IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade
Mark Ayers, Jared Lunceford, Michael Nebozhyn, Erin Murphy, Andrey Loboda, David R Kaufman, Andrew Albright, Jonathan D Cheng, S Peter Kang, Veena Shankaran, Sarina A Piha-Paul, Jennifer Yearley, Tanguy Y Seiwert, Antoni Ribas, Terrill K McClanahan, Mark Ayers, Jared Lunceford, Michael Nebozhyn, Erin Murphy, Andrey Loboda, David R Kaufman, Andrew Albright, Jonathan D Cheng, S Peter Kang, Veena Shankaran, Sarina A Piha-Paul, Jennifer Yearley, Tanguy Y Seiwert, Antoni Ribas, Terrill K McClanahan
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.
Conflict of interest statement
Conflict of interest: M. Ayers, J. Lunceford, M. Nebozhyn, E. Murphy, A. Loboda, D.R. Kaufman, A. Albright, J.D. Cheng, S.P. Kang, J. Yearley, and T.K. McClanahan are employees of Merck & Co. Inc. S.P. Kang and T.K. McClanahan also disclose stock ownership in Merck & Co. Inc. M. Ayers, J. Lunceford, E. Murphy, A. Loboda, and T.K. McClanahan have a patent pending (system and methods for deriving gene signature biomarkers of response to PD-1 antagonists; PCT/US2015/064445), and S.P. Kang has a patent pending (MK-3475). V. Shankaran received a grant from Merck & Co. Inc. during the conduct of the study and has received grants from Amgen and Castle Biosciences. T.Y. Seiwert reports personal fees from Merck & Co. Inc. during the conduct of the study. A. Ribas has been a consultant for Merck & Co. Inc., with the honoraria paid to his institution.
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Source: PubMed