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"John N", "initials": "JN"}, {"family": "Menni", "given": "Cristina", "initials": "C", "orcid": "0000-0001-9790-0571", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/0996382f79af42938451d690a140a079.json"}}, {"family": "Wareham", "given": "Nicholas J", "initials": "NJ", "orcid": "0000-0003-1422-2993", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/462fd4169f41418887a5a979e0808d87.json"}}, {"family": "Khaw", "given": "Kay-Tee", "initials": "KT"}, {"family": "Sun", "given": "Yan V", "initials": "YV", "orcid": "0000-0002-2838-1824", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/60b03d484f0c4acb93802ce6e6048a10.json"}}, {"family": "Wilson", "given": "Peter W F", "initials": "PWF", "orcid": "0000-0002-5653-7056", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/e2fa5a1fb3634b88b3a50c4d31bd3a33.json"}}, {"family": "Cho", "given": "Kelly", "initials": "K"}, {"family": "Visscher", "given": "Peter M", "initials": "PM", "orcid": "0000-0002-2143-8760", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/f9232be0ea244fb7ab43593e04265c2e.json"}}, {"family": "Denny", "given": "Joshua C", "initials": "JC", "orcid": "0000-0002-3049-7332", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/ee3b66f9be524dfdb2d95834abad0cbf.json"}}, {"family": "Million Veteran Program", "given": "", "initials": ""}, {"family": "Lifelines Cohort Study", "given": "", "initials": ""}, {"family": "CHARGE consortium", "given": "", "initials": ""}, {"family": "ICBP Consortium", "given": "", "initials": ""}, {"family": "Levy", "given": "Daniel", "initials": "D"}, {"family": "Edwards", "given": "Todd L", "initials": "TL", "orcid": "0000-0003-4318-6119", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/a8c555d3f6704b69821f39dcac8984d5.json"}}, {"family": "Munroe", "given": "Patricia B", "initials": "PB", "orcid": "0000-0002-4176-2947", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/3e956b6f17a64fb4b478dbc59950a790.json"}}, {"family": "Snieder", "given": "Harold", "initials": "H", "orcid": "0000-0003-1949-2298", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/bb5a2135b774429596606e980c9268ec.json"}}, {"family": "Warren", "given": "Helen R", "initials": "HR", "orcid": "0000-0003-0511-1386", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/d44ccb685e4b4a4894b8cba8c74333ff.json"}}], "type": "journal article", "published": "2024-05-00", "journal": {"title": "Nat. Genet.", "issn": "1546-1718", "volume": "56", "issue": "5", "pages": "778-791", "issn-l": "1061-4036"}, "abstract": "Hypertension affects more than one billion people worldwide. Here we identify 113 novel loci, reporting a total of 2,103 independent genetic signals (P < 5 \u00d7 10-8) from the largest single-stage blood pressure (BP) genome-wide association study to date (n = 1,028,980 European individuals). These associations explain more than 60% of single nucleotide polymorphism-based BP heritability. Comparing top versus bottom deciles of polygenic risk scores (PRSs) reveals clinically meaningful differences in BP (16.9 mmHg systolic BP, 95% CI, 15.5-18.2 mmHg, P = 2.22 \u00d7 10-126) and more than a sevenfold higher odds of hypertension risk (odds ratio, 7.33; 95% CI, 5.54-9.70; P = 4.13 \u00d7 10-44) in an independent dataset. Adding PRS into hypertension-prediction models increased the area under the receiver operating characteristic curve (AUROC) from 0.791 (95% CI, 0.781-0.801) to 0.826 (95% CI, 0.817-0.836, \u2206AUROC, 0.035, P = 1.98 \u00d7 10-34). We compare the 2,103 loci results in non-European ancestries and show significant PRS associations in a large African-American sample. Secondary analyses implicate 500 genes previously unreported for BP. Our study highlights the role of increasingly large genomic studies for precision health research.", "doi": "10.1038/s41588-024-01714-w", "pmid": "38689001", "labels": [], "xrefs": [{"db": "pmc", "key": "PMC11096100"}, {"db": "pii", "key": "10.1038/s41588-024-01714-w"}], "notes": [], "created": "2026-08-20T09:00:02.525Z", "modified": "2026-08-20T09:00:03.969Z"}, {"entity": "publication", "iuid": "7e6ad0cbb0bd4c73a4d25d1f7fd13f85", "links": {"self": {"href": "https://publications-affiliated.scilifelab.se/publication/7e6ad0cbb0bd4c73a4d25d1f7fd13f85.json"}, "display": {"href": "https://publications-affiliated.scilifelab.se/publication/7e6ad0cbb0bd4c73a4d25d1f7fd13f85"}}, "title": "Multi-ancestry GWAS of the electrocardiographic PR interval identifies 210 loci underlying cardiac conduction", "authors": [{"family": "Ntalla", "given": "Ioanna", "initials": "I", "orcid": "0000-0001-6419-6215", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/1f2547cf092249ffa176ca26a7286d19.json"}}, {"family": "Weng", "given": "Lu Chen", "initials": "LC", "orcid": "0000-0003-1475-4930", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/4f320edeb3214e8d924c6b07286b977a.json"}}, {"family": "Cartwright", "given": "James H", "initials": "JH"}, {"family": "Hall", "given": "Amelia Weber", "initials": "AW", "orcid": "0000-0002-7915-0313", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/01ffa35c917a41dbbfe4fec0667bba3e.json"}}, {"family": "Sveinbjornsson", "given": "Gardar", "initials": "G", "orcid": "0000-0003-2429-9468", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/cc7f2b7a2f9b404daabf30681b262660.json"}}, {"family": "Tucker", "given": "Nathan R", "initials": "NR", "orcid": "0000-0002-5071-4218", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/3a084d5794114fcd924cb8962a6053f7.json"}}, {"family": "Choi", "given": "Seung Hoan", "initials": "SH"}, {"family": "Chaffin", "given": "Mark D", "initials": "MD"}, {"family": "Roselli", "given": "Carolina", "initials": "C", "orcid": "0000-0001-5267-6756", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/f57487a2d5bd4b5abac02ffbb46660e3.json"}}, {"family": "Barnes", "given": "Michael R", "initials": "MR"}, {"family": "Mifsud", "given": "Borbala", "initials": "B", "orcid": "0000-0003-3429-3094", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/403e7d2dcc564faf86cf4b8ccd057eba.json"}}, {"family": "Warren", "given": "Helen R", "initials": "HR", "orcid": "0000-0002-5952-9748", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/70129e0fa7f94fb0a47f2f8f3c4a5e40.json"}}, {"family": "Hayward", "given": "Caroline", "initials": "C", "orcid": 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{"family": "Riaz", "given": "Muhammad B", "initials": "MB"}, {"family": "Samani", "given": "Nilesh J", "initials": "NJ", "orcid": "0000-0002-3286-8133", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/62ae9a82759c428b9dcf75113e60adce.json"}}, {"family": "Sinagra", "given": "Gianfranco", "initials": "G", "orcid": "0000-0003-2700-8478", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/69fe49802ac14ff38123d7334a29c461.json"}}, {"family": "Ulivi", "given": "Sheila", "initials": "S", "orcid": "0000-0003-3606-835X", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/5bafbf1be7a942d7aaa0b1bcac82b650.json"}}, {"family": "K\u00e4h\u00f6nen", "given": "Mika", "initials": "M"}, {"family": "Mishra", "given": "Pashupati P", "initials": "PP", "orcid": "0000-0001-5177-3431", "researcher": {"href": "https://publications-affiliated.scilifelab.se/researcher/ca6797df63c94c1795d3a4ebb225bd16.json"}}, {"family": 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