Cargando…

Health inequalities in type 2 diabetes: contributions of exposures in the residential environment

BACKGROUND: People with lower socioeconomic position (SEP) have higher risk of type 2 diabetes (T2D). Besides genetic predisposition, the exposome shapes this risk. This includes exposures in the residential environment. We explored the relationships between SEP, the residential food environment, wa...

Descripción completa

Detalles Bibliográficos
Autores principales: Albers, J D, Koster, A, Sezer, B, Meisters, R, Schram, M T, Eussen, SJPM, Dukers, NHTM, Stehouwer, CDA, Lakerveld, J, Bosma, H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10597180/
http://dx.doi.org/10.1093/eurpub/ckad160.570
_version_ 1785125282649210880
author Albers, J D
Koster, A
Sezer, B
Meisters, R
Schram, M T
Eussen, SJPM
Dukers, NHTM
Stehouwer, CDA
Lakerveld, J
Bosma, H
author_facet Albers, J D
Koster, A
Sezer, B
Meisters, R
Schram, M T
Eussen, SJPM
Dukers, NHTM
Stehouwer, CDA
Lakerveld, J
Bosma, H
author_sort Albers, J D
collection PubMed
description BACKGROUND: People with lower socioeconomic position (SEP) have higher risk of type 2 diabetes (T2D). Besides genetic predisposition, the exposome shapes this risk. This includes exposures in the residential environment. We explored the relationships between SEP, the residential food environment, walkability, greenspace, and T2D. METHODS: Cross-sectional and longitudinal data from 9188 participants were analyzed. Prevalent T2D was measured by an oral glucose tolerance test. Incident T2D was self-reported in annual follow-up questionnaires. Education, income, and occupation were measured as indicators of SEP. The residential environment was operationalized by address level Food Environment Healthiness Index (FEHI), number of fast-food outlets (FF), walkability index (WI), and proportion of greenspace (GS). Logistic regression and survival analyses were used to model the associations between SEP, the environment and T2D. The proportion of mediation of the association between SEP and T2D was estimated in a causal mediation analysis using a simulation approach. RESULTS: Over a median follow-up of 6.2 years, 207 incident cases were identified. Lower SEP was associated with higher risk of T2D. Hazard ratios (HR) were 2.0 (95%CI 1.6-2.6), 1.8 (1.4-2.3) and 1.8 (1.2-2.6) for an interquartile range decrease (IQR) of education, income, and occupation, respectively. HRs for IQR changes of the environmental factors were: FEHI 1.2 (1.0-1.4), FF 0.9 (0.8-1.0), WI 1.2 (1.0-1.6) and GS 1.2 (1.0-1.4). Regression on prevalent T2D yielded similar results. Lower SEP was associated with a less healthy environment (e.g., FEHI -0.08 (-0.10--0.06) for education). Environmental exposures mediated between 0.3% (-8.6-8.6) and 8.5% (2.3-27.4) of the longitudinal associations. CONCLUSIONS: Lower SEP was associated with prevalent and incident T2D. People with lower SEP lived in a slightly less healthy residential environment. Some of the SEP-T2D association could be mediated by the environment. KEY MESSAGES: • A less healthy residential food environment, lower walkability and less green space might mediate some of the association between SEP and T2D. • More research is needed to clarify the extent to which environmental pathways contribute to health inequalities.
format Online
Article
Text
id pubmed-10597180
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-105971802023-10-25 Health inequalities in type 2 diabetes: contributions of exposures in the residential environment Albers, J D Koster, A Sezer, B Meisters, R Schram, M T Eussen, SJPM Dukers, NHTM Stehouwer, CDA Lakerveld, J Bosma, H Eur J Public Health Parallel Programme BACKGROUND: People with lower socioeconomic position (SEP) have higher risk of type 2 diabetes (T2D). Besides genetic predisposition, the exposome shapes this risk. This includes exposures in the residential environment. We explored the relationships between SEP, the residential food environment, walkability, greenspace, and T2D. METHODS: Cross-sectional and longitudinal data from 9188 participants were analyzed. Prevalent T2D was measured by an oral glucose tolerance test. Incident T2D was self-reported in annual follow-up questionnaires. Education, income, and occupation were measured as indicators of SEP. The residential environment was operationalized by address level Food Environment Healthiness Index (FEHI), number of fast-food outlets (FF), walkability index (WI), and proportion of greenspace (GS). Logistic regression and survival analyses were used to model the associations between SEP, the environment and T2D. The proportion of mediation of the association between SEP and T2D was estimated in a causal mediation analysis using a simulation approach. RESULTS: Over a median follow-up of 6.2 years, 207 incident cases were identified. Lower SEP was associated with higher risk of T2D. Hazard ratios (HR) were 2.0 (95%CI 1.6-2.6), 1.8 (1.4-2.3) and 1.8 (1.2-2.6) for an interquartile range decrease (IQR) of education, income, and occupation, respectively. HRs for IQR changes of the environmental factors were: FEHI 1.2 (1.0-1.4), FF 0.9 (0.8-1.0), WI 1.2 (1.0-1.6) and GS 1.2 (1.0-1.4). Regression on prevalent T2D yielded similar results. Lower SEP was associated with a less healthy environment (e.g., FEHI -0.08 (-0.10--0.06) for education). Environmental exposures mediated between 0.3% (-8.6-8.6) and 8.5% (2.3-27.4) of the longitudinal associations. CONCLUSIONS: Lower SEP was associated with prevalent and incident T2D. People with lower SEP lived in a slightly less healthy residential environment. Some of the SEP-T2D association could be mediated by the environment. KEY MESSAGES: • A less healthy residential food environment, lower walkability and less green space might mediate some of the association between SEP and T2D. • More research is needed to clarify the extent to which environmental pathways contribute to health inequalities. Oxford University Press 2023-10-24 /pmc/articles/PMC10597180/ http://dx.doi.org/10.1093/eurpub/ckad160.570 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the European Public Health Association. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Parallel Programme
Albers, J D
Koster, A
Sezer, B
Meisters, R
Schram, M T
Eussen, SJPM
Dukers, NHTM
Stehouwer, CDA
Lakerveld, J
Bosma, H
Health inequalities in type 2 diabetes: contributions of exposures in the residential environment
title Health inequalities in type 2 diabetes: contributions of exposures in the residential environment
title_full Health inequalities in type 2 diabetes: contributions of exposures in the residential environment
title_fullStr Health inequalities in type 2 diabetes: contributions of exposures in the residential environment
title_full_unstemmed Health inequalities in type 2 diabetes: contributions of exposures in the residential environment
title_short Health inequalities in type 2 diabetes: contributions of exposures in the residential environment
title_sort health inequalities in type 2 diabetes: contributions of exposures in the residential environment
topic Parallel Programme
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10597180/
http://dx.doi.org/10.1093/eurpub/ckad160.570
work_keys_str_mv AT albersjd healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT kostera healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT sezerb healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT meistersr healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT schrammt healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT eussensjpm healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT dukersnhtm healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT stehouwercda healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT lakerveldj healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment
AT bosmah healthinequalitiesintype2diabetescontributionsofexposuresintheresidentialenvironment