Evidence map›Paper›PMID 41741733›Full record

ArticleNPJ precision oncology2026

Personalized signaling pathway analysis of gastrointestinal tumors for patient stratification and drug target evaluation using clinically derived core biopsies.

Aaron Stahl, Karsten Büringer, Pavlos Missios, Tatjana Hoffmann, Sven Mattern, Stephan Singer, Felix Schäfer-Ruoff, Nisar P Malek, Katja Schenke-Layland, Michael Bitzer and 1 more

Abstract read
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Article in NPJ precision oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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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.

Aaron Stahl *NMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany. aaron.m.stahl@gmx.de.
Karsten BüringerDepartment of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany.
Pavlos MissiosDepartment of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany.
Tatjana HoffmannDepartment of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany.
Sven MatternDepartment of Pathology and Neuropathology, University Hospital Tübingen, Tübingen, Germany.
Stephan SingerDepartment of Pathology and Neuropathology, University Hospital Tübingen, Tübingen, Germany.
Felix Schäfer-RuoffNMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany.
Nisar P MalekDepartment of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany.
Katja Schenke-LaylandNMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany.
Michael Bitzer *Department of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany. m.bitzer@med.uni-tuebingen.de.
Markus F Templin *NMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany. markus.templin@nmi.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aberrant cellular signaling underlies cancer development and progression. Identifying alterations in these pathways yields critical insights for personalized oncology. Clinically, assessing the activation status of signaling proteins complements genetic and histopathological analyses, improving therapeutic evaluation and accuracy. In this study, we employed the high-throughput Western blot system DigiWest for the characterization of gastrointestinal tumors, both retrospectively and in a proof-of-concept direct clinical application. Retrospective analyses of pancreatic and colorectal carcinomas (n = 20) compared with matched normal tissues revealed distinct protein expression and activation patterns differentiating tumor subtypes and defining clinically relevant subgroups. By resolving individualized, treatment-relevant signaling signatures we demonstrate the feasibility of molecular-level personalization in samples with high clinical heterogeneity. In the clinical proof-of-concept, single core needle biopsies from 14 patients with gastrointestinal tumors who underwent Molecular Tumor Board presentation were analyzed. The resulting proteomic profiles uncovered patient-specific, targetable pathway activation patterns and showed concordance with mutational data and therapy recommendations. Collectively, these findings establish DigiWest as a valuable, robust complementary tool to sequencing-based approaches for personalized diagnostics and treatment evaluation in precision oncology.

Identifiers

PMID41741733
PMCPMC13003121

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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.