a, Heatmap showing statistically significant associations (Two-sided Mann-Whitney U p<0.05) between specific metabolite measurements and birth outcomes, stratified by maternal race, and colored by significance and direction of association. Only metabolites with at least one association with FDR<0.1 are shown. Metabolites are sorted by their average signed (direction of fold change) log p-value. b, Box and swarm plots (line, median; box, IQR; whiskers, 1.5*IQR) of three metabolites with significant associations with sPTB. p – two-sided Mann-Whitney U. c, Illustration summarizing some of the literature regarding the three metabolites shown in b. Diethanolamine (DEA), which is associated with sPTB, was shown to inhibit choline uptake41. Choline and betaine, both associated with TB, are important for membrane lipid synthesis and osmoregulation38,40. d, Same as a, with stratification by gestational age at birth (GAB), performed among Black women. Middle legend applies to a and d, q<0.1 indicated by bright colors (legend).