Article Open Access January 23, 2025

Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health

1
Department of Internal Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
2
Department of Family Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
3
Department of Urban Public Health, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
4
Marginalization-Related Diminished Returns (MDRs) Center, Los Angeles, CA, United States
5
Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
6
School of Business, University of Maryland Global Campus (UMGC), Adelphi, United States
7
Department of Neurology, University of California Los Angeles (UCLA), Los Angeles, CA, USA
8
Department of Psychiatry & Biobehavioral Sciences, University of California Los Angeles (UCLA), Los Angeles, CA, USA
Page(s): 1-11
Received
August 16, 2024
Revised
October 29, 2024
Accepted
November 17, 2024
Published
January 23, 2025
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This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright: Copyright © The Author(s), 2025. Published by Scientific Publications
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APA Style
Assari, S. , Assari, S. Zare, H. , Zare, H. Akhlaghipour, G. , & Akhlaghipour, G. (2025). Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health. Current Research in Public Health, 1(1), 1-11. https://doi.org/10.31586/jcn.2025.1143
ACS Style
Assari, S. ; Assari, S. Zare, H. ; Zare, H. Akhlaghipour, G. ; Akhlaghipour, G. Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health. Current Research in Public Health 2025 1(1), 1-11. https://doi.org/10.31586/jcn.2025.1143
Chicago/Turabian Style
Assari, Shervin, Shervin Assari. Hossein Zare, Hossein Zare. Golnoush Akhlaghipour, and Golnoush Akhlaghipour. 2025. "Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health". Current Research in Public Health 1, no. 1: 1-11. https://doi.org/10.31586/jcn.2025.1143
AMA Style
Assari S, Assari SZare H, Zare HAkhlaghipour G, Akhlaghipour G. Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health. Current Research in Public Health. 2025; 1(1):1-11. https://doi.org/10.31586/jcn.2025.1143
@Article{crph1143,
AUTHOR = {Assari, Shervin and Zare, Hossein and Akhlaghipour, Golnoush and Mendez, Mario F},
TITLE = {Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health},
JOURNAL = {Current Research in Public Health},
VOLUME = {1},
YEAR = {2025},
NUMBER = {1},
PAGES = {1-11},
URL = {https://www.scipublications.com/journal/index.php/JCN/article/view/1143},
ISSN = {2831-5162},
DOI = {10.31586/jcn.2025.1143},
ABSTRACT = {Background: Although some neural mechanisms underlying socioeconomic status (SES) disparities are known, the role of brain-wide resting-state functional connectivity in these effects remains less understood. Aim: This study aims to identify brain-wide resting-state functional connectivity signatures that may mediate the effects of SES on body mass index (BMI) and blood pressure in children, using data from the Adolescent Brain Cognitive Development (ABCD) study. Methods: Data were drawn from the ABCD study, a large, diverse cohort of children aged 9-10. Pre-processed resting-state functional MRI data were used, and factor analysis was conducted to extract a whole-brain connectivity factor. The first factor, capturing the greatest variance in brain-wide resting-state connectivity, was selected for further analysis in a structural equation model (SEM). This connectivity factor was tested as a potential mediator of the relationship between SES (measured by parental education, family income, and neighborhood characteristics) and two indicators of cardiometabolic health: BMI and systolic blood pressure. Results: Factor analysis revealed a robust first factor that accounted for a significant proportion of variance in brain-wide resting-state functional connectivity. This factor was significantly associated with SES, indicating that children from lower SES backgrounds exhibited distinct connectivity patterns. Additionally, the factor was linked to both BMI and systolic blood pressure, suggesting its relevance to cardiometabolic health. Mediation analysis showed that this connectivity factor partially mediated the relationship between SES and both BMI and systolic blood pressure. Conclusions: Brain-wide functional connectivity may be a mediator of SES effects on BMI and blood pressure in children. The first connectivity factor provides a promising neural signature linking SES with cardiometabolic risk. Comprehensive brain-wide approaches to functional connectivity may offer valuable insights into how social determinants of health shape neural and physical development in childhood.},
}
%0 Journal Article
%A Assari, Shervin
%A Zare, Hossein
%A Akhlaghipour, Golnoush
%A Mendez, Mario F
%D 2025
%J Current Research in Public Health

%@ 2831-5162
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%T Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health
%M doi:10.31586/jcn.2025.1143
%U https://www.scipublications.com/journal/index.php/JCN/article/view/1143
TY  - JOUR
AU  - Assari, Shervin
AU  - Zare, Hossein
AU  - Akhlaghipour, Golnoush
AU  - Mendez, Mario F
TI  - Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health
T2  - Current Research in Public Health
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UR  - https://www.scipublications.com/journal/index.php/JCN/article/view/1143
AB  - Background: Although some neural mechanisms underlying socioeconomic status (SES) disparities are known, the role of brain-wide resting-state functional connectivity in these effects remains less understood. Aim: This study aims to identify brain-wide resting-state functional connectivity signatures that may mediate the effects of SES on body mass index (BMI) and blood pressure in children, using data from the Adolescent Brain Cognitive Development (ABCD) study. Methods: Data were drawn from the ABCD study, a large, diverse cohort of children aged 9-10. Pre-processed resting-state functional MRI data were used, and factor analysis was conducted to extract a whole-brain connectivity factor. The first factor, capturing the greatest variance in brain-wide resting-state connectivity, was selected for further analysis in a structural equation model (SEM). This connectivity factor was tested as a potential mediator of the relationship between SES (measured by parental education, family income, and neighborhood characteristics) and two indicators of cardiometabolic health: BMI and systolic blood pressure. Results: Factor analysis revealed a robust first factor that accounted for a significant proportion of variance in brain-wide resting-state functional connectivity. This factor was significantly associated with SES, indicating that children from lower SES backgrounds exhibited distinct connectivity patterns. Additionally, the factor was linked to both BMI and systolic blood pressure, suggesting its relevance to cardiometabolic health. Mediation analysis showed that this connectivity factor partially mediated the relationship between SES and both BMI and systolic blood pressure. Conclusions: Brain-wide functional connectivity may be a mediator of SES effects on BMI and blood pressure in children. The first connectivity factor provides a promising neural signature linking SES with cardiometabolic risk. Comprehensive brain-wide approaches to functional connectivity may offer valuable insights into how social determinants of health shape neural and physical development in childhood.
DO  - Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health
TI  - 10.31586/jcn.2025.1143
ER  -