Cognitive and Executive Function Scores at Age 7 in Relation to Maternal Mid-Pregnancy Plasma Nutrient Mixtures in a Singaporean Family Follow-Up Cohort

<b>Background</b>: Although there is substantial research into individual nutrients during pregnancy, such as folate, iron, and vitamin D, little is known about the impact of mixtures of essential nutrients. We investigated the associations between mixtures of maternal essential minerals and vitamin concentrations and child cognition and executive functions at age 7. <b>Methods</b>: Data from 348 mother-child pairs in the Growing up in Singapore Towards Healthy Outcomes birth cohort with both plasma nutrient and neurodevelopmental outcome data were used. Gestational fasting plasma samples between 26 and 28 weeks of gestation were analyzed for 10 essential minerals and 12 B and D vitamers. Child cognition and executive functions at 7 years were assessed using the Wechsler Abbreviated Scale of Intelligence 2nd Edition (WASI-II) [<i>n</i> = 331] and the Behavior Rating Inventory of Executive Function 2nd Edition (BRIEF-2) [<i>n</i> = 348], respectively. Generalized weighted quantile sum regression (gWQS) was used to investigate the associations between nutrient mixtures and child cognitive executive function scores. Single-nutrient analysis using covariate-adjusted multivariable regressions was performed as a sensitivity analysis. <b>Results</b>: A one-quartile increase in the positively weighted nutrient mixture index was associated with higher block design T-scores (β = 2.17, 95% CI: 0.03, 4.31). Additionally, the negatively weighted mixture was associated with lower block design (β = -2.25, 95% CI: -4.92, 0.41, <i>p</i> = 0.02) and perceptual reasoning (β = -1.94, 95% CI: -5.17, 1.29, <i>p</i> = 0.04) scores in boys only. We found no association between the nutrient mixture and BRIEF-2 subscale T-scores. <b>Conclusions</b>: In this study, we found that a positively weighted nutrient mixture index of maternal gestational minerals and vitamins was associated with a greater ability in children to analyze and understand abstract visual items.

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Journal
Nutrients
Published
2026-03-03
DOI
https://doi.org/10.3390/nu18050818
Primary Topic
Vitamin D Research Studies
Type
article
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article

Cognitive and Executive Function Scores at Age 7 in Relation to Maternal Mid-Pregnancy Plasma Nutrient Mixtures in a Singaporean Family Follow-Up Cohort

YAP-SENG CHONG, S. M. Chan, Jonathan Huang, Jordana Leader et al.
Nutrients
Vitamin D Research Studies
article

Cognitive and Executive Function Scores at Age 7 in Relation to Maternal Mid-Pregnancy Plasma Nutrient Mixtures in a Singaporean Family Follow-Up Cohort

YAP-SENG CHONG, S. M. Chan, Jonathan Huang, Jordana Leader, Kok Hian Tan, Shiwen Li, Damaskini Valvi, Jun Shi Lai, Youssef Oulhote, Stefano Renzetti, Mary Foong-Fong Chong, Keith M. Godfrey, Johan G. Eriksson
article en

Abstract

<b>Background</b>: Although there is substantial research into individual nutrients during pregnancy, such as folate, iron, and vitamin D, little is known about the impact of mixtures of essential nutrients. We investigated the associations between mixtures of maternal essential minerals and vitamin concentrations and child cognition and executive functions at age 7. <b>Methods</b>: Data from 348 mother-child pairs in the Growing up in Singapore Towards Healthy Outcomes birth cohort with both plasma nutrient and neurodevelopmental outcome data were used. Gestational fasting plasma samples between 26 and 28 weeks of gestation were analyzed for 10 essential minerals and 12 B and D vitamers. Child cognition and executive functions at 7 years were assessed using the Wechsler Abbreviated Scale of Intelligence 2nd Edition (WASI-II) [<i>n</i> = 331] and the Behavior Rating Inventory of Executive Function 2nd Edition (BRIEF-2) [<i>n</i> = 348], respectively. Generalized weighted quantile sum regression (gWQS) was used to investigate the associations between nutrient mixtures and child cognitive executive function scores. Single-nutrient analysis using covariate-adjusted multivariable regressions was performed as a sensitivity analysis. <b>Results</b>: A one-quartile increase in the positively weighted nutrient mixture index was associated with higher block design T-scores (β = 2.17, 95% CI: 0.03, 4.31). Additionally, the negatively weighted mixture was associated with lower block design (β = -2.25, 95% CI: -4.92, 0.41, <i>p</i> = 0.02) and perceptual reasoning (β = -1.94, 95% CI: -5.17, 1.29, <i>p</i> = 0.04) scores in boys only. We found no association between the nutrient mixture and BRIEF-2 subscale T-scores. <b>Conclusions</b>: In this study, we found that a positively weighted nutrient mixture index of maternal gestational minerals and vitamins was associated with a greater ability in children to analyze and understand abstract visual items.

NutrientsVol. 18(5)
Agency for Science, Technology and Research (SG), University of Hawaiʻi at Mānoa (US), Hawaii Department of Health (US), National University of Singapore (SG), University Hospital Southampton NHS Foundation Trust (GB), Department of Public Health (AS), Singapore Institute for Clinical Sciences (SG), KK Women's and Children's Hospital (SG), NIHR Southampton Biomedical Research Centre (GB), MRC Lifecourse Epidemiology Unit (GB), National University Health System (SG), University of Southampton (GB), University of Brescia (IT), Icahn School of Medicine at Mount Sinai (US)
Good health and well-being
Openalex Percentile: Top 37%
Vitamin D Research Studies
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