Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis
Objective: No existing studies have examined the mediating role of chronic inflammation between obesity and dysregulated glucose homeostasis in adolescent samples. This study evaluated whether C-reactive protein (CRP), an inflammation biomarker, mediated the effects of growth (annual increase) in bo...
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doaj-79509101d2db47de97fd500e62bbd4842020-11-25T03:31:23ZengKarger PublishersObesity Facts1662-40251662-40332019-05-0112331632710.1159/000500422500422Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation AnalysisTed Chun Tat FongObjective: No existing studies have examined the mediating role of chronic inflammation between obesity and dysregulated glucose homeostasis in adolescent samples. This study evaluated whether C-reactive protein (CRP), an inflammation biomarker, mediated the effects of growth (annual increase) in body mass index (BMI) on glycated hemoglobin (HbA1c). Methods: BMI and biomarker data were used from wave I to wave IV of the National Longitudinal Study of Adolescent to Adult Health (Add Health study; 4,545 adolescents; mean age = 14.9 years; 55.7% female) with valid CRP data. A causal moderated mediation analysis evaluated the direct and indirect effects of BMI slope on HbA1c via CRP across gender, with demographic and clinical characteristics as model covariates. Results: The participants displayed a linear BMI growth of 0.53–0.58 kg/m2/year throughout adolescence, with substantial interindividual variation. The BMI slope showed positive direct and indirect effects on HbA1c via CRP across gender, and there was a significant exposure-mediator interaction effect. A standardized increase in the BMI slope raised the probability of an abnormal HbA1c value by 6.0–8.5% in participants with various profiles. The total natural indirect effect accounted for 13.3–15.9% of the total effect in males and 21.2–22.7% in females. Conclusions: The findings provide support for the inflammation mechanism in the effects of adiposity on glucose homeostasis. In adolescents, excess BMI growth was linked with a higher risk of glucose dysregulation either directly or indirectly via chronic inflammation.https://www.karger.com/Article/FullText/500422C-reactive proteinChildhood obesityInflammationModerated mediationPrediabetesWeight gain |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ted Chun Tat Fong |
spellingShingle |
Ted Chun Tat Fong Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis Obesity Facts C-reactive protein Childhood obesity Inflammation Moderated mediation Prediabetes Weight gain |
author_facet |
Ted Chun Tat Fong |
author_sort |
Ted Chun Tat Fong |
title |
Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis |
title_short |
Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis |
title_full |
Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis |
title_fullStr |
Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis |
title_full_unstemmed |
Indirect Effects of Body Mass Index Growth on Glucose Dysregulation via Inflammation: Causal Moderated Mediation Analysis |
title_sort |
indirect effects of body mass index growth on glucose dysregulation via inflammation: causal moderated mediation analysis |
publisher |
Karger Publishers |
series |
Obesity Facts |
issn |
1662-4025 1662-4033 |
publishDate |
2019-05-01 |
description |
Objective: No existing studies have examined the mediating role of chronic inflammation between obesity and dysregulated glucose homeostasis in adolescent samples. This study evaluated whether C-reactive protein (CRP), an inflammation biomarker, mediated the effects of growth (annual increase) in body mass index (BMI) on glycated hemoglobin (HbA1c). Methods: BMI and biomarker data were used from wave I to wave IV of the National Longitudinal Study of Adolescent to Adult Health (Add Health study; 4,545 adolescents; mean age = 14.9 years; 55.7% female) with valid CRP data. A causal moderated mediation analysis evaluated the direct and indirect effects of BMI slope on HbA1c via CRP across gender, with demographic and clinical characteristics as model covariates. Results: The participants displayed a linear BMI growth of 0.53–0.58 kg/m2/year throughout adolescence, with substantial interindividual variation. The BMI slope showed positive direct and indirect effects on HbA1c via CRP across gender, and there was a significant exposure-mediator interaction effect. A standardized increase in the BMI slope raised the probability of an abnormal HbA1c value by 6.0–8.5% in participants with various profiles. The total natural indirect effect accounted for 13.3–15.9% of the total effect in males and 21.2–22.7% in females. Conclusions: The findings provide support for the inflammation mechanism in the effects of adiposity on glucose homeostasis. In adolescents, excess BMI growth was linked with a higher risk of glucose dysregulation either directly or indirectly via chronic inflammation. |
topic |
C-reactive protein Childhood obesity Inflammation Moderated mediation Prediabetes Weight gain |
url |
https://www.karger.com/Article/FullText/500422 |
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