Abstract
In this trans-ethnic multi-omic study, we reinterpret the genetic architecture of blood pressure to identify genes, tissues, phenomes and medication contexts of blood pressure homeostasis. We discovered 208 novel common blood pressure SNPs and 53 rare variants in genome-wide association studies of systolic, diastolic and pulse pressure in up to 776,078 participants from the Million Veteran Program (MVP) and collaborating studies, with analysis of the blood pressure clinical phenome in MVP. Our transcriptome-wide association study detected 4,043 blood pressure associations with genetically predicted gene expression of 840 genes in 45 tissues, and mouse renal single-cell RNA sequencing identified upregulated blood pressure genes in kidney tubule cells.
Original language | English |
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Pages (from-to) | 51-62 |
Number of pages | 12 |
Journal | Nature Genetics |
Volume | 51 |
Issue number | 1 |
Early online date | 21 Dec 2018 |
DOIs | |
Publication status | Published - Jan 2019 |
ASJC Scopus subject areas
- Genetics
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Palmer, Colin
- Population Health and Genomics - Professor (Teaching and Research) of Pharmacogenomics
Person: Academic