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Wildfire smoke exposure and early childhood respiratory health: a study of prescription claims data

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Rationale & Objectives: Wildfire smoke is associated with short-term respiratory outcomes including asthma exacerbation in children. As investigations into developmental exposure to wildfire smoke exposure (WSE) on children’s longer-term respiratory health are sparse, we investigated associations between developmental WSE and first use of respiratory medications. Methods: Prescription claims from IBM MarketScan Commercial Claims and Encounters database were linked with wildfire smoke plume data from NASA satellites based on Metropolitan Statistical Area (MSA). A retrospective cohort of live infants (2010-2016) born into MSAs in six western states, having prescription insurance, and whose birthdate was estimable from claims data was constructed (N=184,703); of these, gestational age was estimated for 113,154 infants. MSA, gestational age, and birthdate were used to estimate average weekly smoke exposure days (smoke-day) for each developmental period: three trimesters, and two sequential 12-week periods post-birth. Medications treating respiratory tract inflammation were classified using active ingredient and mode of administration into three categories: ‘upper respiratory’, ‘lower respiratory’, ‘systemic anti-inflammatory’.  To evaluate associations between WSE and medication usage, Cox models associating smoke-days with first observed prescription of each medication category were adjusted for infant sex, birth-season, and birthyear with a random intercept for MSA. Results: Smoke exposure during postnatal periods was associated with earlier first use of upper respiratory medications (1-12 weeks: hazard ratio (HR)=1.094 per average weekly smoke-day, 95%CI: (1.005,1.191); 13-24 weeks: HR=1.108, 95%CI: (1.016,1.209)); sex-specific HRs varied  by post-birth exposure window. Conclusion: These findings suggest that WSE during early postnatal developmental periods impact subsequent early life respiratory health.

Impact/Purpose

Wildfire smoke is associated with short-term respiratory outcomes including asthma exacerbation in children. As investigations into developmental exposure to wildfire smoke exposure (WSE) on children’s longer-term respiratory health are sparse, we investigated associations between developmental WSE and first use of respiratory medications. Prescription claims from IBM MarketScan Commercial Claims and Encounters database were linked with wildfire smoke plume data from NASA satellites based on Metropolitan Statistical Area (MSA). A retrospective cohort of live infants (2010-2016) born into MSAs in six western states, having prescription insurance, and whose birthdate was estimable from claims data was constructed; of these, gestational age was estimated for 113,154 infants. MSA, gestational age, and birthdate were used to estimate average weekly smoke exposure days for each developmental period: three trimesters, and two sequential 12-week periods post-birth. Medications treating respiratory tract inflammation were classified using active ingredient and mode of administration into three categories: ‘upper respiratory’, ‘lower respiratory’, ‘systemic anti-inflammatory’.  To evaluate associations between WSE and medication usage, Cox models associating smoke-days with first observed prescription of each medication category were adjusted for infant sex, birth-season, and birth year with a random intercept for MSA. Smoke exposure during postnatal periods was associated with earlier first use of upper respiratory medications, suggesting that WSE during early postnatal developmental periods impact subsequent early life respiratory health. This research supports the growing body of literature indicating that wildfire smoke is a health risk for both in utero and early life exposures. Clinicians may consider discussing the potential benefits of reducing exposure using evidenced-based measures such as observing air quality index alerts, placing air purifiers in their home, and wearing face masks to reduce particulate exposures. This work also highlights the continued need to evaluate measures to protect against wildfire smoke during key developmental stages.

Citation

Dhingra, R., C. Keeler, B. Staley, H. Jardel, C. Ward-Caviness, M. Rebuli, Y. Xi, K. Rappazzo, M. Hernandez, A. Chelminski, I. Jaspers, AND A. Rappold. Wildfire smoke exposure and early childhood respiratory health: a study of prescription claims data. BioMed Central Ltd, London, UK, 22(1):48, (2023). [DOI: 10.1186/s12940-023-00998-5]

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DOI: Wildfire smoke exposure and early childhood respiratory health: a study of prescription claims data
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Last updated on April 04, 2025
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