Value of Multiomics Over Clinical Risk Factors in Hypertension Prediction
Year: 2025
Type: article
Language: en
Topic: Blood Pressure and Hypertension Studies
Authors and affiliations:
raw_author_name: Matti Vuori
raw_affiliation_strings: Department of Internal Medicine, University of Turku and Turku University Hospital, Finland (M.V., L.-F.Y., A.K., T.N.)
raw_author_name: Matti O. Ruuskanen
raw_affiliation_strings: Department of Computing (M.O.R., A.H., L.L.), University of Turku, Finland
Department of Public Health, The Finnish Institute for Health and Welfare (THL), Helsinki (M.O.R., P.J., V.S., A.H., T.N.)
Department of Computing, University of Turku, Finland. (M.O.R., A.H., L.L.)
raw_author_name: Pekka Jousilahti
raw_affiliation_strings: Department of Public Health, The Finnish Institute for Health and Welfare (THL), Helsinki (M.O.R., P.J., V.S., A.H., T.N.)
raw_author_name: Veikko Salomaa
raw_affiliation_strings: Department of Public Health, The Finnish Institute for Health and Welfare (THL), Helsinki (M.O.R., P.J., V.S., A.H., T.N.)
raw_author_name: Li-Fang Yeo
raw_affiliation_strings: Department of Internal Medicine, University of Turku and Turku University Hospital, Finland (M.V., L.-F.Y., A.K., T.N.)
raw_author_name: Anni Kauko
raw_affiliation_strings: Department of Internal Medicine, University of Turku and Turku University Hospital, Finland (M.V., L.-F.Y., A.K., T.N.)
InFLAMES Flagship (A.K.), University of Turku, Finland
InFLAMES Flagship, University of Turku, Finland. (A.K.)
raw_author_name: Felix Vaura
raw_affiliation_strings: Institute for Molecular Medicine Finland (FIMM), Helsinki University Institute for Life Sciences (HiLIFE), University of Helsinki (F.V., A.H.)
Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki (F.V., A.H.)
raw_author_name: Aki Havulinna
raw_affiliation_strings: Department of Computing (M.O.R., A.H., L.L.), University of Turku, Finland
Department of Public Health, The Finnish Institute for Health and Welfare (THL), Helsinki (M.O.R., P.J., V.S., A.H., T.N.)
Institute for Molecular Medicine Finland (FIMM), Helsinki University Institute for Life Sciences (HiLIFE), University of Helsinki (F.V., A.H.)
Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki (F.V., A.H.)
Department of Computing, University of Turku, Finland. (M.O.R., A.H., L.L.)
raw_author_name: Yang Liu
raw_affiliation_strings: British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (Y.L., M.I.), University of Cambridge, United Kingdom
British Heart Foundation Centre of Research Excellence (Y.L., M.I.), University of Cambridge, United Kingdom
Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia (Y.L., G.M., M.I.)
Cambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care (Y.L., M.I.), University of Cambridge, United Kingdom
Health Data Research UK Cambridge, Wellcome Genome Campus, Hinxton (Y.L., M.I.)
Victor Phillip Dahdaleh Heart and Lung Research Institute (Y.L., M.I.), University of Cambridge, United Kingdom
British Heart Foundation Centre of Research Excellence, University of Cambridge, United Kingdom. (Y.L., M.I.)
raw_author_name: Guillaume Méric
raw_affiliation_strings: Baker-Department of Cardiometabolic Health, University of Melbourne, Parkville, Victoria, Australia (G.M.)
Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia (Y.L., G.M., M.I.)
Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Melbourne, Victoria, Australia (G.M.)
Department of Infectious Diseases, School of Translational Medicine, Monash University, Melbourne, Victoria, Australia (G.M.)
raw_author_name: Michael Inouye
raw_affiliation_strings: British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (Y.L., M.I.), University of Cambridge, United Kingdom
British Heart Foundation Centre of Research Excellence (Y.L., M.I.), University of Cambridge, United Kingdom
Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia (Y.L., G.M., M.I.)
Cambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care (Y.L., M.I.), University of Cambridge, United Kingdom
Health Data Research UK Cambridge, Wellcome Genome Campus, Hinxton (Y.L., M.I.)
Victor Phillip Dahdaleh Heart and Lung Research Institute (Y.L., M.I.), University of Cambridge, United Kingdom
British Heart Foundation Centre of Research Excellence, University of Cambridge, United Kingdom. (Y.L., M.I.)
raw_author_name: Rob Knight
raw_affiliation_strings: Center for Microbiome Innovation (R.K.), University of California San Diego, La Jolla
Department of Bioengineering (R.K.), University of California San Diego, La Jolla
Department of Computer Science and Engineering (R.K.), University of California San Diego, La Jolla
Department of Pediatrics (R.K.), University of California San Diego, La Jolla
Center for Microbiome Innovation, University of California San Diego, La Jolla. (R.K.)
raw_author_name: Leo Lahti
raw_affiliation_strings: Department of Computing (M.O.R., A.H., L.L.), University of Turku, Finland
Department of Computing, University of Turku, Finland. (M.O.R., A.H., L.L.)
raw_author_name: Teemu Niiranen
raw_affiliation_strings: Department of Internal Medicine, University of Turku and Turku University Hospital, Finland (M.V., L.-F.Y., A.K., T.N.)
Department of Public Health, The Finnish Institute for Health and Welfare (THL), Helsinki (M.O.R., P.J., V.S., A.H., T.N.)