Evidence map›Paper›PMID 42062849›Full record

ArticleMolecular medicine (Cambridge, Mass.)2026

Single-cell analysis reveals cellular heterogeneity and limits of marker-based assessment in retinal ganglion cell-enriched organoid cultures.

Jessica Yuen Wuen Ma, Dulce B Vargas-Landin, Janya Grainok, Alice Pébay

Abstract read
In one paragraph

Article in Molecular medicine (Cambridge, Mass.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

4 authors.

Jessica Yuen Wuen MaDepartment of Anatomy and Physiology, The University of Melbourne, Parkville, VIC, 3010, Australia. jessica.ma@unimelb.edu.au.
Dulce B Vargas-LandinPYC Therapeutics, Nedlands, WA, 6009, Australia.
Janya GrainokPYC Therapeutics, Nedlands, WA, 6009, Australia.
Alice PébayDepartment of Anatomy and Physiology, The University of Melbourne, Parkville, VIC, 3010, Australia. apebay@unimelb.edu.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human pluripotent stem cell (hPSC)-derived retinal organoids provide an in vitro system for generating retinal ganglion cells (RGCs), yet the cellular composition and developmental fidelity of RGC-enriched cultures remain insufficiently characterised. Here, we tested an RGC-enriched approach involving dissociation of hPSC-derived retinal organoids at day 40, corresponding to peak expression of RGC markers, followed by two-dimensional culture conditions intended to enrich for RGC survival. Flow cytometry was used to assess the expression of RGC markers, including POU4F, ISL1, SNCG, and THY1. Across four samples, POU4F expression ranged from 79-95%, ISL1 from 18-58%, SNCG from 22-91% and THY1 from 3-29%, indicating substantial variability between markers and samples. Single-cell RNA sequencing analysis of 73,642 cells identified multiple retinal lineages, including retinal progenitors, RGCs, photoreceptor-committed cells, amacrine and horizontal cells, and retinal pigment epithelium (RPE), as well as off-target populations comprising HOX-enriched posterior neural cells and other cell types. Cellular composition varied across samples. Transcriptomically defined RGCs accounted for 19-45% of cells across samples, with different RGC subclusters identified. These findings indicate that marker-based assessments alone may overestimate RGC identity and reveal substantial cellular heterogeneity, including partially specified RGC states and off-target populations. Accordingly, the term "RGC-enriched" is used in a relative sense based on comparison with previously published scRNA-seq-validated differentiation studies rather than indicating complete lineage purity. Interpretation of RGC enrichment should consider differences between protein- and transcript-based measurements, sampling variability between assays, and the incomplete specification of functional RGC subtypes.

Indexed as

BiomarkersOrganoidsRetinal Ganglion CellsSingle-Cell AnalysisCell DifferentiationCell LineageHumansPluripotent Stem CellsSingle-Cell Gene Expression AnalysisBiomarkersDifferentiationhPSCRetinal ganglion cellsRetinal organoidsSingle-cell RNA sequencing

Identifiers

PMID42062849
PMCPMC13339495

What Socratic 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 Socratic graph.