Evidence map›Paper›PMID 41121153›Full record

Observational studyJournal of translational medicine2025

ITGB5-mediated biomechanical regulation in pancreatic ductal adenocarcinoma stroma impacts tumor progression and prognosis.

Aoran Yang, Chengli Gu, Yining Liu, Baihe Luo, Yu Zeng, Minghui Zhou, Chunli Li, Chen Pan, Linxuan Wu, Zhiwen Hu and 3 more

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06526442 (Experimental and Clinical Study of Three-dimensional Magnetic Resonance Elastography to Evaluate Pancreatic Cancer and Interstitial Fibrosis), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT06526442 recruitingnot on this map

Experimental and Clinical Study of Three-dimensional Magnetic Resonance Elastography to Evaluate Pancreatic Cancer and Interstitial Fibrosis

TypeobservationalSponsorYu ShiRan2020 to 2027Enrolled200ConditionsPancreatic Neoplasm, Magnetic Resonance ImagingArmsmagnetic resonance imaging
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
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.

Aoran Yang *Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Chengli Gu *Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Yining Liu *Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Baihe LuoDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Yu ZengDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Minghui ZhouDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Chunli LiDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Chen PanDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Linxuan WuDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Zhiwen HuDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China.
Xin ZhangDepartment of Nuclear Medicine, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China. zhangxin_2003@163.com.
Feng GaoDepartment of General Surgery, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China. gaof@sj-hospital.org.
Yu ShiDepartment of Radiology, Shengjing Hospital, China Medical University, Shenyang, Liaoning, China. 20072265@cmu.edu.cn.

Funding

Liaoning Province Science and Technology Joint Plan 2023JH2/101700127the Leading Young Talent Program of Xingliao Yingcai in Liaoning Province XLYC2203037the National Natural Science Foundation of China No. 82471971
6 · The paper itself

Abstract

backgroundPancreatic ductal adenocarcinoma (PDAC) is characterized by stromal remodelling andstiffening, a process involving extracellular matrix (ECM) depositionand cross-linking, which forms a dense physical barrier that limits the penetration of chemotherapeutic agents and restricts immune cell-mediated cytotoxicity. In addition, the tumor stroma modulates nutrients availability and fosters cancer cell invasion and metastasis. Therefore, therapeutic strategies aimed at modulating the tumor stroma hold promise for overcoming some of the major challenges in pancreatic cancer treatment. However, most clinical trials of stromal-targeted therapies have not demonstrated meaningful improvements in overall survival, underscoring an urgent need to identify novel stromal targets and approaches that modulate the tumor microenviroment in ways that enhance therapeutic response and improve patient outcomes.

methodsTranscriptomic datasets of PDAC sampleswere obtained from The Cancer Genome Atlas (TCGA). By integrating immune infiltration algorithms with weighted gene co-expression network analysis (WGCNA), this study aims to identify hub genes associated with cancer-associated fibroblasts (CAFs) infiltration in PDAC, explore the prognostic relevance of CAF infiltration, and construct a gene‑expression-based prognostic mode. Furthermore, we will employ a multi-modal approach incorporating magnetic resonance elastography, atomic force microscopy, single-cell RNA sequencing (scRNA-seq), histological assays, cell-based functional experiments, and animal models to identify candidate core genes involved in CAF infiltration and stromal stiffening in pancreatic cancer, and to assess the potential therapeutic relevance of targeting these genes.

resultsIn PDAC, increased stromal stiffness and poor prognosis are both strongly linked to activation of CAFs. WGCNA identified six hub genes-ANTXR2, ANXA1, BCAT1, PLAU, TGFβ1, and ITGB5-which were used to construct a predictive model for estimating CAF abundance and forecasting PDAC prognosis. Single-cell RNA sequencing analysis showed that ITGB5 is highly expressed in CAFs. Both in vitro and in vivo experiments demonstrated that targeting ITGB5 in CAFs reduces tumor stiffness, thereby inhibiting the malignant progression of PDAC. These findings suggest a potential therapeutic benefit, although impact on clinical prognosis remains to be established.

conclusionThe integration of magnetic resonance elastography, atomic force microscopy, and single-cell sequencing allows detailed research characterization of the biomechanical properties of PDAC. ITGB5 has been identified as an important regulator of the biomechanical features of PDAC. Targeting ITGB5 in CAFs may reduce the excessive stiffness of PDAC tissue and mitigate gemcitabine-associated stromal fibrosis, suggesting a potential strategy to improve treatment response. The effect on patient prognosis, however, requires confirmation in clinical studies.

trial registrationThis study is a prospective single-center clinical trial, which has been registered in the U.S. Clinical Trials Database ( https://clinicaltrials.gov/study/NCT06526442 ) with the trial registration number NCT06526442. The registration date was October 9th, 2020.

Indexed as

Carcinoma, Pancreatic DuctalDisease ProgressionPancreatic NeoplasmsStromal CellsAnimalsBiomechanical PhenomenaCancer-Associated FibroblastsCell Line, TumorGene Expression Regulation, NeoplasticHumansMicePrognosisTumor MicroenvironmentBiomechanical biomarkersITGB5Pancreatic ductal adenocarcinomaSingle-cell RNA sequencingTumor biomechanics

Identifiers

PMID41121153
PMCPMC12542423

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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.