ORIGINAL RESEARCH article
Front. Immunol.
Sec. Cancer Immunity and Immunotherapy
This article is part of the Research TopicEmerging immune-associated biomarkers in solid tumorsView all articles
Single-Cell Profiling of PBMCs Reveals an Immune Signature of irAEs in Anti-PD-1-Treated Acral Melanoma Patients
Provisionally accepted- Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
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The clinical efficacy of anti-PD-1 immunotherapy in melanoma is often limited by immune-related adverse events (irAEs), whose underlying mechanisms remain poorly defined, especially in the acral subtype. To identify the peripheral immune signatures of irAEs, we performed single-cell RNA sequencing on PBMCs from acral melanoma patients, comparing those who developed irAEs on anti-PD-1 therapy (AE) to treated patients without irAEs (NAE) and untreated controls (UNT). Our analysis revealed a profound reconfiguration of the CD8+ T cell compartment in AE patients. This was characterized by an expansion of cytotoxic CD8+ T cells, defined by high expression of GZMB, GNLY, and NKG7, and a concurrent contraction of a transitional CD8+ T cell population marked by GZMK. Consequently, the ratio of transitional to cytotoxic CD8+ T cells was decreased in the AE group. Pseudotime trajectory analysis confirmed that GZMK+ cells constitute an intermediate differentiation state between naïve and terminal cytotoxic phenotypes. Furthermore, AE patients exhibited an elevated proportion of proliferating T cells, and their T cells were enriched for gene pathways related to cell killing. Our findings propose a model where an imbalance in CD8+ T cell differentiation, favoring aggressive cytotoxic effectors over a putative buffering transitional population, underpins irAE pathogenesis in acral melanoma patients receiving anti-PD-1 therapy. The transitional-to-cytotoxic CD8+ T cell ratio emerges as an exploratory candidate biomarker for irAE risk, warranting validation in larger cohorts.
Keywords: acral melanoma, Anti-PD-1 Therapy, cytotoxic CD8+ T cells, GZMK, immune-related adverse events(irAEs)
Received: 01 Dec 2025; Accepted: 11 Feb 2026.
Copyright: © 2026 Bao, Pan and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Zhefang Wang
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