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Steer KJD, Sun Z, Sadowski DC, Yong JHE, Coldman A, Nemecek N, Yang H. The impact on clinical outcomes and healthcare resources from discontinuing colonoscopy surveillance subsequent to low-risk adenoma removal: A simulation study using the OncoSim-Colorectal model. J Med Screen 2024; 31:78-84. [PMID: 37728194 PMCID: PMC11083724 DOI: 10.1177/09691413231202877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 08/18/2023] [Accepted: 09/05/2023] [Indexed: 09/21/2023]
Abstract
OBJECTIVE To estimate the impact on clinical outcomes and healthcare resource use from recommending that patients with 1-2 low-risk adenomas (LRAs) return to routine fecal immunochemical test (FIT) screening instead of surveillance colonoscopy, from a Canadian provincial healthcare system perspective. METHODS The OncoSim-Colorectal microsimulation model simulated average-risk individuals eligible for FIT-based colorectal cancer (CRC) screening in Alberta, Canada. We simulated two surveillance strategies that applied to individuals with 1-2 LRAs (<10 mm) removed as part of the average risk CRC screening program: (a) Surveillance colonoscopy (status quo) and (b) return to FIT screening (new strategy); both at 5 years after polypectomy. A 75 ng/mL FIT positivity threshold was used in the base case. The simulations projected average annual CRC outcomes and healthcare resource use from 2023 to 2042. We conducted alternative scenarios and sensitivity analyses on key variables. RESULTS Returning to FIT screening (versus surveillance colonoscopy) after polypectomy was projected to have minimal impact on long-term CRC incidence and deaths (not statistically significant). There was a projected decrease of one (4%) major bleeding event and seven (5%) perforation events per year. There was a projected increase of 4800 (1.5%) FIT screens, decrease of 3900 (5.1%) colonoscopies, and a decrease of $3.4 million (1.2%) in total healthcare costs per year, on average. The annual colonoscopies averted and healthcare cost savings increased over time. Results were similar in the alternative scenarios and sensitivity analyses. CONCLUSIONS Returning to FIT screening would have similar clinical outcomes as surveillance colonoscopy but could reduce colonoscopy demand and healthcare costs.
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Affiliation(s)
- Kieran JD Steer
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Provincial Population and Public Health, Alberta Health Services, Calgary, AB, Canada
| | - Zhuolu Sun
- Canadian Partnership Against Cancer, Toronto, ON, Canada
| | - Daniel C Sadowski
- Division of Gastroenterology, University of Alberta Faculty of Medicine and Dentistry, Edmonton, AB, Canada
| | - Jean H E Yong
- Canadian Partnership Against Cancer, Toronto, ON, Canada
| | - Andrew Coldman
- Cancer Control Research, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Nicole Nemecek
- Provincial Population and Public Health, Alberta Health Services, Calgary, AB, Canada
| | - Huiming Yang
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Provincial Population and Public Health, Alberta Health Services, Calgary, AB, Canada
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Adegbulugbe AA, Farah E, Ruan Y, Yong JHE, Cheung WY, Brenner DR. The projected health and economic impact of increased colorectal cancer screening participation among Canadians by income quintile. CANADIAN JOURNAL OF PUBLIC HEALTH = REVUE CANADIENNE DE SANTE PUBLIQUE 2024; 115:384-394. [PMID: 38502494 PMCID: PMC11133258 DOI: 10.17269/s41997-024-00868-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 02/09/2024] [Indexed: 03/21/2024]
Abstract
OBJECTIVES Disparities in colorectal cancer (CRC) screening uptake by socioeconomic status have been observed in Canada. We used the OncoSim-Colorectal model to evaluate the health and economic outcomes associated with increasing the participation rates of CRC screening programs to 60% among Canadians in different income quintiles. METHODS Baseline CRC screening participation rates were obtained from the 2017 Canadian Community Health Survey. The survey participants were categorized into income quintiles using their reported household income and 2016 Canadian Census income quintile thresholds. Within each quintile, the participation rate was the proportion of respondents aged 50-74 who reported having had a fecal test in the past two years. Using the OncoSim-Colorectal model, we simulated an increase in CRC screening uptake to 60% across income quintiles to assess the effects on CRC incidence, mortality, and associated economic costs from 2024 to 2073. RESULTS Increasing CRC screening participation rates to 60% across all income quintiles would prevent 69,100 CRC cases and 36,600 CRC deaths over 50 years. The improvement of clinical outcomes would also translate to increased person-years and health-adjusted person-years. The largest impact was observed in the lowest income group, with 22,200 cases and 11,700 deaths prevented over 50 years. Increased participation could lead to higher screening costs ($121 million CAD more per year) and lower treatments costs ($95 million CAD less per year), averaged over the period 2024-2073. CONCLUSION Increased screening participation will improve clinical outcomes across all income groups while alleviating associated treatment costs. The benefits of increased participation will be strongest among the lowest income quintile.
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Affiliation(s)
- Abisola A Adegbulugbe
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Eliya Farah
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Yibing Ruan
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, AB, Canada
| | - Jean H E Yong
- Canadian Partnership Against Cancer, Toronto, ON, Canada
| | - Winson Y Cheung
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, AB, Canada
| | - Darren R Brenner
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, AB, Canada.
- Forzani & MacPhail Colon Cancer Screening Centre, Alberta Health Services, Calgary, AB, Canada.
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Kalyta A, Ruan Y, Telford JJ, De Vera MA, Peacock S, Brown C, Donnellan F, Gill S, Brenner DR, Loree JM. Association of Reducing the Recommended Colorectal Cancer Screening Age With Cancer Incidence, Mortality, and Costs in Canada Using OncoSim. JAMA Oncol 2023; 9:1432-1436. [PMID: 37471076 PMCID: PMC10360004 DOI: 10.1001/jamaoncol.2023.2312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 04/27/2023] [Indexed: 07/21/2023]
Abstract
Importance Recent US guideline updates have advocated for colorectal cancer (CRC) screening to begin at age 45 years in average-risk adults, whereas Canadian screening programs continue to begin screening at age 50 years. Similarities in early-onset CRC rates in Canada and the US warrant discussion of earlier screening in Canada, but there is a lack of Canadian-specific modeling data to inform this. Objective To estimate the association of a lowered initiation age for CRC screening by biennial fecal immunochemical test (FIT) with CRC incidence, mortality, and health care system costs in Canada. Design, Setting, and Participants/Exposures This economic evaluation computational study used microsimulation modeling via the OncoSim platform. Main Outcomes and Measures Modeled rates of CRC incidence, mortality, and health care costs in Canadian dollars. Results This analysis included 4 birth cohorts (1973-1977, 1978-1982, 1983-1987, and 1988-1992) representative of the Canadian population accounting for previously documented effects of increasing CRC incidence in younger birth cohorts. Screening initiation at age 45 years resulted in a net 12 188 fewer CRC cases, 5261 fewer CRC deaths, and an added 92 112 quality-adjusted life-years (QALYs) to the cohort population over a 40-year period relative to screening from age 50 years. Screening initiation at age 40 years yielded 18 135 fewer CRC cases, 7988 fewer CRC deaths, and 150 373 QALYs. The cost per QALY decreased with younger birth cohorts to a cost of $762 per QALY when Canadians born in 1988 to 1992 began screening at age 45 years or $2622 per QALY with screening initiation at age 40 years. Although costs associated with screening and resulting therapeutic interventions increased with earlier screening, the overall health care system cost of managing CRC decreased. Conclusions and Relevance This economic evaluation study using microsimulation modeling found that earlier screening may reduce CRC disease burden and add life-years to the Canadian population at a modest cost. Guideline changes suggesting earlier CRC screening in Canada may be justified, but evaluation of the resulting effects on colonoscopy capacity is necessary.
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Affiliation(s)
| | - Yibing Ruan
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, Canada
| | - Jennifer J. Telford
- Division of Gastroenterology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mary A. De Vera
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stuart Peacock
- BC Cancer, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
- Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia, Canada
| | - Carl Brown
- BC Cancer, Vancouver, British Columbia, Canada
- Division of General Surgery, St. Paul’s Hospital, Vancouver, British Columbia, Canada
| | - Fergal Donnellan
- BC Cancer, Vancouver, British Columbia, Canada
- Division of Gastroenterology, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Darren R. Brenner
- Departments of Oncology and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
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Yong JHE, Nadeau C, Flanagan WM, Coldman AJ, Asakawa K, Garner R, Fitzgerald N, Yaffe MJ, Miller AB. The OncoSim-Breast Cancer Microsimulation Model. Curr Oncol 2022; 29:1619-1633. [PMID: 35323336 PMCID: PMC8947518 DOI: 10.3390/curroncol29030136] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 02/22/2022] [Accepted: 02/28/2022] [Indexed: 01/02/2023] Open
Abstract
Background: OncoSim-Breast is a Canadian breast cancer simulation model to evaluate breast cancer interventions. This paper aims to describe the OncoSim-Breast model and how well it reproduces observed breast cancer trends. Methods: The OncoSim-Breast model simulates the onset, growth, and spread of invasive and ductal carcinoma in situ tumours. It combines Canadian cancer incidence, mortality, screening program, and cost data to project population-level outcomes. Users can change the model input to answer specific questions. Here, we compared its projections with observed data. First, we compared the model’s projected breast cancer trends with the observed data in the Canadian Cancer Registry and from Vital Statistics. Next, we replicated a screening trial to compare the model’s projections with the trial’s observed screening effects. Results: OncoSim-Breast’s projected incidence, mortality, and stage distribution of breast cancer were close to the observed data in the Canadian Cancer Registry and from Vital Statistics. OncoSim-Breast also reproduced the breast cancer screening effects observed in the UK Age trial. Conclusions: OncoSim-Breast’s ability to reproduce the observed population-level breast cancer trends and the screening effects in a randomized trial increases the confidence of using its results to inform policy decisions related to early detection of breast cancer.
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Affiliation(s)
- Jean H. E. Yong
- Canadian Partnership Against Cancer, Toronto, ON M5H 1J8, Canada;
- Correspondence:
| | - Claude Nadeau
- Statistics Canada, Ottawa, ON K1A 0T6, Canada; (C.N.); (W.M.F.); (K.A.); (R.G.)
| | - William M. Flanagan
- Statistics Canada, Ottawa, ON K1A 0T6, Canada; (C.N.); (W.M.F.); (K.A.); (R.G.)
| | - Andrew J. Coldman
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada;
| | - Keiko Asakawa
- Statistics Canada, Ottawa, ON K1A 0T6, Canada; (C.N.); (W.M.F.); (K.A.); (R.G.)
| | - Rochelle Garner
- Statistics Canada, Ottawa, ON K1A 0T6, Canada; (C.N.); (W.M.F.); (K.A.); (R.G.)
| | | | | | - Anthony B. Miller
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada;
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Kamo KI, Fukui K, Ito Y, Nakayama T, Katanoda K. How much can screening reduce colorectal cancer mortality in Japan? Scenario-based estimation by microsimulation. Jpn J Clin Oncol 2021; 52:221-226. [PMID: 34897471 DOI: 10.1093/jjco/hyab195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Screening is one of the effective interventions for the reduction of colorectal cancer mortality. Though the Japanese government recommends faecal occult blood test and colonoscopy as a follow-up examination following a diagnosis, both participation rates have not been so high and the national mortality rate has not shown a clear decreasing trend. METHODS Microsimulation models simulate the life histories of a large population of individuals under various scenarios. In this study, we applied a microsimulation model to estimate the reduction of colorectal cancer mortality based on screening scenarios. RESULTS The effect of reducing the age-standardized mortality rate for colorectal cancer was estimated at 9.4% for men and 6.0% for women under the scenario which calls for 50% participation in faecal occult blood test and 90% participation of follow-up examination. This scenario corresponds to the goal setting for screening in the third-term of the Basic Plan to Promote Cancer Control Programs in Japan. CONCLUSIONS Our microsimulation model was found to be useful in estimating the mortality reduction effect of cancer control policy. Such modelling techniques can be utilized to develop effective and optimal cancer control programs.
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Affiliation(s)
- Ken-Ichi Kamo
- Center for Medical Education, Sapporo Medical University, Sapporo, Hokkaido, Japan
| | - Keisuke Fukui
- Graduate School of Advanced Science and Engineering, Hiroshima University, Hiroshima, Japan
| | - Yuri Ito
- Research and Development Center, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Tomio Nakayama
- Division of Screening Assessment and Management, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Kota Katanoda
- Division of Surveillance and Policy Evaluation, National Cancer Center Institute for Cancer Control, Tokyo, Japan
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Yong JHE, Mainprize JG, Yaffe MJ, Ruan Y, Poirier AE, Coldman A, Nadeau C, Iragorri N, Hilsden RJ, Brenner DR. The impact of episodic screening interruption: COVID-19 and population-based cancer screening in Canada. J Med Screen 2021; 28:100-107. [PMID: 33241760 PMCID: PMC7691762 DOI: 10.1177/0969141320974711] [Citation(s) in RCA: 116] [Impact Index Per Article: 38.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 10/23/2020] [Accepted: 10/27/2020] [Indexed: 12/05/2022]
Abstract
BACKGROUND Population-based cancer screening can reduce cancer burden but was interrupted temporarily due to the COVID-19 pandemic. We estimated the long-term clinical impact of breast and colorectal cancer screening interruptions in Canada using a validated mathematical model. METHODS We used the OncoSim breast and colorectal cancers microsimulation models to explore scenarios of primary screening stops for 3, 6, and 12 months followed by 6-24-month transition periods of reduced screening volumes. For breast cancer, we estimated changes in cancer incidence over time, additional advanced-stage cases diagnosed, and excess cancer deaths in 2020-2029. For colorectal cancer, we estimated changes in cancer incidence over time, undiagnosed advanced adenomas and colorectal cancers in 2020, and lifetime excess cancer incidence and deaths. RESULTS Our simulations projected a surge of cancer cases when screening resumes. For breast cancer screening, a three-month interruption could increase cases diagnosed at advanced stages (310 more) and cancer deaths (110 more) in 2020-2029. A six-month interruption could lead to 670 extra advanced cancers and 250 additional cancer deaths. For colorectal cancers, a six-month suspension of primary screening could increase cancer incidence by 2200 cases with 960 more cancer deaths over the lifetime. Longer interruptions, and reduced volumes when screening resumes, would further increase excess cancer deaths. CONCLUSIONS Interruptions in cancer screening will lead to additional cancer deaths, additional advanced cancers diagnosed, and a surge in demand for downstream resources when screening resumes. An effective strategy is needed to minimize potential harm to people who missed their screening.
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Affiliation(s)
| | | | - Martin J Yaffe
- Sunnybrook Research Institute, Toronto, Canada
- Departments of Medical Biophysics and Medical Imaging, University of Toronto, Toronto, Canada
| | - Yibing Ruan
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, Canada
| | - Abbey E Poirier
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, Canada
| | | | | | | | - Robert J Hilsden
- Forzani & MacPhail Colon Cancer Screening Centre, Alberta Health Services, Calgary, Canada
- Departments of Medicine and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Darren R Brenner
- Department of Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, Canada
- Departments of Oncology and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
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Kalyta A, De Vera MA, Peacock S, Telford JJ, Brown CJ, Donnellan F, Gill S, Loree JM. Canadian Colorectal Cancer Screening Guidelines: Do They Need an Update Given Changing Incidence and Global Practice Patterns? Curr Oncol 2021; 28:1558-1570. [PMID: 33919428 PMCID: PMC8161738 DOI: 10.3390/curroncol28030147] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/07/2021] [Accepted: 04/19/2021] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC) is the third most commonly diagnosed cancer and second leading cause of cancer death in Canada. Organized screening programs targeting Canadians aged 50 to 74 at average risk of developing the disease have contributed to decreased rates of CRC, improved patient outcomes and reduced healthcare costs. However, data shows that recent incidence reductions are unique to the screening-age population, while rates in people under-50 are on the rise. Similar incidence patterns in the United States prompted the American Cancer Society and U.S. Preventive Services Task Force to recommend screening begin at age 45 rather than 50. We conducted a review of screening practices in Canada, framing them in the context of similar global health systems as well as the evidence supporting the recent U.S. recommendations. Epidemiologic changes in Canada suggest earlier screening initiation in average-risk individuals may be reasonable, but the balance of costs to benefits remains unclear.
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Affiliation(s)
- Anastasia Kalyta
- Division of Medical Oncology, BC Cancer/University of British Columbia, Vancouver, BC V5Z 4E6, Canada; (A.K.); (S.G.)
| | - Mary A. De Vera
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada;
| | - Stuart Peacock
- Cancer Control Research, BC Cancer, Vancouver, BC V5Z 4E6, Canada;
| | - Jennifer J. Telford
- Division of Gastroenterology, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; (J.J.T.); (F.D.)
| | - Carl J. Brown
- Division of General Surgery, St. Paul’s Hospital, Vancouver, BC V6Z 1Y6, Canada;
| | - Fergal Donnellan
- Division of Gastroenterology, University of British Columbia, Vancouver, BC V5Z 1M9, Canada; (J.J.T.); (F.D.)
| | - Sharlene Gill
- Division of Medical Oncology, BC Cancer/University of British Columbia, Vancouver, BC V5Z 4E6, Canada; (A.K.); (S.G.)
| | - Jonathan M. Loree
- Division of Medical Oncology, BC Cancer/University of British Columbia, Vancouver, BC V5Z 4E6, Canada; (A.K.); (S.G.)
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Smith HA, Yong JHE, Kandola K, Boushey R, Kuziemsky C. Participatory simulation modeling to inform colorectal cancer screening in a complex remote northern health system: Canada's Northwest Territories. Int J Med Inform 2021; 150:104455. [PMID: 33857774 DOI: 10.1016/j.ijmedinf.2021.104455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 04/02/2021] [Accepted: 04/05/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND & AIMS Colorectal cancer (CRC) mortality in the Northwest Territories (NWT), a northern region of Canada, could be reduced by implementing a CRC screening program. However, this may require additional colonoscopy resources. We used participatory simulation modeling to predict colonoscopy demand and to develop strategies for implementing a feasible and effective CRC screening program in this complex remote northern health system. METHODS Using a participatory simulation modeling approach, we first developed a conceptual model of CRC screening with local collaborators. This approach informed our parameter adjustments of an existing microsimulation model, OncoSim-CRC, using data from a retrospective cohort review of CRC screening between 2014-2019 and secondary data. Model scenarios reflecting program implementation were run for 500 million cases. Validity was assessed, and outputs analyzed with collaborators. Alternative scenarios were developed to reduce colonoscopy demand and results were presented to end-users. RESULTS We estimated that colonoscopy demand with a CRC screening program phased-in over 5 years would surpass capacity within 2 years. If demand is met, screen-detected cancers would increase by 110 %, and clinically-detected cases would reduce by 26 % over the next 30 years. We also found that prolonging the phase-in period, or revising adenoma follow-up guidelines would reduce colonoscopy demand while still improving cancer detection. Both strategies were considered feasible by collaborators. The adjusted model was valid, and the projections informed local end-users plans for CRC screening delivery. CONCLUSIONS Using participatory simulation modeling, we projected that a screening program would improve CRC detection but surpass current colonoscopy capacity. Phasing-in the screening program and reducing endoscopic adenoma follow-up would enhance feasibility of a CRC screening program in the NWT and help maintain its effectiveness.
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Affiliation(s)
- Heather Anne Smith
- Telfer School of Management, University of Ottawa, Ottawa, ON, Canada; Department of General Surgery, University of Ottawa Faculty of Medicine, Ottawa, ON, Canada.
| | | | - Kami Kandola
- Office of the Chief Public Health Officer, Department of Health and Social Services, Yellowknife, NWT, Canada
| | - Robin Boushey
- Department of General Surgery, University of Ottawa Faculty of Medicine, Ottawa, ON, Canada
| | - Craig Kuziemsky
- Office of Research Services, MacEwan University, Edmonton, AB, Canada
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Steinberg J, Yap S, Goldsbury D, Nair-Shalliker V, Banks E, Canfell K, O'Connell DL. Large-scale systematic analysis of exposure to multiple cancer risk factors and the associations between exposure patterns and cancer incidence. Sci Rep 2021; 11:2343. [PMID: 33504831 PMCID: PMC7841154 DOI: 10.1038/s41598-021-81463-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 12/28/2020] [Indexed: 12/29/2022] Open
Abstract
Exposures to cancer risk factors such as smoking and alcohol are not mutually independent. We aimed to identify risk factor exposure patterns and their associations with sociodemographic characteristics and cancer incidence. We considered 120,771 female and, separately, 100,891 male participants of the Australian prospective cohort 45 and Up Study. Factor analysis grouped 36 self-reported variables into 8 combined factors each for females (largely representing 'smoking', 'alcohol', 'vigorous exercise', 'age at childbirth', 'Menopausal Hormone Therapy', 'parity and breastfeeding', 'standing/sitting', 'fruit and vegetables') and males (largely representing 'smoking', 'alcohol', 'vigorous exercise', 'urology and health', 'moderate exercise', 'standing/sitting', 'fruit and vegetables', 'meat and BMI'). Associations with cancer incidence were investigated using multivariable logistic regression (4-8 years follow-up: 6193 females, 8749 males diagnosed with cancer). After multiple-testing correction, we identified 10 associations between combined factors and cancer incidence for females and 6 for males, of which 14 represent well-known relationships (e.g. bowel cancer: females 'smoking' factor Odds Ratio (OR) 1.16 (95% Confidence Interval (CI) 1.08-1.25), males 'smoking' factor OR 1.15 (95% CI 1.07-1.23)), providing evidence for the validity of this approach. The catalogue of associations between exposure patterns, sociodemographic characteristics, and cancer incidence can help inform design of future studies and targeted prevention programmes.
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Affiliation(s)
- Julia Steinberg
- Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia.
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia.
| | - Sarsha Yap
- Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia
| | - David Goldsbury
- Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia
| | - Visalini Nair-Shalliker
- Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - Emily Banks
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australia
| | - Karen Canfell
- Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia
- Prince of Wales Clinical School, UNSW Medicine, Sydney, NSW, Australia
| | - Dianne L O'Connell
- Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
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Areia M, Fuccio L, Hassan C, Dekker E, Dias-Pereira A, Dinis-Ribeiro M. Cost-utility analysis of colonoscopy or faecal immunochemical test for population-based organised colorectal cancer screening. United European Gastroenterol J 2018; 7:105-113. [PMID: 30788122 DOI: 10.1177/2050640618803196] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 08/27/2018] [Indexed: 12/11/2022] Open
Abstract
Background Organised programmes for colorectal cancer screening demand a high burden of medical and economic resources. The preferred methods are the faecal immunochemical test and primary colonoscopy. Objective The purpose of this study was to perform an economic analysis and comparison between these tests in Europe. Methods We used a Markov cost-utility analysis from a societal perspective comparing biennial faecal immunochemical test or colonoscopy every 10 years screening versus non-screening in Portugal. The population was screened, aged from 50-74 years, and efficacy was evaluated in quality-adjusted life years. For the base-case scenario, the faecal immunochemical test cost was €3 with 50% acceptance and colonoscopy cost was €397 with 38% acceptance. The threshold was set at €39,760/quality-adjusted life years and the primary outcome was the incremental cost-effectiveness ratio. Results Screening by biennial faecal immunochemical test and primary colonoscopy every 10 years resulted in incremental utilities of 0.00151 quality-adjusted life years and 0.00185 quality-adjusted life years at additional costs of €4 and €191, respectively. The faecal immunochemical test was the most cost-effective option providing an incremental cost-effectiveness ratio of €2694/quality-adjusted life years versus €103,633/quality-adjusted life years for colonoscopy. Colonoscopy capacity would have to increase 1.3% for a faecal immunochemical test programme or 31% for colonoscopy. Conclusion Biennial faecal immunochemical test screening is better than colonoscopy as it is cost-effective, allows more individuals to get screened, and provides a more rational use of the endoscopic capacity available.
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Affiliation(s)
- Miguel Areia
- Center for Health Technology and Services Research (CINTESIS), University of Porto (FMUP), Porto, Portugal.,Gastroenterology Department, Portuguese Oncology Institute of Coimbra, Coimbra, Portugal
| | - Lorenzo Fuccio
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, Bologna, Italy
| | - Cesare Hassan
- Endoscopy Unit, Nuovo Regina Margherita Hospital, Rome, Italy
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Academic Medical Center, Amsterdam, The Netherlands
| | - António Dias-Pereira
- Gastroenterology Department, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Mário Dinis-Ribeiro
- Center for Health Technology and Services Research (CINTESIS), University of Porto (FMUP), Porto, Portugal.,Gastroenterology Department, Portuguese Oncology Institute of Porto, Porto, Portugal
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Shen SC, Lofters A, Tinmouth J, Paszat L, Rabeneck L, Glazier RH. Predictors of non-adherence to colorectal cancer screening among immigrants to Ontario, Canada: a population-based study. Prev Med 2018; 111:180-189. [PMID: 29548788 DOI: 10.1016/j.ypmed.2018.03.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 03/01/2018] [Accepted: 03/09/2018] [Indexed: 12/22/2022]
Abstract
Though colorectal cancer (CRC) screening rates have increased over time in Ontario, Canada, immigrants continue to have lower rates of screening. This study examines the association between non-adherence to CRC screening and immigration, socio-demographic, healthcare utilization, and primary care physician characteristics among immigrants to Ontario. This is a population-based retrospective cross-sectional study that uses healthcare administrative databases housed at the Institute for Clinical Evaluative Sciences. Our cohort comprised immigrants aged 60 to 74 years who lived in Ontario on March 31, 2015 and who had been eligible for the Ontario Health Insurance Plan for at least 10 years. The outcome was lack of adherence to CRC screening with any modality (fecal occult blood test, flexible sigmoidoscopy, colonoscopy) on March 31, 2015. Our cohort contained 182,949 immigrants. Overall 70,134 (38%) individuals were not adherent to screening. Risk of non-adherence to CRC screening was higher among immigrants who were from low (adjusted relative risk [ARR] 1.35, 95%CI 1.28-1.42) or low-middle (ARR 1.27, 95%CI 1.24-1.30, population-attributable risk [PAR] 9.8%) income countries and refugees (ARR 1.09, 95%CI 1.06-1.11). Compared to those from the United States, Australia, and New Zealand, immigrants from most other world regions, particularly Eastern Europe and Central Asia (ARR 1.28, 95%CI 1.21-1.37), had higher risks of non-adherence. Non-immigration factors such as low healthcare use and lack of primary care enrolment also increased the risk of non-adherence to screening. These findings can be used to inform future efforts to improve uptake of CRC screening among immigrant groups.
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Affiliation(s)
| | - Aisha Lofters
- Dalla Lana School of Public Health, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Family and Community Medicine, St. Michael's Hospital, Toronto, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Jill Tinmouth
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, Toronto, Ontario, Canada; Division of Gastroenterology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Prevention and Cancer Control, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Lawrence Paszat
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Canada
| | - Linda Rabeneck
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Division of Gastroenterology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Prevention and Cancer Control, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Richard H Glazier
- Dalla Lana School of Public Health, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Family and Community Medicine, St. Michael's Hospital, Toronto, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, Toronto, Ontario, Canada
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12
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Simulating results from trials of sigmoidoscopy screening using the OncoSim microsimulation model. J Cancer Policy 2018. [DOI: 10.1016/j.jcpo.2017.12.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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13
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Gauvreau CL, Fitzgerald NR, Memon S, Flanagan WM, Nadeau C, Asakawa K, Garner R, Miller AB, Evans WK, Popadiuk CM, Wolfson M, Coldman AJ. The OncoSim model: development and use for better decision-making in Canadian cancer control. ACTA ACUST UNITED AC 2017; 24:401-406. [PMID: 29270052 DOI: 10.3747/co.24.3850] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The Canadian Partnership Against Cancer was created in 2007 by the federal government to accelerate cancer control across Canada. Its OncoSim microsimulation model platform, which consists of a suite of specific cancer models, was conceived as a tool to augment conventional resources for population-level policy- and decision-making. The Canadian Partnership Against Cancer manages the OncoSim program, with funding from Health Canada and model development by Statistics Canada. Microsimulation modelling allows for the detailed capture of population heterogeneity and health and demographic history over time. Extensive data from multiple Canadian sources were used as inputs or to validate the model. OncoSim has been validated through expert consultation; assessments of face validity, internal validity, and external validity; and model fit against observed data. The platform comprises three in-depth cancer models (lung, colorectal, cervical), with another in-depth model (breast) and a generalized model (25 cancers) being in development. Unique among models of its class, OncoSim is available online for public sector use free of charge. Users can customize input values and output display, and extensive user support is provided. OncoSim has been used to support decision-making at the national and jurisdictional levels. Although simulation studies are generally not included in hierarchies of evidence, they are integral to informing cancer control policy when clinical studies are not feasible. OncoSim can evaluate complex intervention scenarios for multiple cancers. Canadian decision-makers thus have a powerful tool to assess the costs, benefits, cost-effectiveness, and budgetary effects of cancer control interventions when faced with difficult choices for improvements in population health and resource allocation.
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Affiliation(s)
- C L Gauvreau
- Health Economics, Canadian Partnership Against Cancer, Toronto, ON
| | - N R Fitzgerald
- Health Economics, Canadian Partnership Against Cancer, Toronto, ON
| | - S Memon
- Health Economics, Canadian Partnership Against Cancer, Toronto, ON
| | | | - C Nadeau
- Health Analysis, Statistics Canada, Ottawa, ON
| | - K Asakawa
- Health Analysis, Statistics Canada, Ottawa, ON
| | - R Garner
- Health Analysis, Statistics Canada, Ottawa, ON
| | - A B Miller
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON
| | - W K Evans
- Department of Oncology, McMaster University, Hamilton, ON
| | - C M Popadiuk
- Faculty of Medicine, Memorial University, St. John's, NL
| | - M Wolfson
- School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, ON
| | - A J Coldman
- Cancer Control Research, BC Cancer Research Centre, Vancouver, BC
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14
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Skyrud KD, Myklebust TÅ, Bray F, Eriksen MT, de Lange T, Larsen IK, Møller B. How Many Deaths from Colorectal Cancer Can Be Prevented by 2030? A Scenario-Based Quantification of Risk Factor Modification, Screening, and Treatment in Norway. Cancer Epidemiol Biomarkers Prev 2017; 26:1420-1426. [PMID: 28626069 DOI: 10.1158/1055-9965.epi-17-0265] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 05/24/2017] [Accepted: 06/06/2017] [Indexed: 11/16/2022] Open
Abstract
Background: Colorectal cancer mortality can be reduced through risk factor modification (adherence to lifestyle recommendations), screening, and improved treatment. This study estimated the potential of these three strategies to modify colorectal cancer mortality rates in Norway.Methods: The potential reduction in colorectal cancer mortality due to risk factor modification was estimated using the software Prevent, assuming that 50% of the population in Norway-who do not adhere to the various recommendations concerning prevention of smoking, physical activity, body weight, and intake of alcohol, red/processed meat, and fiber-started to follow the recommendations. The impact of screening was quantified assuming implementation of national flexible sigmoidoscopy screening with 50% attendance. The reduction in colorectal cancer mortality due to improved treatment was calculated assuming that 50% of the linear (positive) trend in colorectal cancer survival would continue to persist in future years.Results: Risk factor modification would decrease colorectal cancer mortality by 11% (corresponding to 227 prevented deaths: 142 men, 85 women) by 2030. Screening and improved treatment in Norway would reduce colorectal cancer mortality by 7% (149 prevented deaths) and 12% (268 prevented deaths), respectively, by 2030. Overall, the combined effect of all three strategies would reduce colorectal cancer mortality by 27% (604 prevented deaths) by 2030.Conclusions: Risk factor modification, screening, and treatment all have considerable potential to reduce colorectal cancer mortality by 2030, with the largest potential reduction observed for improved treatment and risk factor modification.Impact: The estimation of these health impact measures provides useful information that can be applied in public health decision-making. Cancer Epidemiol Biomarkers Prev; 26(9); 1420-6. ©2017 AACR.
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Affiliation(s)
- Katrine Damgaard Skyrud
- Department of Registration, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Majorstuen, Oslo, Norway.
| | - Tor Åge Myklebust
- Department of Registration, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Majorstuen, Oslo, Norway
| | - Freddie Bray
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - Morten Tandberg Eriksen
- Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Thomas de Lange
- Department of Registration, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Majorstuen, Oslo, Norway
| | - Inger Kristin Larsen
- Department of Registration, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Majorstuen, Oslo, Norway
| | - Bjørn Møller
- Department of Registration, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Majorstuen, Oslo, Norway
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15
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Projected effect of fecal immunochemical test threshold for colorectal cancer screening on outcomes and costs for Canada using the OncoSim microsimulation model. J Cancer Policy 2017. [DOI: 10.1016/j.jcpo.2017.07.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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16
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Shahidi N, Cheung WY. Colorectal cancer screening: Opportunities to improve uptake, outcomes, and disparities. World J Gastrointest Endosc 2016; 8:733-740. [PMID: 28042387 PMCID: PMC5159671 DOI: 10.4253/wjge.v8.i20.733] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 09/05/2016] [Accepted: 09/18/2016] [Indexed: 02/05/2023] Open
Abstract
Colorectal cancer screening has become a standard of care in industrialized nations for those 50 to 75 years of age, along with selected high-risk populations. While colorectal cancer screening has been shown to reduce both the incidence and mortality of colorectal cancer, it is a complex multi-disciplinary process with a number of important steps that require optimization before tangible improvements in outcomes are possible. For both opportunistic and programmatic colorectal cancer screening, poor participant uptake remains an ongoing concern. Furthermore, current screening modalities (such as the guaiac based fecal occult blood test, fecal immunochemical test and colonoscopy) may be used or performed suboptimally, which can lead to missed neoplastic lesions and unnecessary endoscopic evaluations. The latter poses the risk of adverse events, such as perforation and post-polypectomy bleeding, as well as financial impacts to the healthcare system. Moreover, ongoing disparities in colorectal cancer screening persist among marginalized populations, including specific ethnic minorities (African Americans, Hispanics, Asians, Indigenous groups), immigrants, and those who are economically disenfranchised. Given this context, we aimed to review the current literature on these important areas pertaining to colorectal cancer screening, particularly focusing on the guaiac based fecal occult blood test, the fecal immunochemical test and colonoscopy.
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17
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Krueger H, Andres EN, Koot JM, Reilly BD. The economic burden of cancers attributable to tobacco smoking, excess weight, alcohol use, and physical inactivity in Canada. ACTA ACUST UNITED AC 2016; 23:241-9. [PMID: 27536174 DOI: 10.3747/co.23.2952] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVES The purpose of the present study was to calculate the proportion of cancers in Canada attributable to tobacco smoking (ts), alcohol use (au), excess weight (ew), and physical inactivity (pia); to explore variation in the proportions of those risk factors (rfs) over time by sex and province; to estimate the economic burden of cancer attributable to the 4 rfs; and to calculate the potential reduction in cancers and economic burden if all provinces achieved rf prevalence rates equivalent to the best in Canada. METHODS We used a previously developed approach based on population-attributable fractions (pafs) to estimate the cancer-related economic burden associated with the four rfs. Sex-specific relative risk and age- and sex-specific prevalence data were used in the modelling. The economic burden was adjusted for potential double counting of cases and costs. RESULTS In Canada, 27.7% of incident cancer cases [95% confidence interval (ci): 22.6% to 32.9%] in 2013 [47,000 of 170,000 (95% ci: 38,400-55,900)] were attributable to the four rfs: ts, 15.2% (95% ci: 13.7% to 16.9%); ew, 5.1% (95% ci: 3.8% to 6.4%); au, 3.9% (95% ci: 2.4% to 5.3%); and pia, 3.5% (95% ci: 2.7% to 4.3%). The annual economic burden attributable to the 47,000 total cancers was $9.6 billion (95% ci: $7.8 billion to $11.3 billion): consisting of $1.7 billion in direct and $8.0 billion in indirect costs. Applying the lowest rf rates to each province would result in an annual reduction of 6204 cancers (13.2% of the potentially avoidable cancers) and a reduction in economic burden of $1.2 billion. CONCLUSIONS Despite substantial reductions in the prevalence and intensity of ts, ts remains the dominant risk factor from the perspective of cancer prevention in Canada, although ew and au are becoming increasingly important rfs.
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Affiliation(s)
- H Krueger
- School of Population and Public Health, University of British Columbia, Vancouver, BC
| | | | - J M Koot
- School of Population and Public Health, University of British Columbia, Vancouver, BC
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18
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Correlating Quantitative Fecal Immunochemical Test Results with Neoplastic Findings on Colonoscopy in a Population-Based Colorectal Cancer Screening Program: A Prospective Study. Can J Gastroenterol Hepatol 2016; 2016:4650471. [PMID: 28116286 PMCID: PMC5220421 DOI: 10.1155/2016/4650471] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 11/06/2016] [Accepted: 11/09/2016] [Indexed: 02/06/2023] Open
Abstract
Background and Aims. The Canadian Partnership Against Cancer (CPAC) recommends a fecal immunochemical test- (FIT-) positive predictive value (PPV) for all adenomas of ≥50%. We sought to assess FIT performance among average-risk participants of the British Columbia Colon Screening Program (BCCSP). Methods. From Nov-2013 to Dec-2014 consecutive participants of the BCCSP were assessed. Data was obtained from a prospectively collected database. A single quantitative FIT (NS-Plus, Alfresa Pharma Corporation, Japan) with a cut-off of ≥10 μg/g (≥50 ng/mL) was used. Results. 20,322 FIT-positive participants underwent CSPY. At a FIT cut-off of ≥10 μg/g (≥50 ng/mL) the PPV for all adenomas was 52.0%. Increasing the FIT cut-off to ≥20 μg/g (≥100 ng/mL) would increase the PPV for colorectal cancer (CRC) by 1.5% and for high-risk adenomas (HRAs) by 6.5% at a cost of missing 13.6% of CRCs and 32.4% of HRAs. Conclusions. As the NS-Plus FIT cut-off rises, the PPV for CRC and HRAs increases but at the cost of missed lesions. A cut-off of ≥10 μg/g (≥50 ng/mL) produces a PPV for all adenomas exceeding national recommendations. Health authorities need to take into consideration endoscopic resources when selecting a FIT positivity threshold.
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Hennessy DA, Flanagan WM, Tanuseputro P, Bennett C, Tuna M, Kopec J, Wolfson MC, Manuel DG. The Population Health Model (POHEM): an overview of rationale, methods and applications. Popul Health Metr 2015; 13:24. [PMID: 26339201 PMCID: PMC4559325 DOI: 10.1186/s12963-015-0057-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Accepted: 08/21/2015] [Indexed: 12/22/2022] Open
Abstract
The POpulation HEalth Model (POHEM) is a health microsimulation model that was developed at Statistics Canada in the early 1990s. POHEM draws together rich multivariate data from a wide range of sources to simulate the lifecycle of the Canadian population, specifically focusing on aspects of health. The model dynamically simulates individuals’ disease states, risk factors, and health determinants, in order to describe and project health outcomes, including disease incidence, prevalence, life expectancy, health-adjusted life expectancy, quality of life, and healthcare costs. Additionally, POHEM was conceptualized and built with the ability to assess the impact of policy and program interventions, not limited to those taking place in the healthcare system, on the health status of Canadians. Internationally, POHEM and other microsimulation models have been used to inform clinical guidelines and health policies in relation to complex health and health system problems. This paper provides a high-level overview of the rationale, methodology, and applications of POHEM. Applications of POHEM to cardiovascular disease, physical activity, cancer, osteoarthritis, and neurological diseases are highlighted.
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Affiliation(s)
- Deirdre A Hennessy
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture Driveway, Ottawa, ON K1A 0T6 Canada
| | - William M Flanagan
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture Driveway, Ottawa, ON K1A 0T6 Canada
| | - Peter Tanuseputro
- Ottawa Hospital Research Institute, Room 2-012 Administrative Services Building, Box 684, 1053 Carling Ave., Ottawa, ON K1Y 4E9 Canada ; C.T. Lamont Primary Health Care Research Centre and Bruyere Research Institute, 43 Bruyere Street, Ottawa, ON K1N 5C8 Canada
| | - Carol Bennett
- Ottawa Hospital Research Institute, Room 2-012 Administrative Services Building, Box 684, 1053 Carling Ave., Ottawa, ON K1Y 4E9 Canada ; The Institute for Clinical Evaluative Sciences, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5 Canada
| | - Meltem Tuna
- Ottawa Hospital Research Institute, Room 2-012 Administrative Services Building, Box 684, 1053 Carling Ave., Ottawa, ON K1Y 4E9 Canada ; The Institute for Clinical Evaluative Sciences, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5 Canada
| | - Jacek Kopec
- School of Population and Public Health, University of British Columbia and the Arthritis Research Centre of Canada, 895 West 10th Avenue, Vancouver, BC V5Z 1L7 Canada
| | - Michael C Wolfson
- Faculty of Medicine, University of Ottawa, 451 Smyth Road, Ottawa, ON K1H 8M5 Canada
| | - Douglas G Manuel
- Health Analysis Division, Statistics Canada, 100 Tunney's Pasture Driveway, Ottawa, ON K1A 0T6 Canada ; Ottawa Hospital Research Institute, Room 2-012 Administrative Services Building, Box 684, 1053 Carling Ave., Ottawa, ON K1Y 4E9 Canada ; C.T. Lamont Primary Health Care Research Centre and Bruyere Research Institute, 43 Bruyere Street, Ottawa, ON K1N 5C8 Canada ; The Institute for Clinical Evaluative Sciences, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5 Canada ; The Department of Family and Department of Epidemiology and Community Medicine, University of Ottawa, Room 3105, 451 Smyth Road, Ottawa, ON K1H 8M5 Canada
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20
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Pitkäniemi J, Seppä K, Hakama M, Malminiemi O, Palva T, Vuoristo MS, Järvinen H, Paimela H, Pikkarainen P, Anttila A, Elovainio L, Hakulinen T, Karjalainen S, Pylkkänen L, Rautalahti M, Sarkeala T, Vertio H, Malila N. Effectiveness of screening for colorectal cancer with a faecal occult-blood test, in Finland. BMJ Open Gastroenterol 2015; 2:e000034. [PMID: 26462283 PMCID: PMC4599169 DOI: 10.1136/bmjgast-2015-000034] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 05/13/2015] [Indexed: 12/17/2022] Open
Abstract
Background Screening for colorectal cancer (CRC) with guaiac-based faecal occult-blood test (FOBT) has been reported to reduce CRC mortality in randomised trials in the 1990s, but not in routine screening, so far. In Finland, a large randomised study on biennial FOB screening for CRC was gradually nested as part of the routine health services from 2004. We evaluate the effectiveness of screening as a public health policy in the largest population so far reported. Methods We randomly allocated (1:1) men and women aged 60–69 years to those invited for screening and those not invited (controls), between 2004 and 2012. This resulted in 180 210 subjects in the screening arm and 180 282 in the control arm. In 2012, the programme covered 43% of the target age population in Finland. Results The median follow-up time was 4.5 years (maximum 8.3 years), with a total of 1.6 million person-years. The CRC incidence rate ratio between the screening and control arm was 1.11 (95% CI 1.01 to 1.23). The mortality rate ratio from CRC between the screening and control arm was 1.04 (0.84 to 1.28), respectively. The CRC mortality risk ratio was 0.88 (0.66 to 1.16) and 1.33 (0.94 to 1.87) in males and females, respectively. Conclusions We did not find any effect in a randomised health services study of FOBT screening on CRC mortality. The substantial effect difference between males and females is inconsistent with the evidence from randomised clinical trials and with the recommendations of several international organisations. Even if our findings are still inconclusive, they highlight the importance of randomised evaluation when new health policies are implemented. Trial registration 002_2010_august.
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Affiliation(s)
- J Pitkäniemi
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland ; Department of Public Health , University of Helsinki , Finland
| | - K Seppä
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland
| | - M Hakama
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland ; School of Health Sciences, University of Tampere , Tampere , Finland
| | | | - T Palva
- Pirkanmaa Cancer Society , Tampere , Finland
| | | | - H Järvinen
- Department of Gastroenterological Surgery , Helsinki University Hospital , Helsinki , Finland
| | - H Paimela
- Department of Gastrointestinal Surgery , University Hospital of Northern Norway , Narvik , Norway
| | - P Pikkarainen
- Department of Medicine, Tampere University Hospital , Tampere , Finland
| | - A Anttila
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland
| | - L Elovainio
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland
| | - T Hakulinen
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland
| | | | - L Pylkkänen
- The Cancer Society of Finland , Helsinki , Finland
| | - M Rautalahti
- Finnish Medical Society Duodecim , Helsinki , Finland
| | - T Sarkeala
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland
| | - H Vertio
- The Cancer Society of Finland , Helsinki , Finland
| | - N Malila
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research , Helsinki , Finland ; School of Health Sciences, University of Tampere , Tampere , Finland
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Miller AB, Gribble S, Nadeau C, Asakawa K, Flanagan WM, Wolfson M, Coldman A, Evans WK, Fitzgerald N, Lockwood G, Popadiuk C. Evaluation of the natural history of cancer of the cervix, implications for prevention. The Cancer Risk Management Model (CRMM) – Human papillomavirus and cervical components. J Cancer Policy 2015. [DOI: 10.1016/j.jcpo.2015.05.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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