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Bardia A, Mayer IA, Diamond JR, Moroose RL, Isakoff SJ, Starodub AN, Shah NC, O'Shaughnessy J, Kalinsky K, Guarino M, Abramson V, Juric D, Tolaney SM, Berlin J, Messersmith WA, Ocean AJ, Wegener WA, Maliakal P, Sharkey RM, Govindan SV, Goldenberg DM, Vahdat LT. Efficacy and Safety of Anti-Trop-2 Antibody Drug Conjugate Sacituzumab Govitecan (IMMU-132) in Heavily Pretreated Patients With Metastatic Triple-Negative Breast Cancer. J Clin Oncol 2017; 35:2141-2148. [PMID: 28291390 DOI: 10.1200/jco.2016.70.8297] [Citation(s) in RCA: 290] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Purpose Trop-2, expressed in most triple-negative breast cancers (TNBCs), may be a potential target for antibody-drug conjugates. Sacituzumab govitecan, an antibody-drug conjugate, targets Trop-2 for the selective delivery of SN-38, the active metabolite of irinotecan. Patients and Methods We evaluated sacituzumab govitecan in a single-arm, multicenter trial in patients with relapsed/refractory metastatic TNBC who received a 10 mg/kg starting dose on days 1 and 8 of 21-day repeated cycles. The primary end points were safety and objective response rate; secondary end points were progression-free survival and overall survival. Results In 69 patients who received a median of five prior therapies (range, one to 12) since diagnosis, the confirmed objective response rate was 30% (partial response, n = 19; complete response, n = 2), the median response duration was 8.9 (95% CI, 6.1 to 11.3) months, and the clinical benefit rate (complete response + partial response + stable disease ≥ 6 months) was 46%. These responses occurred early, with a median onset of 1.9 months. Median progression-free survival was 6.0 (95% CI, 5.0 to 7.3) months, and median overall survival was 16.6 (95% CI, 11.1 to 20.6) months. Grade ≥ 3 adverse events included neutropenia (39%), leukopenia (16%), anemia (14%), and diarrhea (13%); the incidence of febrile neutropenia was 7%. The majority of archival tumor specimens (88%) were moderately to strongly positive for Trop-2 by immunohistochemistry. No neutralizing antibodies to the ADC or antibody were detected, despite repeated cycles developed. Conclusion Sacituzumab govitecan was well tolerated and induced early and durable responses in heavily pretreated patients with metastatic TNBC. As a therapeutic target and predictive biomarker, Trop-2 warrants further research.
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Affiliation(s)
- Aditya Bardia
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Ingrid A Mayer
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Jennifer R Diamond
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Rebecca L Moroose
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Steven J Isakoff
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Alexander N Starodub
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Nikita C Shah
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Joyce O'Shaughnessy
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Kevin Kalinsky
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Michael Guarino
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Vandana Abramson
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Dejan Juric
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Sara M Tolaney
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Jordan Berlin
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Wells A Messersmith
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Allyson J Ocean
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - William A Wegener
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Pius Maliakal
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Robert M Sharkey
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Serengulam V Govindan
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - David M Goldenberg
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
| | - Linda T Vahdat
- Aditya Bardia, Steven J. Isakoff, and Dejan Juric, Massachusetts General Hospital Cancer Center; Aditya Bardia, Steven J. Isakoff, Dejan Juric, and Sara M. Tolaney, Harvard Medical School; Sara M. Tolaney, Dana-Farber Cancer Institute, Boston, MA; Ingrid A. Mayer, Vandana Abramson, and Jordan Berlin, Vanderbilt-Ingram Cancer Center, Nashville, TN; Jennifer R. Diamond and Wells A. Messersmith, University of Colorado Cancer Center, Aurora, CO; Rebecca L. Moroose and Nikita C. Shah, University of Florida Health Cancer Center, Orlando, FL; Alexander N. Starodub, Indiana University Health Center for Cancer Care, Goshen, IN; Joyce O'Shaughnessy, Texas Oncology-Baylor Charles A. Sammons Cancer Center; Joyce O'Shaughnessy, US Oncology, Dallas, TX; Kevin Kalinsky, Columbia University Herbert Irving Comprehensive Cancer Center; Allyson J. Ocean and Linda T. Vahdat, Weill Cornell Medicine, New York, NY; Michael Guarino, Helen F. Graham Cancer Center, Newark, DE; William A. Wegener, Pius Maliakal, Robert M. Sharkey, Serengulam V. Govindan, and David M. Goldenberg, Immunomedics, Morris Plains, NJ
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Park JW, Liu MC, Yee D, Yau C, van 't Veer LJ, Symmans WF, Paoloni M, Perlmutter J, Hylton NM, Hogarth M, DeMichele A, Buxton MB, Chien AJ, Wallace AM, Boughey JC, Haddad TC, Chui SY, Kemmer KA, Kaplan HG, Isaacs C, Nanda R, Tripathy D, Albain KS, Edmiston KK, Elias AD, Northfelt DW, Pusztai L, Moulder SL, Lang JE, Viscusi RK, Euhus DM, Haley BB, Khan QJ, Wood WC, Melisko M, Schwab R, Helsten T, Lyandres J, Davis SE, Hirst GL, Sanil A, Esserman LJ, Berry DA. Adaptive Randomization of Neratinib in Early Breast Cancer. N Engl J Med 2016; 375:11-22. [PMID: 27406346 PMCID: PMC5259558 DOI: 10.1056/nejmoa1513750] [Citation(s) in RCA: 369] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND The heterogeneity of breast cancer makes identifying effective therapies challenging. The I-SPY 2 trial, a multicenter, adaptive phase 2 trial of neoadjuvant therapy for high-risk clinical stage II or III breast cancer, evaluated multiple new agents added to standard chemotherapy to assess the effects on rates of pathological complete response (i.e., absence of residual cancer in the breast or lymph nodes at the time of surgery). METHODS We used adaptive randomization to compare standard neoadjuvant chemotherapy plus the tyrosine kinase inhibitor neratinib with control. Eligible women were categorized according to eight biomarker subtypes on the basis of human epidermal growth factor receptor 2 (HER2) status, hormone-receptor status, and risk according to a 70-gene profile. Neratinib was evaluated against control with regard to 10 biomarker signatures (prospectively defined combinations of subtypes). The primary end point was pathological complete response. Volume changes on serial magnetic resonance imaging were used to assess the likelihood of such a response in each patient. Adaptive assignment to experimental groups within each disease subtype was based on Bayesian probabilities of the superiority of the treatment over control. Enrollment in the experimental group was stopped when the 85% Bayesian predictive probability of success in a confirmatory phase 3 trial of neoadjuvant therapy reached a prespecified threshold for any biomarker signature ("graduation"). Enrollment was stopped for futility if the probability fell to below 10% for every biomarker signature. RESULTS Neratinib reached the prespecified efficacy threshold with regard to the HER2-positive, hormone-receptor-negative signature. Among patients with HER2-positive, hormone-receptor-negative cancer, the mean estimated rate of pathological complete response was 56% (95% Bayesian probability interval [PI], 37 to 73%) among 115 patients in the neratinib group, as compared with 33% among 78 controls (95% PI, 11 to 54%). The final predictive probability of success in phase 3 testing was 79%. CONCLUSIONS Neratinib added to standard therapy was highly likely to result in higher rates of pathological complete response than standard chemotherapy with trastuzumab among patients with HER2-positive, hormone-receptor-negative breast cancer. (Funded by QuantumLeap Healthcare Collaborative and others; I-SPY 2 TRIAL ClinicalTrials.gov number, NCT01042379.).
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Affiliation(s)
- John W Park
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Minetta C Liu
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Douglas Yee
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Christina Yau
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Laura J van 't Veer
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - W Fraser Symmans
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Melissa Paoloni
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Jane Perlmutter
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Nola M Hylton
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Michael Hogarth
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Angela DeMichele
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Meredith B Buxton
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - A Jo Chien
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Anne M Wallace
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Judy C Boughey
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Tufia C Haddad
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Stephen Y Chui
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Kathleen A Kemmer
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Henry G Kaplan
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Claudine Isaacs
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Rita Nanda
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Debasish Tripathy
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Kathy S Albain
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Kirsten K Edmiston
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Anthony D Elias
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Donald W Northfelt
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Lajos Pusztai
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Stacy L Moulder
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Julie E Lang
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Rebecca K Viscusi
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - David M Euhus
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Barbara B Haley
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Qamar J Khan
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - William C Wood
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Michelle Melisko
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Richard Schwab
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Teresa Helsten
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Julia Lyandres
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Sarah E Davis
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Gillian L Hirst
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Ashish Sanil
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Laura J Esserman
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
| | - Donald A Berry
- From University of California, San Francisco (J.W.P., C.Y., L.J.V., N.M.H., M.B.B., A.J.C., M.M., J.L., S.E.D., G.L.H., L.J.E.), and QuantumLeap Healthcare Collaborative (M.P.), San Francisco, Buck Institute for Research and Aging, Novato (C.Y.), University of California, Davis, Davis (M.H.), University of California, San Diego, San Diego (A.M.W., R.S., T.H.), and University of Southern California, Los Angeles (D.T.) - all in California; Georgetown Lombardi Comprehensive Cancer Center, Washington, DC (M.C.L., C.I.); University of Minnesota, Minneapolis (D.Y., T.C.H.), and Mayo Clinic, Rochester (J.C.B.) - both in Minnesota; M.D. Anderson Cancer Center, Houston (W.F.S., L.P., S.L.M., D.A.B.), University of Texas Southwestern Medical Center, Dallas (D.M.E., B.B.H.), and Berry Consultants, Austin (A.S., D.A.B.) - all in Texas; Gemini Group, Ann Arbor, MI (J.P.); University of Pennsylvania, Philadelphia (A.D.); Oregon Health and Sciences University, Portland (S.Y.C., K.A.K.); Swedish Medical Center, Seattle (H.G.K.); University of Chicago (R.N.) and Loyola University (K.S.A.) - both in Chicago; Inova Fairfax Hospital, Falls Church, VA (K.K.E.); University of Denver, Denver (A.D.E.); Mayo Clinic, Scottsdale (D.W.N.), and University of Arizona, Tucson (J.E.L., R.K.V.) - both in Arizona; University of Kansas, Lawrence (Q.J.K.); and Emory University, Atlanta (W.C.W.)
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