An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas

Bibliographic Details
Main Author: Da Cirilo, Priscilaniele Ramos [UNESP]
Publication Date: 2013
Other Authors: Marchi, Fábio Albuquerque, de Barros Filho, Mateus Camargo, Rocha, Rafael Malagoli, Domingues, Maria Aparecida Custódio [UNESP], Jurisica, Igor, Pontes, Anaglória [UNESP], Rogatto, Silvia Regina [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.1371/journal.pone.0057901
http://hdl.handle.net/11449/74797
Summary: Background: Uterine Leiomyomas (ULs) are the most common benign tumours affecting women of reproductive age. ULs represent a major problem in public health, as they are the main indication for hysterectomy. Approximately 40-50% of ULs have non-random cytogenetic abnormalities, and half of ULs may have copy number alterations (CNAs). Gene expression microarrays studies have demonstrated that cell proliferation genes act in response to growth factors and steroids. However, only a few genes mapping to CNAs regions were found to be associated with ULs. Methodology: We applied an integrative analysis using genomic and transcriptomic data to identify the pathways and molecular markers associated with ULs. Fifty-one fresh frozen specimens were evaluated by array CGH (JISTIC) and gene expression microarrays (SAM). The CONEXIC algorithm was applied to integrate the data. Principal Findings: The integrated analysis identified the top 30 significant genes (P<0.01), which comprised genes associated with cancer, whereas the protein-protein interaction analysis indicated a strong association between FANCA and BRCA1. Functional in silico analysis revealed target molecules for drugs involved in cell proliferation, including FGFR1 and IGFBP5. Transcriptional and protein analyses showed that FGFR1 (P = 0.006 and P<0.01, respectively) and IGFBP5 (P = 0.0002 and P = 0.006, respectively) were up-regulated in the tumours when compared with the adjacent normal myometrium. Conclusions: The integrative genomic and transcriptomic approach indicated that FGFR1 and IGFBP5 amplification, as well as the consequent up-regulation of the protein products, plays an important role in the aetiology of ULs and thus provides data for potential drug therapies development to target genes associated with cellular proliferation in ULs. © 2013 Cirilo et al.
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spelling An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine LeiomyomasBRCA1 proteinFanconi anemia group A proteinfibroblast growth factor receptor 1somatomedin binding protein 5tumor markeradultcell proliferationcomparative genomic hybridizationcomputer modeldata analysisfemalegene expressiongene identificationgenetic algorithmgenetic screeninggenomicshumanhuman cellhuman tissuemajor clinical studymicroarray analysismolecular biologymyometriumnucleotide sequenceprotein analysisprotein protein interactiontarget celltissue sectiontranscriptomicstumor geneupregulationuterus myomaCell ProliferationCluster AnalysisDatabases, GeneticDNA Copy Number VariationsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticGenes, NeoplasmGenomicsHepatic Stellate CellsHumansImmunohistochemistryInsulin-Like Growth Factor Binding Protein 5LeiomyomaMicroRNAsProtein Interaction MapsReceptor, Fibroblast Growth Factor, Type 1Reproducibility of ResultsReverse Transcriptase Polymerase Chain ReactionSignal TransductionUterine NeoplasmsBackground: Uterine Leiomyomas (ULs) are the most common benign tumours affecting women of reproductive age. ULs represent a major problem in public health, as they are the main indication for hysterectomy. Approximately 40-50% of ULs have non-random cytogenetic abnormalities, and half of ULs may have copy number alterations (CNAs). Gene expression microarrays studies have demonstrated that cell proliferation genes act in response to growth factors and steroids. However, only a few genes mapping to CNAs regions were found to be associated with ULs. Methodology: We applied an integrative analysis using genomic and transcriptomic data to identify the pathways and molecular markers associated with ULs. Fifty-one fresh frozen specimens were evaluated by array CGH (JISTIC) and gene expression microarrays (SAM). The CONEXIC algorithm was applied to integrate the data. Principal Findings: The integrated analysis identified the top 30 significant genes (P<0.01), which comprised genes associated with cancer, whereas the protein-protein interaction analysis indicated a strong association between FANCA and BRCA1. Functional in silico analysis revealed target molecules for drugs involved in cell proliferation, including FGFR1 and IGFBP5. Transcriptional and protein analyses showed that FGFR1 (P = 0.006 and P<0.01, respectively) and IGFBP5 (P = 0.0002 and P = 0.006, respectively) were up-regulated in the tumours when compared with the adjacent normal myometrium. Conclusions: The integrative genomic and transcriptomic approach indicated that FGFR1 and IGFBP5 amplification, as well as the consequent up-regulation of the protein products, plays an important role in the aetiology of ULs and thus provides data for potential drug therapies development to target genes associated with cellular proliferation in ULs. © 2013 Cirilo et al.Department of Genetics Institute of Biosciences UNESP - São Paulo State University, Botucatu, São PauloCIPE - NeoGene Laboratory, AC Camargo Hospital Fundação Antonio Prudente, São Paulo, São PauloInter-institutional Grad Program on Bioinformatics Institute of Mathematics and Statistics USP - São Paulo University, São Paulo, São PauloDepartment of Anatomic Pathology AC Camargo Hospital Fundação Antonio Prudente, São Paulo, São PauloDepartment of Pathology School of Medicine UNESP - São Paulo State University, Botucatu, São PauloOntario Cancer Institute The Campbell Family Institute for Cancer Research, and Techna Institute University Health Network, Toronto, ONDepartment of Gynaecology and Obstetrics School of Medicine São Paulo State University, Botucatu, São PauloDepartment of Urology School of Medicine UNESP - São Paulo State University, Botucatu, São PauloDepartment of Genetics Institute of Biosciences UNESP - São Paulo State University, Botucatu, São PauloDepartment of Pathology School of Medicine UNESP - São Paulo State University, Botucatu, São PauloDepartment of Gynaecology and Obstetrics School of Medicine São Paulo State University, Botucatu, São PauloDepartment of Urology School of Medicine UNESP - São Paulo State University, Botucatu, São PauloUniversidade Estadual Paulista (Unesp)Fundação Antonio Prudente, São PauloUniversidade de São Paulo (USP)University Health NetworkDa Cirilo, Priscilaniele Ramos [UNESP]Marchi, Fábio Albuquerquede Barros Filho, Mateus CamargoRocha, Rafael MalagoliDomingues, Maria Aparecida Custódio [UNESP]Jurisica, IgorPontes, Anaglória [UNESP]Rogatto, Silvia Regina [UNESP]2014-05-27T11:28:38Z2014-05-27T11:28:38Z2013-03-04info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1371/journal.pone.0057901PLoS ONE, v. 8, n. 3, 2013.1932-6203http://hdl.handle.net/11449/7479710.1371/journal.pone.0057901WOS:0003156349000512-s2.0-848745824622-s2.0-84874582462.pdf051417865466768422599865462655790585723113037140Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengPLOS ONE2.7661,164info:eu-repo/semantics/openAccess2024-10-11T15:15:50Zoai:repositorio.unesp.br:11449/74797Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-03-28T14:54:45.281623Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
title An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
spellingShingle An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
Da Cirilo, Priscilaniele Ramos [UNESP]
BRCA1 protein
Fanconi anemia group A protein
fibroblast growth factor receptor 1
somatomedin binding protein 5
tumor marker
adult
cell proliferation
comparative genomic hybridization
computer model
data analysis
female
gene expression
gene identification
genetic algorithm
genetic screening
genomics
human
human cell
human tissue
major clinical study
microarray analysis
molecular biology
myometrium
nucleotide sequence
protein analysis
protein protein interaction
target cell
tissue section
transcriptomics
tumor gene
upregulation
uterus myoma
Cell Proliferation
Cluster Analysis
Databases, Genetic
DNA Copy Number Variations
Female
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Genes, Neoplasm
Genomics
Hepatic Stellate Cells
Humans
Immunohistochemistry
Insulin-Like Growth Factor Binding Protein 5
Leiomyoma
MicroRNAs
Protein Interaction Maps
Receptor, Fibroblast Growth Factor, Type 1
Reproducibility of Results
Reverse Transcriptase Polymerase Chain Reaction
Signal Transduction
Uterine Neoplasms
title_short An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
title_full An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
title_fullStr An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
title_full_unstemmed An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
title_sort An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
author Da Cirilo, Priscilaniele Ramos [UNESP]
author_facet Da Cirilo, Priscilaniele Ramos [UNESP]
Marchi, Fábio Albuquerque
de Barros Filho, Mateus Camargo
Rocha, Rafael Malagoli
Domingues, Maria Aparecida Custódio [UNESP]
Jurisica, Igor
Pontes, Anaglória [UNESP]
Rogatto, Silvia Regina [UNESP]
author_role author
author2 Marchi, Fábio Albuquerque
de Barros Filho, Mateus Camargo
Rocha, Rafael Malagoli
Domingues, Maria Aparecida Custódio [UNESP]
Jurisica, Igor
Pontes, Anaglória [UNESP]
Rogatto, Silvia Regina [UNESP]
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Fundação Antonio Prudente, São Paulo
Universidade de São Paulo (USP)
University Health Network
dc.contributor.author.fl_str_mv Da Cirilo, Priscilaniele Ramos [UNESP]
Marchi, Fábio Albuquerque
de Barros Filho, Mateus Camargo
Rocha, Rafael Malagoli
Domingues, Maria Aparecida Custódio [UNESP]
Jurisica, Igor
Pontes, Anaglória [UNESP]
Rogatto, Silvia Regina [UNESP]
dc.subject.por.fl_str_mv BRCA1 protein
Fanconi anemia group A protein
fibroblast growth factor receptor 1
somatomedin binding protein 5
tumor marker
adult
cell proliferation
comparative genomic hybridization
computer model
data analysis
female
gene expression
gene identification
genetic algorithm
genetic screening
genomics
human
human cell
human tissue
major clinical study
microarray analysis
molecular biology
myometrium
nucleotide sequence
protein analysis
protein protein interaction
target cell
tissue section
transcriptomics
tumor gene
upregulation
uterus myoma
Cell Proliferation
Cluster Analysis
Databases, Genetic
DNA Copy Number Variations
Female
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Genes, Neoplasm
Genomics
Hepatic Stellate Cells
Humans
Immunohistochemistry
Insulin-Like Growth Factor Binding Protein 5
Leiomyoma
MicroRNAs
Protein Interaction Maps
Receptor, Fibroblast Growth Factor, Type 1
Reproducibility of Results
Reverse Transcriptase Polymerase Chain Reaction
Signal Transduction
Uterine Neoplasms
topic BRCA1 protein
Fanconi anemia group A protein
fibroblast growth factor receptor 1
somatomedin binding protein 5
tumor marker
adult
cell proliferation
comparative genomic hybridization
computer model
data analysis
female
gene expression
gene identification
genetic algorithm
genetic screening
genomics
human
human cell
human tissue
major clinical study
microarray analysis
molecular biology
myometrium
nucleotide sequence
protein analysis
protein protein interaction
target cell
tissue section
transcriptomics
tumor gene
upregulation
uterus myoma
Cell Proliferation
Cluster Analysis
Databases, Genetic
DNA Copy Number Variations
Female
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Genes, Neoplasm
Genomics
Hepatic Stellate Cells
Humans
Immunohistochemistry
Insulin-Like Growth Factor Binding Protein 5
Leiomyoma
MicroRNAs
Protein Interaction Maps
Receptor, Fibroblast Growth Factor, Type 1
Reproducibility of Results
Reverse Transcriptase Polymerase Chain Reaction
Signal Transduction
Uterine Neoplasms
description Background: Uterine Leiomyomas (ULs) are the most common benign tumours affecting women of reproductive age. ULs represent a major problem in public health, as they are the main indication for hysterectomy. Approximately 40-50% of ULs have non-random cytogenetic abnormalities, and half of ULs may have copy number alterations (CNAs). Gene expression microarrays studies have demonstrated that cell proliferation genes act in response to growth factors and steroids. However, only a few genes mapping to CNAs regions were found to be associated with ULs. Methodology: We applied an integrative analysis using genomic and transcriptomic data to identify the pathways and molecular markers associated with ULs. Fifty-one fresh frozen specimens were evaluated by array CGH (JISTIC) and gene expression microarrays (SAM). The CONEXIC algorithm was applied to integrate the data. Principal Findings: The integrated analysis identified the top 30 significant genes (P<0.01), which comprised genes associated with cancer, whereas the protein-protein interaction analysis indicated a strong association between FANCA and BRCA1. Functional in silico analysis revealed target molecules for drugs involved in cell proliferation, including FGFR1 and IGFBP5. Transcriptional and protein analyses showed that FGFR1 (P = 0.006 and P<0.01, respectively) and IGFBP5 (P = 0.0002 and P = 0.006, respectively) were up-regulated in the tumours when compared with the adjacent normal myometrium. Conclusions: The integrative genomic and transcriptomic approach indicated that FGFR1 and IGFBP5 amplification, as well as the consequent up-regulation of the protein products, plays an important role in the aetiology of ULs and thus provides data for potential drug therapies development to target genes associated with cellular proliferation in ULs. © 2013 Cirilo et al.
publishDate 2013
dc.date.none.fl_str_mv 2013-03-04
2014-05-27T11:28:38Z
2014-05-27T11:28:38Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1371/journal.pone.0057901
PLoS ONE, v. 8, n. 3, 2013.
1932-6203
http://hdl.handle.net/11449/74797
10.1371/journal.pone.0057901
WOS:000315634900051
2-s2.0-84874582462
2-s2.0-84874582462.pdf
0514178654667684
2259986546265579
0585723113037140
url http://dx.doi.org/10.1371/journal.pone.0057901
http://hdl.handle.net/11449/74797
identifier_str_mv PLoS ONE, v. 8, n. 3, 2013.
1932-6203
10.1371/journal.pone.0057901
WOS:000315634900051
2-s2.0-84874582462
2-s2.0-84874582462.pdf
0514178654667684
2259986546265579
0585723113037140
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv PLOS ONE
2.766
1,164
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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