[0001] The invention relates to a method for obtaining a sub-resolution spatial information
of one or more objects in a region of interest of an observed sample and the use of
a microscopic system therefor.
[0002] In particular, the invention relates to the detection and localization of fluorescence
molecules employed to label the measured objects.
[0003] It is known that due to the wave character of the light the images in light microscopy
are diffraction limited. This is manifested in that point-like objects are registered
as blurred (Airy-) discs in the image space on the sensor. The function describing
this blurring is referred to as Point-Spread-Function or shortly PSF. If the relation
between the maximal resolution of a microscope and the used numerical aperture of
the objective (NA) and the wavelength (Lambda):

which has been disclosed by Ernst Abbe (1873) is taken into account, one obtains
a best resolution d_min of about 200 nm as the natural resolution limit when the best
objectives and light in the visible region are used. Since numerous processes happen
at a considerably smaller scale the overcoming of the Abbe-limit is one of the most
difficult but the most important challenges in the modern light microscopy.
[0004] While Electron Microscopy and other ultrastructure imaging methods based on ionizing
radiation have the great advantage of unprecedented resolution, "visible" light (i.e.
light within the wavelength range of near ultraviolet to near infrared) offers other
advantages, such as identification of multiple types of appropriately labeled molecules
in single, three-dimensionally intact cells, and even in living ones. Thus, it is
highly useful to complement the potential of ionizing radiation imaging procedures
for the study of biological nanostructures with novel approaches to perform high resolution
using visible light microscopy. Some examples of potential applications of this are
in examining the nanostructure of cell membranes, or the genome structure of the cell
nucleus.
[0005] For example, Fluorescence Energy Transfer (FRET) microscopy allows for example distance
measurements between two molecule types drown to the few nanometer level, using visible
light for excitation. Fluorescence Correlation Spectroscopy or Fluorescence Recovery
After Photobleaching (FRAP) make possible the analysis of intracellular mobilities
of labeled, respectively marked molecules. For a full understanding of functional
cellular processes, however, additional structural information is necessary. To solve
these and many other important problems of cell biology and cellular biophysics, appropriate
spatial analysis is indispensable. A serious problem in achieving this goal is that
conventional light optical resolution is limited to about 200 nm laterally and 600
nm axially, meaning that cellular nanostrucures cannot be adequately resolved to provide
full functional information.
[0006] Various recently introduced laseroptical "nanoscopy" approaches permit to overcome
this problem, and to extend the spatial analysis far beyond the "Abbe/Rayleigh Limit"
of optical resolution (here assumed to correspond in the object plane (x,y) to about
half the wavelength used, according to the original formulas, and to about one wavelength
in the direction of the optical axis (z)). In particular in the fluorescence microscopy
it was possible, predominantly in the last ten years, to steadily increase the achievable
resolution of the diffraction limited systems.
[0007] Thus for example in the concept of confocal laser scanning fluorescence 4Pi-microscopy
the object is scanned by laser light focused from all sided ("4Pi geometry") and the
fluorescence excited is detected "point-by-point". Using two opposing high numerical
aperture lenses to concentrate two opposing laser beams constructively in a joint
focus, confocal laser scanning 4Pi-microscopy has become an established "nanoscopy"
method, allowing an axial optical resolution down to the 100 nm range. This is a resolution
5 - 7 times better than what can be achieved by conventional fluorescence microscopy
methods.
[0008] In many imaging applications, the structural information desired is the size of nanostructures
which are separated from each other by a distance larger than the Abbe limit. To solve
this problem, Spatially Modulated Illumination (SMI) far field light microscopy was
developed as one of the many possibilities for using structured illumination to improve
spatial analysis. SMI microscopy is based on the creation of a standing wave field
of laser light, which can be realized in various ways, such as by focusing coherent
light into the back focal planes of two opposing objective lenses of high numerical
aperture. The fluorescently labeled object is placed between the two lenses and moved
axially in small steps (e.g. 20 nm or 40 nm) through the standing wave field. At each
step, the emitted fluorescence is registered by a high sensitive CCD camera. This
procedure allows axial diameter measurements of individual fluorescent subwavelength
sized objects down to few tens of nanometers, and also the determination of axial
distances between "point-like" fluorescent objects (at lateral distances larger than
the Abbe limit) down to the range of a few tens of nanometers and with a precision
in the 1 nm range. Several biophysical application examples indicate the usefulness
of SMI-microscopy for the study of the size of transcription factories and of individual
gene regions.
[0009] The employment of a structured lighting and a structured detection increases the
resolution of a far-field and confocal methods at about factor of two laterally and
up to a factor of six along the optical axis (axially). The methods for improving
the lateral resolution are often simple to integrate in existing microscopes or to
be newly implemented. In contrast the methods for maximal improvement of the axial
resolution mostly employ technically most complex optical paths. For the analysis
of living systems the lateral methods, which are often applied as far-field methods,
are sufficiently fast. The predominantly confocal methods for improvement of the axial
resolution are scanning techniques and are as such either too slow or do not fulfill
the high optical requirements as such measurements.
[0010] Stimulated Emmision Depletion (STED) microscopy is a focused beam method, in which
the size of the excited region is greatly reduced by stimulated emission depletion.
Presently, this technique allows an optical lateral ((x,y)) resolution in the 15 -
20 nm range using visible light. In cases where the field of view can be made sufficiently
small (in the few nanometer range), in vivo STED microscopy with tens of frames/second
has been reported.
[0011] STED Microscopy can be regarded as a special case of RESOLFT (reversible saturable
optical fluorescence transition microscopy), where in principal, optical resolution
in the few nm range should become possible using visible light.
[0012] RESOLFT-methods offer through exploitation of non-linear effects theoretically arbitrary
high resolution down to molecular scale. The success of these methods is, however,
restricted by the physical properties of the used dyes, respectively markers or labels
and the optical properties of the observed sample, respectively slide preparation.
A three-dimensional object reconstruction had to rely up till now on quite complicated
methods employing structured illumination. With the currently used dyes it was possible
to achieve a lateral and axial improvement of the resolution, however those methods
were up till now not appropriate for imagining of active processes.
[0013] Based on the experience that "point like" fluorescent objects can be light microscopically
localized with a precision of more than one order of magnitude better than the diffraction
limited resolution of conventional far field fluorescence light microscopy, Spectral
Precision Distance Microscopy (SPDM) was conceived about a decade ago.
[0014] SPDM is a far field light microscopy method based on:
- a) labelling of neighbouring "point like" objects with different spectral signatures
(for abbreviation also called colors); and
- b) spectrally selective registration to "sort" the emitted photons according to their
spectral signature; and
- c) high precision position monitoring.
[0015] Originally the "different spectral signatures" were realized by different excitation/emission
spectra, but were conceived to include also other "photon sorting" modes like fluorescence
life times, photoluminescence and stochastic labelling schemes to allow photophysical
discrimination. In combination with fluorescence life time measurements, the application
of the SPDM concept to nanometer resolution of single molecules was experimentally
confirmed. In particular, using fluorescent labels of different photostable spectral
signatures and procedures involving in situ calibration of chromatic shifts, a lateral
(2D) position and distance resolution below 30 nm, and a three dimensional (3D) resolution
below 50 nm was achieved in fixed cell nuclei after specific FISH labeling of small
DNA targets using a standard confocal laser scanning microscope. Thus, SPDM was successfully
applied to analyze the supramolecular architecture of genome regions in intact 3D
conserved cell nuclei by position and distance measurements considerably below the
conventional, diffraction limited optical resolution of high numerical aperture far
field fluorescence microscopes. The SPDM concept (also called "colocalization") proved
to be useful also in a variety of other applications, including single molecules.
[0016] During the first applications of the "SPDM" to biological nanostructure elucidation,
the objects were labeled with fluorochrome molecules which had different emission
wavelengths, and the signals were acquired synchronously. Fluorescence emission spectra
of selectable molecules with typically 50 nm bandwidth are relatively broad. As such,
in fluorescence microscopy, the detectable wavelengths are limited to a complete range
of about 600 nm, and only a few "colors" (in the sense of variation in the emission
spectra) can be used at the same time within the same object.
[0017] Since the original reports a number of conceptually related far field fluorescence
methods have been proposed, for example BLINKING (meaning that the a light source
emits light in pulses with a given frequency, much like the light houses); FPALM (fluorescence
photoactivation localization microscopy), PALM (photoactivated localization microscopy),
PALMIRA (PALM with independently running acquisition); STORM (stochastic optical reconstruction
microscopy).
[0018] As a general denomination, all these approaches might be regarded as methods of "Spectrally
Assigned Localization Microscopy" (SALM) where the localization of an object is assigned
to a characteristic spectral signature. The underlying principle of these "SPDM/SALM"
approaches is the "optical isolation" (in space and/or time domain) and hence independent
localization of individual "point like" objects due to any photon based characteristics
of the emitted light. This means that in a given diffraction limited observation volume
defined for example by the (x,y, z) Full-Width-at-Half-Maxima (FWHM) of the Point-Spread-Function
(PSF) of the microscope system used, at a given time interval and for a given spectral
registration mode, only one such object (for example a singe molecule) or under certain
conditions only few objects are registered.
[0019] By imaging fluorescent bursts of single molecules after light activation, the position
of the molecules could be determined with a precision much higher than the full width
at half maximum of the point spread function. In other words, these microscopy approaches
are based on the registration of multiple (ex. thousands) of images of the same specimen,
respectively same region of interest, so that the optical resolution is improved by
"scanning" the fourth coordinate of the space-time continuum.
[0020] The molecules and proteins that are used for PALM and related techniques are fluorescent
labels which are chemically modified (for example by adding appropriate side groups)
in such a way that most of the fluorescent molecules are initially in an inactive
state for the fluorescence excitation at a given wavelength λ
exc. This state (also called a "dark" spectral signature), can be changed to a fluorescent
one (also called a "bright" spectral signature), for example by illumination with
light of a defined wavelength λ
phot (for example in the near ultraviolet), which is different from the one of fluorescence
excitation. If the activation of the fluorescent markers, or in other words the transition
form a "dark" spectral signature to a "bright" spectral signature, is done stochastically
using low intensities, only few molecules within one acquisition time interval, respectively
acquisition time frame of the detector are activated and thus an optical isolation
of their signals may be achieved. Due to subsequent illumination with λ
exc, the fluorescent signal emitted by these optically isolated molecules ("bright" spectral
signature) is then registered until they are irreversibly bleached (i.e. until an
irreversible transition to a "dark" spectral signature). From these fluorescent signals,
the position of the single molecules can be determined with high precision. Under
good optical conditions, localization accuracy in the few nm-range is possible. Repetition
of this procedure (for example by registration of about 10,000 individual image frames)
allows one to obtain the positions of the individual molecules even if their mutual
distances are far bellow the Abbe/Rayleigh-limit. The photoactivation process at λ
phot and the use of a second laser line (λ
exc) can be avoided if an auto-activation of the molecules by a readout laser (λ
exc) is used.
[0021] The methods of the Spectrally Assigned Localization Microscopy (SALM)/Spectral-Precision-Distance
Microscopy (shortly called thereafter localization microscopy) (
DE 10052823.6,
DE 59705009.0-08,
DE 29701663.3,
US 09/331,6444,
DE 19830596.6,
JP 2000502406,
US 09462435,
PCT/EP 02/11343,
WO 2006/127692 A2,
US 20080032414 A1) allow in principle a lateral resolution in a single-digit nanometer range. This
localization microscopy is characterized in particular by the relatively low requirements
concerning the needed optical and mechanical components. Also the adjustment of the
apparatus is quite user-friendly. The localization microscopy uses for overcoming
the Abbe-limit the fact, that one single fluorescent object can be almost arbitrary
precisely localized. As described above, the precondition is that the diffraction
limited disc corresponding to the fluorescence object is available spatially isolated,
that is to say is not overlaid or superposed with other signals. The lateral position
of the emitting molecule is generally determined from the center of the diffraction
limited fluorescence disc. The precision with which such determination can be carried
out is dependent on the number of the detected photons and on the related to it signal
to noise ratio. Although the used sensors are typically two-dimensional sensor arrays,
it is also possible to perform localization along the third space direction. Such
localization requires, however, either very exact three-dimensional model functions
of the point-spread-function (PSF) in combination with great number of the detected
photons (>1000) or additional knowledge about the position of the observed molecule
in the object space. To obtain such results is quite difficult using only methods
of the pure localization microscopy, as disclosed for example in
WO 2006/127692 A2. A method is also known that exploits astigmatism to empirically generate a three-dimensional
point-spread-function, which is separated in axial and lateral portion and to fit
this function to the collected data. The average precision, respectively accuracy
with which the localization can be carried out is about 55 nm (23 nm standard deviation).
This value represents a kind of natural limit for these methods due to the typical
number of detected photons and the fact that the lens-PSF exhibits a higher blurring
or smearing in axial direction. The pure localization microscopy with its single or
multiple cyclic single point-reconstruction methods is ill-suited for the observation
of active processes such as for example in vivo measurements of living cells. Accordingly
it is always necessary to find a compromise between a sufficient number of detected
photons and a realizable point density within one as small as possible time window.
Also the mechanical stability of the microscope puts at very long detection times
a further limit to the localization precision.
US 7,298,461 B2 discloses a far field microscopical method and a system for sub-resolution measurements
of objects. The method comprises subjecting a suitable labeled object to a structured
illumination light, detecting the optical response of the object and obtaining spatial
information of the object by comparing the obtained response with simulation data
of an optical response of an object having known spatial information.
S. Fenz, et al.: "Two-color intranuclear distance measurements of gene regions in
human lymphocytes", PROC. SPIE, vol. 6630, August 14, 2007, pp. 663002 to 663012 discloses a SPDM method to determine distances between two FISH labeled gene regions
on chromosome 9, wherein chromatic aberrations of the microscope optics and the sample
induced missmatch of the refractive indexes are corrected.
H. Mathée, et al.: "Spatially modulated illumination microscopy using one objective
lens", OPTICAL ENGINEERING, vol. 46, no. 8, August 2007, pp. 083603-1 to 083603-8 discloses a SMI microscope for sub-resolution measurements having a simplified setup,
where the interference pattern is generated by reflecting the laser beam with a mirror.
U. Birk, et al.: "Local Protein /Gene Density Measurements Using SMI Microscopy",
Optical Micro- and Nanometrology in Microsystems Technology, PROC. SPIE, Vol. 6188,
6188W, 2006 discloses an application of spatially modulated illumination (SMI) microscopy to
determine changes of the local refractive index at discrete fluorescently labeled
sites within the cell nucleous.
T. B. Mcananey, et al.: "Protonation, Photobleaching, and Photoactivation of Yellow
Fluorescent Protein (YFP 10C): A Unifying Mechanism?", BIOCHEMISTRY, vol. 44, 2005,
pp. 5510-5524 discloses a study on the kinetics and photobleaching properties of Yellow fluorescent
protein (YFP 10C).
M. Bates, et al.: "Multicolor Super-Resolution Imaging with Photo-Switchable Fluorescent
Probes", SCIENCE, vol. 317, no. 5845, September 21, 2007, pp. 1749-1753 discloses a multi-color super-resolution imaging system with photo-switchable fluorescent
probes using multicolor stochastic optical reconstruction microscopy (STORM). Each
probe consists of a photo-switchable "reporter" fluorophore that can be cycled between
fluorescent and dark states, and an "activator" fluorophore that facilitates photo-activation
of the reporter.
H. Bock et al.: "Two-color far-field fluorescence nanoscopy based on photoswitchable
emitters", Appl. Phys., B88, 161-165 (2007) discloses a two-color far-field fluorescence microscopy method.
[0022] An object of the invention is to provide a method with which the limit of the localization
precision, respectively accuracy of the up to now established localization microscopy
can be overcome, while simultaneously accelerating and optimizing the localization
process.
[0023] According to an aspect of the invention, there is provided a method for obtaining
a sub-resolution spatial information of a sample labeled with at least one type fluorescent
label, said sub-resolution spatial information comprising localization information
about the positions of fluorescent molecules of the at least one type fluorescent
label in at least one spatial direction, comprising the steps:
- acquiring localization image data by employing fluorescence localization microscopy,
wherein said localization image data comprises a series of images obtained by
- illuminating a region of interest of the sample with illumination light having intensity
in the range of approximately 1kW/cm2 to approximately 1 MW/cm2,
- detecting by an information acquiring sensor of at least a portion of the fluorescent
light emitted by at least a portion of the fluorescent molecules of the at least one
type fluorescent label upon illumination, thereby obtaining an image of the region
of interest;
- repeating the steps of illuminating and detecting of the emitted fluorescent light
a plurality of times, thereby obtaining the series of images, each image being taken
at a different time step;
- processing the acquired localization image data to thereby obtain said localization
information about the positions of fluorescent molecules of the at least one type
fluorescent label in at least one spatial direction, wherein the step of processing
comprises determining in each of the detected images of the series the positions of
the barycenters of the detected fluorescence emission distributions from the single
fluorescent molecules of the one or more fluorescent labels in at least one spatial
direction.
[0024] Upon illumination with illumination light having intensity in the range of approximately
1kW/cm
2 to 1MW/cm
2, at least a portion of the fluorescent molecules of the at least one type fluorescent
label are transferred from a first, fluorescent state to a second, semi-stable, dark
state (which is distinct from the first state), and after recovery to the fluorescent
state to a third, inactive state, emitting thereby fluorescent light. At least a portion
of the fluorescent molecules are stochastically transferred from the semi-stable dark
state to the fluorescent state.
[0025] The first state is a fluorescent state. Here a 'fluorescent state' means in particular
a conformation of the molecule where the absorption of photons results in the immediate
(scale in the nanosecond range) emission of fluorescent photons.
[0026] The second state is a semi-stable, or respectively semi-long lasting dark (for example
a non-fluorescent) state. In particular, the second state may be a reversibly bleached
state.
[0027] The third state may be a long lasting inactive (for example non-fluorescent or dark)
state. In particular, the third state may be a irreversibly bleached state. The terms
"fluorescent/non-fluorescent" used within the scope of the present invention refer
generally to any states, which are spectrally distinguishable. In particular, the
terms "fluorescent/non-fluorescent" may refer to different spectral ranges. Within
the scope of the present invention the term "long lasting" refers to a time interval
in the minutes to hours range and the term "semi-stable" or "semi-long lasting" refers
to the state which exhibits stability within an interval from a millisecond to a minutes
range.
[0028] The illumination may be carried out either continually or discontinually. In particular,
the illuminating the one or more objects in the region of interest with illumination
light having intensity in the range of approximately 1kW/cm
2 to approximately 1 MW/cm
2 may be such that in a given diffraction limited observation volume and at a given
time, statistically only one fluorescing molecule of a given fluorescent label type
is present. Accordingly, each of the images acquired at each time step comprises a
plurality of substantially spatially separated fluorescence signals from the single
fluorescence molecules of the at least one type fluorescent label. The fluorescence
signals from the single fluorescent molecules are detected by the information acquiring
sensor generally in a form of fluorescence emission distributions. In addition, the
employed intensity range allows for an efficient time separation of the single fluorescent
signals from the fluorescent molecules.
[0029] From the obtained information about the spatial position of the barycenter of the
fluorescence emission of the single fluorescent molecules of the one or more fluorescent
labels, information about the spatial position of one or more fluorescently labeled
objects within the sample, and/or the size of the one or more objects; and/or the
distances between the objects in at least one spatial direction may be obtained.
[0030] According to an aspect of the present invention a new approach to achieving a resolution
higher than the diffraction limited resolution (in the following sub-resolution) by
using fluorescence localization microscopy is proposed. The term fluorescent "localization
microscopy" used is intended to encompass in particular a Spectral Precision Distance
Microscopy/ Spectral Position Determination Microscopy (SPDM) or related microscopic
techniques such as Spectrally assigned localization microscopy (SALM).
[0031] The intensity range of approximately 1 kW/cm
2 to approximately 1 MW/cm
2 has conventionally been considered as unsuitable for carrying out measurements with
fluorescence localization microscopy. In particular, the intensity region of about
1 kW/cm
2 to 1 MW/cm
2 was believed to bring only drawbacks both for the wide field microscopy and for the
confocal microscopy. Thus, it was believed that in the wide field microscopy the increasing
of the intensity causes a considerably faster bleaching of the probe at no advantages
for the achievable resolution. In the confocal microscopy it was considered that an
additional intensity is required in order to achieve a better signal to noise ratio.
[0032] The present invention breaks with this conventional thought and proposes the use
of high intensity illumination light for the purpose of fluorescent localization microscopy.
In particular, it has been unexpectedly discovered that the use of high intensity
illumination light in the range of 1kW/cm
2 to 1 MW/cm
2 allows the achievement of better, respectively more efficient "optical isolation"
(both spatially and temporarily) of the signals from the fluorescent molecules.
[0033] The use of localization microscopy, wherein the intensity of the illumination light
is in the proposed intensity range, allows furthermore the employment of conventional,
non-genetically modified proteins and other non-protein based fluorescent labels for
sub-resolution measurements.
[0034] In addition, it becomes possible to efficiently combine localization microscopic
measurements with other far or wide field measurements, so as to obtain additional
spatial information, in particular additional spatial information in the direction
perpendicular to the observed by localization microscopy object plane. This may lead
to an increase of the axial resolution in comparison with conventional methods by
a factor of about 30.
[0035] Further advantage is that the detection, respectively collection of data can be carried
out relatively fast, for example within fewer than five minutes, which represents
a difference of up to two orders in comparison to alternative methods requiring up
to several hours. This is particularly advantageous for in-vivo observations in living
systems. Thus, it is possible to avoid demanding and complicated technical solutions,
which may counter or alleviate drift problems or provide for maintenance of lifeof
the observed samples. In contrast, with the proposed method it is possible to carry
out a meaningful in vivo observation also on the smallest structures.
[0036] Under the term "fluorescence" within the scope of the present application, it is
to be understood any photon-interaction wherein there are differences between the
illumination, respectively excitation spectrum, and the emission spectrum of the same
object which cannot be explained based on the monochromatical absorption only. That
includes for example in particular mulliphoton interactions, by which the excitation
wavelengths can be greater than the emission wavelengths. Thus the term fluorescence
will be also used in the sense of this application for the closely related phenomena
as "luminescence" and "photophosphorescence" or short "phosphorescence". This includes
in particular the cases of longer fluorescence duration, for example in the millisecond
range. The use of phosphorescent optical labels, respectively the use of phosphorescent
molecules for optical labeling instead of fluorescent molecules may be for example
advantageous in view of improving the in vivo applicability of the proposed new method,
since these molecules allow for localization over a longer period of time.
[0037] Under the term "fluorescence molecule" within the scope of the present application,
it is to be understood any "point-like" fluorescent element, that is to say any fluorescent
element having size considerably smaller than the wave-length of the employed illumination,
respectively excitation light), which is suitable for labeling of the measured sample.
[0038] The expression "different types of fluorescent labels" refers to fluorescent labels
having different spectral signatures. In this context, "spectral signature" means
anyphotophysical property, such as for example fluorescent spectrum, absorption, lifetime,
etc., which can be used for optically discriminated registration.
[0039] The partially cyclical process course in the localization microscopy can be described
as follows:
[0040] It has been surprisingly found out, that, by illuminating fluorescently labelled
specimens with illumination light having intensity within the interval of approximately
1kW/cm
2 to approximately 1 MW/cm
2 the fluorescent molecules of almost any conventional fluorescent molecules (including
organic fluorophores) are transferred to a fluorescent state and from there rapidly
transferred to a semi-stable dark (non-fluoresent) state.
[0041] It was furthermore surprisingly found out, that from this semi-stable state, a portion
of the dye molecules, which are used for the labeling, is activated and transferred
again to a fluorescent state. The fluorescent molecules are thereby statistically,
respectively stochastically activated, so that density of the activated molecules
is lower than one molecule per diffraction limited detection volume. This volume can
be well described with the help of the effective point-spread-function in that for
example one counts all points with intensity higher than for example the half of the
maximum intensity of the point-spread-function as belonging to the volume. After the
activating an acquisition of the signal with the help of a sensor and subsequently
the deactivating of the active molecules for example by means of bleaching and transferring
to a long-lasting inactive state are carried out.
[0042] For the purposes of sub-resolution measurement, both the transfer from the fluorescent
state to a semi-stable state (for example a reversibly bleached state) and the transfer
from the fluorescent state to a semi-stable state and after recovery to the fluorescent
state to another, long-lasting inactive state may be advantageously utilized. The
first technique (transfer from a fluorescent state to a reversibly bleached state)
may have advantages if fluorescent dyes or labels which either do not exhibit bleaching
or exhibit low level of bleaching are employed. Such fluorescent dyes or labels are
often used in the material testing or when quantum dots are employed. The effect of
switching between a fluorescent state and a reversibly bleached state was also observed
in ALexa 488 fluorescent label. Furthermore, in the first technique may be used to
repeatedly detect a single molecule (similar to the STORM and dSTORM techniques).
[0043] The above described step of image detection, respectively acquisition is repeated
multiple times and the acquired batch or stack of data taken at different times (so
called timestack) is reconstructed by means of a computer implemented reconstruction
process. For this purpose a segmentation of the data may be carried out initially
to identify all molecules. In a further step a fitting of the employed two-dimensional
or three-dimensional model functions for the point-spread-function to the identified
signals may be carried out. The high intensity of illumination allows for the detection
of the active molecules and their subsequent deactivation within a very short time
period. This assures that the signals obtained from the single fluorescenting molecules
are temporarily separated.
[0044] The obtained localization image data comprises thus a series of images of said region
of interest taken at different time steps, each image comprising the detected and
substantially spatially isolated fluorescent signals from the excited fluorescent
molecules. If the employed information acquiring sensor is a two-dimensional sensor
(for example a CCD-chipor other suitable two dimensional sensor, respectively sensor
array), the acquired images are two dimensional images of the region of interest.
Accordingly spatial information in two dimensions may be obtained. In an aspect the
obtained images are images in an object plane. i. e. in a (x,y) plane substantially
parallel to the optical axis of the employed localization microscope, wherein x and
y are cartesian coordinates in said object plane.
[0045] Depending on the live period of the semi-stable state, the integration time of the
image acquiring sensor and/or the intensity of the illumination light may be adjusted,
in order to achieve optimal temporal separation of the fluorescent signals. On the
other hand, depending on the speed of image acquisition, respectively integration
time of the information acquiring sensor it is possible to efficiently utilize semi-stable
dark states with a stability period from ms range up to seconds and minutes range
for the optical isolation of fluorescent signals upon the illumination with high intensity
light.
[0046] It is also generally possible to extend the method to periods longer than periods
in the minute range. In this case, it may be necessary, to employ further techniques
to ensure the spatial stability of the fluorescent molecules used for labelling.
[0047] The obtained time series of (two-dimensional) images may be stored in an appropriate
(three dimensional) data structure and subjected to a further processing, in order
to obtain localization information about the positions of fluorescent molecules of
the at least one type fluorescent label in at least one spatial direction, usually
in at least two orthogonal spatial directions. In particular, by determining the barycenter,
i.e. the center of gravity of the fluorescence emission of the single fluorescent
molecules in each of the obtained two-dimensional images of the series, localization
information about the spatial positions of the single fluorescent molecules of the
employed one or more fluorescent labels (in the following also called fluorophores)
in at least one spatial direction, usually at least in the object plane may be obtained.
Different computer-implemented methods, such as for example fitting with an appropriate
model function may be employed to this extend.
[0048] After registration of the positions of the fluorescent molecules through the whole
localization image time series, all detected points, respectively all detected positions
of the single fluorescent molecules may be assigned to one "merged" image, in particular
to one "merged" two dimensional image comprising information about the spatial position
and/or distances between the one or more fluorescent molecules of the employed fluorescent
label (in the following also called fluorophore) in the region of interest, and in
particular in the object plane.
[0049] From the localization information about the spatial position of the single fluorescent
molecules used to label the one or more objects, one or more of the spatial position
of the one or more fluorerscently marked objects; and/or their size, respectively
extension in at least one spatial direction; and/or the distances between the fluorescently
labeled objects; and/or another spatial or topographical information may be determined
with very high precision.
[0050] According to an aspect, the first state is a fluorescent state (an active state),
the second state is a reversibly bleached state and the third state is an irreversibly
bleached state.
[0051] Thus, the required optical isolation of the fluorescent signals is achieved by utilizing
reversible photobleaching effect (also referred to as "blinking" or "flickering").
Unlike the usual bleaching effect used in PALM or FPALM, where the structure of the
fluorescent molecules is irreversibly modified towards the non-fluorescent "dark"
spectral signature state (at a given excitation conditions), the effect utilized by
an aspect of the present invention is a reversible one.
[0052] In particular, it has been surprisingly found out that a great majority of the conventional
fluorescent labels (including proteins or non-protein molecules) exhibit a reversibly
bleached state, when illuminated with intensity light in the range of approximately
1kW/cm
2 to approximately 1 MW/cm
2. The usual fluorescent state changes after typically several thousands emission cycles
into an irreversibly bleached state, which is no longer available for the characteristic
excitation. In addition. however, an additional reaction channel which leads to a
reversibly bleached state becomes available to the fluorescent labels, respectively
fluorescent molecules. The automatic recovery from this state occurs typically at
time scales in the ms to minute range. Both the probability of a change, respectively
a transition into this special state and the probability for regeneration from this
special state can be strongly influenced, respectively controlled by means of illumination
with a suitable light and/or a variation in the chemical environment (for example
pH-value). According to an aspect of the invention the transition between the three
distinct states - reversibly bleached, fluorescent and irreversibly bleached state
- is utilized for the purposes of fluorescent localization microscopy. According to
another aspect, the transition between two states - a fluorescent state and a reversibly
bleached state is utilized for the purposes of fluorescent localization microscopy.
[0053] For an efficient execution, the transition probability for a reversible bleaching
may be manipulated, respectively controlled, such that this transition becomes considerably
more probable than the transition into an irreversibly bleached state. The object
looses its fluorescence (transition into comparatively very long-lived reversible
bleached state) and a low background is obtained. The molecules coming from the reversible
bleached state are read out at suitably adjusted (typically high) laser intensity
and converted, respectively transformed into an irreversible bleached state. This
ensures that within one integration timeframe, respectively time-window of the information
acquiring sensor (usually a CCD-chip, respectively camera) the critical molecule density
of one molecule per diffraction limited volume is not surpassed. In this way a time,
respectively temporal separation of the single signals may be achieved, which allows
to efficiently apply the methods of the localization microscopy.
[0054] The method may furthermore comprise a step of labeling the one or more objects, so
that the probability of a transition into a reversibly bleached state is higher than
the probability of the transition into an irreversibly bleached state. The probability
of the transition into a reversibly bleaches state may be influenced for example by
the ph-value of the environment. Accordingly, the labeling the one or more objects
may comprise controlling of the ph-value of the environment.
[0055] One possible way to describe the states of a fluorescent molecule at the existence
of reversible bleaching is the following:
[0056] The functional connection between the three fundamental states of a molecule may
be described by a transition:

wherein:
Mrbl is the reversibly bleached state,
Mfl is the fluorescent state,
Mibl is the irreversibly bleached state of the molecule.
[0057] The rate constants of the crossing processes are indicated with
ki (i = 1,2,3), where the processes are assumed to be first order reactions. The ratio
between the probabilities for the reversible and irreversible bleaching

can be significantly affected by physiochemical modifications of the molecule due
to its environment and/or due to illumination light with appropriate wavelength ("physiochemically
modified fluorophores").
[0058] After starting to illuminate fluorescent molecules (
Mfl) with excitation light, a certain amount (dependent on
Prbl) is bleached instantly

Another amount is transferred into reversible dark state

The transition between the fluorescent state and the reversibly bleached state upon
illumination with light having high intensity may be used to achieve optical isolation
in sub-resolution measurements.
[0059] The authors of the present invention envisaged that in addition to it, the statistical
recovery of fluorescent molecules ("bright spectral signature") from the reversibly
bleached state (
Mrbl) and transition into an irreversibly bleached state of a "dark" spectral signature
(Mibl) with a delay time sufficient for a single fluorescent molecule registration, would
allow an additional possibility for optical isolation of single molecules in the time
domain. This offers a new approach to high resolution SPDM/SALM detection of the number
and position of fluorescent molecules (even of the same type) within a given observation
volume.
[0060] To realize an efficient sub-resolution localization, the condition has to be provided
that within the integration time of the detector, the density of molecules with "bright"
spectral signature (
Mfl) is not higher than statistically one fluorescing molecule per diffraction limited
observation volume. In addition, it is desirable to realized fast recovery and bleaching
rates, since acquisition time is very critical factor in localization microscopy,
due to the up to thousands of single image frames which may be required for a highly
resolved SPDM/SALM image of a large number of molecules. To this extend, the light
having intensity in the range of approximately 1kW/cm
2 to approximately 1MW/cm
2 (intensity range which has not been previously used, respectively has been avoided
in the fluorescence microscopy) accelerates the readout and bleaching time.
[0061] The one or more non-genetically modified fluorescent labels may be selected from
one or more of the following groups:
- green fluorescent protein (GFP) and its derivates and/or modifications, for example
green fluorescent protein (GFP), yellow fluorescent protein (YFP), cyan fluorescent
protein (CFP), Orange Fluorescent Protein (OFP), enhanced green fluorescent protein
(eGFP), modified GFP (emGFP), enhanced yellow fluorescent protein (eYFP);
- monomeric red fluorescent protein (mRFP) and its derivatives and/or modifications
derivatives, for example mCherry;
[0062] In particular, the one or more fluorescent labels comprise non-genetically modified
fluorescent proteins and their derivatives, for example cyan fluorescent protein (CFP),
green fluorescent protein (GFP), yellow fluorescent protein (YFP), enhanced orange
fluorescent protein (OFP), enhanced green fluorescent protein (eGFP), modified green
fluorescent protein (emGFP), enhanced yellow fluorescent protein (eYFP) and/or monomeric
red fluorescent protein (mRFP).
[0063] An important further factor which influences the precision of the localization microscopy
is the used fluorescent labels themselves. Whereas fluorescent proteins are coexpressed
with the protein, which is to be observed, and thus adhere directly to the structure,
all other fluorescent molecules must be coupled or bound to the structure via specific
linking molecules (for example antibodies or antigenes) or other chemical methods
or processes. This coupling, respectively binding over usually greater distances often
considerably limits the achievable localization precision, since the relative position
of the molecule which emits the signal with respect to the structure under observation
is afflicted with some blur or fuzziness. In addition the non-specific binding may
cause significant problems, since the binding on the desired region is simply more
probable than on some other position. In order to obtain a sufficiently strong signal,
significantly more fluorescent molecules as actually needed may introduced into the
sample under observation. When the objects to be observed relate to inner structures
- for example within the cells - this causes a quite strong background, which needs
to be dealt with. To overcome this problem is one of the most important objectives
of the localization microscopy.
[0064] In order to obtain the best results fluorescent proteins or other structurally close
molecules can be used as labels. New, genetically modified proteins, which do not
exhibit fluorescence in a ground state, can be successively, for example photochemically,
activated and localized, so that a point-wise reconstruction of the marked structure
becomes possible. These specially modified proteins must be introduced into the organism,
respectively into the object to be observed, via molecular genetic techniques, which
in particular in case of eukaryotic cells may be a tedious, expensive and complicated
process.
[0065] On the other hand, convention fluorescent proteins, which nave not been genetically
modified, have been known since the sixties years of the last century. Such proteins
have been successfully and manifold employed and are often commercially available
in stable expressed cell lines. A utilization of those fluorescent properties for
localization microscopy was however up till now not conceivable.
[0066] Surprisingly, the employment of the illumination light with intensity in the range
of about 1kW/cm
2 to 1 MW/cm
2 allows the utilization of conventional, non-genetically modified fluorescent labels
(for example fluorescent proteins and their derivatives such as CFP, GFP, YFP), eYFP,
mRFP, etc.) as fluorescent labels for the purposes of sub-resoluton fluorescent localization
microscopy.
[0067] Such fluorescent labels are capable of reversible photobleaching when illuminated
with illumination light having intensity in the range of approximately 1kW/cm
2 to 1 MW/cm
2
[0068] In particular, it has been found out that when illuminated with illumination light
having intensity in the range of approximately 1kW/cm
2 to 1MW/cm
2 conventional fluorescent labels, respectively dyes (such as for example conventional
fluorescent proteins) exhibit the effect of reversible photbleaching, which according
to an aspect may be utilized in the localization microscopy. As already indicated
above, the effect is pH-dependent and occurs on a time scale of 10 to 100s, which
can be modified under laser exposure.
[0069] With the help of the employed illumination with intensity in the range of about 1
kW/cm
2 to 1MW/cm
2 the utilization of conventional fluorescent dyes and in particular conventional fluorescent
proteins becomes as equally possible as the optimized activation of their specially
modified relatives. Thus, also established stable labels and thousands of valuable
slide preparations or specimens can be analyzed in a nanometer range with the help
of the method according to an aspect of the present invention. Furthermore new fluorescence
markers such as the so-called "smart-probes" can be utilized for the above described
method. These markers are only active if they are bound to the designated structure
and have thus changed their conformation. All of the remaining not bound and not washed
away molecules remain thus invisible both for the applied wide -field technique and
for the localization microscopy. The main advantage is, thus, that disturbing background,
which exists in the conventional methods, can be substantially eliminated. Furthermore
exclusively the cells structure may be reconstructed.
[0070] In addition to non-genetically modified fluorescent proteins, the one or more fluorescent
labels may comprise for example attodyes for non-proteins.
[0071] In a further aspect, in addition to non-genetically modified fluorescent proteins,
the one or more fluorescent labels may comprise non-protein based fluorescent labels,
in particular rhodamin derivaties, derivates, for example Alexa 488, Alexa 568 and/or
Alexa 596.
[0072] In still further aspect, in addition to non-genetically modified fluorescent proteins,
the one or more fluorescent labels may comprise xanthaen derivatives, for example
fluorescein and its derivatives; and/or cianin derivatives.
[0073] In particular, it has been found out that the effect of reversible photobleaching
is exhibited also in non-protein based fluorescent labels, such as for example fluorescein
derivates (e.g. Alexa 488, Alexa 568 and/or Alexa 596.)
[0074] Accordingly, in the following any fluorescent label (i.e. both protein based and
non-protein based fluorescent labels) of this family of excitation activated, reversible
photobleaching fluorophores will be called in the following physically modifiable
fluorophores (PHYMOD-fluorophores). According to the invention, the employed PHYMOD-fluorophores
are non-genetically modified fluorescent proteins.
[0075] The employed fluorescence localization microscope may have a far field set-up of
the optical illumination path, In particular, the fluorescence localization microscope
may have a confocal set-up of the optical illumination path, a wide field set-up of
the optical illumination path, a 4Pi set-up, a STED set-up or STED-4Pi set-up. The
detection path may have a wide field arrangementor set-up. In particular, the information
acquiring sensor may be a two-dimensional sensor array capable of obtaining two-dimensional
images of the region of observation.
[0076] The principle of illumination of fluorescently marked objects with light having high
intensity and the subsequent detection of the fluorescent light as described above
may be applied for microscopic observations employing a variety of optical set-ups
of the illumination path.
[0077] In particular by introducing slight modifications it is possible to adapt the already
existing conventional confocal microscopes for sub-resolution measurements, for example
sub-resolution measurements in the nanometer range. Such slight modifications may
be for example the introduction of an additional lens, and/or the employing of a two-dimensional
sensor array (for example a CCD camera) for image acquisition; and/or minor modifications
of the software for control of ray positioning and/or focusing. For example a confocal
illumination may be employed in a two-photon modus, in order to carry out observations
outside of the region of interest.
[0078] In a microscope with a confocal set-up of the optical illumination path generally
a small region of interest having a diameter from about 200 nm (such as for example
in case of diffraction limited focusing) to about 1 µm (such as for example in case
of slight defocusing) may be illuminated with illumination light (usually a laser
light) having intensity in the range of about 1kW/cm
2 to about 1 MW/cm
2. The fluorescence emitted from the fluorescently marked object may be detected by
a two-dimensional image sensor (for example a CCD camera). The center of the fluorescence
emission may be then localized using suitable image processing algorithms, for example
the algorithms described in more detail below. After completing the measuring (for
example the SPDM measurement) at a given region of interest, the illumination light
may be directed at another region of interest and the measurement repeated. The above
procedures may be repeated until the whole object is scanned.
[0079] In comparison with a wide field illumination, the illuminated region of interest
in a microscope having a confocal set-up of the optical illumination path may be considerably
smaller. For example, in a microscope having a confocal illimination set-up the focal
point has a surface of about 0.1 µm
2 (i.e. about 0.3 µm x 0.3 µm) as compared to a surface of up to about 100 x 100 µm
2, which is usually illuminated in a microscope having a wide field illumination set-up.
Thus, in a microscope having a confocal set-up of the optical illumination path the
output laser power necessary for illumination of the region of interest with the required
high intensity light may be generally up to several orders of magnitude less than
the output laser power necessary for illumination of the region of interest in microscope
having a wide field set-up of the optical illumination path.
[0080] Accordingly, in a microscope having a confocal set-up of the optical illumination
path it is possible to employ lasers having relatively low output power lasers for
illumination. Furthermore, it is also possible to employ dyes, which are not easily
excitable under wide field illumination for fluorescently marking of the objects.
In addition, since in a confocal microscope only small selected areas are illuminated
at a time, the total energy
Etot absorbed by a measured object (for example a cell) at a given Intensity
I of the illumination light is considerably less than the total energy absorbed in
case of wide field illumination. This may be illustrated by the following example:
[0081] The total energy may be calculated by the formula:
wherein k ≤ 1 is a constant, which describes the absorption;
I is the intensity of the illumination light;
S is the illuminated surface area; and
t is the illumination time.
[0082] In case of wide field illumination, the illuminated surface area may be for example
about 10 x 10 µm
2. The total energy absorbed by the measured object is then:

[0083] In case of confocal illumination the illuminated surface area may be about 0.1 µm
2. The number of selected clusters may be 10, so that the total illumination time is
multiplied by 10. The total energy absorbed by the measured object is then:

energy units.
[0084] In other words, in case of confocal illumination the total absorbed energy is considerably
less than in case of wide, respectively wide field illumination. Furthermore, energy
is absorbed over longer period of time. This may be of importance in view of minimizing
the photon induced damages (for example in case of in-vivo measurements).
[0085] Applications of microscopes having confocal set-up of the optical illumination path
may be for example the measurements of selected protein complexes clusters in a single
cell (membrane protein clusters, nuclear pore complexes, etc.). The selection may
be carried out for example by means of a conventional epi-fluorescence microscopy
or confocal laser scanning microscopy.
[0086] The employed fluorescence localization microscope may have other various modes of
Point Spread Function Engineering and Structured/Patterned Illumination Schemes. In
this case the combination with the above described localization microscopy method
may result in considerably shorter detecting, respectively recording time.
[0087] In particular, one possible realization of a wide field optical set-up may comprise
two objective lenses with a common optical axis, arranged such that a standing wave
field is formed along the optical axis by the interference of two counter propagating
collimated beams, focused in the back focal planes of the two objective lenses. The
sample to be observed is positioned within the standing wave field. This optical set-up
allows for an efficient integration with further wide field methods employing structured
illumination light, in particular spatially modulated illumination light, as will
be described below in more detail.
[0088] With a wide field optical set-up a two dimensional information acquisition sensor
may acquire at each time step a two dimensional images of the illuminated region of
interest in the (x,y) object plane, which is generally perpendicular to the optical
axis of the wide field microscope. Accordingly, lateral spatial information about
the spatial position of the one or more fluorescently labeled objects; and/or their
sizes; and/or the distances between the objects in the (x,y) plane may be obtained.
[0089] The used illumination light, respectively optical radiation may be monochromatic.
Thus, it is possible to use one single wave length for the whole measurement, respectively
analysis process. The localization microscopy is carried out thereby within the intensity
range of about 1 kW/cm
2 to 1 MW/cm
2. This brings economical and technical advantages over conventional systems, which
employ solely localization microscopy and which employ at least two wave lengths for
the activating, excitation and deactivating of the dye molecules. The number of parameters
which must be varied can be thus reduced at least in half. Naturally the employment
of more than one wave length is also in accordance with the invention. This can be
for example advantageous if the localization of multiple molecule types is aimed at.
[0090] Alternatively, a plurality of different types of fluorescent labels may be employed
and the step of acquiring localization image data of one or more objects in a region
of interest by employing fluorescence localization microscopy may be carried out separately
for each fluorescent label using illumination light with an optimal intensity selected
from within the range of about 1kW/cm
2 to about 1MW/cm
2.
[0091] This allows the achievement of a maximal localization precision and of a maximal
number of localized fluorescent molecules. In particular, by determining a molecule-specific
optimal illumination within the intensity range of about 1kW/cm
2 to 1MW/cm
2 it is possible to optimize the localization precision and the number of the localized
molecules and thus the reconstruction Since the localization precision and the number
of the localized molecules often cannot be simultaneously maximized it may be necessary
to make a compromise.
[0092] Several computer implemented algorithms may be utilized to extract spatial data from
the acquired image series. Thus for example, a Gaussian model function (optionally
taking into account any background subtraction) may be fitted to the obtained raw
or preprocessed localization image data. Another example is the performing of non-liner
fit based on the Levenberg Marquard algorithm using an analytically calculated point
spread function. The latter method allows to further obtain an estimation of the localization
precision.
[0093] According to an aspect the step of processing the acquired localization image data
comprises fitting of a model function
f(x, y) to the acquired fluorescent emission distributions from the single fluorescent
molecules in each of the two dimensional images of the time series:

wherein
x and y are cartesian coordinates in an object plane, perpendicular to the optical axis of
the microscope:
x0 and y0 are the starting parameters for the position, which are determined as the center
of the segmented signal;
A is the amplitude of the distribution, and
B0, B1, B2 are parameters describing linear background.
[0094] Prior to performing the fitting step, the individual fluorescent signals from the
fluorescent molecules may be detected along the acquired image series by performing
a division of each two subsequent images in the acquired time series of images. This
allows the detection of local intensity differences and facilitates the elimination
of the background noise. The fitting takes then into account the background subtraction.
[0095] After registration of positions of the fluorescent molecules through the whole localization
image data time series, all detected points may be assigned to one "merged" image,
in particular one merged two-dimensional image. Position and/or distance measurements
may be obtained from the barycenter distances between these reconstructed points taking
into account the localization precision. The reconstructed points are generally spread
by a Gaussian intensity distribution with a standard deviation equal to the mean localization
precision of the respective fluorescent molecules.
[0096] According to another aspect, the detected signals (i.e. the detected image data)
may be decomposed in its characteristic components or vectors (for example by means
of Fourier transformation or other transformations). In order to determine the contribution
of each component, respectively vector, the image data may be cross correlated with
the corresponding vector. For the segmenting step it is then possible to consider
only sampled data (i.e. pixels) with significant amplitude. By means of linear combinations
of different vectors, is is possible to carry out different classifications of the
detected signals.
[0097] According to a further aspect, in the step of acquiring localization image data the
one or more objects in the region of interest are illuminated by a structured illumination
light.
[0098] The structured illumination light may be a suitably spatially structured, respectively
patterned illumination light, in particular an illumination light, which is a suitably
spatially structured or modulated in the (x, y) object plane, i.e. plane perpendicular
to the optical axis of the localization microscope. Either the object (object scan)
or the phase (phase scan) of the illumination may be moved between two detected image
frames, i.e. between two image acquisitions. It is also possible to combine both techniques.
[0099] As disclosed in
DE 19830596.6,
JP 2000502406,
US 09462435,
PCT/EP 02/11343 and
WO 2006/127692 A2 the localization precision can be further increased if a structured illumination
is also employed for the localization microscopy. The illumination may be thereby
stationary during the signal acquisition and the fact is exploited that additional
information about the potential location of the detected single molecule is obtained,
since the fluorescent molecules are preferably located in a region with a higher intensity.
[0100] According to an aspect, a (spatially) structured, respectively modulated illumination,
which is moved during the excitation of at least one dye molecule, may be used. The
phase of the modulation is in this case reconstructed in the detected signal from
the fluorescence molecules. This enables the determination of the position of at least
one molecule associated with the signal relative to at least one fluorescent reference
point to be determined with maximal under these condition precision.
[0101] One advantage of the movement of the structured illumination during the signal acquisition
is that the single molecules can be localized with a maximal under these circumstances
precision. It is thereby exploited, that the relative position of the fluorescent
molecules to each other or with respect to an additional labeling can be determined
from the obtained phase information. The precision with which the phase can be determined
lies within a single-digit nanometer range. This precision differs in about one order
of magnitude from the conventionally achievable under these circumstances localization
precision.
[0102] Although in various SPDM/SALM methods a lateral (x,y) localization of single molecules
(i.e. in object plane perpendicular to the optical axis) can be successfully performed,
the localization along the optical axis (z) has proved to be challenging. To obtain
a three dimensional reconstruction of labeled objects (i.e. the x, y, z coordinates
of the fluorescently labeled molecules) various approaches can be used. One possible
solution is to use confocal laser scanning or confocal laser scanning 4Pi microscopy
to obtain the three dimensional positions of the objects.
[0103] Another possibility is to use the three dimensional information within the laterally
acquired signal. Since all light emitting (i.e. fluorescenting) molecules are "point-like"
(i.e. have size considerably smaller than the wavelength of the illumination light),
one can assume that they all are imaged in the same way (disregarding spatial orientation
effects of the molecules as producing aberrations in the 1 nm range under the conditions
used).
[0104] The fact that out-of focus objects appear more blurred, and that the Point Spread
Function (PSF) is not symmetric along the optical axis can also be used to localize
photon emitting sources in all spatial dimensions. If the propagation path of the
electromagnetic waves is well known, under else ideal registration conditions the
accuracy of the axial localization (i.e. along the optical axis) is restricted only
be the number of photons detected, analogous to the lateral localization (i.e. in
the object plane (x, y)). Using common photoactivatable or photoswitchable flurophores
in combination with biplane detection or a systematically modified PSF, a 3D localization
accuracy of about 60 to 80 nm FWHM can be achieved.
[0105] According to an aspect, the localization microscopy measurements are combined with
far, respectively wide field microscopical measurements employing spatially structured
or modulated illumination.
[0106] Thus, in an aspect the method may further comprise acquiring additional wide field
image data comprising a series of wide field images of the region of interest by employing
a wide field fluorescence microscopy using illumination light, which is spatially
structured, respectively modulated along an optical axis of the microscope, said acquiring
additional wide field image data being obtained by:
- illuminating the one or more objects in the region of interest with the structured
illumination light;
- detecting a wide field image of the fluorescent light emitted from the fluorescent
molecules of the one or more fluorescent labels;
- moving the object and/or the structured illumination light in discrete steps along
the optical axis and detecting at each step a wide field image of the fluorescent
light emitted from the fluorescent molecules, thereby obtaining said series of wide
field images of the region of interest,
wherein said step of acquiring additional wide field image data of the one or more
objects is carried out before the step of acquiring localization image data.
[0107] The method may further comprise the step of processing the acquired additional wide
field image data to obtain additional spatial information comprising information about
the spatial extension along the optical axis of at least one fluorescently labeled
object in the sample and/or additional spatial information of the positions of the
barycenters of the detected fluorescence emission distribution of the single fluorescent
molecules in the direction of the optical axis. The localization information obtained
by the localization microscopy may be combined with the additional spatial information
obtained by the wide field fluorescence microscopy using structured illumination light.
[0108] One of the advantages of the above approaches is that it is possible to overcome
the limit for the localization precision or accuracy along the optical axis at otherwise
identical conditions of the localization-microscopical observation. Depending on the
art, respectively type of the structural illumination it is possible to determine
with a precision of up to few nanometers the size of the fluorescently marked object
structures, which exhibit smaller extension, respectively size than the distance between
the maxima of the intensity in the structured illumination. The same applies also
to the position of the center, respectively barycenter of the labeling. Since with
a localization microscopy one is primarily interested in very small structures, it
is known immediately after one lateral detection and localization of the signal in
which "depth" (barycenter of the labeling) the molecule must be lying and with which
precision its position was determined (extension of the object). In this way it is
possible to carry out three-dimensional single molecular localizations with an absolute
precision (no standard deviation) of under 40 nm in axial and under 10 nm (about 4
nm standard deviation) in lateral direction even at quite poor photon yields.
[0109] Another advantage is that the combined method employing both localization microscopy
and wide field fluo-rescent microscopy using spatially structured illumination light
is considerably less dependent on the photon statistics of the single fluorescent
molecules used for labeling, since always a great number of molecules are simultaneously
contributing to the signal. A combined method according to an aspect of the invention
may increase the axial localization precision by factor of 30 in comparison with conventional
methods.
[0110] The illumination light may be spatially structured, respectively patterned in a number
of different ways. In particular, the structured illumination light may be an illumination
light spatially structured or modulated along at least the optical axis of the employed
(wide field) microscope. An example of such illumination light, which is spatially
structured along the optical axis is for example the standing wave field formed by
an interference of two counter propagating laser beams. This can be achieved for example
by focusing two beams emitted from the same laser source into the back focal planes
of two opposing high numerical aperture objective lenses. The fluorescence labeled
objects, respectively object structures positioned in the standing wave field, respectively
in the structured illumination field are excited according to their position. The
relevant image data may be obtained either by moving the object in the static structured
illumination (object scan), by moving the structured illumination, while the object
remains static (phase scan) or by a combination of both methods. Information concerning
the spatial extension along the optical axis of at least one fluorescently labeled
object in the sample and/or additional spatial information of the positions of the
barycenters of the detected fluorescence emission distribution of the single fluorescent
molecules in the direction the optical axis may be obtained from the intensity profile
along the optical axis.
[0111] According to an aspect wide field observation, respectively measurement of the object
can be carried out in advance. This allows making of some important conclusions or
assertions about the object itself before the object is reconstructed with the localization
microscopy. Thus it is possible for example to estimate in advance how well the labeling
has been carried out. Crude or relatively great changes in the structure such as for
example current or flow processes can be measured in vivo.
[0112] The detection, respectively collection of data according to an aspect can be carried
out within fewer than five minutes, which represents a difference of up to two orders
in comparison to alternative methods requiring up to several hours. This is particularly
advantageous for in-vivo observations in living systems. Thus, it is possible to avoid
demanding and complicated technical solutions, which may counter or alleviate drift
problems or provide for maintenance of life of the observed samples. In contrast,
with the proposed method it is possible to carry out a meaningful in vivo observation
also on the smallest structures.
[0113] The wide field measurements using structured illumination light, in particular spatially
modulated illumination light along an optical axis of the microscopic system may be
carried out by illuminating with light intensities under 1 kW/cm
2.
[0114] The processing of the obtained data may comprise:
- generating a common theoretical three dimensional model function for all detected
signals within the one or more objects, wherein said three dimensional model function
is divided in plurality of two dimensional layers along the optical axis, and
- performing a lateral cross correlation of the acquired three dimensional image data
and said three dimensional model function, wherein the maxima of the correlation function
represent both one object identification and one three-dimensional localization.
[0115] The three dimensional model function may be for example a three dimensional model
of the point spread function. The three dimensional lateral correlation (only two
of the three possible integrations are carried out) may be performed according to
the established mathematical principles, wherein each layer of the three dimensional
point spread function is associated with each image layer. Thus for example it is
possible to obtain the lateral and the axial amplitude maxima, which carry information
about both the lateral position (pixel with high amplitude) and the axial position
(layer with highest amplitude) of the fluorescent molecule, respectively fluorescently
labeled object.
[0116] The three-dimensional model function may be for example divided in "n" two-dimensional
layers. The three dimensional image data are obtained by combining "n" copies of a
single two-dimensional image from the obtained series of wide field images to a three-dimensional
data stack. The same operation (i.e. the lateral cross-correlation is carried out
for all images of the obtained time series of wide field images.
[0117] It is also possible to generate a common two-dimensional model function and to perform
a lateral cross correlation of the model function with each two-dimensional image
from the obtained series of wide field images.
[0118] The above described methods are also applicable to the image data obtained by means
of fluorescent localization microscopy. In particular, the cross-correlation method
can be also applied for sets of images obtained without the use of structured illumination.
In this case, the volume, respectively three dimensional information of the point
spread function is locally "compared" with the image data. It is thus possible not
only to combine the segmentation and localization processes but also to dispense with
a relatively computationally intensive fitting of the model function via fit-algorithms
such as Levenberg-Marquardt or other modified least-squares-algorithms. In particular,
the segmenting may be carried out by applying a threshold method, wherein significantly
higher amplitudes are assigned to the cross-correlation objects. The localization
of each object is carried out - as explained above - by evaluating the amplitude in
the segmented region.
[0119] When all detected signals from the dye molecules are emitted within a single small
structure it is possible to disregard the disturbing differences in the refraction
index of the environment, respectively surroundings. One single three-dimensional
model function is thereby generated and for example cross-correlated with the acquired
data batch, respectively data stack as explained above.
[0120] In the resulting stack it is possible to immediately carry out an identification
of the single molecules and simultaneously the position of each molecule in the object
or image space from the occurring maxima which describe the similarity of the model
function to the signal in one particular layer. Thus for example, information about
the position in the object or image space may be obtained by analyzing the position
of the maximum of the intensity.
[0121] A threshold method may be applied to the obtained correlation maxima. The threshold
method may be used for optimizing of the object identification and the 3D-localization
of the fluorescent dye molecules a threshold method. In particular, the threshold-analysis
method can be used to optimize the reconstruction method by evaluating only significant
maxima. Thus, additional means for quality control of the reconstruction may be obtained.
[0122] Instead of a cross-correlation a wavelet correlation or similar methods may be used.
[0123] The method may further comprise a step of a spatial calibration of the structured
illumination, wherein the spatial calibration carried out with the help of at least
one fluorescent reference point.
[0124] According to a further aspect a spatial calibration of the structured illumination
may be carried out with the help of at least one fluorescent reference point. By using
a calibration method and the employment of at least one fluorescent reference point,
with the aid of which the location, respectively position and the intensity of the
standing-wave field can be directly measured and oriented, it is possible to optimize
the utilization of the structured illumination and/or to describe the structured illumination
with maximal precision. As a reference point, a thin, weakly fluorescenting layer
on the coverglass of the coverslip, respectively sample preparation, such as for example
layer of photo-laquer, respectively photoresist, may be employed.
[0125] According to an aspect during the step of acquiring additional image data of said
one or more objects with wide field fluorescence microscopy using structured illumination
light, the one or more objects are illuminated with the structured illumination such,
that at least a portion of the fluorescence molecules of the at least one fluorescent
label is transferred in an active state and is used for the corresponding wide field
observation, whereas a second portion of the fluorescence molecules remains in an
inactive state. During the step of acquiring localization image data by employing
fluorescence localization microscopy a second portion of the fluorescence molecules
is activated by changing of the illumination light intensity of the optical radiation
to the one lying within the range of about 1 kW/cm
2 to about 1 MW/cm
2, wherein said step of acquiring localization image data by employing fluorescence
localization microscopy is carried out on the basis of the second part of the fluorescent
molecules. The above mentioned active state may be a fluorescent state, and the above
mentioned inactive state may be a non-fluorescent state, for example reversible bleached
state or an irreversible bleached state. In particularly, in an active state, the
fluorophor (or fluorescent molecule) is capable of emitting a characteristic radiation
in a given spectral range (which is detectable by the imaging system) upon excitation.
In an inactive state the fluorophordoes not exhibit any detectable emission. The inactive
states may be generally divided into "reversible" and "irreversible" depending on
their life span.
[0126] Accordingly, it is possible to use initially inactive fluorescent molecules for the
wide field measurements, if a sufficient portion of these molecules is activated for
the purpose of the wide field observation. The partial activating of the molecules
for the purpose of the wide field observation can be carried out for example with
a second illumination wavelength. Different activating methods, such as for example
thermal activation, can be also employed. The second portion of the dye molecules
is employed for the subsequent localization in the localization microscopy. It is
also possible to label the objects with a multiple labels comprising more than one
types of dye, respectively dye molecules, so that one type can be used for the wide
field observation and the other for the subsequent single molecule localization in
the localization microscopy.
[0127] A further aspect of the invention relates to thense of a fluorescence localization
microscope for obtaining a sub-resolution spatial information of a sample labeled
with at least one type label, said sub-resolution spatial information comprising localization
information about the positions of fluorescent molecules of the at least one type
fluorescent label in at least one spatial direction, said microscope comprising:
- an illumination optics defining an optical illumination path, configured to illuminate
the one or more objects in a region of interest;
- at least one additional optical element positioned within the optical illumination
path of the localization microscope, the at least one additional optical element configured
to enable a switching of the intensity of the illumination light to an intensity lying
within the range of 1 kW/cm2 to 1MW/cm2 and/or an adjustment, respectively regulation of the intensity of the illumination
light within the range of 1 kW/cm2 to 1 MW/cm2;
- at least one information acquiring sensor positioned in an optical detection path,
configured to detect at least a portion of the fluorescent light emitted by at least
a portion of the fluorescent molecules of the at least one type fluorescent label
upon illumination, thereby obtaining images of the illuminated region of interest,
and
- a processing unit for storing the images acquired by the camera.
[0128] Upon illumination, at least a portion of the fluorescent molecules of the at least
one type fluorescent label are transferred from the first state to the second state
and after recovery to the first state to a third, long-lasting inactive state (for
example an irreversibly bleached state).
[0129] The information acquiring sensor may be a two-dimensional sensor (for example a CCD-chip
or other suitable two dimensional sensor, respectively sensor array), the acquired
images are two dimensional images of the region of interest. Accordingly spatial information
in two dimensions may be obtained. In an aspect the obtained images are images in
an object plane. i. e. in a (x,y) plane substantially parallel to the optical axis
of the employed localization microscope, wherein x and y are cartesian coordinates
in said object plane.
[0130] In an aspect the processing unit is configured to store a plurality, respectively
a series of images detected by the information acquiring sensor atdifferent tyme steps
by repeatedly illuminating the sample and detecting the fluorescent light emitted
from the fluorescent molecules. The series of images may be stored in an appropriate
data structure, for example a three dimensional data stack comprising a plurality
of two dimensional images.
[0131] The microscope may further comprise one or more illumination sources, for example
one or more lasers. In an aspect the illumination light may be suitably spatially
structured, respectively modulated in at least one spatial direction, in particular
along the optical axis of the microscope. Accordingly, the microscope may further
comprise means for spatially structuring, respectively modulating the illumination
light in at least one spatial direction. An example of a suitably spatially structured,
respectively modulated light along the optical axis is the standing wave, respectively
illumination field formed by the interference of two counter propagating light beams.
Such standing wave field may be for example formed by focusing two beams emitted from
the same light source in the back focal planes of two opposing objective lenses having
high numerical apertures. Further relatively low price realizations of a structured
illumination can be for example by means of one or more optical gratings by means
of a multiray interference.
[0132] In an aspect very low price laser pointers may be employed as illumination sources.
This enables the realization of a fully functional wide field localization microscopic
set-up optionally with some type of structured illumination integrated into it for
a relatively low price. Even without employment of expensive special objectives, main
frame or large capacity computers and special sensors the imaging power of such systems
within an acceptable time period of under one hour may be better than that of conventionally
obtainable microscopic systems. In addition, the fact that in the simplest case there
is only one degree of freedom available to a user for manipulation (intensity control
for example via lens position) assures that such apparatus can be used by everybody
even without further knowledge in the field of optic, mechanic or electronic.
[0133] The localization microscope may have a confocal set-up of the optical illumination
path, a wide field set-up of the optical illumination path, a 4Pi set-up, a STED set-up
or STED-4Pi set-up or other modes of Point Spread Function Engineering ans Structured/Patterned
Illumination Schemes. The detection path may have a wide field arrangement. In particular,
the information acquiring sensor may be a two-dimensional sensor array capable of
obtaining two-dimensional images of the region of observation.
[0134] According to an aspect a conventional wide field illumination can be easily modified
by the employment of at least one suitable optical element so as to enable the switching
and/or the adjustment of the intensity of the optical radiation, respectively illumination
light to an intensity lying within the intensity range of 1 kW/cm
2 to 1 MW/cm
2. Thus the methods according to any of the aspects of the invention can be enabled,
respectively facilitated. With certain dyes or markers it can be advantageous to extend
this intensity interval or window in the direction of the higher or lower values.
[0135] The at least one additional optical element may comprise one or more of
- at least one lens or a lens system;
- at least one gray filter or a gray filter set;
- at least one polarization filter;
- at least one acoustooptical mdulator; and/or
- at least one electrooptical modulator.
[0136] Particularly easy to implement in a microscope are for example a single lens or a
lens system or a single gray filter or a gray filter set. A polarization filter or
a set of polarization filters may provide a convenient alternative for continuously
adjusting or regulating the intensity of the illumination with polarized light sources.
[0137] Acousto-optical or electro-optical modulators according represent still another alternative.
Similarly, it is possible to implement a combination of the above elements, for example
a combination from a single lens and a gray filter set.
[0138] The microscope may further comprise at least one additional sensor, which is used
in at least one additional optical detection path, said additional sensor and said
additional optical detection path configured to register at least a portion of the
fluorescent light, which does not reach the information acquiring sensor.
[0139] At least one second additional optical element may be positioned in the least one
additional optical detection path.
[0140] The microscope may comprise furthermore a processing unit, configured to process
the acquired localization image data to obtain sub-resolution spatial information
of a sample labeled with at least one type fluorescent label, said sub-resolution
spatial information comprising localization information about the positions of fluorescent
molecules of the at least one type fluorescent label in at least one spatial direction.
In particular the processing unit may be configured to determine in each of the detected
images of the series the positions of the barycenters of the detected fluorescence
emission distributions from the single fluorescent molecules of the one or more fluorescent
labels in at least one spatial direction.
[0141] The processing unit may be further configured to process the localization information
about the positions of fluorescent molecules of the at least one type fluorescent
label in at least one spatial direction, so as to obtain sub-resolution spatial information
regarding one or more fluorescently labeled objects in the region of interest, said
sub-resolution spatial information comprising information about the spatial position
of the one or more objects, and/or the size of the one or more objects; and/or the
distances between the objects in at least one space direction.
[0142] According to an aspect, the processing unit may be further configured to perform
a fitting of a model function
f(x, y) to the acquired the acquired fluorescent emission distributions from the single fluorescent
molecules in each of the two dimensional images of the time series:
wherein x and y are cartesian coordinates in an object plane, perpendicular to the optical axis of
the microscope;
x0 and y0 are the starting parameters for the position, which are determined as the center
of the segmented signal;
A is the amplitude of the distribution, and
B0, B1, B2 are parameters describing linear background.
[0143] The processing unit may be further configured to process an additional wide field
image data obtained by using wide field fluorescent microscopy with structured illumination
light, so as to obtain additional spatial information comprising information about
the spatial extension along a further spatial direction of at least one fluorescently
labeled object in the sample and/or additional spatial information of the positions
of the barycenters of the detected fluorescence emission distribution of the single
fluorescent molecules in the at least one further direction. The at least one further
direction may be along the optical axis of said microscope. The processing unit may
be further configured to combine the localization information obtained by the localization
microscopy with the additional spatial information obtained by the wide field fluorescence
microscopy using structured illumination light.
[0144] The processing unit may be configured to:
- generate a common theoretical three dimensional model function for all detected signals
within the one or more objects, wherein said three dimensional model function is divided
in plurality of two dimensional layers along the optical axis, and
- perform a lateral cross correlation of the acquired three dimensional image data and
said three dimensional model function, wherein the maxima of the correlation function
represent both one object identification and one three-dimensional localization.
[0145] A processing unit may be further configured to applying a threshold method to the
obtained correlation maxima.
[0146] The processing unit may comprise an appropriately programmed general purpose processing
chip, or a dedicated hardware. The processing unit may be connected to the storing
means and configured to read data stored in the storing means.
[0147] The above methods according to any of the aspects of the present invention allow
precise determination of object positions and have the potential to circumvent the
optical resolution limit given be diffraction theory. In order to use localization
to obtain structural information far below the diffraction limit, the "point like"
components of the structure have to be detected independently, even if their distance
is lower than the conventional optical resolution limit.
[0148] According to the invention the conventional SPDM/SALM concept has been extended by
exploiting intensity illumination in the range of 1kW/cm
2 to 1MW/cm
2 (a range which have been previously avoided in the fluorescence localization microscopy)
and transitions between three fluorescent states. Such transition may be realized
for example by the employment of novel spectral signatures offered by reversible photobleaching
of fluorescent molecules, in particular non-genetically modified fluorescent protein
molecules. One advantage is that "conventional" fluorescent proteins, i.e. proteins
without the chemical modifications described for PALM and FPALM application, may be
successfully utilized for the purposes of sub-resolution fluorescence microscopy.
Since biological specimens labeled with such fluorescent proteins are most common,
the methods according to an aspect of the invention employing such fluorophores have
a vast range of applications, including the potential for in-vivo measurements. Another
advantage is that it is possible to achieve single molecule lateral (x,y) localization
accuracy below 10 nm not only for special photoactivatable fluorescent proteins, but
also for "conventional" ones.
[0149] Still other advantages are the short data acquisition and data processing times.
In an example, the typical data acquisition rate is about 100s in which an object
area of up to 90µm x 90µm could be recorded and considerably more than 100,00 molecules
localized. The data processing aspect of molecule localization currently takes time
in order of few minutes. By using fast modern dual-core processors, it is possible
to carry out calculations on-line during image acquisition. Hence, high throughput
fluorescence imaging at molecular optical resolution applying visible light in combination
with widely used flurophores becomes feasible.
[0150] Another aspect relates to a combination of this technique (i.e. SPDM/SALM lateral
((x,y)) localization microscopy) with Spatially Modulated Illumination (SMI) microscopy
techniques for axial size dz and/or mean position z
0 determination. This novel technique allows fast three dimensional (3D) imaging of
nanostructures, in particular biological nanostructures with an effective 3D optical
resolution (x, y, z) of single molecules of approximately 20 nm in the lateral and
50 nm in the axial direction corresponding to about 1/25
th to 1/10
th of the exciting wavelength. For the application of the combined SPDM/SMI 3D imaging
approach, some a-priori information about the labeled object may be required. This
condition, however, can be fulfilled for most nanostructures, in particular for most
biological nanostructures to be analyzed.
[0151] One example of an application of the combined extended SPDM/SMI technique is to elucidate
the 3D cell structures of small cell protrusions by using membrane associated proteins.
In one example the rodlike 3D structure of such a protrusion with a diameter around
50 nm was elucidated for the first time using a wide field fluoresce microscopy approach.
Such almost ultrastructural 3D resolution is almost impossible to obtain by a conventional
confocal laser scanning microscopy.
[0152] As the achievable effective three dimensional (3D) optical resolution may be increased
to about 20 nm laterally and 50 nm axially (and higher), numerous applications in
the structural elucidation of cellular nanostructures are feasible. Examples for such
application are individual gene domains in the genetically active and inactive states;
environmentally induced changes of chromatin nanostructures; size and nuclear distribution
of replication factories and repair complexes; nuclear pore complex distribution;
arrangement of polyribosomes; distribution of ion channels on the cell membrane, etc.
Another important application is the possibility to count single molecules, for example
on the cell membrane, or RNA transcripts. Although the SPDM procedure so far allows
to register only a part of all labelled molecules, the numbers obtained are minimum
absolute numbers. For example, an SPDM count of 100,000 proteins in a cell membrane
(including both the upper and the lower side) of 20 x 20 x 2 = 800 µm
2 would result in a minimum mean absolute membrane density of 125 proteins/µm
2 or one protein in 90 nm x 90 nm. Furthermore, it would allow to assess the homogeneity
of molecule distribution at a resolution level in the macromolecular range. Numerous
applications of such molecule counting and distribution analysis may be envisaged,
from "fundamental molecular biophysics" to the efficiency of pharamaceutical compounds
transport across the cell membrane.
[0153] In case sufficiently photostable fluorochromes with phtoconvertible "dark" and "bright"
spectral signatures are used, form the point of SPDM/SMI microscopy a further improvement
of 3D effective resolution may be achieved. For example, if 5,000 to 10,000 photons
could be registered from a single molecule, under else ideal conditions an improvement
of the axial localization accuracy, up to an axial (z
0) localization accuracy around 1 nm is achievable. To also achieve an improvement
in the lateral localization accuracy, up to 1 nm with such photon numbers, in addition
to axially structured illumination, laterally structured illumination may be used.
Such an improvement in x,y,z localization would allow an effective optical 3D resolution
in the 2nm range and hence be sufficient to make possible wide field light optical
structural analyses even of the components of macromolecular complexes in the interior
of the cells. Some possible applications may be: single gene domains; the replication
factories responsible for the doubling of the cellular DNA; the repair complexes responsible
for the repair of environmentally induced genome alterations; the chromatin remodelling/
silencing complexes responsible for the expression related modification of genome
nanostructure; the transcription factories allowing the "reading" of the genetic code;
the splicing factories processing the transcribed RNA; the nuclear pore complexes
controlling the traffic between cell nucleus and the rest of the cell; the ribosomes
translating RNA into proteins; the proteasomes controlling the decomposition of proteins;
the ion channel complexes controlling the transport of ions across the cell membrane;
or the cell junction complexes responsible for formation of tissues.
[0154] Accordingly, it is anticipated that the extended SPDM/SALM method and in particular
a combination of this method with SMI and other novel developments in laseroptical
nanoscopy will eventually bridge the gap in resolution between ultrastructural methods
(i.e. with nm resolution) and visible light far field microscopy (conventionally hundreds
of nm resolution) in such a way, that the same cellular structures can be imaged at
almost similar (down to molecular) resolution. Such a "correlative microscopy" may
provide an essential contribution to a direct insight into the "machinery" of life
on the individual cell level, from the change in folding of the chromatin fiber at
the activation/silencing of a gene, to its transcription, to the processing of the
mRNA produced, to the transport to the cytoplasm through the nuclear pores, to the
translation into proteins, to the assembly and disassembly of macromolecular complexes,
up to the signal transduction at the cell mem brane and to cell-to-cell interactions.
Beyond these exciting prospects for the molecular biophysics of the cell, it is anticipated
that laseroptical nanoscopy methods will also provide an additional valuable tool
for the analysis of the interaction of "biomolecular machines" (BMM's) and pharmaceutical
drugs on the level of single cells/ singe BMM's. The extended SPDM/SALM far field
fluorescence microscopy approaches according to an aspect of the invention may be
applied not only for measurements in the fields of bioscience and the physics of biological
structures butalso in the material science. For example, wherever a surface nanostructure
has to be characterized and fluorescence labelling of surface molecules is feasible,
a fast light optical analysis would become possible and this complement the high resolution
but also more time consuming measurements by electron microscopy.
[0155] Details of the invention as well as further features, applications and advantages
are discussed in the following embodiments or examples with reference to Figures 1
to 10.
Fig. 1 shows one example of an apparatus with structured wide field illumination and
a lens system, whereby two different detection optical paths are realized.
Fig. 2 shows an explanation of a method according to an aspect of the present invention.
Fig. 3 shows a second example of an apparatus with a minimal number of necessary components.
Fig. 4 is a schematic representation of a further example of a microscopic set-up
employing localization microscopy (SPDM).
Fig. 5 illustrates an example of the frequency distribution of an estimated 2D - localization
precision.
Fig. 6 shows a frequency distribution of the nearest neighbor distances for each localized
fluorescent protein and the same analysis for three simulated random distributions
of the same point density.
Fig. 7 is a schematic representation of still another example of a combined SPDM/SMI
microscopic set-up.
Fig. 8 illustrates the principle of a three dimensional sub-resolution measurements
of a given fluorescently marked object.
Fig. 9a and 9b show the corresponding histograms of the distribution of photon numbers
registered per molecule for two measured Cal-51 cells.
Fig. 10 shows a histogram of localization accuracy (pairwise mean value of x and y
localization precision) for a measured Cal-51 cell.
[0156] An apparatus according to the example of Fig. 1 Comprises an optical light source
1, which is suitable for the emission of optical radiation with at least one wave
length. The best value for money ratio is offered by lasers as optical sources. A
movable lens system 2 is utilized to change over, respectively switch into, the intensity
range used for localization microscopy after a wide field measurement using structured
illumination light is completed. In addition the movable lens system may be utilized
to adjust the intensity of the illumination light within the intensity interval of
1 kW/cm
2 to 1 MW/cm
2. For this purpose the optical radiation form the light source 1 is collimated to
a thin ray with the use of the lens system 2.
[0157] In this example a periodic structured illumination is generated 17 between the first
objective 9 and the additional second objective 10. The sample 11 can be freely moved
through the structured illumination in the object space between the first objective
(9) and the second additional objective 10. To achieve this, an interferometric set-up
is realized with the help of the beam splitter 3. The mirror 4 is movable, thus enabling
the change of the upper arm length of the interferometer with respect to the lower
arm length. In this way it is possible to move or shift the structured illumination
through the object space. The first focusing lens 5 and the second focusing lens 6
each focus in the rear focal plane of the respective objective and enable thus the
generation of structured wide field illumination. The first dichroic beam splitter
7 and the second dichroic beam splitter 8 separate the excitation light of the source
(dotted line) from the emission light (dashed line) coming from the sample 11.
[0158] The sample 11 is transparent for the light on both sides of the optical axis. In
this way the photons emitted from the sample 11 in the direction of the first sensor
13 reach the first sensor 13. The same is also valid for the second sensor 14 and
the photons emitted in the direction of the second sensor 14. If it is desirable to
realize only the first detection optical path 15 which comprises, respectively is
formed of the first objective 9, the second dichroic beam splitter 8 and the first
sensor 13, then the second dichroic beam splitter 8 can be replaced by an additional
mirror 26 and the cylindrical lens 12 and the second sensor 14 can be omitted.
[0159] The addition of the second detection optical path 16 alone improves the localization
precision by about 40% at approximately isotropic radiation of the molecule due to
the higher number of detected photons in comparison with the detection employing only
one detection optical path 15. The employment of the cylindrical lens 12 further allows
improving the axial localization precision with pure localization microscopy at the
expense of the lateral localization precision.
[0160] The apparatus of Fig. 1 is only one example of an optical set-up, which allows overcoming
the limit of the localization precision with the pure localization microscopy by means
of employing an additional far, respectively wide field analysis. The generated homogenously
structured illumination is similarly only example of a structured illumination and
can be replaced by other types of spatially structured illumination.
[0161] A method for overcoming the limit for the localization precision is shown in detail
in Fig. 2. For a more clear view one of the lateral dimensions (y) is disregarded,
since it is completely equivalent to the other lateral dimension x.
[0162] The object 18 is initially subjected to the structured illumination 17. Two types
of measurements may be thereby undertaken: The so-called phase scan at which the structured
illumination 17 is shifted or moved and the object 18 is immobile, respectively not
moved and the so-called object scan, during which the object 18 is moved relative
to the static structured illumination 17 and relative to the static objective. A combination
of both methods is also possible.
[0163] With any of the both scan methods the light emitted from the whole object 18 in the
region of interest is detected by the sensor (for example a two-dimensional sensor)
and the corresponding sensor image is stored in a suitable storage means. From the
phase scan it is possible to extract the relative z-phase of each lateral point with
a precision of a few nanometers by evaluating for each sensor element the resulting
modulation 19. From this information it is possible to obtain the position of the
barycenters of the fluorescence of the observed objects 18. From the object scan it
is possible to extract with a precision of about a few nanometers the extension along
the optical axis of each lateral point by evaluating for each sensor element the resulting
modulation 21. The extension of the object 18 along the optical axis can be determined
with a nanometer precision from the modulation contrasts (1-R1/R2, wherein R1 is the
inner envelope of the modulation and R2 is the outer envelope of the modulation).
In total full information about the position and extension of the object 18 along
the optical axis 23 is obtained. For each laterally localized fluorescence molecule
the axial position (relative phase converted to real distances) and the localization
precision (extension of the object 18 can be determined with a nanometer precision.
For the described far, respectively wide field measurement a single object scan or
a single phase scan is sufficient. Optimal results can be achieved by a combination
of the two scans as shown in Fig. 2, since the methods are differently suitable for
obtaining different conclusions, respectively information. In Fig. 2 the reference
sign 20 in is referring to the determination of the axial position of the emission's
barycenter (object position) and the reference sign 22 is referring to the axial extension
of the observed object along the z-axis.
[0164] A further example of an apparatus (microscope) according to an aspect of the invention
is shown in Fig. 3. This apparatus uses a minimal number of optical and mechanical
components. The illumination optical path consists only of a single source of optical
radiation 1, a movable lens 24, a first dichroic beam splitter 7 and the first objective
9. The focal length of the lens 24 is determined such that a switch to and an adjustment
of the intensity within the interval of 1 kW/cm
2 to 1 MW/cm
2 is possible. The excitation light from the source 1 (dotted) passes through the sample
11 and is back reflected by the movable mirror 25. Between the first objective 9 and
the movable mirror 25 of standing wave field is built, which can be used for the far
field examination in the above described way. The structured illumination can be shifted
by means of a movement of the mirror 25. Equally an optical grating or a further optical
element can be used to realize the structured illumination. With the above described
method and the above described apparatus it is possible to realize a highly precise,
fast and at the same time simple, economical and inexpensive localization of single
dye molecules in the fluorescence microscopy.
[0165] Figures 4 to 6 relate to still another example of an apparatus and a respective method for sub-resolution
localization information in the nanometer resolution scale by employing an SPDM with
conventional fluorochromes that show "reversible photobleaching" or "blinking". As
already explained above, the "reversible photobleaching" has been shown as a general
behavior in several fluorescent proteins, e.g. eGFP, eYFP or eCFP, or mRFP upon illumination
with high intensity light. The effect has been described as pH-dependent, usually
occurring on a time scale of 10 - 100 s, which can be modified under laser exposure.
Similar "blinking" mechanisms exist for other, non protein based fluorescent dyes,
e.g. Alexa 488. Any fluorochrome of this family of excitation activated, reversibly
photobleaching fluorochromes will be called with an acronym "PHYMOD" fluorochromes
(PHYsically MODifiable fluorochromes). The "PHYMOD" fluorochromes used according to
the invention are non-genetically modified fluorescent proteins.
[0166] Subcellular structures were labeled with different PHYMOD fluorochromes and images
acquired in a fast time sequence under appropriate focusing conditions of the excitation.
In this particular example, a localization precision down to 5 nm could be achieved,
and the measured structures visualized by far field light nanoscopy with an effective
optical resolution down to the molecular scale in the range of 10 nm.
[0167] In Fig. 4 the principal set-up of the SPDM microscope is shown schematically. Specimens,
respectively samples 41 prepared on standard glass slides according to routine biological
preparation conditions were used. The prepared sample 41 is placed on a piezo-electrical
stage 44 controlled by a controller.
[0168] The samples 41 can be imaged for example in a standard far-field epifluorescence
mode or in a single molecule SPDM nanoscopic mode. Samples 41 labeled by PHYMOD fluorochromes
are illuminated by a first laser 31 (for example an Ar+-laser 32 at 488 nm) or a second
laser 32 (for example a Kr+-laser at 568 nm), which are focused by an objective lens
43, for example an objective lens with 100x/NA1.4, oil (Leica). Using additional tubus
optics, this focusing may be modified in such a way that many fluorescent molecules
in the observation volume are exposed by moderate to high laser power (about 1 kW/cm
2 to 1 MW/cm
2) within a broad region of interest ("sub-critical focusing"). Under these conditions,
PHYMOD fluorochromes exhibit their characteristic reversible photobleaching or blinking
which is used to identify and spatially assign the localization of individual molecules.
[0169] In a specific example, about 10,000 to 100,000 single molecules could be detected
in a region of interest of presently up to 70 µm x 70 µm. Using a sensitive image
acquisition camera 42 (for example SensiCam qe, PCO) with a quadratic pixel size of
6.45 µm x 6.45 µm as an image information acquiring sensor, time series of two dimensional
(2D) images are acquired with a repetition rate of about 10 - 16 Hz. A typical time
stack of 2,000 images is generally acquired within approximately 2.5 min. The two
dimensional images acquired by the camera 42 are stored in a storage unit, respectively
storage means of a processing unit 45. The processing unit 45 may furthermore comprise,
respectively implement the controller, controlling the piezo-stage. In addition the
processing unit 45 may be configured to process the obtained series of images to obtain
spatial and/or distance information. The processing unit 45 may be for example a general
purpose computer, such as a personal computer, a dedicated hardware, etc.. The processing
unit 45 may furthermore comprise a graphical user interface, for example an interactive
graphical user interface, enabling the display of the detected images and of the results
of the image processing.
[0170] In Fig. 4 reference signs 34 and 35 denote dichroic elements (dichroic mirrors),
reference signs 36 to 39 denote lenses or lens systems, reference sign 40 denotes
blocking filter, respectively dichroic element to block the illumination light; reference
sign 45 denotes objective lens and reference signs 46 to 48 denote mirrors.
[0171] For localization and distance measurements between individual molecules, several
computer algorithms carried out by the processing unit 45 can be employed. In one
example, the PHYMOD fluorochromes can be detected along the acquired image series
by division of each two subsequent images, which allows the detection of local intensity
changes corresponding to appearing and disappearing single molecule signals. In a
given image frame, all signals of PHYMOD fluorochromes are registered simultaneously,
and a model function is fitted to their barycenter of fluorescence (i.e. "gravity
center of intensity") in the original image. This accurate position determination
may be performed by a non linear fit based on the Levenberg Marquard algorithm using
an analytically calculated point spread function or a Gaussian distribution, both
taking into account a background signal approximation. The positions can determined
along with estimates of the individual localization precision, that are consistent
with the estimates taking into account the acquired photon number of each signal.
[0172] After registration of the positions of the individual molecules through the whole
image time stack, all these positions are assigned to one "merged" 2D image. To indicate
the localization accuracy they can be spread by a Gaussian intensity distribution
with a standard deviation equal to the mean localization precision of the respective
molecules. Distance measurements can be obtained from the barycenter distances between
these reconstructed positions taking into account the localization precision for error
estimates.
[0173] In order to indicate the potential of the SPDM nanoscopy according to an aspect of
the invention in cellular systems, as an example SKBr3 mamma carcinoma cells were
grown on cover slides according to standard conditions and the plasma membrane and
its protrusions were visualized using Organelle Lights™ (Invitrogen) according to
the manufacturers protocol with YFP subjected to PHYMOD conditions. 20 or 48 hours,
respectively, after the transduction the cells were fixed with 4% formaldehyde in
PBS and embedded with ProLong® Gold antifade reagent (Invitrogen). In this way only
proteins restricted to the cell membrane were labeled.
[0174] The so prepared human SKBr3 cells were measured using the above optical set-up. The
individual YFP molecules in this cell could be localized with a precision estimate
of about 14 nm on average and down to a minimum of 5 nm,
[0175] Fig. 5 illustrates the frequency distribution (ordinate) plotted as a function of
the estimated 2D - localization precision in nm (abscissa) of measured 12,115 fluorescent
molecules, with a mean localization precision of 14.8 nm. More than 500 molecules
in this image exhibit a localization precision of better than 8 nm. From these localization
data, distances can be determined in the 10 - 30 nm range.
[0176] Fig. 6 shows the frequency distribution (ordinate) of the nearest neighbor distances
in nm (abscissa) for each localized fluorescent protein (line L1) and the same analysis
for three simulated random distributions of same point density (lines L2 to L4). In
Fig. 6 a nearest neighbor distance determination for all molecules within a predetermined
region of interest is compared with three random distributions (uniform spreading)
of the same marker density. The result shows that the fluorescent proteins are randomly
distributed in this area. Structure information like local density as well as periodicity
or orientation traits can be obtained out of the shape of the calculated curves.
[0177] Thus, it was possible to localize individual molecules in cell membranes by the SPDM
nanoscopy according to an aspect of the invention. The results indicate that using
PHYMOD fluorochromes, it becomes possible to acquire images in which distances in
the 10 nm range are resolved using only slightly modified standard epifluorescence
microscopic set-ups and conventionally labeled specimens respectively conventional
fluorescent labels. This makes the technique easy to handle, fast and economical.
The acquisition of an image stack of several thousand images takes a few minutes only.
In this way even applications in live cell imaging become possible. It is possible
to apply SPDM nanoscopy also to cellular specimens labeled with the following fluorochromes:
eGFP, CFP, Alexa 488, Alexa 568. Position and distance determination at the low nanoscale
offer the possibility for a large number of structural investigations. This opens
new perspectives for correlative microscopy (light microscopy versus ionizing imaging
techniques). For the example shown here we have so far only applied 2D-SPDM nanoscopy.
With the combination of SPDM nanoscopy and SMI (Spatially Modified Illumination) microscopy
or other techniques of structured illumination, 3D - imaging with an effective optical
resolution in the range of few tens of nanometer is in principle achievable. These
developments in high resolution fluorescent nanoscopy will offer new insights in cellular
structure and function.
[0178] Thus, an aspect of the present invention concerns a novel technique of far field
localization nanoscopy combining Spectral Precision Distance Microscopy (SPDM) and
widely used non-genetically modified fluorescent protein fluorochromes like the GFP
derivatives CFP, eGFP, YFP and eYFP as well as optionally additional fluorophores
such as fluorescein derivatives, such as Alexa 488 and Alexa 568. SPDM allows the
surpassing of classical resolution limits in fluorescence far field microscopy by
precise object localization after optical isolation in time. Based on the principles
of this technique laser optical precision localization and image reconstruction with
highly enhanced resolution in intact cells can be realized. This allows in particular
for nanometer spatial assignment of individual fluorescent molecules with subpixel
precision which was achieved by means of excitation intensity dependent reversible
photobleaching of non-genetically modified fluorescent proteins and fast time sequential
imaging under appropriate focusing conditions. The advantage of the technique is that
it can be easily applied to cellular nanostructure analysis. Using genetically encoded
yellow fluorescent protein, membrane structures can be determined by visible light
with a localization precision down to 5 nm; hence distances in the range of 10 - 30
nm were nanoscopically resolved between individual fluorescent molecules allowing
to apply different quantitative structure analysis tools.
[0179] Figures 7 to 10 relate to examples of an apparatus and a method employing SPDM/SALM in combination
with Spatially Modulated Illumination (SMI) along the optical axis to carry out three
dimensional measurements, in particular a three-dimensional (3D) single molecule localization
and a corresponding 3D effective resolution.
[0180] The employment of the SMI Microscopy allows the determination of the axial extension
(i.e. "size") of a fluorescently labeled nanostructure (at a given x, y position)
down to a few tens of nm. For example, if the axial (z) extension dz of such a nanostructure
has been determined to be 30 nm, this means that most of the molecules within this
nanostructure have an axial distance from each other not exceeding 30 nm. Consequently,
the smallest resolvable axial distance (or z-resolution) would also be around 30 nm;
if a significant number of molecules would have a larger z-distance from each other,
this would lead to a broader (z) extension than measured. In addition, the mean axial
localization z
0 of these molecules is given by the maximum of the axial SMI intensity distribution.
[0181] From this general idea, the following approach was envisaged according to an aspect
of the present invention. Firstly, the position interval dz of the molecules along
the optical axis (z) is determined for every single (x, y) pixel. The smaller the
axial extensions dz of the labeled nanostructures are the more precisely their markers,
respectively labels (fluorescent molecules) can be localized along the optical axis,
and hence the better the axial effective optical resolution will be (i.e. the smallest
axial distance between two labeled molecules which can be detected). For example,
if the literal (x, y) localization accuracy is assumed to be 15 nm, and if the minimum
measurable axial (z) extension dz is assumed to be 30 nm, then a lateral distance
between molecules equal or larger then about 35 nm should be delectable, this should
be detectable due the resulting broadening of the axial extension. From this, for
this example, an overall 3D resolution around 40 nm may be estimated.
Optical Set-up
[0182] Fig. 7 is a schematic overview of a combined SPDM/SMI optical set-up used to carry
out sub-resolution measurements. One major improvement compared to a far field fluorescence
microscope is the structured illumination pattern in the form of a standing wave field
along the optical axis created between the two objective lenses. This standing wave
field permits to obtain accurate size and position information along the optical axis
z. A second detection path using the second objective and a further sensor can easily
be established, allowing either the detected photon number to be doubled, or biplanar
detection to be implemented, whilst retaining the same in-plane strength.
[0183] In this example a SMI microscopic set can be used to carry out SPDM observations
with molecules subjected to reversible photobleaching. For illumination and excitation,
up to three laser sources 51 are available for λ
exc = 488 nm, 568 nm and 647 nm. The light sources 51 can be independently switched on
and off with shutters before being combined with dichroic mirrors. The three laser
lines are directed into the collimator 52, comprising two achromates with 10 mm and
100 mm focal lengths, respectively, to expand the beam to a diameter of approximately
20 mm. The expanded laser beam is then split by a 50:50 beam splitter 53, yielding
two coherent counter-propagating and collimated laser beams, which are focused into
the back focal plane of two opposing oil immersion objective lenses 54 and 55 (for
example oil immersion lenses 100x, NA=1.4). This results in two counter-propagating
collimated beams. Interference between these two beams produces a standing wave field
in the space between the two objective lenses 54 and 55, and hence a cos
2-shape distribution of the intensity along the optical axis z.
[0184] Samples may be prepared using ordinary object slides and/or coverslips and are then
placed between the two objective lenses and moved along the optical axis with a piezo-electrical
stage 56, allowing 3D image stacks of the specimens, respectively samples to be recorded.
An additional piezo-electrical stage controlling the position of a mounted mirror
57 (Piezo Mirror) allows the relative phase in the two interferometer arms to be varied.
The emission light from the fluorescently labeled target regions collected the detection
objective lens 55 is then separated from the excitation light by a dichroic mirror
58 and focused by a tube lens (not shown) onto a highly sensitive 12-bit black-and-white
CCD camera 59 for imaging. In front of the CCD chip, a blocking filter wheel 60 blocks
any remaining excitation light and, depending on filter selection, out of band fluorescence.
Moreover a white light emitting diode can be used in transmission mode to locate the
focal plane in order to reduce bleaching of the dyes. In Fig. 7 the reference signs
61 and 62 denote respectively a first (61) and a second focusing (62) lenses and the
reference sign 63 denotes a mirror.
Data Acquisition
[0185] The combination of SPDM/SMI methods for high resolution 3D imaging uses two different
acquisition processes, a SPDM localization image acquisition process and a SMI image
acquisition process.
[0186] First, SMI images are taken at low illumination intensities with negligible bleaching.
A typical intensity is about 100 W/cm
2 and camera integration time of 100 ms per frame. For this, the object and the structured
illumination are moved relative to each other in discrete steps (Δz) of typically
20 to 40 nm. In case the object is stationary and the structured illumination is moved
by for example adjusting the Piezo Mirror 57 of the optical set-u shown in Fig. 7,
this is called a phase scan. Otherwise if the object itself is moved in the standing
wave field by for example adjusting the piezo stage 56 in the optical set-up shown
in Fig. 7, the process is called an object scan. Each of the phase and the object
scan yields the desired axial information. After each Δz step a wide field image is
recorded by the CCD camera, and all the images (in a specific case about 200) are
saved on a suitable storage medium within a firstdatastack, called a z-stack.
[0187] After the SMI mode registration is completed, data acquisition for the 2D SPDM localization
is performed at high laser intensities of about 1kW/cm
2 to about 1 MW/cm
2. In one implementation only one laserline (λ
exc = 488 nm) is used for all measurements. No further object movement is necessary during
the 2D SPDM acquisition process. Applying frame rates of 10 fps to 18 fps (fps-frame
per second) the individual wide field images (about 1000 to 3000 per object) are saved
in sequence within a second datastack, called a time stack.
[0188] The region of interest may be the same for the two acquisition processes. The region
of interest may be set for example to 100 µm
2 to 5000 µm
2, depending on the structure of interest.
Data Evaluation
2-D Localization
[0189] After the data acquisition, the first evaluation step may be the 2D SPDM localization.
Since the source of the acquired signal is a "point-like" molecule (i.e. diameter
<< λ
exc), for the evaluation the knowledge of how "point-like" objects are imaged by the
microscope system may be applied. Based on this knowledge, a model function may be
fitted to the acquired signals taking into account effects of data sampling (size
and distance of the pixels of the CCD camera) and the corresponding noise nature.
[0190] To use the noise considerations of the fitting algorithm in an appropriate way, a
conversion from camera counts to photons may be performed, using in particular information
about the quantum efficiency in the specific light mode (for example low light mode)
of the CCD camera, which is usually provided with the manual of the CCD camera and
an information about the Analog/Digital (A/D) conversion factor in the specific gain
mode. In one example the used CCD camera is a 12-bit black-and-white camera (SensiCam
QE, PCO Imaging, Kelheim, Germany), for which in low light mode the quantum efficiency
for YFP emission radiation between 490 and 560 nm is 64±1% or 0.64 e
-/photon. Taking in mind that the Analog/Digital (A/D) conversion factor in this high
gain mode is 2e
-/count, the count number is multiplied by 2/0.64 photons/count = 3.13 photons/count.
[0191] The fitting process may be carried out using for example two different implementation
of the Levenburg-Marquardt algorithm with a Gaussian distribution
f(
x, y) of photons and model function for the signal in the object plane:

[0192] In the above formula x
0 and y
0 are the starting parameters for the position, which ware determined as the center
of the segmented signal. A is the amplitude of the distribution, and
B0, B1,
B2 are parameters describing linear background.
[0193] This first fitting algorithm solves the weighted least squares problem considering
the known noise model of the signal acquisition (Gaussian read-out noise of the detector
combined with Poissonian photon and conversion noise). The second fitting algorithm
is least squares algorithm. Both algorithms are computer implemented and may be implemented
in various programming languages or software packages executed on a general purpose
or a specialized computer or computing hardware or on a network of computers.
[0194] The origin of the signal, and hence, the position of the source molecule (i.e. the
fluorescent molecule, which is the source of a particular signal) can be determined
laterally (i.e. in the object plane x, y) with an accuracy (standard deviation) σ
lat of less than 5 nm (localization accuracy). Under the conditions used in the second
embodiment, the localization errors resulting from the unknown orientation of the
molecules may be neglected. Since the limit of the localization accuracy can be estimated
by the relation σ
lat = λ
emission / [NA*n
γ1/2], given the emission wavelength λ
emission, the numerical aperture of the optics NA and the number of detected photons n
γ, the main limitation of the localization precision is the number of the collected
photons.
3D Localization
[0195] The principle of 3D localization is summarized in
Fig. 8. An exemplary nanostructure of interest (i.e. object of interest) with lateral (x,y)
and axial (z) distribution is shown in
Fig. 8a. All molecules of the nanostructure at a given x,y position are assumed to have an
axial extension less than approximately 130 nm (for example dz = 60 nm). The object
of interest (Fig. 8a) is placed within a standing wave field along the optical axis
and excited by it as shown in
Fig. 8b. Either the standing wave field (phase scan) or the object (object scan) is moved
in equal steps (for example Δz = 20 nm -40 nm).
Fig. 8c shows the detected intensity distribution along the z-axis for a phase scan,
Fig. 8d shows the detected intensity distribution along the z-axis for an object scan.
[0196] At each step the fluorescence emission is detected and saved separated in one frame.
All the frames then are saved into a 3D data stack (z-stack) displaying the axial
mean position z
0(e) as shown in
Fig. 8e, which is obtained from the maximum of the intensity distribution shown in Fig. 8d.
Evaluating the scan data (phasescan data shown in Fig. 8c or object scan data shown
in Fig. 8d), the spatial extension dz of the object, which is determined from the
contrast in modulation

where max is the maximal intensity and min is the minimum intensity along the time
axis (corresponding to the z-coordinate) can be obtained with a precision of a few
nanometers.
Fig. 8g shows the mergend axial (z) data for all pixels of the lateral (x, y) region of interest.
[0197] The interpolated axial information (Fig. 8g) can then be combined with the single
molecule positions of the 2D SPDM localization, resulting in a 3D image with an effective
3D optical resolution at the nanoscale, which is shown in
Fig. 8h. In one example the resulting 3D SPDM image, has an effective 3D optical resolution
of about 30 nm lateral effective optical resolution (obtained from the x,y localization
microscopy) and 40 nm axial effective optical resolution (obtained form the z-extension
measurements). If only one fluorophor with sufficient photostability is excited along
the z-axis its z-position may be monitored by SMI with an accuracy even in the 1-
2 nm range.
[0198] Below are some examples of the application of the above method and optical set-up
to sub-resolution measurements of biological structures.
Sample preparation
[0199] As a first example the plasma membrane of the human breast cancer cell line Cal-51
labeled with Yellow Fluorescent Protein (YFP) was analyzed.
[0200] Cal-51 breast cancer cells of human origin were routinely cultivated win DMEM medium
supplemented with 10% FCS, 1% L-glutamine and 1% penicillin/streptomycin at 37°C and
5% CO2 in a humidified incubator. The cells were then seeded onto 20x20 nm coverslips
and grown over night at 37°C and 5% CO2 in a humidified incubator. Labeling of the
plasma membrane was performed by Organelle lights (Invitrogen Corporation, Carlsbad,
USA) according to manufacturer's protocol. The kit is based on genetically encoded
fluorescent proteins (YFP) fused to signal peptides that direct the fluorescent markers
(label) to specific cellular compartments, in this case the plasma membrane. Cellular
delivery is achieved by BacMam technology, based on the baculovirus. The cells were
then incubated for 24 h at 37°C and 5% CO2 in a humidified incubator and subsequently
fixed in 4% formaldehyde in PBS to stabilize the cell structure. The transduction
efficiency was about 60%.
[0201] The cells were mounted with ProLOngGold antifade reagent (Invirtrogen). One drop
of antifade reagent was placed onto an object slide and the cover slip, with the cell
side down, was carefully lowered onto it. The slides were sealed with nail polish
and stored at 4°C in the dark until usage.
Example 1: Two-dimensional SPDM reconstruction
[0202] The SPDM microscopical method according described above was used for the two dimensional
(2D) reconstruction of the distribution of membrane proteins. For this example cells
of human breast cancer Cal-51 were labeled with yellow fluorescent proteins (YFP).
During the SPDM imaging process, the YFP molecules were subjected to an appropriate
physical modification based on reversible photobleaching as described above. For smoother
appearance and to indicate the localization precision, the pixels (10 nm pixel size)
corresponding to the positions and number of the localized fluorescent proteins were
blurred via a Gaussian kernel with 15 nm standard deviation. In this example, the
(x,y) width of the finest structures resolved (cellular protrusions) in the SPDM images
amounted to about 50 nm-60 nm. The number of collected photons per molecule distribution
(Fig. 9) allows to estimate the limiting localization accuracy due to photon statistics
to be in the range of 6 nm; this is compatible with the experimental localization
accuracy of about 15 nm obtained by the fitting procedure (Fig. 10).
[0203] Fig. 9a, b show histograms of the distribution of photon numbers registered per molecule
for two CAL-51 cells observed. The mean photon numbers estimated are 1,361 for the
distribution shown in Fig. 9a and 1,080 for the distribution shown in Fig. 9b. The
total number of localized protein molecules is 12,691 for the example shown in Fig.
9a and 6,871 for the example shown in Fig. 9b.
[0204] Fig. 10 shows histogram of the localization accuracy (pairmise mean value of x and
y localization precision) for one of the Cal-51 cells, which photon distribution is
shown n Fig.9a. The overall mean value of the localization precision is 14.9 nm with
a standard deviation of 3.9 nm. The total number of fluorescent molecules is 12,691.
[0205] In both cases, the total data acquisition time was about two and a half minutes while
2000 wide field images were recorded at an average frame rate of about 13 frames per
second. The mean photon numbers per molecule registered was about 1,300 for the cell
shown in Fig. 9a and 1,100 for the cell shown in Fig. 9b. The fitting procedure takes
about 3 to 10 minutes on a single core conventional PC without implementation of acceleration
methods. The relevant values (photon number, localization accuracy and the number
of localized molecules) were very similar throughout the whole series of more than
100 SPDM images, which were acquired from two specimens within a few days.
Example 2: Three dimensional SPDM/SMI reconstruction
[0206] The second example relates to a three-dimensional SPDM/SMI reconstruction of a Cal-51
cell (plasma membrane labelled with physiochemcically modified YFP) by first imaging
in wide field mode with spatially modified illumination (cos
2 intensity distribution along the optical axis). The standing wave field was moved
with a step size Δz = 25 nm for 5 µs (phase scan). The emission of the cellular plasma
membrane protrusions was recorded for every Δz step. Compared to the experimentally
effective wavelength (λ
exc/n) = 330 nm) and the accuracy of the z-positioning of the piezo actuator 84 nm standard
deviation), this process corresponds to a large oversampling. However, since the total
acquisition time was about 20 seconds, there was no need to use larger step sizes
or fewer steps.
[0207] By performing a single dimension Fourier transformation along the time axis, and
knowing the wavelength of the light pattern (330 nm), the phase was determined for
every lateral (x, y) pixel of the stack. To obtain the position of the emission center
for every pixel, the phase was shifted by π/2 and multiplied with the wavelength of
the modulated illumination.
[0208] To determine the extension dz of the object along the optical axis, the modified
contrast R
mod = I
max/I
min was calculated from the information stored in the SMI mode images. Using the Fourier
domain, the amplitude and the constant contingent of the modulation were directly
determined after adjusting the zero level by subtracting the background, In the next
step, the contrast image was correlated with the corresponding structure sizes.
[0209] Structure elements with small axial extension (Ø) correspond to an object scan intensity
distribution with a low modified modulation contrast R
mod. In the structure is supposed to be tube-like and homogeneously labeled, the following
relations may be estimated for a cos
2 shaped standing wave field produces with 488 nm excitation light:

[0210] The next step after the analysis of axial positions z
0 and extensions dz was two-dimensional (2D) SPDM localization of the singe molecules
in the same object. Then the obtained 2D localization image (x,y) data was combined
with the SMI (z
0) position and size (axial extension dz) information to obtain a three dimensional
positional information. In the specific case, very small cell protrusions could be
observed, both in x,y width (minimum width about 55 nm) and in the z-direction (minimum
Δz about 50 nm). Hence, it was determined that the structure of this protrusion is
compatible with that of a rod of about 3 µm in length and ca. 50 nm in diameter.
[0211] In the above example only one type of molecules (cell membrane bound proteins) was
imaged by SPDM/SMI. For this, only one laser line was used for excitation and the
emission was limited to a small wavelength band. The above method can be, however,
extended to appropriate multicolor SPDM/SMI with several excitation wavelengths and
appropriately discriminated emission spectra. In this case, the chromatic aberrations
may have to be considered. Using high quality objective lenses, these can still be
as large as 50 nm in lateral (x,y) and in axial (z) direction.
[0212] Accordingly, special care has to be taken in multicolor SPDM/SALM imaging to correct
for these aberrations by appropriate in situ calibration procedures.
[0213] There are provided a method and apparatus for localization of single dye molecules
in the fluorescence microscopy, with the help of which the fluorescence dye molecules,
which are used for the labeling of the sample, respectively object to be observed,
respectively analyzed, are transferred statistically and individually from a non fluorescent
state to a fluorescent state and by means of emission of fluorescent light to a long
lasting inactive state.
[0214] Their fluorescence is collected on an information acquiring sensor and a subsequent
localization of the individual fluorescent molecules in the image space is carried
out. The object information for at least one fluorescently marked, respectively labeled
object to be observed is obtained on the basis of the object observation with the
help of at least one wide, respectively far field method and under employment of at
least one type of structured illumination, from which the spatial extension of the
observed fluorescently labeled object in at least one space direction and the barycenter
position of the dye in this direction are determined. In addition one suitable window
for the intensity of the optical radiation, lying within the in the fluorescent microscopy
avoided range of 1kW/cm
2 to 1MW/cm
2, is determined, in which the fluorescent single dye molecules in their signal are
localized temporarily separated by means of a localization microscopy. The obtained
object information and the results of the localization microscopy are combined, thus
enabling to overcome the limitation of the localization precision, which appears with
a purely photon dependent localization of the observed dye molecules. Accordingly
a maximal under these circumstances localization precision of the individual dye molecules
is achieved.
[0215] According to the above aspect, the localization microscopy is combined with far-field
microscopical observations with structured illumination. Thus, it is possible to overcome
the limit for the localization precision or accuracy along the optical axis at otherwise
identical conditions of the localization-microscopical observation. Depending on the
art, respectively type of the structural illumination it is possible to determine
with a precision of up to few nanometers the size of the fluorescently marked object
structures, which exhibit smaller extension, respectively size than the distance between
the maxima of the intensity in the structured illumination. The same applies also
to the position of the center, respectively barycenter of the marking, respectively
labeling. Since with a localization microscopy one is primarily interested in very
small structures, it is known immediately after one lateral detection and localization
of the signal in which "depth" (barycenter of the labeling) the molecule must be lying
and with which precision its position was determined (extension of the object). In
this way it is possible to carry out three-dimensional single molecular localizations
with an absolute precision (no standard deviation) of under 40 nm in axial and under
10 nm (about 4 nm standard deviation) in lateral direction even at quite poor photon
yields.
[0216] A far field observation, respectively measurement of the object can be carried out
in advance. This allows to make some important conclusions or assertions about the
object itself before the object is reconstructed with the localization microscopy.
Thus it is possible for example to estimate in advance how well the labelling has
been carried out. Crude or relatively great changes in the structure such as for example
currentor flow processes can be measured in vivo.
[0217] The detection, respectively collection of data according to an aspect can be carried
out within fewer than five minutes, which represents a difference of up to two orders
in comparison to alternative methods requiring up to several hours. This is particularly
advantageous for in-vivo observations in living systems. Thus, it is possible to avoid
demanding and complicated technical solutions, which may counter or alleviate drift
problems or provide for maintenance of life of the observed samples. In contrast,
with the proposed method it is possible to carry out a meaningful in vivo observation
also on the smallest structures.
[0218] Instead of fluorescent molecules it is also possible to employ phosphorescent molecules
in order to improve the in vivo applicability of the proposed new method. These molecules
enable localization over a longer period of time.
[0219] According to a further aspect a spatial calibration of the structured illumination
may be carried out with the help of at least one fluorescent reference point. By using
a calibration method and the employment of at least one fluorescent reference point,
with the aid of which the location, respectively position and the intensity of the
standing-wave field can be directly measured and oriented, it is possible to optimize
the utilization of the structured illumination. Therewith it is possible to describe
the structured illumination with maximal precision. As a reference point, a thin,
weaklyfluorescenting layer on the coverglass of the coverslip, respectively sample
preparation, such as for example layer of photo-laquer, respectively photoresist,
may be employed.
[0220] In a further aspect at least one fluorescence dye is used for the labeling, and during
the far, and in particular wide field observation at least one, sufficient for the
successful application of this method part of the fluorescence dye molecules is in
an active state and is used for the corresponding observation. One further part of
the fluorescence dye molecules remains in an inactive state and is activated only
by means of the change or switch of the intensity of the optical radiation to one
lying within the window of about 1 kW/cm
2 to 1 MW/cm
2. The imagining of the observed fluorescently labeled object in the localization microscopy
is carried out on the basis of the second part of the fluorescent dye molecules.
[0221] Accordingly, it is possible to use for the far, respectively wide field observations
initially inactive fluorescent molecules, if a sufficient portion of these molecules
is activated for the purpose of the far, respectively wide field observation. The
partial activating of the molecules for the purpose of the far, respectively wide
field observation can be carried out for example with a second illumination wavelength.
Different activating methods, such as for example thermal activation, can be also
employed. The second portion of the dye molecules is employed for the subsequent localization
in the localization microscopy. It is also possible to label the objects with a multiple
labels comprising more than one types of fluorescent dyes, respectively dye molecules,
so that one type of dye can be used for the far, respectively wide field observation
and the other for the subsequent single molecule localization in the localization
microscopy.
[0222] The used optical radiation may be monochromatic. Thus, it is possible to use one
single wave length for the whole observation, respectively analysis process. The localization
microscopy is carried out thereby within the intensity range of about 1kW/cm
2 to 1MW/cm
2. This brings economical and technical advantages over conventional systems, which
employ solely localization microscopy and which employ at least two wave lengths for
the activating, excitation and deactivating of the dye molecules. The number of parameters
which must be varied can be thus reduced at least in half. Naturally the employment
of more than one wavelength is also in accordance with the invention. This can be
for example advantageous if the localization of multiple molecule types is aimed at.
[0223] According to another aspect an optimal intensity from within the range of about 1
kW/cm
2 to 1 MW/cm
2 is determined for every individual employed type of fluorescent dye, respectively
fluorescent dye molecules. Thus, the achievement of maximal localization precision
and number of localized dye molecules is assured during the imagining of the observed
fluorescently labeled object in the localization microscopy.
[0224] In particular, it is possible to optimize the localization precision and the number
of the localized molecules and thus the reconstruction of the localizing method by
molecule-specific determining an optimal illumination within the intensity range of
about 1 kW/cm
2 to 1 MW/cm
2. Since the localization precision and the number of the localized molecules often
cannot be simultaneously maximized it may be necessary to make a compromise.
[0225] As already described above, the partially cyclical process course in the localization
microscopy can be described as follows: a portion of the dye molecules, which are
used for the labeling, is activated, wherein the density of the activated molecules
must be lower than one molecule per diffraction limited detection volume. This volume
can be well described with the help of the effective point-spread-function in that
for example all points with intensity higher than for example the half of the maximum
intensity of the point-spread-function are counted as belonging to the volume. After
the activating an acquisition of the signal with the help of a sensor and subsequently
the deactivating of the active molecules for example by means of bleaching are carried
out. These steps are repeated multiple times and the acquired batch or stack of data
taken at different times is reconstructed by means of a computer implemented reconstruction
process. For this purpose a segmentation of the data may be carried out initially
to identify all molecules. In a further step a fitting of the employed two-dimensional
or three-dimensional model functions for the point-spread-function to the identified
signals is carried out.
[0226] The same point-spread-function can be used for the application of the localization
microscopy for all fluorescent signals within one object.
[0227] For all detected signals of the fluorescent dye molecules one common, theoretical
3D-model function is generated. The 3D-model function is divided in the direction
of the optical axis in many layers, and one lateral cross correlation with this 3D
model function and a data stack formed by copies of a single image from the acquired
image data is carried out. The maxima of the correlation function represent both one
object identification and one 3D-localization.
[0228] It is thus possible not only to combine the segmentation and localization processes
but also to dispense with a relatively computationally intensive fitting of the model
function via fit-algorithms such as Levenberg-Marquardt or other modified least-squares-algorithms.
This reconstruction method is characterized in particular in that it utilizes the
fact that all detected signals from the dye molecules are emitted within a single
small structure. In such case it is possible to disregard the disturbing differences
in the refraction index of the environment, respectively surroundings. One single
three-dimensional model function is thereby generated and for example cross-correlated
with the data batch, respectively data stack, which is formed by copies of the single
images of the acquired image stack (i.e. acquired time series). In the resulting stack
it is possible to immediately carry out an identification of the single molecules
and simultaneously the position of each molecule in the object or image space from
the occurring maxima which describe the similarity of the model function to the signal
in one particular layer.
[0229] For the optimizing of the object identification and the 3D-localization of the fluorescent
dye molecules a threshold method may be used. The threshold-analysis method can be
used to optimize the reconstruction method by evaluating only significant maxima.
Thus, additional means for quality control of the reconstruction may be obtained.
[0230] Instead of cross-correlation a wavelet correlation or similar methods can be used.
It is also possible to apply the method of simultaneous segmentation and localization
described above in other areas outside the microscopy, which can bring significant
economical benefits. In this case the correlation operation may be utilized to decompose
the signal in base vectors or components. In the segmentation step, the fact that
it is known how the signals are respectively how the weighting of the individual signals
should look like (classification, respectively classificators) may be efficiently
utilized.
[0231] As disclosed in
DE 19830596.6,
JP 2000502406,
US 09462435,
PCT/EP 02/11343 and
WO 2006/127692 A2 the localization precision can be further increased if a structured illumination
is also employed for the localization microscopy. The illumination is thereby stationary
during the signal acquisition and the fact is exploited that additional information
about the potential location of the detected single molecule is obtained, since the
molecule is preferably located in a region with a higher intensity.
[0232] A structured illumination, which is moved during the excitation of at least one dye
molecule is used also for the application of the localization microscopy. The phase
of the modulation is reconstructed in the detected signal from at least one dye molecule,
so that the position of at least one molecule associated with a signal relative to
at least one fluorescent reference point is determined with a maximal under these
condition precision.
[0233] The movement of the structured illumination during the signal acquisition results
in that the individual molecules can be localized with a maximal under these circumstances
precision. It is thereby exploited, that the relative position of the fluorescent
molecules to each other or with respect to an additional labeling can be determined
from the obtained phase information. The precision with which the phase can be determined
lies within a single-digit nanometer range, which.corresponds to the achievable localization
precision and differs in about one order of magnitude from the conventionally achievable
under these circumstances localization precision.
[0234] One further factor which limits the precision of the localization microscopy is the
used labeling itself. Whereas fluorescent proteins are coexpressed with the protein,
which is to be observed, and thus adhere directly to the structure, all other fluorescent
molecules must be coupled or bound to the structure via specific linking molecules
(for example antibodies or antigenes) or other chemical methods or processes. This
coupling, respectively binding over usually greater distances often considerably limits
the achievable localization precision, since the position of the molecule which emits
the signal relative to the structure under observation is afflicted with some blur
or fuzziness. In addition there exist significant problems with non-specific binding,
since the binding on the desired region is simply more probable than on some other
position. In order to obtain a sufficiently strong signal, however, significantly
more dye molecules as needed are introduced into the object under observation, so
that with inner structures (for example within the cells) there is a quite strong
background, which needs to be dealt with. To overcome this problem is one of the most
important objectives of the localization microscopy.
[0235] In order to obtain the best results fluorescent proteins or other structurally close
molecules can be used as labels. New, genetically modified proteins, which do not
exhibit fluorescence in a ground state can be successively, for example photochemically,
activated and localized, so that a point-wise reconstruction of the marked structure
becomes possible. These specially modified proteins must be introduced into the organism,
respectively object to be observed via molecular genetic techniques, which in particular
in case of eukaryotic cells is a tedious, expensive and complicated method.
[0236] On the other hand, convention fluorescent proteins, which nave not been modified
in this way, have been known since the sixties years of the last century. Such proteins
have been manifold and successfully employed and are often commercially available
in stable expressed cell lines. An utilization of those fluorescent properties for
localization microscopy was however up till now not conceivable.
[0237] According to an aspect of the invention, non-activatable and non-switchable fluorescent
molecules are statistically excited when illuminated with light with intensity lying
within intensity range of about 1kW/cm
2 to 1 MW/cm
2 of the optical radiation.
[0238] Conventional methods of localization microscopy usually employ so called photoswitchable
or photoactivatable fluorescent molecules or proteins. Such molecules may be activated/deactivated
by illuminating with different characteristical wavelengths. The microscopy techniques
based on such special photoswitchable or photoactivatable fluorescent molecules or
proteins operate on the principle of absence of fluorescence and differ from the method
suggested in the application, which employs illumination with high intensity light.
The conventional methods and apparatuses are considerably more complicated than the
methods and the apparatuses utilizing high intensity illumination light. In particular,
a number of parameters, such as for example the intensities of the plurality of laser
sources, or the plurality of filters need to be the simultaneously control and changed
during the course of image acquisition. Furthermore, the image acquisition time is
usually very long, so that a very high mechanical stability of the overall system
is required.
[0239] By using high intensity illumination light conventional non-activatable and non-switchable
fluorescent molecules may be efficiently utilized for carrying out sub-resolution
measurements. Further the whole process may be considerably less complicated and easy
to control. Similarly, the data acquisition time may be considerably reduced.
[0240] In addition, the utilization of conventional fluorescent proteins is as equally possible
with the help of the employed illumination with intensity in the range of about 1
kW/cm
2 to 1MW/cm
2 as the optimized activation of their specially modified relatives. Far field acquisitions
can be particularly well carried out with the help of those proteins. However, up
till now it was believed that such conventional fluorescence proteins are not suitable
for localization microscopy methods. The reason for not using up till now such conventional
fluorescence proteins, for example GFP (Green Fluorescent Protein) and YFP (Yellow
Fluorescent Protein), for the localization microscopy lies in particular in the fact
that the intensity region of about 1 kW/cm
2 to 1 MW/cm
2 was believed to bring only drawbacks both for the wide field microscopy and for the
confocal microscopy. In particular in the wide field microscopy the increasing of
the intensity was believed to cause a considerably faster bleaching of the probe at
no advantages for the achievable resolution, whereas in the confocal microscopy it
was believed that an additional intensity (i.e. intensity higher than the above range
of about 1 kW/cm
2 to about 1 MW/cm
2) is required in order to achieve a better signal to noise ratio.
[0241] Furthermore, the confocal "one point detection" (single sensor, for example one photodiode)
usually employed in a confocal set-up is less or not suitable to visualize the technical
effects according to the invention, due to the fact, that all excited molecules within
the focal volume contribute simultaneously to the spatially not discriminated signal.
[0242] According to the present invention established stable labels can be also employed.
Thus, thousands of valuable slide preparations or specimens can be analyzed in nanometer
range. Furthermore new fluorescence marker such as the so-called "smart-probes" can
be utilized for the above described method according to an aspect of the invention.
These markers are only active if they are bound to the designated structure and have
thus changed their conformation. All of the remaining not bound and not washed away
molecules remain thus invisible both for the applied far, respectively wide field
technique and for the localization microscopy. Thus, the main advantage is that disturbing
background, which exists in the conventional methods, can be substantially eliminated.
Furthermore exclusively the cells structure can be reconstructed.
[0243] An apparatus for carrying out the method for localizing of single dye molecules in
the fluorescence microscopy uses one light microscope with a wide field set-up of
the optical illumination path. The apparatus comprises at least one additional optical
element, which is built in, respectively positioned within the illumination optical
path of the light microscope, so as to enable an adjustment of the determined optimal
density of the optical radiation intensity to the and/or within the range of 1kW/cm
2 to 1 MW/cm
2.
[0244] Accordingly, a conventional wide field illumination can be changed by the employment
of at least one suitable optical element such that the intensity of the optical radiation
is adjustable to the intensity window or interval of 1 kW/cm
2 to 1 MW/cm
2. Thus the methods according to any of the aspects of the invention can be enabled,
respectively facilitated. With certain dyes or markers it can be advantageous to extend
this intensity interval or window in the direction of the higher or lower values.
[0245] An apparatus for carrying out the method for localizing of single dye molecules in
the fluorescence microscopy uses one light microscope with confocal set-up of the
optical illumination path is employed, wherein at least one additional optical element
is built in, respectively positioned within the illumination optical path of the light
microscope, so as to enable an adjustment of the determined optimal intensity of the
optical radiation to the and/or within range of 1kW/cm
2 to 1MW/cm
2.
[0246] At least one lens and/or at least one gray filter and/or at least one acoustooptical
or electrooptical modulator may be built in, respectively introduced as an additional
optical element in the optical illumination path of the light microscope. Particularly
easy to implement are thereby for example a single lens or lens systems according
or a single gray filter or a gray filter set. A polarization filter provides another
a convenient alternative for continuously adjusting or regulating the intensity of
the illumination with polarized light sources. Acousto-optical or electro-optical
modulators according represent still another alternative. A wide field set-up modified
by the employment of an additional lens as well as a combination from a single lens
and a gray filter set can be used.
[0247] Taken into account that the employment of a very low price laser pointer as an illumination
source is similarly possible, it follows that a fully functional far field localization
microscopic set-up with some kind of structured illumination integrated into it is
also possible for a relatively low price. Low price realizations of the structured
illumination can be for example integrated by means of an optical grating or multiray
interference. Even without employment of expensive special objectives, main frame
or large capacity computers and special sensors the imaging power of such systems
within an acceptable time period of under one hour is better than that of conventionally
obtainable microscopic systems. In addition, the fact that in the simplest case there
is only one degree of freedom available to a user for manipulation (intensity control
for example via lens position) assures that such apparatus can be used by everybody
even without further knowledge in the field of optic, mechanic or electronic.
[0248] Furthermore, at least one additional sensor may be used in at least one additional
optical detection path,so as to register additional photons, which would otherwise
not reach the first sensor. In this way additional information for the lateral and
axial localization may be gathered.
[0249] The at least one additional optical detection path may be modified by inserting of
at least one additional optical element, so that the data from the additional (second)
optical path offer an improved localization precision along the optical axis at the
expense of the lateral localization precision. By means of, for example statistical,
combination of the single localizations a maximal under these conditions three-dimensional
localization precision may be achieved.
[0250] The localization of single fluorescent molecules can be additionally optimized by
the employment of a second sensor. The additional sensor can be used for example for
a phase determination, in particular for the reconstructing of the phase modulation
when structured illumination, which is moved during the excitation, is employed for
the localization microscopy, in that at least one additional detection optical path
as provided.
[0251] Similarly it also possible to employ the additional sensor behind the modified additional
detection optical path, with which for example an improvement of the axial localization
precision can be achieved at the expense of the lateral localization precision. The
data collected by all sensors can be for example statistically combined in order to
optimize the localization and reconstruction process.
[0252] The localization precision can be implemented by means of a movement of the structured
illumination and an automatic, combined segmentation and localization method.
List of Reference Numerals
[0253]
- 1
- optical light source
- 2
- movable lens system
- 3
- beam splitter
- 4
- mirror (movable)
- 5
- first focusing lens
- 6
- second focusing lens
- 7
- first dichroic beam splitter
- 8
- second dichroic beam splitter
- 9
- first objective
- 10
- second objective
- 11
- sample
- 12
- cylindrical lens
- 13
- first sensor
- 14
- second sensor
- 15
- first detection optical path
- 16
- second detection optical path
- 17
- structured illumination
- 18
- object
- 19
- "phase scan" modulation
- 20
- axial position determination
- 21
- modulation
- 22
- axial extension/size determination
- 23
- optical axis
- 24
- movable lens
- 25
- movable mirror
- 26
- additional mirror
- 31
- laser
- 32
- laser
- 33
- objective lens
- 34
- dichroic element
- 35
- dichroic element
- 35 to 39
- lenses or lens systems
- 40
- blocking filter
- 41
- sample
- 42
- acquisition camera
- 43
- objective lens
- 44
- piezo-electrical stage
- 45
- processing unit
- 46 to 48
- mirrors
- 51
- laser sources
- 52
- collimator
- 53
- beam splitter
- 54
- objective lens
- 55
- objective lens
- 56
- piezo electrical stage
- 57
- piezo mirror
- 58
- dichroic mirror
- 59
- camera a
- 60
- blocking filter
- 61
- first focusing lens
- 62
- second focusing lens
- 63
- mirror