Evidence map›Paper›PMID 41833556›Full record

ArticleInternational journal of cancer2026

Impact of non-genetic heterogeneity of BRAF-mutant colon cancer organoids on growth kinetics, drug sensitivity and Wnt dynamics.

Viktoria Zieger, Ellen Woehr, Jasmin Traichel, Tilman Brummer, Roland Zengerle, Sabrina Kartmann, Stefan Zimmermann

Abstract read
In one paragraph

Article in International journal of cancer, 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 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Viktoria ZiegerLaboratory for MEMS Applications, IMTEK - Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany.
Ellen WoehrHahn-Schickard, Freiburg, Germany.
Jasmin TraichelInstitute of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Tilman BrummerInstitute of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Roland ZengerleLaboratory for MEMS Applications, IMTEK - Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany.
Sabrina KartmannLaboratory for MEMS Applications, IMTEK - Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany.
Stefan ZimmermannLaboratory for MEMS Applications, IMTEK - Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0003-0715-3184

Funding

Bundesministerium für -Forschung, Technologie und Raumfahrt 03LW0335KBundesministerium für -Forschung, Technologie und Raumfahrt 03LW0336Bundesministerium für -Forschung, Technologie und Raumfahrt 03LWH0076Bundesministerium für Forschung, Technologie und Raumfahrt 03LW0335KBundesministerium für Forschung, Technologie und Raumfahrt 03LW0336Bundesministerium für Forschung, Technologie und Raumfahrt 03LWH0076Deutsches Konsortium für Translationale Krebsforschung FR01-376
6 · The paper itself

Abstract

Patient-derived organoid (PDO) models are powerful systems for studying tumor biology and drug response. By retaining genetic, histological, and functional characteristics of the original tumor, including intra- and interpatient heterogeneity, they provide powerful tools to investigate therapy resistance. While genomic profiling is well established in organoid-based screening, non-genetic parameters such as organoid size, seeding density, and morphology remain underexplored, despite their potential to influence functional readouts. Here, we systematically examined how these factors affect proliferation, drug sensitivity, and Wnt responses in a murine colorectal cancer organoid model carrying oncogenic Apc, Braf, and Trp53 mutations. Using our automated Pick-Flow-Drop handling platform, we implemented a reproducible plating workflow enabling precise control over organoid selection and screening conditions. We found that higher seeding density and larger organoid size reduced metabolic activity and decreased sensitivity to the MEK inhibitor trametinib. Moreover, distinct morphological subgroups, such as solid and cystic organoids, displayed differential drug responses under growth factor-deprived conditions, correlating with distinct Wnt-3a profiles in the culture supernatant. Solid organoids were more trametinib-sensitive and exhibited higher Wnt-3a levels, suggesting divergent cell compositions and pathway dependencies. Our findings highlight the functional relevance of non-genetic variability in organoid cultures and establish a framework to improve reproducibility and biological insight in PDO-based drug screening.

Indexed as

Colonic NeoplasmsOrganoidsProto-Oncogene Proteins B-rafAnimalsCell ProliferationDrug Resistance, NeoplasmHumansMiceMutationPyridonesPyrimidinonesWnt Signaling PathwayProto-Oncogene Proteins B-rafPyridonesPyrimidinonestrametinib3D cell cultureautomationcolon organoidsfunctional screeningorganoid heterogeneityWnt pathway

Identifiers

PMID41833556
PMCPMC13193477

What Socratic holds

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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.