Predicting anti-PD-1 responders in malignant melanoma from the frequency of S100A9+ monocytes in the blood

J Immunother Cancer. 2021 May;9(5):e002171. doi: 10.1136/jitc-2020-002171.

Abstract

Background: While programmed cell death receptor 1 (PD-1) blockade treatment has revolutionized treatment of patients with melanoma, clinical outcomes are highly variable, and only a fraction of patients show durable responses. Therefore, there is a clear need for predictive biomarkers to select patients who will benefit from the treatment.

Method: To identify potential predictive markers for response to PD-1 checkpoint blockade immunotherapy, we conducted single-cell RNA sequencing analyses of peripheral blood mononuclear cells (PBMC) (n=8), as well as an in-depth immune monitoring study (n=20) by flow cytometry in patients with advanced melanoma undergoing treatment with nivolumab at Karolinska University Hospital. Blood samples were collected before the start of treatment and at the time of the second dose.

Results: Unbiased single-cell RNA sequencing of PBMC in patients with melanoma uncovered that a higher frequency of monocytes and a lower ratio of CD4+ T cells to monocyte were inversely associated with overall survival. Similarly, S100A9 expression in the monocytic subset was correlated inversely with overall survival. These results were confirmed by a flow cytometry-based analysis in an independent patient cohort.

Conclusion: Our results suggest that monocytic cell populations can critically determine the outcome of PD-1 blockade, particularly the subset expressing S100A9, which should be further explored as a possible predictive biomarker. Detailed knowledge of the biological role of S100A9+ monocytes is of high translational relevance.

Keywords: CD4-CD8 ratio; active; gene expression profiling; immunotherapy; investigational; programmed cell death 1 receptor; therapies.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Calgranulin B / blood*
  • Calgranulin B / genetics
  • Female
  • Flow Cytometry
  • Humans
  • Immune Checkpoint Inhibitors / adverse effects
  • Immune Checkpoint Inhibitors / therapeutic use*
  • Male
  • Melanoma / blood
  • Melanoma / drug therapy*
  • Melanoma / immunology
  • Middle Aged
  • Monocytes / immunology
  • Monocytes / metabolism*
  • Nivolumab / adverse effects
  • Nivolumab / therapeutic use*
  • Predictive Value of Tests
  • Programmed Cell Death 1 Receptor / antagonists & inhibitors*
  • Programmed Cell Death 1 Receptor / metabolism
  • RNA-Seq
  • Single-Cell Analysis
  • Skin Neoplasms / blood
  • Skin Neoplasms / drug therapy*
  • Skin Neoplasms / genetics
  • Skin Neoplasms / immunology
  • Sweden
  • Time Factors
  • Treatment Outcome

Substances

  • Calgranulin B
  • Immune Checkpoint Inhibitors
  • PDCD1 protein, human
  • Programmed Cell Death 1 Receptor
  • S100A9 protein, human
  • Nivolumab