KITP program on                      Evolution of Drug Resistance                    Santa Barbara, 16 August 2014

Predicting the evolution of drug resistance

in HIV Protease
 

Mehran Kardar

Tom Butler, John Barton

Arup C. Chakraborty


Outline

I.       HIV: Lifecycle and drug targets                                         

II.     Protease: Inhibitors and Resistance                                

III.    Sequence: Diversity and Prevalence

IV.    Retrodicting PI resistance sites

V.    Summary:

Patient-derived HIV sequences reflect successful responses to diverse immune system challenges; maximum entropy analysis is a promising tool for extracting viral constraints.