Synapse is a platform for supporting scientific collaborations centered around shared biomedical data sets. Our goal is to make biomedical research more transparent, more reproducible, and more accessible to a broader audience of scientists. Synapse serves as the host site for a variety of scientific collaborations, individual research projects, and DREAM challenges.