학술논문

Whole-genome sequencing association analysis of quantitative red blood cell phenotypes: The NHLBI TOPMed program
Document Type
article
Author
Source
American Journal of Human Genetics. 108(5)
Subject
Epidemiology
Biological Sciences
Health Sciences
Genetics
Biotechnology
Clinical Research
Hematology
Human Genome
Aetiology
2.1 Biological and endogenous factors
Good Health and Well Being
Adult
Aged
Chromosomes
Human
Pair 16
Datasets as Topic
Erythrocytes
Female
Gene Editing
Genetic Variation
Genome-Wide Association Study
HEK293 Cells
Humans
Male
Middle Aged
National Heart
Lung
and Blood Institute (U.S.)
Phenotype
Quality Control
Reproducibility of Results
United States
NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium
base editing
red blood cell traits
whole-genome sequencing
Medical and Health Sciences
Genetics & Heredity
Biological sciences
Biomedical and clinical sciences
Health sciences
Language
Abstract
Whole-genome sequencing (WGS), a powerful tool for detecting novel coding and non-coding disease-causing variants, has largely been applied to clinical diagnosis of inherited disorders. Here we leveraged WGS data in up to 62,653 ethnically diverse participants from the NHLBI Trans-Omics for Precision Medicine (TOPMed) program and assessed statistical association of variants with seven red blood cell (RBC) quantitative traits. We discovered 14 single variant-RBC trait associations at 12 genomic loci, which have not been reported previously. Several of the RBC trait-variant associations (RPN1, ELL2, MIDN, HBB, HBA1, PIEZO1, and G6PD) were replicated in independent GWAS datasets imputed to the TOPMed reference panel. Most of these discovered variants are rare/low frequency, and several are observed disproportionately among non-European Ancestry (African, Hispanic/Latino, or East Asian) populations. We identified a 3 bp indel p.Lys2169del (g.88717175_88717177TCT[4]) (common only in the Ashkenazi Jewish population) of PIEZO1, a gene responsible for the Mendelian red cell disorder hereditary xerocytosis (MIM: 194380), associated with higher mean corpuscular hemoglobin concentration (MCHC). In stepwise conditional analysis and in gene-based rare variant aggregated association analysis, we identified several of the variants in HBB, HBA1, TMPRSS6, and G6PD that represent the carrier state for known coding, promoter, or splice site loss-of-function variants that cause inherited RBC disorders. Finally, we applied base and nuclease editing to demonstrate that the sentinel variant rs112097551 (nearest gene RPN1) acts through a cis-regulatory element that exerts long-range control of the gene RUVBL1 which is essential for hematopoiesis. Together, these results demonstrate the utility of WGS in ethnically diverse population-based samples and gene editing for expanding knowledge of the genetic architecture of quantitative hematologic traits and suggest a continuum between complex trait and Mendelian red cell disorders.