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Longer-term neurological and endocrine/metabolic conditions in the deepwater horizon oil spill coast guard cohort study: A principal component analysis

  • Hristina Denic-Roberts
  • , Jordan McAdam
  • , Lawrence S. Engel
  • , Jeanine M. Buchanich
  • , Rachel G. Miller
  • , Evelyn O. Talbott
  • , Dana L. Thomas
  • , Glen A. Cook
  • , Blake Hansen
  • , Jill E. Emerick
  • , Tina Costacou
  • , Jennifer A. Rusiecki*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: Deepwater Horizon oil spill (DWHOS) responders potentially experienced multiple stressors. We examined associations between DWHOS deployment-related stressor patterns and neurological and endocrine/metabolic conditions among U.S. Coast Guard active duty responders who completed post-deployment surveys (n = 3102). Methods: Deployment-related stressor patterns were identified using principal component analysis of self-reported stressors. Neurological and endocrine/metabolic outcomes were classified from military health encounter records. Associations between principal components (PCs) and incident outcomes (2010–2015) were estimated through Cox proportional hazards regression. Results: A five-component solution explained 79.2% of the variance. PC1 (high physical/moderate chemical stressor pattern) was associated with migraine [adjusted hazard ratio (aHR): 1.25, 95% confidence interval (CI): 1.01–1.56]. PC2 (high crude oil/dispersant stressor pattern) was associated with several migraine/headache conditions including migraine with aura (1.54, 1.14–2.07), mononeuritis of upper limb and mononeuritis multiplex (1.36, 1.11–1.68), disorders of lipid metabolism (1.11, 1.01–1.23) and its subcategory other and unspecified hyperlipidemia (1.11, 1.01–1.24), and dysmetabolic syndrome X (1.74, 1.19–2.54). PC3 (high fatigue/moderate chemical inhalation stressor pattern) was associated with several migraine/headache conditions (aHR range: 1.18–1.60), disorders of lipid metabolism (1.11, 1.00–1.23) including other and unspecified hyperlipidemia (1.13, 1.01–1.26), and overweight and obesity (1.13, 1.00–1.27). PC4 (high anxiety/modest fatigue stressor pattern) was associated with abnormality of gait (1.34, 1.03–1.73). PC5 (high back pain) was associated with mononeuritis of lower limb, several balance and gait-related conditions, thyroid disorders, and obesity (aHRs range: 1.16–1.67). Conclusion: Oil spill response stressor patterns were associated with increased risks of multiple longer-term neurological and endocrine/metabolic conditions, with associations varying by PC.

Original languageEnglish
Article number40
JournalInternational Archives of Occupational and Environmental Health
Volume99
Issue number6
DOIs
StatePublished - Aug 2026

Keywords

  • Crude oil
  • Deepwater Horizon
  • Endocrine health
  • Metabolic health
  • Neurological health
  • Oil spill
  • Responder

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