TY - JOUR
T1 - Prioritization of Kidney Cell Types Highlights Myofibroblast Cells in Regulating Human Blood Pressure
AU - Ganji-Arjenaki, Mahboube
AU - Kamali, Zoha
AU - International Consortium of Blood Pressure
AU - Evangelou, Evangelos
AU - Warren, Helen R.
AU - Gao, He
AU - Ntritsos, Georgios
AU - Dimou, Niki
AU - Esko, Tonu
AU - Mägi, Reedik
AU - Milani, Lili
AU - Almgren, Peter
AU - Boutin, Thibaud
AU - Debette, Stéphanie
AU - Ding, Jun
AU - Giulianini, Franco
AU - Holliday, Elizabeth G.
AU - Jackson, Anne U.
AU - Li -Gao, Ruifang
AU - Lin, Wei -Yu
AU - Luan, Jian'an
AU - Mangino, Massimo
AU - Oldmeadow, Christopher
AU - Prins, Bram Peter
AU - Qian, Yong
AU - Sargurupremraj, Muralidharan
AU - Shah, Nabi
AU - Surendran, Praveen
AU - Thériault, S. bastien
AU - Verweij, Niek
AU - Willems, Sara M.
AU - Zhao, Jing -Hua
AU - Amouyel, Philippe
AU - Connell, John
AU - de Mutsert, Renée
AU - Doney, Alex S. F.
AU - Farrall, Martin
AU - Menni, Cristina
AU - Morris, Andrew D.
AU - Noordam, Raymond
AU - Paré, Guillaume
AU - Poulter, Neil R.
AU - Shields, Denis C.
AU - Stanton, Alice
AU - Thom, Simon
AU - Abecasis, Gonçalo
AU - de Geus, Eco J.
AU - Jansen, Rick
AU - Milaneschi, Yuri
AU - Penninx, Brenda W. J. H.
AU - Verwoert, Germaine C.
N1 - Publisher Copyright: © 2024 International Society of Nephrology
PY - 2024/6
Y1 - 2024/6
N2 - Introduction: Blood pressure (BP) is a highly heritable trait with over 2000 underlying genomic loci identified to date. Although the kidney plays a key role, little is known about specific cell types involved in the genetic regulation of BP. Methods: Here, we applied stratified linkage disequilibrium score (LDSC) regression to connect BP genome-wide association studies (GWAS) results to specific cell types of the mature human kidney. We used the largest single-stage BP genome-wide analysis to date, including up to 1,028,980 adults of European ancestry, and single-cell transcriptomic data from 14 mature human kidneys, with mean age of 41 years. Results: Our analyses prioritized myofibroblasts and endothelial cells, among the total of 33 annotated cell type, as specifically involved in BP regulation (P < 0.05/33, i.e., 0.001515). Enrichment of heritability for systolic BP (SBP) was observed in myofibroblast cells in mature human kidney cortex, and enrichment of heritability for diastolic BP (DBP) was observed in descending vasa recta and peritubular capillary endothelial cells as well as stromal myofibroblast cells. The new finding of myofibroblast, the significant cell type for both BP traits, was consistent in 8 replication efforts using 7 sets of independent data, including in human fetal kidney, in East-Asian (EAS) ancestry, using mouse single-cell RNA sequencing (scRNA-seq) data, and when using another prioritization method. Conclusion: Our findings provide a solid basis for follow-up studies to further identify genes and mechanisms in myofibroblast cells that underlie the regulation of BP.
AB - Introduction: Blood pressure (BP) is a highly heritable trait with over 2000 underlying genomic loci identified to date. Although the kidney plays a key role, little is known about specific cell types involved in the genetic regulation of BP. Methods: Here, we applied stratified linkage disequilibrium score (LDSC) regression to connect BP genome-wide association studies (GWAS) results to specific cell types of the mature human kidney. We used the largest single-stage BP genome-wide analysis to date, including up to 1,028,980 adults of European ancestry, and single-cell transcriptomic data from 14 mature human kidneys, with mean age of 41 years. Results: Our analyses prioritized myofibroblasts and endothelial cells, among the total of 33 annotated cell type, as specifically involved in BP regulation (P < 0.05/33, i.e., 0.001515). Enrichment of heritability for systolic BP (SBP) was observed in myofibroblast cells in mature human kidney cortex, and enrichment of heritability for diastolic BP (DBP) was observed in descending vasa recta and peritubular capillary endothelial cells as well as stromal myofibroblast cells. The new finding of myofibroblast, the significant cell type for both BP traits, was consistent in 8 replication efforts using 7 sets of independent data, including in human fetal kidney, in East-Asian (EAS) ancestry, using mouse single-cell RNA sequencing (scRNA-seq) data, and when using another prioritization method. Conclusion: Our findings provide a solid basis for follow-up studies to further identify genes and mechanisms in myofibroblast cells that underlie the regulation of BP.
KW - blood pressure
KW - cell-type
KW - genome
KW - kidney myofibroblast
KW - scRNA-seq
UR - http://www.scopus.com/inward/record.url?scp=85190342984&partnerID=8YFLogxK
U2 - 10.1016/j.ekir.2024.03.001
DO - 10.1016/j.ekir.2024.03.001
M3 - Article
SN - 2468-0249
VL - 9
SP - 1849
EP - 1859
JO - Kidney International Reports
JF - Kidney International Reports
IS - 6
ER -