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A medical research study launched Tuesday aims to screen the genes of at least 20,000 people. Part of a surging tide of genetic research, this project would be unremarkable if not for the place it’s recruiting and communicating with volunteers: Facebook.

The scientists behind the project, Genes for Good, hope that Facebook users will send a tube of their spit to a laboratory at the University of Michigan and use a free Facebook app to fill out periodic surveys about their health, habits, and moods.

The scientists will screen the volunteers’ DNA to try to discover new links between certain genetic variants, health, and disease. To rigorously establish these links, the researchers will need to enlist tens of thousands of volunteers from a wide variety of backgrounds.

“We’re really hoping that the main reason people will join is to say, ‘Hey, my health and genetic information is valuable. I would like to share it and put it to good use,’” Gonçalo Abecasis, professor of biostatistics at the University of Michigan and one of the leaders of the...