Evidence map›Paper›PMID 42584698›Full record

ArticleInternational archives of occupational and environmental health2026

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 and 2 more

Abstract read
In one paragraph

Article in International archives of occupational and environmental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Hristina Denic-Roberts *Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Jordan McAdam *Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA.ORCID http://orcid.org/0000-0003-3881-8695
Lawrence S EngelDepartment of Epidemiology, Gillings School of Public Health, University of North Carolina, Chapel Hill, NC, USA.
Jeanine M BuchanichDepartment of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Rachel G MillerDepartment of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Evelyn O TalbottDepartment of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Dana L ThomasUnited States Coast Guard Headquarters, Directorate of Health, Safety, and Work Life, Washington, D.C, USA.
Glen A CookDepartment of Neurology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
Blake HansenHenry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA.
Jill E EmerickDepartment of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
Tina CostacouDepartment of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Jennifer A RusieckiDepartment of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Room E-2009, Bethesda, MD, USA. jennifer.rusiecki@usuhs.edu.

Funding

UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Hazel B Nichols · 2001 to 2026
$36.3M
Health Effects of the Deepwater Horizon Disaster:the Coast Guard Responder CohortR01ES020874 · NIEHS · HENRY M. JACKSON FDN FOR THE ADV MIL/MED · PI RUSIECKI, JENNIFER ANN · 2012 to 2016
$1.7M
Henry M. Jackson Foundation HT94252320052NIEHS NIH HHS P30 ES010126NIEHS NIH HHS R01 ES020874NIH HHS RO1ES020874Oak Ridge Institute for Science and Education DE-SC0014664
6 · The paper itself

Abstract

purposeDeepwater 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).

methodsDeployment-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.

resultsA 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).

conclusionOil spill response stressor patterns were associated with increased risks of multiple longer-term neurological and endocrine/metabolic conditions, with associations varying by PC.

Indexed as

Endocrine System DiseasesMilitary PersonnelNervous System DiseasesOccupational DiseasesOccupational ExposurePetroleum PollutionAdultCohort StudiesFemaleHumansMalePrincipal Component AnalysisUnited StatesCrude oilDeepwater HorizonEndocrine healthMetabolic healthNeurological healthOil spillResponder

Identifiers

PMID42584698
PMCPMC13469484

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.