Evidence map›Paper›PMID 42807546›Full record

ArticleInternational journal of biological sciences2026

Integrated single-cell TCR analysis across tissue identifies GZMK

Bingqing Yue, Shuliang Jing, Qiaxuan Li, Guoyu Xie, Juan Chen, Tao Yan, Ganggui Zhu, Bin Huang, Jin Zhao, Xiucheng Yang and 8 more

Abstract read
In one paragraph

Article in International journal of biological sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

18 authors.

Bingqing YueDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Shuliang JingDepartment of Physiology, Zhejiang University School of Medicine, State Key Laboratory of Transvascular Implantation Devices, 866 Yuhangtang Road, Hangzhou 310058, Zhejiang Province, China.
Qiaxuan LiDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Guoyu XieDepartment of Physiology, Zhejiang University School of Medicine, State Key Laboratory of Transvascular Implantation Devices, 866 Yuhangtang Road, Hangzhou 310058, Zhejiang Province, China.
Juan ChenKey Laboratory of Multiple Organ Failure (Zhejiang University), Ministry of Education, Hangzhou 310051, Zhejiang, China.
Tao YanDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Ganggui ZhuDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Bin HuangDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Jin ZhaoDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Xiucheng YangDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Jian HuangDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Pan YinDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Qifeng YaoDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Huijing YangDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Fei GaoDepartment of Emergency, Wuxi People's Hospital affiliated to Nanjing Medical University, Jiangsu Province 214000, China.
Jun YangDepartment of Physiology, Zhejiang University School of Medicine, State Key Laboratory of Transvascular Implantation Devices, 866 Yuhangtang Road, Hangzhou 310058, Zhejiang Province, China.
Man HuangDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.
Jingyu ChenDepartment of Lung Transplantation, Second Affiliated Hospital, Zhejiang University School of Medicine, 1511 Jianghong Road, Binjiang District, Hangzhou 310051, Zhejiang Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Idiopathic pulmonary fibrosis (IPF) is a fatal interstitial lung disease with progressive scarring and an unknown aetiology, but the cross-tissue immune network remains poorly understood. Here, we performed paired single-cell RNA sequencing and T cell receptor profiling of lung, mediastinal lymph node, and peripheral blood samples from patients with severe IPF. We identified a GZMK⁺CD8⁺ T cell subset enriched in fibrotic lung tissue with an inflammatory, low-cytotoxic phenotype, and a clonally related CD8_HSPA1A population enriched in lymph nodes, suggesting a cross-tissue clonal connection. Higher GZMK⁺CD8⁺ T cell signatures were associated with worse survival and impaired lung function. Functionally, GZMK overexpressing CD8⁺ T cells promoted fibroblast-to-myofibroblast differentiation and proliferation through TGF-β1/Activin A signalling, whereas GZMK knockdown attenuated these responses. Importantly, genetic ablation of GZMK markedly reduced collagen deposition and lung fibrosis in bleomycin-induced mice. Furthermore, inhibition of TGFβR1/ALK4 using the inhibitor TEW-7197 effectively suppressed fibroblast activation in vitro and significantly attenuated pulmonary fibrosis in bleomycin-induced mice. Together, these findings suggest a potential profibrotic immune-stromal circuit in severe IPF in which GZMK⁺CD8⁺ T cells promote fibroblast activation through TGF-β1/Activin A signalling, highlighting this pathway as a potential therapeutic target.

Indexed as

CD8-Positive T-LymphocytesIdiopathic Pulmonary FibrosisReceptors, Antigen, T-CellTransforming Growth Factor betaAnimalsBleomycinHumansLungMaleMiceMice, Inbred C57BLSignal TransductionTransforming Growth Factor beta1BleomycinReceptors, Antigen, T-CellTransforming Growth Factor betaTransforming Growth Factor beta1activin AGZMKidiopathic pulmonary fibrosisTGF-β1

Identifiers

PMID42807546
PMCPMC13618230

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