Validity of European-centric cardiometabolic polygenic scores in multi-ancestry populations.
Constantin-Cristian TopriceanuNish ChaturvediRohini MathurVictoria GarfieldPublished in: European journal of human genetics : EJHG (2024)
Polygenic scores (PGSs) provide an individual level estimate of genetic risk for any given disease. Since most PGSs have been derived from genome wide association studies (GWASs) conducted in populations of White European ancestry, their validity in other ancestry groups remains unconfirmed. This is especially relevant for cardiometabolic diseases which are known to disproportionately affect people of non-European ancestry. Thus, we aimed to evaluate the performance of PGSs for glycaemic traits (glycated haemoglobin, and type 1 and type 2 diabetes mellitus), cardiometabolic risk factors (body mass index, hypertension, high- and low-density lipoproteins, and total cholesterol and triglycerides) and cardiovascular diseases (including stroke and coronary artery disease) in people of White European, South Asian, and African Caribbean ethnicity in the UK Biobank. Whilst PGSs incorporated some GWAS data from multi-ethnic populations, the vast majority originated from White Europeans. For most outcomes, PGSs derived mostly from European populations had an overall better performance in White Europeans compared to South Asians and African Caribbeans. Thus, multi-ancestry GWAS data are needed to derive ancestry stratified PGSs to tackle health inequalities.
Keyphrases
- genome wide association study
- coronary artery disease
- body mass index
- risk factors
- cardiovascular disease
- blood pressure
- type diabetes
- public health
- atrial fibrillation
- electronic health record
- big data
- percutaneous coronary intervention
- mental health
- gene expression
- adipose tissue
- metabolic syndrome
- heart failure
- health information
- dna methylation
- physical activity
- deep learning
- brain injury
- cardiovascular events
- risk assessment
- insulin resistance
- blood brain barrier
- artificial intelligence
- subarachnoid hemorrhage
- ejection fraction