The impact of neighborhood socioeconomic deprivation on metastatic pancreatic cancer treatment and survival: An incidence-based, causally-structured observational study
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Purpose
Metastatic pancreatic ductal adenocarcinoma (PDAC) portends a poor prognosis. Prior studies have assessed the association of socioeconomic deprivation (SED) in PDAC often with large geographic areas. This study employed a causal framework to characterize neighborhood SED on treatment receipt and survival in metastatic PDAC.
Methods
Using the incidence-based Florida Cancer Data System, metastatic PDAC patients diagnosed from 2007-2015 were identified. The Area Deprivation Index, a composite measure of SED that ranks neighborhoods from 1-100 (higher scores = higher deprivation), was used to assess receipt of systemic therapy and overall survival (OS). Exposures and covariates were assessed using descriptive statistics and a causal inference framework.
Results
Overall, 9,574 patients met inclusion criteria. 46.6% of patients received systemic therapy, ranging 39.4% to 54% in the highest and lowest SED quartiles, respectively. After adjustment, the lowest quartile had increased odds of systemic therapy relative to the highest (OR 1.93; 95% CI 1.70-2.18). Median OS was 3.8 months for the lowest quartile and 2.4 months for the highest (p = 0.01). Patients in the highest quartile had an estimated 32% higher hazard of death than the lowest (HR 1.32, 95% bootstrap CI 1.20-1.40).
Conclusion
In an incidence-based statewide cohort, most patients did not receive treatment for metastatic PDAC and median OS was poor—2.9 months. Using a causal inference framework, higher SED led to lower rates of systemic therapy receipt and worse overall survival in metastatic PDAC. Future research should focus on the mechanisms that shape these findings.
Context Summary
Key objective
Determine the effect of neighborhood socioeconomic deprivation on treatment receipt and survival in metastatic pancreatic ductal adenocarcinoma (PDAC) using a causally structured analysis.
Knowledge generated
In this retrospective cohort study of 9,574 patients, 46.6% received treatment and median OS was poor—2.9 months. Using a causal inference framework, the highest socioeconomic deprivation quartile received less systemic treatment and had a 32% increased hazard of death relative to the lowest quartile.
Relevance
This study provides evidence of a causal effect of socioeconomic deprivation on systemic treatment and overall survival in metastatic PDAC. These findings provide a basis for future studies to define and sculpt interventions to remedy the impact of neighborhood socioeconomic disparities on metastatic PDAC.
