Tumor mutational load, CD8+ T cells, expression of PD-L1 and HLA class I to guide immunotherapy decisions in NSCLC patients

Cancer Immunol Immunother. 2020 May;69(5):771-777. doi: 10.1007/s00262-020-02506-x. Epub 2020 Feb 12.

Abstract

Objectives: A minority of NSCLC patients benefit from anti-PD1 immune checkpoint inhibitors. A rational combination of biomarkers is needed. The objective was to determine the predictive value of tumor mutational load (TML), CD8+ T cell infiltration, HLA class-I and PD-L1 expression in the tumor.

Materials and methods: Metastatic NSCLC patients were prospectively included in an immune-monitoring trial (NTR7015) between April 2016-August 2017, retrospectively analyzed in FFPE tissue for TML (NGS: 409 cancer-related-genes) and by IHC staining to score PD-L1, CD8+ T cell infiltration, HLA class-I. PFS (RECISTv1.1) and OS were analyzed by Kaplan-Meier methodology.

Results: 30 patients with adenocarcinoma (67%) or squamous cell carcinoma (33%) were included. High TML was associated with better PFS (p = 0.004) and OS (p = 0.025). Interaction analyses revealed that patients with both high TML and high total CD8+ T cell infiltrate (p = 0.023) or no loss of HLA class-I (p = 0.026), patients with high total CD8+ T cell infiltrate and no loss of HLA class-I (p = 0.041) or patients with both high PD-L1 and high TML (p = 0.003) or no loss of HLA class-I (p = 0.032) were significantly associated with better PFS. Unsupervised cluster analysis based on these markers revealed three sub-clusters, of which cluster-1A was overrepresented by patients with progressive disease (15 out of 16), with significant effect on PFS (p = 0.007).

Conclusion: This proof-of-concept study suggests that a combination of PD-L1 expression, TML, CD8+ T cell infiltration and HLA class-I functions as a better predictive biomarker for response to anti-PD-1 immunotherapy. Consequently, refinement of this set of biomarkers and validation in a larger set of patients is warranted.

Keywords: Biomarker; NSCLC; Nivolumab; TMB; Tumor microenvironment.

MeSH terms

  • Aged
  • Antineoplastic Agents, Immunological / pharmacology
  • Antineoplastic Agents, Immunological / therapeutic use*
  • B7-H1 Antigen / analysis
  • B7-H1 Antigen / antagonists & inhibitors
  • B7-H1 Antigen / immunology
  • B7-H1 Antigen / metabolism
  • Biomarkers, Tumor / analysis*
  • Biomarkers, Tumor / genetics
  • Biomarkers, Tumor / immunology
  • Biomarkers, Tumor / metabolism
  • Biopsy
  • CD8-Positive T-Lymphocytes / immunology
  • Carcinoma, Non-Small-Cell Lung / drug therapy*
  • Carcinoma, Non-Small-Cell Lung / genetics
  • Carcinoma, Non-Small-Cell Lung / immunology
  • Carcinoma, Non-Small-Cell Lung / mortality
  • Clinical Decision-Making / methods*
  • Disease Progression
  • Female
  • Follow-Up Studies
  • Histocompatibility Antigens Class I / analysis
  • Histocompatibility Antigens Class I / immunology
  • Histocompatibility Antigens Class I / metabolism
  • Humans
  • Lung / pathology
  • Lung Neoplasms / drug therapy*
  • Lung Neoplasms / genetics
  • Lung Neoplasms / immunology
  • Lung Neoplasms / mortality
  • Lymphocytes, Tumor-Infiltrating / immunology
  • Male
  • Middle Aged
  • Mutation Rate
  • Nivolumab / pharmacology
  • Nivolumab / therapeutic use
  • Predictive Value of Tests
  • Progression-Free Survival
  • Proof of Concept Study
  • Prospective Studies
  • Response Evaluation Criteria in Solid Tumors
  • Retrospective Studies

Substances

  • Antineoplastic Agents, Immunological
  • B7-H1 Antigen
  • Biomarkers, Tumor
  • CD274 protein, human
  • Histocompatibility Antigens Class I
  • Nivolumab