Study / S2NFR3YFY2023-05-24

Systematic characterization of regulatory variants of blood pressure genes

Winona Oliveros, Kate Delfosse, Daniella F. Lato, Katerina Kiriakopulos, Milad Mokhtaridoost et al.

About this study

High blood pressure (BP) is the major risk factor for cardiovascular disease. Genome-wide association studies have identified genetic variants for BP, but functional insights into causality and related molecular mechanisms lag behind. We functionally characterize 4,608 genetic variants in linkage with 135 BP loci in vascular smooth muscle cells and cardiomyocytes by massively parallel reporter assays. High densities of regulatory variants at BP loci (i.e., ULK4, MAP4, CFDP1, PDE5A) indicate that multiple variants drive genetic association. Regulatory variants are enriched in repeats, alter cardiovascular-related transcription factor motifs, and spatially converge with genes controlling specific cardiovascular pathways. Using heuristic scoring, we define likely causal variants, and CRISPR prime editing finally determines causal variants for KCNK9, SFXN2, and PCGF6, which are candidates for developing high BP. Our systems-level approach provides a catalog of functionally relevant variants and their genomic architecture in two trait-relevant cell lines for a better understanding of BP gene regulation.

Full author list & citation

Winona Oliveros, Kate Delfosse, Daniella F. Lato, Katerina Kiriakopulos, Milad Mokhtaridoost, Abdelrahman Said, Brandon J. McMurray, Jared W. L. Browning, Kaia Mattioli, Guoliang Meng, James Ellis, Seema Mital, Marta Melé, Philipp G. Maass. Systematic characterization of regulatory variants of blood pressure genes. 2023-05-24. https://doi.org/10.1016/j.xgen.2023.100330

Experiments 2

E3LHMHSX3

Cardiomyocyte MPRA of blood-pressure-associated variants

An episomal allele-comparison MPRA tested 4,608 blood-pressure-associated variants as 135-bp genomic fragments, with reference and alternative alleles represented by 25 barcodes per allele, in 21-day human iPSC-derived cardiomyocytes. Five TagSeq biological replicates were collected 48 h after transfection against a shared plasmid DNA input library; this table contains the 1,788 variants with significant differential allele activity.

Episomal Plasmid MPRAHumanGRCh38
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E744A07PP

Vascular smooth-muscle-cell MPRA of blood-pressure-associated variants

An episomal allele-comparison MPRA tested 4,608 blood-pressure-associated variants as 135-bp genomic fragments, with reference and alternative alleles represented by 25 barcodes per allele, in TGF-beta1-differentiated human vascular smooth muscle cells. Four TagSeq biological replicates were collected 48 h after transfection against a shared plasmid DNA input library; this table contains the 391 variants with significant differential allele activity.

Episomal Plasmid MPRAHumanGRCh38
Explore data

Raw source data 7 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 7 files (ZIP)GSE213558_family.soft.gzGSE213558_RAW.tarGSE213558_series_matrix.txt.gztable_S1_variants_tested.xlsxtable_S2_regulatory_variants_CMs.xlsxtable_S3_regulatory_variants_VSMCs.xlsxtable_S4_GWAS_leads_with_regulatory_activity.xlsx

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