Evidence map›Paper›PMID 42804476›Full record

ArticlePLoS biology2026

Whole-organ single-cell mapping defines growth dynamics and clonal organization in developing and adult zebrafish livers.

Hsiao-Yuh Roan, Xuejiao Tian, Wei-Chen Chu, Chia-Ming Lee, Hsin Chen, Fiorency Santoso, Chung-Han Wang, Yu-Hsiu Liu, Uday Kumar, He-Yun Hsiao and 3 more

Abstract read
In one paragraph

Article in PLoS 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

13 authors.

Hsiao-Yuh RoanInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-5184-7998
Xuejiao TianResearch Center for Applied Sciences, Academia Sinica, Taipei, Taiwan.
Wei-Chen ChuInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-3447-9043
Chia-Ming LeeResearch Center for Applied Sciences, Academia Sinica, Taipei, Taiwan.
Hsin ChenResearch Center for Applied Sciences, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0009-0001-0915-3412
Fiorency SantosoInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.
Chung-Han WangInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-7983-0442
Yu-Hsiu LiuInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.
Uday KumarInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.
He-Yun HsiaoInstitute of Molecular and Genomic Medicine, National Health Research Institutes, Zhunan, Miaoli, Taiwan.
Chiou-Hwa YuhInstitute of Molecular and Genomic Medicine, National Health Research Institutes, Zhunan, Miaoli, Taiwan.
Bi-Chang ChenResearch Center for Applied Sciences, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-1876-7432
Chen-Hui ChenInstitute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-6825-1573

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vertebrate organs undergo massive growth during the post-embryonic period. Yet, our understanding of how this organ-wide process is organized at single-cell resolution has been limited by an inability to monitor individual cells of different types throughout intact adult organs. Here we establish an integrated workflow of whole adult-organ expansion microscopy (WAO-ExM) that enables in toto single-cell-resolved visualization of every hepatocyte within a complete adult vertebrate liver. Using transgenic reporters to label hepatocyte nuclei, we quantified cell expansion dynamics across the entire post-embryonic growth period, finding that an intact adult liver spanning ~5 mm thickness had an average of 1,265,206 hepatocytes. The data further revealed a non-linear growth regimen in which cell number increased by 538-fold, with a temporally concentrated burst that was not reflective of overall body growth. Integration of lineage tracing with WAO-ExM revealed that cell number increases were driven by a few hepatocytes undergoing drastic clonal expansion at the whole-organ scale. Disruption of extracellular matrix laminins decoupled liver shaping from total cell number increases, suggesting independent regulatory control of tissue architecture and cell proliferation. We also utilized WAO-ExM to monitor diseased livers and other adult organs, including heart and pancreas. Altogether, these findings bridge micrometer-scale cell behaviors with centimeter-scale organ growth, and establish a generalizable platform for adult vertebrate organs to be fully resolved at bona fide single-cell resolution.

Indexed as

LiverSingle-Cell AnalysisZebrafishAnimalsAnimals, Genetically ModifiedCell LineageCell ProliferationHepatocytes

Identifiers

PMID42804476
PMCPMC13641717

What OpenQuestion holds

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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.