Evidence map›Paper›PMID 42462817›Full record

ArticleThe American journal of clinical nutrition2026

Metabolites co-correlating with maternal obesity and gestational weight gain and offspring childhood obesity: a prospective birth cohort study.

Huan Yun, Anat Yaskolka Meir, Jie Hu, Guoying Wang, Frank B Hu, Xiumei Hong, Xiaobin Wang, Liming Liang

Abstract read
In one paragraph

Article in The American journal of clinical nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Huan YunDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Anat Yaskolka MeirDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Jie HuEpidemiology and Center for Genomic Medicine and Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States.
Guoying WangCenter on the Early Life Origins of Disease, Department of Population, Family and Reproductive Health, John Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States.
Frank B HuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.
Xiumei HongCenter on the Early Life Origins of Disease, Department of Population, Family and Reproductive Health, John Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States.
Xiaobin WangCenter on the Early Life Origins of Disease, Department of Population, Family and Reproductive Health, John Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States; Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
Liming LiangDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States. Electronic address: lliang@hsph.harvard.edu.

Funding

Preterm Birth, Maternal and Cord Blood Metabolome, and Child Metabolic RiskR01HD041702 · NICHD · LURIE CHILDREN'S HOSPITAL OF CHICAGO · PI Frank B Hu, XIAOBIN WANG · 2001 to 2026
$11.1M
Immune Development Across the Life Course: Integrating Exposures and Multi-Omics in the Boston Birth CohortU01ES034983 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI Hongkai Ji, Harry Benjamin Larman · 2022 to 2026
$3.9M
Functional RNA Modifications, Micronutrient Exposure, Developmental DisabilitiesR01ES031521 · NIEHS · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI WANG, XIAOBIN, XIE, HEHUANG · 2020 to 2024
$1.9M
Maternal Exposure to Low Level Mercury, Metabolome, and Child Cardiometabolic Risk in Multi-Ethnic Prospective Birth CohortsR01ES031272 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI WANG, GUOYING, WANG, XIAOBIN · 2020 to 2024
$1.2M
Interplay of the T Cell Repertoire Development and Early Life Exposure on Incident Risk of Peanut AllergyR21AI171059 · NIAID · JOHNS HOPKINS UNIVERSITY · PI HONG, XIUMEI, SMITH, KELLIE NICOLE · 2023 to 2024
$450k
Inter-Generational Cardiometabolic Risk: Explore Underlying Immune PathwaysR21HD116039 · NICHD · JOHNS HOPKINS UNIVERSITY · PI WANG, GUOYING · 2024 to 2025
$450k
NIAID NIH HHS R21 AI171059NICHD NIH HHS R01 HD041702NICHD NIH HHS R21 HD116039NIEHS NIH HHS R01 ES031272NIEHS NIH HHS R01 ES031521NIEHS NIH HHS U01 ES034983
6 · The paper itself

Abstract

backgroundElevated prepregnancy body mass index (ppBMI) and excessive gestational weight gain (GWG) may contribute to the development of childhood overweight or obesity (COWO), potentially by altering the intrauterine metabolic environment.

objectivesThis study aimed to evaluate the impact of maternal obesity phenotypes on maternal and umbilical cord blood metabolomic profiles, both individually and collectively, and to further examine their association with COWO incidence from preschool through adolescence.

methodsWe analyzed 1253 mother-child dyads with maternal metabolomic data collected 1 to 3 d postpartum and 856 dyads with cord metabolomic data from a prospective multiethnic birth cohort. Metabolomics was profiled using liquid chromatography-tandem mass spectrometry. COWO was defined as a BMI ≥ 85th percentile for a specific age and sex. Metabolomic signatures of maternal obesity and scores were derived using linear regression and elastic net regression, and their associations with COWO were assessed via logistic regression.

resultsMost maternal metabolites were significantly correlated with corresponding cord metabolites (Spearman's ρ: 0.11-0.67; adjusted P < 0.05), except for steroids and certain phospholipids. ppBMI was significantly associated with broad-based alterations in maternal metabolite profiles, particularly medium-chain acylcarnitines, saturated sphingomyelins, triacylglycerols, and phospholipids carrying PUFAs. We further developed ppBMI-related multi-metabolite scores (Pearson's r = 0.43-0.64) that were associated with higher birthweight (β = 0.07-0.11; P < 0.013) and increased COWO risk (odds ratio: 1.18-1.61; all P < 0.05) from preschool through adolescence. A similar pattern was observed for GWG. In mediation analyses, the maternal metabolite score explained 12.3% (95% confidence interval: 2.18, 24.5; P = 0.02) of the association between ppBMI and BMI z-score at the last well-child visit.

conclusionsMetabolomic profiles are associated with and may partly mediate the association between maternal obesity, particularly ppBMI, and an increased risk of COWO. These findings warrant validation in independent cohorts.

Indexed as

Gestational Weight GainMetabolomeObesityPediatric ObesityPregnancy in ObesityAdolescentAdultBirth CohortBody Mass IndexChildChild, PreschoolDevelopmental Origins of Health and DiseaseFemaleFetal BloodHumansMalebirth cohortchildhood overweight or obesitygestational weight gainmetabolomeprepregnancy BMI

Identifiers

PMID42462817
PMCPMC13390791

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.