hCoCena: A toolbox for network-based co-expression analysis and horizontal integration of transcriptomic datasets.

Bioinformatics Computer sciences Genomics

Journal

STAR protocols
ISSN: 2666-1667
Titre abrégé: STAR Protoc
Pays: United States
ID NLM: 101769501

Informations de publication

Date de publication:
15 Mar 2024
Historique:
received: 28 11 2023
revised: 09 01 2024
accepted: 13 02 2024
pubmed: 1 3 2024
medline: 1 3 2024
entrez: 1 3 2024
Statut: ppublish

Résumé

As the number and complexity of transcriptomic datasets increase, there is a rising demand for accessible and user-friendly analysis tools. Here, we present hCoCena (horizontal construction of co-expression networks and analysis), a toolbox facilitating the analysis of a single dataset, as well as the joint analysis of multiple datasets. We describe steps for workspace setup, formatting tables, data processing, and network integration. We then detail procedures for gene clustering, gene set enrichment analysis, and transcription factor enrichment analysis. For complete details on the use and execution of this protocol, please refer to Oestreich et al.

Identifiants

pubmed: 38427570
pii: S2666-1667(24)00087-X
doi: 10.1016/j.xpro.2024.102922
pmc: PMC10918327
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

102922

Informations de copyright

Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests The authors declare no competing interests.

Auteurs

Lisa Holsten (L)

Systems Medicine, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany; PRECISE Platform for Single Cell Genomics and Epigenomics, DZNE, and University of Bonn, 53127 Bonn, Germany; Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, 53115 Bonn, Germany; Department of Pediatrics, University Hospital Würzburg, 97080 Würzburg, Germany. Electronic address: lisa.holsten@dzne.de.

Kilian Dahm (K)

Systems Medicine, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany; PRECISE Platform for Single Cell Genomics and Epigenomics, DZNE, and University of Bonn, 53127 Bonn, Germany; Department of Pediatrics, University Hospital Würzburg, 97080 Würzburg, Germany.

Marie Oestreich (M)

Systems Medicine, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany; Modular High-Performance Computing and Artificial Intelligence, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.

Matthias Becker (M)

Systems Medicine, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany; Modular High-Performance Computing and Artificial Intelligence, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.

Thomas Ulas (T)

Systems Medicine, German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany; PRECISE Platform for Single Cell Genomics and Epigenomics, DZNE, and University of Bonn, 53127 Bonn, Germany; Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, 53115 Bonn, Germany. Electronic address: thomas.ulas@uni-bonn.de.

Classifications MeSH