Evidence map›Paper›PMID 41171913›Full record

ArticleScience advances2025

BrainSTEM: A single-cell multiresolution fetal brain atlas reveals transcriptomic fidelity of human midbrain cultures.

Hilary S Y Toh, Lisheng Xu, Carissa Chen, Pengyi Yang, Alfred X Sun, John F Ouyang

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. TFAM Dependent Mitochondrial Fitness Limits CD8bioRxiv : the preprint server for biology · 2026
    Article
  2. Article
  3. Review
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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

6 authors.

Hilary S Y TohDuke-NUS Medical School, Signature Research Program in Neuroscience and Behavioural Disorders, Singapore, Singapore.ORCID 0009-0007-7817-4915
Lisheng XuDuke-NUS Medical School, Signature Research Program in Neuroscience and Behavioural Disorders, Singapore, Singapore.ORCID 0009-0003-4967-8904
Carissa ChenComputational Systems Biology Unit, Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia.ORCID 0000-0002-9225-7086
Pengyi YangComputational Systems Biology Unit, Children's Medical Research Institute, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia.ORCID 0000-0003-1098-3138
Alfred X SunDuke-NUS Medical School, Signature Research Program in Neuroscience and Behavioural Disorders, Singapore, Singapore.ORCID 0000-0002-7893-2006
John F OuyangDuke-NUS Medical School, Centre for Computational Biology, Singapore, Singapore.ORCID 0000-0002-1239-1577

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Protocols for deriving midbrain dopaminergic (mDA) neurons for Parkinson's disease (PD) modeling and therapy remain incompletely benchmarked against in vivo references. To establish transcriptomic standards, we generated an integrated human fetal whole-brain atlas and a midbrain subatlas. Whole-brain analysis revealed strong region-specific signatures, underscoring the need for global mapping before refined midbrain annotation. We implemented this two-tier strategy, BrainSTEM (Brain Single-cell Two tiEr Mapping), to systematically reassess published single-cell datasets of human midbrain culture models. BrainSTEM confirmed the presence of bona fide midbrain cell types ("on-target"), but also revealed substantial populations aligning with nonmidbrain regions ("off-target"), inflating reported mDA yields across protocols. This unbiased framework enables rigorous evaluation of differentiation outcomes, clarifies current limitations of midbrain-directed models, and provides a foundation for refining protocols toward more faithful in vitro systems for PD research and regenerative applications.

Indexed as

Brain StemMesencephalonSingle-Cell AnalysisTranscriptomeAtlases as TopicCell DifferentiationCells, CulturedDopaminergic NeuronsFetusGene Expression ProfilingHumans

Identifiers

PMID41171913
PMCPMC12577693

What Socratic holds

Textmetadata
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 Socratic graph.