Interpreting trends in cancer patient survival
Abstract
Data on cancer patient survival are an invaluable tool in the evaluation of therapeutic progress against cancer as well as other lethal diseases. As with all quantitative information routinely used in evidence‐based clinical management – including diagnostic tests, prognostic markers and comparisons of therapeutic interventions – data on patient survival require evaluation based on an understanding of the underlying statistical methodology, methods of data collection and classification, and, most notably, clinical and biologic insight. This article contains an introduction to the methods used for estimating cancer patient survival, including cause‐specific survival, relative survival and period analysis. The methods, and their interpretation, are illustrated through presentation of trends in incidence, mortality and patient survival for a range of different cancers. Our aim was to lay out the strengths and limitations of survival analysis as a tool in the evaluation of progress in the diagnosis and treatment of cancer.
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Five-year survival has risen for many cancers since the 1950s, yet it is still a common benchmark and does not directly equal the share of patients cured.
“Five-year survival has increased for many cancers since the 1950s, but it remains a widely used benchmark, even though it cannot be directly interpreted as the proportion of patients who are cured.45”
Clinicians have used five-year survival as a measure of cancer treatment effectiveness for over six decades.
“Five-year survival has been recognised by clinicians as an index of the effectiveness of the treatment of cancer for more than 60 years.”
Cites
Regression Models and Life-Tables
Cox, D. R. (1972) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1972.tb00899.x · Cited by 39,793 · see citing works
Regression Models and Life-Tables
Cox, D. R. (1992) · Springer Series in Statistics · doi:10.1007/978-1-4612-4380-9_37 · Cited by 26,297 · see citing works
Preoperative Radiotherapy Combined with Total Mesorectal Excision for Resectable Rectal Cancer
Kapiteijn, E., Marijnen, C. A. M., Nagtegaal, I. D., Putter, H., Steup, W. H., Wiggers, T., Rutten, H. J. T., Pahlman, L., Glimelius, B., van Krieken, J. H. J. M., et al. (2001) · New England Journal of Medicine · doi:10.1056/nejmoa010580 · Cited by 4,205 · see citing works
Effect of Screening and Adjuvant Therapy on Mortality from Breast Cancer
Berry, D. A., Cronin, K. A., Plevritis, S. K., Fryback, D. G., Clarke, L. D., Zelen, M., Mandelblatt, J. S., Yakovlev, A. Y., Habbema, J. D. F., & Feuer, E. J. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa050518 · Cited by 2,456 · see citing works
Radical Prostatectomy versus Watchful Waiting in Early Prostate Cancer
Bill‐Axelson, A., Holmberg, L., Ruutu, M. L., Garmo, H., Rider, J. R., Busch, C., Nordling, S., Häggman, M., Andersson, S., BRATELL, S., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1011967 · Cited by 1,899 · see citing works
Self-citationMesorectal excision for rectal cancer
MacFarlane, J. K., Ryall, R. D. H., & Heald, R. J. (1993) · The Lancet · doi:10.1016/0140-6736(93)90207-w · Cited by 1,781 · see citing works
Feinstein, A. R., Sosin, D. M., & Wells, C. K. (1985) · New England Journal of Medicine · doi:10.1056/nejm198506203122504 · Cited by 1,554 · see citing works
Radical Prostatectomy versus Watchful Waiting in Early Prostate Cancer
Bill-Axelson, A., Holmberg, L., Ruutu, M., Häggman, M., Andersson, S.-O., Bratell, S., Spångberg, A., Busch, C., Nordling, S., Garmo, H., et al. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa043739 · Cited by 1,111 · see citing works
Self-citationElmore, J. G. (2005) · JAMA · doi:10.1001/jama.293.10.1245 · Cited by 1,076 · see citing works
Etzioni, R. (2002) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/94.13.981 · Cited by 952 · see citing works
Folkesson, J., Birgisson, H., Påhlman, L., Cedermark, B., Glimelius, B. L. G., & Gunnarsson, U. (2005) · Journal of Clinical Oncology · doi:10.1200/jco.2005.08.144 · Cited by 866 · see citing works
Accuracy of cancer death certificates and its effect on cancer mortality statistics.
Percy, C. L., Stanek, E. J., & Gloeckler, L. A. (1981) · American Journal of Public Health · doi:10.2105/ajph.71.3.242 · Cited by 707 · see citing works
Cancer Survival Corrected for Heterogeneity in Patient Withdrawal
Hakulinen, T. R. (1982) · Biometrics · doi:10.2307/2529873 · Cited by 458 · see citing works
Are Increasing 5-Year Survival Rates Evidence of Success Against Cancer?
Welch, H. G. (2000) · JAMA · doi:10.1001/jama.283.22.2975 · Cited by 449 · see citing works
Quinn, M. J., & Babb, P. (2002) · British Journal of Urology · doi:10.1046/j.1464-410x.2002.2822.x · Cited by 447 · see citing works
Bailar, J. C., & Gornik, H. L. (1997) · New England Journal of Medicine · doi:10.1056/nejm199705293362206 · Cited by 392 · see citing works
Period analysis for ‘up-to-date’ cancer survival data
Brenner, H., Gefeller, O., & Hakulinen, T. R. (2003) · European Journal of Cancer · doi:10.1016/j.ejca.2003.10.013 · Cited by 309 · see citing works
A Systematic Overview of Radiation Therapy Effects in Rectal Cancer
Glimelius, B. L. G., Grönberg, H., Järhult, J., et al. (2003) · Acta Oncologica · doi:10.1080/02841860310012301 · Cited by 265 · see citing works
Engel, L. W., Strauchen, J. A., Chiazze, L., et al. (1980) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a112879 · Cited by 185 · see citing works
Improved survival in cancer of the colon and rectum in Sweden
Birgisson, H., Talbäck, M., Gunnarsson, U., Påhlman, L., & Glimelius, B. L. G. (2005) · European Journal of Surgical Oncology · doi:10.1016/j.ejso.2005.05.002 · Cited by 170 · see citing works
DEFINITION OF RATES: SOME REMARKS ON THEIR USE AND MISUSE
Elandt‐Johnson, R. C. (1975) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a112160 · Cited by 136 · see citing works
Attribution of Deaths Following Cancer Treatment
Begg, C. B. (2002) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/94.14.1044 · Cited by 89 · see citing works
Helgesen, F., Holmberg, L., Johansson, J. E., Bergström, R., & Adami, H. (1996) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/88.17.1216 · Cited by 76 · see citing works
Self-citationMeasurement of Progress Against Cancer
Extramual Committee To Assess Measures of Progress Against Cancer (1990) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/82.10.825 · Cited by 74 · see citing works
Interpreting Cancer Survival Rates
Enstrom, J. E., & Austin, D. F. (1977) · Science · doi:10.1126/science.841309 · Cited by 74 · see citing works
Sondik, E. J. (1990) · PubMed · Cited by 72 · see citing works
Are Deaths Within 1 Month of Cancer-Directed Surgery Attributed to Cancer?
Welch, H. G. (2002) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/94.14.1066 · Cited by 71 · see citing works
Talbäck, M., Rosén, M., Stenbeck, M., et al. (2004) · Cancer Causes & Control · doi:10.1007/s10552-004-2475-0 · Cited by 54 · see citing works
Varenhorst, E., Garmo, H., Holmberg, L., et al. (2005) · Scandinavian Journal of Urology and Nephrology · doi:10.1080/00365590510007793 · Cited by 45 · see citing works
Interpreting Survival Differences and Trends
Berrino, F., Micheli, A., Sant, M., & Capocaccia, R. (1997) · Tumori Journal · doi:10.1177/030089169708300105 · Cited by 38 · see citing works
Overdiagnosis and breast cancer screening
Day, N. E. (2005) · Breast Cancer Research · doi:10.1186/bcr1321 · Cited by 31 · see citing works
Lung cancer screening: panacea or pipe dream?
Ganti, A. K., & Mulshine, J. L. (2005) · Annals of Oncology · doi:10.1093/annonc/mdi723 · Cited by 17 · see citing works
The Science and Politics of Colorectal Cancer Screening
Hoff, G. S., & Bretthauer, M. (2005) · PLoS Medicine · doi:10.1371/journal.pmed.0030036 · Cited by 10 · see citing works
What is progress against cancer?
Adami, H. (1993) · Cancer Causes & Control · doi:10.1007/bf00050868 · Cited by 8 · see citing works
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Allemani, C., Matsuda, T., Di Carlo, V., Harewood, R., Matz, M., Nikšić, M., Bonaventure, A., Valkov, M., Johnson, C. J., Estève, J., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(17)33326-3 · Cited by 6,145 · see citing works
Self-citationHeynsbergh, N., Heckel, L., Botti, M., & Livingston, P. M. (2018) · BMC Cancer · doi:10.1186/s12885-018-4160-9 · Cited by 109 · see citing works
- Authors
- DICKMAN, P. W., & ADAMI, H. ‐.
- Affiliations
- Harvard University (US)
- Corresponding author
- DICKMAN, P. W.
- Venue
- Journal of Internal Medicine
- Publisher
- Wiley
- Published
- 2006-07-14
- Volume
- 260
- Issue
- 2
- Pages
- 103-117
- ISSN
- 0954-6820 (ISSN-L)
- 1365-2796
- OpenAlex
- W1964915268
- Cited by
- 508
- References
- 34
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 13 · 2023: 14 · 2022: 16 · 2021: 18 · 2020: 20 · 2019: 16 · 2018: 21 · 2017: 15 · 2016: 16 · 2015: 16 · 2014: 31 · 2013: 135 · 2012: 55
- FWCI
- 1.07
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Internal Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Oncology › Global Cancer Incidence and Screening
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Social Sciences › Demography › Insurance, Mortality, Demography, Risk Management
- Keywords
- cancer survival, survival trends, cause-specific survival, relative survival, period analysis, cancer incidence, cancer mortality, cancer treatment evaluation
- MeSH terms
- Data Collection, Data Interpretation, Statistical, Humans, Mass Screening, Neoplasms, Incidence, Survival Analysis, Treatment Outcome
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