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From SNPs to Prescriptions: Can Genes Predict Drug Response?

Decades of steady progress in pharmacogenetics have unearthed hundreds of associations between genes and drug response. But the field has to solve some theoretical and practical issues before it can deliver on the promise of personalized drug therapy.

As algorithms go, it’s deceptively simple. Just add together eight weighted pieces of patient information—age, height, weight, race, data about two genes, and a pair of clinical...
Jul, 01, 2009
Biocomputation Startups: Where Does Value Lie?

An opportunity and a challenge

When discussing biocomputation startups, there’s one thing people agree on: These days, they don’t generate much excitement among venture capitalists.   “In the 1990s, there...
Apr, 01, 2007
Personalized Cancer Treatment: Seeking Cures Through Computation

Incremental progress and measured successes

Personalized cancer therapy is now a reality. A handful of tumor-classifying tests and targeted drugs are in widespread clinical use; and early attempts are underway to match high-risk cancer...
Califano, cancer, Cancer Genome Atlas, G-DOC, network analysis, systems biology
Jan, 02, 2012
The Cell in 2010: A Modeling Odyssey

How cell-centered models are adding fundamental insights into our understanding of cell behaviors

The cell is like our financial system: Even if you have a diagram of all the complex interactions going on, you still cannot intuit how the whole system will react when perturbed. Indeed, the cell...
Apr, 01, 2010
Predicting the Structure of Important Drug Receptors

Structure-prediction algorithm searches for most likely conformation

If you want to find a Tab ‘A’ that will fit into a Slot ‘B’, you’ll waste a lot of time if you don’t know the shape of the slot. For scientists trying to design...
Jul, 01, 2006
Modeling A Gene Therapy Delivery Vehicle
Gene therapy to correct inherited illnesses hinges on successful delivery of DNA into a person’s cells. Most gene therapists work with viruses to ferry their DNA cargo. Yet the body tends to...
Oct, 01, 2009
A Multi-scale Model of Drug Delivery Through the Skin
Medicinal patches applied to the skin are an attractive route for drug delivery since they can release medicine slowly into the bloodstream and avoid being metabolized by the digestive system. Yet...
Oct, 01, 2009
And the Winner Is…Computer Aided Protein Design
Each year, the American Association for the Advancement of Science (AAAS) gives an award to an outstanding paper that appeared in the pages of Science. This year the award—the Newcomb Cleveland...
Jun, 01, 2005
A Tipping Point for Function Prediction
There comes a tipping point in systems-biology studies of gene function where knowing some genes’ functions can, using a computational approach, help hone in on the functions of other genes....
Apr, 01, 2010
Ramping Up to Multiscale: Taking Biomedical Modeling to a New Level

Multi-scale modeling is now at what might be called its gestational stage

For centuries, mathematics has been an indispensable ally of the physical sciences and engineering. Planes fly and telephones work because engineers know how to simplify physical systems into...
Apr, 01, 2006
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