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Published on: June 29, 2013
A maternal serum metabolite ratio predicts fetal growth restriction at term
Ulla Sovio1,2, Neil Goulding3,4,5, Nancy McBride3,4,5
1Department of Obstetrics and Gynaecology, University of Cambridge; NIHR Cambridge Biomedical Research Centre, Cambridge, UK. us253@medschl.cam.ac.uk.
Insights
A new metabolite ratio in maternal serum can predict fetal growth restriction (FGR), a major cause of stillbirth. This biomarker shows improved prediction compared to existing methods, offering hope for better screening and intervention.
Area of Science:
- Biochemistry
- Perinatal Medicine
- Metabolomics
Background:
- Fetal growth restriction (FGR) is a leading cause of stillbirth and is linked to adverse neonatal outcomes and long-term health issues.
- Effective screening and intervention for FGR remain critical unmet clinical needs in obstetrics.
- Current predictive biomarkers for FGR have limitations in their diagnostic accuracy.
Purpose of the Study:
- To identify novel predictive metabolites for term fetal growth restriction (FGR) in maternal serum.
- To develop and validate a predictive biomarker for FGR using metabolomic profiling.
- To compare the predictive performance of the novel biomarker against existing angiogenic markers.
Main Methods:
- Ultrahigh performance liquid chromatography-tandem mass spectroscopy (UPLC-MS/MS) metabolomics was performed on maternal serum samples.
- Serum samples were collected at 12, 20, and 28 weeks of gestational age from a cohort of FGR cases and controls.
- A novel metabolite ratio was identified and validated in independent cohorts, including the Pregnancy Outcome Prediction (POP) and Born in Bradford (BiB) studies.
Main Results:
- A specific ratio of four metabolites (P-18:0/18:1, 1,5-anhydroglucitol, 5α-androstan-3α,17α-diol disulfate, and N1,N12-diacetylspermine) significantly predicted term FGR.
- The metabolite ratio demonstrated superior predictive performance (AUC 0.78) compared to the soluble fms-like tyrosine kinase 1:placental growth factor (sFLT1:PlGF) ratio (AUC 0.64).
- The predictive accuracy of the metabolite ratio was validated in demographically diverse cohorts, confirming its robustness.
Conclusions:
- A novel maternal serum metabolite ratio effectively predicts fetal growth restriction at term.
- This biomarker offers a promising tool for enhanced fetal monitoring and timely intervention, potentially reducing stillbirth and neonatal complications.
- Integration of this metabolite ratio with ultrasound imaging could improve screening strategies for FGR around 36 weeks of gestation.
Abstract:
Fetal growth restriction (FGR) is the major single cause of stillbirth1 and is also associated with neonatal morbidity and mortality2,3, impaired health and educational achievement in childhood4,5 and with a range of diseases in later life6. Effective screening and intervention for FGR is an unmet clinical need. Here, we performed ultrahigh performance liquid chromatography-tandem mass spectroscopy (UPLC-MS/MS) metabolomics on maternal serum at 12, 20 and 28 weeks of gestational age (wkGA) using 175 cases of term FGR and 299 controls from the Pregnancy Outcome Prediction (POP) study, conducted in Cambridge, UK, to identify predictive metabolites. Internal validation using 36 wkGA samples demonstrated that a ratio of the products of the relative concentrations of two positively associated metabolites (1-(1-enyl-stearoyl)-2-oleoyl-GPC (P-18:0/18:1) and 1,5-anhydroglucitol) to the product of the relative concentrations of two negatively associated metabolites (5α-androstan-3α,17α-diol disulfate and N1,N12-diacetylspermine) predicted FGR at term. The ratio had approximately double the discrimination as compared to a previously developed angiogenic biomarker7, the soluble fms-like tyrosine kinase 1:placental growth factor (sFLT1:PlGF) ratio (AUC 0.78 versus 0.64, P = 0.0001). We validated the predictive performance of the metabolite ratio in two sub-samples of a demographically dissimilar cohort, Born in Bradford (BiB), conducted in Bradford, UK (P = 0.0002). Screening and intervention using this metabolite ratio in conjunction with ultrasonic imaging at around 36 wkGA could plausibly prevent adverse events through enhanced fetal monitoring and targeted induction of labor.
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