The Effects of Pregnancy on Amino Acid Levels and Nitrogen Disposition.
Luke F EnthovenYuanyuan ShiEmily E FaySue MoreniJennie MaoEmma M HoneymanChase K SmithDale WhittingtonSusan E BrockerhoffNina IsoherranenRheem A TotahMary F HebertPublished in: Metabolites (2023)
Limited data are available on the effects of pregnancy on the maternal metabolome. Therefore, the objective of this study was to use metabolomics analysis to determine pathways impacted by pregnancy followed by targeted confirmatory analysis to provide more powerful conclusions about metabolic alterations during pregnancy. Forty-seven pregnant women, 18-50 years of age were included in this study, with each subject serving as their own control. Plasma samples were collected between 25 and 28 weeks gestation and again ≥3 months postpartum for metabolomics analysis utilizing an HILIC/UHPLC/MS/MS assay with confirmatory targeted specific concentration analysis for 10 of the significantly altered amino acids utilizing an LC/MS assay. Principle component analysis (PCA) on metabolomics data clearly separated pregnant and postpartum groups and identified outliers in a preliminary assessment. Of the 980 metabolites recorded, 706 were determined to be significantly different between pregnancy and postpartum. Pathway analysis revealed three significantly impacted pathways, arginine biosynthesis ( p = 2 × 10 -5 and FDR = 1 × 10 -3 ), valine, leucine, and isoleucine metabolism ( p = 2 × 10 -5 and FDR = 2 × 10 -3 ), and xanthine metabolism ( p = 4 × 10 -5 and FDR = 4 × 10 -3 ). Of these we focused analysis on arginine biosynthesis and branched-chain amino acid (BCAA) metabolism due to their clinical importance and interconnected roles in amino acid metabolism. In the confirmational analysis, 7 of 10 metabolites were confirmed as significant and all 10 confirmed the direction of change of concentrations observed in the metabolomics analysis. The data support an alteration in urea nitrogen disposition and amino acid metabolism during pregnancy. These changes could also impact endogenous nitric oxide production and contribute to diseases of pregnancy. This study provides evidence for changes in both the ammonia-urea nitrogen and the BCAA metabolism taking place during pregnancy.
Keyphrases
- amino acid
- ms ms
- nitric oxide
- pregnant women
- mass spectrometry
- pregnancy outcomes
- preterm birth
- machine learning
- electronic health record
- metabolic syndrome
- high throughput
- artificial intelligence
- liquid chromatography tandem mass spectrometry
- body mass index
- deep learning
- simultaneous determination
- data analysis
- uric acid
- high performance liquid chromatography