Communications of the ACM
chicago Center Developing Computational Bioresearch Tool
Gregory Voth and colleagues at the University of Chicago have launched an NSF-funded chemistry center purely devoted to theory and computation.
Credit: Jason Smith / University of Chicago
The HIV virion is the virus particle that spreads the deadly AIDS infection from cell to cell.
"On the molecular scale it's a huge object that probably involves a billion total atoms. You would never get anywhere just by trying to study atom-by-atom how they all interact with each other," says Gregory Voth, the Haig P. Papazian Distinguished Service Professor in Chemistry at the University of Chicago.
But Voth and his UChicago colleagues are working on a technique that might lead to a new, dramatically simpler way to predict molecular motion inside a cell. The team will pursue that goal with an initial $1.5 million Phase I grant from the U.S. National Science Foundation to launch the new Center for Multiscale Theory and Simulation.
CMTS is UChicago's second Phase I NSF Center for Chemical Innovation, following the establishment of the Center for Energetic Non-Equilbrium Chemistry at Interfaces in 2009. NSF created the Centers for Chemical Innovation program in 2004 to support long-term basic chemical research problems that are likely to produce transformative results.
"One of the reasons that the federal government supports basic research is because it has very positive impacts on our economy and our society," says Matthew Platz, director of NSF's Division of Chemistry. The NSF-funded CMTS, which is purely devoted to theory and computation, could lead to the development of new pharmaceuticals and biomaterials.
Joining Voth in founding the center are Benoit Roux, professor in biochemistry and molecular biology; Aaron Dinner, associate professor in chemistry; Karl Freed, the Henry J. Gale Distinguished Service Professor in Chemistry; Jonathan Weare, assistant professor in mathematics; Nina Singhal Hinrichs, assistant professor in computer science; and Daniel Katz, senior computational researcher, Computation Institute.
The center's activities will span three UChicago research institutes: the Institute for Biophysical Dynamics, the Computation Institute, and the James Franck Institute. Industrial collaborators so far consist of IBM, Genentech, and Schrödinger Inc.
New Simulation Capabilities
"What's impressive about Greg's team is the variety of theoretical and computational tools that it brings to bear," says Katharine Covert, a program director in NSF's Division of Chemistry. These tools will include a theoretical and computer simulation capability for describing biological systems at interconnected multiple scales, from the molecular (the smallest) to the mesoscopic (intermediate) to the cellular (the largest).
"This is what we call the multi-scale problem, and probably nowhere in the natural world does the multi-scale problem manifest as dramatically as in the biology regime," Voth says.
Actin, a protein in the cytoskeleton (the dynamic scaffolding of the cell), presents a key aspect of the multi-scale problem.
"It's one of the most important components of biological cells, so if you don't understand actin, it's pretty hard to do much else," Voth says. "If you want to start getting up to cellular levels, it's really the glue that holds everything together. It's a fantastic, complex problem."
The new center will implement an extensive new cyberinfrastructure network that will provide a broad array of computational equipment, software and techniques to support its work. This infrastructure includes large allocations of computer time from NSF and from Argonne National Laboratory's Leadership Computing Facility to perform its calculations.
One of the center's most important computational tools is a technique called "coarse-graining," which is a way of simplifying a complex problem in a mathematically precise way, with real-world physics built in.
If a scientist were to ask how to use the known laws of physics to calculate the properties of some part of that cell, "that's an extremely challenging question," Voth says. Coarse-graining can help.
"A coarse-grained model may, let's say, map a billion atoms into an equivalent structure that has a hundred thousand objects that represent what those atoms are doing," Voth says. "If you do it right, then new important patterns of interactions emerge. You begin to learn a lot about the system."
Voth already has applied coarse graining to the HIV virion particle, and to antibodies
that are important in pharmaceutical formulations for anti-cancer drugs.
A Conceptual Pioneer
Leo Kadanoff, the John D. MacArthur Distinguished Service Professor Emeritus in Physics and a National Medal of Science recipient, fruitfully pioneered one of the early concepts for doing this kind of work, called renormalization, in the early 1960s.
"He developed some of these renormalization techniques that have, along with others he pioneered, revolutionized the field of physics," Voth says. "We're trying to do the same kind of thing for these very complicated biological systems. I think most people would agree that the magnitude of that challenge is enormous because these systems don't have simple interactions that are all the same or easy to classify."
The value of the center's results could extend far beyond biology into industrial and academic settings. "We're talking about a conceptual framework to do this kind of thing, and broadly speaking, I think it will have an impact in many areas," including renewable energy technology and new materials.
The center's mission extends beyond research to include public outreach programming and advanced training for the next generation of scientists.
One goal is a collaboration with the Chicago Council on Science and Technology to disseminate CMTS scientific innovations, as well as to enhance public understanding and appreciation of science and technology. The CMTS also will host annual summer workshops to provide cross-disciplinary training in multiscale simulation for graduate students and postdocs from around the country.
"We have an amazing number of graduate students and postdocs who have been trained in these centers who go on to get wonderful positions, doing what they want to do, who talk about the multidisciplinary environment being a big advantage during their job hunt," NSF's Covert says.
In addition, the UChicago Center for Chemical Innovation will focus outreach efforts through existing programs such as the Leadership Alliance and the Collegiate Scholars Program. They will provide access to the center's activities and motivate high school and undergraduate students from minority groups to pursue education and careers in the mathematical and physical sciences.
No entries found