ZIP-code–level distress as a predictor for advanced stage and mortality in female breast cancer across a multiethnic cohort in Hawaiʻi.
Abstract
1649 Background: Native Hawaiian and Pacific Islander (NHPI) patients experience worse breast cancer outcomes; however, the role of neighborhood-level structural disadvantage remains underexplored. We evaluated whether the Distressed Communities Index (DCI), a ZIP-code–level socioeconomic measure, is associated with stage at diagnosis and survival in a multiethnic breast cancer cohort. Methods: We conducted a retrospective cohort study of 10,421 female patients with breast cancer treated at a major tertiary cancer center in Honolulu, Hawaiʻi (2000-2024). DCI was assigned by residential ZIP code using the Economic Innovation Group DCI (American Community Survey 5-year estimates, 2019–2023) and dichotomized as low (DCI 1–3) versus high (DCI 4–5). Patients missing ZIP code or stage at diagnosis were excluded. Associations with advanced stage (III/IV) were assessed using logistic regression. Overall survival (OS), defined as time from diagnosis to death from any cause or last follow-up, was evaluated using multivariable Cox regression, adjusting for age, race/ethnicity, insurance, tumor characteristics, and stage. Results: The cohort included 1,982 White, 6,206 Asian, 2,067 NHPI, and 166 patients of other races/ethnicities. Baseline DCI distribution differed by race/ethnicity and insurance: NHPI patients were more likely to reside in high-distress communities than non-NHPI patients (38.9% vs 29.3% OR 1.54, p<0.001), as were Medicaid/uninsured patients compared with privately insured patients (51.4% vs 27.8%; OR 2.76, p<0.001). Advanced stage at diagnosis was more frequent in high-DCI neighborhoods than low-DCI neighborhoods (10.0% vs 6.7%; p<0.001) and remained independently associated with high DCI after adjustment (aOR 1.29; p=0.021). Higher DCI was also associated with worse survival (aHR 1.16, 95% CI 1.07–1.27; p<0.001), demonstrating a dose-response pattern across DCI categories (p for trend <0.001). No significant interaction was observed between DCI and NHPI status (p=0.493). Median OS was 247 (234-260) months for White patients, 247 (241-253) months for Asian patients, 227 (215-239) months for NHPI patients (log-rank p<0.001). In multivariable analysis, NHPI patients had higher mortality than White patients (HR 1.27, 95% CI 1.12–1.43; p<0.001), while Asian patients had improved survival (HR 0.78, 95% CI 0.71–0.87; p<0.001). Medicaid/uninsured remained independently associated with higher mortality (HR 2.18, 95% CI 1.85–2.57; p<0.001). Conclusions: ZIP-code–level socioeconomic distress is independently associated with advanced stage at diagnosis and mortality in breast cancer and disproportionately affects NHPI and Medicaid/uninsured patients. DCI identifies communities at higher risk and provides a scalable, policy-relevant tool to support geographically targeted navigation, screening access, and resource allocation strategies.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (5)
Chalothorn Wannaphut
1MD Anderson Cancer Center, Houston, United States
Jodi A. Kagihara
University of Hawai’i Cancer Center, Honolulu, HI
Brenda Y. Hernandez
Jeffrey L. Berenberg
University of Hawai'i Cancer Center, Honolulu, HI
Naoto Tada Ueno
University of Hawai'i Cancer Center, Honolulu, HI