Murrell received his B.S. from Johns Hopkins University in Biomedical Engineering and his PhD from the Massachusetts Institute of Technology in Bioengineering working for Paul Matsudaira and Roger Kamm. He then pursued his postdoctoral studies jointly with Margaret Gardel at the University of Chicago, and Cecile Sykes at the Institut Curie in Paris, France.