Genetic Epidemiology and Genomics Laboratory, University of California, Berkeley, Berkeley, California, United States of America.
Computational Biology Graduate Group, University of California, Berkeley, Berkeley, California, United States of America.
PLoS Genet. 2019 Jan 17;15(1):e1007808. doi: 10.1371/journal.pgen.1007808. eCollection 2019 Jan.
Multiple sclerosis (MS) is an autoimmune disease with high prevalence among populations of northern European ancestry. Past studies have shown that exposure to ultraviolet radiation could explain the difference in MS prevalence across the globe. In this study, we investigate whether the difference in MS prevalence could be explained by European genetic risk factors. We characterized the ancestry of MS-associated alleles using RFMix, a conditional random field parameterized by random forests, to estimate their local ancestry in the largest assembled admixed population to date, with 3,692 African Americans, 4,915 Asian Americans, and 3,777 Hispanics. The majority of MS-associated human leukocyte antigen (HLA) alleles, including the prominent HLA-DRB115:01 risk allele, exhibited cosmopolitan ancestry. Ancestry-specific MS-associated HLA alleles were also identified. Analysis of the HLA-DRB115:01 risk allele in African Americans revealed that alleles on the European haplotype conferred three times the disease risk compared to those on the African haplotype. Furthermore, we found evidence that the European and African HLA-DRB115:01 alleles exhibit single nucleotide polymorphism (SNP) differences in regions encoding the HLA-DRB1 antigen-binding heterodimer. Additional evidence for increased risk of MS conferred by the European haplotype were found for HLA-B07:02 and HLA-A*03:01 in African Americans. Most of the 200 non-HLA MS SNPs previously established in European populations were not significantly associated with MS in admixed populations, nor were they ancestrally more European in cases compared to controls. Lastly, a genome-wide search of association between European ancestry and MS revealed a region of interest close to the ZNF596 gene on chromosome 8 in Hispanics; cases had a significantly higher proportion of European ancestry compared to controls. In conclusion, our study established that the genetic ancestry of MS-associated alleles is complex and implicated that difference in MS prevalence could be explained by the ancestry of MS-associated alleles.
多发性硬化症(MS)是一种自身免疫性疾病,在北欧血统人群中的患病率较高。过去的研究表明,紫外线辐射的暴露可以解释全球范围内多发性硬化症的患病率差异。在这项研究中,我们调查了 MS 患病率的差异是否可以用欧洲遗传风险因素来解释。我们使用 RFMix(一种基于随机森林的条件随机场)来描述与 MS 相关的等位基因的祖先,以估计它们在迄今为止最大的混合人群中的局部祖先,该人群包括 3692 名非裔美国人、4915 名亚裔美国人和 3777 名西班牙裔美国人。大多数与 MS 相关的人类白细胞抗原(HLA)等位基因,包括突出的 HLA-DRB115:01 风险等位基因,表现出世界性的祖先。还确定了特定于祖先的与 MS 相关的 HLA 等位基因。对非裔美国人中 HLA-DRB115:01 风险等位基因的分析表明,与非洲单倍型相比,欧洲单倍型上的等位基因使疾病风险增加了三倍。此外,我们发现有证据表明,欧洲和非洲 HLA-DRB115:01 等位基因在编码 HLA-DRB1 抗原结合异二聚体的区域存在单核苷酸多态性(SNP)差异。在非裔美国人中,还发现了 HLA-B07:02 和 HLA-A*03:01 等欧洲单倍型赋予 MS 更高风险的额外证据。先前在欧洲人群中确定的 200 个非 HLA MS SNP 与混合人群中的 MS 没有显著关联,与对照相比,病例中的这些 SNP 也没有更多的欧洲祖先。最后,对欧洲祖源与 MS 之间的全基因组关联进行搜索,在西班牙裔人群中发现了一个位于 8 号染色体上 ZNF596 基因附近的感兴趣区域;与对照组相比,病例的欧洲祖源比例明显更高。总之,我们的研究表明,与 MS 相关的等位基因的遗传祖源是复杂的,并暗示 MS 患病率的差异可以用与 MS 相关的等位基因的祖源来解释。