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大型多民族基于健康系统的生物库队列中 IBD 的常见和罕见变异预测及外显率。

Common and Rare Variant Prediction and Penetrance of IBD in a Large, Multi-ethnic, Health System-based Biobank Cohort.

机构信息

Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.

The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.

出版信息

Gastroenterology. 2021 Apr;160(5):1546-1557. doi: 10.1053/j.gastro.2020.12.034. Epub 2020 Dec 24.

Abstract

BACKGROUND AND AIMS

Polygenic risk scores (PRS) may soon be used to predict inflammatory bowel disease (IBD) risk in prevention efforts. We leveraged exome-sequence and single nucleotide polymorphism (SNP) array data from 29,358 individuals in the multiethnic, randomly ascertained health system-based BioMe biobank to define effects of common and rare IBD variants on disease prediction and pathophysiology.

METHODS

PRS were calculated from European, African American, and Ashkenazi Jewish (AJ) reference case-control studies, and a meta-GWAS run using all three association datasets. PRS were then combined using regression to assess which combination of scores best predicted IBD status in European, AJ, Hispanic, and African American cohorts in BioMe. Additionally, rare variants were assessed in genes associated with very early-onset IBD (VEO-IBD), by estimating genetic penetrance in each BioMe population.

RESULTS

Combining risk scores based on association data from distinct ancestral populations improved IBD prediction for every population in BioMe and significantly improved prediction among European ancestry UK Biobank individuals. Lower predictive power for non-Europeans was observed, reflecting in part substantially lower African IBD case-control reference sizes. We replicated associations for two VEO-IBD genes, ADAM17 and LRBA, with high dominant model penetrance in BioMe. Autosomal recessive LRBA risk alleles are associated with severe, early-onset autoimmunity; we show that heterozygous carriage of an African-predominant LRBA protein-altering allele is associated with significantly decreased LRBA and CTLA-4 expression with T-cell activation.

CONCLUSIONS

Greater genetic diversity in African populations improves prediction across populations, and generalizes some VEO-IBD genes. Increasing African American IBD case-collections should be prioritized to reduce health disparities and enhance pathophysiological insight.

摘要

背景和目的

多基因风险评分(PRS)可能很快就会被用于预测炎症性肠病(IBD)的预防风险。我们利用来自 29358 名多民族、随机确定的基于健康系统的 BioMe 生物库个体的外显子组测序和单核苷酸多态性(SNP)阵列数据,定义常见和罕见 IBD 变异对疾病预测和病理生理学的影响。

方法

从欧洲、非裔美国人和阿什肯纳兹犹太人(AJ)参考病例对照研究中计算 PRS,并使用所有三个关联数据集进行元 GWAS 运行。然后使用回归组合 PRS,以评估在 BioMe 中的欧洲、AJ、西班牙裔和非裔美国人队列中,哪种评分组合最能预测 IBD 状态。此外,通过估计每个 BioMe 人群中基因的遗传穿透性,评估与极早发炎症性肠病(VEO-IBD)相关的罕见变异。

结果

结合基于来自不同祖先群体的关联数据的风险评分,提高了 BioMe 中每个人群的 IBD 预测能力,并显著提高了英国生物库中欧洲血统个体的预测能力。对非欧洲人的预测能力较低,部分原因是非洲的 IBD 病例对照参考规模要小得多。我们复制了两个 VEO-IBD 基因 ADAM17 和 LRBA 的关联,在 BioMe 中具有高显性模型穿透性。常染色体隐性 LRBA 风险等位基因与严重、早发性自身免疫有关;我们表明,非洲占主导地位的 LRBA 蛋白改变等位基因的杂合携带与 T 细胞激活时 LRBA 和 CTLA-4 表达的显著降低有关。

结论

非洲人群的遗传多样性增加了跨人群的预测能力,并概括了一些 VEO-IBD 基因。增加非裔美国人 IBD 病例收集应优先考虑,以减少健康差距并增强病理生理学见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/02b2/8237248/f586f6dc4850/nihms-1657991-f0001.jpg

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