Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes

SLE is a complicated autoimmune disease with a strong genetic basis. Owing to the successful application of genome-wide association study (GWAS) on complex traits, significant progresses have been made in identifying susceptible loci for SLE. So far, more than 30 loci have been shown to have robust...

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Main Authors: Zhang, Jing, 张婧
Language:English
Published: The University of Hong Kong (Pokfulam, Hong Kong) 2014
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Online Access:http://hdl.handle.net/10722/200342
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spelling ndltd-HKU-oai-hub.hku.hk-10722-2003422015-07-29T04:02:39Z Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes Zhang, Jing 张婧 Systemic lupus erythematosus - Genetic aspects SLE is a complicated autoimmune disease with a strong genetic basis. Owing to the successful application of genome-wide association study (GWAS) on complex traits, significant progresses have been made in identifying susceptible loci for SLE. So far, more than 30 loci have been shown to have robust association with the disease, significantly improving our understanding of this disease. On the other hand, these loci only confer relatively small increments in disease risk, leaving a large amount of disease heritability unexplained. Several limitations may lead to the issue of “missing heritability”, such as the insufficient statistical power of standard GWAS, the failure to explore independent signals with marginal effects, and other forms of genetic variations or interactions that can hardly be detected by the current GWAS approach. In the current study, efforts have been made on solving the issue of missing heritability. Firstly, in order to increase the statistical power of GWAS, we performed meta-analysis of two existing SLE GWASs on Chinese populations, and replicated the findings in additional samples from Hong Kong, Anhui, and Thailand. We identified ARID5B and CDKN1B as novel SLE susceptibility genes through this approach. Secondly, considering the limitation of previous GWASs that only focus on the most significant signal in an individual region, we revisited the established loci by in-depth analysis on the basis of meta-analysis and followed up the findings with large-scale replication efforts. We found three additional independent signals in 11q23.3 as being associated with SLE. Thirdly, given the importance of independent effects in predisposing disease susceptibility, we performed gene-based analysis to combine the marginal independent signals within a gene to identify novel susceptibility genes. Our results demonstrated the widespread existence of independent effects within known SLE susceptibility genes, and we also identified ANXA6 as a novel SLE susceptibility gene. Lastly, we also made some efforts in the characterization of the related genes, and we identified several regulatory SNPs (rSNPs) predisposing individuals to SLE via affecting expression of the corresponding genes. In addition, we also found that epistatic interaction of variants in a previously established susceptibility gene, ETS1,correlates with cytokine (e.g.IL-17) abnormality in SLE cases. The current work represents several practical approaches to improve the power of GWAS. The findings might enrich the list of SLE susceptibility genes as well as advance our knowledge on the etiology of this complicated disease. Importantly, the current study highlights the importance of independent effects and rSNPs in conferring disease susceptibility, which may shed light on further exploration on the genetic architecture of SLE. published_or_final_version Paediatrics and Adolescent Medicine Doctoral Doctor of Philosophy 2014-08-08T23:12:42Z 2014-08-08T23:12:42Z 2013 2013 PG_Thesis 10.5353/th_b5066204 b5066204 http://hdl.handle.net/10722/200342 eng HKU Theses Online (HKUTO) Creative Commons: Attribution 3.0 Hong Kong License The author retains all proprietary rights, (such as patent rights) and the right to use in future works. The University of Hong Kong (Pokfulam, Hong Kong)
collection NDLTD
language English
sources NDLTD
topic Systemic lupus erythematosus - Genetic aspects
spellingShingle Systemic lupus erythematosus - Genetic aspects
Zhang, Jing
张婧
Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes
description SLE is a complicated autoimmune disease with a strong genetic basis. Owing to the successful application of genome-wide association study (GWAS) on complex traits, significant progresses have been made in identifying susceptible loci for SLE. So far, more than 30 loci have been shown to have robust association with the disease, significantly improving our understanding of this disease. On the other hand, these loci only confer relatively small increments in disease risk, leaving a large amount of disease heritability unexplained. Several limitations may lead to the issue of “missing heritability”, such as the insufficient statistical power of standard GWAS, the failure to explore independent signals with marginal effects, and other forms of genetic variations or interactions that can hardly be detected by the current GWAS approach. In the current study, efforts have been made on solving the issue of missing heritability. Firstly, in order to increase the statistical power of GWAS, we performed meta-analysis of two existing SLE GWASs on Chinese populations, and replicated the findings in additional samples from Hong Kong, Anhui, and Thailand. We identified ARID5B and CDKN1B as novel SLE susceptibility genes through this approach. Secondly, considering the limitation of previous GWASs that only focus on the most significant signal in an individual region, we revisited the established loci by in-depth analysis on the basis of meta-analysis and followed up the findings with large-scale replication efforts. We found three additional independent signals in 11q23.3 as being associated with SLE. Thirdly, given the importance of independent effects in predisposing disease susceptibility, we performed gene-based analysis to combine the marginal independent signals within a gene to identify novel susceptibility genes. Our results demonstrated the widespread existence of independent effects within known SLE susceptibility genes, and we also identified ANXA6 as a novel SLE susceptibility gene. Lastly, we also made some efforts in the characterization of the related genes, and we identified several regulatory SNPs (rSNPs) predisposing individuals to SLE via affecting expression of the corresponding genes. In addition, we also found that epistatic interaction of variants in a previously established susceptibility gene, ETS1,correlates with cytokine (e.g.IL-17) abnormality in SLE cases. The current work represents several practical approaches to improve the power of GWAS. The findings might enrich the list of SLE susceptibility genes as well as advance our knowledge on the etiology of this complicated disease. Importantly, the current study highlights the importance of independent effects and rSNPs in conferring disease susceptibility, which may shed light on further exploration on the genetic architecture of SLE. === published_or_final_version === Paediatrics and Adolescent Medicine === Doctoral === Doctor of Philosophy
author Zhang, Jing
张婧
author_facet Zhang, Jing
张婧
author_sort Zhang, Jing
title Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes
title_short Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes
title_full Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes
title_fullStr Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes
title_full_unstemmed Identification of susceptibility loci for systemic lupus erythematosus (SLE) in Asians and functional characterization of the related genes
title_sort identification of susceptibility loci for systemic lupus erythematosus (sle) in asians and functional characterization of the related genes
publisher The University of Hong Kong (Pokfulam, Hong Kong)
publishDate 2014
url http://hdl.handle.net/10722/200342
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