TY - JOUR
T1 - Integrated GWAS and Gene Expression Suggest ORM1 as a Potential Regulator of Plasma Levels of Cell-Free DNA and Thrombosis Risk
AU - Lopez, Sonia
AU - Martinez-Perez, Angel
AU - Rodriguez-Rius, Alba
AU - Viñuela, Ana
AU - Brown, Andrew A.
AU - Martin-Fernandez, Laura
AU - Vilalta, Noelia
AU - Arús, Marc
AU - Panousis, Nikolaos I.
AU - Buil, Alfonso
AU - Sabater-Lleal, Maria
AU - Souto, Juan Carlos
AU - Dermitzakis, Emmanouil T.
AU - Soria, Jose Manuel
N1 - Funding Information:
This study was supported by grants of the Spanish Government Instituto de Salud Carlos III and Fondo de Investigación Sanitaria (ISCIII-FIS) (PI14/00582, PI17/00059, J.M.S. and S.L.), Grupo Consolidado Generalitat de Catalunya (SGR 1736, J.M.S.), CERCA Programme/Generalitat de Catalunya, Fundación Española de Trombosis y Hemostasia (FETH; L.M-.F.), and the nonprofit association Activa'TT por la Salud. A.R-.R. was supported by a predoctoral fellowship of the Catalonia Government Agència de Gestió d'ajuts Universitaris i de Recerca (AGAUR) (FI2017B_00673). M.S-.L. is supported by a Miguel Servet contract from the ISCIII (CP17/00142) and co-financed by the European Social Fund.
Copyright:
The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/).
PY - 2022
Y1 - 2022
N2 - Plasma cell-free DNA (cfDNA) is a surrogate marker of neutrophil extracellular traps (NETs) that contribute to immunothrombosis. There is growing interest about the mechanisms underlying NET formation and elevated cfDNA, but little is known about the factors involved.We aimed to identify genes involved in the regulation of cfDNA levels using data from the Genetic Analysis of Idiopathic Thrombophilia (GAIT-2) Project. Imputed genotypes, whole blood RNA-Seq data, and plasma cfDNA quantification were available for 935 of the GAIT-2 participants from 35 families with idiopathic thrombophilia. We performed heritability and GWAS analysis for cfDNA. The heritability of cfDNA was 0.26 (p 3.7106), while the GWAS identified a significant association (rs1687391, p 3.551010) near the ORM1 gene, on chromosome 9. An eQTL (expression quantitative trait loci) analysis revealed a significant association between the lead GWAS variant and the expression of ORM1 in whole blood (p 6.14109). Additionally, ORM1 expression correlated with levels of cfDNA (p 4.38104). Finally, genetic correlation analysis between cfDNA and thrombosis identified a suggestive association (?g 0.43, p 0.089). All in all, we show evidence of the role of ORM1 in regulating cfDNA levels in plasma, which might contribute to the susceptibility to thrombosis through mechanisms of immunothrombosis.
AB - Plasma cell-free DNA (cfDNA) is a surrogate marker of neutrophil extracellular traps (NETs) that contribute to immunothrombosis. There is growing interest about the mechanisms underlying NET formation and elevated cfDNA, but little is known about the factors involved.We aimed to identify genes involved in the regulation of cfDNA levels using data from the Genetic Analysis of Idiopathic Thrombophilia (GAIT-2) Project. Imputed genotypes, whole blood RNA-Seq data, and plasma cfDNA quantification were available for 935 of the GAIT-2 participants from 35 families with idiopathic thrombophilia. We performed heritability and GWAS analysis for cfDNA. The heritability of cfDNA was 0.26 (p 3.7106), while the GWAS identified a significant association (rs1687391, p 3.551010) near the ORM1 gene, on chromosome 9. An eQTL (expression quantitative trait loci) analysis revealed a significant association between the lead GWAS variant and the expression of ORM1 in whole blood (p 6.14109). Additionally, ORM1 expression correlated with levels of cfDNA (p 4.38104). Finally, genetic correlation analysis between cfDNA and thrombosis identified a suggestive association (?g 0.43, p 0.089). All in all, we show evidence of the role of ORM1 in regulating cfDNA levels in plasma, which might contribute to the susceptibility to thrombosis through mechanisms of immunothrombosis.
KW - expression quantitative trait loci
KW - immunothrombosis
KW - neutrophil extracellular traps
KW - α-1-acid glycoprotein 1
UR - http://www.scopus.com/inward/record.url?scp=85126635700&partnerID=8YFLogxK
U2 - 10.1055/s-0041-1742169
DO - 10.1055/s-0041-1742169
M3 - Article
C2 - 35272364
SN - 0340-6245
VL - 122
SP - 1027
EP - 1039
JO - Thrombosis and Haemostasis
JF - Thrombosis and Haemostasis
IS - 6
ER -