IFN-γ–related mRNA profile predicts clinical response to PD-1 blockade

Mark Ayers(Merck & Co., Inc., Rahway, NJ, USA (United States)), Jared Lunceford(Merck & Co., Inc., Rahway, NJ, USA (United States)), Michael Nebozhyn(Merck & Co., Inc., Rahway, NJ, USA (United States)), Erin Murphy(Merck & Co., Inc., Rahway, NJ, USA (United States)), Andrey Loboda(Merck & Co., Inc., Rahway, NJ, USA (United States)), David R. Kaufman(Merck & Co., Inc., Rahway, NJ, USA (United States)), Andrew Albright(Merck & Co., Inc., Rahway, NJ, USA (United States)), Jonathan D. Cheng(Merck & Co., Inc., Rahway, NJ, USA (United States)), Shijun Kang(Merck & Co., Inc., Rahway, NJ, USA (United States)), Veena Shankaran(University of Washington), Sarina A. Piha‐Paul(The University of Texas MD Anderson Cancer Center), Jennifer H. Yearley(Merck & Co., Inc., Rahway, NJ, USA (United States)), Tanguy Y. Seiwert(University of Chicago), Antoni Ribas(UCLA Health), Terrill K. McClanahan(Merck & Co., Inc., Rahway, NJ, USA (United States))
Journal of Clinical Investigation
June 25, 2017
Cited by 3,832Open Access
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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.


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