Evidence map›Paper›PMID 42724731›Full record

ArticleiScience2026

Single-cell mapping of homocysteine-induced perturbations in avian embryogenesis using LMO and BD rhapsody transcriptomics.

Stéphanie Maupetit-Méhouas, Felipe Maurelia, Pouria Hosseinnia, Nicolas Allègre, Yoan Renaud, Jonas Cruzel, Claire Chazaud, Charlène Guillot

Abstract read
In one paragraph

Article in iScience, 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 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

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

8 authors.

Stéphanie Maupetit-MéhouasUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Felipe MaureliaUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Pouria HosseinniaUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Nicolas AllègreUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Yoan RenaudUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Jonas CruzelUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Claire ChazaudUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.
Charlène GuillotUniversité Clermont Auvergne, CNRS (UMR6293), INSERM (U1103), GReD Institute, Faculté de Médecine, 63000 Clermont-Ferrand, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-cell RNA sequencing enables the study of cellular heterogeneity and the effects of environmental perturbations across complex tissues. However, subtle biological responses can be obscured by experimental noise, sample-specific processing, and computational integration. Here, we combined lipid-modified oligonucleotide cell tagging with the BD Rhapsody platform to multiplex early embryonic chick cells exposed to different homocysteine conditions. This species-agnostic approach enabled robust sample barcoding, simultaneous processing of treatment conditions, and recovery of high-quality single-cell transcriptomes from heterogeneous embryonic tail tissues. By comparing non-integrated and integrated analyses, we found that integration preserved broad cell identities but could mask cluster-specific transcriptional signatures in sensitive populations. Using the non-integrated multiplexed dataset, we identified homocysteine-associated transcriptional changes in neuromesodermal progenitor-derived populations and linked them to posterior mesodermal and axis elongation defects. This workflow provides an adaptable strategy for detecting subtle treatment effects in non-traditional developmental models.

Indexed as

BD Rhapsodychick embryonic cellsenvironmental perturbationslipid modified oligonucleotidesmultiplexingsingle-cell RNA sequencing

Identifiers

PMID42724731
PMCPMC13560026

What OpenQuestion 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 OpenQuestion graph.