Evidence map›Paper›PMID 41381947›Full record

ArticleNature neuroscience2026

Single-cell spatiotemporal transcriptomic and chromatin accessibility profiling in developing postnatal human and macaque prefrontal cortex.

Jiyao Zhang, Mayuqing Li, Mengdi Wang, Yu Sun, Chonghai Yin, Shaotong Yang, Bosong Wang, Zeyuan Liu, Wei Wang, Min Liu and 6 more

Abstract read
In one paragraph

Article in Nature neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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.

Jiyao Zhang *State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Mayuqing Li *State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Mengdi Wang *State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
Yu Sun *Pediatric Epilepsy Center, Peking University First Hospital, Beijing, China.ORCID http://orcid.org/0000-0002-3568-2238
Chonghai YinChangping Laboratory, Beijing, China.
Shaotong YangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Bosong WangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Zeyuan LiuChangping Laboratory, Beijing, China.ORCID http://orcid.org/0000-0003-0007-9874
Wei WangState Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
Min LiuState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Yuqing ZhaoState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Xin ZhouState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Lixin CaiPediatric Epilepsy Center, Peking University First Hospital, Beijing, China. pufhpec_clx@163.com.ORCID http://orcid.org/0000-0001-8231-6428
Suijuan ZhongState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China. zhongsuijuan@bnu.edu.cn.ORCID http://orcid.org/0000-0003-4382-6577
Xiaoqun WangIDG/McGovern Institute for Brain Research at BNU, Beijing Normal University, Beijing, China. xiaoqunwang@bnu.edu.cn.ORCID http://orcid.org/0000-0003-3440-2617
Qian WuState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China. qianwu@bnu.edu.cn.ORCID http://orcid.org/0000-0002-7469-1583

Funding

National Natural Science Foundation of China (National Science Foundation of China) 32122037National Natural Science Foundation of China (National Science Foundation of China) 32222032
6 · The paper itself

Abstract

Unraveling the cellular and molecular characteristics of human prefrontal cortex (PFC) development is crucial for understanding human cognitive abilities and vulnerability to neurological and neuropsychiatric disorders. Here, in this study, we created a comparative repository for gene expression, chromatin accessibility and spatial transcriptomics of human and macaque postnatal PFC development at single-cell resolution. Integrative analyses outlined species-specific dynamic trajectories of different cell types, highlighting key windows and gene regulatory networks for processes such as synaptogenesis, synaptic pruning and gliogenesis. We identified regulatory correlates of the prolonged development of human PFC relative to macaques. Glial progenitors showed higher proliferation capability in humans compared to macaques, associated with distinct gene expression profiles. Furthermore, we uncovered cell types and lineages most susceptible to neurodevelopmental and neuropsychiatric disorders, focusing on transcription factors with human-specific expression features. In summary, our discoveries shed light on human-specific regulatory programs extending postnatal cortical maturation through coordinated neuronal and glial development, with implications for cognition and neurodevelopmental disorders.

Indexed as

ChromatinPrefrontal CortexTranscriptomeAnimalsFemaleGene Expression ProfilingGene Expression Regulation, DevelopmentalHumansMacacaMacaca mulattaMaleNeurogenesisNeurogliaNeuronsSingle-Cell AnalysisChromatin

Identifiers

PMID41381947
PMCPMC12971495

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.