Metabolomic identification of placental alterations in fetal growth restriction

Ray O. Bahado-Singh, Onur Turkoglu, Ali Yilmaz, Praveen Kumar, Amna Zeb, Shruti Konda, Eric Sherman, Joseph Kirma, Mathew Allos, Anthony Odibo, Dev Maulik, Stewart F. Graham

Research output: Contribution to journalArticlepeer-review

9 Scopus citations


Introduction: Fetal growth restriction (FGR), viz., birth weight <10th percentile is a common pregnancy complication which increases the risk of adverse fetal and newborn outcomes. The placenta is the key organ for fetal growth as it controls oxygen and nutrient availability. This study aims to elucidate the mechanisms of and identify putative placental biomarkers for FGR using high-resolution metabolomics. Methods: Placenta samples from 19 FGR cases and 30 controls were analyzed using proton magnetic resonance (1H NMR) spectroscopy and direct flow injection mass spectrometry with reverse-phase liquid-chromatography mass spectrometry (DI-LC-MS/MS). Significant concentration differences (p-value <.05) in 179 of the 220 metabolites were measured. Results: Of the 179 metabolites, 176 (98.3%) had reduced placental levels in FGR cases. The best performing metabolite model: 3-hydroxybutyrate, glycine and PCaaC42:0 achieved an AUC (95% CI) = 0.912 (0.814–1.000) with a sensitivity of 86.7% and specificity of 84.2% for FGR detection. Metabolite set enrichment analysis (MSEA) revealed significant (p <.05) perturbation of multiple placental metabolite pathways including urea metabolism, ammonia recycling, porphyrin metabolism, bile acid biosynthesis, galactose metabolism and perturbed protein biosynthesis. Conclusion: The placental metabolic pathway analysis revealed abnormalities that are consistent with fetal hepatic dysfunction in FGR. Near global reduction of metabolite concentrations was found in the placenta from FGR cases and metabolites demonstrated excellent diagnostic accuracy for FGR detection.

Original languageEnglish
Pages (from-to)447-456
Number of pages10
JournalJournal of Maternal-Fetal and Neonatal Medicine
Issue number3
StatePublished - 2022


  • Biomarkers
  • fetal growth restriction
  • metabolites
  • placenta
  • targeted metabolomics


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