Abstract
Programmed death-1-directed (PD-1-directed) immune checkpoint blockade results in durable antitumor activity in many advanced malignancies. Recent studies suggest that IFN-γ is a critical driver of programmed death ligand-1 (PD-L1) expression in cancer and host cells, and baseline intratumoral T cell infiltration may improve response likelihood to anti-PD-1 therapies, including pembrolizumab. However, whether quantifying T cell-inflamed microenvironment is a useful pan-tumor determinant of PD-1-directed therapy response has not been rigorously evaluated. Here, we analyzed gene expression profiles (GEPs) using RNA from baseline tumor samples of pembrolizumab-treated patients. We identified immune-related signatures correlating with clinical benefit using a learn-and-confirm paradigm based on data from different clinical studies of pembrolizumab, starting with a small pilot of 19 melanoma patients and eventually defining a pan-tumor T cell-inflamed GEP in 220 patients with 9 cancers. Predictive value was independently confirmed and compared with that of PD-L1 immunohistochemistry in 96 patients with head and neck squamous cell carcinoma. The T cell-inflamed GEP contained IFN-γ-responsive genes related to antigen presentation, chemokine expression, cytotoxic activity, and adaptive immune resistance, and these features were necessary, but not always sufficient, for clinical benefit. The T cell-inflamed GEP has been developed into a clinical-grade assay that is currently being evaluated in ongoing pembrolizumab trials.
MeSH Terms
Antibodies, Monoclonal, Humanized/therapeutic use
Antineoplastic Agents/therapeutic use
B7-H1 Antigen/metabolism
Biopsy
Carcinoma/drug therapy,immunology
Carcinoma, Non-Small-Cell Lung/drug therapy,immunology
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Humans
Immune System
Immunohistochemistry
Interferon-gamma/metabolism
Lung Neoplasms/drug therapy,immunology
Melanoma/drug therapy,immunology
Pilot Projects
Programmed Cell Death 1 Receptor/antagonists & inhibitors,metabolism
ROC Curve
Sequence Analysis, RNA
Signal Transduction
Skin Neoplasms/drug therapy,immunology
Stomach Neoplasms/drug therapy,immunology
Treatment Outcome
Tumor Microenvironment
Chemicals
Antibodies, Monoclonal, Humanized
Antineoplastic Agents
B7-H1 Antigen
CD274 protein, human
IFNG protein, human
PDCD1 protein, human
Programmed Cell Death 1 Receptor
Interferon-gamma
pembrolizumab
Authors & Affiliations
15 authors, click to expand affiliations / ORCID
Ayers Mark
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Lunceford Jared
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Nebozhyn Michael
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Murphy Erin
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Loboda Andrey
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Kaufman David R
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Albright Andrew
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Cheng Jonathan D
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Kang S Peter
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Shankaran Veena
University of Washington, Seattle, Washington, USA.
Piha-Paul Sarina A
University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Yearley Jennifer
Merck & Co. Inc., Kenilworth, New Jersey, USA.
Seiwert Tanguy Y
University of Chicago, Chicago, Illinois, USA.
Ribas Antoni
UCLA, Los Angeles, California, USA.
McClanahan Terrill K
Merck & Co. Inc., Kenilworth, New Jersey, USA.
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