An Integrative Genomic and Transcriptomic Analysis Reveals Potential Targets Associated with Cell Proliferation in Uterine Leiomyomas
| Main Author: | |
|---|---|
| Publication Date: | 2013 |
| Other Authors: | , , , , , , |
| 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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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 |
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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 |
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eng |
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eng |
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PLOS ONE 2.766 1,164 |
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