Abstract
Travel time has been shown to influence some aspects of cancer characteristics at diagnosis and care for women with breast cancer, but important gaps remain in our understanding of its impact. We examined the influence of travel time to the nearest radiology facility on breast cancer characteristics, treatment, and surveillance for women with early-stage invasive breast cancer. We included 1,012 women with invasive breast cancer (stages I and II) who had access to care within an integrated health care delivery system in western Washington State. The travel times to the nearest radiology facility were calculated for all the U.S. Census blocks within the study area and assigned to women based on residence at diagnosis. We collected cancer characteristics, primary and adjuvant therapies, and surveillance mammography for at least 2.5 years post diagnosis and used multivariable analyses to test the associations of travel time. The majority of women (68.6%) lived within 20 min of the nearest radiology facility, had stage I disease (72.7%), received breast conserving therapy (68.7%), and had annual surveillance mammography the first 2 years after treatment (73.7%). The travel time was not significantly associated with the stage or surveillance mammography after adjusting for covariates. Primary therapy was significantly related to travel time, with greater travel time (>30 min vs. ≤ 10 min) associated with a higher likelihood of mastectomy compared to breast conserving surgery (RR = 1.53; 95% CI, 1.16–2.01). The travel time was not associated with the stage at diagnosis or surveillance mammography receipt. The travel time does seem to influence the type of primary therapy among women with breast cancer, suggesting that women may prefer low frequency services, such as mastectomy, if geographic access to a radiology facility is limited.
References
Gumpertz ML, Pickle LW, Miller BA et al (2006) Geographic patterns of advanced breast cancer in Los Angeles: associations with biological and sociodemographic factors (United States). Cancer Causes Control 17(3):325–339
Celaya MO, Rees JR, Gibson JJ et al (2006) Travel distance and season of diagnosis affect treatment choices for women with early-stage breast cancer in a predominantly rural population (United States). Cancer Causes Control 17(6):851–856
Schroen AT, Brenin DR, Kelly MD et al (2005) Impact of patient distance to radiation therapy on mastectomy use in early-stage breast cancer patients. J Clin Oncol 23(28):7074–7080
Avis NE, Smith KW, Link CL et al (2006) Factors associated with participation in breast cancer treatment clinical trials. J Clin Oncol 24(12):1860–1867
Nattinger AB, Kneusel RT, Hoffmann RG et al (2001) Relationship of distance from a radiotherapy facility and initial breast cancer treatment. J Natl Cancer Inst 93(17):1344–1346
Enger SM, Thwin SS, Buist DS et al (2006) Breast cancer treatment of older women in integrated health care settings. J Clin Oncol 24(27):4377–4383
American Society of Clinical Oncology (1997) Recommended breast cancer surveillance guidelines. J Clin Oncol 15:2149–2156
Smith TJ, Davidson NE, Schapira DV et al (1999) American Society of Clinical Oncology 1998 update of recommended breast cancer surveillance guidelines. J Clin Oncol 17:1080–1082
National Comprehensive Cancer Network (1997) Update of the NCCN guidelines for treatment of breast cancer. Oncology (Williston Park) 11:199–220
National Comprehensive Cancer Network: NCCN practice guidelines in oncology, v. 1.2005. http://www.nccn.org/professionals/physician_gls/PDF/breast.pdf. Accessed 5 Feb 2010
Mandelblatt JS, Lawrence WF, Cullen J et al (2006) Patterns of care in early-stage breast cancer survivors in the first year after cessation of active treatment. J Clin Oncol 24(1):77–84
Keating NL, Landrum MB, Guadagnoli E et al (2006) Factors related to underuse of surveillance mammography among breast cancer survivors. J Clin Oncol 24(1):85–86
Field TS, Doubeni C, Fox MP et al (2007) Under utilization of surveillance mammography among older breast cancer survivors. J Gen Intern Med 23(2):158–163
Doubeni CA, Field TS, Yood MU et al (2006) Patterns and predictors of mammography utilization among breast cancer survivors. Cancer 106:2482–2488
Fleming ID, Cooper JS, Henson DE et al (1997) AJCC cancer staging manual, 5th edn. Lippincott Williams & Wilkins, Philadelphia
Buist DSM, Ichikawa L, Prout MN et al (2007) Receipt of appropriate primary breast cancer therapy and adjuvant therapy are not associated with obesity in women with access to health care. J Clin Oncol 25(23):3428–3436
Chubak J, Buist DSM, Boudreau DM, Rossing MA, Lumley T, Weiss NS (2008) Breast cancer recurrence risk in relation to antidepressant use after diagnosis. Breast Cancer Res Treat 112(1):123–132
Geiger AM, Thwin SS, Lash TL et al (2007) Recurrences and second primary breast cancers in older women with initial early-stage disease. Cancer 109:966–974
National Cancer Institute: Surveillance Epidemiology and End Results. http://www.seer.cancer.gov/. Accessed 5 Feb 2010
Thwin SS, Clough-Gorr KM, McCarty MC et al (2007) Automated inter-rater reliability assessment and electronic data collection in a multi-center breast cancer study. BMC Med Res Methodol 7:23
Lash TL, Fox MP, Buist DS et al (2007) Mammography surveillance and mortality in older breast cancer survivors. J Clin Oncol 25(21):3001–3006
R Development Core Team (2009) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0. http://www.R-project.org
Stitzenberg KB, Thomas NE, Dalton K et al (2007) Distance to diagnosing provider as a measure of access for patients with melanoma. Arch Dermatol 143(8):991–998
Koka VK, Potti A, Fraiman GN et al (2002) An epidemiological study evaluation the relationship of distance from a tertiary care cancer center to early detection of colorectal carcinoma. Anticancer Res 22(4):2481–2483
Phibbs CS, Luft HS (1995) Correlation of travel time on roads versus straight line distance. Med Care Res Rev 52(4):532–542
MacEachren IM (1980) Travel time as the basis of cognitive distance. Prof Geogr 32(1):30–36
Veronesi U, Cascinelli N, Mariaina L et al (2002) Twenty-year follow-up of a randomized study comparing breast-conserving surgery with radical mastectomy for early breast cancer. N Engl J Med 347:1227–1232
Fisher B, Anderson S, Bryant J et al (2002) Twenty year follow-up of a randomized trial comparing total mastectomy, lumpectomy, and lumpectomy plus irradiation for the treatment of invasive breast cancer. N Engl J Med 347:1233–1241
van Dongen J, Boogd AC, Fentiman IS et al (2000) Long-term results of a randomized trial comparing breast-conserving therapy with mastectomy: European Organization for Research and Treatment of Cancer 10801 trial. J Natl Cancer Inst 92:1143–1150
Poggi MM, Danforth DN, Sciuto LC et al (2003) Eighteen-year results in the treatment of early breast carcinoma with mastectomy versus breast conservation therapy: the National Cancer Institute Randomized Trial. Cancer 98:697–702
Blichert-Toft M, Rose C, Andersen JA et al (1992) Danish randomized trial comparing breast conservation therapy with mastectomy: six years of life-table analysis. Danish Breast Cancer Cooperative Group. J Natl Cancer Inst Monogr 11:19–25
Park AN, Buist DS, Tiro JA, Taplin SH (2008) Mediating factors in the relationship between income and mammography use in low-income insured women. J Womens Health 17(8):1371–1378
Acknowledgments
This study was funded by Group Health Research Institute, and the Cancer Research Network (CRN) through grant 5U19CA079689-10, “Cancer Research Network Across Health Care Systems Pilot Funds.” We would like to extend our thanks to Edward H. Wagner, MD, and MPH for making these funds available.
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The authors have no conflicts of interest to declare.
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Onega, T., Cook, A., Kirlin, B. et al. The influence of travel time on breast cancer characteristics, receipt of primary therapy, and surveillance mammography. Breast Cancer Res Treat 129, 269–275 (2011). https://doi.org/10.1007/s10549-011-1549-4
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DOI: https://doi.org/10.1007/s10549-011-1549-4