The Contribution of Noncommunicable and Infectious Diseases to the Effect of Depression on Mortality: A Longitudinal Causal Mediation Analysis.

Publication date: Jan 01, 2025

The increased prevalence of physical diseases among individuals with mental illness contributes to their increased risk of mortality. However, the mediating role of specific diseases in the effect of mental illness on mortality is not well understood. We conducted a longitudinal causal mediation analysis using data from beneficiaries of a South African medical insurance scheme from 2011 to 2020. We estimated the overall effect of major depressive disorder (MDD) on mortality and evaluated reductions in this overall effect through hypothetical interventions on the risks of mediating physical diseases using an interventional effects approach. Monte Carlo simulation-based g-computation was used for estimation. Among 981,540 individuals, 143,314 (14. 6%) were diagnosed with MDD. Mortality risk after 8 years was 6. 5% under MDD, and 5. 3% under no MDD (risk ratio 1. 23, 95% CI = 1. 19, 1. 26). Overall, 43. 4% of this disparity could be attributed to higher rates of physical comorbidities due to MDD. Cardiovascular diseases accounted for 17. 8%, followed by chronic respiratory diseases (8. 6%), cancers (7. 5%), diabetes and chronic kidney disease (5. 8%), tuberculosis (4. 3%), and HIV (2. 7%). Within the privately insured population of South Africa, MDD is associated with increased mortality. We found that noncommunicable diseases, rather than infectious diseases, are important mediators of the effect of MDD on mortality.

Concepts Keywords
Cancers Adult
Depressive Aged
Diabetes Cardiovascular Diseases
Increased Causality
Communicable Diseases
Comorbidity
Depressive Disorder, Major
Female
Humans
Longitudinal Studies
Male
Mediation Analysis
Middle Aged
Monte Carlo Method
Neoplasms
Noncommunicable Diseases
South Africa
Young Adult

Semantics

Type Source Name
disease MESH Infectious Diseases
disease MESH Depression
disease MESH mental illness
disease IDO role
disease MESH major depressive disorder
disease MESH Cardiovascular diseases
disease MESH respiratory diseases
disease MESH cancers
disease MESH chronic kidney disease
disease MESH tuberculosis
pathway KEGG Tuberculosis
disease MESH noncommunicable diseases
disease MESH Causality
disease MESH Comorbidity

Original Article

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