Toxicogenetics Challenge winners announced
By Ernie Hood
The winning teams for the NIEHS–NCATS–UNC DREAM Toxicogenetics Challenge, a competition involving crowdsourced computational challenges to find better ways to predict the toxicity of chemicals, were announced in Toronto Nov. 8 at the Sixth Annual RECOMB/ISCB Conference on Regulatory and Systems Genomics, with DREAM Challenges. NIEHS Deputy Director Richard Woychik, Ph.D., chaired the meeting’s Challenge session and introduced the speakers from the winning teams.
The competition June 11-Sept. 15 was co-sponsored by NIEHS, the National Center for Advancing Translational Sciences (NCATS), the Carolina Center for Computational Toxicology at the University of North Carolina at Chapel Hill, DREAM (Dialogue for Reverse Engineering Assessments and Methods), and Sage Bionetworks.
The sponsors provided data for two related subchallenges — (1) to develop a model that accurately predicts individual responses to compound exposure based on genomic information, and (2) to develop a model that accurately predicts how a particular population will respond to certain types of chemicals. Teams were free to submit to one or both of the subchallenges.
Subchallenge 1 generated 99 submissions from 34 teams. Subchallenge 2 received 85 submissions from 24 teams.
The envelopes, please
Teams from the Quantitative Biomedical Research Center (QBRC) at the University of Texas Southwestern Medical Center (UTSW) were named best performer in both of the subchallenges. Team Yang Lab, represented in Toronto by Ph.D. student Tao Wang, took the honors for subchallenge 1. Team QBRC, also represented in Toronto by Tao Wang, on behalf of assistant professor Hao Tang, Ph.D., came in first in subchallenge 2. Associate professor Yang Xie, Ph.D., was also there to accept the award. The second best performer for subchallenge 1 was Team Cassis from the Centre for Computational Biology in Paris, which was represented at the conference by team member Elsa Bernard, a Ph.D. student at the Institut Curie, one of the Centre’s joint laboratory member institutions.
NIEHS will hold a seminar “Crowdsourcing Tox21 Qualitative High Throughput Screening Data” Dec. 2 from 10:30 a.m.-12:00 p.m., which will focus on the challenge. The event will feature presentations that describe the Tox21 study that generated the data leading to the Challenge, and the prediction models that won the two subchallenges. Part 1, “The 1000 genomes toxicity screening project: Utilizing the power of human genome variation for population-scale in vitro testing,” will be presented by Nour Abdo, a doctoral student at the University of North Carolina at Chapel Hill (UNC). Part 2, “Estimating population-scale toxicities for environmental chemicals from genomic and chemical information,” will be presented by Tang. There will be a live webcast of the seminar.
(Ernie Hood is a contract writer with the NIEHS Office of Communications and Public Liaison.)