Evidence map›Paper›PMID 41798887›Full record

ArticleGastro hep advances2026

Multimodal Spatial Transcriptomics Reveals the Developing Human Liver Niche at Single-Cell Resolution.

Michael Bailey, Michael Leon, Isabella Rosso, Carolyn Sangokoya

Abstract read
In one paragraph

Article in Gastro hep advances, 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

4 authors.

Michael BaileyCustomer Experience Lab, Bruker Spatial Biology, Seattle, Washington.
Michael LeonCustomer Experience Lab, Bruker Spatial Biology, Seattle, Washington.
Isabella RossoDepartment of Pathology, University of California San Francisco, San Francisco, California.
Carolyn SangokoyaDepartment of Pathology, University of California San Francisco, San Francisco, California.

Funding

UCSF Liver Core CenterP30DK026743 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jennifer Y. Chen · 1986 to 2026
$30.7M
NIDDK NIH HHS P30 DK026743
6 · The paper itself

Abstract

Background and Aims: A comprehensive understanding of the liver niche during development provides insights into a unique, naturally occurring multifunctional multicellular environment. We applied spatial transcriptomic and histologic approaches to identify and histologically validate RNA-based markers in human liver tissue during a critical developmental window when the liver serves as the primary site of hematopoiesis, just prior to the rapid growth phase of the third trimester. During this period, the developmental liver niche uniquely supports the coexistence of endodermal- and mesenchymal-derived cell populations that coordinate hematopoietic development and hepatocyte function. Methods: Nine formalin-fixed paraffin-embedded human developmental liver samples underwent histologic processing, staining, and evaluation prior to single-cell resolution spatial molecular imaging. Spatial transcriptomic profiling was followed by single-cell transcriptomic analysis and validation using multiplexed RNA fluorescent single-molecule in situ hybridization. Results: Single-cell spatial imaging identified epithelial, hematopoietic, endothelial, and stromal cell populations within shared microenvironments. This approach enabled molecular capture and histologic confirmation of 2 complex developmental phenomena: gene expression associated with the developing ductal plate and CXC motif chemokine ligand localization to the hepatic hematopoietic stem cell niche. Conclusion: Integration of markers identified through spatial transcriptomics will expand molecular panel design and enable more precise characterization of developmental biliary biology and pathobiology. Importantly, RNA-based understanding of the functional diversity and in situ spatial organization of the developmental liver niche will also be essential for authenticating and re-engineering these complex regenerative environments in vitro.

Indexed as

CXCL12Human Liver DevelopmentSpatial BiologySpatial TranscriptomicsSPP1

Identifiers

PMID41798887
PMCPMC12966723

What OpenQuestion holds

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LicenceCC BY
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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.