
Global initiative launched to combat HIV drug resistance
Data to be shared and accessible over the Internet
Seville, Spain - Thursday July 4 2002: A radical new initiative
in HIV management was launched today at the XI International HIV Drug
Resistance Workshop. The International HIV Resistance Response Database
Initiative, or RDI, will combine data from thousands of HIV patients around
the world into a freely accessible database that could enhance the ability
of physicians to choose the most effective drugs for their patients.
"The relationship between genetic changes in HIV and response
to drug therapy is highly complex and predicting one from the other
requires vast amounts of data", commented RDI founding member Dr
Brendan Larder (Chief Scientific Officer, Visible Genetics Inc). "The
RDI is the first global attempt to share the clinical data necessary
to develop a predictive tool that could be the key to managing HIV drug
resistance in the future."
The RDI is made up of an expanding group of individuals, companies
and institutions who are pooling a number of key pieces of data from
many thousands of patients worldwide, in particular: their 'genotype'
(the genetic fingerprint of their HIV), the drugs used in their treatment
and their response to those drugs (changes in the amount of virus in
the blood). In the future, physicians will be able to run a genotype
test and then search this database for information from patients with
HIV that is genetically similar to their own patient. They will then
be able to retrieve data on the response of these patients to different
drugs, enabling them to predict with increased confidence which drugs
will work best for their patient.
One of the main reasons why HIV treatment fails is that mutations in
the genetic code of HIV cause resistance to HIV drugs. Tests are already
available to read these genetic changes ('genotypic resistance tests').
The RDI database is designed to enhance the predictive power of such
tests by relating genetic changes in HIV directly to virological response
to drug therapy, using the largest collection of clinical data of its
kind in the world.
There are already several organizations and individuals involved in
the RDI including Visible Genetics, the US Military HIV Research Group,
The US AIDS Clinical Trials Group (ACTG), BC Center for Excellence in
HIV/AIDS, Vancouver, Canada and the University of Siena, Italy. The
group is actively seeking other organizations with appropriate data
to participate in this unique global initiative.
"A number of us had been attempting to develop databases independently
over the past few years", commented Dr Larder. "No single
organization has sufficient data to do the job, however, and the RDI
represents a pooling of our resources to make this happen. We all agreed
that to maximize the benefit from the database there should be free
access for people to interrogate it."
Results presented at the conference from a study conducted by Visible
Genetics provided proof of principle that the RDI approach can work.
Bioinformatics specialists employed sophisticated proprietary analytical
techniques, including neural networks, to model the relationship between
genotype and virological response using data from just 400 patients
- the first to be added to the database. This resulted in predictions
of viral load changes in response to each of the available drugs. Further
studies are required to validate the approach. The database now contains
information from 3,500 patients and the intention is to collect many
times this amount of data making the prediction of response highly reliable.
In a separate study presented today (DiRienzo et al), biostatisticians
from Harvard University investigated the amount of data required to
make reliable predictions of changes in viral load after 24 weeks of
treatment. Using historical data on the relationship between genotype
and response to the protease inhibitor amprenavir as the basis for their
assumptions, they calculated that data from 2,000 to 4,000 patients
would ultimately be required for each drug combination (or combinations
with similar resistance profiles) in order to predict moderate effects
on viral load.
All the data collected by the RDI will be from studies that have obtained
full, informed patient consent, giving permission for the data to be
used in a confidential manner in studies and initiatives such as this.
In order to comply with the data protection and privacy laws of each
country involved, any information relating to the identity of the patient
is removed before the data is shared with the RDI, so patient confidentiality
is assured.
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