Lung cancer (OR: 12.82) and colorectal cancer (OR: 4.76) had significantly higher odds of late-stage diagnosis compared to breast cancer, alongside higher neighborhood deprivation (OR: 1.03).
Cancer type and neighborhood-level socioeconomic disadvantage are significant predictors of late-stage cancer diagnosis, highlighting the need for targeted screening interventions.
Absolute Event Rate: 0% vs 0%
Abstract Background: Early cancer diagnosis is crucial for improving survival and quality of life. Understanding which patient populations are at higher risk for late-stage diagnosis within a healthcare system is a crucial step toward achieving health equity. This study examines demographic, clinical, and socioeconomic factors associated with late-stage diagnosis, defined as stage III/IV diagnoses using the American Joint Committee on Cancer (AJCC) criteria. Methods: A retrospective cohort study of 12,721 patients diagnosed with breast, colorectal, or lung cancer within the University of California health system database. Multivariable logistic regression was used to identify various factors associated with late-stage diagnosis. Results: 14.1% of patients were diagnosed at a late-stage (stage III/IV). In adjusted analyses, patients with colorectal (OR: 4.76; 95% CI: 4.12-5.50) and lung cancer (OR: 12.82; 95% CI: 11.01-14.92) had significantly higher odds of late-stage diagnosis compared to breast cancer (reference group). A higher Area Deprivation Index (ADI) was significantly associated with increased odds of late-stage diagnosis (OR: 1.03 per 1-unit increase; 95% CI: 1.01-1.05). Neither race nor ethnicity was an independent predictor of late-stage diagnosis in the final adjusted model. Conclusion: Cancer type is the strongest predictor of a late-stage diagnosis. Additionally, greater neighborhood-level socioeconomic disadvantage (measured by ADI) is a significant, independent risk factor. These findings highlight the need for targeted screening and diagnostic interventions that incorporate geospatial analyses, particularly for lung and colorectal cancer patients in socioeconomically disadvantaged communities. Citation Format: Vivian Hoang Tran, Suraj M. Rajan, Matthew P. Banegas, Winta Mehtsun, Brent Rose, James Murphy, Melody Schiaffino, Joshua Demb, Noe C. Crespo, Humberto Parada, Corinne McDaniels-Davidson, Elena Martinez. Disparities in timeliness of cancer diagnosis across a multi-site academic health system abstract. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 5073.
Tran et al. (Fri,) reported a other. Lung cancer (OR: 12.82) and colorectal cancer (OR: 4.76) had significantly higher odds of late-stage diagnosis compared to breast cancer, alongside higher neighborhood deprivation (OR: 1.03).