Prediction of spontaneous preterm birth using supervised machine learning on metabolomic data: A case-cohort study

CONCLUSIONS: We identified and internally validated maternal serum metabolites predictive of sPTB. A lysolipid, 1-palmitoleoyl-GPE (16:1)*, is a novel predictor of sPTB and sETB. Further validation in external populations is required.PMID:37984426 | DOI:10.1111/1471-0528.17723

Source: BJOG : An International Journal of Obstetrics and Gynaecology - November 20, 2023 Category: OBGYN Authors: Yasmina Al Ghadban Yuheng Du D Stephen Charnock-Jones Lana X Garmire Gordon C S Smith Ulla Sovio Source Type: research