TY - JOUR
T1 - Hemoglobin During Pregnancy Does Not Mediate the Relationship between Nutrition Supplements and Intrauterine Growth
T2 - A Secondary Data Analysis of Women First Preconception Nutrition Trial
AU - Women First Preconception Nutrition Trial Group
AU - Ali, Sumera Aziz
AU - Valeri, Linda
AU - Kahe, Ka
AU - Genkinger, Jeanine M.
AU - Saleem, Sarah
AU - Jessani, Saleem
AU - Goldenberg, Robert L.
AU - Westcott, Jamie E.
AU - Kemp, Jennifer F.
AU - Garcés, Ana L.
AU - Figueroa, Lester
AU - Goudar, Shivaprasad S.
AU - Dhaded, Sangappa M.
AU - Derman, Richard J.
AU - Tshefu, Antoinette
AU - Lokangaka, Adrien L.
AU - Bauserman, Melissa S.
AU - McClure, Elizabeth M.
AU - Koso Thomas, Marion
AU - Kuhn, Louise
AU - Krebs, Nancy F.
AU - Pasha Razzak, Omrana
AU - Khan, Umber
AU - Somannavar, Manjunath
AU - Long, Juile M.
AU - Thorsten, Vanessa R.
AU - Das, Abhik
AU - Hendricks, Audrey E.
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/7
Y1 - 2025/7
N2 - Background: Nutrition supplements such as multiple micronutrient-fortified small-quantity lipid-based nutrient supplementation (SQ-LNS) consumed either before or during pregnancy have been shown to improve intrauterine growth, but the mechanisms through which the supplements improve intrauterine growth remain unclear. Objectives: We examined whether hemoglobin (Hb) during pregnancy could be a potential mechanism through which multiple micronutrient-fortified SQ-LNS improve intrauterine growth. Methods: We used data collected from women and newborns in a randomized controlled trial conducted in Pakistan, India, the Democratic Republic of the Congo, and Guatemala. Women were randomly assigned to consume multiple micronutrient-fortified SQ-LNS from preconception until birth (arm 1); consume the SQ-LNS from the second trimester of pregnancy until birth (arm 2); or no supplement (arm 3). Intrauterine growth, expressed as birth length, weight, and head circumference Z-scores, was the outcome. The mediator was Hb (g/dL) measured at 12 (n = 2075) and 32 wk of gestation (n = 2157). Causal mediation analysis was employed to estimate direct and indirect effects. Results: Hb levels at 12 or 32 wk of gestation did not mediate the relation between the SQ-LNS and intrauterine growth. Indirect effects of preconception SQ-LNS (arm 1) compared with arm 3, mediated by Hb at 12 wk of gestation, were 0.02 [95% confidence interval (CI): –0.02, 0.01], 0.01 (95% CI: –0.01, 0.02), and 0.01 (95% CI: –0.01, 0.02) for length, weight, and head circumference Z-scores, respectively. The corresponding direct effects (95% CIs), not mediated by Hb, were 0.18 (0.09, 0.33), 0.12 (0.03, 0.23), and 0.06 (–0.03, 0.20), respectively. Site-specific and gestational age-adjusted data analyses at 12 and 32 wk of gestation confirmed the findings of no statistically significant mediated effects of Hb during pregnancy. Conclusions: The observed main effect of multiple micronutrient-fortified SQ-LNS on intrauterine growth was not mediated by Hb levels at 12 or 32 wk of gestation. The findings suggest exploring other pathways implicated in the association between the SQ-LNS and intrauterine growth. This trial was registered at clinicaltrials.gov as #NCT01883193 (https://clinicaltrials.gov/ct2/show/NCT01883193?term=01883193&rank=1).
AB - Background: Nutrition supplements such as multiple micronutrient-fortified small-quantity lipid-based nutrient supplementation (SQ-LNS) consumed either before or during pregnancy have been shown to improve intrauterine growth, but the mechanisms through which the supplements improve intrauterine growth remain unclear. Objectives: We examined whether hemoglobin (Hb) during pregnancy could be a potential mechanism through which multiple micronutrient-fortified SQ-LNS improve intrauterine growth. Methods: We used data collected from women and newborns in a randomized controlled trial conducted in Pakistan, India, the Democratic Republic of the Congo, and Guatemala. Women were randomly assigned to consume multiple micronutrient-fortified SQ-LNS from preconception until birth (arm 1); consume the SQ-LNS from the second trimester of pregnancy until birth (arm 2); or no supplement (arm 3). Intrauterine growth, expressed as birth length, weight, and head circumference Z-scores, was the outcome. The mediator was Hb (g/dL) measured at 12 (n = 2075) and 32 wk of gestation (n = 2157). Causal mediation analysis was employed to estimate direct and indirect effects. Results: Hb levels at 12 or 32 wk of gestation did not mediate the relation between the SQ-LNS and intrauterine growth. Indirect effects of preconception SQ-LNS (arm 1) compared with arm 3, mediated by Hb at 12 wk of gestation, were 0.02 [95% confidence interval (CI): –0.02, 0.01], 0.01 (95% CI: –0.01, 0.02), and 0.01 (95% CI: –0.01, 0.02) for length, weight, and head circumference Z-scores, respectively. The corresponding direct effects (95% CIs), not mediated by Hb, were 0.18 (0.09, 0.33), 0.12 (0.03, 0.23), and 0.06 (–0.03, 0.20), respectively. Site-specific and gestational age-adjusted data analyses at 12 and 32 wk of gestation confirmed the findings of no statistically significant mediated effects of Hb during pregnancy. Conclusions: The observed main effect of multiple micronutrient-fortified SQ-LNS on intrauterine growth was not mediated by Hb levels at 12 or 32 wk of gestation. The findings suggest exploring other pathways implicated in the association between the SQ-LNS and intrauterine growth. This trial was registered at clinicaltrials.gov as #NCT01883193 (https://clinicaltrials.gov/ct2/show/NCT01883193?term=01883193&rank=1).
KW - Women First Trial
KW - causal mediation analysis
KW - hemoglobin during pregnancy
KW - intrauterine growth
KW - lipid-based nutrient supplement
UR - https://www.scopus.com/pages/publications/105007147443
U2 - 10.1016/j.tjnut.2025.04.036
DO - 10.1016/j.tjnut.2025.04.036
M3 - Article
C2 - 40339908
AN - SCOPUS:105007147443
SN - 0022-3166
VL - 155
SP - 2385
EP - 2397
JO - Journal of Nutrition
JF - Journal of Nutrition
IS - 7
ER -