Evidence map›Paper›PMID 41807791›Full record

ArticleArchives of toxicology2026

Single-cell transcriptomics reveals a differential response of human bronchial epithelial cell-types to cadmium chloride.

Fadi Abou Choucha, Rafaël Lopes Goncalves, Thomas Hermet, Jessica Mille, Laetitia Guardini, Mariem Benkhedher, Caroline Lacoux, Marine Gautier-Isola, Baharia Mograbi, Jérémie Roux and 6 more

Abstract read
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Article in Archives of toxicology, 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

16 authors.

Fadi Abou Choucha *CNRS, i3S, Université Côte d'Azur, Valbonne, France.
Rafaël Lopes Goncalves *UMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Thomas HermetUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Jessica MilleUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Laetitia GuardiniUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Mariem BenkhedherUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Caroline LacouxUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Marine Gautier-IsolaUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Baharia MograbiIHU RespirERA, Université Côte d'Azur, Nice, France.
Jérémie RouxUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Françoise CottrezImmunoSearch Labs, Les cyclades, Chemin de Camperousse, Grasse, France.
Bernard MariUMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Hervé GrouxUMR 7413 CNRS Inserm U1081, IRCAN, Université Côte d'Azur, Nice, France.
Claude PasquierCNRS, i3S, Université Côte d'Azur, Valbonne, France.
Roger Rezzonico *UMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France.
Georges Vassaux *UMR CNRS 7275 Inserm U1323, IPMC, Université Côte d'Azur, Valbonne, France. vassaux@ipmc.cnrs.fr.ORCID 0000-0002-1149-7716

Funding

Agence Française de Sécurité Sanitaire de l'Environnement et du Travail AAP PNR EST 0812Agence Nationale de la Recherche ANR-23-IAHU-0007Bpifrance DOS0177167/00
6 · The paper itself

Abstract

Exposure of cells or tissues to chemical compounds can be analyzed through transcriptomic signatures, which can be used to classify chemical agents. This information can also enrich Adverse Outcome Pathways (AOP). Transcriptional signatures have generally been obtained using "bulk" analysis, by which the global gene expression pattern of an entire tissue is determined. Although this approach has been useful in toxicology, some information is lost, especially when tissues containing multiple cell types are considered. With the advent of single-cell transcriptomics (scRNA-seq), it is now possible to obtain higher resolution, cell type-specific responses in complex tissues. The aim of the present study was to evaluate the added value of scRNA-seq in analysis of the acute response of human bronchial epithelial cells grown at the air/liquid interface (ALI) to a known toxic compound, CdCl

Indexed as

BronchiCadmium ChlorideEpithelial CellsTranscriptomeCells, CulturedGene Expression ProfilingHumansSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisCadmium ChlorideALI cultureCadmium chlorideHuman bronchial epitheliumSingle-cell transcriptomics

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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.