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| Switching from physics to biology |
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| Physicists in transition help shape biological
theory |
| by Jennifer Ouellette |
Many in physics chafe at the oft-quoted maxim that the 21st century
is the age of biology. Others see the biological boom
as offering unique opportunities for physicistsand not just
in the traditional area of building instrumentation for experimental
research. Physicists are well positioned by their training to contribute
to the development of a theoretical framework in biology, a field
that has matured to the point where sufficient quantitative data
and sophisticated experimental tools exist to test biological theories.
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Figure 1. Only about 1,000 distinct
folds (as shown by these ribbon diagrams with characteristic
secondary structures shown as red helices and yellow arrows)
occur in natural proteins (a). Other highly designable protein
backbones may be possible, such as the one at lower right in
(b), which has not been found in nature.
(
NEC Laboratories America,
Inc.) |
An experimental field without theory eventually becomes awash
in data, says Ned Wingreen of NEC Laboratories America, Inc.
(Princeton, NJ). There is just so much data being generated
in biology today that the only way scientists will be able to organize
it is by developing theoretical frameworks.
As industry moves toward greater interdisciplinary efforts involving
researchers from both the physical and biological sciences, some
traditionally trained physicists have transformed themselves into
biophysicists and found rewarding new challenges. Wingreen and Stephen
Laderman of Agilent Technologies have made that career trek, and
their experiences illustrate the fascination of biophysics and its
importance to shaping the theoretical basis of modern biology.
Bioinformatics
Originally trained as a condensed-matter physicist, today Ned
Wingreen runs a bioinformatics research group along with fellow
physicist Chao Tang. Bioinformaticswhich uses the tools and
techniques of computer science, mathematics, and statistics to analyze
and manage biological datais a new area for NEC, a company
primarily associated with computers and communications equipment.
But its investment in bioinfomatics research reflects its view of
the future of information technology. NEC isnt trying
to become a pharmaceutical company, but they believe their customers
are increasingly going to be in the biomedical sector, says
Wingreen. So they are interested in developing their own in-house
expertise to generate both products and intellectual property.
His interest in math and science dates to his childhood in Los
Angeles, and he chose to major in physics after taking a Saturday
course at Caltech taught by an undergraduate. Every week he
would write down a problem in physics on the board and for the next
two hours essentially fail to solve it, says Wingreen. But
it was such an exciting process, and made me realize that physics
is very much about the excitement of the chase. When it came
time to choose a graduate school, he opted to study condensed- matter
physics at Cornell University under John Wilkins, earning a Ph.D.
in 1989. After completing a postdoctoral fellowship at the Massachusetts
Institute of Technology, he joined NEC in 1991.
Wingreens initial work for NEC focused on theoretical studies
of quantum transport, a far cry from his current work. His transition
to biophysicist was largely due to serendipitously overhearing Tang,
housed in the next office, engage almost daily in lengthy arguments
with a postdoc about proteins. At some point, I decided I
couldnt get any work done, so I put down my pencil, went next
door, and started talking to them, he says. And I became
convinced this was going to be a promising direction. The
three men began working on simple lattice models of proteins soon
afterward. Wingreen credits the flexibility and a sabbatical program
afforded researchers at NEC for the ease of his transition. He spent
a year at the University of California, Berkeley, where he took
classes to better acquaint himself with his new field and learn
the language, and collaborated with a senior biologist.
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The bioinformatics group primarily focuses on designing new
protein folds (Figure 1). Proteins are the workhorses
of the cell, but to do their job they have to be properly
folded, Wingreen explains. Although millions of protein
sequences are available, the number of qualitatively different
folded structures found in nature is relatively smalla
few hundred to a thousand. Part of our work has been
to gain insight into the question of why we see such a small
number of protein folds, says Wingreen. We have
learned that some structures intrinsically make better proteins
than others. We think that is what limits the number found
in nature. But it is also our view that there are still many
possible folds out there not currently being used. The
groups goal is to demonstrate that precept and to develop
new folded-protein structures. The new folds, in principle,
could produce new catalysts and new pharmaceutical drugs,
Wingreen says.
He and his colleagues are also exploring biological networks,
such as intracellular and protein signaling systems, and looking
beyond abstract properties to learn how specific networks
may elucidate the broad classes of activities that take place
in a cell. In signal transduction networks, for example, proteins
on a cells surface detect information from outside the
cell. That signal is transduced to other proteins inside the
cell and ultimately goes on to modify gene expression. Much
of his groups signal transduction work is currently
aimed at microorganisms such as bacteria and yeast because
they are the most tractable experimental systems.
In some respects, Wingreen says, his work in biology is similar
to what he did in physicsattempting to find simple models
that capture the essential features of a system. No
one would argue with the notion that all of biology at root
is physics, so it seems to me to be a kind of artificial distinction,
he says. And because there has been so little theoretical
work in molecular biology, there is a rich diversity of problems
from which to choose. In physics, I had to invest years
just to get to the point where I could identify the interesting
problems. The theory has been worked on by so many people
for so long that the remaining problems are very subtle and
deeply embedded, says Wingreen. But in biology
there are plenty of theoretical problems just under the surface.
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Figure 2. In molecular diagnostics,
RNA from a biological sample is isolated and labeled with
a fluorescent dye, and then it binds to complementary
genetic material on a microarray for identification
(Agilent Technologies) |
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Molecular diagnostics
Stephen Ladermans current position as manager of the
molecular diagnostics department in Agilents Life Science
Technologies Laboratory (Palo Alto, CA) might seem a world apart
from his early educational background in chemistry, physics, and
materials science. But for him, the transition has been a natural
continuum. Each stage of his career bears some logical link to the
nextalthough he admits that in college, I would never
have predicted that I would be doing what I am today.
Laderman found himself attracted to science and math as a child.
Although he earned a bachelors degree in physics from Wesleyan
University in 1976, he also took an equivalent amount of course
work in chemistry. I have always been interested in thinking
about the relationship between atomic- and molecular- scale phenomena
and structure, and their macroscopic- or human-scale manifestations,
because it is related to what is of practical interest, says
Laderman. With that in mind, he opted to pursue graduate studies
in materials science and engineering at Stanford University, earning
a Ph.D. in 1983. He remained at Stanford for a two-year postdoctoral
fellowship and continued his thesis work of characterizing atomic-
scale structures with X-rays, using the then relatively new technology
of synchrotron radiation sources.
In 1984, Laderman joined Hewlett-Packardfrom which Agilent
later emergedas a member of the technical staff in the materials
research laboratory. Over the years, he served as a project manager
in the companys integrated-circuit and solid-state-technology
R&D centers, and in 1996 he became manager in chemical and biological
systems. Even before moving into the life sciences, I had
been heavily involved in managing interdisciplinary projects,
says Laderman. So I saw the change as an additional opportunity
to extend my management work to encompass some new disciplines.
Agilent spun off from Hewlett-Packard in 1999, but it maintains
the philosophy of simultaneously advancing the fundamental underlying
science along with practical implications. Bill Hewlett liked
to say that creativity works best when it is not too structured,
but in the long run it must be tamed, harnessed, and hitched to
the wagon of mans needs, says Laderman. I think
theres a lot of truth to that. Its been a continuous
theme throughout my career, and it certainly applies to my department
these days.
Agilents molecular diagnostics department uses computational
biology, molecular biology, and biochemistry to develop analytical
systems for work in genetics, genomics, and proteomics, the effort
to identify and determine the roles and interactions of all proteins
encoded in the genome. Its staff includes scientists trained in
biochemistry, molecular biology, and computational biology. Much
of the research aims at elucidating behavior at the molecular scale
and using that knowledge to develop new and better measurement systems.
Indeed, a physicist in the department created data analysis software
for Agilents DNA microarray devices, one of its extremely
successful products (Figure 2).
The work of Ladermans department is inherently interdisciplinar
y and lends itself to collaborative research. For example, it has
an active collaboration in cardiology with researchers from institutions
such as Stanford University and with a Harvard University group
to develop single-molecule detection systems based on nanopore technology.
Laderman credits Agilents firm commitment to its employees
continued development with easing his path into his new field. But
he cautions those seeking to do likewise that they must be patient
about the inevitable learning process. It takes time and energy
to learn the new material, and it is important to set realistic
personal milestones, says Laderman, who learned primarily
from his interactions and collaborations with other scientists.
From them, he gained valuable expertise in molecular biology and
its tools, and a smattering of cancer biology and cardiology. But
more importantly, he says, I have developed a great respect
for how biologists accomplish their work and further their understanding
of the field, which is impressive given the complexity and ambiguities
they face.
Transition tips
Physicists who switch from pure physics to the biology physics
interface may work in academia, industry, or government labs, as
well as in a wide range of specialized areas. Yet all have useful
insights about preparing for such a change, gleaned from their own
varied experiences.
Andrea Liu, a professor of chemistry and biochemistry at
the University of California, Los Angeles, recognizes the benefits
of making the transition early in ones career. She made the
switch as an untenured professor and found that the most difficult
aspect lay in finding a problem of equal interest and relevance
to both physicists and biologists. In contrast, graduate students
and postdocs can simply join a different research group without
having to select their own problem. However, she says, the
advantage of switching later is that you have a very solid grounding
in physics before moving into biology.
Liu is putting her t h e o r e t i c a l background to good use
in biophysics, yet she admits her switch was more difficult than
if she were an experimentalist. There has been no biological
theory in the past, she says. For many biologists, theory
is related to data analysis or devising equations to describe something,
whereas to a physicist, theory is developing a new way to look at
the entire problem.
Mark Goulian, assistant professor of physics at the University
of Pennsylvania, also struggled with finding his niche in biophysics,
and he credits a fellowship at Rockefeller Universitys new
Center for Studies in Physics and Biology with helping him identify
his research interests. He advises following ones interests
rather than currently fashionable topics. If I had really
listened to my inner voice and followed what truly excited me, I
would have immersed myself immediately in a biology lab, he
says. Instead, he followed a circuitous path, from high-energy physics
to soft condensed matter to biology. My CV looks a little
odd, but in the end it worked out well for me, Goulian says.
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| Figure 3. Single-molecule force
spectroscopy, illustrated by this optical-tweezer technique,
is a field of biophysics that has been developed with
a lot of help from physicists. Northeastern University,
Department of Physics |
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One way to make the transition is to focus on an area in
biology that is instrument-intensive, such as single-molecule
manipulation or imaging. Mark Williams, now an assistant professor
of physics at Northeastern University, has found his experience
building optical tweezers especially useful for biological
problems (Figure 3). Thats definitely one significant
strength of physicists: the ability to build instruments to
perform research on whatever experiment is put in front of
us, he says.
Wingreen says he found it helpful to be a student again when
making his transition into biology. Although it is not necessary
to take extra classes, it is vital to gain a thorough understanding
of what is known in your area of interest and to learn how
to communicate with biologists. Physicists have to make
a little bit of an investment to learn to talk to biologists,
says Wingreen. The good news is, it is pretty much a
one-time effort. There is a lot of unity in biology.
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It is also useful to choose good mentors or collaborators. Its
easy to discount or not realize the difficulties of actually doing
some of these experiments, and a good mentor can bring you down
to Earth. Interdisciplinary interactions can lead to intriguing
new research areas: Williams current studies of DNAprotein
interactions were a direct result of an interdisciplinary group
interested in nucleic acids. And collaborating with experimental
biologists is absolutely essential if you are working in biophysics
theory, Liu says. As a theorist, you can only progress so
far before you need to check your ideas experimentally.
The American Institute of Physics and The Industrial
Physicist present the:
2003 Industrial Physics Forum
"Physics in the Life Sciences"
San Jose, CA
October 26-28, 2003
For further information contact
AIP Corporate Associates at (301)-209-3034, or visit
the IPF website.
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