Breast
Kriyana Reddy, BS
Measey Scholar
University of Pennsylvania, United States
Kriyana Reddy, BS
Measey Scholar
University of Pennsylvania, United States
Cara Berkowitz, MD
Resident Research Fellow
Cornell University, University of Pennsylvania, United States
Kathleen Jarrell, MD (she/her/hers)
Resident Research Fellow
Jefferson University, University of Pennsylvania, United States
Rachel Berger, MD
Breast Surgical Oncology Fellow
University of Pennsylvania, United States
Sarah Hulse, BPhil
Clinical Research Coordinator
University of Pennsylvania, United States
Leisha C. Elmore, MD, MPHS
Assistant Professor
University of Pennsylvania, United States
Rebecca Fishman, MD
Assistant Professor
University of Pennsylvania, United States
Alina M. Mateo, MD
Assistant Professor
University of Pennsylvania, United States
Jami Rothman, MD
Assistant Professior
University of Pennsylvania, United States
Dahlia Sataloff, MD
Professor of Clinical Surgery
University of Pennsylvania, United States
Julia Tchou, MD PhD
Professor of Clinical Surgery
University of Pennsylvania
Wayne, Pennsylvania, United States
Jennifer Q. Q. Zhang, MD
Assistant Professor
Division of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA, United States
Anne Marie McCarthy, PhD
Assistant Professor
University of Pennsylvania, United States
Oluwadamilola M. Fayanju, MD, MA, MPHS, FACS (she/her/hers)
The Helen O. Dickens Presidential Associate Professor & Chief, Division of Breast Surgery
University of Pennsylvania
Narberth, Pennsylvania, United States
Oluwadamilola M. Fayanju, MD, MA, MPHS, FACS (she/her/hers)
The Helen O. Dickens Presidential Associate Professor & Chief, Division of Breast Surgery
University of Pennsylvania
Narberth, Pennsylvania, United States
Delays in time to surgery (TTS) among women with breast cancer are known to be associated with worse overall survival (OS), and prior studies have found significant sociodemographic variation in TTS. However, the extent to which rural-urban differences in TTS have implications for OS is unknown.
Methods:
Females≥18 with invasive, non-metastatic breast cancer diagnosed 2004-2019 and receiving upfront surgery were identified in the National Cancer Database (NCDB). Patients’ age, race/ethnicity, insurance status, geographic region, ZIP-level median household income, facility type (e.g., academic facility), Charlson-Deyo Comorbidity Coefficient, tumor grade, tumor size, tumor receptor status, rural/urban designation, geographic proximity to treatment facility (great circle distance in miles between patient residence and hospital where they received care), and TTS were identified. OS was measured during the period between receipt of surgery and most recent follow-up or death. Multivariate Cox Proportional Hazard models for patients residing in rural versus urban areas were fit to determine the association between TTS and OS. Proximity to treatment facility was Winsorized at the 99th percentile to mitigate a right skew.
Results:
Among 1,583,118 patients included in the analysis, 23,287 (1.5%) resided in rural areas, and 1,559,831 (98.5%) resided in urban areas. Among patients residing in rural areas, increased distance to treatment facility was associated with reduced mortality (HR 0.89, 95% CI 0.83-0.96, P=0.003), while TTS of 61-90 days (HR 1.37, 95% CI 1.14-1.63, P< 0.001) and >90 days (HR 1.73, 95% CI 1.51-1.98, P< 0.001) were associated with increased mortality. Among patients residing in urban areas, increased distance to treatment facility was associated with reduced mortality (HR 0.96, 95% CI 0.94-0.97, P< 0.001), whereas TTS of 61-90 days (HR 1.18, 95% CI 1.15-1.20, P< 0.001) and >90 days (HR 1.75, 95% CI 1.72-1.78, P< 0.001) were associated with increased mortality relative to patients with TTS < 30 days. TTS of 30-60 days was associated with reduced mortality (HR 0.96, 95% CI 0.94-0.97, P< 0.001).
Conclusions:
TTS >60 days is associated with reduced OS among women with breast cancer residing in rural and urban areas. This relationship was not attenuated by geographic proximity to care. Further work is needed to identify modifiable factors that can mitigate the detrimental effects of prolonged TTS on OS.