SpatialOne: End-to-End analysis of visium data at scale.


Journal

Bioinformatics (Oxford, England)
ISSN: 1367-4811
Titre abrégé: Bioinformatics
Pays: England
ID NLM: 9808944

Informations de publication

Date de publication:
17 Aug 2024
Historique:
received: 09 04 2024
revised: 08 07 2024
accepted: 15 08 2024
medline: 17 8 2024
pubmed: 17 8 2024
entrez: 17 8 2024
Statut: aheadofprint

Résumé

Spatial transcriptomics allow to quantify mRNA expression within the spatial context. Nonetheless, in-depth analysis of spatial transcriptomics data remains challenging and difficult to scale due to the number of methods and libraries required for that purpose. Here we present SpatialOne, an end-to-end pipeline designed to simplify the analysis of 10x Visium data by combining multiple state-of-the-art computational methods to segment, deconvolve and quantify spatial information; this approach streamlines the analysis of reproducible spatial-data at scale. SpatialOne source code and execution examples are available at https://github.com/Sanofi-Public/spatialone-pipeline. SpatialOne is distributed as a docker container image. Supplementary data are available at Bioinformatics online.

Identifiants

pubmed: 39152991
pii: 7734914
doi: 10.1093/bioinformatics/btae509
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© The Author(s) 2024. Published by Oxford University Press.

Auteurs

Mena Kamel (M)

Digital R&D, Sanofi, Paris, France.

Amrut Sarangi (A)

Digital R&D, Sanofi, Paris, France.

Pavel Senin (P)

Digital R&D, Sanofi, Paris, France.

Sergio Villordo (S)

Digital R&D, Sanofi, Paris, France.

Mathew Sunaal (M)

Digital R&D, Sanofi, Paris, France.

Het Barot (H)

Digital R&D, Sanofi, Paris, France.

Seqian Wang (S)

Digital R&D, Sanofi, Paris, France.

Ana Solbas (A)

Digital R&D, Sanofi, Paris, France.

Luis Cano (L)

Precision Medicine & Computational Biology, Sanofi, Paris, France.

Marion Classe (M)

Precision Medicine & Computational Biology, Sanofi, Paris, France.

Ziv Bar-Joseph (Z)

Digital R&D, Sanofi, Paris, France.

Albert Pla Planas (AP)

Digital R&D, Sanofi, Paris, France.

Classifications MeSH