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Genetic risk factors have a substantial impact on healthy life years.
Jukarainen, Sakari; Kiiskinen, Tuomo; Kuitunen, Sara; Havulinna, Aki S; Karjalainen, Juha; Cordioli, Mattia; Rämö, Joel T; Mars, Nina; Samocha, Kaitlin E; Ollila, Hanna M; Pirinen, Matti; Ganna, Andrea.
Affiliation
  • Jukarainen S; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland. sakari.jukarainen@helsinki.fi.
  • Kiiskinen T; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Kuitunen S; Finnish Institute for Health and Welfare, Helsinki, Finland.
  • Havulinna AS; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
  • Karjalainen J; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Cordioli M; Finnish Institute for Health and Welfare, Helsinki, Finland.
  • Rämö JT; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Mars N; Finnish Institute for Health and Welfare, Helsinki, Finland.
  • Samocha KE; Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
  • Ollila HM; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.
  • Pirinen M; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
  • Ganna A; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
Nat Med ; 28(9): 1893-1901, 2022 09.
Article in En | MEDLINE | ID: mdl-36097220
The impact of genetic variation on overall disease burden has not been comprehensively evaluated. We introduce an approach to estimate the effect of genetic risk factors on disability-adjusted life years (DALYs; 'lost healthy life years'). We use genetic information from 735,748 individuals and consider 80 diseases. Rare variants had the highest effect on DALYs at the individual level. Among common variants, rs3798220 (LPA) had the strongest individual-level effect, with 1.18 DALYs from carrying 1 versus 0 copies. Being in the top 10% versus the bottom 90% of a polygenic score for multisite chronic pain had an effect of 3.63 DALYs. Some common variants had a population-level effect comparable to modifiable risk factors such as high sodium intake and low physical activity. Attributable DALYs vary between males and females for some genetic exposures. Genetic risk factors can explain a sizable number of healthy life years lost both at the individual and population level.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Sodium, Dietary / Global Burden of Disease Type of study: Etiology_studies / Risk_factors_studies Aspects: Patient_preference Limits: Female / Humans / Male Language: En Journal: Nat Med Journal subject: BIOLOGIA MOLECULAR / MEDICINA Year: 2022 Document type: Article Affiliation country: Finland Country of publication: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Sodium, Dietary / Global Burden of Disease Type of study: Etiology_studies / Risk_factors_studies Aspects: Patient_preference Limits: Female / Humans / Male Language: En Journal: Nat Med Journal subject: BIOLOGIA MOLECULAR / MEDICINA Year: 2022 Document type: Article Affiliation country: Finland Country of publication: United States