CROSS-REFERENCE TO RELATED APPLICATIONS
[0001] This continuation-in-part application claims priority under 35 U.S.C. 120 and is
entitled to benefit of the filing date of
U.S. 12/176,324 filed 18 July 2008, the content of which is incorporated by reference herein in its entirety.
STATEMENT REGARDING FEDERALLY SPONSORED RESEARCH
[0002] The U.S. Government has an interest in this invention by virtue of a grant from the
National Science Foundation (Grant # 0719232) and a grant from the Department of Energy
(Grant # DEFG02-01ER15129) and by the W.M. Keck Foundation (Grant 041904).
BACKGROUND OF THE INVENTION
Field of the invention
[0003] The field of the invention is atmospheric pressure mass spectrometry (MS), and more
specifically a process and apparatus which combine infrared laser ablation with electrospray
ionization (ESI) to provide three-dimensional molecular imaging of chemicals in specimens,
for example, metabolites in live tissues or cells.
Description of the related art
[0004] Three-dimensional (3D) tissue or cell imaging of molecular distributions offers insight
into the correlation between biochemical processes and the spatial organization of
cells in a tissue. Presently available methods generally rely on the interaction of
electromagnetic radiation (e.g., magnetic resonance imaging and fluorescence or multiphoton
microscopy) or particles (e.g., secondary ion mass spectrometry, SIMS) with the specimen.
For example, coherent anti-Stokes Raman scattering provides exquisite lateral and
depth resolution for in vivo imaging of lipid distributions on cellular or subcellular
level. They, however, typically report on only a few species and often require the
introduction of molecular labels. These obstacles are less pronounced in methods based
on mass spectrometry (MS) that report the distributions for diverse molecular species.
Imaging by SIMS and matrix-assisted laser desorption ionization (MALDI) are appealing
because they capture the two- and three-dimensional distributions of endogenous and
drug molecules in tissue and whole-body sections. Characteristic to these methods
is the requirement for delicate chemical and physical sample manipulation and the
need to perform the imaging experiment in vacuum, preventing the study of live specimens.
[0005] Ambient MS circumvents these limitations by bringing the ionization step into the
atmosphere while minimizing chemical and physical treatment to the sample. During
the past few years, this field has experienced rapid development providing us with
an array of ambient ion sources. Desorption electrospray ionization (DESI) in combination
with MS has been successful in various applications, including the detection of drugs,
metabolites and explosives on human fingers, and the profiling of untreated bacteria.
Most recently, DESI and extractive electrospray ionization have been used in metabolomic
fingerprinting of bacteria. In atmospheric pressure (AP) IR-MALDI and in MALDESI,
a combination of MALDI and DESI, the energy necessary for the desorption and ionization
of the analyte is deposited by a mid-IR and a UV laser, respectively. In electrospray
laser desorption ionization (ELDI) the efficiency of ion production by a UV laser
is enhanced by postionization using an electrospray source.
[0006] Laser ablation electrospray ionization (LAESI) is an ambient technique for samples
with high water content, e.g., cells, biological tissues, aqueous solutions or wetted
surfaces. A laser pulse at ∼2.9 µm wavelength ablates a minute volume of the sample
to eject fine neutral particles and/or molecules. This laser plume is intercepted
by an electrospray and the ablated material is efficiently ionized to produce mass
spectra similar to direct electrospray ionization. With LAESI we have demonstrated
metabolic analysis of less than 100 ng tissue material from volumes below 100 pL.
As in LAESI the laser energy is absorbed by the native water in the sample, the photochemical
damage of the biologically relevant molecules, such as DNA, peptides, proteins and
metabolites is negligible.
[0007] Ambient imaging mass spectrometry (IMS) captures the spatial distribution of chemicals
with molecular specificity. Unlike optical imaging methods, IMS does not require color
or fluorescent labels for successful operation. A handful of MS-based techniques has
demonstrated molecular two dimensional (2D) imaging in AP environment: AP IR-MALDI
and DESI captured metabolite transport in plant vasculature and imaged drug metabolite
distributions in thin tissue sections, respectively. Recently, through 2D imaging
LAESI provided insight into metabolic differences between the differently colored
sectors of variegated plants. The lateral resolution of these methods generally ranged
from 100 to 300 µm. For AP MALDI and LAESI, improved focusing of the incident laser
beam, oversampling, and the use of sharpened optical fibers for ablation could offer
further advances in spatial resolution, whereas for DESI imaging, decreased solution
supply rates, smaller emitter sizes and the proper selection of the nebulizing gas
velocity and scan direction were found beneficial.
[0008] Post mortem tissue degradation and loss of spatial integrity during sample preparation
are serious concerns in the investigation of biological systems. Cryomicrotoming and
freeze-fracture techniques generally practiced in IMS experiments aim to minimize
chemical changes during and after tissue and cell preparations. Further complications
may arise due to analyte migration in the matrix coating step of MALDI experiments.
In vivo analyses circumvent these problems by probing the chemistry of samples in
situ. For example, LAESI mass spectrometry reveals the tissue metabolite composition
within the timeframe of a few seconds. Instantaneous analysis and no requirement for
sample preparation make this approach promising for in vivo studies.
[0009] Volume distributions of molecules in organisms are of interest in molecular and cell
biology. Recently LAESI MS showed initial success in depth profiling of metabolites
in live plant tissues but 3D imaging is not yet available for the ambient environment.
SUMMARY
[0010] Here, we describe 3D molecular imaging by the combination of lateral imaging and
depth profiling with, as an example, resolutions of ∼300-350 µm and ∼30-40 µm, respectively.
In the example, we used LAESI 3D IMS to monitor the distribution of xenobiotics deposited
on the leaves of Peace lily (
Spathiphyllum Lynise) and endogenous metabolites in live Zebra plant (
Aphelandra Squarrosa) leaves. In good agreement with literature results obtained by conventional techniques
that required extensive physical and chemical processing of the samples, the molecular
images revealed that the compound distributions were specific to the anatomy of the
leaves. The 3D localization of select metabolites was correlated with their biological
roles in live plant tissues.
[0011] In one preferred embodiment, a process and apparatus is provided which combine infrared
laser ablation with electrospray ionization (ESI) to provide three-dimensional molecular
imaging of metabolites in live tissues or cells. This allows a live sample to be directly
analyzed 1) without special preparation and 2) under ambient conditions. The ions
which can be analyzed using this process include but are not limited to metabolites,
lipids and other biomolecules, pharmaceuticals, dyes, explosives, narcotics and polymers.
[0012] In general terms, the invention starts with using a focused IR laser beam to irradiate
a sample thus ablating a plume of ions and particulates. This plume is then intercepted
with charged electrospray droplets. From the interaction of the laser ablation plume
and the electrospray droplets, gas phase ions are produced that are detected by a
mass spectrometer. This is performed at atmospheric pressure.
[0013] In a preferred embodiment, there is provided a method for the three-dimensional imaging
of a live tissue or cell sample by mass spectrometry, comprising: subjecting the live
tissue or cell sample to infrared LAESI mass spectrometry, wherein the LAESI-MS is
performed using a LAESI-MS device directly on the live tissue or cell sample wherein
the sample does not require conventional MS pre-treatment and is performed at atmospheric
pressure, wherein the LAESI-MS device is equipped with a scanning apparatus for lateral
scanning of multiple points on a grid or following the cellular pattern or regions
of interest that is defined on the live tissue or cell sample, and for depth profiling
of each point on the grid or following the cellular pattern or regions of interest
by performing multiple ablations at each point, each laser pulse of said ablations
ablating a deeper layer of the live tissue or cell sample than a prior pulse, wherein
the combination of lateral scanning and depth profiling provides three-dimensional
molecular distribution imaging data.
[0014] In another preferred embodiment, there is provided an ambient ionization process
for producing three-dimensional imaging of a sample, which comprises: i) irradiating
the sample with an infrared laser to ablate the sample; ii) intercepting this ablation
plume with an electrospray to form gas-phase ions; and iii) analyzing the produced
ions using mass spectrometry, wherein the LAESI-MS is performed using a LAESI-MS device
directly on the live tissue or cell sample wherein the sample does not require conventional
chemical/physical preparation and is performed at atmospheric pressure, wherein the
LAESI-MS device is equipped with a scanning apparatus for lateral scanning of multiple
points on a grid or following the cellular pattern or regions of interest that is
defined on the live tissue or cell sample, and for depth profiling of each point on
the grid or following the cellular pattern or regions of interest by performing multiple
ablations at each point, each laser pulse of said ablations ablating a deeper layer
of the live tissue or cell sample than a prior pulse, wherein the combination of lateral
scanning and depth profiling provides three-dimensional molecular distribution imaging
data.
[0015] In another preferred embodiment, there is provided the processes above, wherein LAESI-MS
detects ions from target molecules within the sample, said ions selected from the
group consisting of pharmaceuticals, metabolites, dyes, explosives or explosive residues,
narcotics, polymers, chemical warfare agents and their signatures, peptides, oligosaccharides,
proteins, metabolites, lipids and other biomolecules, synthetic organics, drugs, and
toxic chemicals.
[0016] In another preferred embodiment, there is provided a LAESI-MS device for three-dimensional
imaging of a sample, comprising: i) a pulsed infrared laser for emitting energy at
the sample; ii) an electrospray apparatus for producing a spray of charged droplets;
iii) a mass spectrometer having an ion transfer inlet for capturing the produced ions;
iv) and a scanning apparatus for lateral scanning of multiple points on a grid or
following the cellular pattern or regions of interest that is defined on the sample,
and for depth profiling of each point on the grid or following the cellular pattern
or regions of interest by controlling the performing of multiple ablations at each
point, each laser pulse of said ablations ablating a deeper layer of the sample than
a prior pulse, wherein the combination of lateral scanning and depth profiling provides
three-dimensional molecular distribution imaging data.
[0017] In another preferred embodiment, there is provided the device herein, further comprising
wherein the LAESI-MS is performed at atmospheric pressure.
[0018] In another preferred embodiment, there is provided the device herein, further comprising
an automated feedback mechanism to correct for variances in water content and tensile
strength of the sample by continuously adjusting laser energy and/or laser wavelength
while recording the depth of ablation for each pulse.
[0019] In another preferred embodiment, there is provided the device herein, wherein LAESI-MS
detects ions from target molecules within the sample, said ions selected from the
group consisting of pharmaceuticals, dyes, explosives or explosive residues, narcotics,
polymers, chemical warfare agents and their signatures, peptides, oligosaccharides,
proteins, metabolites, lipids, and other biomolecules, synthetic organics, drugs,
and toxic chemicals.
[0020] In another preferred embodiment, there is provided a (parent) method for the direct
chemical analysis of a sample by mass spectrometry, comprising: subjecting a sample
to infrared LAESI mass spectrometry, wherein the sample is selected from the group
consisting of pharmaceuticals, dyes, explosives, narcotics, polymers, tissue or cell
samples, and biomolecules, and wherein the LAESI-MS is performed using a LAESI-MS
device directly on a sample wherein the sample does not require conventional MS pre-treatment
and is performed at atmospheric pressure.
BRIEF DESCRIPTION OF THE FIGURES
[0021] Figures 1-4: Three-dimensional imaging with LAESI MS was demonstrated on leaf tissues of
S. Lynise. The adaxial and the abaxial cuticles were marked with right angle lines and a spot
colored in basic blue 7 and rhodamine 6G, respectively.
FIGURE 1 shows the top view of the interrogated area with an array of ablation marks. Some
rhodamine 6G dye from the bottom surface is visible through the ablation holes. Brown
discoloration surrounding the edges of the analysis area was linked to dehydration
and/or oxidation. Combination of lateral scanning and depth profiling provided 3D
molecular distributions.
FIGURE 2 shows the ion intensities from basic blue 7 (
m/
z 478.3260 in blue), rhodamine 6G (
m/
z 443.2295 in orange/wine) and leucine (
m/
z 154.0819 in grey/ black) on false color scales. The ion distributions for the two
dyes paralleled the mock patterns shown in the optical image. Higher abundances of
the endogenous metabolite leucine were observed in the top two layers.
FIGURE 3 shows the distribution of cyanidin/kaempferol rhamnoside glucoside (
m/
z 595.1649 in grey). Higher abundances were found in the epidermal region, asserting
its hypothesized role in the protection against the detrimental effects of UV-A and
B irradiation on the underlying photosynthetic cells.
FIGURE 4 The molecular distribution pattern for protonated chlorophyll a (
m/
z 893.5425 in cyan/royal blue) showed accumulation in the spongy mesophyll region,
in agreement with the known localization of chloroplasts within plant tissues.
[0022] Figures 5-6: For the depth imaging of
S.
Lynise leaves, six successive single laser pulses were delivered to the adaxial surface.
Mass analysis of the generated ions indicated varying tissue chemistry with depth.
FIGURES 5 and 6 present representative mass spectra acquired for the first and second laser shots,
respectively. They indicated that flavonoids (
m/
z 383.1130) and cyanidin/kaempferol rhamnoside glucoside (
m/
z 595.1649) were present at higher abundances in the top 30-40-µm section of the tissue.
For the second pulse, which sampled 40 to 80 µm deep from the top cuticle, a handful
of ions, i.e.,
m/
z 650.4, 813.5, 893.5, and 928.6, emerged in the
m/
z 600-1000 region.
[0023] Figures 7-11: FIGURE 7 Optical image of the variegation pattern on the leaf of A. Squarrosa. The metabolite
makeup of the rastered area was probed by 3D LAESI IMS. The top view of the resulting
array of circular 350 µm ablation marks can be seen in
FIGURE 8. The 3D distribution of kaempferol-(diacetyl coumarylrhamnoside) with m/z 663.1731
included in
FIGURE 9 was an example for accumulation in the mesophyll (third and fourth) layers with uniform
distributions within these layers. The protonated chlorophyll a ion with m/z 893.5457
also populated the mesophyll layers and is shown in cyan-royal color scale in
FIGURE 10. For this ion, however, lower intensities were observed along the variegation pattern,
in agreement with the achlorophyllous nature of the yellow sectors. Kaempferol/luteolin
with m/z 287.0494 exhibited heterogeneity both laterally and in the cross section,
and was most abundant in the second and third layers.
FIGURE 11 Acacetin with m/z 285.0759 belonged to a group of compounds with tissue-specificity
not previously revealed in lateral imaging experiments due to the averaging of depth
distributions. Its molecular distribution was uniform in the first, fourth, fifth
and sixth layers but resembled the variegation pattern (compare to FIGURE 8) in the
second and third layers. Scale bars in FIGURES 7 and 8 correspond to 2 mm. Red arrows
indicate examples of areas where the six laser pulses were not sufficient to ablate
through the protrusions of the secondary vasculature on the lower side of the lamina.
[0024] Table 1: Tentative assignment of the observed ions was achieved on the basis of accurate mass
measurement, collision-activated dissociation, isotope peak distribution analysis,
and a wide plant metabolome data-base search. The mass accuracy, Δm, is the difference
between the measured and calculated monoisotopic masses.
DETAILED DESCRIPTION
[0025] Recent advances in biomedical imaging enable the determination of three-dimensional
molecular distributions in tissues with cellular or subcellular resolution. Most of
these methods exhibit limited chemical selectivity and are specific to a small number
of molecular species. Simultaneous identification of diverse molecules is a virtue
of mass spectrometry that in combination with ambient ion sources, such as laser ablation
electrospray ionization (LAESI), enables the
in vivo investigation of biomolecular distributions and processes. Here, we introduce three-dimensional
(3D) imaging mass spectrometry (IMS) with LAESI that enables the simultaneous identification
of a wide variety of molecular classes and their 3D distributions in the ambient.
We demonstrate the feasibility of LAESI 3D IMS on Peace lily (
Spathiphyllum Lynise) and build 3D molecular images to follow secondary metabolites in the leaves of the
variegated Zebra plant (
Aphelandra Squarrosa)
. The 3D metabolite distributions are found to exhibit tissue-specific accumulation
patterns that correlate with the biochemical roles of these chemical species in plant
defense and photosynthesis. These results describe the first examples of 3D chemical
imaging of live tissue with panoramic identification on the molecular level.
[0026] Abbreviations: AP - Atmospheric Pressure; DESI - Desorption Electrospray Ionization; ESI - Electrospray
Ionization; LAESI - Laser Ablation Electrospray Ionization
RESULTS AND DISCUSSIONS
[0027] Three-dimensional molecular imaging.
[0028] Initially the 3D molecular imaging capability of LAESI was evaluated in proof of
principle experiments. The adaxial and abaxial surfaces of an
S.
Lynise leaf were marked with ∼1 mm wide right angle lines and a 4 mm diameter spot with
basic blue 7 and rhodamine 6G dyes, respectively. Laser pulses of 2.94-µm wavelength
were focused on the adaxial (upper) surface of this mock sample and a six step depth
profile of the tissue was acquired for each point on a 22x26 grid across a 10.5x12.5
mm
2 area. Each of the resulting 3,432 cylindrical voxels with 350 nm diameter and 40
nm height, i.e., ∼4 nL analysis volume, yielded a high resolution mass spectrum. Microscopic
inspection revealed that the exposed surfaces of the
S.
Lynise epidermal cells were elliptical in shape with axes of ∼20 and ∼60 µm. The average
height of the cells measured 15 µm. Thus, each ∼4 nL imaging voxel sampled about 300
cells for analysis.
[0029] The top view of the leaf following LAESI 3D IMS can be seen in Figure 1. The interrogated
area was marked by an array of ∼350-µm-diameter ablation spots with a displacement
of 500 µm in both directions. This lateral step size yielded ∼2-3 pixels to sample
across the width of the lines drawn in basic blue 7. A circular Rhodamine 6G dye pattern
from the marking of the back side can be seen in the lower left corner of the image,
indicating complete tissue removal in 6 laser pulses. Scanning electron microscopy
images confirmed that the first laser pulse successfully removed the protective waxy
cuticle layer.
[0030] For all laser pulses focused on the adaxial (upper) surface of the leaflet, information
rich mass spectra were recorded. Numerous ions were tentatively assigned on the basis
of accurate mass measurements, isotope distribution analysis and collision-activated
dissociation experiments combined with broad plant metabolomic database searches.
The databases at the
http://www.arabidopsis.org,
http://biocyc.org and
http:// www.metabolome.jp websites were last accessed on October 29, 2008. Detailed analysis of the recorded
mass spectra indicated that the tissue chemistry varied with depth. FIGURES 5 and
6 present representative mass spectra for the first and second laser pulses, respectively.
Cyanidin rhamnoside and/or luteolinidin glucoside (
m/
z 433.1125) and cyanidin/kaempferol rhamnoside glucoside (
m/
z 595.1649) were generally observed at higher abundances in the top 40 µm section of
the tissue. At the second pulse, which sampled the layer between 40 µm and 80 µm from
the top surface, new ions emerged in the
m/
z 600 to 1000 region of the spectrum. Singly charged ions characteristic to this section
were observed at
m/
z 650.4, 813.5, 893.5, and 928.6. Other ions, such as
m/
z 518.4, 609.4, 543.1, and 621.3 were observed at higher abundances during the third,
fourth, fifth and six laser pulses, respectively.
[0031] The lateral and cross-sectional localization of mass-selected ions were followed
in three dimensions. The color-coded contour plots in Figure 1 demonstrate the localization
of the dye ions and some endogenous metabolites in the plant organ. Each layer represents
a 40-µm thick section of the leaf tissue sampled by successive ablations. The two-dimensional
distribution of the basic blue 7 dye ion, [C
33H
40N
3]
+ detected at
m/
z 478.3260, in the top layer of Figure 2 was in very good correlation with its optical
pattern recorded prior to the imaging experiment (compare with Figure 1). Although
the basic blue 7 dye was applied on the top cuticle of the leaf, its molecular ion
was also noticed at low intensities in the second layer. Optical investigation of
marked
S.
Lynise leaf surfaces revealed that during prolonged contact with the marker pen, the ink
occasionally seeped through the tissue as far as the cuticle on the opposite side.
Thus, marking times were minimized to restrict cross-sectional transport during the
mock sample preparation. We attributed the limited presence of the dye in the second
layer to this cross-sectional transport. However, increasing crater sizes during consecutive
ablations due to the Gaussian profile of the beam intensity and varying ablation depths
linked to changing water content or tensile strengths could also play a role.
[0032] The molecular ion of the rhodamine 6G dye, [C
28H
31N
2O
3]
+ with a measured
m/
z 443.2295, was found at high abundances in the fifth and six layers. Figure 1B shows
the lateral distribution patterns of the dye ion in the bottom two layers agree well
with the marked spot on the adaxial cuticle shown in the optical image (see Figure
1 for comparison). These results confirmed the feasibility of lateral imaging with
LAESI at varying depths of the tissue. Low levels of the rhodamine 6G ion was present
in the fourth layer as well, indicating enhanced cross-sectional transport compared
to the top surface where only 2 layers were affected.
[0033] In response to short- and long-term fluctuations in the environment over the last
400 million years, plants have evolved to have adaxial cuticles generally thinner
with a higher density of stomata than the upper surface. These pores are responsible
for regulating gas and water exchange with the environment. In addition to their natural
role, the stomata potentially facilitated transport of the dye solution to deeper
layers of the leaflet in our experiments. Reduced cuticle thickness on the abaxial
surface likely also enhanced these effects, explaining the more pronounced transport
of the red dye.
[0034] Close inspection of Figure 1 reveals darkening of the chlorophyllous tissue surrounding
the interrogated area. We attributed this observation to uncontrolled dehydration
and/or oxidation of the exposed tissue in air; an effect that likely accelerated during
the time course of the 3D imaging experiment. At longer time scales (∼1 hour), tissue
discoloration was also noticed in areas where the leaf tissue was physically cut,
indicating that this effect was not caused by the laser radiation, rather it occurred
as a consequence of dehydration and/or oxidation.
[0035] Various plant metabolites exhibited characteristic 3-dimensional patterns. For example,
the distribution of the protonated leucine ion can be seen in Figure 2 on a grey-to-black
false color scale. This amino acid was observed across the entire tissue (S/N >> 3)
with higher ion counts in the top 80 µm section. In contrast, the molecular ion of
cyanidin/kaempferol rhamnoside glucoside (
m/
z 595.1649) along with other secondary metabolites (e.g., cyanidin/luteolinidin rhamnoside)
was uniquely linked to the upper 40 µm of the tissue (Figure 3).
[0036] The tentative identification of the observed metabolites along with the layers of
their accumulation, where appropriate, are summarized in Table 1. Independent methods
showed that a higher concentration of kaempferol glycosides is often found in the
upper epidermal layers. In leaves of rapeseed (
Brassica napus), for example, mostly quercetin- and kaempferol-based UV-screening pigments are concentrated
within the upper 40 µm of the leaf tissue , showing a very good agreement with our
data. Plant flavonoids are thought to play a vital role in providing protection against
the detrimental effects of solar radiation. By direct light absorption or scavenging
harmful radicals such as reactive oxygen , these substances can create a barrier against
the effect of UV-A and B rays, protecting the photosynthetic mesophyll cells and perhaps
providing them with additional visible light via fluorescence . As proteins also have
a major absorption band at 280 nm, this mechanism can also protect them from degradation
in photosystems I and II.
[0037] Other metabolites accumulated in the mesophyll layers of the leaf tissue. In every
depth profile, the second laser pulse sampled the molecular composition of the palisade
mesophyll layer between 40 µm and 80 µm. In this region mass analysis showed the presence
of various ions in the
m/
z 600-1000 segment of the spectrum (see the mass spectrum in Figure 6). Based on the
accurate mass (see Table 1) and the isotopic distribution pattern of the
m/
z 893.5425 ion (76 ± 4 % and 50 ± 8 % for M+1 and M+2, respectively) we identified
it as the protonated chlorophyll a molecule (C
55H
73N
4O
5Mg
+ with 77 % and 43 % for M+1 and M+2, respectively). Collision-activated dissociation
of
m/
z 893.5425 yielded an abundant fragment at
m/
z 615.2, corresponding to the protonated form of the chlorophyllide a, C
35H
35N
4O
5Mg
+, as documented by other researchers. The 3D distribution of the chlorophyll a ion
showed an accumulation of this species in the second, and to some degree, in the third
layers, i.e., this ion was found between 40 µm and 120 µm below the adaxial cuticle
(see Figure 4). This 3D profile paralleled the biological localization of chlorophyll
a in the chloroplasts of the palisade and spongy mesophyll layers where photosynthesis
takes place.
[0038] The photosynthetic cycle is known to involve a variety of chlorophyll derivatives.
In the imaging experiments, ions with
m/
z 813.4917, 852.5833, 860.5171, and 928.6321 exhibited similar 3D molecular patterns
and isotopic distributions to that of [chlorophyll a + H]
+. These positive spatial correlations indicated potentially common biosynthetic or
biodegradation pathways. Prolonged thermal treatment of vegetables (blanching, steaming,
microwave cooking, etc.) has been described to yield
m/
z 813.5, a fragment of pyrochlorophyll a , supporting this scenario. Although elevated
plume pressures and temperatures may facilitate chlorophyll a breakdown in the early
phase of the ablation process (e.g., in conventional MALDI experiments), LAESI probes
the neutrals and particulates that are ejected at a later phase when the sample is
closer to thermal equilibrium with the environment. The time frame of sampling and
mass analysis is tens of milliseconds, which is at least four orders of magnitude
shorter than those needed to cause extensive chlorophyll a decomposition. Thus, we
considered the ions observed in the
m/
z 600-1000 range to endogenous metabolites as opposed to compounds formed via chemical
modifications of the chlorophyll a molecule.
[0039] Uncovering metabolism and tissue architecture with LAESI 3D IMS.
[0040] Detailed information on the localization of endogenous metabolites in three dimensions
holds the potential to reveal metabolic aspects of organs that may not be accessible
by lateral imaging techniques. The information obtained by LAESI 3D IMS promised to
be useful in understanding plant variegations on the biological level. We chose the
variegated leaves of
A.
Squarrosa as model organs in the experiments. Cells in the light yellow and in the chlorophyllous
variegations sectors are of different genotype. Two-dimensional (2D) IMS with LAESI
revealed metabolic differences between the two tissue sections. For example, the variegated
sectors were found to accumulate kaempferol- and luteolin-based secondary metabolites.
Lateral imaging, however, could not assign the origin of altered metabolite composition
to the cells in the variegation pattern or in the vasculature. Metabolites synthesized
in the veins can build up in the surroundings, leaving an array of secondary metabolites
secreted in the cells of the variegation. Molecular analysis in 3D with LAESI IMS
has the potential to differentiate between these scenarios.
[0041] Leaves of
A. Squarrosa demonstrated a higher tensile strength and thickness than those of
S. Lynise. The incident laser energy was slightly increased to compensate for these effects
and to obtain depth analysis with 6 laser pulses. The thickness of the selected leaf
area for analysis was generally ∼300-350 µm, corresponding to a depth resolution of
50-60 µm/pulse. In the yellow sectors the abaxial surface contained two parallel-running
secondary veins that induced ∼50-100 µm protrusions on the lower side of the lamina,
producing a total thickness of 350-450 µm in these regions. The 3D chemical makeup
of an 11.5x7.5 mm
2 area was probed on a 24x16x6 grid resulting in 2,304 voxels. As evidenced by the
optical image (see the arrows in Figure 8), six laser pulses were not sufficient to
ablate through the veins. This was probably the result of a higher tensile strength
of the vasculature compared to the mesophyll layer. Although these points of analysis
constituted only small percentage of the voxels it is important to consider them separately
when interpreting the obtained 3D molecular images. To compensate for differences
in water content and tensile strength, an increased number of laser pulses and/or
higher incident laser energies can be used.
[0042] Three-dimensional molecular imaging of mass-selected ions revealed a variety of distribution
patterns for metabolites and indicated the coexistence of diverse metabolic pathways.
These patterns could be grouped on the basis of lateral and cross-sectional molecular
homogeneity. The first group of metabolites demonstrated homogenous distributions
in all three dimensions. For example, the protonated 7-oxocoumarin (
m/
z 163.0373 measured), sodiated methoxy-hydroxyphenyl glucoside (
m/
z 325.0919 measured), and acacetin diglucoronide (
m/
z 637.0127 measured) fell in this category.
[0043] Other metabolites were distributed homogeneously within horizontal layers but exhibited
pronounced variations in ion signal with depth. The abundance of these metabolites
depended on tissue layers. For example, the 3D molecular image of the protonated kaempferol-(diacetyl
coumarylrhamnoside) with measured and calculated
m/
z of 663.1731 and 663.1714, respectively, revealed significantly higher ion counts
in the mesophyll (third and fourth) layers compared to the epidermal sections. For
the ion
m/
z 377.0842, possibly corresponding to tetrahydroxy-trimethoxyflavone, the center of
distribution, however, shifted to the spongy tissues (second and third layers). A
handful of ions, including those registered at
m/
z 501.1259 and 647.1942, also belonged to this group with distribution characteristics
between these two cases.
[0044] Another class of metabolites exhibited distributions with lateral heterogeneity.
Such localization was observed in all the layers for the protonated kaempferol/luteolin
and methoxy(kaempferol/luteolin) glucoronide ions with measured
m/
z values of 287.0494 and 493.0942, respectively. Shown in Figure 9, both metabolites
yielded higher intensities in the second and third layers. Kaempferol/luteolin ions
were observed in ∼90% of the variegation pattern area, indicating that this metabolite
was characteristic to the cells of the achlorophyllous tissue sections. On the other
hand, this coverage was only ∼40% for the methoxy(kaempferol/luteolin) glucoronide
ions, which showed higher intensities along the secondary vein in the top 180 µm layer
of the leaf. The optical image of the leaf cross section revealed that the secondary
vasculature was located ∼150-200 µm below the upper surface and was in direct contact
with the cells of the variegation pattern. This correlation between the molecular
and the optical images suggested that the glucoronide derivative originated from the
secondary veins of the leaf.
[0045] Abundance changes both as a function of depth and lateral position proved tissue-specificity
for a handful of metabolite ions. In 2D imaging experiments, some of these features
were only partially revealed or completely obscured. Because 2D imaging integrates
the depth profiles for every lateral position, patterns can only be resolved when
variations in signal levels do not cancel out. Variegation with depth can be seen
in Figure 4D for the [chlorophyll +H]
+ ion with
m/
z 893.5457 that populates the mesophyll layers. Cells in the yellow sectors appeared
in white/yellow color under an optical microscope, indicating chlorophyll deficiency.
Areas comprised of these exhibited cross-sectional molecular patterns for chlorophyll
in 3D that were anti-correlated with that of the variegation pattern; lower chlorophyll
intensities were obtained in the yellow sectors. These data allowed us to confirm
the achlorophyllous nature of the cells. Similar feature was noticed for the ion with
nominal
m/
z 813, which was in agreement with the results of lateral imaging.
Placing a 3D distribution into one of these four qualitative categories is not always
possible. For example the distributions for
m/
z 317.1 and 639.1 are quite similar and assigning them to particular groups can be
subjective. A quantitative characterization of the relationship between tissue architecture
and metabolite distributions is possible through the correlation between the intensity
distribution of the tissue morphology acquired through, e.g., optical imaging,
M(
r), and the normalized distribution for the
m/
z ion obtained by, e.g., LAESI MS,
Imi(
r). The correlation coefficient, defined as

where cov is the covariance of the two variables in the imaged volume and σ
M and σ
Imi stand for the standard deviations of
M and
Imi, is a measure of the connection between the captured morphological features and the
distribution of the particular metabolite. If, for example, the morphology of an organ,
M(
r), is known from magnetic resonance imaging (MRI) correlation coefficient can reveal
the relationship between that organ and a detected metabolite. Likewise, spatial correlations
between the intensity distributions of
i-th and
j-th ions, ρ
Imi,Imj, can help in identifying the metabolic relationship between chemical species.
[0046] Pearson product-moment correlation coefficients,
rm1m2, were calculated between the 3D spatial distributions of ion intensities,
Im/z(
r), for twelve selected
m/
z in an
A.
squarrosa leaf. For obvious cases, e.g.,
m/
z 301 and 317 the
r301,317 = 0.88, i.e., the results confirmed the strong correlation between ion distributions
placed in the same groups. Furthermore, the degree of similarity was reflected for
less clear cases. For example, for
m/
z 285 and 287 the
r285.287 = 0.65, i.e., although both distributions reflect the variegation pattern, in layers
two and three the
m/
z 285 distribution exhibits significant values in the green sectors, as well. Another
interesting example was the lack of spatial correlation between kaempferol/luteolin
at
m/
z 287 and chlorophyll a at
m/
z 893. The low value of the correlation coefficient,
r287.893 = 0.08, indicated that these two metabolites were not co-localized. They are also
known to belong to different metabolic pathways. This and other examples showed that
the correlation coefficients can be a valuable tool to identify the co-localization
of metabolites in tissues and to uncover the connections between the metabolic pathways
involved.
[0047] Several doubly charged ions were observed above m/z 500, including m/z 563.2, 636.2,
941.3, 948.3, 956.3 and 959.3. Tandem mass spectrometry experiments indicated that
the related 1.2-1.9-kDa species were not adduct ions. Their 3D distribution pattern
correlated with that of the protonated chlorophyll a molecule. Higher abundances were
noticed in the chlorophyllous tissue of the palisade and spongy mesophyll region,
indicating a possible direct link to the photosynthetic cycle. Structural assignment
was not attempted for these ions.
[0048] The combination of lateral imaging with depth profiling proved important in cases
when ion intensities integrated over the section gave no total variance. For example,
acacetin and methylated kaempferol/luteolin have been described in the chlorphyllous
tissues and also in those that partially comprised sections of the variegation, revealing
no significant accumulation through the cross-sections . The 3D localization of the
former ion with
m/
z 285.0759 uncovered information that had been hidden in our 2D LAESI IMS experiments.
Its molecular distribution was rather uniform across the first, fourth, fifth and
six layers of analysis (see Figure 10). The second and third laser shots, however,
exhibited lateral heterogeneity in the molecular distribution. The X-Y coordinates
of pixels with higher intensities (see intensities above ∼200 counts in red color)
coincided with the position of the secondary vasculatures captured in Figures 7 and
8. The secondary metabolites kaempferol/luteolin diglucoronide and luteolin methyl
ether glucoronosyl glucoronide observed at
m/
z 639.1241 and 653.1358 exhibited similar distributions in space. These data indicated
that the route of synthesis and/or transport for these metabolites differed from the
ones in the other groups mentioned above.
[0049] We have shown that LAESI is an ambient ionization source for MS that enables the
simultaneous investigation of a variety of biomolecules while eliminating the need
for tailored reporter molecules that are generally required in classical biomedical
imaging techniques. In vivo analysis with low limits of detection, a capability for
quantitation, and lateral and depth profiling on the molecular scale are further virtues
of this method with great potential in the life sciences. The distribution of secondary
metabolites presented in this work, for example, may be used to pinpoint the tissue
specificity of enzymes in plants. Water-containing organs, tissue sections or cells
from plants or animals, as well as medical samples can be subjected to 3D analysis
for the first time. The studies can be conducted under native conditions with a panoramic
view of metabolite distributions captured by MS.
CONCLUSIONS
[0050] LAES1 is an ambient ionization source that enables the simultaneous investigation
of a variety of biomolecules while eliminating the need for tailored reporter molecules
that are generally required in classical biomedical imaging techniques. In vivo analysis
with low limits of detection, a capability for quantitation, and lateral and depth
profiling on the molecular scale are further virtues of the method that forecast great
potentials in the life sciences. The distribution of secondary metabolites presented
in this work, for example, may be used to pinpoint enzymes to tissue or cell specificity
in plants. Water-containing organs or whole-body sections of plants, animals and human
tissues or cells can be subjected to 3D analysis for the first time under native conditions
with a panoramic view for ions offered by MS.
[0051] Although three-dimensional ambient imaging with LAESI has proved feasibility in proof
of principle experiments as well as in real-life applications, further developments
are needed on the fundamental level. For example, variations in the water content
and tensile strength of tissues can affect the lateral imaging and depth profiling
performance of the method. An automated feed-back mechanism may correct for these
effects by continuously adjusting the laser energy and/or wavelength while recording
the depth of ablation for each laser pulse. With typical resolutions of ∼300-350 µm
and 50-100 µm in the horizontal and vertical directions, LAESI offers middle to low
level of resolving power in comparison to optical imaging techniques. Advances are
promised by oversampling typically applied in MALDI experiments, aspherical lenses
for light focusing, and fiber optics for direct light coupling into the sample. The
latter two approaches have allowed us to analyze single cells with dimensions of ∼50
µm diameter while maintaining good signal/noise ratios. Higher lateral and depth resolutions
in three dimensions can dramatically enhance our understanding of the spatial organization
of tissues and cells on the molecular level.
METHODS AND MATERIALS
[0052] Laser Ablation Electrospray Ionization.
[0053] The electrospray source was identical to the one we have recently described. A low-noise
syringe pump (Physio 22, Harvard Apparatus, Holliston, MA) supplied 50 % methanol
solution containing 0.1 % (v/v) acetic through a tapered tip metal emitter (100 µm
i.d. and 320 µm o.d., New Objective, Woburn, MA). Electrospray was initiated by directly
applying stable high voltage through a regulated power supply (PS350, Stanford Research
System, Inc., Sunnyvale, CA). The flow rate and the spray voltage were adjusted to
establish the cone-jet mode. This axial spraying mode has been reported to be the
most efficient for ion production.
[0054] Live leaf tissues of approximately 20×20 mm
2 area were mounted on microscope slides, positioned 18 mm below the electrospray axis.
The output of a Nd:YAG laser operated at a 0.2-Hz repetition rate (4-ns pulse duration)
was converted to 2940 nm light via an optical parametric oscillator (Vibrant IR, Opotek
Inc., Carlsbad, CA). This mid-infrared laser beam was focused with a plano-convex
focusing lens (50-mm focal length) and was used to ablate samples at right angle under
0° incidence angle, ∼3-5 mm downstream from the tip of the spray emitter. During the
Spathiphyllum Lynise (∼200 µm average thickness) and
Aphelandra Squarrosa (∼450 µm average thickness) imaging experiments, the average output energy of a laser
pulse was measured to be 0.1 mJ ± 15% and 1.2 mJ ± 10%, respectively.
[0055] Scanning electron microscopy (JEOL JSM-840A, Peabody, MA) of the ablation craters
indicated that, as a single laser pulse impinged on the adaxial surface of the leaf,
the epidermal cells were removed in an elliptical area with 320 µm and 250 µm major
and minor axes, respectively. Using optical microscopy, exposure with consecutive
laser shots was found to result in slightly elliptical areas with axes of ∼350 µm
and ∼300 µm for
S.
Lynise and 350-µm-diameter circular ablation marks for
A. Squarrosa, which translated into a fluence of ∼0.1 J/cm
2 and ∼1.2 J/cm
2 at the focal point, respectively.
[0056] The ablated material was intercepted by the electrospray plume and the resulted ions
were analyzed by an orthogonal acceleration time-of-flight mass spectrometer (Q-TOF
Premier, Waters Co., Milford, MA) with a 1 s/spectrum integration time. The original
electrospray ion source of the mass spectrometer was removed. The sampling cone of
the mass spectrometer was located on axis with and 13 mm away from the tip of the
spray emitter. The ion optics settings of the instrument were optimized for best performance
and were kept constant during the experiments. Metabolite identification was facilitated
by tandem MS. Fragmentation was induced by CAD in argon collision gas at 4×10
-3 mbar pressure with the collision energy set between 15-30 eV.
[0057] Three-dimensional molecular imaging with LAESI.
[0058] A three-axis translation stage was positioned with precision motorized actuators
(LTA-HS, Newport corp., Irvine, CA) to scan the sample surface while keeping all other
components of the LAESI setup in place. The actuators had a travel range of 50 mm
and a minimum incremental motion of 0.1 µm. Thus, the ultimate resolution was determined
by the focusing of the incident laser beam and the dimensions of the ablation craters
(∼350 µm in diameter). To avoid the overlapping of the probed areas, the sample surface
was scanned at a step size of 500 µm in the X and Y directions. At each coordinate,
the cross-section of the live tissues were analyzed with 6 laser pulses while the
generated ions were recorded for 30 seconds with the mass spectrometer. Under these
settings, three-dimensional imaging of a 12.5 x 10.5 mm
2 area required a total analysis time of ca. 5 hours. Higher repetition rates for laser
ablation and a lowered ion collection time can significantly shorten this analysis
time in future applications. A software was written in-housc (LabView 8.0) to position
the translation stage and render the analysis times to the corresponding X-Y coordinates
and laser pulses. The exported data sets of mass-selected ions were converted into
three dimensional distributions and were presented in contour plot images with a scientific
visualization package (Origin 7.0, OriginLab Co., Northampton, MA).
[0060] Glacial acetic acid (TraceSelect grade) and gradient grade water and methanol were
obtained from Sigma Aldrich and were used as received. The Easter lily (
Spathiphyllum Lynise) and Zebra plant (
Aphelandra Squarrosa) were purchased from a local florist at an approximate age of one and a half years.
The plants were watered every 2 days with ∼300 mL tap water to keep their soil moderately
moist to touch. No fertilizer was used during the experiments. Temperature and light
conditions were 20-25 °C in light shade, protected from direct sun.
[0061] It will be clear to a person of ordinary skill in the art that the above embodiments
may be altered or that insubstantial changes may be made without departing from the
scope of the invention. Accordingly, the scope of the invention is determined by the
scope of the following claims and their equitable Equivalents.
Aspects of the invention will now be described with reference to the following numbered
clauses:
Clause 1. A method for the three-dimensional imaging of a sample, for example, live
tissue or cell sampled by mass spectrometry, comprising: subjecting the live tissue
sample or cell to infrared LAESI mass spectrometry, wherein the LAESI-MS is performed
using a LAESI-MS device directly on the live tissue or cell sample wherein the sample
does not require conventional chemical/physical pre-treatment and is performed at
atmospheric pressure, wherein the LAESI-MS device is equipped with a 3D scanning apparatus
for lateral and depth scanning of multiple points on a grid or following the cellular
pattern or regions of interest that is defined on the live tissue or cell sample,
and for depth profiling of each point on the grid or following the cellular pattern
or regions of interest by performing multiple ablations at each point, each laser
pulse of said ablations ablating a deeper layer of the live tissue or cell sample
than a prior pulse, wherein the combination of lateral scanning and depth profiling
provides three-dimensional molecular distribution imaging data.
Clause 2. An ambient ionization process for producing three-dimensional imaging of
a sample, which comprises: i) irradiating the sample with an infrared laser to ablate
the sample; ii) intercepting this ablation plume with an electrospray to form gas-phase
ions of the sample; and iii) analyzing the produced ions using mass spectrometry,
wherein the LAESI-MS is performed using a LAESI-MS device directly on the live tissue
or cell sample wherein the sample does not require conventional MS pre-treatment and
is performed at atmospheric pressure, wherein the LAESI-MS device is equipped with
a scanning apparatus for lateral and depth scanning of multiple points on a grid or
following the cellular pattern or regions of interest that is defined on the live
tissue or cell sample, and for depth profiling of each point on the grid or following
the cellular pattern or regions of interest by performing multiple ablations at each
point, each laser pulse of said ablations ablating a deeper layer of the live tissue
or cell sample than a prior pulse, wherein the combination of lateral scanning and
depth profiling provides three-dimensional molecular distribution imaging data.
Clause 3. The process of clause 1 or 2, wherein LAESI-MS detects ions from target
molecules within the sample, said ions selected from the group consisting of pharmaceuticals,
dyes, explosives or explosive residues, narcotics, polymers, biomolecules, chemical
warfare agents and their signatures, peptides, metabolites, lipids, oligosaccharides,
proteins and other biomolecules, synthetic organics, drugs, and toxic chemicals.
Clause 4. The process of clause 1 or 2, wherein LAESI-MS is performed in the presence
of a reactant in the gas phase, the sample or in the electrosprayed solution to facilitate
ion production or to induce reactions in the analyzed ions.
Clause 5. The process of clause 1 or 2, wherein the molecular distributions produced
by LAESI 3D imaging mass spectrometry are cross correlated in space to determine the
degree of covariance between the intensity distributions of different ions in order
to identify the metabolic relationships between them, wherein co-localization of metabolites
in tissues identified by LAESI 3D imaging mass spectrometry can also help to uncover
connections within and between metabolic pathways.
Clause 6. A LAESI-MS device for three-dimensional imaging of a sample, comprising:
i) a pulsed infrared laser for emitting energy at the sample for ablation; ii) focusing
optics based on lenses, mirrors or sharpened optical fiber; iii) an electrospray apparatus
for producing a spray of charged droplets; iv) a mass spectrometer having an ion transfer
inlet for capturing the produced ions; v) and a scanning apparatus and software for
lateral and depth scanning of multiple points on a grid or following the cellular
pattern or regions of interest that is defined on the sample, and for depth profiling
of each point on the grid or following the cellular pattern or regions of interest
by controlling the performing of multiple ablations at each point, each laser pulse
of said ablations ablating a deeper layer of the sample than a prior pulse, wherein
the combination of lateral scanning and depth profiling provides three-dimensional
molecular distribution imaging data, rendered by said software.
Clause 7. The device of clause 4, further comprising wherein the LAESI-MS is performed
at atmospheric pressure.
Clause 8. The device ofclause 4 or 5, further comprising an automated feedback mechanism
to correct for variances in water content, tensile strength and surface elevation
of the sample by continuously adjusting laser energy and/or laser wavelength while
maintaining the working distance of the focusing optics and recording the depth of
ablation for each pulse.
Clause 9. The device of clause 4 or 5, wherein LAESI-MS detects ions from target molecules
within the sample, said ions selected from the group consisting of but not limited
to pharmaceuticals, dyes, explosives or explosive residues, narcotics, polymers, chemical
warfare agents and their signatures, peptides, metabolites, lipids, oligosaccharides,
proteins and other biomolecules, synthetic organics, drugs, and toxic chemicals.
Clause 10. A method for the direct chemical analysis of a sample by mass spectrometry,
comprising: subjecting a sample to infrared LAESI mass spectrometry, wherein the sample
is selected from the group consisting of pharmaceuticals, dyes, explosives, narcotics,
polymers, tissue samples, and biomolecules, and wherein the LAESI-MS is performed
using a LAESI-MS device directly on a sample wherein the sample does not require conventional
MS pre-treatment and is performed at atmospheric pressure.