Cargando…

Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies

BACKGROUND: Cryptorchidism is the most frequent congenital disorder in male children; however the genetic causes of cryptorchidism remain poorly investigated. Comparative integratomics combined with systems biology approach was employed to elucidate genetic factors and molecular pathways underlying...

Descripción completa

Detalles Bibliográficos
Autores principales: Cannistraci, Carlo V, Ogorevc, Jernej, Zorc, Minja, Ravasi, Timothy, Dovc, Peter, Kunej, Tanja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3626861/
https://www.ncbi.nlm.nih.gov/pubmed/23410028
http://dx.doi.org/10.1186/1755-8794-6-5
_version_ 1782266258329174016
author Cannistraci, Carlo V
Ogorevc, Jernej
Zorc, Minja
Ravasi, Timothy
Dovc, Peter
Kunej, Tanja
author_facet Cannistraci, Carlo V
Ogorevc, Jernej
Zorc, Minja
Ravasi, Timothy
Dovc, Peter
Kunej, Tanja
author_sort Cannistraci, Carlo V
collection PubMed
description BACKGROUND: Cryptorchidism is the most frequent congenital disorder in male children; however the genetic causes of cryptorchidism remain poorly investigated. Comparative integratomics combined with systems biology approach was employed to elucidate genetic factors and molecular pathways underlying testis descent. METHODS: Literature mining was performed to collect genomic loci associated with cryptorchidism in seven mammalian species. Information regarding the collected candidate genes was stored in MySQL relational database. Genomic view of the loci was presented using Flash GViewer web tool (http://gmod.org/wiki/Flashgviewer/). DAVID Bioinformatics Resources 6.7 was used for pathway enrichment analysis. Cytoscape plug-in PiNGO 1.11 was employed for protein-network-based prediction of novel candidate genes. Relevant protein-protein interactions were confirmed and visualized using the STRING database (version 9.0). RESULTS: The developed cryptorchidism gene atlas includes 217 candidate loci (genes, regions involved in chromosomal mutations, and copy number variations) identified at the genomic, transcriptomic, and proteomic level. Human orthologs of the collected candidate loci were presented using a genomic map viewer. The cryptorchidism gene atlas is freely available online: http://www.integratomics-time.com/cryptorchidism/. Pathway analysis suggested the presence of twelve enriched pathways associated with the list of 179 literature-derived candidate genes. Additionally, a list of 43 network-predicted novel candidate genes was significantly associated with four enriched pathways. Joint pathway analysis of the collected and predicted candidate genes revealed the pivotal importance of the muscle-contraction pathway in cryptorchidism and evidence for genomic associations with cardiomyopathy pathways in RASopathies. CONCLUSIONS: The developed gene atlas represents an important resource for the scientific community researching genetics of cryptorchidism. The collected data will further facilitate development of novel genetic markers and could be of interest for functional studies in animals and human. The proposed network-based systems biology approach elucidates molecular mechanisms underlying co-presence of cryptorchidism and cardiomyopathy in RASopathies. Such approach could also aid in molecular explanation of co-presence of diverse and apparently unrelated clinical manifestations in other syndromes.
format Online
Article
Text
id pubmed-3626861
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-36268612013-04-16 Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies Cannistraci, Carlo V Ogorevc, Jernej Zorc, Minja Ravasi, Timothy Dovc, Peter Kunej, Tanja BMC Med Genomics Research Article BACKGROUND: Cryptorchidism is the most frequent congenital disorder in male children; however the genetic causes of cryptorchidism remain poorly investigated. Comparative integratomics combined with systems biology approach was employed to elucidate genetic factors and molecular pathways underlying testis descent. METHODS: Literature mining was performed to collect genomic loci associated with cryptorchidism in seven mammalian species. Information regarding the collected candidate genes was stored in MySQL relational database. Genomic view of the loci was presented using Flash GViewer web tool (http://gmod.org/wiki/Flashgviewer/). DAVID Bioinformatics Resources 6.7 was used for pathway enrichment analysis. Cytoscape plug-in PiNGO 1.11 was employed for protein-network-based prediction of novel candidate genes. Relevant protein-protein interactions were confirmed and visualized using the STRING database (version 9.0). RESULTS: The developed cryptorchidism gene atlas includes 217 candidate loci (genes, regions involved in chromosomal mutations, and copy number variations) identified at the genomic, transcriptomic, and proteomic level. Human orthologs of the collected candidate loci were presented using a genomic map viewer. The cryptorchidism gene atlas is freely available online: http://www.integratomics-time.com/cryptorchidism/. Pathway analysis suggested the presence of twelve enriched pathways associated with the list of 179 literature-derived candidate genes. Additionally, a list of 43 network-predicted novel candidate genes was significantly associated with four enriched pathways. Joint pathway analysis of the collected and predicted candidate genes revealed the pivotal importance of the muscle-contraction pathway in cryptorchidism and evidence for genomic associations with cardiomyopathy pathways in RASopathies. CONCLUSIONS: The developed gene atlas represents an important resource for the scientific community researching genetics of cryptorchidism. The collected data will further facilitate development of novel genetic markers and could be of interest for functional studies in animals and human. The proposed network-based systems biology approach elucidates molecular mechanisms underlying co-presence of cryptorchidism and cardiomyopathy in RASopathies. Such approach could also aid in molecular explanation of co-presence of diverse and apparently unrelated clinical manifestations in other syndromes. BioMed Central 2013-02-14 /pmc/articles/PMC3626861/ /pubmed/23410028 http://dx.doi.org/10.1186/1755-8794-6-5 Text en Copyright © 2013 Cannistraci et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Cannistraci, Carlo V
Ogorevc, Jernej
Zorc, Minja
Ravasi, Timothy
Dovc, Peter
Kunej, Tanja
Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies
title Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies
title_full Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies
title_fullStr Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies
title_full_unstemmed Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies
title_short Pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in RASopathies
title_sort pivotal role of the muscle-contraction pathway in cryptorchidism and evidence for genomic connections with cardiomyopathy pathways in rasopathies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3626861/
https://www.ncbi.nlm.nih.gov/pubmed/23410028
http://dx.doi.org/10.1186/1755-8794-6-5
work_keys_str_mv AT cannistracicarlov pivotalroleofthemusclecontractionpathwayincryptorchidismandevidenceforgenomicconnectionswithcardiomyopathypathwaysinrasopathies
AT ogorevcjernej pivotalroleofthemusclecontractionpathwayincryptorchidismandevidenceforgenomicconnectionswithcardiomyopathypathwaysinrasopathies
AT zorcminja pivotalroleofthemusclecontractionpathwayincryptorchidismandevidenceforgenomicconnectionswithcardiomyopathypathwaysinrasopathies
AT ravasitimothy pivotalroleofthemusclecontractionpathwayincryptorchidismandevidenceforgenomicconnectionswithcardiomyopathypathwaysinrasopathies
AT dovcpeter pivotalroleofthemusclecontractionpathwayincryptorchidismandevidenceforgenomicconnectionswithcardiomyopathypathwaysinrasopathies
AT kunejtanja pivotalroleofthemusclecontractionpathwayincryptorchidismandevidenceforgenomicconnectionswithcardiomyopathypathwaysinrasopathies