Evidence map›Paper›PMID 40953922›Full record

ArticleJournal for immunotherapy of cancer2025

Pancreatic cancer cells escape T/NK cell immune surveillance through the expressional separation of CD58.

Yalu Zhang, Huaijin Zheng, Ronghua Zhang, Jiayi Li, Sen Yang, Yuze Hua, Jorg Kleeff, Quan Liao, Qiaofei Liu

Abstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. CD112 Lactylation Drives Dual Immune Evasion From CD8+ T Cells and NK Cells.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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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

9 authors.

Yalu ZhangDepartment of General Surgery, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, Anhui, People's Republic of China.
Huaijin ZhengDepartment of General Surgery, Peking Union Medical College Hospial, Beijing, People's Republic of China.ORCID http://orcid.org/0009-0009-6425-3019
Ronghua ZhangDepartment of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, People's Republic of China.
Jiayi LiDepartment of General Surgery, Peking Union Medical College Hospial, Beijing, People's Republic of China.
Sen YangDepartment of General Surgery, Peking Union Medical College Hospial, Beijing, People's Republic of China.
Yuze HuaDepartment of General Surgery, Peking Union Medical College Hospial, Beijing, People's Republic of China.
Jorg KleeffDepartment of Visceral, Vascular and Endocrine Surgery, Martin-Luther-University Halle-Wittenberg, Halle, Germany.
Quan LiaoDepartment of General Surgery, Peking Union Medical College Hospial, Beijing, People's Republic of China qfliu@aliyun.com lqpumc@126.com.
Qiaofei LiuDepartment of General Surgery, Peking Union Medical College Hospial, Beijing, People's Republic of China qfliu@aliyun.com lqpumc@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMembrane (m) CD58 is a co-stimulatory ligand that binds to CD2, and the CD2-(m) CD58 axis participates in lymphocyte activation. In addition to mCD58, a soluble form of CD58 (sCD58) has been reported in human serum, urine, and in vitro cell culture supernatants. The role of sCD58 in the tumor immune microenvironment of pancreatic ductal adenocarcinoma (PDAC) is currently unknown.

methodsThe expression and prognostic role of CD58 in PDAC tissues were analyzed using various public databases. Then, the phenomenon of expressional separation of CD58 in PDAC cells induced by macrophages was observed by flow cytometry and ELISA, where the decrease of mCD58 on the membrane surface is accompanied by the increase of sCD58 in the supernatant. The molecular mechanisms of the expressional separation of CD58 were further explored by focusing on the TGF-β signaling pathway. The effects of expressional separation of CD58 on the immune activity and killing ability of T/NK cells for PDAC were determined in co-culture models. Furthermore, subcutaneous tumor-bearing models, lung metastasis models, and intraperitoneal dissemination models were used to confirm the in vitro data. Finally, the diagnostic and prognostic roles of serum sCD58 were determined by using 561 samples from PDAC patients, benign pancreatic disease patients, and healthy controls.

resultsElevated CD58 expression in PDAC tissues was associated with worse clinical outcomes. After co-culture with PDAC cells, macrophages adopted an M2 phenotype, characterized by a high expression level of TGF-β. Co-cultured macrophages could induce the expressional separation of CD58 in PDAC cells. Activation of the TGF-β/Smad2/3 pathway markedly promoted this separation, and pathway inhibition largely blocked it. In vitro and in vivo assays revealed that mCD58 engaged CD2 on T/NK cells, facilitated their activation, enhanced their cytotoxicity, and stimulated the release of the anti-tumoral cytokines IFN-γ and TNF-α. Conversely, local high concentrations of sCD58 accumulation in PDAC tissues interfered with the CD2-CD58 axis by competitively binding CD2, inhibited the activation of T/NK cells, reduced T/NK cytotoxicity, and the secretion of IFN-γ and TNF-α. Furthermore, serum sCD58 levels were higher in the PDAC patients than in the healthy controls or patients with benign pancreatic diseases. sCD58 improved the diagnostic and prognostic power of CA199 in PDAC patients. A combined model incorporating CA199, TGF-β1, and sCD58 yielded an AUC (area under the curve) value of 0.946 for overall diagnosis. In the CA199 negative cohort, the combined model of TGF-β and sCD58 achieved an AUC of 0.955.

conclusionsThis study uncovers a novel vicious crosstalk among macrophages, T/NK cells, and PDAC cells within the tumor microenvironment. Macrophages drive the expressional separation of CD58 via the TGF-β/Smad2/3 signaling pathway. This shift suppresses T/NK-cell activity, allows tumor cells to evade immune killing, and accelerates PDAC progression. In addition, serum sCD58 emerges as a promising diagnostic and prognostic biomarker for PDAC.

Indexed as

Carcinoma, Pancreatic DuctalCD58 AntigensKiller Cells, NaturalPancreatic NeoplasmsT-LymphocytesTumor EscapeAnimalsCell Line, TumorFemaleHumansMaleMicePrognosisTumor MicroenvironmentCD58 AntigensMacrophagesNatural killer - NKT cellTumor microenvironment - TME

Identifiers

PMID40953922
PMCPMC12434768

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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.