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Updated: May 5, 2026

In Vitro Assay to Evaluate the Impact of Immunoregulatory Pathways on HIV-specific CD4 T Cell Effector Function
Published on: October 15, 2013
IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade
Mark Ayers1, Jared Lunceford1, Michael Nebozhyn1
1Merck & Co. Inc., Kenilworth, New Jersey, USA.
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.
Insights
A T cell-inflamed gene expression profile (GEP) predicts response to programmed death-1 (PD-1) blockade therapy. This pan-tumor signature, driven by interferon-gamma, identifies patients likely to benefit from PD-1 inhibitors like pembrolizumab.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- Programmed death-1 (PD-1)-directed immune checkpoint blockade shows durable antitumor activity in advanced cancers.
- Interferon-gamma (IFN-γ) is implicated in programmed death ligand-1 (PD-L1) expression, and T cell infiltration may predict response to anti-PD-1 therapies.
Purpose of the Study:
- To evaluate the T cell-inflamed gene expression profile (GEP) as a pan-tumor determinant of response to PD-1-directed therapy.
- To identify immune-related signatures correlating with clinical benefit from pembrolizumab treatment.
Main Methods:
- Analysis of gene expression profiles (GEPs) from baseline tumor samples of pembrolizumab-treated patients.
- A learn-and-confirm paradigm using data from multiple clinical studies, including a pilot in melanoma and a larger cohort across nine cancer types.
- Independent validation and comparison with PD-L1 immunohistochemistry in head and neck squamous cell carcinoma.
Main Results:
- A pan-tumor T cell-inflamed GEP was defined in 220 patients across nine cancers.
- The T cell-inflamed GEP includes IFN-γ-responsive genes involved in antigen presentation, chemokine expression, cytotoxic activity, and adaptive immune resistance.
- These features were necessary, though not always sufficient, for clinical benefit.
Conclusions:
- The T cell-inflamed GEP serves as a predictive biomarker for response to PD-1 blockade therapy.
- This GEP signature, reflecting an inflamed tumor microenvironment, has been developed into a clinical-grade assay for ongoing evaluation.
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