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 
1University of Pittsburgh Cancer Institute, Hillman Cancer Center, Suite 1.19d, 5117 Centre Avenue, Pittsburgh, PA 15213, USA
2Department of Surgery, Duke University Medical Center, Box 3873 Med Ctr Durham, NC 27710, USA
3Department of Mathematical Sciences, Carnegie Mellon University, Wean Hall, Room 6113, Pittsburgh, PA 15213-3890, USA
4Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, 130 Desoto Street, 311 Parran Hall, Pittsburgh, PA 15261, USA
5Department of Radiation Oncology, Duke University Medical Center, Box 3893 Med Ctr Durham, NC 27710, USA
6Department of Medicine, Duke University Medical Center, Box 3893 Med Ctr Durham, NC 27710, USA
7Department of Medicine, School of Medicine, University of Pittsburgh, 1218 Scaife Hall 3550 Terrace Street, Pittsburgh, PA 15213, USA
8Department of Pathology, University of Pittsburgh, S-417 BST, 200 Lothrop Street, Pittsburgh, PA 15261, USA
9Department of Obstetrics and Gynecology RS, University of Pittsburgh, 300 Halket Street Pittsburgh, PA 15213, USA