1. Systematic characterization of regulatory variants of blood pressure genes
- Author
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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, and Barcelona Supercomputing Center
- Subjects
Informàtica::Aplicacions de la informàtica::Bioinformàtica [Àrees temàtiques de la UPC] ,Chromosome conformation capturing Hi-C Omni-C ,Regulatory variant ,Massively parallel reporter assay ,Molecular precision medicine ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,MPRA ,Genomic architecture ,CRISPR prime editing ,Blood pressure gene regulation ,High blood pressure ,Simulació per ordinador ,Hypertension ,Genetics ,Genetic variant ,Genomic marker - Abstract
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. We thank the Melé and Maass labs for intellectual input, Dr. Steven Erwood from Dr. Ronald Cohn’s lab for guidance in applying CRISPR prime editing, The Centre for Applied Genomics, The Structural & Biophysical Core Facility, and The Imaging Facility, The Hospital for Sick Children, Toronto, Canada, for assistance with high-throughput sequencing, luminescence detection, and imaging. We thank Dovetail Genomics, LLC, 100 Enterprise Way, Suite A101, Scotts Valley, CA 95066, USA, for generating Omni-C libraries and for the collaborative support throughout the project. W.O. was supported by a Fundació la Marató grant (ref. 321/C/2019), K.K. was supported by an OGS fellowship, J.W.L.B. was supported by a CGS-D fellowship, and D.F.L. was supported by an Ontario Genomics-CANSSI Ontario Postdoctoral Fellowship in Genome Data Science. This project was supported by Canada’s New Frontiers in Research Fund (NFRFE-2018-01305), the Canadian Institutes of Health Research (CIHR PJT 173542 [P.G.M.] and PJT 175034 [S.M., J.E.]), CIHR ENP 161429 under the frame of ERA PerMed (S.M.), the Ted Rogers Centre for Heart Research (S.M., J.E.), and the Heart and Stroke Foundation of Canada. J.E. holds a Canada Research Chair Tier 1 in Stem Cell Models of Childhood Disease, S.M. holds the Heart and Stroke Foundation of Canada & Robert M. Freedom Chair in Cardiovascular Science, M. Melé was supported by a Ramon y Cajal fellowship (RYC-2017-22249), and P.G.M. holds a Canada Research Chair Tier 2 in Non-coding Disease Mechanisms. Peer Reviewed "Article signat per 14 autors/es: 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"
- Published
- 2023