PLOS Computational Biology is a peer-reviewed computational biology journal established in 2005 and published by the nonprofit Public Library of Science in association with the International Society for Computational Biology. The founding Editor in Chief was Philip Bourne, and the current Editor in Chief is Ruth Nussinov.