Evidence map›Paper›PMID 42094467›Full record

ArticlebioRxiv : the preprint server for biology2026

Single-nucleus multiome sequencing identifies candidate regulators of mouse gastric epithelial homeostasis.

Maithê Rocha Monteiro de Barros, Katharina Bosch, Salima Soualhi, Shirin Issa Bhaloo, Thomas Chu, Tanya Hemrajani, Jin Cho, Kurtay Ozuner, Rui Fu, Heather Geiger and 6 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

16 authors.

Maithê Rocha Monteiro de BarrosHerbert and Florence Irving Institute for Cancer Dynamics, Columbia University, New York, NY, USA.ORCID 0000-0002-1804-7144
Katharina BoschTumorigenesis and Molecular Cancer Prevention Group, German Cancer Research Center (DKFZ) Heidelberg, Heidelberg, Germany.
Salima SoualhiNew York Genome Center, New York, NY, USA.
Shirin Issa BhalooNew York Genome Center, New York, NY, USA.
Thomas ChuNew York Genome Center, New York, NY, USA.
Tanya HemrajaniNew York Genome Center, New York, NY, USA.
Jin ChoDivision of Surgical Science, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Kurtay OzunerDivision of Surgical Science, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Rui FuNew York Genome Center, New York, NY, USA.
Heather GeigerNew York Genome Center, New York, NY, USA.
Nicolas RobineNew York Genome Center, New York, NY, USA.ORCID 0000-0001-5698-8183
Jade E B CarterNew York Genome Center, New York, NY, USA.ORCID 0000-0003-2792-1662
Silas ManiatisNew York Genome Center, New York, NY, USA.ORCID 0000-0002-0888-1477
Sandra RyeomDivision of Surgical Science, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.ORCID 0000-0002-9869-4455
Simon TavaréHerbert and Florence Irving Institute for Cancer Dynamics, Columbia University, New York, NY, USA.ORCID 0000-0002-3716-4952
Karol Nowicki-OsuchTumorigenesis and Molecular Cancer Prevention Group, German Cancer Research Center (DKFZ) Heidelberg, Heidelberg, Germany.ORCID 0000-0003-3828-8620

Funding

Initiation of Diffuse and Intestinal Non-Cardia Gastric CancerR01CA272891 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Silas Maniatis, Karol Piotr Nowicki-Osuch · 2022 to 2026
$5.1M
NCI NIH HHS R01 CA272891
6 · The paper itself

Abstract

Background & Aims: Gastric epithelial cells maintain homeostasis through dynamic self-renewal mechanisms involving stem and progenitor cells; however, identifying them has been challenging. This study aims to identify stem cells of healthy gastric epithelium and cell type-specific regulators defining gastric epithelial homeostasis via single-nucleus multiome analysis. Methods: Ten unique gastric samples were collected from 8-12 week old wildtype mice. Isolated nuclei were subjected to simultaneous profiling of gene expression and chromatin accessibility. After quality control, 31,598 cells were analyzed with Seurat and Signac using weighted-nearest neighbors analysis for joint RNA and ATAC clustering. Furthermore, SCENIC+, MultiVelo, EpiCHAOS and Cell plasticity score were used to uncover gene regulatory networks, cell state dynamics and lineage trajectories. Results: Our analyses were validated by the identification of known regulators of stem-cell differentiation into mature cell types. More importantly, it revealed previously uncharacterized regulatory networks comprising novel transcription factor combinations that define cell identities, including Conclusion: Consistent with Waddington's epigenetic landscape hypothesis, gastric epithelial homeostasis is controlled by orchestrated epigenetic and transcriptional programs. Contrary to the prevailing hypothesis, stem cells can be defined not by a separate epigenetic state but by epigenetic superposition of differentiated cell states. Future work is needed to define the universality of these results.

Indexed as

10x multiomecell identitygene regulationHealthy stomach

Identifiers

PMID42094467
PMCPMC13142378

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.