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Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children
Background: Persistent gut microbiota (GM) imbalance has been associated with metabolic disease development. This study evaluated the mediating role of waist circumference in the association between GM and insulin resistance (IR) in children. Methods: This cross-sectional study included 533 children...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453241/ https://www.ncbi.nlm.nih.gov/pubmed/37628382 http://dx.doi.org/10.3390/children10081382 |
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author | Ayala-García, Juan Carlos Díaz-Benítez, Cinthya Estefhany Lagunas-Martínez, Alfredo Orbe-Orihuela, Yaneth Citlalli Castañeda-Márquez, Ana Cristina Ortiz-Panozo, Eduardo Bermúdez-Morales, Víctor Hugo Cruz, Miguel Burguete-García, Ana Isabel |
author_facet | Ayala-García, Juan Carlos Díaz-Benítez, Cinthya Estefhany Lagunas-Martínez, Alfredo Orbe-Orihuela, Yaneth Citlalli Castañeda-Márquez, Ana Cristina Ortiz-Panozo, Eduardo Bermúdez-Morales, Víctor Hugo Cruz, Miguel Burguete-García, Ana Isabel |
author_sort | Ayala-García, Juan Carlos |
collection | PubMed |
description | Background: Persistent gut microbiota (GM) imbalance has been associated with metabolic disease development. This study evaluated the mediating role of waist circumference in the association between GM and insulin resistance (IR) in children. Methods: This cross-sectional study included 533 children aged between 6 and 12. The anthropometry, metabolic markers, and relative abundance (RA) of five intestinal bacterial species were measured. Path coefficients were estimated using path analysis to assess direct, indirect (mediated by waist circumference), and total effects on the association between GM and IR. Results: The results indicated a positive association mediated by waist circumference between the medium and high RA of S. aureus with homeostatic model assessments for insulin resistance (HOMA-IR) and for insulin resistance adiponectin-corrected (HOMA-AD). We found a negative association mediated by waist circumference between the low and medium RA of A. muciniphila and HOMA-IR and HOMA-AD. Finally, when we evaluated the joint effect of S. aureus, L. casei, and A. muciniphila, we found a waist circumference-mediated negative association with HOMA-IR and HOMA-AD. Conclusions: Waist circumference is a crucial mediator in the association between S. aureus and A. muciniphila RA and changes in HOMA-IR and HOMA-AD scores in children. |
format | Online Article Text |
id | pubmed-10453241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104532412023-08-26 Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children Ayala-García, Juan Carlos Díaz-Benítez, Cinthya Estefhany Lagunas-Martínez, Alfredo Orbe-Orihuela, Yaneth Citlalli Castañeda-Márquez, Ana Cristina Ortiz-Panozo, Eduardo Bermúdez-Morales, Víctor Hugo Cruz, Miguel Burguete-García, Ana Isabel Children (Basel) Article Background: Persistent gut microbiota (GM) imbalance has been associated with metabolic disease development. This study evaluated the mediating role of waist circumference in the association between GM and insulin resistance (IR) in children. Methods: This cross-sectional study included 533 children aged between 6 and 12. The anthropometry, metabolic markers, and relative abundance (RA) of five intestinal bacterial species were measured. Path coefficients were estimated using path analysis to assess direct, indirect (mediated by waist circumference), and total effects on the association between GM and IR. Results: The results indicated a positive association mediated by waist circumference between the medium and high RA of S. aureus with homeostatic model assessments for insulin resistance (HOMA-IR) and for insulin resistance adiponectin-corrected (HOMA-AD). We found a negative association mediated by waist circumference between the low and medium RA of A. muciniphila and HOMA-IR and HOMA-AD. Finally, when we evaluated the joint effect of S. aureus, L. casei, and A. muciniphila, we found a waist circumference-mediated negative association with HOMA-IR and HOMA-AD. Conclusions: Waist circumference is a crucial mediator in the association between S. aureus and A. muciniphila RA and changes in HOMA-IR and HOMA-AD scores in children. MDPI 2023-08-14 /pmc/articles/PMC10453241/ /pubmed/37628382 http://dx.doi.org/10.3390/children10081382 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ayala-García, Juan Carlos Díaz-Benítez, Cinthya Estefhany Lagunas-Martínez, Alfredo Orbe-Orihuela, Yaneth Citlalli Castañeda-Márquez, Ana Cristina Ortiz-Panozo, Eduardo Bermúdez-Morales, Víctor Hugo Cruz, Miguel Burguete-García, Ana Isabel Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children |
title | Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children |
title_full | Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children |
title_fullStr | Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children |
title_full_unstemmed | Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children |
title_short | Mediation Analysis of Waist Circumference in the Association of Gut Microbiota with Insulin Resistance in Children |
title_sort | mediation analysis of waist circumference in the association of gut microbiota with insulin resistance in children |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453241/ https://www.ncbi.nlm.nih.gov/pubmed/37628382 http://dx.doi.org/10.3390/children10081382 |
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