Disparities in ABO blood type determination across diverse ancestries: a systematic review and validation in the All of Us Research Program.

IF 4.7 2区 医学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Kiana L Martinez, Andrew Klein, Jennifer R Martin, Chinwuwanuju U Sampson, Jason B Giles, Madison L Beck, Krupa Bhakta, Gino Quatraro, Juvie Farol, Jason H Karnes
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引用次数: 0

Abstract

Objectives: ABO blood types have widespread clinical use and robust associations with disease. The purpose of this study is to evaluate the portability and suitability of tag single-nucleotide polymorphisms (tSNPs) used to determine ABO alleles and blood types across diverse populations in published literature.

Materials and methods: Bibliographic databases were searched for studies using tSNPs to determine ABO alleles. We calculated linkage between tSNPs and functional variants across inferred continental ancestry groups from 1000 Genomes. We compared r2 across ancestry and assessed real-world consequences by comparing tSNP-derived blood types to serology in a diverse population from the All of Us Research Program.

Results: Linkage between functional variants and O allele tSNPs was significantly lower in African (median r2 = 0.443) compared to East Asian (r2 = 0.946, P = 1.1 × 10-5) and European (r2 = 0.869, P = .023) populations. In All of Us, discordance between tSNP-derived blood types and serology was high across all SNPs in African ancestry individuals and linkage was strongly correlated with discordance across all ancestries (ρ = -0.90, P = 3.08 × 10-23).

Discussion: Many studies determine ABO blood types using tSNPs. However, tSNPs with low linkage disequilibrium promote misinference of ABO blood types, particularly in diverse populations. We observe common use of inappropriate tSNPs to determine ABO blood type, particularly for O alleles and with some tSNPs mistyping up to 58% of individuals.

Conclusion: Our results highlight the lack of transferability of tSNPs across ancestries and potential exacerbation of disparities in genomic research for underrepresented populations. This is especially relevant as more diverse cohorts are made publicly available.

不同血统 ABO 血型测定的差异:"我们所有人 "研究计划的系统回顾和验证。
目的:ABO 血型在临床上广泛使用,并与疾病密切相关。本研究旨在评估已发表文献中用于确定不同人群 ABO 等位基因和血型的标记单核苷酸多态性(tSNPs)的可移植性和适用性:我们在文献数据库中搜索了使用 tSNPs 确定 ABO 等位基因的研究。我们计算了从 1000 个基因组中推断出的大陆祖先群体中 tSNPs 与功能变异之间的联系。我们比较了不同祖先的 r2,并通过比较 tSNP 导出的血型与 "我们所有人研究计划 "中不同人群的血清学来评估现实世界的后果:结果:与东亚人(r2 = 0.946,P = 1.1 × 10-5)和欧洲人(r2 = 0.869,P = .023)相比,非洲人(中位数 r2 = 0.443)的功能变异和 O 等位基因 tSNPs 之间的联系明显较低。在 "我们所有人 "中,在非洲血统个体的所有 SNPs 上,tSNP 导出的血型与血清学之间的不一致性都很高,而且连接与所有血统的不一致性密切相关(ρ = -0.90,P = 3.08 × 10-23):讨论:许多研究利用 tSNPs 确定 ABO 血型。然而,低连锁不平衡的 tSNPs 会导致 ABO 血型的错误推断,尤其是在不同的人群中。我们观察到使用不恰当的 tSNPs 来确定 ABO 血型的情况很普遍,尤其是 O 等位基因,有些 tSNPs 可误判高达 58% 的个体:我们的研究结果凸显了 tSNPs 缺乏跨血统的可转移性,可能会加剧代表性不足人群在基因组研究中的不平等。随着更多不同的队列被公开,这一点尤为重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of the American Medical Informatics Association
Journal of the American Medical Informatics Association 医学-计算机:跨学科应用
CiteScore
14.50
自引率
7.80%
发文量
230
审稿时长
3-8 weeks
期刊介绍: JAMIA is AMIA''s premier peer-reviewed journal for biomedical and health informatics. Covering the full spectrum of activities in the field, JAMIA includes informatics articles in the areas of clinical care, clinical research, translational science, implementation science, imaging, education, consumer health, public health, and policy. JAMIA''s articles describe innovative informatics research and systems that help to advance biomedical science and to promote health. Case reports, perspectives and reviews also help readers stay connected with the most important informatics developments in implementation, policy and education.
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