Causal assessments of multilevel social determinant factors on meningioma disparities in the United States.
Аннотация
BACKGROUND
Prior investigations into meningioma disparities have explored associative relationships of socioeconomic status (SES) and race-ethnicity but face gaps in the range of other social determinants/drivers of health (SDoH) factors considered and sample size. Furthermore, none have explored causal relationships between SDoH-factors and outcomes. Thus, this study aims to utilize a recent, national sampling of meningioma patients incorporating comprehensive inferential and causal-mediation approaches to delineate which SDoH-factors objectively drive care and prognostic disparities.
METHODS
This retrospective study of a specialized Surveillance-Epidemiology-End Results 2020 dataset for community-/census tract-level (Yost-Index, a composite SES measure and Rurality-Urbanicity) and individual-level (sex, race-ethnicity) SDoH-factors performed age-adjusted multivariate cox-hazards and logistic regressions, and covariate-adjusted causal-mediation analyses to assess differences in overall survival, treatment receipt, and delay of treatment initiation.
RESULTS
In age-adjusted multivariate analyses of 110,042 meningioma patients from 2010-2018, lower community-level SES significantly increased overall mortality (HR 1.31, 95%CI 1.28-1.34), decreased interventional treatment receipt (Surgery-OR 0.89, 95%CI 0.87-0.91; Radiation 0.83, 0.79-0.87), and increased treatment delay (1.13, 1.09-1.16). Minoritized race/ethnicity featured increased interventional treatment receipt (Surgery 1.18, 1.15-1.22; Radiation 1.18, 1.12-1.24) and decreased treatment delay (0.90, 0.87-0.93). In covariate-adjusted causal analyses, community-level SES showed total mediation effects of race-ethnicity in influencing overall survival and negative partial mediation effects in treatment receipt and delay.
CONCLUSION
For overall survival, community-level SES primarily drove meningioma disparities even when accounting for other SDoH-factors. For treatment receipt and delay, race-ethnicity caused greater differences that were partially affected by community-level SES. In turn, these comprehensive analyses provide definitive causes of meningioma disparities.
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