The study, published online today in the Journal of the American Chemical Society, ran a large number of simulations to predict how strongly the drug saquinavir would bind to three resistant mutants of HIV-1 protease, a protein produced by the virus to propagate itself. These protease mutations are associated with the disease’s resistance to saquinavir, an HIV-inhibitor drug.
The study, by Professor Peter Coveney and colleagues at the UCL Department of Chemistry, involved a sequence of simulation steps, performed across several supercomputers on the UK’s National Grid Service and the US TeraGrid, which took two weeks and used computational power roughly equivalent to that needed to perform a long-range weather forecast.
The idea behind the Virtual Physiological Human (VPH) is to link networks of computers across the world to simulate the internal workings of the human body. The VPH – mainly a research initiative at present – allows scientists to simulate the effects of a drug and see what is happening at the organ, tissue, cell and molecular level.
Although nine drugs are currently available to inhibit HIV-1 protease, doctors have no way of matching a drug to the unique profile of the virus as it mutates in each patient. Instead, they prescribe a course of drugs and then test whether these are working by analysing the patient’s immune response. One of the goals of VPH is for such ‘trial and error’ methods to eventually be replaced by patient-specific treatments tailored to a person’s unique genotype.
Professor Peter Coveney says: “This study represents a first step towards the ultimate goal of ‘on-demand’ medical computing, where doctors could one day ‘borrow’ supercomputing time from the national grid to make critical decisions on life-saving treatments.
“For example, for an HIV patient, a doctor could perform an assay to establish the patient’s genotype and then rank the available drugs’ efficacy against that patient’s profile based on a rapid set of large-scale simulations, enabling the doctor to tailor the treatment accordingly.
“We have some difficult questions ahead of us, such as how much of our computing resources could be devoted to helping patients and at what price. At present, such simulations – requiring a substantial amount of computing power – might prove costly for the National Health Service, but technological advances and those in the economics of computing would bring costs down.”
For the moment, Professor Coveney’s group is continuing to look at all the protease inhibitors in a similar way. The VPH initiative, now underway with 72 million euros of initial funding from the EU, will boost collaboration between clinicians and scientists to explore the scope for patient-specific medical treatments based on modern modelling and simulation methods.
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