By Jeffrey M. Perkel
Mass Spectacle
Making the most of mass spectrometry imaging.
Being able to identify a particular chemical or protein in a piece of tissue
isn't always enough; sometimes you need to know exactly how it's distributed there.
That question can be answered to some extent by path-lab standbys such as
immunohistochemistry or immunofluorescence, but those techniques require specific
antibodies, and are both biased and low-throughput.
Mass spectrometrists have an alternative. In MS imaging, tissue is
mass-analyzed spot by spot in a raster pattern (across and down) to produce a
two-dimensional dataset mapping chemical content to individual x,y coordinates
("pixels"). Overlay those data over an image of the tissue, and now you can map
compounds to their biological locales.
Richard Caprioli of Vanderbilt University, who pioneered the first
biologically relevant form of the technique, MALDI (matrix assisted laser desorption
ionization) imaging, compares the process to digital photography. Just as a digital
picture contains three channels—red, green, and blue—whose
individual intensities define each pixel's color, MS images comprise thousands of
channels, each corresponding to a particular spectral peak. "You can take any signal
in the [mass] spectrum, from any one of those pixels, and express its relative
intensity over all of the pixels in your image, and … get a molecularly
specific image."
Amenable to small metabolites, drug compounds, lipids, and proteins, the
technique yields thousands of molecular channels relatively quickly, all without
specific antibodies. Yet there's more than one way to scan a tissue, each with its
own hardware requirements, molecular specificity, and resolution. The
Scientist asked five leading MS imagers how they do it. Here's what they
said.
Protein Challenge
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The axial section of a mouse head showing molecular markers in different
colors, including a protein uniquely found in the grey matter (bright green), a
molecule uniquely found in growing tumors (red) and one specific for muscle
(yellow-green).
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Courtesy of Erin Seeley and Richard Caprioli
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Researcher:
Richard Caprioli, Professor of Biochemistry & Director of the
Mass Spectrometry Research Center, Vanderbilt University
Project:
Characterizing the molecular microenvironment around tumor boundaries
Problem:
In a word: proteins. There are several ways to image small molecular
weight molecules, but polypeptides are tougher because they're so big.
Solution:
For this problem, the straightforward approach, MALDI imaging, works
best. Caprioli placed sections of human clear cell renal cell carcinoma on MALDI
target plates, applied a crystalline, organic matrix material, and imaged the
tissue by rasterizing across the sample with a MALDI laser: zap, read, move the
stage, repeat.
MALDI imaging might be the most common MS imaging approach, if only
because MALDI time-of-flight mass spectrometers are so prevalent. Also, it's
really the only approach capable of mapping proteins, as opposed to small
molecules. "The strength of MALDI ... is the fact that the MALDI can do high
molecular weights," says Caprioli, who has used the approach to map proteins up
to 300 kDa in size.
Using such images of human kidney cancer sections, Caprioli's team was
able to identify a group of proteins present only within the tumor histological
boundary, and others that seeped beyond it. It was a molecular clue to why these
tumors tend to recur so frequently at the site of surgical resection. "The
[tumor] microenvironment was not normal," he explains. "It was fertile for
cancer invasion."
Cost:
Though matrix can be applied manually, Caprioli uses spotting robots for
improved consistency. These can cost from five to six figures; one, the LabCyte
Portrait, which uses sound waves to eject picolitersized droplets onto the
tissue, costs "considerably over $100,000," he says.
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Bedside Imaging
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Distribution of phosphatidylinositol, (PI 38:4), m/z 885, on the pig
adrenal gland section.
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Courtesy of Chunping Wu, Alston Labs
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Researcher:
R. Graham Cooks, Professor, Department of Chemistry, Purdue University
Project:
Developing an MS imaging system for use during surgery
Problem:
Mass spectrometers
are not typically compatible with bedside applications: they are large and heavy, require
lengthy sample preparation, and operate in a vacuum. Cooks wanted a system that was small,
fast, and worked at atmospheric pressure, for instance to provide real-time guidance to
surgeons regarding tumor boundaries.
Solution:
Cooks and his team designed an approach
called desorption electrospray ionization (DESI), which is similar to SIMS, but functions
under atmospheric pressure. "DESI is a method in which one ionizes using fast-moving charged
microdroplets of solvent [such as water or acetonitrile], which impact on a sample and carry
away analyte," Cooks explains. Unlike MALDI, no sample preparation is required, making the
process compatible with clinical work.
Here's what happens: Imagine a focused beam of
charged droplets directed at a tissue slice. As the first droplets hit the sample, they form
a thin film on the surface, which extracts both small molecules and proteins from the tissue
below. Then, as subsequent droplets impact the surface at this same spot, the extract liquid
splashes upwards into the mass analyzer.
"A DESI experiment is actually an extraction
experiment," Cooks explains. "These little droplets extract compounds from the surface." In
one case, his lab analyzed the lipid content of dog bladder tumors. "We can find the tumor
margins using the distribution of the phospholipids," he says.
Cost:
Purdue University has
licensed DESI to Indianapolis-based Prosolia. The Omni Spray 2D Ion Source Kit costs
$65,000.
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Easy Living Tissue
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3D image reconstruction of the m/z 315 ion from leaf epidermal cells
recorded using LAESI.
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Courtesy of P. Nemes and A. Vertes
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Researcher:
Akos Vertes, Professor of Chemistry and of Biochemistry &
Molecular Biology & Founder and Codirector, W.M. Keck Institute for Proteomics
Technology and Applications, George Washington University
Project:
Studying the primary and
secondary metabolite distribution in a live leaf specimen
Problem:
Depositing matrix is
tricky, and the matrix itself often obscures the low molecular weight end of the spectra. In
addition, MALDI mass spec is done in a vacuum, but vacuums and live specimens don't mix.
Solution:
The matrix's purpose in MALDI mass spectrometry is to absorb laser light and thus
vaporize the sample. But it turns out that biological samples can also absorb the energy
directly: light of 2.94-mm wavelength excites water's OH bonds.
Vertes' solution combines two techniques. In the first, an atmospheric pressure infrared
(APIR) MALDI laser excites the water in the tissue directly, vaporizing the sample in what
literally is like a cell-sized nuclear explosion on the tissue surface. Ionized particles
thus produced are then drawn into the mass analyzer for analysis. But, not all vaporized
particles are charged, Vertes says; most are "neutrals" that are lost to APIR MALDI.
To
capture these neutrals, Vertes uses a second method called LAESI (laser ablation
electrospray ionization), which engulfs the particles in a plume of charged microdroplets,
thereby re-ionizing them. Applied across the entire sample, the combined force of the two
approaches, he says, provides greater molecular coverage and robustness.
Unlike most MS
imaging processes, Vertes' method also adds depth to his imaging, allowing him to map
metabolites in 3D. The technique's resolution—10 mm in diameter and
30 mm deep—also corresponds to biology's natural "voxel," the cell,
meaning he can "build images the natural way, the way biology built its structures."
Cost:
To build your own APIR MALDI/LAESI system, you'll need a mid-IR laser (available from Opotek
of Carlsbad, Calif., for $40,000 to $60,000), an x/y/z translation stage (available from
both Thor Labs and Newport, for $10,000 to $15,000), as well as a custom-built LAESI source.
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3D Drilling
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A total ion image of a paramecium cell, with information summed from all
of the masses in the spectrum.
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Courtesy of Nick Winograd
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Researcher:
Nicholas Winograd, Evan Pugh Professor of Chemistry, Penn State University
Project:
Spatially mapping the chemical content of cells
Problem:
Mapping that content in
three dimensions, without significant molecular fragmentation
Solution:
To solve his problem
Winograd went back to MS imaging's origins. "Mass spec imaging has its roots in a technique
called SIMS [secondary ion mass spectrometry], where molecules are desorbed from surfaces by
focused energetic ion beams," Winograd says.
Researchers outside of biology have been
imaging with SIMS for decades, says Winograd, for instance to understand the chemistry of
integrated circuits. The technique has several benefits, including speed (~10,000 spectra
per second), subcellular resolution (~100 nm), and lack of matrix. On the other hand, unlike
MALDI, SIMS is not a "soft" technique; it can only image small molecules, often shattering
then in the process.
Winograd tweaked the method with a new form of SIMS beam made of
carbon-60 "buckyballs," which cause less chemical damage than do traditional SIMS beams.
Nevertheless, 60 carbons striking the sample surface simultaneously, Winograd says, is akin
to "a cluster bomb;" repeated bombardment enables his team to drill down into a sample to
map molecules in three dimensions. He calls this process "molecular depth profiling."
Winograd's team has used this approach to study how changes in lipid chemistry relate to the
curvature of the membrane in the protozoan Tetrahymena. "As the shape changes,
the shape of the lipid molecule also changes," he says.
Cost:
Imaging SIMS instruments cost
"generally on the order of $1 million or more," Winograd says. But in a recent publication
(Anal Chem, 80:7921–9, 2008) his team described converting a MALDI MS into
a C60 imaging SIMS system, a process that is considerably less expensive, he says.
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Old Hardware, New Uses
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Nanostructure-Initiator Mass Spectrometry (NIMS) imaging of a mouse embryo
section.
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Courtesy of Trent Northen
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Researcher:
Gary Siuzdak, Professor of Molecular Biology & Senior Director,
Center for Mass Spectrometry, The Scripps Research Institute
Project:
Analyzing endogenous and exogenous metabolite distribution in mammalian tissue samples
Problem:
Siuzdak wanted to
avoid depositing MALDI matrix: matrix crystal size can lower resolution, and matrix ions
obscure the low end of the mass spectra. But he still wanted to use MALDI hardware, one of
the most prevalent MS systems in biological labs.
Solution:
Siuzdak devised a novel
technique called nanostructure initiator mass spectrometry, or NIMS, which relies on a
fluorine polymer on a porous silicon surface rather than matrix to induce ionization
(Nat Protocols, 3:1341–9, 2008). In NIMS, the polymer is deposited into
etched holes in a custom-built silicon target plate, and the tissue sample is laid over the
top of the polymer, ready for analysis. When this plate is hit with the nitrogen laser found
in most MALDI systems, the fluorine polymer beneath the sample heats up and vaporizes,
taking the sample with it.
Small molecules including lipids, sugars, and steroids are
amenable to the technique, says Siuzdak, though each requires a slightly different fluorine
polymer. "It's a one-step process. The beauty of it is, it's much simpler than MALDI because
with MALDI, you put the tissue down, then have to deposit matrix onto the surface."
Because
the fluorine polymer does not ionize well, it produces little spectral interference. And,
because the ionization process is "soft," like MALDI, NIMS produces biological molecules
that are ionized largely intact rather than in pieces. On the other hand, the technique's
sensitivity for intact proteins is lower than MALDI's.
Cost:
Required materials include
silicon wafers ($18-$20 each, producing four chips per wafer), fluorine polymer (custom
synthesis from Gelest, about $28/gm), and a custom Teflon cell to etch the silicon wafers.
"The initial cost for the setup is probably going to be about $1,500, and then after that
it's going to be on the order of $6 per chip," Siuzdak estimates.
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