Advertisement
Oncology| Volume 114, P147-154, April 2018

Association Between Primary Local Treatment and Non–prostate Cancer Mortality in Men With Nonmetastatic Prostate Cancer

  • Christopher J.D. Wallis
    Affiliations
    Division of Urology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada

    Institute of Health Policy, Management, & Evaluation, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Raj Satkunasivam
    Affiliations
    Division of Urology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Sender Herschorn
    Affiliations
    Division of Urology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Calvin Law
    Affiliations
    Institute of Health Policy, Management, & Evaluation, University of Toronto, Toronto, Ontario, Canada

    Division of General Surgery, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Arun Seth
    Affiliations
    Department of Anatomic Pathology, Platform Biological Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Ronald T. Kodama
    Affiliations
    Division of Urology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Girish S. Kulkarni
    Affiliations
    Institute of Health Policy, Management, & Evaluation, University of Toronto, Toronto, Ontario, Canada

    Division of Urology, University Health Network, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
  • Robert K. Nam
    Correspondence
    Address correspondence to: Post-publication correspondence: Robert K. Nam, M.D., M.Sc., Room MG-406, 2075 Bayview Ave., Toronto, Ontario, Canada M4N 3M5.
    Affiliations
    Division of Urology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada

    Institute of Health Policy, Management, & Evaluation, University of Toronto, Toronto, Ontario, Canada
    Search for articles by this author
Published:January 02, 2018DOI:https://doi.org/10.1016/j.urology.2017.12.013

      Objective

      To assess the association between local treatment modality, surgery or radiotherapy, and non–prostate cancer and cardiovascular mortality in patients treated for nonmetastatic prostate cancer, given the high competing risk of mortality in this population.

      Methods

      We performed a population-based, retrospective cohort study of men treated for nonmetastatic prostate cancer in Ontario, Canada, from 2002 to 2009. Patients treated with surgery and radiotherapy were matched on demographics, comorbidity, and cardiovascular risk factors. The primary outcome was non–prostate cancer mortality. Outcomes were compared using the Fine and Gray subdistribution method with generalized estimating equations. We used a previously published technique to quantify the prevalence and strength of residual confounding necessary to account for observed results.

      Results

      We examined 5393 pairs of matched men. The 10-year cumulative incidence of non–prostate cancer mortality was higher among patients who underwent radiotherapy (12%) than surgery (8%; adjusted subdistribution hazard ratio [HR] 1.57, 95% confidence interval 1.35-1.83). Patients treated with radiotherapy also had an increased risk of cardiovascular mortality (adjusted HR 1.74, 95% confidence interval 1.27-2.37). Hypothetical residual confounders would have to be both strongly associated with non–prostate cancer mortality (HRs > 2.5) and have highly differential prevalence to nullify the observed effect.

      Conclusion

      Among patients carefully matched on cardiovascular risk factors, those treated with radiotherapy had an increased risk of non–prostate cancer mortality and cardiovascular disease. Because of the observational nature of the data, the potential for confounding remains. The magnitude and prevalence of potential residual confounders required to account for differences in treatment effects for prostate cancer was quantified.
      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Urology
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Siegel R.L.
        • Miller K.D.
        • Jemal A.
        Cancer statistics, 2016.
        CA Cancer J Clin. 2016; 66: 7-30
        • Ketchandji M.
        • Kuo Y.F.
        • Shahinian V.B.
        • Goodwin J.S.
        Cause of death in older men after the diagnosis of prostate cancer.
        J Am Geriatr Soc. 2009; 57: 24-30
        • Bosco C.
        • Bosnyak Z.
        • Malmberg A.
        • Adolfsson J.
        • Keating N.L.
        • Van Hemelrijck M.
        Quantifying observational evidence for risk of fatal and nonfatal cardiovascular disease following androgen deprivation therapy for prostate cancer: a meta-analysis.
        Eur Urol. 2015; 68: 386-396
        • Bosco C.
        • Bosnyak Z.
        • Malmberg A.
        • Adolfsson J.
        • Keating N.L.
        • Van Hemelrijck M.
        Quantifying observational evidence for risk of fatal and nonfatal cardiovascular disease following androgen deprivation therapy for prostate cancer: a meta-analysis.
        Eur Urol. 2014; 68: 386-396
        • Wallis C.J.
        • Mahar A.L.
        • Satkunasivam R.
        • et al.
        Cardiovascular and skeletal-related events following localised prostate cancer treatment: role of surgery, radiotherapy and androgen-deprivation.
        Urology. 2016; 97: 145-152
        • Wallis C.J.
        • Saskin R.
        • Choo R.
        • et al.
        Surgery versus radiotherapy for clinically-localized prostate cancer: a systematic review and meta-analysis.
        Eur Urol. 2015; 70: 21-30
        • Ehdaie B.
        • Eastham J.A.
        Effective management of localized prostate cancer: first, do no harm.
        Eur Urol. 2013; 64: 379-380
        • Lin D.Y.
        • Psaty B.M.
        • Kronmal R.A.
        Assessing the sensitivity of regression results to unmeasured confounders in observational studies.
        Biometrics. 1998; 54: 948-963
        • Levy A.R.
        • O'Brien B.J.
        • Sellors C.
        • Grootendorst P.
        • Willison D.
        Coding accuracy of administrative drug claims in the Ontario Drug Benefit database.
        Can J Clin Pharmacol. 2003; 10: 67-71
        • Hall S.
        • Schulze K.
        • Groome P.
        • Mackillop W.
        • Holowaty E.
        Using cancer registry data for survival studies: the example of the Ontario Cancer Registry.
        J Clin Epidemiol. 2006; 59: 67-76
        • Brenner D.R.
        • Tammemagi M.C.
        • Bull S.B.
        • Pinnaduwaje D.
        • Andrulis I.L.
        Using cancer registry data: agreement in cause-of-death data between the Ontario Cancer Registry and a longitudinal study of breast cancer patients.
        Chronic Dis Can. 2009; 30: 16-19
        • Williams J.I.
        • Young W.
        A summary of studies on the quality of health care administrative databases in Canada.
        in: Goel V. Williams J. Anderson G. Patterns of Health Care in Ontario, Canada: The ICES Practice Atlas. Canadian Medical Association, Ottawa, Ontario, Canada1996: 339-345
        • Juurlink D.N.
        • Preyra C.
        • Croxford R.
        • et al.
        Canadian Institute for Health Information Discharge Abstract Database: A Validation Study.
        Institute for Clinical Evaluation Sciences, Toronto, Ontario, Canada2006
        • Schmid M.
        • Sammon J.D.
        • Reznor G.
        • et al.
        Dose-dependent effect of androgen deprivation therapy for localized prostate cancer on adverse cardiac events.
        BJU Int. 2016; 118: 221-229
        • Austin P.C.
        Using the standardized difference to compare the prevalence of a binary variable between two groups in observational research.
        Commun Stat Simul Comput. 2009; 38: 1228-1234
        • Fine J.P.
        • Gray R.J.
        A proportional hazards model for the subdistribution of a competing risk.
        J Am Stat Assoc. 1999; 94: 496-509
        • Giordano S.H.
        • Kuo Y.F.
        • Duan Z.
        • Hortobagyi G.N.
        • Freeman J.
        • Goodwin J.S.
        Limits of observational data in determining outcomes from cancer therapy.
        Cancer. 2008; 112: 2456-2466
        • Gandaglia G.
        • Sun M.
        • Popa I.
        • et al.
        The impact of androgen-deprivation therapy (ADT) on the risk of cardiovascular (CV) events in patients with non-metastatic prostate cancer: a population-based study.
        BJU Int. 2014; 114: E82-E89
        • Huddart R.A.
        • Norman A.
        • Shahidi M.
        • et al.
        Cardiovascular disease as a long-term complication of treatment for testicular cancer.
        J Clin Oncol. 2003; 21: 1513-1523
        • Formenti S.C.
        • Demaria S.
        Systemic effects of local radiotherapy.
        Lancet Oncol. 2009; 10: 718-726
        • Barcellos-Hoff M.H.
        • Park C.
        • Wright E.G.
        Radiation and the microenvironment—tumorigenesis and therapy.
        Nat Rev Cancer. 2005; 5: 867-875
        • Lorimore S.A.
        • Coates P.J.
        • Scobie G.E.
        • Milne G.
        • Wright E.G.
        Inflammatory-type responses after exposure to ionizing radiation in vivo: a mechanism for radiation-induced bystander effects?.
        Oncogene. 2001; 20: 7085-7095
        • Pearson T.A.
        • Mensah G.A.
        • Alexander R.W.
        • et al.
        Markers of inflammation and cardiovascular disease: application to clinical and public health practice: a statement for healthcare professionals from the Centers for Disease Control and Prevention and the American Heart Association.
        Circulation. 2003; 107: 499-511
        • Darby S.C.
        • Cutter D.J.
        • Boerma M.
        • et al.
        Radiation-related heart disease: current knowledge and future prospects.
        Int J Radiat Oncol Biol Phys. 2010; 76: 656-665
        • Russell N.S.
        • Hoving S.
        • Heeneman S.
        • et al.
        Novel insights into pathological changes in muscular arteries of radiotherapy patients.
        Radiother Oncol. 2009; 92: 477-483
        • Golomb B.A.
        • Dang T.T.
        • Criqui M.H.
        Peripheral arterial disease: morbidity and mortality implications.
        Circulation. 2006; 114: 688-699
        • Cooperberg M.R.
        • Vickers A.J.
        • Broering J.M.
        • Carroll P.R.
        Comparative risk-adjusted mortality outcomes after primary surgery, radiotherapy, or androgen-deprivation therapy for localized prostate cancer.
        Cancer. 2010; 116: 5226-5234
        • Austin P.C.
        • van Walraven C.
        • Wodchis W.P.
        • Newman A.
        • Anderson G.M.
        Using the Johns Hopkins Aggregated Diagnosis Groups (ADGs) to predict mortality in a general adult population cohort in Ontario, Canada.
        Med Care. 2011; 49: 932-939
        • Suissa S.
        Immortal time bias in pharmaco-epidemiology.
        Am J Epidemiol. 2008; 167: 492-499
        • Wallis C.J.
        • Herschorn S.
        • Saskin R.
        • et al.
        Complications after radical prostatectomy or radiotherapy for prostate cancer: results of a population-based, propensity score-matched analysis.
        Urology. 2015; 85: 621-628