Evidence map›Paper›PMID 41276918›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Temporal Transcriptional Regulation of Human Neuronal Differentiation via Forward Programming.

Lingling Zhu, Weiguang Wang, Jian Zhang, Lei Liu, Minpeng Huang, Lei Diao, Shuang Feng, Qiong Yang, Hao Qiu, Bing Pan and 4 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Temporal Transcriptional Regulation of Human Neuronal Differentiation via Forward Programming.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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

14 authors.

Lingling ZhuCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Weiguang WangCodeR Therapeutics, Ltd., Hefei, Anhui, 230027, China.
Jian ZhangCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Lei LiuCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Minpeng HuangCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Lei DiaoCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Shuang FengCodeR Therapeutics, Ltd., Hefei, Anhui, 230027, China.
Qiong YangCodeR Therapeutics, Ltd., Hefei, Anhui, 230027, China.
Hao QiuCodeR Therapeutics, Ltd., Hefei, Anhui, 230027, China.
Bing PanCodeR Therapeutics, Ltd., Hefei, Anhui, 230027, China.
Renee A Reijo PeraMcLaughlin Research Institute, Great Falls, MT, 59405, USA.
Ji LiuCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Ninuo XiaCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
Fang FangCenter for Reproduction and Genetics, Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.ORCID https://orcid.org/0000-0002-5272-302X

Funding

Modulation of Exosome Release for Functional Restoration in Age-related Retinal DisordersP20GM152335 · NIGMS · MC LAUGHLIN RESEARCH INSTITUTE · PI Renee A Reijo Pera · 2024 to 2026
$11.1M
Anhui Provincial Natural Science Foundation 2108085QH326China Postdoctoral Science Foundation 2021M693084China Special Funding for In-Station Postdocs 2022T150625Fundamental Research Funds from University of Science and Technology of China WK9110000141;YD9100002007National Key R&D Program of China 2022YFA0806301National Natural Science Foundation of China 82571915NIGMS NIH HHS P20 GM152335Research Funds of Center for Advanced Interdisciplinary Science and Biomedicine of IHM QYPY20220002
6 · The paper itself

Abstract

Human pluripotent stem cells (hPSCs) serve as a powerful model for studying human neuronal differentiation, yet the temporal control of this process remains poorly understood. This study compares two differentiation systems with distinct timing of differentiation: transcription factor (TF)-induced forward programming and stepwise cellular differentiation by dual-SMAD (DS) inhibition. The analyses reveal that divergent cellular trajectories drive distinct neurogenesis timing. Multi-omic analysis identifies crucial gene regulatory networks (GRNs) that govern cell fate determination and timing control. Perturbation of these GRNs modulates the timing of neurogenesis and neuronal maturation. Specifically, OLIG family TFs, enriched in the TF-induced system, promoted cell cycle exit via NOTCH signaling regulation; their ablation delays neurogenesis in this system. Additionally, NEUROD2 overexpression after neurogenesis accelerated in vitro neuronal maturation in both TF- and DS-induced differentiating cells by enhanced activation of maturation gene modules. These findings elucidate transcriptional mechanisms governing differentiation timing and provide a framework for rationally designing timing-controlled in vitro differentiation strategies.

Indexed as

Cell DifferentiationNeurogenesisNeuronsPluripotent Stem CellsGene Regulatory NetworksHumansTranscription FactorsTranscription Factorsdevelopmental timinggene regulatory networks (GRNs)multi‐omic analysisneuronal differentiationstepwise cellular differentiationtime‐course single‐cell RNA sequencingtranscription factor‐induced forward programming

Identifiers

PMID41276918
PMCPMC12866710

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.