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Associations between residential greenness, land cover and risk of celiac disease in genetically at‐risk children: Celiac Prediction in Skåne study

  • Michaela Boström*
  • , Marja I. Roslund
  • , Lauri Häme
  • , Juulia Manninen
  • , Matthieu Molinier
  • , Aki Sinkkonen
  • , Daniel Agardh
  • *Corresponding author for this work
  • Lund University
  • Natural Resources Institute Finland (Luke)
  • Satellio Oy (Terramonitor)
  • University of Helsinki

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Objectives: Our aim was to study the association between residential land cover and greenness during childhood and risk of developing celiac disease (CeD).

Methods: The Celiac Prediction in Skåne study prospectively followed 5969 human leukocyte antigen (HLA)-genotyped children born 2001–2004 who were screened for CeD at ages 3, 9, and 15 years in Skåne, Sweden. Among these, 138 (2.3%) children only in the HLA at-risk group were identified and diagnosed with CeD through screening. Children diagnosed with CeD outside the screening program were excluded. For the present study, 2535 children at HLA-risk were included. Residential addresses at birth and screening time points were transformed into spatial coordinates. Coordination of Information on the Environment Land Cover data was collected the corresponding years. Normalized Difference Vegetation Index and Leaf Area Index (LAI) were calculated for the summer months.

Results: Higher residential LAI, an indicator of forest and agricultural land cover within a 500-meter buffer, was associated with increased odds of CeD in adjusted logistic regression models at age 3 (OR 1.52, 95% CI: 1.14–1.99) and age 9 (OR 1.62, 95% CI: 1.13–2.27). After false discovery rate adjustment, several associations with LAI remained statistically significant, whereas no land cover classes were associated with CeD.

Conclusions: Residential greenness was associated with increased CeD risk in the Skåne province. This exploratory observational finding warrants replication in independent populations before conclusions can be drawn regarding potential environmental drivers in the etiology of CeD.
Original languageEnglish
Pages (from-to)127-134
Number of pages8
JournalJournal of Pediatric Gastroenterology and Nutrition
Volume83
Issue number1
Early online date2026
DOIs
Publication statusPublished - Jul 2026
MoE publication typeA1 Journal article-refereed

Funding

This work was supported by the European Union's Horizon 2020 research and innovation program under grant agreement No 874864. This project has received funding from the Strategic Research Council (grant numbers 346136 to A.S.).

Keywords

  • normalized difference vegetation index
  • autoimmunity
  • environmental exposure
  • remote sensing
  • leaf area index
  • Residence Characteristics
  • Forests
  • Genetic Predisposition to Disease
  • Prospective Studies
  • Humans
  • Risk Factors
  • Child, Preschool
  • Male
  • Logistic Models
  • Adolescent
  • Celiac Disease/epidemiology
  • Female
  • Environment
  • Agriculture
  • Child
  • Sweden/epidemiology

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