Evidence map›Paper›PMID 41723209›Full record

ArticleScientific reports2026

CDX2 expression dynamics in tumor clusters: a morpho-molecular biomarker in rectal cancer pretreatment biopsies revealed by sequential immunofluorescence.

Mauro Gwerder, Cansaran Saygili Demir, Hannah L Williams, Alessandro Lugli, Cristina Graham Martinez, Joanna Kowal, Amjad Khan, Philipp Kirchner, Thibaud Koessler, Martin D Berger and 2 more

Abstract read
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Article in Scientific reports, 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

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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Mauro Gwerder *Institute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Cansaran Saygili Demir *Institute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Hannah L WilliamsInstitute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Alessandro LugliInstitute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Cristina Graham MartinezInstitute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Joanna KowalLunaphore Technologies SA, Tolochenaz, Switzerland.
Amjad KhanInstitute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Philipp KirchnerInstitute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland.
Thibaud KoesslerDepartment of Oncology, Geneva University Hospitals, Geneva, Switzerland.
Martin D BergerDepartment of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
Martin WeigertCenter for Scalable Data Analytics and AI (ScaDS.AI), Dresden/Leipzig, Germany.
Inti ZlobecInstitute of Tissue Medicine and Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland. inti.zlobec@unibe.ch.

Funding

Innosuisse - Schweizerische Agentur für Innovationsförderung 51906.1 IP-LSKrebsliga Schweiz KFS-5786-02-2023-R
6 · The paper itself

Abstract

In rectal cancer, there is a need for improved pretreatment biomarkers applicable to biopsies. Tumor budding (TB) is a histological feature used in colon cancer and, due to its link to epithelial-mesenchymal transition (EMT), is hypothesized to be a potential marker for therapy resistance. As EMT-related processes are also seen in other morphological features beyond TB, we investigated epithelial marker downregulation in tumor tissue, as well as morphological features such as tumor cluster size and finger-like projections. We therefore leveraged five colon cancer images to establish a hyperplex immunofluorescence workflow and a validation cohort consisting of rectal cancer pre-treatment biopsies. We built a custom image analysis pipeline to detect and segment tumor buds and other morphological features and correlated them with molecular expression intensities. We found correlations of epithelial marker downregulation and morphological transition states, both at the invasion front and at the tumor center. We furthermore observed a link between morpho-molecular transitions of nuclear CDX2 expression and tumor cluster size, which in turn informs a novel biomarker. Finally, quantification of these CDX2-based morpho-molecular transition states in rectal biopsies showed that downregulation of CDX2 expression in relation to tumor cluster size is associated with worse disease-free survival.

Indexed as

Biomarkers, TumorCDX2 Transcription FactorRectal NeoplasmsAgedBiopsyEpithelial-Mesenchymal TransitionFemaleFluorescent Antibody TechniqueGene Expression Regulation, NeoplasticHumansMaleMiddle AgedBiomarkers, TumorCDX2 protein, humanCDX2 Transcription FactorEpithelial–mesenchymal transitionHyperplex immunofluorescenceNeoadjuvant chemoradiotherapyRectal cancerTumor budding

Identifiers

PMID41723209
PMCPMC13022250

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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.