Outdoor Environmental Risk Factors for Paediatric Ragweed Sensitisation: A Formal Model Comparison

Background/Objectives: Ragweed (Ambrosia artemisiifolia) is a major aeroallergen in Central and Eastern Europe. Croatian children in regions with twofold difference in pollen exposure show near-identical sensitisation prevalence (the “Zagreb paradox”), and an earlier analysis found regional pollen and rural residence to be the only associated environmental factors. We re-examined whether air pollution, surrounding landscape and indoor environment contribute to it. Methods: This cross-sectional analysis used 3520 of the 4016 children recruited to the EU FP7 ATOPICA study, who had their complete data re-analysed within the EU Horizon Europe EDIAQI project. Sensitisation was defined as a skin prick test wheal of at least 2 mm. Environmental predictors (particulate matter, PM10; nitrogen dioxide, NO2; regional pollen; CORINE land cover within 5 km; rural residence; and indoor exposures) were compared using the Akaike Information Criterion (AIC) in logistic regression models, which were adjusted for age and parental atopy. Results: Sensitisation prevalence was 10.8%. PM10 and categorical pollen area fitted the data equally well (ΔAIC 1.7): both describe the same inland-coastal contrast and cannot be distinguished with area-level data. NO2 added nothing to either. Of the 16 landscape variables, only transitional woodland-shrub remained associated with sensitisation after Bonferroni correction (adjusted odds ratio, aOR 0.93 [95% confidence interval, CI 0.90–0.97]); total green area was nominally associated (aOR 0.92 [95% CI 0.87–0.98]; p = 0.009). Children in rural locations were less often sensitised (aOR 0.69 [95% CI 0.50–0.96]; p = 0.026), as previously reported; a mediation analysis could not determine whether broadleaved forest cover explains this association. Indoor exposures added little to model fit. Conclusions: Area-level data cannot separate particulate air pollution from pollen exposure, so a contribution of air pollution can be neither confirmed nor excluded. Rural residence and, with less certainty, surrounding green space were associated with less sensitisation, and the indoor environment added little to it.

Authors

Institutions

Publication Details

Journal
Children
Published
2026-10-08
DOI
https://doi.org/10.3390/children13101366
Primary Topic
Allergic Rhinitis and Sensitization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Outdoor Environmental Risk Factors for Paediatric Ragweed Sensitisation: A Formal Model Comparison

Ivana Banić, Mirjana Turkalj, Iva Šunić, Mario Lovrić et al.
Children
Allergic Rhinitis and Sensitization
article

Outdoor Environmental Risk Factors for Paediatric Ragweed Sensitisation: A Formal Model Comparison

Ivana Banić, Mirjana Turkalj, Iva Šunić, Mario Lovrić, Kristina Pavlović, Ivana Jerković
article en

Abstract

Background/Objectives: Ragweed (Ambrosia artemisiifolia) is a major aeroallergen in Central and Eastern Europe. Croatian children in regions with twofold difference in pollen exposure show near-identical sensitisation prevalence (the “Zagreb paradox”), and an earlier analysis found regional pollen and rural residence to be the only associated environmental factors. We re-examined whether air pollution, surrounding landscape and indoor environment contribute to it. Methods: This cross-sectional analysis used 3520 of the 4016 children recruited to the EU FP7 ATOPICA study, who had their complete data re-analysed within the EU Horizon Europe EDIAQI project. Sensitisation was defined as a skin prick test wheal of at least 2 mm. Environmental predictors (particulate matter, PM10; nitrogen dioxide, NO2; regional pollen; CORINE land cover within 5 km; rural residence; and indoor exposures) were compared using the Akaike Information Criterion (AIC) in logistic regression models, which were adjusted for age and parental atopy. Results: Sensitisation prevalence was 10.8%. PM10 and categorical pollen area fitted the data equally well (ΔAIC 1.7): both describe the same inland-coastal contrast and cannot be distinguished with area-level data. NO2 added nothing to either. Of the 16 landscape variables, only transitional woodland-shrub remained associated with sensitisation after Bonferroni correction (adjusted odds ratio, aOR 0.93 [95% confidence interval, CI 0.90–0.97]); total green area was nominally associated (aOR 0.92 [95% CI 0.87–0.98]; p = 0.009). Children in rural locations were less often sensitised (aOR 0.69 [95% CI 0.50–0.96]; p = 0.026), as previously reported; a mediation analysis could not determine whether broadleaved forest cover explains this association. Indoor exposures added little to model fit. Conclusions: Area-level data cannot separate particulate air pollution from pollen exposure, so a contribution of air pollution can be neither confirmed nor excluded. Rural residence and, with less certainty, surrounding green space were associated with less sensitisation, and the indoor environment added little to it.

ChildrenVol. 13(10)
Institute for Anthropological Research (HR), Know Center Research GmbH (Austria) (AT), Children's Hospital Srebrnjak (HR), Catholic University of Croatia (HR), University of Osijek (HR)
Openalex Percentile: Top 15%
Allergic Rhinitis and Sensitization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.