Evidence map›Paper›PMID 40615545›Full record

ArticleScientific reports2025

Metabolome alterations in pediatric metabolically unhealthy obesity are primarily linked to abnormal glucose homeostasis.

Daniel Zhi Wei Ng, Yu Hao Shie, Sandheep Ransilu Piyasanka, Dorinda Yan Qin Kioh, Andrew Anjian Sng, Bee Wah Lee, Yung Seng Lee, Eric Chun Yong Chan, Delicia Shu Qin Ooi

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
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

9 authors.

Daniel Zhi Wei NgDepartment of Pharmacy and Pharmaceutical Science, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore.
Yu Hao ShieDepartment of Pharmacy and Pharmaceutical Science, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore.
Sandheep Ransilu PiyasankaDepartment of Pharmacy and Pharmaceutical Science, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore.
Dorinda Yan Qin KiohDepartment of Pharmacy and Pharmaceutical Science, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore.
Andrew Anjian SngDepartment of Paediatrics, National University of Singapore, Yong Loo Lin School of Medicine, 1E Kent Ridge Road, NUHS Tower Block, Level 12, Singapore, 119228, Singapore.
Bee Wah LeeDepartment of Paediatrics, National University of Singapore, Yong Loo Lin School of Medicine, 1E Kent Ridge Road, NUHS Tower Block, Level 12, Singapore, 119228, Singapore.
Yung Seng LeeDepartment of Paediatrics, National University of Singapore, Yong Loo Lin School of Medicine, 1E Kent Ridge Road, NUHS Tower Block, Level 12, Singapore, 119228, Singapore.
Eric Chun Yong ChanDepartment of Pharmacy and Pharmaceutical Science, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore. phaccye@nus.edu.sg.ORCID http://orcid.org/0000-0001-6107-9072
Delicia Shu Qin OoiDepartment of Paediatrics, National University of Singapore, Yong Loo Lin School of Medicine, 1E Kent Ridge Road, NUHS Tower Block, Level 12, Singapore, 119228, Singapore. paeosqd@nus.edu.sg.ORCID http://orcid.org/0000-0001-8677-0126

Funding

National University Health System Seed Fund 2019 A-0002738-01-00
6 · The paper itself

Abstract

The mechanisms underlying metabolically healthy obesity (MHO) in pediatrics remain poorly understood. This study aims to evaluate the plasma metabolome of MHO versus metabolically unhealthy obesity (MUO) in Asian children and adolescents, to identify key metabolic drivers that undergird the MUO phenotype. MHO and MUO were defined by the absence or presence of metabolic syndrome criteria, respectively. We conducted untargeted metabolomics analysis on plasma samples from children and adolescents without obesity (n = 24), with MHO (n = 65) and with MUO (n = 222). Multivariate data analyses identified key metabolites differentiating the groups. Logistic regression assessed metabolite associations with metabolic conditions, while Spearman's correlation evaluated their links to cardiometabolic parameters. Metabolites such as plasma fatty acids, amino acids and 1,5-anhydroglucitol differentiated MHO from MUO, correlating significantly with parameters of glucose homeostasis. Plasma branched-chain amino acids and 3-hydroxyisobutyric acid were elevated while 1,5-anhydroglucitol was reduced in pediatrics with obesity and abnormal glucose tolerance compared to those with obesity and normal glucose tolerance. Our study revealed distinct metabolome alterations between MHO and MUO in Asian children and adolescents. Notably, we identified that these metabolomic differences between MHO and MUO are primarily linked to abnormal glucose homeostasis, highlighting potential metabolic targets for improving health outcomes in pediatric obesity.

Indexed as

Blood GlucoseGlucoseHomeostasisMetabolic SyndromeMetabolomeObesity, Metabolically BenignPediatric ObesityAdolescentChildDeoxyglucoseFemaleHumansMaleMetabolomics1,5-anhydroglucitolBlood GlucoseDeoxyglucoseGlucoseAbnormal glucose toleranceChildren and adolescents with obesityMetabolically healthy obesityMetabolically unhealthy obesityMetabolic syndromePlasma metabolomics

Identifiers

PMID40615545
PMCPMC12227581

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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.