RECOMB 2017 is the 21st in a series of well-established scientific conferences bridging the areas of computational, mathematical, statistical and biological sciences. The conference features keynote talks by preeminent scientists in life sciences, proceeding presentations of peer-reviewed research papers in computational biology, and poster sessions on the latest research progress.