Exploring Relevant Time Windows in the Association Between PM2.5 Exposure and Amyotrophic Lateral Sclerosis: A Case-Control Study in Denmark

Yanelli Nunez*, Arin Balalian, Robbie M Parks, Mike Z He, Johnni Hansen, Ole Raaschou-Nielsen, Matthias Ketzel, Jibran Khan, Jørge Brandt, Roel Vermeulen, Susan Peters, Marc G Weisskopf, Diane B Re, Jeff Goldsmith, Marianthi-Anna Kioumourtzoglou

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Studies suggest a link between particulate matter less than or equal to 2.5 μm in diameter (PM2.5) and amyotrophic lateral sclerosis (ALS), but to our knowledge critical exposure windows have not been examined. We performed a case-control study in the Danish population spanning the years 1989-2013. Cases were selected from the Danish National Patient Registry based on International Classification of Diseases codes. Five controls were randomly selected from the Danish Civil Registry and matched to a case on vital status, age, and sex. PM2.5 concentration at residential addresses was assigned using monthly predictions from a dispersion model. We used conditional logistic regression to estimate odds ratios (ORs) and 95% confidence intervals (CIs), adjusting for confounding. We evaluated exposure to averaged PM2.5 concentrations 12-24 months, 2-6 years, and 2-11 years pre-ALS diagnosis; annual lagged exposures up to 11 years prediagnosis; and cumulative associations for exposure in lags 1-5 years and 1-10 years prediagnosis, allowing for varying association estimates by year. We identified 3,983 cases and 19,915 controls. Cumulative exposure to PM2.5 in the period 2-6 years prediagnosis was associated with ALS (OR = 1.06, 95% CI: 0.99, 1.13). Exposures in the second, third, and fourth years prediagnosis were individually associated with higher odds of ALS (e.g., for lag 1, OR = 1.04, 95% CI: 1.00, 1.08). Exposure to PM2.5 within 6 years before diagnosis may represent a critical exposure window for ALS.

Original languageEnglish
Article numberkwad099
Pages (from-to)1499-1508
Number of pages10
JournalAmerican Journal of Epidemiology
Volume192
Issue number9
Early online date21 Apr 2023
DOIs
Publication statusPublished - 1 Sept 2023

Bibliographical note

Publisher Copyright:
© 2023 The Author(s). Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. All rights reserved.

Funding

This work was funded by the National Institute of Environmental Health Sciences (grants R21 ES028472, R01 ES030616, R01 ES028805, P30 ES000002, P30 ES009089, T32 ES007322, and T32 ES007142) and the National Institute on Aging (grant R01 AG066793).

FundersFunder number
National Institute on AgingR01 AG066793
National Institute of Environmental Health SciencesR01 ES030616, P30 ES000002, T32 ES007322, R01 ES028805, P30 ES009089, R21 ES028472, T32 ES007142

    Keywords

    • PM
    • air pollution
    • amyotrophic lateral sclerosis
    • case-control studies
    • environmental exposure
    • exposure windows
    • fine particulate matter

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