Evidence map›Paper›PMID 41742226›Full record

ArticleJournal of translational medicine2026

Integrin αvβ3-dependent pathogenic effect and therapeutic effects of DL-N2 combined with EGFR inhibitors in pancreatic adenocarcinoma.

Zi-Lin Li, Sachin Kumar, San-Nan Yang, Tung-Cheng Chang, Lin-Yi Huang, Ching-Chung Ko, Yung-Ning Yang, Chih-Jung Yao, Dana R Crawford, Fabio Gionfra and 13 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

23 authors.

Zi-Lin Li *Graduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan.
Sachin Kumar *Graduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan.
San-Nan Yang *Department of Pediatrics, E-Da Hospital, I-Shou University, No. 1, Yi-Da Road, Yanchao District, Kaohsiung City, 82445, Taiwan.
Tung-Cheng ChangDivision of Colorectal Surgery, Department of Surgery, Taipei Medical University Shuang Ho Hospital, No.291, Zhongzheng Road, Zhonghe District, New Taipei City, 23561, Taiwan.
Lin-Yi HuangDepartment of Pediatrics, E-Da Hospital, I-Shou University, No. 1, Yi-Da Road, Yanchao District, Kaohsiung City, 82445, Taiwan.
Ching-Chung KoDepartment of Medical Imaging, Chi-Mei Medical Center, No. 901, Zhonghua Road, Yongkang District, Tainan City, 710402, Taiwan.
Yung-Ning YangDepartment of Pediatrics, E-Da Hospital, I-Shou University, No. 1, Yi-Da Road, Yanchao District, Kaohsiung City, 82445, Taiwan.
Chih-Jung YaoDepartment of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, No. 250 Wu-Xing Street, Taipei City, 11031, Taiwan.
Dana R CrawfordDepartment of Immunology and Microbial Disease, Albany Medical College, No.47, New Scotland Ave, Albany, NY, 12208, USA.
Fabio GionfraDepartment of Sciences, University Roma Tre, Viale Guglielmo Marconi, 446, 00146, Rome, Italy.
Dahlak Daniel SolomonGraduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan.
Yung-Kuo LeeMedical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, National Defense Medical University, No.2, Jhongjheng 1st Rd., Lingya District, Kaohsiung City, 802301, Taiwan.
Do Thi Minh XuanFaculty of Pharmacy, Van Lang University, 69/68 Dang Thuy Tram Street, Binh Thanh District, Ho Chi Minh City , 70000, Vietnam.
Hui-Ru LinInstitute of Medical Science and Technology, National Sun Yat-Sen University, No.70, Lien-hai Road, Kaohsiung City, 80424, Taiwan.
Chih-Yang WangGraduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan.
Amruta AherPoona College of Pharmacy, Bharati Vidyapeeth (Deemed to be University), Paud Rd, Rambaug Colony, Erandwane, Pune, 411038, Maharashtra, India.
Nandana Bayu AbhistaDepartment of Biotechnology, Institut Bio Scientia International Indonesia, Jl. Pulomas Barat Kav 88, Jakarta Timur, 13210, Indonesia.
Ya-Jung ShihGraduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan.
Sheng-Yang LeeDepartment of Dentistry, Wan-Fang Medical Center, Taipei Medical University, No. 111, Section 3, Xinglong Road, Wenshan District, Taipei City, 116, Taiwan.
Haw-Ming HuangSchool of Dentistry, College of Oral Medicine, Taipei Medical University, No. 250 Wu-Xing Street, Taipei City, 11031, Taiwan.
Hung-Yun LinGraduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan. linhy@tmu.edu.tw.
Kuan WangGraduate Institute of Nanomedicine and Medical Engineering, College of Medical Engineering, Taipei Medical University, No. 250 Wu-Xing Street, Taipei City, 11031, Taiwan.
Jaqueline Whang-PengGraduate Institute for Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, No. 301, Yuantong Road, Zhonghe District, New Taipei City, 23561, Taiwan.

Funding

I-Shou University EDAHS113034I-Shou University EDAHS114030I-Shou University EDPJ 111064, EDAHJ 112005, EDAHJ 113017Ministry of Education DP2-107-20000National Science and Technology Council MOST 111-2314-B-650-002-MY3National Science and Technology Council NSTC112-2320-B-038-021, and NSTC112-2314-B-038-005National Science and Technology Council NSTC113-2314-B-038-069, NSTC114-2637-B-038-004, and NSTC112-2314-B 038-004
6 · The paper itself

Abstract

backgroundPancreatic adenocarcinoma (PDAC) remains one of the most lethal malignancies, characterized by aggressive progression, pronounced stromal desmoplasia, and a limited response to targeted therapies. Although epidermal growth factor receptor (EGFR) inhibitors have shown promise in preclinical studies, their clinical efficacy has been modest, suggesting the existence of compensatory signaling networks.

methodsAn integrated analytical framework was employed, combining bulk transcriptomic analyses of TCGA-PDAC and GTEx datasets, DNA methylation profiling, protein–protein interaction (PPI) network analysis, immune infiltration estimation, and single-cell RNA sequencing. Expression patterns and clinical associations of integrin αvβ3 were evaluated using TCGA, GEPIA, UALCAN, and the Human Protein Atlas. Functional validation was performed using in vitro assays in pancreatic cancer cell lines to assess the effects of DL-N2, a tetrac-conjugated nanoparticle targeting integrin αvβ3, alone or in combination with gefitinib.

resultsIntegrin αvβ3 (ITGAV/ITGB3) was upregulated in PDAC tissues compared with normal pancreatic tissue and was associated with poor prognosis. Single-cell transcriptomic profiling localized αvβ3 expression to malignant ductal cells and stromal fibroblasts. Computational analyses predicted strong associations of αvβ3 with EGFR, MMP2, and MMP9, implicating it in epithelial–mesenchymal transition (EMT), extracellular matrix (ECM) remodeling, and immune regulation. In vitro, experiments showed that DL-N2 suppressed basal and EGF-induced proliferation, decreased the expression of EGFR, PCNA, and CCND1, and reduced angiogenic and invasive mediators, including VEGF-α, bFGF2, and MMP9. Notably, DL-N2 inhibited PD-L1 expression, linking αvβ3 signaling to immune evasion. In addition, both DL-N2 and gefitinib inhibited cell migration, and their combined treatment exerted an additive effect on the suppression of pancreatic cancer cell migration.

conclusionOur findings establish integrin αvβ3 as a multifunctional regulator of pancreatic cancer progression, integrating growth-associated signaling, extracellular matrix regulation, and immune-associated pathways. Targeting αvβ3 with DL-N2 remodels both tumor-intrinsic and microenvironmental pathways, potentially enhancing EGFR inhibition and restoring chemosensitivity. Dual blockade of αvβ3 and EGFR represents a rational therapeutic strategy to overcome drug resistance and improve outcomes in PDAC.

Indexed as

Carcinoma, Pancreatic DuctalErbB ReceptorsIntegrin alphaVbeta3Pancreatic NeoplasmsThyroxineAntineoplastic Combined Chemotherapy ProtocolsB7-H1 AntigenCell Line, TumorCell MovementDrug Resistance, NeoplasmDrug SynergismGefitinibGene Expression Regulation, NeoplasticHumansNanoparticlesSignal TransductionB7-H1 AntigenEGFR protein, humanErbB ReceptorsGefitinibIntegrin alphaVbeta3tetraiodothyroacetic acidThyroxineTyrosine Kinase Inhibitors

Identifiers

PMID41742226
PMCPMC12961825

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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.