In one paragraphArticle in Cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from itWhat 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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
48 authors.
Elodie RogerInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0002-4930-6292 Hannah M MummeyBioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, California.ORCID 0000-0002-7663-8559 Eleni ZimmerInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0002-2510-3140 Dharini SrinivasanInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0009-0007-7968-9240 Anna HärleInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0009-0007-4843-048X Loïc MoubriCancer Research Center of Marseille (CRCM) , INSERM U1068, CNRS UMR 7258, Aix-Marseille University and Paoli-Calmettes Institute, Marseille, France.ORCID 0009-0002-1335-9154 Rima SinghDepartment of Molecular Biology and Biochemistry, University of California, Irvine, California.ORCID 0000-0002-6822-7987 Menar EkizceInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0001-6718-8958 Michael K MelzerInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0002-7902-590X Austin SilvaDepartment of Molecular Biology and Biochemistry, University of California, Irvine, California.ORCID 0000-0001-5150-2551 Luisa HärleInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0009-0001-3747-4387 Thomas EngleitnerInstitute of Molecular Oncology and Functional Genomics, TUM School of Medicine, Technische Universität München, Munich, Germany.ORCID 0000-0002-7989-681X Frank ArnoldInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0003-0025-3668 Juliane SchneiderInstitute of Pathology and Molecular Pathology, Bundeswehrkrankenhaus Ulm, Ulm, Germany.ORCID 0009-0009-4361-3783 Leonard GilbergDepartment of Medicine II, Klinikum rechts der Isar, TUM School of Medicine, Technische Universität München, Munich, Germany.ORCID 0009-0004-7496-5662 Julia P MoslerInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0009-0004-4694-8056 Christina LudwigBavarian Center for Biomolecular Mass Spectrometry (BayBioMS), School of Life Sciences, Technical University of Munich, Freising, Germany.ORCID 0000-0002-6131-7322 Chen MengBavarian Center for Biomolecular Mass Spectrometry (BayBioMS), School of Life Sciences, Technical University of Munich, Freising, Germany.ORCID 0000-0002-5968-6719 Maximilian HirschenbergerInstitute of Molecular Virology, Ulm University Medical Center, Ulm, Germany.ORCID 0000-0001-8766-1271 Mohamed S S AlhamdaniDivision of Functional Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0001-9168-3895 Jörg D HoheiselDivision of Functional Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-1583-5049 J-Matthias LöhrDepartment of Clinical Science, Intervention and Technology (CLINTEC), Pancreas Cancer Research Lab, Karolinska Institute, Stockholm, Sweden.ORCID 0000-0002-7647-198X Roland RadInstitute of Molecular Oncology and Functional Genomics, TUM School of Medicine, Technische Universität München, Munich, Germany.ORCID 0000-0002-6849-9659 Christopher J HalbrookDepartment of Molecular Biology and Biochemistry, University of California, Irvine, California.ORCID 0000-0002-3376-3114 Konrad SteinestelInstitute of Pathology and Molecular Pathology, Bundeswehrkrankenhaus Ulm, Ulm, Germany.ORCID 0000-0002-6549-9848 Nelson DusettiCancer Research Center of Marseille (CRCM) , INSERM U1068, CNRS UMR 7258, Aix-Marseille University and Paoli-Calmettes Institute, Marseille, France.ORCID 0000-0002-6161-8483 Lukas PerkhoferInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0003-0484-0974 Johann GoutInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0003-0522-9800 Alexander KlegerInstitute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.ORCID 0000-0003-0592-5232 Funding
Bundesministerium für Forschung, Technologie und Raumfahrt (BMBF) IMMUNOMOD-01KI2014Deutsche Forschungsgemeinschaft (DFG) CRC1279Deutsche Forschungsgemeinschaft (DFG) KL 2544/10-1Deutsche Forschungsgemeinschaft (DFG) KL 2544/6-1Deutsche Forschungsgemeinschaft (DFG) KL 2544/7-1Deutsche Forschungsgemeinschaft (DFG) PE 3337/1-1Deutsche Krebshilfe (German Cancer Aid) 70114761Deutsche Krebshilfe (German Cancer Aid) 70115292Else Kröner-Fresenius-Stiftung (EKFS)Medizinische Fakultät, Universität Ulm (Medical schoo, Ulm University) Hertha-Nathorff programMedizinische Fakultät, Universität Ulm (Medical schoo, Ulm University) L.SBN.0193Medizinische Fakultät, Universität Ulm (Medical schoo, Ulm University) L.SBN.0206Medizinische Fakultät, Universität Ulm (Medical schoo, Ulm University) L.SBN.0245Universität Ulm (UULM) Clinician Scientist Program
6 · The paper itselfAbstract
The tumor microenvironment (TME) actively contributes to pancreatic ductal adenocarcinoma (PDAC) pathogenesis through dynamic bidirectional tumor-stroma interactions. In this study, we demonstrated that ATM-deficient tumor epithelium reprograms the TME in a genotype-specific manner to enhance cancer aggressiveness. In genetically engineered mouse models, pancreatic stellate cell and cancer-associated fibroblast (CAF) coculture systems, single-nucleus multiomics, and human PDAC models, tumoral loss of ATM serine/threonine kinase drove CAFs toward αSMA+ myofibroblastic (myCAF) differentiation, independently of p53 status. The myCAFs, in turn, promoted cancer aggressiveness and chemoresistance. Mechanistically, ATM deficiency increased reactive oxygen species and contractility signaling, enhancing TGFβ1 secretion. Pharmacologic TGFβ inhibition reversed myCAF differentiation, sensitized tumors to chemotherapy, and impaired tumor progression in both murine and human ATM-null models. These findings reveal that ATM-deficient tumors shape a cancer-promoting niche via TGFβ signaling and identify dual targeting of intrinsic and extrinsic vulnerabilities as a promising precision oncology strategy. SIGNIFICANCE: TGF-β-driven myofibroblastic stromal differentiation in ATM-deficient pancreatic cancer generates a genotype-specific tumor microenvironment, providing a targetable axis and highlighting the need to integrate epithelial genotype and stromal context in pancreatic cancer therapy.
Indexed as
Ataxia Telangiectasia Mutated ProteinsCarcinoma, Pancreatic DuctalPancreatic NeoplasmsTransforming Growth Factor betaAnimalsCancer-Associated FibroblastsCell DifferentiationCell Line, TumorDisease Models, AnimalHumansMiceMyofibroblastsPancreatic Stellate CellsSignal TransductionStromal CellsTumor MicroenvironmentAtaxia Telangiectasia Mutated ProteinsATM protein, humanAtm protein, mouseTransforming Growth Factor beta
Identifiers
PMID42113576
PMCPMC13370118
What OpenQuestion holds
Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390