Molecular Profiling of Cohorts of Tumor Samples to Guide Clinical Development of Pembrolizumab as Monotherapy

被引:40
作者
Ayers, Mark [1 ]
Nebozhyn, Michael [1 ]
Cristescu, Razvan [1 ]
McClanahan, Terrill K. [1 ]
Perini, Rodolfo [1 ]
Rubin, Eric [1 ]
Cheng, Jonathan D. [1 ]
Kaufman, David R. [1 ,2 ]
Loboda, Andrey [1 ]
机构
[1] Merck & Co Inc, Kenilworth, NJ 19486 USA
[2] Bill & Melinda Gates Med Res Inst, Cambridge, MA USA
关键词
OPEN-LABEL; CANCER; PD-1; EXPRESSION; BLOCKADE; LIGAND; SAFETY;
D O I
10.1158/1078-0432.CCR-18-1316
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Purpose: Molecular profiling of large databases of human tumor gene expression profiles offers novel opportunities for informing decisions in clinical development programs. Experimental Design: Gene expression profile of programmed death ligand 1 (PD-L1) was explored in a dataset of 16,000 samples, including approximately 4,000 metastatic tumors, across > 25 tumor types prevalent in the United States, looking for new indications for the programmed death 1 (PD-1) inhibitor pembrolizumab. PD-L1 expression was highly concordant with several genomic signatures indicative of immune-inflamed tumor microenvironment. Prevalence of activated immune-inflamed tumors across all tumor types was explored and used to rank tumor types for potential response to pembrolizumab monotherapy. Results: The analysis yielded 3 tiers of indications in which high levels of PD-L1 and immune-inflamed signatures were found in up to 40% to 60%, 20% to 40%, and 0% to 20% of tumors. Tier 1 contained novel indications known at the timeof analysis to be responsive to PD-1 checkpoint blockade in the clinic (such as melanoma and non-small cell lung cancer), as well as indicationsnot studied in the clinic previously, including microsatellite instability-high colorectal, head and neck, bladder, and triple-negative breast cancers. Complementary analysis of an Asian/Pacific cancer dataset (gastric cancer) revealed high prevalence of immune-inflamed tumors in gastric cancer. These data contributedto prioritizationof these indications for clinical development of pembrolizumab as monotherapy. Conclusions: Data highlight the value of molecular profiling in identifying populations with high unmet needs with potentially favorable response characteristics and accelerating development of novel therapies for these patients.
引用
收藏
页码:1564 / 1573
页数:10
相关论文
共 40 条
[1]
Expression of the PD-1 antigen on the surface of stimulated mouse T and B lymphocytes [J].
Agata, Y ;
Kawasaki, A ;
Nishimura, H ;
Ishida, Y ;
Tsubata, T ;
Yagita, H ;
Honjo, T .
INTERNATIONAL IMMUNOLOGY, 1996, 8 (05) :765-772
[2]
[Anonymous], P SOC CLIN ONCOL S, DOI DOI 10.1200/JC0.2017.35.15_
[3]
Axitinib in combination with pembrolizumab in patients with advanced renal cell cancer: a non-randomised, open-label, dose-finding, and dose-expansion phase 1b trial [J].
Atkins, Michael B. ;
Plimack, Elizabeth R. ;
Puzanov, Igor ;
Fishman, Mayer N. ;
McDermott, David F. ;
Cho, Daniel C. ;
Vaishampayan, Ulka ;
George, Saby ;
Olencki, Thomas E. ;
Tarazi, Jamal C. ;
Rosbrook, Brad ;
Fernandez, Kathrine C. ;
Lechuga, Mariajose ;
Choueiri, Toni K. .
LANCET ONCOLOGY, 2018, 19 (03) :405-415
[4]
IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[5]
Interleukin-6 is a potential therapeutic target in interleukin-6 dependent, estrogen receptor-ocpositive breast cancer [J].
Casneuf, Tineke ;
Axel, Amy E. ;
King, Peter ;
Alvarez, John D. ;
Werbeck, Jillian L. ;
Verhulst, Tinne ;
Verstraeten, Karin ;
Hall, Brett M. ;
Sasser, A. Kate .
BREAST CANCER-TARGETS AND THERAPY, 2016, 8 :13-27
[6]
Unique Ectopic Lymph Node-Like Structures Present in Human Primary Colorectal Carcinoma Are Identified by Immune Gene Array Profiling [J].
Coppola, Domenico ;
Nebozhyn, Michael ;
Khalil, Farah ;
Dai, Hongyue ;
Yeatman, Timothy ;
Loboda, Andrey ;
Mule, James J. .
AMERICAN JOURNAL OF PATHOLOGY, 2011, 179 (01) :37-45
[7]
Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes [J].
Cristescu, Razvan ;
Lee, Jeeyun ;
Nebozhyn, Michael ;
Kim, Kyoung-Mee ;
Ting, Jason C. ;
Wong, Swee Seong ;
Liu, Jiangang ;
Yue, Yong Gang ;
Wang, Jian ;
Yu, Kun ;
Ye, Xiang S. ;
Do, In-Gu ;
Liu, Shawn ;
Gong, Lara ;
Fu, Jake ;
Jin, Jason Gang ;
Choi, Min Gew ;
Sohn, Tae Sung ;
Lee, Joon Ho ;
Bae, Jae Moon ;
Kim, Seung Tae ;
Park, Se Hoon ;
Sohn, Insuk ;
Jung, Sin-Ho ;
Tan, Patrick ;
Chen, Ronghua ;
Hardwick, James ;
Kang, Won Ki ;
Ayers, Mark ;
Dai Hongyue ;
Reinhard, Christoph ;
Loboda, Andrey ;
Kim, Sung ;
Aggarwal, Amit .
NATURE MEDICINE, 2015, 21 (05) :449-U217
[8]
Programmed Death-Ligand 1 Expression and Response to the Anti-Programmed Death 1 Antibody Pembrolizumab in Melanoma [J].
Daud, Adil I. ;
Wolchok, Jedd D. ;
Robert, Caroline ;
Hwu, Wen-Jen ;
Weber, Jeffrey S. ;
Ribas, Antoni ;
Hodi, F. Stephen ;
Joshua, Anthony M. ;
Kefford, Richard ;
Hersey, Peter ;
Joseph, Richard ;
Gangadhar, Tara C. ;
Dronca, Roxana ;
Patnaik, Amita ;
Zarour, Hassane ;
Roach, Charlotte ;
Toland, Grant ;
Lunceford, Jared K. ;
Li, Xiaoyun Nicole ;
Emancipator, Kenneth ;
Dolled-Filhart, Marisa ;
Kang, S. Peter ;
Ebbinghaus, Scot ;
Hamid, Omid .
JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (34) :4102-+
[9]
Implementing Personalized Medicine in a Cancer Center [J].
Fenstermacher, David A. ;
Wenham, Robert M. ;
Rollison, Dana E. ;
Dalton, William S. .
CANCER JOURNAL, 2011, 17 (06) :528-536
[10]
The Continuum of Cancer Immunosurveillance: Prognostic, Predictive, and Mechanistic Signatures [J].
Galon, Jerome ;
Angell, Helen K. ;
Bedognetti, Davide ;
Marincola, Francesco M. .
IMMUNITY, 2013, 39 (01) :11-26