Sheehan, A; Freni Sterrantino, A; Fecht, D; Elliott, P; Hodgson, S
(2020)
Childhood type 1 diabetes: an environment-wide association study across England.
Diabetologia, 63 (5).
pp. 964-976.
ISSN 0012-186X
https://doi.org/10.1007/s00125-020-05087-7
SGUL Authors: Sheehan, Annalisa Nicole
Abstract
Aims/hypothesis
Type 1 diabetes is an autoimmune disease affecting ~400,000 people across the UK. It is likely that environmental factors trigger the disease process in genetically susceptible individuals. We assessed the associations between a wide range of environmental factors and childhood type 1 diabetes incidence in England, using an agnostic, ecological environment-wide association study (EnWAS) approach, to generate hypotheses about environmental triggers.
Methods
We undertook analyses at the local authority district (LAD) level using a national hospital episode statistics-based incident type 1 diabetes dataset comprising 13,948 individuals with diabetes aged 0–9 years over the period April 2000 to March 2011. We compiled LAD level estimates for a range of potential demographic and environmental risk factors including meteorological, land use and environmental pollution variables. The associations between type 1 diabetes incidence and risk factors were assessed via Poisson regression, disease mapping and ecological regression.
Results
Case counts by LAD varied from 1 to 236 (median 33, interquartile range 24–46). Overall type 1 diabetes incidence was 21.2 (95% CI 20.9, 21.6) per 100,000 individuals. The EnWAS and disease mapping indicated that 15 out of 53 demographic and environmental risk factors were significantly associated with diabetes incidence, after adjusting for multiple testing. These included air pollutants (particulate matter, nitrogen dioxide, nitrogen oxides, carbon monoxide; all inversely associated), as well as lead in soil, radon, outdoor light at night, overcrowding, population density and ethnicity. Disease mapping revealed spatial heterogeneity in type 1 diabetes risk. The ecological regression found an association between type 1 diabetes and the living environment domain of the Index of Multiple Deprivation (RR 0.995; 95% credible interval [CrI] 0.991, 0.998) and radon potential class (RR 1.044; 95% CrI 1.015, 1.074).
Conclusions/interpretation
Our analysis identifies a range of demographic and environmental factors associated with type 1 diabetes in children in England.
Item Type: |
Article
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Additional Information: |
© The Author(s) 2020
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/. |
Keywords: |
1103 Clinical Sciences, 1114 Paediatrics and Reproductive Medicine, 1117 Public Health and Health Services, Endocrinology & Metabolism |
SGUL Research Institute / Research Centre: |
Academic Structure > Population Health Research Institute (INPH) |
Journal or Publication Title: |
Diabetologia |
ISSN: |
0012-186X |
Language: |
en |
Dates: |
Date | Event |
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May 2020 | Published | 24 January 2020 | Published Online | 6 December 2019 | Accepted |
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Publisher License: |
Creative Commons: Attribution 4.0 |
Projects: |
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URI: |
https://openaccess.sgul.ac.uk/id/eprint/116944 |
Publisher's version: |
https://doi.org/10.1007/s00125-020-05087-7 |
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