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Transferability of genetic loci and polygenic scores for cardiometabolic traits in British Pakistani and Bangladeshi individuals.
Huang, Qin Qin; Sallah, Neneh; Dunca, Diana; Trivedi, Bhavi; Hunt, Karen A; Hodgson, Sam; Lambert, Samuel A; Arciero, Elena; Wright, John; Griffiths, Chris; Trembath, Richard C; Hemingway, Harry; Inouye, Michael; Finer, Sarah; van Heel, David A; Lumbers, R Thomas; Martin, Hilary C; Kuchenbaecker, Karoline.
Affiliation
  • Huang QQ; Department of Human Genetics, Wellcome Sanger Institute, Cambridge, UK.
  • Sallah N; Institute of Health Informatics, University College London, London, UK.
  • Dunca D; UCL Genetics Institute, University College London, London, UK.
  • Trivedi B; Institute of Health Informatics, University College London, London, UK.
  • Hunt KA; UCL Genetics Institute, University College London, London, UK.
  • Hodgson S; Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
  • Lambert SA; Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
  • Arciero E; Primary Care Research Centre, University of Southampton, Southampton, UK.
  • Wright J; Cambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
  • Griffiths C; British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
  • Trembath RC; Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK.
  • Hemingway H; Department of Human Genetics, Wellcome Sanger Institute, Cambridge, UK.
  • Inouye M; Bradford Institute for Health Research, Bradford Teaching Hospitals National Health Service (NHS) Foundation Trust, Bradford, UK.
  • Finer S; Institute of Population Health Sciences, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
  • van Heel DA; Department of Medical and Molecular Genetics, King's College London, London, UK.
  • Lumbers RT; Institute of Health Informatics, University College London, London, UK.
  • Martin HC; Health Data Research UK, University College London, London, UK.
  • Kuchenbaecker K; University College London Hospitals Biomedical Research Centre (UCLH BRC), London, UK.
Nat Commun ; 13(1): 4664, 2022 08 09.
Article in En | MEDLINE | ID: mdl-35945198
Individuals with South Asian ancestry have a higher risk of heart disease than other groups but have been largely excluded from genetic research. Using data from 22,000 British Pakistani and Bangladeshi individuals with linked electronic health records from the Genes & Health cohort, we conducted genome-wide association studies of coronary artery disease and its key risk factors. Using power-adjusted transferability ratios, we found evidence for transferability for the majority of cardiometabolic loci powered to replicate. The performance of polygenic scores was high for lipids and blood pressure, but lower for BMI and coronary artery disease. Adding a polygenic score for coronary artery disease to clinical risk factors showed significant improvement in reclassification. In Mendelian randomisation using transferable loci as instruments, our findings were consistent with results in European-ancestry individuals. Taken together, trait-specific transferability of trait loci between populations is an important consideration with implications for risk prediction and causal inference.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Coronary Artery Disease / Genome-Wide Association Study Type of study: Clinical_trials / Prognostic_studies / Risk_factors_studies Limits: Humans Country/Region as subject: Asia Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2022 Document type: Article Country of publication: Reino Unido

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Coronary Artery Disease / Genome-Wide Association Study Type of study: Clinical_trials / Prognostic_studies / Risk_factors_studies Limits: Humans Country/Region as subject: Asia Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2022 Document type: Article Country of publication: Reino Unido