Contrary to the way it appears in many high-throughput screening laboratories,
life does not occur in a vacuum, and drug developers must always be cautious about
data that result from assays based on idealized two- or three-molecule interactions.
With all this excitement with the genome project, all this proteome work
going on right now, the importance of cell biology is really going to come to
the forefront, said Kenneth Dunn, director of biological microscopy at the
Indiana University School of Medicine, in a recent interview with bio.com.
People really need to understand the temporal and spatial regulation of
where proteins are in cells and tissues and the body, when theyre turned
on, what proteins theyre interacting with; and theres really not a
better way of getting at that than with fluorescence microscopy.
Focus on fluorescence
Fluorescence microscopy has been applied to a variety of experimental systems
and is commonly used by clinicians and scientists to study everything from chromosomal
abnormalities to ion channel activity. In this technique, researchers use specific
wavelengths of visible light to excite a fluorescently labeled molecule or fluorophore.
The fluorophore then emits light at a longer wavelength, and this light is separated
from reflected incident light by a beamsplitter before passing through an eyepiece
to a camera. Images that result from fluorescence microscopy can be blurry, however,
because of the diffuse nature of the fluorescent signal, which can severely compromise
experiments that look for subtle changes in cell localization.
To address this problem, many researchers use laser scanning confocal microscopy
(LSCM), which relies on the same fundamental principles as fluorescence microscopy.
In LSCM, however, the fluorophore light is further defined by passing it through
a small aperture, which removes extraneous light from outside the samples
focal plane. The resulting image is much sharper, and by digitally combining images
from several planes, researchers can construct a 3D image of the sample.
But even with these advanced microscopy techniques, scientists might only be
looking at a single moment in time, missing the dynamic aspects of drugcell
interactions.
The major disadvantage to working with fixed specimens is that you get
only a snapshot of what is really happening, without any cause-and-effect information,
and you can miss a great deal, says Phil Vanek, director of strategic marketing
at Atto Bioscience, Inc. Also, you have really limited access to information
about how fast things are happening, and many biological processes may not be
dictated by whether they occur, but at what rate.
In a biochemical assay, you lyse or otherwise fix the cells at a given
time point, Vanek continues. You are then averaging all your cellular
measurements over the population of cells. This situation gets to the question
of a drug screen showing a 10% calcium response at an IC50 dose of
compound: Does this mean that you are seeing 10% of the cells responding at 100%
or that 100% of the cells are responding at 10%? A big difference. On the other
hand, by working with living cells with a system like the Pathway HT, which can
do both kinetic and end-point measurements, you can explore those biologically
relevant time points and develop better end-point assays.
For this reason, the microscopy and drug discovery communities have collaborated
to develop new techniques that allow scientists to examine live specimens in a
fourth dimension: time. For example, researchers at Johnson & Johnson Pharmaceutical
Research & Development used the fluorescent dye Nile red and the Pathway HT
to monitor the cytotoxic effects of various drugs on hepatic cells. They found
that the microscopic methodunlike standard plate readersallowed them
to detect dye uptake rapidly and at lower drug concentrations, and to distinguish
between living and dead cells.
Vaneks comments were recently echoed by Daniel Gerlich and Jan Ellenberg
of the European Molecular Biology Laboratory. Four-dimensional imaging gives
us access to new worlds of dynamic function in live cells, they said in
a special supplement to Nature Cell Biology. By taking both space
and time into account, processes that involve, for example, changes in structure,
compartmentalization, fluxes, directed transport, and signal-mediated localization
can be studied quantitatively in real time.
Multifaceted multiphoton
A challenge of LSCM, however, is that the incident laser light can be too intense
for living samples to withstand the long and frequent exposures required to perform
these experiments. To address this problem, many researchers have come to rely
on a modified version of LSCM called multiphoton microscopy which uses two or
more lower-energy photons.
Scientists have used multiphoton microscopy to study everything from embryo
development to angiogenesis and cancer progression. For example, Brian Backsai
and colleagues at the Massachusetts General Hospital have used multiphoton methods
to analyze Alzheimers disease (AD) development in mouse models, literally
watching through a window on the brain.
Historically, AD research has depended a lot on fixed samples of AD brain,
Backsai says. Its a huge advantage to be able to see whats happening
in a live brain over time. How do plaques form? What or when are the critical
steps to prevent formation? What happens to the rest of the brain when the plaques
are cleared? These questions can be supported with fixed-tissue analyses, but
are much more directly answered in vivo.
One of the challenges of AD, according to Backsai, is that it cannot be diagnosed
with certainty in living humans; diagnosis instead relies on postmortem detection
of senile plaques. For this reason, researchers and clinicians have been somewhat
hamstrung in their efforts to develop ways to test new drugs.
Mouse models of AD, however, that develop amyloid pathology as they age,
have been around since 19951996, Backsai says. We started soon
after to try and image plaques in these living animals and selected multiphoton
imaging as the way to go.
After labeling plaques with well-characterized histochemical stains, researchers
use multiphoton methods to image deepup to about 500 µminto
the brain to detect fluorescence with submicrometer resolution. In one study,
Backsai and his colleagues were able to follow plaques in living animals for as
long as six months. By directly imaging the plaques, researchers can use just
a few micewhich are expensiveto test a drug, as opposed to using large
cohorts, Backsai says.
Once we established a detection platform, it was a natural progression
to test therapeutics aimed at making the plaques go away, Backsai says.
We could do this by imaging individual, established plaques in old mice
and watching how they changed or disappeared with treatment.
Most recently, we helped characterize a novel and exciting PET ligand
for diagnostic imaging in humans, that happens to be fluorescent, he explains,
in reference to his work on the contrast agent PIB. We showed in the mice
that the compound PIB does exactly what it was designed to do.
Backsai and his colleagues have trained several pharmaceutical firms in their
multiphoton techniques so that they could use them as an assay to test new drugs.
Similarly, theyve also trained other academic labs and are collaborating
with some to evaluate new therapeutic approaches. Multiphoton microscopy is being
used for a variety of purposes in other labs, according to Backsai, but he is
also aware of its limitations in drug discovery endeavors.
I honestly dont see multiphoton microscopy playing a huge role
in drug discovery, because its quite time-consuming compared with multiwell
plate assays and other in vitro screens, he admits. Ultimately, in
vivo characterization may be necessary and will depend on an imaging technique
like multiphoton, but except for AD, where the end points and biomarkers are scarce,
I dont see it being a lead assay system.
Beyond cells
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Figure 1. One photon, two photon; green
photon, blue photon. The distinct excitation (top) and emission spectra (bottom)
of the various fluorescent proteins allow researchers to examine multiple targets
simultaneously, in both standard and multiphoton microscopy. (Adapted with permission
from Miyawaki, A.; et al. Nat. Cell Biol. 2003, 5, S1S7.) |
For all of their benefits, high-content screening systems that use live cells
to characterize compound responses still suffer from a significant limitation:
A living organism is more than just a collection of cells. Model systems of various
human diseaseswhether in mice, flies, or wormsoffer one solution to
this problem, but even here, the effects of potential drugs on mechanisms such
as gene expression can remain invisible and must be deduced from secondary information
such as animal behavior or limb formation.
To address this problem, several researchers have developed model organisms
where genes of interest are hooked up to various fluorescent or luminescent markers
(Figure 1). These glow-in-the-dark organisms allow investigators to
watch the effects of drug treatment on the specimen at the molecular level both
in real time and without the need to sacrifice the test subjects.
One company that has specialized in the use of fluorescent protein markers
for whole-body imaging is AntiCancer, Inc., which uses the technique to study
cancer growth, metastasis, angiogenesis, gene expression, and stem cell function,
according to Robert Hoffman, company president. AntiCancer has carried out
contract work in the pharmaceutical development world for almost 20 years,
he says. Its customers now often request the use of the models with the
fluorescent marker systems for new-drug testing.
Recently, Hoffman and other researchers from AntiCancer joined with scientists
from the University of California at San Diego and the Massachusetts Institute
of Technology to develop a dual-color fluorescence imaging system to examine tumor
formation in mice. The scientists labeled various transplanted tumor cells with
red fluorescent protein (RFP) and host mouse cells with green fluorescent protein
(GFP). They then used fluorescence imaging and microscopy to follow interactions
of healthy and cancerous cells. In some samples, the investigators noted that
the foreign tissue induced the host tissues to form angiogenic blood vessels,
whereas in other experiments, they witnessed an immunological attack on the foreign
tissue by the host.
Although this investigation was largely a proof-of-principle experiment to
determine whether they could visualize the events surrounding angiogenesis, the
researchers suggest that the model can also be used to develop specific
therapeutics that attack or support host cells that affect tumor growth and progression.
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Figure 2. Glowing results. By tagging
L. monocytogenes with bioluminescent molecules, researchers followed the
spread of infection in mice over a five-day period. (Adapted with permission from
Hardy, J.; et al. Science 2004, 303, 851852.) |
Alternatively, rather than rely on genetically modified model organisms, researchers
can follow the progression of external compounds or organisms as they race through
the body of test subjects. For example, scientists at the Stanford University
School of Medicine and Xenogen Corp. recently examined the proliferation of Listeria
monocytogenes infections in mice (Figure 2) using whole-body imaging.
Although Listeria is a significant cause of foodborne illness and has
a high mortality rate, little is known about its pathophysiology. By tagging the
bacterium with a bioluminescent molecule, the researchers determined that even
in asymptomatic subjects, the microbe replicates in the gall bladder, where it
might escape the host immune system. The bacterium then passes into the intestine,
where it can reinfect the same host or be transmitted to infect others. By identifying
specific virulence factors and some components of the infectious pathway, the
researchers hope to better understand how to fight these infections.
The next stage
Recent efforts to expand upon early success in the various forms of live-cell
and whole-body imaging are coming from multiple directions. Engineers are designing
microscopes and cameras to handle an ever-widening array of sample types and sizes,
and chemists and biologists are developing ever-more-versatile fluo-rescent and
luminescent compounds to use in assays. Ultimately, however, the success of these
new developments will hinge on whether they provide information in the context
of life.
The key requirement of the new systems biology is the ability to understand
cellular events in context, says Atto Biosciences Vanek. It
is no longer good enough to try to explain the workings of an engine after studying
spark plugs for five years. New assays are being developed, for example, Norak
Transfluor, that can only be explored using imaging techniques. Imaging opens
up the opportunity to explore both kinetic and spatial events within cells.
The Holy Grail of this technology is to build a technology that can image
cells over time, in 3D, and monitor a multitude of channelsfluorescence,
morphological, physiologicalall at the same time, he continues. Image
quality is already there; speed is getting there; and data analysis has a ways
to go, but progress is being made rapidly. Data storage and mining with cross-platform
sharing are going to be a challenge. Fifteen years ago, however, no one would
have thought to sequence the human genome, but that was doable. This is doable,
too. The technology just needs to evolve. |
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