Association analyses of predicted loss-of-function variants prioritized 15 genes as blood pressure regulators
Abstract
BackgroundHypertension, clinically defined by elevated blood pressure (BP), is an important cause of mortality and morbidity worldwide. Many risk factors for hypertension are known, including a positive family history, which suggests that genetics contribute to inter-individual BP variation. Genome-wide association studies (GWAS) have identified >1000 loci associated with BP, yet the identity of the genes responsible for these associations remains largely unknown. MethodsTo pinpoint genes that causally impact BP variation in humans, we analyzed predicted loss-of-function (pLoF) variants in the UK Biobank whole-exome sequencing dataset (n=454,709 participants, 6% non-European ancestry). We analyzed genetic associations between systolic or diastolic BP (SBP/DBP) and single pLoF variants (additive and recessive genetic models) as well as with the burden of very rare pLoF variants (minor allele frequency [MAF] <0.01%). ResultsSingle pLoF variants in ten genes associated with BP (ANKDD1B, ENPEP, PNCK, BTN3A2, C1orf145 [OBSCN-AS1], CASP9, DBH, KIAA1161 [MYORG], OR4X1, and TMC3). We also found a burden of rare pLoF variants in five additional genes associated with BP (TTN, NOS3, FES, SMAD6, COL21A1). Except for PNCK, which is located on the X-chromosome, these genes map near variants previously associated with BP by GWAS, validating the study of pLoF variants to prioritize causal genes at GWAS loci. ConclusionsOur study highlights 15 genes that likely modulate BP in humans, including five genes that harbor pLoF variants associated with lower BP.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 11
- FWCI
- 1.82
- Field percentile
- top 15%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Integration of genetic fine-mapping and multi-omics data reveals candidate effector genes for hypertension
Stefan van Duijvenboden, Julia Ramírez, … Patricia B. Munroe·The American Journal of Human GeneticsPeer-reviewed·Sep 7, 2023
- Analysis of rare variants in 470,000 exome-sequenced UK Biobank participants implicates novel genes affecting risk of hypertension
David Curtis·PulsePeer-reviewed·Jan 1, 2023
- Tissue-specific and tissue-agnostic effects of genome sequence variation modulating blood pressure
Dongwon Lee, Seong Kyu Han, … Aravinda Chakravarti·Cell ReportsPeer-reviewed·Nov 1, 2023
- Novel blood pressure locus and gene discovery using GWAS and expression datasets from blood and the kidney
Louise V. Wain, Ahmad Vaez, … Tamara B. Harris·HypertensionPeer-reviewed·Jul 24, 2017
- Integrative Genomic Analyses Identify COL21A1 and ENPEP-FGF5 Regulatory Pathways for Blood Pressure Variation in East Asians
Zhi Chng Lau, Xuling Chang, … Rajkumar Dorajoo·bioRxiv·May 18, 2026
- Genetic analysis of over one million people identifies 535 novel loci for blood pressure.
E. Evangelou, H. R. Warren, … Verwe·bioRxiv·Oct 11, 2017