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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Main Author: Ted Chun Tat Fong
Format: Article
Language:English
Published: Karger Publishers 2019-05-01
Series:Obesity Facts
Subjects:
Online Access:https://www.karger.com/Article/FullText/500422
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spelling 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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