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Post-malnutrition weight gain is associated with changes to muscle and energy metabolism in adolescence: a cohort analysis

Post-malnutrition weight gain is associated with changes to muscle and energy metabolism in adolescence: a cohort analysis
Post-malnutrition weight gain is associated with changes to muscle and energy metabolism in adolescence: a cohort analysis
Background: treatment strategies for severe childhood malnutrition often encourage rapid weight gain and catch-up growth. However, the long-term metabolic consequences of such growth are unclear.

Objectives: this study aimed to apply metabolomics to investigate how postmalnutrition weight gain (PMWG) in childhood relates to metabolic variation and physiological state in adolescence.

Methods: in an exploratory cohort study, urine and plasma were collected from adolescents (n = 151) 15 y after hospitalization for childhood malnutrition in Blantyre, Malawi. Analyses included untargeted urinary 1H nuclear magnetic resonance spectroscopy, and targeted plasma liquid chromatography mass spectrometry-based metabolomics and myokine assay. PMWG was assessed using weight-for-age z-score (WAZ) at hospital discharge and 1-y follow-up from earlier studies. Adolescent physiology was measured, including muscle function [standing jump length (cm)]. Associations with PMWG were investigated using orthogonal projection to latent structures (OPLS) and regression models.

Results: OPLS demonstrated that a greater increase in WAZ between discharge and 1-y postmalnutrition was associated with distinct plasma and urinary metabolic signatures in adolescence, especially among those with nonedematous malnutrition. This included higher fasting plasma sugars [β = 6.40 × 103 μM; 95% confidence interval (CI): 2.99 × 103, 9.81 × 103], triglycerides, phosphatidylcholines, altered amino acids, and lower urinary muscle- and energy-related metabolites. Findings remained significant following adjustment (age, HIV, disability, sex, puberty, socioeconomic status, and minimum admission WAZ). In regression analyses, several of these metabolites positively associated with muscle outcomes, including creatinine (β = 13.5 cm; 95% CI: 7.87, 19.2) and β-hydroxy-β-methylbutyrate (β = 12.9 cm; 95% CI: 6.97, 18.7) with jump length.

Conclusions: individuals with greater PMWG exhibited lower muscle-related metabolites and altered energy metabolism in adolescence. It remains unclear whether this reflects inherent differences in how individuals gain weight, or whether early-life weight gain programs future metabolic states. Elucidating these mechanisms will inform interventions to ameliorate long-term health risks, an urgent priority following the growing double burden of malnutrition in low- and middle-income countries.
0002-9165
Wimborne, Elizabeth
37c714cd-5810-4e70-a400-02724929e4a2
Kirolos, Amir
6c2eeaef-42b1-4f29-8662-b0f7550614ce
Lelijveld, Natasha
7a72c8d6-3498-4da4-9d7c-fe5a5de1cce9
Deane, Colleen
3320532e-f411-4ea8-9a14-4a9f248da898
O’Donovan, Grace
17dbbc92-58f6-44f8-941e-31d73be702af
Nkosi-Gondwe, Thandile
a63979f3-0e98-467c-bd33-053edf9b1722
Crampin, Amelia
ebd7c8da-2190-4f10-a96c-8f8d99cafcfe
Kerac, Marko
00cac0f3-0172-42b3-bd06-ecef7d6a1a10
Swann, Jonathan R.
7c11a66b-f4b8-4dbf-aa17-ad8b0561b85c
Wimborne, Elizabeth
37c714cd-5810-4e70-a400-02724929e4a2
Kirolos, Amir
6c2eeaef-42b1-4f29-8662-b0f7550614ce
Lelijveld, Natasha
7a72c8d6-3498-4da4-9d7c-fe5a5de1cce9
Deane, Colleen
3320532e-f411-4ea8-9a14-4a9f248da898
O’Donovan, Grace
17dbbc92-58f6-44f8-941e-31d73be702af
Nkosi-Gondwe, Thandile
a63979f3-0e98-467c-bd33-053edf9b1722
Crampin, Amelia
ebd7c8da-2190-4f10-a96c-8f8d99cafcfe
Kerac, Marko
00cac0f3-0172-42b3-bd06-ecef7d6a1a10
Swann, Jonathan R.
7c11a66b-f4b8-4dbf-aa17-ad8b0561b85c

Wimborne, Elizabeth, Kirolos, Amir, Lelijveld, Natasha, Deane, Colleen, O’Donovan, Grace, Nkosi-Gondwe, Thandile, Crampin, Amelia, Kerac, Marko and Swann, Jonathan R. (2025) Post-malnutrition weight gain is associated with changes to muscle and energy metabolism in adolescence: a cohort analysis. American Journal of Clinical Nutrition. (doi:10.1016/j.ajcnut.2025.101130).

Record type: Article

Abstract

Background: treatment strategies for severe childhood malnutrition often encourage rapid weight gain and catch-up growth. However, the long-term metabolic consequences of such growth are unclear.

Objectives: this study aimed to apply metabolomics to investigate how postmalnutrition weight gain (PMWG) in childhood relates to metabolic variation and physiological state in adolescence.

Methods: in an exploratory cohort study, urine and plasma were collected from adolescents (n = 151) 15 y after hospitalization for childhood malnutrition in Blantyre, Malawi. Analyses included untargeted urinary 1H nuclear magnetic resonance spectroscopy, and targeted plasma liquid chromatography mass spectrometry-based metabolomics and myokine assay. PMWG was assessed using weight-for-age z-score (WAZ) at hospital discharge and 1-y follow-up from earlier studies. Adolescent physiology was measured, including muscle function [standing jump length (cm)]. Associations with PMWG were investigated using orthogonal projection to latent structures (OPLS) and regression models.

Results: OPLS demonstrated that a greater increase in WAZ between discharge and 1-y postmalnutrition was associated with distinct plasma and urinary metabolic signatures in adolescence, especially among those with nonedematous malnutrition. This included higher fasting plasma sugars [β = 6.40 × 103 μM; 95% confidence interval (CI): 2.99 × 103, 9.81 × 103], triglycerides, phosphatidylcholines, altered amino acids, and lower urinary muscle- and energy-related metabolites. Findings remained significant following adjustment (age, HIV, disability, sex, puberty, socioeconomic status, and minimum admission WAZ). In regression analyses, several of these metabolites positively associated with muscle outcomes, including creatinine (β = 13.5 cm; 95% CI: 7.87, 19.2) and β-hydroxy-β-methylbutyrate (β = 12.9 cm; 95% CI: 6.97, 18.7) with jump length.

Conclusions: individuals with greater PMWG exhibited lower muscle-related metabolites and altered energy metabolism in adolescence. It remains unclear whether this reflects inherent differences in how individuals gain weight, or whether early-life weight gain programs future metabolic states. Elucidating these mechanisms will inform interventions to ameliorate long-term health risks, an urgent priority following the growing double burden of malnutrition in low- and middle-income countries.

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More information

Accepted/In Press date: 25 November 2025
e-pub ahead of print date: 29 November 2025

Identifiers

Local EPrints ID: 507935
URI: http://eprints.soton.ac.uk/id/eprint/507935
ISSN: 0002-9165
PURE UUID: 81ef9900-ccef-4be0-be26-d4be5d04870f
ORCID for Elizabeth Wimborne: ORCID iD orcid.org/0000-0001-8471-4489
ORCID for Colleen Deane: ORCID iD orcid.org/0000-0002-2281-6479
ORCID for Jonathan R. Swann: ORCID iD orcid.org/0000-0002-6485-4529

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Date deposited: 07 Jan 2026 18:15
Last modified: 10 Jan 2026 05:01

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Contributors

Author: Elizabeth Wimborne ORCID iD
Author: Amir Kirolos
Author: Natasha Lelijveld
Author: Colleen Deane ORCID iD
Author: Grace O’Donovan
Author: Thandile Nkosi-Gondwe
Author: Amelia Crampin
Author: Marko Kerac

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