Evidence map›Paper›PMID 41486415›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Single-Cell Dissection of Tumor-Infiltrating Lymphocytes Reveals Cellular Architecture Predictive of Therapeutic Efficacy in Acral Melanoma.

Chao Zhang, Wanyi Xiao, Hongru Shen, Fenge Li, Ting Li, Weihong Zhang, Haotian Liu, Ziwei Gao, Hongyu Wang, Xiubao Ren and 3 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Chao ZhangDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.ORCID https://orcid.org/0000-0003-2522-1902
Wanyi XiaoDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.
Hongru ShenTianjin's Clinical Research Center for Cancer, Tianjin, China.
Fenge LiCancer Diagnosis and Treatment Center, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, China.ORCID https://orcid.org/0000-0003-3666-010X
Ting LiDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.ORCID https://orcid.org/0000-0001-8186-5783
Weihong ZhangTianjin's Clinical Research Center for Cancer, Tianjin, China.
Haotian LiuDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.ORCID https://orcid.org/0000-0001-8034-5698
Ziwei GaoDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.
Hongyu WangDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.ORCID https://orcid.org/0000-0002-2151-759X
Xiubao RenTianjin's Clinical Research Center for Cancer, Tianjin, China.
Kexin ChenTianjin's Clinical Research Center for Cancer, Tianjin, China.
Xiangchun LiTianjin's Clinical Research Center for Cancer, Tianjin, China.
Jilong YangDepartment of Bone and Soft Tissue Tumors, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.ORCID https://orcid.org/0000-0001-5162-3740

Funding

"Clinical-Basic" Co-PI Program, Tianjin Medical University Cancer Institute & Hospital 20250204National Natural Science Foundation of China NSFC82473477
6 · The paper itself

Abstract

Acral melanoma (AM), the predominant melanoma subtype in Asia, responds poorly to immune checkpoint inhibitors, representing a critical unmet medical need. The efficacy of tumor-infiltrating lymphocyte (TIL) therapy in this population is unknown. An Investigator-Initiated Trial evaluates autologous TIL therapy (LM-103) in four Chinese patients with advanced AM, achieving a 75% disease control rate (DCR) and a 25% objective response rate (ORR), including one durable complete response. To define the determinants of response, we performed integrated single-cell RNA and T-cell receptor sequencing on infused TIL products, tumors, and longitudinal peripheral blood. Responders' infused products were significantly enriched for T follicular helper (Tfh) and intermediate exhausted (TEX_int) CD8⁺ T cells, which mediated robust cell-cell signaling networks (e.g., CD40, FASLG). In contrast, the non-responder's product was dominated by terminally exhausted (TEX_term) cells. Clonal tracking revealed that these Tfh and TEX_int subsets possessed higher clonality, and in the complete responder, a dominant clone originating from the TEX_int population persisted systemically by differentiating into a progenitor-like (TEX_prog) state. These findings demonstrate that TIL therapy is clinically active in AM and that durable response is mechanistically linked to the infusion and persistence of Tfh and TEX_int subsets, defining a key cellular and clonal architecture for therapeutic success.

Indexed as

Lymphocytes, Tumor-InfiltratingMelanomaSkin NeoplasmsFemaleHumansMaleSingle-Cell AnalysisT-Cell Exhaustionacral melanomaClonal expansionscRNA‐seq & scTCR‐seqTEX_intTfhTIL therapy

Identifiers

PMID41486415
PMCPMC13292159

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.