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A multi-omics study of circulating phospholipid markers of blood pressure.

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BORIS DOI
10.48350/164610
Publisher DOI
10.1038/s41598-021-04446-7
PubMed ID
35022422
Description
High-throughput techniques allow us to measure a wide-range of phospholipids which can provide insight into the mechanisms of hypertension. We aimed to conduct an in-depth multi-omics study of various phospholipids with systolic blood pressure (SBP) and diastolic blood pressure (DBP). The associations of blood pressure and 151 plasma phospholipids measured by electrospray ionization tandem mass spectrometry were performed by linear regression in five European cohorts (n = 2786 in discovery and n = 1185 in replication). We further explored the blood pressure-related phospholipids in Erasmus Rucphen Family (ERF) study by associating them with multiple cardiometabolic traits (linear regression) and predicting incident hypertension (Cox regression). Mendelian Randomization (MR) and phenome-wide association study (Phewas) were also explored to further investigate these association results. We identified six phosphatidylethanolamines (PE 38:3, PE 38:4, PE 38:6, PE 40:4, PE 40:5 and PE 40:6) and two phosphatidylcholines (PC 32:1 and PC 40:5) which together predicted incident hypertension with an area under the ROC curve (AUC) of 0.61. The identified eight phospholipids are strongly associated with triglycerides, obesity related traits (e.g. waist, waist-hip ratio, total fat percentage, body mass index, lipid-lowering medication, and leptin), diabetes related traits (e.g. glucose, insulin resistance and insulin) and prevalent type 2 diabetes. The genetic determinants of these phospholipids also associated with many lipoproteins, heart rate, pulse rate and blood cell counts. No significant association was identified by bi-directional MR approach. We identified eight blood pressure-related circulating phospholipids that have a predictive value for incident hypertension. Our cross-omics analyses show that phospholipid metabolites in the circulation may yield insight into blood pressure regulation and raise a number of testable hypothesis for future research.
Date of Publication
2022-01-12
Publication Type
Article
Subject(s)
600 Technology > 610 Medicine & health
300 Social sciences, sociology & anthropology > 360 Social problems & social services
Language(s)
en
Contributor(s)
Liu, Jun
de Vries, Paul S
Del Greco M, Fabiola
Johansson, Åsa
Schraut, Katharina E
Hayward, Caroline
van Dijk, Ko Willems
Franco Duran, Oscar Horacio
Institut für Sozial- und Präventivmedizin (ISPM)
Hicks, Andrew A
Vitart, Veronique
Rudan, Igor
Campbell, Harry
Polašek, Ozren
Pramstaller, Peter P
Wilson, James F
Gyllensten, Ulf
van Duijn, Cornelia M
Dehghan, Abbas
Demirkan, Ayşe
Additional Credits
Institut für Sozial- und Präventivmedizin (ISPM)
Series
Scientific Reports
Publisher
Nature Publishing Group
ISSN
2045-2322
Access(Rights)
open.access
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