Brian M Nolen1
, Jeffrey R Marks2
, Shlomo Ta'san3
, Alex Rand3
, The Minh Luong4
, Yun Wang4
, Kimberly Blackwell5,6
and Anna E Lokshin1,7,8,9 
1
University of Pittsburgh Cancer Institute, Hillman Cancer Center, Suite 1.19d, 5117 Centre Avenue, Pittsburgh, PA 15213, USA
2
Department of Surgery, Duke University Medical Center, Box 3873 Med Ctr Durham, NC 27710, USA
3
Department of Mathematical Sciences, Carnegie Mellon University, Wean Hall, Room 6113, Pittsburgh, PA 15213-3890, USA
4
Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, 130 Desoto Street, 311 Parran Hall, Pittsburgh, PA 15261, USA
5
Department of Radiation Oncology, Duke University Medical Center, Box 3893 Med Ctr Durham, NC 27710, USA
6
Department of Medicine, Duke University Medical Center, Box 3893 Med Ctr Durham, NC 27710, USA
7
Department of Medicine, School of Medicine, University of Pittsburgh, 1218 Scaife Hall 3550 Terrace Street, Pittsburgh, PA 15213, USA
8
Department of Pathology, University of Pittsburgh, S-417 BST, 200 Lothrop Street, Pittsburgh, PA 15261, USA
9
Department of Obstetrics and Gynecology RS, University of Pittsburgh, 300 Halket Street Pittsburgh, PA 15213, USA