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Genome-wide contribution of common short-tandem repeats to Parkinson's disease genetic risk
Parkinson's disease is a complex neurodegenerative disorder with a strong genetic component, for which most known disease-associated variants are single nucleotide polymorphisms (SNPs) and small insertions and deletions (indels). DNA repetitive elements account for >50% of the human genome;...
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Published in: | Brain (London, England : 1878) England : 1878), 2023-01, Vol.146 (1), p.65-74 |
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description | Parkinson's disease is a complex neurodegenerative disorder with a strong genetic component, for which most known disease-associated variants are single nucleotide polymorphisms (SNPs) and small insertions and deletions (indels). DNA repetitive elements account for >50% of the human genome; however, little is known of their contribution to Parkinson's disease aetiology. While select short tandem repeats (STRs) within candidate genes have been studied in Parkinson's disease, their genome-wide contribution remains unknown. Here we present the first genome-wide association study of STRs in Parkinson's disease. Through a meta-analysis of 16 imputed genome-wide association study cohorts from the International Parkinson's Disease Genomic Consortium (IPDGC), totalling 39 087 individuals (16 642 cases and 22 445 controls of European ancestry), we identified 34 genome-wide significant STR loci (P < 5.34 × 10-6), with the strongest signal located in KANSL1 [chr17:44 205 351:[T]11, P = 3 × 10-39, odds ratio = 1.31 (95% confidence interval = 1.26-1.36)]. Conditional-joint analyses suggested that four significant STRs mapping nearby NDUFAF2, TRIML2, MIRNA-129-1 and NCOR1 were independent from known risk SNPs. Including STRs in heritability estimates increased the variance explained by SNPs alone. Gene expression analysis of STRs (eSTRs) in RNA sequencing data from 13 brain regions identified significant associations of STRs influencing the expression of multiple genes, including known Parkinson's disease genes. Further functional annotation of candidate STRs revealed that significant eSTRs within NUDFAF2 and ZSWIM7 overlap with regulatory features and are associated with change in the expression levels of nearby genes. Here, we show that STRs at known and novel candidate loci contribute to Parkinson's disease risk and have functional effects in disease-relevant tissues and pathways, supporting previously reported disease-associated genes and giving further evidence for their functional prioritization. These data represent a valuable resource for researchers currently dissecting Parkinson's disease risk loci. |
doi_str_mv | 10.1093/brain/awac301 |
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DNA repetitive elements account for >50% of the human genome; however, little is known of their contribution to Parkinson's disease aetiology. While select short tandem repeats (STRs) within candidate genes have been studied in Parkinson's disease, their genome-wide contribution remains unknown. Here we present the first genome-wide association study of STRs in Parkinson's disease. Through a meta-analysis of 16 imputed genome-wide association study cohorts from the International Parkinson's Disease Genomic Consortium (IPDGC), totalling 39 087 individuals (16 642 cases and 22 445 controls of European ancestry), we identified 34 genome-wide significant STR loci (P < 5.34 × 10-6), with the strongest signal located in KANSL1 [chr17:44 205 351:[T]11, P = 3 × 10-39, odds ratio = 1.31 (95% confidence interval = 1.26-1.36)]. Conditional-joint analyses suggested that four significant STRs mapping nearby NDUFAF2, TRIML2, MIRNA-129-1 and NCOR1 were independent from known risk SNPs. Including STRs in heritability estimates increased the variance explained by SNPs alone. Gene expression analysis of STRs (eSTRs) in RNA sequencing data from 13 brain regions identified significant associations of STRs influencing the expression of multiple genes, including known Parkinson's disease genes. Further functional annotation of candidate STRs revealed that significant eSTRs within NUDFAF2 and ZSWIM7 overlap with regulatory features and are associated with change in the expression levels of nearby genes. Here, we show that STRs at known and novel candidate loci contribute to Parkinson's disease risk and have functional effects in disease-relevant tissues and pathways, supporting previously reported disease-associated genes and giving further evidence for their functional prioritization. These data represent a valuable resource for researchers currently dissecting Parkinson's disease risk loci.</description><identifier>ISSN: 0006-8950</identifier><identifier>EISSN: 1460-2156</identifier><identifier>DOI: 10.1093/brain/awac301</identifier><identifier>PMID: 36347471</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Carrier Proteins - genetics ; Genetic Predisposition to Disease - genetics ; Genome, Human ; Genome-Wide Association Study ; Humans ; MicroRNAs ; Microsatellite Repeats - genetics ; Original ; Parkinson Disease - genetics ; Polymorphism, Single Nucleotide - genetics ; Risk Factors</subject><ispartof>Brain (London, England : 1878), 2023-01, Vol.146 (1), p.65-74</ispartof><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c388t-303c04d8645692a8170bcae5f92b20ef2feb6d137eff999314012dc67c39661c3</citedby><cites>FETCH-LOGICAL-c388t-303c04d8645692a8170bcae5f92b20ef2feb6d137eff999314012dc67c39661c3</cites><orcidid>0000-0003-0332-234X ; 0000-0002-6985-0658 ; 0000-0002-4716-1886 ; 0000-0003-2679-9503 ; 0000-0001-9358-8111 ; 0000-0002-7103-6671</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36347471$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bustos, Bernabe I</creatorcontrib><creatorcontrib>Billingsley, Kimberley</creatorcontrib><creatorcontrib>Blauwendraat, Cornelis</creatorcontrib><creatorcontrib>Gibbs, J Raphael</creatorcontrib><creatorcontrib>Gan-Or, Ziv</creatorcontrib><creatorcontrib>Krainc, Dimitri</creatorcontrib><creatorcontrib>Singleton, Andrew B</creatorcontrib><creatorcontrib>Lubbe, Steven J</creatorcontrib><creatorcontrib>International Parkinson’s Disease Genomics Consortium (IPDGC)</creatorcontrib><title>Genome-wide contribution of common short-tandem repeats to Parkinson's disease genetic risk</title><title>Brain (London, England : 1878)</title><addtitle>Brain</addtitle><description>Parkinson's disease is a complex neurodegenerative disorder with a strong genetic component, for which most known disease-associated variants are single nucleotide polymorphisms (SNPs) and small insertions and deletions (indels). 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Including STRs in heritability estimates increased the variance explained by SNPs alone. Gene expression analysis of STRs (eSTRs) in RNA sequencing data from 13 brain regions identified significant associations of STRs influencing the expression of multiple genes, including known Parkinson's disease genes. Further functional annotation of candidate STRs revealed that significant eSTRs within NUDFAF2 and ZSWIM7 overlap with regulatory features and are associated with change in the expression levels of nearby genes. Here, we show that STRs at known and novel candidate loci contribute to Parkinson's disease risk and have functional effects in disease-relevant tissues and pathways, supporting previously reported disease-associated genes and giving further evidence for their functional prioritization. These data represent a valuable resource for researchers currently dissecting Parkinson's disease risk loci.</description><subject>Carrier Proteins - genetics</subject><subject>Genetic Predisposition to Disease - genetics</subject><subject>Genome, Human</subject><subject>Genome-Wide Association Study</subject><subject>Humans</subject><subject>MicroRNAs</subject><subject>Microsatellite Repeats - genetics</subject><subject>Original</subject><subject>Parkinson Disease - genetics</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>Risk Factors</subject><issn>0006-8950</issn><issn>1460-2156</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpVkDFPwzAQhS0EoqUwsqJsTKHnOHHiCSEEBakSDDAxRI5zbk0bu7JdKv49gZYKprvTvXtP9xFyTuGKgmDjxktjx3IjFQN6QIY055BmtOCHZAgAPK1EAQNyEsI7AM1Zxo_JgHGWl3lJh-RtgtZ1mG5Mi4lyNnrTrKNxNnG6n7uu78Lc-ZhGaVvsEo8rlDEk0SXP0i-MDc5ehqQ1AWXAZIYWo1GJN2FxSo60XAY829UReb2_e7l9SKdPk8fbm2mqWFXFlAFTkLcVzwsuMlnREholsdAiazJAnWlseEtZiVoLIRjNgWat4qVignOq2Ihcb31X66bDVmH_hVzWK2866T9rJ039f2PNvJ65j5r2fKDMoHdItw7KuxA86v0xhfobc_2Dud5h7vUXfxP36l-u7At51X0_</recordid><startdate>20230105</startdate><enddate>20230105</enddate><creator>Bustos, Bernabe I</creator><creator>Billingsley, Kimberley</creator><creator>Blauwendraat, Cornelis</creator><creator>Gibbs, J Raphael</creator><creator>Gan-Or, Ziv</creator><creator>Krainc, Dimitri</creator><creator>Singleton, Andrew B</creator><creator>Lubbe, Steven J</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-0332-234X</orcidid><orcidid>https://orcid.org/0000-0002-6985-0658</orcidid><orcidid>https://orcid.org/0000-0002-4716-1886</orcidid><orcidid>https://orcid.org/0000-0003-2679-9503</orcidid><orcidid>https://orcid.org/0000-0001-9358-8111</orcidid><orcidid>https://orcid.org/0000-0002-7103-6671</orcidid></search><sort><creationdate>20230105</creationdate><title>Genome-wide contribution of common short-tandem repeats to Parkinson's disease genetic risk</title><author>Bustos, Bernabe I ; Billingsley, Kimberley ; Blauwendraat, Cornelis ; Gibbs, J Raphael ; Gan-Or, Ziv ; Krainc, Dimitri ; Singleton, Andrew B ; Lubbe, Steven J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c388t-303c04d8645692a8170bcae5f92b20ef2feb6d137eff999314012dc67c39661c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Carrier Proteins - genetics</topic><topic>Genetic Predisposition to Disease - genetics</topic><topic>Genome, Human</topic><topic>Genome-Wide Association Study</topic><topic>Humans</topic><topic>MicroRNAs</topic><topic>Microsatellite Repeats - genetics</topic><topic>Original</topic><topic>Parkinson Disease - genetics</topic><topic>Polymorphism, Single Nucleotide - genetics</topic><topic>Risk Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bustos, Bernabe I</creatorcontrib><creatorcontrib>Billingsley, Kimberley</creatorcontrib><creatorcontrib>Blauwendraat, Cornelis</creatorcontrib><creatorcontrib>Gibbs, J Raphael</creatorcontrib><creatorcontrib>Gan-Or, Ziv</creatorcontrib><creatorcontrib>Krainc, Dimitri</creatorcontrib><creatorcontrib>Singleton, Andrew B</creatorcontrib><creatorcontrib>Lubbe, Steven J</creatorcontrib><creatorcontrib>International Parkinson’s Disease Genomics Consortium (IPDGC)</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Brain (London, England : 1878)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bustos, Bernabe I</au><au>Billingsley, Kimberley</au><au>Blauwendraat, Cornelis</au><au>Gibbs, J Raphael</au><au>Gan-Or, Ziv</au><au>Krainc, Dimitri</au><au>Singleton, Andrew B</au><au>Lubbe, Steven J</au><aucorp>International Parkinson’s Disease Genomics Consortium (IPDGC)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome-wide contribution of common short-tandem repeats to Parkinson's disease genetic risk</atitle><jtitle>Brain (London, England : 1878)</jtitle><addtitle>Brain</addtitle><date>2023-01-05</date><risdate>2023</risdate><volume>146</volume><issue>1</issue><spage>65</spage><epage>74</epage><pages>65-74</pages><issn>0006-8950</issn><eissn>1460-2156</eissn><abstract>Parkinson's disease is a complex neurodegenerative disorder with a strong genetic component, for which most known disease-associated variants are single nucleotide polymorphisms (SNPs) and small insertions and deletions (indels). DNA repetitive elements account for >50% of the human genome; however, little is known of their contribution to Parkinson's disease aetiology. While select short tandem repeats (STRs) within candidate genes have been studied in Parkinson's disease, their genome-wide contribution remains unknown. Here we present the first genome-wide association study of STRs in Parkinson's disease. Through a meta-analysis of 16 imputed genome-wide association study cohorts from the International Parkinson's Disease Genomic Consortium (IPDGC), totalling 39 087 individuals (16 642 cases and 22 445 controls of European ancestry), we identified 34 genome-wide significant STR loci (P < 5.34 × 10-6), with the strongest signal located in KANSL1 [chr17:44 205 351:[T]11, P = 3 × 10-39, odds ratio = 1.31 (95% confidence interval = 1.26-1.36)]. Conditional-joint analyses suggested that four significant STRs mapping nearby NDUFAF2, TRIML2, MIRNA-129-1 and NCOR1 were independent from known risk SNPs. Including STRs in heritability estimates increased the variance explained by SNPs alone. Gene expression analysis of STRs (eSTRs) in RNA sequencing data from 13 brain regions identified significant associations of STRs influencing the expression of multiple genes, including known Parkinson's disease genes. Further functional annotation of candidate STRs revealed that significant eSTRs within NUDFAF2 and ZSWIM7 overlap with regulatory features and are associated with change in the expression levels of nearby genes. Here, we show that STRs at known and novel candidate loci contribute to Parkinson's disease risk and have functional effects in disease-relevant tissues and pathways, supporting previously reported disease-associated genes and giving further evidence for their functional prioritization. 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subjects | Carrier Proteins - genetics Genetic Predisposition to Disease - genetics Genome, Human Genome-Wide Association Study Humans MicroRNAs Microsatellite Repeats - genetics Original Parkinson Disease - genetics Polymorphism, Single Nucleotide - genetics Risk Factors |
title | Genome-wide contribution of common short-tandem repeats to Parkinson's disease genetic risk |
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