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Sexual Dimorphism of Metabolomic Profile in Arterial Hypertension
- Source :
- Scientific Reports, Scientific Reports, Nature Publishing Group, 2020, 10 (1), ⟨10.1038/s41598-020-64329-1⟩, Scientific Reports, Nature Publishing Group, 2020, 10 (1), pp.7517. ⟨10.1038/s41598-020-64329-1⟩, Scientific Reports, Vol 10, Iss 1, Pp 1-12 (2020), Scientific Reports, 2020, 10 (1), pp.7517. ⟨10.1038/s41598-020-64329-1⟩
- Publication Year :
- 2020
- Publisher :
- HAL CCSD, 2020.
-
Abstract
- Metabolomic studies have demonstrated the existence of biological signatures in blood of patients with arterial hypertension, but no study has hitherto reported the sexual dimorphism of these signatures. We compared the plasma metabolomic profiles of 28 individuals (13 women and 15 men) with essential arterial hypertension with those of a healthy control group (18 women and 18 men), using targeted metabolomics. Among the 188 metabolites explored, 152 were accurately measured. Supervised OPLS-DA (orthogonal partial least squares-discriminant analysis) showed good predictive performance for hypertension in both sexes (Q2cum = 0.59 in women and 0.60 in men) with low risk of overfitting (p-value-CV ANOVA = 0.004 in women and men). Seventy-five and 65 discriminant metabolites with a VIP (variable importance for the projection) greater than 1 were evidenced in women and men, respectively. Both sexes showed a considerable increase in phosphatidylcholines, a decrease in C16:0 with an increase in C28:1 lysophosphatidylcholines, an increase in sphingomyelins, as well as an increase of symmetric dimethylarginine (SDMA), acetyl-ornithine and hydroxyproline. Twenty-nine metabolites, involved in phospholipidic and cardiac remodeling, arginine/nitric oxide pathway and antihypertensive and insulin resistance mechanisms, discriminated the metabolic sexual dimorphism of hypertension. Our results highlight the importance of sexual dimorphism in arterial hypertension.
- Subjects :
- 0301 basic medicine
Adult
Male
Ornithine
Arginine
Symmetric dimethylarginine
[SDV]Life Sciences [q-bio]
Physiology
lcsh:Medicine
030204 cardiovascular system & hematology
Predictive markers
Article
03 medical and health sciences
0302 clinical medicine
Insulin resistance
Metabolomics
Sex Factors
[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system
Healthy control
medicine
Humans
Least-Squares Analysis
lcsh:Science
ComputingMilieux_MISCELLANEOUS
Principal Component Analysis
Multidisciplinary
business.industry
lcsh:R
Discriminant Analysis
Middle Aged
medicine.disease
3. Good health
[SDV.MHEP.CSC] Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system
Sphingomyelins
Sexual dimorphism
030104 developmental biology
Hypertension
Metabolome
Phosphatidylcholines
lcsh:Q
Female
business
Biomarkers
Targeted metabolomics
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Database :
- OpenAIRE
- Journal :
- Scientific Reports, Scientific Reports, Nature Publishing Group, 2020, 10 (1), ⟨10.1038/s41598-020-64329-1⟩, Scientific Reports, Nature Publishing Group, 2020, 10 (1), pp.7517. ⟨10.1038/s41598-020-64329-1⟩, Scientific Reports, Vol 10, Iss 1, Pp 1-12 (2020), Scientific Reports, 2020, 10 (1), pp.7517. ⟨10.1038/s41598-020-64329-1⟩
- Accession number :
- edsair.doi.dedup.....769bac7fa841404234dc74deb99628e2