Biomarkers for congenital ventricular outflow tract malformations based on maternal serum lipid metabolomics analysis

Autor: Xuelian Yuan, Hong Kang, Yuqin Qin, Haibo Li, Lu Li, Yuting Li, Meixian Wang, Nana Li, Ying Deng, Xiaohong Li, Ping Yu, Yanping Wang, Zhen Liu
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: BMC Pregnancy and Childbirth, Vol 24, Iss 1, Pp 1-12 (2024)
Druh dokumentu: article
ISSN: 1471-2393
DOI: 10.1186/s12884-024-06738-y
Popis: Abstract Background The congenital ventricular outflow tract malformations (CVOTMs) is a major congenital heart diseases (CHDs) subtype, and its pathogenesis is complex and unclear. Lipid metabolic plays a crucial role in embryonic cardiovascular development. However, due to the limited types of detectable metabolites in previous studies, findings on lipid metabolic and CHDs are still inconsistent, and the possible mechanism of CHDs remains unclear. Methods The nest case-control study obtained subjects from the multicenter China Teratology Birth Cohort (CTBC), and maternal serum from the pregnant women enrolled during the first trimester was utilized. The subjects were divided into a discovery set and a validation set. The metabolomics of CVOTMs and normal fetuses were analyzed by targeted lipid metabolomics. Differential comparison, random forest and lasso regression were used to screen metabolic biomarkers. Results The lipid metabolites were distributed differentially between the cases and controls. Setting the selection criteria of P value 1.2 or
Databáze: Directory of Open Access Journals
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