Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization
Non-syndromic cleft lip/palate (nsCL/P) is a congenital birth defect characterised by cleft(s) of the upper lip with or without a cleft of the palate. The aetiology of nsCL/P is complex with both genetic and environmental risk factors. In this thesis, I applied Mendelian randomization (MR) and polyg...
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ndltd-bl.uk-oai-ethos.bl.uk-7610982019-02-05T03:16:31ZExploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomizationHowe, LaurenceDavey Smith, George ; Lewis, Sarah ; St Pourcain, Beate2018Non-syndromic cleft lip/palate (nsCL/P) is a congenital birth defect characterised by cleft(s) of the upper lip with or without a cleft of the palate. The aetiology of nsCL/P is complex with both genetic and environmental risk factors. In this thesis, I applied Mendelian randomization (MR) and polygenic risk scoring (PRS) to explore the aetiology of nsCL/P and possible consequences of the phenotype. In Chapter 3, strong evidence was found for nsCL/P having a highly polygenic architecture with a substantial SNP heritability suggesting that PRS are likely to be effective genetic proxies for nsCL/P. In Chapter 4, three putative loci were identified where the effect of nsCL/P genetic risk variants on disease liability may be mediated by DNA methylation, although conclusions are limited by possible tissue specific effects. In Chapter 5, nsCL/P genetic risk variants were shown to have a consistent additive effect on philtrum width in the general population suggesting that liability to nsCL/P causes decreased philtrum width which supports a polygenic threshold model of inheritance for nsCL/P. In Chapter 6, nsCL/P genetic variants were shown to not be strongly associated with adverse developmental outcomes that are common in nsCL/P cases. These findings suggest that the adverse outcomes tested are unlikely to be related to underlying liability to nsCL/P. In Chapter 7, nsCL/P PRS were found to predict increased risk of oral cavity/oropharyngeal cancer (OC/OPC). Follow-up analyses suggested the relationship was non-causal and that nsCL/P and OC/OPC likely share risk factors, possibly environmental risk factors or biological processes.University of Bristolhttps://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.761098http://hdl.handle.net/1983/68dc654c-08b4-41e3-83e7-1b7d6012e82bElectronic Thesis or Dissertation |
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Non-syndromic cleft lip/palate (nsCL/P) is a congenital birth defect characterised by cleft(s) of the upper lip with or without a cleft of the palate. The aetiology of nsCL/P is complex with both genetic and environmental risk factors. In this thesis, I applied Mendelian randomization (MR) and polygenic risk scoring (PRS) to explore the aetiology of nsCL/P and possible consequences of the phenotype. In Chapter 3, strong evidence was found for nsCL/P having a highly polygenic architecture with a substantial SNP heritability suggesting that PRS are likely to be effective genetic proxies for nsCL/P. In Chapter 4, three putative loci were identified where the effect of nsCL/P genetic risk variants on disease liability may be mediated by DNA methylation, although conclusions are limited by possible tissue specific effects. In Chapter 5, nsCL/P genetic risk variants were shown to have a consistent additive effect on philtrum width in the general population suggesting that liability to nsCL/P causes decreased philtrum width which supports a polygenic threshold model of inheritance for nsCL/P. In Chapter 6, nsCL/P genetic variants were shown to not be strongly associated with adverse developmental outcomes that are common in nsCL/P cases. These findings suggest that the adverse outcomes tested are unlikely to be related to underlying liability to nsCL/P. In Chapter 7, nsCL/P PRS were found to predict increased risk of oral cavity/oropharyngeal cancer (OC/OPC). Follow-up analyses suggested the relationship was non-causal and that nsCL/P and OC/OPC likely share risk factors, possibly environmental risk factors or biological processes. |
author2 |
Davey Smith, George ; Lewis, Sarah ; St Pourcain, Beate |
author_facet |
Davey Smith, George ; Lewis, Sarah ; St Pourcain, Beate Howe, Laurence |
author |
Howe, Laurence |
spellingShingle |
Howe, Laurence Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization |
author_sort |
Howe, Laurence |
title |
Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization |
title_short |
Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization |
title_full |
Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization |
title_fullStr |
Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization |
title_full_unstemmed |
Exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and Mendelian randomization |
title_sort |
exploring the aetiology and phenotypic consequences of non-syndromic cleft lip/palate using polygenic risk scoring and mendelian randomization |
publisher |
University of Bristol |
publishDate |
2018 |
url |
https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.761098 |
work_keys_str_mv |
AT howelaurence exploringtheaetiologyandphenotypicconsequencesofnonsyndromiccleftlippalateusingpolygenicriskscoringandmendelianrandomization |
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1718972762080411648 |