Evidence map›Paper›PMID 40075719›Full record

ArticleCancers2025

ECM Stiffness-Induced Redox Signaling Enhances Stearoyl Gemcitabine Efficacy in Pancreatic Cancer.

Shuqing Zhao, Edward Agyare, Xueyou Zhu, Jose Trevino, Sherise Rogers, Enrique Velazquez-Villarreal, Jason Brant, Payam Eliahoo, Jonathan Barajas, Ba Xuan Hoang and 1 more

Abstract read
In one paragraph

Article in Cancers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Review
  4. Review
  5. Article
  6. Article
  7. Pathway-specific genomic alterations in pancreatic cancer across diverse cohorts.medRxiv : the preprint server for health sciences · 2025
    Article
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

11 authors.

Shuqing ZhaoDepartment of Surgery, University of Southern California, Los Angeles, CA 90089, USA.
Edward AgyareCollege of Pharmaceutical Science, Florida A&M University, Tallahassee, FL 32307, USA.
Xueyou ZhuCollege of Pharmaceutical Science, Florida A&M University, Tallahassee, FL 32307, USA.
Jose TrevinoDivision of Surgical Oncology, School of Medicine and Surgeon, Virginia Commonwealth University, Richmond, VA 23284, USA.
Sherise RogersDepartments of Biostatistics, College of Public Health and Health Professions, UF Health Cancer Center, University of Florida, Gainesville, FL 32611, USA.
Enrique Velazquez-VillarrealDepartment of Integrative Translational Sciences, City of Hope, Duarte, CA 91010, USA.ORCID 0000-0002-3603-6414
Jason BrantDepartments of Biostatistics, College of Public Health and Health Professions, UF Health Cancer Center, University of Florida, Gainesville, FL 32611, USA.ORCID 0000-0002-9800-9251
Payam EliahooDepartment of Biomedical Engineering, University of Southern California, Los Angeles, CA 90007, USA.
Jonathan BarajasDepartment of Surgery, University of Southern California, Los Angeles, CA 90089, USA.ORCID 0009-0009-6759-6834
Ba Xuan HoangDepartment of Surgery, University of Southern California, Los Angeles, CA 90089, USA.ORCID 0000-0003-2712-9747
Bo HanDepartment of Surgery, University of Southern California, Los Angeles, CA 90089, USA.ORCID 0000-0003-1458-4265

Funding

Tissue Modeling & Drug Development Shared Resources CoreU54CA233444 · NCI · UNIVERSITY OF FLORIDA · PI Chanita A. Hughes-Halbert, Tianze Jiao · 2018 to 2026
$12.1M
Tissue Modeling CoreU54CA233465 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI JOYCE M RICHEY · 2018 to 2026
$11.9M
University of Florida Health Cancer Center Support GrantP30CA247796 · NCI · UNIVERSITY OF FLORIDA · PI Alison Ivey · 2023 to 2026
$10.9M
Tissue Modeling CoreU54CA233396 · NCI · FLORIDA AGRICULTURAL AND MECHANICAL UNIV · PI Romonia Renee REAMS · 2018 to 2026
$9.8M
United for Health Excellence - Living PDX Program (U4HELPP)U54CA283762 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Jose G. Trevino · 2023 to 2026
$5.0M
NCI NIH HHS P30 CA247796NCI NIH HHS U54 CA233396NCI NIH HHS U54 CA233444NCI NIH HHS U54 CA233465NCI NIH HHS U54CA233465 (B.H.) , U54CA233396 (E.A.), U54CA233444 (S.R., Ja.B.)NCI NIH HHS U54 CA283762
6 · The paper itself

Abstract

backgroundPancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies, largely due to its dense fibrotic stroma that promotes drug resistance and tumor progression. While patient-derived organoids (PDOs) have emerged as promising tools for modeling PDAC and evaluating therapeutic responses, the current PDO models grown in soft matrices fail to replicate the tumor's stiff extracellular matrix (ECM), limiting their predictive value for advanced disease.

methodsWe developed a biomimetic model using gelatin-based matrices of varying stiffness, achieved through modulated transglutaminase crosslinking rates, to better simulate the desmoplastic PDAC microenvironment. Using this platform, we investigated organoid morphology, proliferation, and chemoresistance to gemcitabine (Gem) and its lipophilic derivative, 4-N-stearoyl gemcitabine (Gem-S). Mechanistic studies focused on the interplay between ECM stiffness, hypoxia-inducible factor (HIF) expression, and the nuclear factor erythroid 2-related factor 2 (Nrf2) pathway in drug resistance.

resultsPDAC organoids in stiffer matrices demonstrated enhanced stemness features, including rounded morphology and elevated cancer stem cell (CSC) marker expression. Matrix stiffness-induced gemcitabine resistance correlated with the upregulation of ABC transporters and oxidative stress adaptive responses. While gemcitabine activated Nrf2 expression, promoting oxidative stress mitigation, Gem-S suppressed Nrf2 levels and induced oxidative stress, leading to increased reactive oxygen species (ROS) and enhanced cell death. Both compounds reduced HIF expression, with gemcitabine showing greater efficacy.

conclusionsOur study reveals ECM stiffness as a critical mediator of PDAC chemoresistance through the promotion of stemness and modulation of Nrf2 and HIF pathways. Gem-S demonstrates promise in overcoming gemcitabine resistance by disrupting Nrf2-mediated adaptive responses and inducing oxidative stress. These findings underscore the importance of biomechanically accurate tumor models and suggest that dual targeting of mechanical and oxidative stress pathways may improve PDAC treatment outcomes.

Indexed as

drug resistancematrix stiffnessoxidative stresspatient-derived organoidsPDACstearoyl gemcitabine

Identifiers

PMID40075719
PMCPMC11899364

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.