Childhood Obesity and Neurodevelopmental Outcomes Exploring Inflammatory and Metabolic Pathways

Authors

  • Dharmawan Lokanata Mitra Keluarga Kalideres
  • Sylvia Wijaya Mitra Keluarga Kalideres

DOI:

https://doi.org/10.59890/ijnhs.v4i4.16

Keywords:

Childhood Obesity, Neurodevelopmental Outcomes, Inflammatory Pathway, Metabolic Dysfunction, Structural Equation Modeling

Abstract

Childhood obesity is a global health problem related to metabolic disorders and changes in brain developmental function through inflammatory mechanisms and metabolic dysregulation. This study aims to analyze the relationship between childhood obesity and neurodevelopmental outcomes and evaluate the role of inflammatory and metabolic pathways as mediators in these relationships. This study uses an analytical observational design with a structural equation modeling (SEM) approach on 300 children aged 6–12 years. Data were collected through anthropometric measurements (BMI-for-age Z-score, waist circumference, and body fat percentage), examination of inflammatory biomarkers (C-reactive protein, interleukin-6, tumor necrosis factor-α, and interleukin-1β), metabolic biomarkers (glucose, insulin, HOMA-IR, leptin, adiponectine, and lipid profile), and neurodevelopmental assessments covering cognitive, executive, attention, memory, behavioral, and motor functions. The analysis was conducted through the evaluation of measurement models, structural models, and testing of mediating effects using the bootstrapping method. The research model showed that the increase in childhood obesity was related to changes in inflammatory and metabolic pathways which were subsequently related to neurodevelopmental outcomes. These findings provide an understanding of the biological mechanisms that link childhood adiposity to neurocognitive development and support the development of early detection strategies and multidimensional interventions in children at risk of obesity

References

Arnold, S. E., Arvanitakis, Z., Macauley-Rambach, S. L., Koenig, A. M., Wang, H. Y., Ahima, R. S., Craft, S., Gandy, S., Buettner, C., & Stoeckel, L. E. (2022). Brain insulin resistance in metabolic disorders and cognitive dysfunction. Nature Reviews Endocrinology, 18, 381–394.

Blüher, M. (2023). Obesity: Global epidemiology and pathogenesis. Nature Reviews Endocrinology, 19, 11–23. https://doi.org/10.1038/s41574-022-00794-4

Brooks, S. J., Smith, C., & Stamoulis, C. (2023). Excess BMI in early adolescence adversely impacts maturating functional circuits supporting high-level cognition and their structural correlates. International Journal of Obesity, 47, 590–605. https://doi.org/10.1038/s41366-023-01303-7

Deng, T., Lyon, C. J., Bergin, S., Caligiuri, M. A., & Hsueh, W. A. (2023). Obesity, inflammation and metabolic dysfunction. Annual Review of Pathology: Mechanisms of Disease, 18, 321–347.

Donohoe, C. L., Lysaght, J., & O’Sullivan, J. (2022). Obesity, inflammation and immune dysfunction. Clinical Science, 136, 1415–1430.

Ellulu, M. S., Patimah, I., Khaza’ai, H., Rahmat, A., & Abed, Y. (2022). Obesity and inflammation: The linking mechanism and complications. Archives of Medical Science, 18, 1195–1208.

Gouveia, É. R., Maia, J. A., Beunen, G., et al. (2023). Childhood obesity, inflammation and cognitive performance: Biological pathways and clinical implications. Frontiers in Pediatrics, 11, 1182345. https://doi.org/10.3389/fped.2023.1182345

Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2022). Partial least squares structural equation modeling (PLS-SEM) using R. Springer. https://doi.org/10.1007/978-3-030-80519-7

Kline, R. B. (2023). Principles and practice of structural equation modeling (5th ed.). Guilford Press.

Kullmann, S., Valenta, V., Wagner, R., Tschritter, O., Machann, J., Häring, H. U., Fritsche, A., Preissl, H., & Veit, R. (2023). Childhood obesity is linked to altered brain structure and inflammatory pathways. Brain, Behavior, and Immunity, 108, 1–10.

Liang, J., Matheson, B. E., Kaye, W. H., & Boutelle, K. N. (2023). Neurocognitive correlates of childhood obesity: The role of metabolic and inflammatory mechanisms. Nutrients, 15(8), 1924. https://doi.org/10.3390/nu15081924

Martin, A., Booth, J. N., Laird, Y., Sproule, J., Reilly, J. J., & Saunders, D. H. (2022). Physical activity, obesity and cognitive development in children: A systematic perspective. Pediatric Obesity, 17, e12924.

Miller, A. L., Lumeng, J. C., & LeBourgeois, M. K. (2022). Inflammation, adiposity, and executive function in children: Emerging pathways linking metabolic health and brain development. Journal of Pediatric Psychology, 48(2), 134–145.

Morys, F., García-García, I., & Dagher, A. (2022). Obesity and neuroimaging: Brain structure and function alterations. Obesity Reviews, 23, e13455. https://doi.org/10.1111/obr.13455

Sadler, J. R., Thapaliya, G., Ranganath, K., et al. (2023). Paediatric obesity and metabolic syndrome associations with cognition and the brain in youth: Current evidence and future directions. Pediatric Obesity, 18(8), e13042. https://doi.org/10.1111/ijpo.13042

Smith, L., Toussaint, L., Micoli, A., et al. (2021). Obesity, putative biological mediators, and cognitive function in a national sample of children and adolescents. Preventive Medicine, 148, 106569.

Styne, D. M., Arslanian, S. A., Connor, E. L., et al. (2022). Pediatric obesity—Assessment, treatment, and prevention: An Endocrine Society clinical practice guideline update. Journal of Clinical Endocrinology & Metabolism, 107(2), 339–373.

World Health Organization. (2024). Obesity and overweight. World Health Organization. https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight

Downloads

Published

2026-11-04

How to Cite

Lokanata, D., & Wijaya, S. (2026). Childhood Obesity and Neurodevelopmental Outcomes Exploring Inflammatory and Metabolic Pathways. International Journal of Natural and Health Sciences, 4(4), 531–546. https://doi.org/10.59890/ijnhs.v4i4.16