Cargando…

SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions

microRNAs (miRNAs) are post-transcriptional regulators involved in many biological processes and human diseases, including cancer. The majority of transcripts compete over a limited pool of miRNAs, giving rise to a complex network of competing endogenous RNA (ceRNA) interactions. Currently, gene-reg...

Descripción completa

Detalles Bibliográficos
Autores principales: Hoffmann, Markus, Pachl, Elisabeth, Hartung, Michael, Stiegler, Veronika, Baumbach, Jan, Schulz, Marcel H, List, Markus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8210024/
https://www.ncbi.nlm.nih.gov/pubmed/34316695
http://dx.doi.org/10.1093/narcan/zcaa042
_version_ 1783709230984855552
author Hoffmann, Markus
Pachl, Elisabeth
Hartung, Michael
Stiegler, Veronika
Baumbach, Jan
Schulz, Marcel H
List, Markus
author_facet Hoffmann, Markus
Pachl, Elisabeth
Hartung, Michael
Stiegler, Veronika
Baumbach, Jan
Schulz, Marcel H
List, Markus
author_sort Hoffmann, Markus
collection PubMed
description microRNAs (miRNAs) are post-transcriptional regulators involved in many biological processes and human diseases, including cancer. The majority of transcripts compete over a limited pool of miRNAs, giving rise to a complex network of competing endogenous RNA (ceRNA) interactions. Currently, gene-regulatory networks focus mostly on transcription factor-mediated regulation, and dedicated efforts for charting ceRNA regulatory networks are scarce. Recently, it became possible to infer ceRNA interactions genome-wide from matched gene and miRNA expression data. Here, we inferred ceRNA regulatory networks for 22 cancer types and a pan-cancer ceRNA network based on data from The Cancer Genome Atlas. To make these networks accessible to the biomedical community, we present SPONGEdb, a database offering a user-friendly web interface to browse and visualize ceRNA interactions and an application programming interface accessible by accompanying R and Python packages. SPONGEdb allows researchers to identify potent ceRNA regulators via network centrality measures and to assess their potential as cancer biomarkers through survival, cancer hallmark and gene set enrichment analysis. In summary, SPONGEdb is a feature-rich web resource supporting the community in studying ceRNA regulation within and across cancer types.
format Online
Article
Text
id pubmed-8210024
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-82100242021-07-26 SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions Hoffmann, Markus Pachl, Elisabeth Hartung, Michael Stiegler, Veronika Baumbach, Jan Schulz, Marcel H List, Markus NAR Cancer Cancer Data Resource microRNAs (miRNAs) are post-transcriptional regulators involved in many biological processes and human diseases, including cancer. The majority of transcripts compete over a limited pool of miRNAs, giving rise to a complex network of competing endogenous RNA (ceRNA) interactions. Currently, gene-regulatory networks focus mostly on transcription factor-mediated regulation, and dedicated efforts for charting ceRNA regulatory networks are scarce. Recently, it became possible to infer ceRNA interactions genome-wide from matched gene and miRNA expression data. Here, we inferred ceRNA regulatory networks for 22 cancer types and a pan-cancer ceRNA network based on data from The Cancer Genome Atlas. To make these networks accessible to the biomedical community, we present SPONGEdb, a database offering a user-friendly web interface to browse and visualize ceRNA interactions and an application programming interface accessible by accompanying R and Python packages. SPONGEdb allows researchers to identify potent ceRNA regulators via network centrality measures and to assess their potential as cancer biomarkers through survival, cancer hallmark and gene set enrichment analysis. In summary, SPONGEdb is a feature-rich web resource supporting the community in studying ceRNA regulation within and across cancer types. Oxford University Press 2021-01-06 /pmc/articles/PMC8210024/ /pubmed/34316695 http://dx.doi.org/10.1093/narcan/zcaa042 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of NAR Cancer. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Cancer Data Resource
Hoffmann, Markus
Pachl, Elisabeth
Hartung, Michael
Stiegler, Veronika
Baumbach, Jan
Schulz, Marcel H
List, Markus
SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions
title SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions
title_full SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions
title_fullStr SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions
title_full_unstemmed SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions
title_short SPONGEdb: a pan-cancer resource for competing endogenous RNA interactions
title_sort spongedb: a pan-cancer resource for competing endogenous rna interactions
topic Cancer Data Resource
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8210024/
https://www.ncbi.nlm.nih.gov/pubmed/34316695
http://dx.doi.org/10.1093/narcan/zcaa042
work_keys_str_mv AT hoffmannmarkus spongedbapancancerresourceforcompetingendogenousrnainteractions
AT pachlelisabeth spongedbapancancerresourceforcompetingendogenousrnainteractions
AT hartungmichael spongedbapancancerresourceforcompetingendogenousrnainteractions
AT stieglerveronika spongedbapancancerresourceforcompetingendogenousrnainteractions
AT baumbachjan spongedbapancancerresourceforcompetingendogenousrnainteractions
AT schulzmarcelh spongedbapancancerresourceforcompetingendogenousrnainteractions
AT listmarkus spongedbapancancerresourceforcompetingendogenousrnainteractions