Evidence map›Paper›PMID 42399938›Full record

ArticleMolecular cancer2026

Reprogramming the pancreatic ductal adenocarcinoma microenvironment: a novel integrin-targeted cytotoxin, ProAgio, potentiates chemotherapy.

Ganji Purnachandra Nagaraju, Sujith Sarvesh, Ravi Chakra Turaga, Dhana Sekhar Reddy Bandi, Ganesh Satyanarayana, Falguni Mishra, Malvika Sharma, Mehmet Akce, Zhi-Ren Liu, Bassel F El-Rayes

Abstract read
In one paragraph

Article in Molecular cancer, 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

10 authors.

Ganji Purnachandra Nagaraju *Division of Hematology and Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.ORCID http://orcid.org/0000-0002-4989-5234
Sujith Sarvesh *Division of Hematology and Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
Ravi Chakra Turaga *Caris Life Sciences, Tempe, AZ, 85281, USA.
Dhana Sekhar Reddy BandiDivision of Hematology and Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
Ganesh SatyanarayanaDepartment of Biology, Georgia State University, Atlanta, GA, 30303, USA.
Falguni MishraDepartment of Biology, Georgia State University, Atlanta, GA, 30303, USA.
Malvika SharmaDepartment of Biology, Georgia State University, Atlanta, GA, 30303, USA.
Mehmet AkceDivision of Hematology and Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
Zhi-Ren Liu *Division of Hematology and Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
Bassel F El-Rayes *Division of Hematology and Oncology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA. belrayes@health.ucsd.edu.

Funding

XRAY CRYSTALLOGRAPHYP30CA013148 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Robert S Welner · 1985 to 2026
$165.9M
ProAgio in Pancreatic CancerR01CA294647 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Bassel El-Rayes, Zhi-Ren Liu · 2024 to 2026
$1.7M
Comprehensive Cancer Center, University of Alabama at Birmingham 5P30CAO13148-47NCI NIH HHS 1RO1CA294647- 01NCI NIH HHS P30 CA013148NCI NIH HHS R01 CA294647NIH HHS 1RO1CA294647- 01
6 · The paper itself

Abstract

backgroundPancreatic ductal adenocarcinoma (PDAC) growth and metastasis are influenced by the tumor microenvironment (TME), which includes immune cells, endothelial cells, macrophages, and cancer-associated fibroblasts (CAFs). Since the novel integrin-targeted cytotoxin ProAgio can inhibit activated CAFs and endothelial cells, we investigated its combination with standard of care chemotherapies in genetically engineered mouse (GEM) and orthotopic murine models of PDAC.

methodsWe established metastatic murine KPC-Ganji & Bassel-Luc (mKPC-GB-Luc) cell lines and validated them using bulk RNA sequencing. Two in vivo orthotopic mouse model were used to evaluate ProAgio with chemotherapy. mKPC-GB-Luc was used to evaluate the 5FU, oxaliplatin, and irinotecan (FOI combination), and KPC-ML1-Luc was used to evaluate the gemcitabine, nab-paclitaxel (GPTx combination). Immunohistochemistry was used to measure integrin β3, E-cadherin, and HIF-1α. Hypoxia was evaluated using pimonidazole. Stem cells, CAFs, and immune cell subtypes were quantified by flow cytometry. We evaluated the combination of ProAgio plus gemcitabine in a KPC genetically engineered mouse model (KPC GEM). Two sets of KPC GEM were developed. The first set was used for a survival study. The second set was terminated early and tumors were used for single-cell RNA seq and sequential multiplex immunofluorescence (COMET).

resultsCompared with the chemo regimen (GPTx or FOI), ProAgio, or sham, the combination of ProAgio plus chemo significantly modulated the TME, reduced tumor weight, reduced hypoxia, and eliminated metastasis to the lungs and liver. The combination of ProAgio and gemcitabine increased overall survival in KPC GEM mice compared with either treatment alone. Single-cell RNA sequencing, flow cytometry, immunofluorescence, immunohistochemistry, and COMET analyses demonstrated that ProAgio plus chemotherapy reprogrammed the PDAC-TME by changing activated CAFs toward a qCAFs (quiescent CAFs), macrophages from protumor to proinflammatory polarization, and activating natural killer (NK) cells, CD4⁺, and CD8⁺ T cells. Combination therapy inhibited PDAC stemness. ProAgio-treated CAFs in vitro exhibited reduced secretion of glycine and cysteine, vital metabolites that support stemness and tumor progression.

conclusionsThese results confirm the novel mechanism of action of ProAgio, which includes reducing hypoxia and modulating TME. The current data provide evidence for potentiation of chemotherapy efficacy by ProAgio.

Indexed as

Carcinoma, Pancreatic DuctalPancreatic NeoplasmsTumor MicroenvironmentAnimalsAntineoplastic Combined Chemotherapy ProtocolsCell Line, TumorDeoxycytidineDisease Models, AnimalGemcitabineHumansHyaluronoglucosaminidaseMiceDeoxycytidineGemcitabineHyaluronoglucosaminidasePEGPH20ChemotherapyMicroenvironmentPancreatic Ductal AdenocarcinomaProAgiosingle cell RNA sequence

Identifiers

PMID42399938
PMCPMC13643974

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.