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Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index

BACKGROUND: Living in a disadvantaged neighborhood is associated with worse health outcomes, including brain health, yet the underlying biological mechanisms are incompletely understood. We investigated the relationship between neighborhood disadvantage and cortical microstructure, assessed as the T...

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Autores principales: Kilpatrick, Lisa A., Zhang, Keying, Dong, Tien S., Gee, Gilbert C., Beltran-Sanchez, Hiram, Wang, May, Labus, Jennifer S., Naliboff, Bruce D., Mayer, Emeran A., Gupta, Arpana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504354/
https://www.ncbi.nlm.nih.gov/pubmed/37714947
http://dx.doi.org/10.1038/s43856-023-00350-5
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author Kilpatrick, Lisa A.
Zhang, Keying
Dong, Tien S.
Gee, Gilbert C.
Beltran-Sanchez, Hiram
Wang, May
Labus, Jennifer S.
Naliboff, Bruce D.
Mayer, Emeran A.
Gupta, Arpana
author_facet Kilpatrick, Lisa A.
Zhang, Keying
Dong, Tien S.
Gee, Gilbert C.
Beltran-Sanchez, Hiram
Wang, May
Labus, Jennifer S.
Naliboff, Bruce D.
Mayer, Emeran A.
Gupta, Arpana
author_sort Kilpatrick, Lisa A.
collection PubMed
description BACKGROUND: Living in a disadvantaged neighborhood is associated with worse health outcomes, including brain health, yet the underlying biological mechanisms are incompletely understood. We investigated the relationship between neighborhood disadvantage and cortical microstructure, assessed as the T1-weighted/T2-weighted ratio (T1w/T2w) on magnetic resonance imaging, and the potential mediating roles of body mass index (BMI) and stress, as well as the relationship between trans-fatty acid intake and cortical microstructure. METHODS: Participants comprised 92 adults (27 men; 65 women) who underwent neuroimaging and provided residential address information. Neighborhood disadvantage was assessed as the 2020 California State area deprivation index (ADI). The T1w/T2w ratio was calculated at four cortical ribbon levels (deep, lower-middle, upper-middle, and superficial). Perceived stress and BMI were assessed as potential mediating factors. Dietary data was collected in 81 participants. RESULTS: Here, we show that worse ADI is positively correlated with BMI (r = 0.27, p = .01) and perceived stress (r = 0.22, p = .04); decreased T1w/T2w ratio in middle/deep cortex in supramarginal, temporal, and primary motor regions (p < .001); and increased T1w/T2w ratio in superficial cortex in medial prefrontal and cingulate regions (p < .001). Increased BMI partially mediates the relationship between worse ADI and observed T1w/T2w ratio increases (p = .02). Further, trans-fatty acid intake (high in fried fast foods and obesogenic) is correlated with these T1w/T2w ratio increases (p = .03). CONCLUSIONS: Obesogenic aspects of neighborhood disadvantage, including poor dietary quality, may disrupt information processing flexibility in regions involved in reward, emotion regulation, and cognition. These data further suggest ramifications of living in a disadvantaged neighborhood on brain health.
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spelling pubmed-105043542023-09-17 Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index Kilpatrick, Lisa A. Zhang, Keying Dong, Tien S. Gee, Gilbert C. Beltran-Sanchez, Hiram Wang, May Labus, Jennifer S. Naliboff, Bruce D. Mayer, Emeran A. Gupta, Arpana Commun Med (Lond) Article BACKGROUND: Living in a disadvantaged neighborhood is associated with worse health outcomes, including brain health, yet the underlying biological mechanisms are incompletely understood. We investigated the relationship between neighborhood disadvantage and cortical microstructure, assessed as the T1-weighted/T2-weighted ratio (T1w/T2w) on magnetic resonance imaging, and the potential mediating roles of body mass index (BMI) and stress, as well as the relationship between trans-fatty acid intake and cortical microstructure. METHODS: Participants comprised 92 adults (27 men; 65 women) who underwent neuroimaging and provided residential address information. Neighborhood disadvantage was assessed as the 2020 California State area deprivation index (ADI). The T1w/T2w ratio was calculated at four cortical ribbon levels (deep, lower-middle, upper-middle, and superficial). Perceived stress and BMI were assessed as potential mediating factors. Dietary data was collected in 81 participants. RESULTS: Here, we show that worse ADI is positively correlated with BMI (r = 0.27, p = .01) and perceived stress (r = 0.22, p = .04); decreased T1w/T2w ratio in middle/deep cortex in supramarginal, temporal, and primary motor regions (p < .001); and increased T1w/T2w ratio in superficial cortex in medial prefrontal and cingulate regions (p < .001). Increased BMI partially mediates the relationship between worse ADI and observed T1w/T2w ratio increases (p = .02). Further, trans-fatty acid intake (high in fried fast foods and obesogenic) is correlated with these T1w/T2w ratio increases (p = .03). CONCLUSIONS: Obesogenic aspects of neighborhood disadvantage, including poor dietary quality, may disrupt information processing flexibility in regions involved in reward, emotion regulation, and cognition. These data further suggest ramifications of living in a disadvantaged neighborhood on brain health. Nature Publishing Group UK 2023-09-15 /pmc/articles/PMC10504354/ /pubmed/37714947 http://dx.doi.org/10.1038/s43856-023-00350-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Kilpatrick, Lisa A.
Zhang, Keying
Dong, Tien S.
Gee, Gilbert C.
Beltran-Sanchez, Hiram
Wang, May
Labus, Jennifer S.
Naliboff, Bruce D.
Mayer, Emeran A.
Gupta, Arpana
Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
title Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
title_full Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
title_fullStr Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
title_full_unstemmed Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
title_short Mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
title_sort mediation of the association between disadvantaged neighborhoods and cortical microstructure by body mass index
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504354/
https://www.ncbi.nlm.nih.gov/pubmed/37714947
http://dx.doi.org/10.1038/s43856-023-00350-5
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