Alternative splicing-mediated cis-regulation in Breast Cancer Risk

Detalhes bibliográficos
Autor(a) principal: Duarte, André Alexandre Rodrigues Besouro
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Texto Completo: http://hdl.handle.net/10400.1/17368
Resumo: Genome-wide association studies (GWAS) were pivotal in identifying genomic variants associated with susceptibility to breast cancer (BC). Given most identified loci are on non-coding regions, unidentified causal variants are predicted to act through cis-regulatory mechanisms. Post- GWAS era relies on functional analysis to identify causal and characterize how risk-associated variants modulate gene expression. To this end several in silico techniques are used associating molecular phenotypes with genotype but most of these focus on transcriptional processes. With this work, I analyse the potential contribution of alternative splicing (AS) altering variants in breast tissue to BC susceptibility. To this end I used RNA-seq data from healthy breast tissue with matching sample genotype. Afterwards, I employed two different packages to independently quantify AS. Splicing Quantitative Trait Loci (sQTL) analysis was performed in order to identify sQTLs, variants associated with changes in splicing patterns. BC GWAS associated single nucleotide polymorphisms (hit-SNPs) were retrieved and co-localization analysis based on ancestry-specific linkage disequilibrium was performed to assess if any of the identified sQTLs is associated with GWAS hit-SNPs. Three loci were identified where sQTLs are co-localized with BC GWAS hit-SNPs. In locus 1p36 variants rs4908724 and rs17229081 are associated with changes in splicing of PARK7, a protein deglycase previously identified as an oncogene. Regarding locus 11q13, 4 sQTLs – rs56984820, rs6591195 and rs9735063 – were identified, reporting changes in splicing patterns of BANF1, responsible for activating genome repair pathways interacting with PARP; with publications proposing as multi-cancer biomarker. Changes in ULK3 splice pattern were associated with variants rs12591513 and rs12898397 on locus 15q24. This gene is a regulator of Hedgehog pathway, whose dysregulation is associated with carcinogenesis. These changes in AS impact isoform ratios resulting in different protein and/or on UTRs, impacting other gene expression regulatory mechanisms. Further functional studies are required to identify causal variants as well as impacted cis-regulatory elements. Thus, variants may increase risk for BC modulating CRE of AS.
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spelling Alternative splicing-mediated cis-regulation in Breast Cancer RiskCancro de mamaEstudos de associação genómicosSplicing alternativoRisco de Cancro da MamaPercentagem de inclusão de splicingGenome-wide association studies (GWAS) were pivotal in identifying genomic variants associated with susceptibility to breast cancer (BC). Given most identified loci are on non-coding regions, unidentified causal variants are predicted to act through cis-regulatory mechanisms. Post- GWAS era relies on functional analysis to identify causal and characterize how risk-associated variants modulate gene expression. To this end several in silico techniques are used associating molecular phenotypes with genotype but most of these focus on transcriptional processes. With this work, I analyse the potential contribution of alternative splicing (AS) altering variants in breast tissue to BC susceptibility. To this end I used RNA-seq data from healthy breast tissue with matching sample genotype. Afterwards, I employed two different packages to independently quantify AS. Splicing Quantitative Trait Loci (sQTL) analysis was performed in order to identify sQTLs, variants associated with changes in splicing patterns. BC GWAS associated single nucleotide polymorphisms (hit-SNPs) were retrieved and co-localization analysis based on ancestry-specific linkage disequilibrium was performed to assess if any of the identified sQTLs is associated with GWAS hit-SNPs. Three loci were identified where sQTLs are co-localized with BC GWAS hit-SNPs. In locus 1p36 variants rs4908724 and rs17229081 are associated with changes in splicing of PARK7, a protein deglycase previously identified as an oncogene. Regarding locus 11q13, 4 sQTLs – rs56984820, rs6591195 and rs9735063 – were identified, reporting changes in splicing patterns of BANF1, responsible for activating genome repair pathways interacting with PARP; with publications proposing as multi-cancer biomarker. Changes in ULK3 splice pattern were associated with variants rs12591513 and rs12898397 on locus 15q24. This gene is a regulator of Hedgehog pathway, whose dysregulation is associated with carcinogenesis. These changes in AS impact isoform ratios resulting in different protein and/or on UTRs, impacting other gene expression regulatory mechanisms. Further functional studies are required to identify causal variants as well as impacted cis-regulatory elements. Thus, variants may increase risk for BC modulating CRE of AS.Maia, Ana TeresaSapientiaDuarte, André Alexandre Rodrigues Besouro2023-04-21T00:30:13Z2021-04-212021-04-21T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.1/17368urn:tid:202807940enginfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-18T17:29:56Zoai:sapientia.ualg.pt:10400.1/17368Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T20:24:28.822489Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Alternative splicing-mediated cis-regulation in Breast Cancer Risk
title Alternative splicing-mediated cis-regulation in Breast Cancer Risk
spellingShingle Alternative splicing-mediated cis-regulation in Breast Cancer Risk
Duarte, André Alexandre Rodrigues Besouro
Cancro de mama
Estudos de associação genómicos
Splicing alternativo
Risco de Cancro da Mama
Percentagem de inclusão de splicing
title_short Alternative splicing-mediated cis-regulation in Breast Cancer Risk
title_full Alternative splicing-mediated cis-regulation in Breast Cancer Risk
title_fullStr Alternative splicing-mediated cis-regulation in Breast Cancer Risk
title_full_unstemmed Alternative splicing-mediated cis-regulation in Breast Cancer Risk
title_sort Alternative splicing-mediated cis-regulation in Breast Cancer Risk
author Duarte, André Alexandre Rodrigues Besouro
author_facet Duarte, André Alexandre Rodrigues Besouro
author_role author
dc.contributor.none.fl_str_mv Maia, Ana Teresa
Sapientia
dc.contributor.author.fl_str_mv Duarte, André Alexandre Rodrigues Besouro
dc.subject.por.fl_str_mv Cancro de mama
Estudos de associação genómicos
Splicing alternativo
Risco de Cancro da Mama
Percentagem de inclusão de splicing
topic Cancro de mama
Estudos de associação genómicos
Splicing alternativo
Risco de Cancro da Mama
Percentagem de inclusão de splicing
description Genome-wide association studies (GWAS) were pivotal in identifying genomic variants associated with susceptibility to breast cancer (BC). Given most identified loci are on non-coding regions, unidentified causal variants are predicted to act through cis-regulatory mechanisms. Post- GWAS era relies on functional analysis to identify causal and characterize how risk-associated variants modulate gene expression. To this end several in silico techniques are used associating molecular phenotypes with genotype but most of these focus on transcriptional processes. With this work, I analyse the potential contribution of alternative splicing (AS) altering variants in breast tissue to BC susceptibility. To this end I used RNA-seq data from healthy breast tissue with matching sample genotype. Afterwards, I employed two different packages to independently quantify AS. Splicing Quantitative Trait Loci (sQTL) analysis was performed in order to identify sQTLs, variants associated with changes in splicing patterns. BC GWAS associated single nucleotide polymorphisms (hit-SNPs) were retrieved and co-localization analysis based on ancestry-specific linkage disequilibrium was performed to assess if any of the identified sQTLs is associated with GWAS hit-SNPs. Three loci were identified where sQTLs are co-localized with BC GWAS hit-SNPs. In locus 1p36 variants rs4908724 and rs17229081 are associated with changes in splicing of PARK7, a protein deglycase previously identified as an oncogene. Regarding locus 11q13, 4 sQTLs – rs56984820, rs6591195 and rs9735063 – were identified, reporting changes in splicing patterns of BANF1, responsible for activating genome repair pathways interacting with PARP; with publications proposing as multi-cancer biomarker. Changes in ULK3 splice pattern were associated with variants rs12591513 and rs12898397 on locus 15q24. This gene is a regulator of Hedgehog pathway, whose dysregulation is associated with carcinogenesis. These changes in AS impact isoform ratios resulting in different protein and/or on UTRs, impacting other gene expression regulatory mechanisms. Further functional studies are required to identify causal variants as well as impacted cis-regulatory elements. Thus, variants may increase risk for BC modulating CRE of AS.
publishDate 2021
dc.date.none.fl_str_mv 2021-04-21
2021-04-21T00:00:00Z
2023-04-21T00:30:13Z
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