Estimating the Exposure-Response Relationship between Fine Mineral Dust Concentration and Coccidioidomycosis Incidence Using Speciated Particulate Matter Data: A Longitudinal Surveillance Study

Abstract: 

Background: Coccidioidomycosis, caused by inhalation of Coccidioides spp. spores, is an emerging infectious disease that is increasing in incidence throughout the southwestern US. The pathogen is soil-dwelling, and spore dispersal and human exposure are thought to co-occur with airborne mineral dust exposures, yet fundamental exposure-response relationships have not been conclusively estimated.

Objectives: We estimated associations between fine mineral dust concentration and coccidioidomycosis incidence in California from 2000 to 2017 at the census tract level, spatiotemporal heterogeneity in exposure-response, and effect modification by antecedent climate conditions.

Methods: We acquired monthly census tract-level coccidioidomycosis incidence data and modeled fine mineral dust concentrations from 2000 to 2017. We fitted zero-inflated distributed-lag nonlinear models to estimate overall exposure-lag-response relationships and identified factors contributing to heterogeneity in exposure-responses. Using a random-effects meta-analysis approach, we estimated county-specific and pooled exposure-responses for cumulative exposures.

Results: We found a positive exposure-response relationship between cumulative fine mineral dust exposure in the 1-3 months before estimated disease onset and coccidioidomycosis incidence across the study region [incidence rate ratio (IRR) for an increase from 0.1 to 1.1μg/m3=1.601.1μg/m3=1.60; 95% CI: 1.46, 1.74]. Positive, supralinear associations were observed between incidence and modeled fine mineral dust exposures 1 [IRR=1.13IRR=1.13 (95% CI: 1.10, 1.17)], 2 [IRR=1.15IRR=1.15 (95% CI: 1.09, 1.20)] and 3 [IRR=1.08IRR=1.08 (95% CI: 1.04, 1.12)] months before estimated disease onset, with the highest exposures being particularly associated. The cumulative exposure-response relationship varied significantly by county [lowest IRR, western Tulare: 1.05 (95% CI: 0.54, 2.07); highest IRR, San Luis Obispo: 3.01 (95% CI: 2.05, 4.42)]. Season of exposure and prior wet winter were modest effect modifiers.

Author: 
Amanda K Weaver
Nicole Keeney
Alexandra K Heaney
Philip Collender
Abinash Bhattachan
Gregory S Okin
Ellen A. Eisen
Gail Sondermeyer-Cooksey
Alexander Yu
Duc J Vugia
Seema Jain
John Balmes
John Taylor
Justin V Remais
Matthew J Strickland
Publication date: 
January 13, 2025
Publication type: 
Journal Articles
Citation: 
Weaver AK, Keeney N, Head JR, Heaney AK, Camponuri SK, Collender P, Bhattachan A, Okin GS, Eisen EA, Sondermeyer-Cooksey G, Yu A, Vugia DJ, Jain S, Balmes J, Taylor J, Remais JV, Strickland MJ. Estimating the Exposure-Response Relationship between Fine Mineral Dust Concentration and Coccidioidomycosis Incidence Using Speciated Particulate Matter Data: A Longitudinal Surveillance Study. Environ Health Perspect. 2025 Jan;133(1):17003. doi: 10.1289/EHP13875. Epub 2025 Jan 13. PMID: 39804964; PMCID: PMC11729455.