Pets and related allergens modify the association between early life DEHP exposure and respiratory outcomes in children
Bibliographic record
Abstract
INTRODUCTION: Throughout the perinatal period children are exposed to complex mixtures, including indoor chemicals such as phthalates, and biological agents. However, few studies focus on interactions between early-life co-exposures to shed light on how co-exposures modify their individual effects. Therefore, our study aims to assess whether early-life exposure to pets and related biological agents, namely pet allergens and endotoxin, modifies the association between di-(2-ethylhexyl) phthalate (DEHP) and asthma and wheeze in preschoolers to gain insight into interactions. METHODS: Using data from a Canadian birth cohort study (CHILD), we conducted two complementary analyses on respiratory outcomes. First, we combined pet ownership with DEHP measurements from house dust (N = 726). Second, we focused on a subgroup of children with exposure measurements of both DEHP and biological agents in dust (N = 261). We used multivariable logistic regression models to assess whether pets and quantified biological agent levels modify associations between DEHP and asthma at 5 years and recurrent wheeze between 2 and 5 years. Interaction terms were included in the models and stratified analyses were further conducted. RESULTS: Associations between DEHP and asthma and wheeze were modified by pet ownership and related biological agents. For persistent/recurrent wheeze, the association with DEHP became larger among children with dogs at home and with higher dog allergens (p-interaction <0.1) and became smaller and insignificant when exposed to cats. Similarly, for asthma, the association with DEHP tended to be larger among children with dogs (also higher dog allergens) and among children without cats (also lower cat allergens) at home, respectively. Endotoxin levels modified the association between DEHP and persistent wheeze (p-interaction <0.1). CONCLUSIONS: Early-life exposure to pets and related biological agents may modify the associations between phthalates and asthma and wheeze in children. Heterogeneity in single exposure studies could be a result of differences in co-exposures among studies.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".