Whole genome sequencing in the Middle Eastern Qatari population identifies genetic associations with 45 clinically relevant traits
Clinical laboratory tests play a pivotal role in medical decision making, but little is known about their genetic variability between populations. We report a genome-wide association study with 45 clinically relevant traits from the population of Qatar using a whole genome sequencing approach in a discovery set of 6218 individuals and replication in 7768 subjects. Trait heritability is more similar between Qatari and European populations (r = 0.81) than with Africans (r = 0.44). We identify 281 distinct variant-trait-associations at genome wide significance that replicate known associations. Allele frequencies for replicated loci show higher correlations with European (r = 0.94) than with African (r = 0.85) or Japanese (r = 0.80) populations. We find differences in linkage disequilibrium patterns and in effect sizes of the replicated loci compared to previous reports. We also report 17 novel and Qatari-predominate signals providing insights into the biological pathways regulating these traits. We observe that European-derived polygenic scores (PGS) have reduced predictive performance in the Qatari population which could have implications for the translation of PGS between populations and their future application in precision medicine.
Other Information
Published in: Nature Communications
License: https://creativecommons.org/licenses/by/4.0
See article on publisher's website: http://dx.doi.org/10.1038/s41467-021-21381-3
Additional institutions affiliated with: The Qatar Genome Program Research (QGPR) Consortium
Additional
Funding
Open access funding provided by the Qatar National Library.
Qatar National Research Fund (NPRP11C-0115-180010), Qatar Diabetes Prevention Program (QDPP).
Qatar National Research Fund (PPM 03-0324-190038), Personalized care for Qatari patients with genetic predisposition to hypercholesterolaemia: better prediction, diagnosis and management.
History
Language
- English
Publisher
Springer NaturePublication Year
- 2021
License statement
This Item is licensed under the Creative Commons Attribution 4.0 International License.Institution affiliated with
- Hamad Bin Khalifa University
- College of Health and Life Sciences - HBKU
- Qatar Biomedical Research Institute - HBKU
- Weill Cornell Medicine - Qatar
- Qatar Genome Program (2015-2024)