ArticleNature communications2026
Spatial transcriptomics reveals coordinated ventricular patterning and maturation in the developing human heart.
Zehao Yao, Lina Bai, Yifan Xie, Yixun Li, Feiyang Ma, Songrui Jia, Shijie Sun, Minjiong Zhao, Yanchun Wang, Cheng-Ran Xu and 2 more
Abstract read
In one paragraphArticle in Nature communications, 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 itWhat 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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
12 authors.
Zehao Yao *State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. yaozehao4@gmail.com.ORCID http://orcid.org/0009-0008-8817-9338 Lina Bai *State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yifan Xie *State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.ORCID http://orcid.org/0000-0002-9040-0969 Yixun Li *State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Feiyang MaDepartment of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Songrui JiaState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Shijie SunState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Minjiong ZhaoState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yanchun WangHaidian Maternal & Child Health Hospital, Beijing, China.
Cheng-Ran XuPeking-Tsinghua Center for Life Sciences, State Key Laboratory of Female Fertility Promotion, Department of Medical Genetics, School of Basic Medical Sciences, Peking University, Beijing, China. cxu@pku.edu.cn.ORCID http://orcid.org/0000-0002-0583-4464 Hou-Zao ChenState Key Laboratory of Common Mechanism Research for Major Diseases, Department of Biochemistry and Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. chenhouzao@ibms.cams.cn.ORCID http://orcid.org/0000-0001-6805-3182 Yu NieState Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. nieyuniverse@126.com.ORCID http://orcid.org/0000-0002-8744-0046 Funding
National Natural Science Foundation of China (National Science Foundation of China) 32125014National Natural Science Foundation of China (National Science Foundation of China) 82300448National Natural Science Foundation of China (National Science Foundation of China) 82425006National Natural Science Foundation of China (National Science Foundation of China) 824B2005
6 · The paper itselfAbstract
Human heart development requires coordinated gene regulation across spatially organized tissues. However, the principles by which the heart establishes spatially organized structures and how regional programs integrate to orchestrate coordinated development remain unclear. Here, we generate a spatiotemporal transcriptomic atlas of the developing human hearts, profiling 30 sections spanning 8-15 post-conception weeks. By treating each spatial spot as a multicellular unit, we resolve anatomically coherent compartments and identify specialized subpopulations, including the Papillary muscle and Atrioventricular Plane. Focusing on the ventricle, trajectory inference reveals a continuous endocardium-to-epicardium transcriptional gradient, accompanied by coordinated changes in gene expression, transcription factor activity, and signaling pathways. Integrative developmental analysis identifies shared maturation-associated transcriptional changes, with increasing contractile and metabolic programs and declining proliferative signatures, alongside region-specific specialization across spatial domains. Together, this study defines a spatial framework for ventricular patterning and maturation, providing a resource for investigating human cardiac development and disease.
Indexed as
Heart VentriclesSpatial TranscriptomicsEndocardiumGene Expression Regulation, DevelopmentalHumansPericardiumTranscription FactorsTranscription Factors
Identifiers
PMID42336864
PMCPMC13444243
What Socratic holds
Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390