# Phenotype of circulating tumor-reactive T cells predicts immune checkpoint inhibitor response in non-small cell lung cancer

**Authors:** Katsuhiro Ito, Kei Iida, Tomoko Hirano, Merrin Man Long Leong, Kenji Morii, Toshi Menju, Hiroshi Date, Hiroaki Ozasa, Hironori Yoshida, Toyohiro Hirai, Shusuke Kawashima, Kazuhiro Aoyama, Yuka Saeki, Takashi Inozume, Takashi Kobayashi, Kenji Chamoto, Tomonori Yaguchi

PMC · DOI: 10.1038/s41467-026-69680-x · Nature Communications · 2026-02-17

## TL;DR

Circulating tumor-reactive T cells in blood change during cancer treatment, and these changes may predict treatment success in lung cancer patients.

## Contribution

Identified specific markers and phenotypic transitions of circulating tumor-reactive T cells associated with immune checkpoint inhibitor response in non-small cell lung cancer.

## Key findings

- Circulating TR-Ts in responders show low CD38 expression before treatment.
- After ICI treatment, responders' cTR-Ts transition to a TCF7+ stem-like phenotype.
- Phenotypic changes of cTR-Ts correlate with therapeutic outcomes in mouse tumor models.

## Abstract

Peripheral blood (PB) is a source of tumor-infiltrating tumor-reactive T cells (TR-T). Circulating TR-Ts (cTR-T) in PB are expected to contribute to the efficacy of immune checkpoint inhibitors (ICIs), but their phenotype remains poorly understood. Here we analyse paired tumor-infiltrating and peripheral CD8+ T cells from patients with non-small cell lung carcinoma (NSCLC), using single-cell RNA and T cell receptor (TCR) sequencing. Tumor-infiltrating TR-Ts are defined based on the reported TR-T-associated gene signatures. Using their TCR sequence as a barcode, we identify cTR-Ts and their specific surface markers, including CD49a, CD49b, and HLA-DR. Trajectory analysis assigns a progenitor-like phenotype to cTR-Ts, suggesting a potential developmental relationship with tumor-infiltrating TR-Ts. By single-cell transcriptomic and flow cytometric analysis on an ICI-treated cohort we show that pre-treatment cTR-Ts in responders are characterized by a relatively low expression of exhaustion-related CD38. Following the first dose, cTR-Ts of responders transit towards a TCF7+ stem-like phenotype. Additionally, we validate cTR-T’s phenotypic changes following PD-1 blockade therapy in mouse tumor models with artificial antigen. These findings suggest that the phenotypic state and transition of cTR-Ts may reflect their functional potential after tumor infiltration and are associated with therapeutic outcomes of ICIs.

Tumor-reactive T cells (TR-T) in the peripheral blood of cancer patients undergo phenotypic changes during immune checkpoint inhibitor (ICI) therapy, which might predict therapeutic outcomes. Here authors follow the phenotypes of paired tumor-infiltrating and peripheral CD8 + T cells longitudinally from patients with non-small-cell lung cancer undergoing ICI treatment by single-cell RNA and T cell receptor sequencing and identify specific markers for circulating TR-Ts and for ICI response.

## Linked entities

- **Genes:** ITGA1 (integrin subunit alpha 1) [NCBI Gene 3672], ITGA2 (integrin subunit alpha 2) [NCBI Gene 3673], CD38 (CD38 molecule) [NCBI Gene 952], TCF7 (transcription factor 7) [NCBI Gene 6932]
- **Diseases:** non-small cell lung carcinoma (MONDO:0005233), non-small-cell lung cancer (MONDO:0005233)

## Full-text entities

- **Genes:** F2R (coagulation factor II thrombin receptor) [NCBI Gene 2149] {aka CF2R, HTR, PAR-1, PAR1, TR}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, ITGA2 (integrin subunit alpha 2) [NCBI Gene 3673] {aka BR, CD49B, FMAIT3, GPIa, HPA-5, VLA-2}, ITGA1 (integrin subunit alpha 1) [NCBI Gene 3672] {aka CD49a, VLA1}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD38 (CD38 molecule) [NCBI Gene 952] {aka ADPRC 1, ADPRC1, cADPR1}, TCF7 (transcription factor 7) [NCBI Gene 6932] {aka TCF-1}
- **Diseases:** T (MESH:D001260), NSCLC (MESH:D002289), Tumor (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13022356/full.md

## References

6 references — full list in the complete paper: https://tomesphere.com/paper/PMC13022356/full.md

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Source: https://tomesphere.com/paper/PMC13022356