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Application of Multi-Criteria Decision Analysis (MCDA) to Prioritize Real-World Evidence Studies for Health Technology Management: Outcomes and Lessons Learned by the Canadian Real-World Evidence for Value of Cancer Drugs (CanREValue) Collaboration. Curr Oncol 2024; 31:1876-1898. [PMID: 38668044 PMCID: PMC11049582 DOI: 10.3390/curroncol31040141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/09/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
Multi-criteria decision analysis (MCDA) is a value assessment tool designed to help support complex decision-making by incorporating multiple factors and perspectives in a transparent, structured approach. We developed an MCDA rating tool, consisting of seven criteria evaluating the importance and feasibility of conducting potential real-world evidence (RWE) studies aimed at addressing uncertainties stemming from initial cancer drug funding recommendations. In collaboration with the Canadian Agency for Drugs and Technologies in Health's Provincial Advisory Group, a validation exercise was conducted to further evaluate the application of the rating tool using RWE proposals varying in complexity. Through this exercise, we aimed to gain insight into consensus building and deliberation processes and to identify efficiencies in the application of the rating tool. An experienced facilitator led a multidisciplinary committee, consisting of 11 Canadian experts, through consensus building, deliberation, and prioritization. A total of nine RWE proposals were evaluated and prioritized as low (n = 4), medium (n = 3), or high (n = 2) priority. Through an iterative process, efficiencies and recommendations to improve the rating tool and associated procedures were identified. The refined MCDA rating tool can help decision-makers prioritize important and feasible RWE studies for research and can enable the use of RWE for the life-cycle evaluation of cancer drugs.
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Cost and value of cancer medicines in a single-payer public health system in Ontario, Canada: a cross-sectional study. Lancet Oncol 2024; 25:431-438. [PMID: 38547890 DOI: 10.1016/s1470-2045(24)00072-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND The financial impact of cancer medicines on health systems is not well known. We describe temporal trends in expenditure on cancer medicines within the single-payer health system of Ontario, Canada, and the extent of clinical benefit these treatments offer. METHODS In this cross-sectional study, we identified cancer medicines and expenditures from formularies and costing databases (the New Drug Funding Program, Ontario Drug Benefit Program, and The High-Cost Therapy Funding Program) during 10 consecutive years (April 1, 2012, to March 31, 2022) in Ontario, Canada. For intravenous medicines, we applied the European Society for Medical Oncology Magnitude of Clinical Benefit Scale (ESMO-MCBS) to identify expenditures associated with substantial clinical benefit. We also identified treatments associated with improved overall survival or quality of life. FINDINGS 69 intravenous and 98 oral or injectable medicines were funded during 2012-22. Annual expenditure on cancer medicines increased by approximately 15% per year during 2012-22; the increase was more rapid in the most recent 4 years. Total expenditure on cancer medicines in the 2021-22 financial year was CA$1·7 billion. Immune checkpoint inhibitors were the single biggest expense by class ($284 million), representing 17% of the entire cancer medicine annual budget. Drugs with the highest individual costs were lenalidomide ($178 million) and pembrolizumab ($163 million), each accounting for around 10% of the entire budget. 29 (76%) of 38 indications eligible for ESMO-MCBS scoring met the threshold for substantial clinical benefit. Eight (21%) indications had no randomised trial evidence of improved overall survival, and only four (11%) were associated with improved QOL. $346 million (67% of the expenditure on intravenous cancer medicines) was spent on drugs that improved median overall survival by more than 6 months, $82 million (16%) was spent on medicines with overall survival gains of 3-6 months, and $32 million (6%) was spent on medicines with overall survival gains of less than 3 months. $53 million (10%) was spent on medicines with no established improvement in overall survival. INTERPRETATION Costs of cancer medicines to the Canadian health system are increasing rapidly. Most funded indications met thresholds for substantial clinical benefit and two-thirds of the expenditure were for medicines that improve survival by more than 6 months. Whether this cost trajectory can be maintained in a sustainable, equitable, high-quality health system is unclear. Efforts are needed to ensure the price of medicines with substantial benefit is affordable and funding of treatments with very modest benefit might need to be re-assessed, particularly when alternative supportive and palliative therapies are available. FUNDING None.
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Comparative Effectiveness and Safety of Trastuzumab Biosimilars to Herceptin for Adjuvant Treatment of HER2+ Breast Cancer. Curr Oncol 2024; 31:1633-1644. [PMID: 38534957 PMCID: PMC10969053 DOI: 10.3390/curroncol31030124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/15/2024] [Accepted: 03/19/2024] [Indexed: 05/26/2024] Open
Abstract
Background: Ontario publicly funds reference trastuzumab (Herceptin) and four biosimilar trastuzumab products for adjuvant treatment of HER2+ breast cancer. We assessed the real-world safety and effectiveness of biosimilar trastuzumab compared to Herceptin for adjuvant treatment of patients with HER2+ breast cancer. Methods: This was a population-based, retrospective study comparing the safety and effectiveness of biosimilar trastuzumab and Herceptin for neoadjuvant/adjuvant treatment of HER2+ breast cancer from 2016 to 2021. Treatment patients started biosimilar trastuzumab from November 2019 to June 2021; historical comparator patients started Herceptin from June 2016 to October 2019. Safety outcomes death within 30 days of last dose of trastuzumab, direct hospitalization, emergency department visit leading to hospitalization, early treatment discontinuation, and in-patient admission for congestive heart failure were measured using logistic/negative binomial regression. Overall survival (OS) was measured using Kaplan-Meier methods and Cox proportional hazards regression. Propensity score matching was applied. Results: From June 2016 to 2021, 5071 patients with breast cancer were treated with neoadjuvant/adjuvant trastuzumab. The rate of direct hospitalization (RR: 0.85, 95% CI: 0.74-0.98, p-value: 0.032) was significantly lower in biosimilar compared to Herceptin patients. OS (log-rank test p = 0.98) and risk of mortality (HR: 1.29, 95% CI: 0.72-2.30, p-value = 0.39) did not significantly differ between treatment groups. Conclusions: Biosimilar trastuzumab demonstrated similar safety and effectiveness to Herceptin. The findings can help improve confidence in and use of biosimilars and demonstrate the value of real-world evidence generation for supporting biosimilar implementations and reassessments.
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Cost-effectiveness of second-line ipilimumab for metastatic melanoma: A real-world population-based cohort study of resource utilization. Cancer Med 2023. [PMID: 36999965 DOI: 10.1002/cam4.5862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 03/02/2023] [Accepted: 03/16/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND The efficacy-effectiveness gap between randomized trial and real-world evidence regarding the clinical benefit of ipilimumab for metastatic melanoma (MM) has been well characterized by previous literature, consistent with initial concerns raised by health technology assessment agencies (HTAs). As these differences can significantly impact cost-effectiveness, it is critical to assess the real-world cost-effectiveness of second-line ipilimumab versus non-ipilimumab treatments for MM. METHODS This was a population-based retrospective cohort study of patients who received second-line non-ipilimumab therapies between 2008 and 2012 versus ipilimumab treatment between 2012 and 2015 (after public reimbursement) for MM in Ontario. Using a 5-year time horizon, censor-adjusted and discounted (1.5%) costs (from the public payer's perspective in Canadian dollars) and effectiveness were used to calculate incremental cost-effectiveness ratios (ICERs) in life-years gained (LYGs) and quality-adjusted life years (QALYs), with bootstrapping to capture uncertainty. Varying the discount rate and reducing the price of ipilimumab were done as sensitivity analyses. RESULTS In total, 329 MM were identified (Treated: 189; Controls: 140). Ipilimumab was associated with an incremental effectiveness of 0.59 LYG, incremental cost of $91,233, and ICER of $153,778/LYG. ICERs were not sensitive to discounting rate. Adjusting for quality of life using utility weights resulted in an ICER of $225,885/QALY, confirming the original HTA estimate prior to public reimbursement. Reducing the price of ipilimumab by 100% resulted in an ICER of $111,728/QALY. CONCLUSION Despite its clinical benefit, ipilimumab as second-line monotherapy for MM patients is not cost-effective in the real world as projected by HTA under conventional willingness-to-pay thresholds.
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Development of a Multi-Criteria Decision Analysis Rating Tool to Prioritize Real-World Evidence Questions for the Canadian Real-World Evidence for Value of Cancer Drugs (CanREValue) Collaboration. Curr Oncol 2023; 30:3776-3786. [PMID: 37185399 PMCID: PMC10137247 DOI: 10.3390/curroncol30040286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/17/2023] [Accepted: 03/26/2023] [Indexed: 03/30/2023] Open
Abstract
The Canadian Real-world Evidence for Value of Cancer Drugs (CanREValue) collaboration developed an MCDA rating tool to assess and prioritize potential post-market real-world evidence (RWE) questions/uncertainties emerging from public drug funding decisions in Canada. In collaboration with a group of multidisciplinary stakeholders from across Canada, the rating tool was developed following a three-step process: (1) selection of criteria to assess the importance and feasibility of an RWE question; (2) development of rating scales, application of weights and calculating aggregate scores; and (3) validation testing. An initial MCDA rating tool was developed, composed of seven criteria, divided into two groups. Group A criteria assess the importance of an RWE question by examining the (1) drug’s perceived clinical benefit, (2) magnitude of uncertainty identified, and (3) relevance of the uncertainty to decision-makers. Group B criteria assess the feasibility of conducting an RWE analysis including the (1) feasibility of identifying a comparator, (2) ability to identify cases, (3) availability of comprehensive data, and (4) availability of necessary expertise and methodology. Future directions include partnering with the Canadian Agency for Drugs and Technology in Health’s Provincial Advisory Group for further tool refinement and to gain insight into incorporating the tool into drug funding deliberations.
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Comparative Effectiveness of FOLFIRINOX Versus Gemcitabine and Nab-paclitaxel in Initially Unresectable Locally Advanced Pancreatic Cancer: A Population-based Study to Assess Subsequent Surgical Resection and Overall Survival. Clin Oncol (R Coll Radiol) 2023; 35:e303-e311. [PMID: 36863956 DOI: 10.1016/j.clon.2023.02.008] [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: 01/20/2022] [Revised: 12/22/2022] [Accepted: 02/10/2023] [Indexed: 02/18/2023]
Abstract
AIMS First-line FOLFIRINOX (FOLinic acid, Fluorouracil, IRINotecan, and OXaliplatin) and gemcitabine plus nab-paclitaxel (GnP) have been publicly funded for patients with unresectable locally advanced pancreatic cancer (uLAPC) in Ontario, Canada. We examined the overall survival and surgical resection rate after first-line FOLFIRINOX or GnP and determined the association between resection and overall survival in patients with uLAPC. MATERIALS AND METHODS We conducted a retrospective population-based study including patients with uLAPC who received first-line treatment FOLFIRINOX or GnP from April 2015 to March 2019. The cohort was linked to administrative databases to ascertain demographic and clinical characteristics. Propensity score methods were used to balance differences between FOLFIRINOX and GnP. The Kaplan-Meier method was used to calculate overall survival. Cox regression was used to determine the association between receipt of treatment and overall survival, adjusting for time-dependent surgical resections. RESULTS We identified 723 patients with uLAPC (mean age = 65.8, 43.5% female) who received FOLFIRINOX (55.2%) or GnP (44.8%). The median overall survival and 1-year overall survival probability were higher for FOLFIRINOX (13.7 months, 54.6%) than for GnP (8.7 months, 34.0%). Post-chemotherapy surgical resection occurred in 89 (12.3%) patients (FOLFIRINOX: 74 [18.5%] versus GnP: 15 [4.6%]), with no difference in survival since surgery between FOLFIRINOX and GnP (P = 0.29). After adjusting time-dependent post-treatment surgical resection, FOLFIRINOX (inverse probability treatment weighting hazard ratio 0.72, 95% confidence interval 0.61, 0.84) was independently associated with improved overall survival. CONCLUSIONS In this real-world population-based study of patients with uLAPC, FOLFIRINOX was associated with improved survival and higher resection rates. FOLFIRINOX was associated with improved survival in patients with uLAPC after accounting for the effect of post-chemotherapy surgical resection, suggesting the benefit of FOLFIRINOX was not solely due to improving resectability.
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Comparison of Use of Neoadjuvant Systemic Treatment for Breast Cancer and Short-term Outcomes Before vs During the COVID-19 Era in Ontario, Canada. JAMA Netw Open 2022; 5:e2225118. [PMID: 35917122 PMCID: PMC9346546 DOI: 10.1001/jamanetworkopen.2022.25118] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE In response to an increase in COVID-19 infection rates in Ontario, several systemic treatment (ST) regimens delivered in the adjuvant setting for breast cancer were temporarily permitted for neoadjuvant-intent to defer nonurgent breast cancer surgical procedures. OBJECTIVE To examine the use and compare short-term outcomes of neoadjuvant-intent vs adjuvant ST in the COVID-19 era compared with the pre-COVID-19 era. DESIGN, SETTING, AND PARTICIPANTS This was a retrospective population-based cohort study in Ontario, Canada. Patients with cancer starting selected ST regimens in the COVID-19 era (March 11, 2020, to September 30, 2020) were compared to those in the pre-COVID-19 era (March 11, 2019, to March 10, 2020). Patients were diagnosed with breast cancer within 6 months of starting systemic therapy. MAIN OUTCOMES AND MEASURES Estimates were calculated for the use of neoadjuvant vs adjuvant ST, the likelihood of receiving a surgical procedure, the rate of emergency department visits, hospital admissions, COVID-19 infections, and all-cause mortality between treatment groups over time. RESULTS Among a total of 10 920 patients included, 7990 (73.2%) started treatment in the pre-COVID-19 era and 7344 (67.3%) received adjuvant ST; the mean (SD) age was 61.6 (13.1) years. Neoadjuvant-intent ST was more common in the COVID-19 era (1404 of 2930 patients [47.9%]) than the pre-COVID-19 era (2172 of 7990 patients [27.2%]), with an odds ratio of 2.46 (95% CI, 2.26-2.69; P < .001). This trend was consistent across a range of ST regimens, but differed according to patient age and geography. The likelihood of receiving surgery following neoadjuvant-intent chemotherapy was similar in the COVID-19 era compared with the pre-COVID-19 era (log-rank P = .06). However, patients with breast cancer receiving neoadjuvant-intent hormonal therapy were significantly more likely to receive surgery in the COVID-19 era (log-rank P < .001). After adjustment, there were no significant changes in the rate of emergency department visits over time between patients receiving neoadjuvant ST, adjuvant ST, or ST only during the ST treatment period or postoperative period. Hospital admissions decreased in the COVID-19 era for patients who received neoadjuvant ST compared with adjuvant ST or ST alone (P for interaction = .01 for both) in either setting. CONCLUSIONS AND RELEVANCE In this cohort study, patients were more likely to start neoadjuvant ST in the COVID-19 era, which varied across the province and by indication. There was limited evidence to suggest any substantial impact on short-term outcomes.
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Real-World Cost-Effectiveness of First-Line Gemcitabine Plus Nab-Paclitaxel vs FOLFIRINOX in Patients With Advanced Pancreatic Cancer. JNCI Cancer Spectr 2022; 6:pkac047. [PMID: 35758620 PMCID: PMC9346632 DOI: 10.1093/jncics/pkac047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 05/08/2022] [Accepted: 06/06/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND There are no randomized control trials (RCTs) comparing gemcitabine and nab-paclitaxel (Gem-Nab) and fluorouracil, folinic acid, irinotecan, oxaliplatin (FOLFIRINOX) for advanced pancreatic cancer (APC). Although it is well known that RCT-based efficacy often does not translate to real-world effectiveness, there is limited literature investigating comparative cost-effectiveness of Gem-Nab vs FOLFIRINOX for APC. We aimed to examine the real-world cost-effectiveness of Gem-Nab vs FOLFIRINOX for APC in Ontario, Canada. METHODS This study compared patients treated with first-line Gem-Nab or FOLFIRINOX for APC in Ontario from April 2015 to March 2019. Patients were linked to administrative databases. Using propensity scores and a stabilizing weights method, an inverse probability of treatment weighted cohort was developed. Mean survival and total costs were calculated over a 5-year time horizon, adjusted for censoring, and discounted at 1.5%. Incremental cost-effectiveness ratio and net monetary benefit were computed to estimate cost-effectiveness from the public health-care payer's perspective. Sensitivity analysis was conducted using the propensity score matching method. RESULTS A total of 1988 patients were identified (Gem-Nab: n = 928; FOLFIRINOX: n = 1060). Mean survival was lower for patients in the Gem-Nab than the FOLFIRINOX group (0.98 vs 1.26 life-years; incremental effectiveness = -0.28 life-years [95% confidence interval = -0.47 to -0.13]). Patients in the Gem-Nab group incurred greater mean 5-year total costs (Gem-Nab: $103 884; FOLFIRINOX: $101 518). Key cost contributors include ambulatory cancer care, acute inpatient hospitalization, and systemic therapy drug acquisition. Gem-Nab was dominated by FOLFIRINOX, as it was less effective and more costly. Results from the sensitivity analysis were similar. CONCLUSIONS Gem-Nab is likely more costly and less effective than FOLFIRINOX and therefore not considered cost-effective at commonly accepted willingness-to-pay thresholds.
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Real-world cost-effectiveness of first-line gemcitabine + nab-paclitaxel versus FOLFIRINOX in patients with advanced pancreatic cancer: A population-based retrospective cohort study in Ontario, Canada. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.4_suppl.529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
529 Background: Currently, there are no direct randomized control trials (RCTs) comparing gemcitabine and nab-paclitaxel (Gem-Nab) and FOLFIRINOX for advanced pancreatic cancer (APC). Thus, previous model-based cost-effectiveness analyses were based on indirect comparisons of RCT data. While it is well known that RCT-based efficacy does not often translate to real-world effectiveness, there is limited literature investigating the comparative cost-effectiveness of Gem-Nab versus FOLFIRINOX for APC in the real-world. The objective of this study is to examine the real-world cost-effectiveness of Gem-Nab versus FOLFIRINOX in patients with APC in Ontario, Canada. Methods: This population-based retrospective cohort study compared all patients treated with first-line Gem-Nab or FOLFIRINOX for APC with ECOG performance status 0-1 in Ontario from April 2015 to March 2019. Patients were linked to administrative databases to identify key characteristics and costing data. Using propensity scores and a stabilizing weights method, an inverse probability of treatment weighted cohort was developed. Mean survival and total costs were calculated over a 5-year time horizon, adjusted for censoring and discounted at 1.5% (per Canadian guidelines). Incremental cost-effectiveness ratio and net monetary benefit were computed (measured in life-years and quality-adjusted life years) to estimate cost-effectiveness from the public healthcare payer’s perspective. A sensitivity analysis was conducted using the propensity score matching method. Results: 1,988 patients were identified (Gem-Nab: 928, FOLFIRINOX: 1,060). Mean survival was lower for patients in the Gem-Nab group than the FOLFIRINOX group (0.98 versus 1.26 life-years, incremental -0.28 (95% confidence interval -0.47, -0.13)). Patients in the Gem-Nab group also incurred greater mean 5-year total costs (Gem-Nab: $103,884, FOLFIRINOX: $101,518). Key cost contributors include ambulatory cancer care, acute in-patient hospitalization, and systemic therapy drug acquisition. Gem-Nab was dominated by FOLFIRINOX, as it is less effective and more costly. Results from the sensitivity analysis were similar. Conclusions: In routinely treated unselected patients, Gem-Nab is likely more costly and less effective than FOLFIRINOX and therefore, not considered cost-effective at any commonly accepted willingness-to-pay threshold.
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The Association of Drug-Funding Reimbursement With Survival Outcomes and Use of New Systemic Therapies Among Patients With Advanced Pancreatic Cancer. JAMA Netw Open 2021; 4:e2133388. [PMID: 34779846 PMCID: PMC8593760 DOI: 10.1001/jamanetworkopen.2021.33388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 09/10/2021] [Indexed: 12/29/2022] Open
Abstract
Importance Gemcitabine-nab-paclitaxel (GEMNAB) and fluorouracil, leucovorin, irinotecan, and oxaliplatin (FOLFIRINOX) both improve survival of patients with advanced pancreatic cancer when compared with single-agent gemcitabine in clinical trials. Objective To describe changes in the survival of patients with advanced pancreatic cancer associated with sequential drug-funding approvals and to determine if there exist distinct patient populations for whom GEMNAB and FOLFIRINOX are associated with survival benefit. Design, Setting, and Participants This population-based, retrospective cohort study examined all incident cases of advanced pancreatic cancer treated with first-line chemotherapy in Ontario, Canada (2008-2018) that were identified from the Cancer Care Ontario (Ontario Health) New Drug Funding Program database. Statistical analysis was performed from October 2020 to January 2021. Exposures First-line chemotherapy for advanced pancreatic cancer. Main Outcomes and Measures The main outcomes were the proportion of patients treated with each chemotherapy regimen over time and overall survival for each regimen. Cox proportional hazards regression models were used to compare overall survival between treatment regimens after adjustment for confounding variables, inverse probability of treatment weighting, and matching. Results From 2008 to 2018, 5465 patients with advanced pancreatic cancer were treated with first-line chemotherapy in Ontario, Canada. The median (range) age of patients was 66.9 (27.8-93.4) years; 2447 (45%) were female; 878 (16%) had prior pancreatic resection, and 328 (6%) had prior adjuvant gemcitabine. During the time period when only gemcitabine and FOLFIRINOX were funded (2011-2015), 49% (929 of 1887) received FOLFIRINOX. When GEMNAB was subsequently funded (2015-2018), 9% (206 of 2347) received gemcitabine, 44% (1034 of 2347) received FOLFIRINOX, and 47% (1107 of 2347) received GEMNAB. The median overall survival increased from 5.6 months (95% CI, 5.1-6.0 months) in 2008 to 2011 to 6.9 months (95% CI, 6.5-7.4 months) in 2011 to 2015 to 7.6 months (95% CI, 7.1-8.0 months) in 2015 to 2018. Patients receiving FOLFIRINOX were younger and healthier than patients receiving GEMNAB. After adjustment and weighting, FOLFIRINOX was associated with better overall survival than GEMNAB (hazard ratio [HR], 0.75 [95% CI, 0.69-0.81]). In analyses comparing patients treated with GEMNAB and gemcitabine, GEMNAB was associated with better overall survival (HR, 0.86 [95% CI, 0.78-0.94]). Conclusions and Relevance This cohort study of patients with advanced pancreatic cancer receiving first-line palliative chemotherapy within a universal health care system found that drug funding decisions were associated with increased uptake of new treatment options over time and improved survival. Both FOLFIRINOX and GEMNAB were associated with survival benefits in distinct patient populations.
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Real-world Safety of Bevacizumab with First-line Combination Chemotherapy in Patients with Metastatic Colorectal Cancer: Population-based Retrospective Cohort Studies in Three Canadian Provinces. Clin Oncol (R Coll Radiol) 2021; 34:e7-e17. [PMID: 34456106 DOI: 10.1016/j.clon.2021.08.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 07/16/2021] [Accepted: 08/12/2021] [Indexed: 11/03/2022]
Abstract
AIMS To examine the real-world safety of adding bevacizumab to first-line irinotecan-based chemotherapy for patients with metastatic colorectal cancer (mCRC). MATERIALS AND METHODS Patients diagnosed with CRC in three Canadian provinces (Ontario, Saskatchewan and British Columbia) who received publicly funded bevacizumab and/or irinotecan from 2000 to 2016 were identified from cancer registries. Propensity score 1:1 matching (PSM) and inverse probability of treatment weighting (IPTW) were performed to contemporaneous and historical controls, adjusting for baseline demographic and clinical characteristics. Safety end points evaluated during first-line treatment plus 30 days included mortality within 30 days and all-cause-, chemotherapy- and bevacizumab-related hospitalisations. Chemotherapy- and bevacizumab-related visits were defined as hospitalisations for specific conditions commonly associated with chemotherapy (e.g. infections) or bevacizumab (e.g. arteriovenous thromboembolism) using most responsible diagnosis codes. In PSM and IPTW-weighted cohorts, we assessed event frequencies using odds ratios from logistic regressions and event rate ratios using negative binomial regression models. The results from each province and comparison were pooled using random-effects meta-analysis. RESULTS We identified 16 250 mCRC patients who received first-line irinotecan-based treatment. In PSM cohorts, bevacizumab was associated with fewer deaths within 30 days of treatment compared with contemporaneous (pooled odds ratio = 0.62; 95% confidence interval 0.50-0.75) and historical controls (pooled odds ratio = 0.73; 95% confidence interval 0.58-0.93). Hospitalisations were more frequent among patients treated with bevacizumab compared with historical controls but similar to contemporaneous controls. As patients receiving bevacizumab were exposed to a longer average treatment duration, across their full treatment duration, patients receiving bevacizumab had significantly lower rates of hospitalisations (contemporaneous pooled rate ratio = 0.56; 95% confidence interval 0.47-0.67; historical pooled rate ratio = 0.73; 95% confidence interval 0.56-0.95). Similar trends were observed for chemotherapy- and bevacizumab-related hospitalisations and in IPTW-weighted cohorts. DISCUSSION We did not observe any increase in rates of hospitalisation or death within 30 days of treatment among mCRC patients treated with bevacizumab plus chemotherapy versus chemotherapy alone; these findings should be interpreted with caution due to the risk of residual confounding.
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Real-World Cost-Effectiveness of Bevacizumab With First-Line Combination Chemotherapy in Patients With Metastatic Colorectal Cancer: Population-Based Retrospective Cohort Studies in Three Canadian Provinces. MDM Policy Pract 2021; 6:23814683211021060. [PMID: 34212111 PMCID: PMC8216386 DOI: 10.1177/23814683211021060] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 05/03/2021] [Indexed: 11/16/2022] Open
Abstract
Background. Real-world evidence can be a valuable tool when clinical trial data are incomplete or uncertain. Bevacizumab was adopted as first-line therapy for metastatic colorectal cancer (mCRC) based on significant survival improvements in initial clinical trials; however, survival benefit diminished in subsequent analyses. Consequently, there is uncertainty surrounding the cost-effectiveness of bevacizumab therapy achieved in practice. Objective. To assess real-world cost-effectiveness of first-line bevacizumab with irinotecan-based chemotherapy versus irinotecan-based chemotherapy alone for mCRC in British Columbia (BC), Saskatchewan, and Ontario, Canada. Methods. Using provincial cancer registries and linked administrative databases, we identified mCRC patients who initiated publicly funded irinotecan-based chemotherapy, with or without bevacizumab, in 2000 to 2015. We compared bevacizumab-treated patients to historical controls (treated before bevacizumab funding) and contemporaneous controls (receiving chemotherapy without bevacizumab), using inverse-probability-of-treatment weighting with propensity scores to balance baseline covariates. We calculated incremental cost-effectiveness ratios (ICER) using 5-year cost and survival adjusted for censoring, with bootstrapping to characterize uncertainty. We also conducted one-way sensitivity analysis for key drivers of cost-effectiveness. Results. The cohorts included 12,112 (Ontario), 1,161 (Saskatchewan), and 2,977 (BC) patients. Bevacizumab significantly increased treatment costs, with mean ICERs between $78,000 and $84,000/LYG (life-year gained) in the contemporaneous comparisons and $75,000 and $101,000/LYG in the historical comparisons. Reducing the cost of bevacizumab by 50% brought ICERs in all comparisons below $61,000/LYG. Limitations. Residual confounding in observational data may bias results, while the use of original list prices overestimates current bevacizumab cost. Conclusion. The addition of bevacizumab to irinotecan-based chemotherapy extended survival for mCRC patients but at significant cost. At original list prices bevacizumab can only be considered cost-effective with certainty at a willingness-to-pay threshold over $100,000/LYG, but price reductions or discounts have a significant impact on cost-effectiveness.
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Clinician Perspectives of COVID-19-Related Cancer Drug Funding Measures in Ontario. ACTA ACUST UNITED AC 2021; 28:1056-1066. [PMID: 33652898 PMCID: PMC8025744 DOI: 10.3390/curroncol28020103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/12/2021] [Accepted: 02/23/2021] [Indexed: 12/23/2022]
Abstract
The COVID-19 pandemic has a significant impact on cancer patients and the delivery of cancer care. To allow clinicians to adapt treatment plans for patients, Ontario Health (Cancer Care Ontario) issued a series of interim funding measures for the province’s New Drug Funding Program (NDFP), which covers the cost of most hospital-delivered cancer drugs. To assess the utility of the measures and the need for their continuation, we conducted an online survey of Ontario oncology clinicians. The survey was open 3–25 September 2020 and generated 105 responses. Between April and June 2020, 46% of respondents changed treatment plans for more than 25% of their cancer patients due to the pandemic. Clinicians report broad use of interim funding measures. The most frequently reported strategies used were treatment breaks for stable patients (62%), extending dosing intervals (59%), and deferring routine imaging (56%). Most clinicians anticipate continuing to use these interim funding measures in the coming months. The survey showed that adapting cancer drug funding policies has supported clinical care in Ontario during the pandemic.
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Real-world, population-based cohort study of toxicity and resource utilization of second-line ipilimumab for metastatic melanoma in Ontario, Canada. Int J Cancer 2020; 148:1910-1918. [PMID: 33105030 DOI: 10.1002/ijc.33357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 09/20/2020] [Accepted: 09/30/2020] [Indexed: 12/19/2022]
Abstract
Second-line ipilimumab has been publicly funded in Ontario for metastatic melanoma (MM) since September 2012. We examined real-world toxicity of second-line ipilimumab compared to standard second-line treatments prior to funding. MM patients who received systemic treatment from April 2005 to March 2015 were included. Patients receiving second-line ipilimumab after September 2012 were considered as cases, and those who received second-line treatment prior to the funding date were included as historical controls. Outcomes assessed include treatment-related mortality, any-cause hospital visits, ipilimumab-related hospital visits and specialist visits (eg, endocrinologists, ophthalmologists, gastroenterologists, rheumatologists and respirologists), which were captured from up to 30 and/or 90 days after end of second-line treatment. Inverse probability of treatment weighting was used to adjust for baseline differences between groups. Odds ratios (ORs) from logistic regressions and rate ratios (RRs) from rate regressions were used to assess differences between groups. We identified 329 MM patients who received second-line treatments (ipilimumab: 189; controls: 140). Ipilimumab was associated greater any-cause (60.1% vs 45.7%; OR = 1.81; P value = .019) and ipilimumab-related (47.2% vs 31.9%; OR = 1.91; P value = .011) hospital visits. Adjusting for different follow-up days, ipilimumab was associated with higher rates of all-cause (RR = 1.56 [95%CI: 1.12-2.16]), and ipilimumab-related (RR = 2.18 [95% CI: 1.45-3.27]) hospital visits. Patients receiving ipilimumab were more likely to visit specialist involved in immunotherapy toxicity management (23.5% vs 13.7%; P value = .04). Compared to historical second-line treatments, second-line ipilimumab was associated with more health service utilization (specifically hospital visits and specialist visits), suggestive of potentially increased toxicity in the real world.
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Abstract
PURPOSE Take-home cancer drugs (THCDs) have become a standard treatment of many cancers. Robust guidelines have been developed for intravenous chemotherapy drugs, but few exist for THCDs with a focus on decentralized models. Hence, Ontario Health (Cancer Care Ontario) established the Oncology Pharmacy Task Force (OPTF) to develop consensus-based recommendations on best practices for THCDs to ensure that patients receive safe, consistent, high-quality care in the community once they leave the cancer center/practice with a prescription. METHODS The OPTF included 34 members with comprehensive representation. Guidance from leading authorities was extracted through literature review, thematically analyzed, and synthesized to develop 29 recommendations. The consensus process (> 70% agreement) included a three-step modified Delphi method followed by an extensive review process. RESULTS Sixteen recommendations were developed: training and education for providers (2), drug access (1), prescribing (4), patient and family/caregiver education (3), communication (1), dispensing (3), monitoring for patient adherence and adverse effects (1), and incident reporting (1). CONCLUSION Through a rigorous methodology, the OPTF derived a robust set of recommendations similar to the ASCO/Oncology Nursing Society and ASCO/National Community Oncology Dispensing Association guidelines, further validating and strengthening the applicability across multiple jurisdictions, including those with decentralized models. Unique aspects in a decentralized model include the need for two pharmacy professionals, with one doing cognitive verification of the script and the other dispensing the medication; moreover, they optimize interprofessional communication between community providers and the cancer center/practice health care team.
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Better treatment at what cost? A study of myeloma spending. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.29_suppl.60] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
60 Background: Multiple myeloma represents less than 1.5% of new cancer cases in Canada. Currently, the estimated median overall survival is at least 5-6 years, primarily driven by therapeutic advances over the past decade. As treatment protocols routinely use doublet and triplet combinations, there are increasing concerns about the ability of health systems to afford growing costs of treatment. To inform system planning in Ontario, we examined trends in costs and utilization of myeloma drugs funded by Ontario’s New Drug Funding Program (NDFP) and the Ontario Drug Benefit program (ODB). Methods: NDFP primarily funds IV cancer drugs while ODB funds take-home cancer drugs (THCD). Treatment volumes and government costs, including drug costs and pharmacy fees where applicable, were obtained from ODB and NDFP claims data. Based on the available data, trends were examined from the 2010/11 to the second quarter of the 2019/20 fiscal year. Results: A total of 7 myeloma drugs (3-IV cancer drugs, 4-THCD) were examined. Over 9 years (2010/11 - 2018/19), spending on publicly-funded myeloma drugs increased by 303% while treatment volumes increased by 116%. Between 2014/15 and 2018/19, bortezomib spending decreased by 72%, largely due to generic pricing policies, while lenalidomide spending increased by 158%, likely due to new indications. By 2018/19, these 7 drugs accounted for 17% of the total cancer drug costs under Ontario's publicly funded programs. NDFP spending on IV cancer drugs by the second quarter of 2019/20 has surpassed the annual expenditures in 2018/19 due to the addition of daratumumab. Conclusions: Since 2010/11, growth in Ontario's public expenditures on myeloma drugs has outpaced savings from pricing policies and this growth is mainly driven by the high cost of the novel agents.
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Impact of rarity on Canadian oncology health technology assessment and funding. Int J Technol Assess Health Care 2020; 36:1-6. [PMID: 32779560 DOI: 10.1017/s0266462320000483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVES The pan-Canadian Oncology Drug Review (pCODR) evaluates new cancer drugs for public funding recommendations. While pCODR's deliberative framework evaluates overall clinical benefit and includes considerations for exceptional circumstances, rarity of indication is not explicitly addressed. Given the high unmet need that typically accompanies these indications, we explored the impact of rarity on oncology HTA recommendations and funding decisions. METHODS We examined pCODR submissions with final recommendations from 2012 to 2017. Incidence rates were calculated using pCODR recommendation reports and statistics from the Canadian Cancer Society. Indications were classified as rare if the incidence rate was lower than 1/100,000 diagnoses, a definition referenced by the Canadian Agency for Drugs and Technologies in Health. Each pCODR final report was examined for the funding recommendation/justification, level of supporting evidence (presence of a randomized control trial [RCT]), and time to funding (if applicable). RESULTS Of the ninety-six pCODR reviews examined, 16.6 percent were classified as rare indications per above criteria. While the frequency of positive funding recommendations were similar between rare and nonrare indication (78.6 vs. 75 percent), rare indications were less likely to be presented with evidence from RCT (50 vs. 90 percent). The average time to funding did not differ significantly across provinces. CONCLUSION Rare indications appear to be associated with weaker clinical evidence. There appears to be no association between rarity, positive funding recommendations, and time to funding. Further work will evaluate factors associated with positive recommendations and the real-world utilization of funded treatments for rare indications.
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Real-world comparative effectiveness of second-line ipilimumab for metastatic melanoma: a population-based cohort study in Ontario, Canada. BMC Cancer 2020; 20:304. [PMID: 32293341 PMCID: PMC7158109 DOI: 10.1186/s12885-020-06798-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 03/27/2020] [Indexed: 11/15/2022] Open
Abstract
Background For novel cancer treatments, effectiveness in clinical practice is not always aligned with clinical efficacy results. As such it is important to understand a treatment’s real-world effectiveness. We examined real-world population-based comparative effectiveness of second-line ipilimumab versus non-ipilimumab treatments (chemotherapy or targeted treatments). Methods We used a cohort of melanoma patients receiving systemic treatment for advanced disease since April 2005 from Ontario, Canada. Patients were identified from provincial drug databases and the Ontario Cancer Registry who received second-line ipilimumab from 2012 to 2015 (treated) or second-line non-ipilimumab treatment prior to 2012 (historical controls). Historical controls were chosen, to permit the most direct comparison to pivotal trial findings. The cohort was linked to administrative databases to identify baseline characteristics and outcomes. Kaplan-Meier curves and multivariable Cox regression models were used to assess overall survival (OS). Observed potential confounders were adjusted for using inverse probability of treatment weighting (IPTW). Results We identified 329 patients with metastatic melanoma (MM) who had received second-line treatments (189 treated; 140 controls). Patients receiving second-line ipilimumab were older (61.7 years vs 55.2 years) compared to historical controls. Median OS were 6.9 (95% CI: 5.4–8.3) and 4.95 (4.3–6.0) months for ipilimumab and controls, respectively. The crude 1-year, 2-year, and 3-year OS probabilities were 34.3% (27–41%), 20.6% (15–27%), and 15.2% (9.6–21%) for ipilimumab and 17.1% (11–23%), 7.1% (2.9–11%), and 4.7% (1.2–8.2%) for controls. Ipilimumab was associated with improved OS (IPTW HR = 0.62; 95% CI: 0.49–0.78; p < 0.0001). Conclusions This real-world analysis suggests second-line ipilimumab is associated with an improvement in OS for MM patients in routine practice.
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Assessing the efficacy-effectiveness gap for cancer therapies: A comparison of overall survival and toxicity between clinical trial and population-based, real-world data for contemporary parenteral cancer therapeutics. Cancer 2020; 126:1717-1726. [PMID: 31913522 DOI: 10.1002/cncr.32697] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 11/29/2019] [Accepted: 12/09/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND Although increasing evidence has suggested that an efficacy-effectiveness gap exists between clinical trial (CT) and real-world evidence (RWE), to the authors' knowledge, the magnitude of this difference remains undercharacterized. The objective of the current study was to quantify the magnitude of survival and toxicity differences between CT and RWE for contemporary cancer systemic therapies. METHODS Patients receiving cancer therapies funded under Cancer Care Ontario's New Drug Funding Program (NDFP) were identified. Landmark CTs with data regarding survival and adverse events (AEs) for each drug indication were identified. RWE for survival and hospitalization rates during treatment were ascertained through Canadian population-based databases. The efficacy-effectiveness gap for each drug indication was calculated as the difference between RWE and CT data for median overall survival (OS), 1-year OS, and generated hazard ratios (HRs) with 95% CIs from Kaplan-Meier OS curves. Toxicity differences were calculated as the difference between RWE of hospitalization rates and CT serious AE rates. RESULTS Twenty-nine indications from 20 systemic therapies were included. Twenty-eight of 29 indications (97%) demonstrated worse survival in RWE, with a median OS difference of 5.2 months (interquartile range, 3.0-12.1 months). Lower effectiveness in RWE also was demonstrated through a meta-analysis of an OS hazard ratio of 1.58 (95% CI, 1.39-1.80). The median difference between RWE for hospitalization rates and CT serious AEs was 14% (95% CI, 9%-22%). CONCLUSIONS An efficacy-effectiveness gap exists for contemporary cancer systemic therapies, with a 5.2-month lower median OS observed in RWE compared with CT data. These data supports the use of RWE to better inform real-world decision making regarding the use of cancer systemic therapies.
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Developing a framework to incorporate real-world evidence in cancer drug funding decisions: the Canadian Real-world Evidence for Value of Cancer Drugs (CanREValue) collaboration. BMJ Open 2020; 10:e032884. [PMID: 31915169 PMCID: PMC6955501 DOI: 10.1136/bmjopen-2019-032884] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Oncology therapy is becoming increasingly more expensive and challenging the affordability and sustainability of drug programmes around the world. When new drugs are evaluated, health technology assessment organisations rely on clinical trials to inform funding decisions. However, clinical trials are not able to assess overall survival and generalises evidence in a real-world setting. As a result, policy makers have little information on whether drug funding decisions based on clinical trials ultimately yield the outcomes and value for money that might be expected. OBJECTIVE The Canadian Real-world Evidence for Value of Cancer Drugs (CanREValue) collaboration, consisting of researchers, recommendation-makers, decision makers, payers, patients and caregivers, are developing and testing a framework for Canadian provinces to generate and use real-world evidence (RWE) for cancer drug funding in a consistent and integrated manner. STRATEGY The CanREValue collaboration has established five formal working groups (WGs) to focus on specific processes in the generation and use of RWE for cancer drug funding decisions in Canada. The different RWE WGs are: (1) Planning and Drug Selection; (2) Methods; (3) Data; (4) Reassessment and Uptake; (5) Engagement. These WGs are acting collaboratively to develop a framework for RWE evaluation, validate the framework through the multiprovince RWE projects and help to integrate the final RWE framework into the Canadian healthcare system. OUTCOMES The framework will enable the reassessment of cancer drugs, refinement of funding recommendations and use of novel funding mechanisms by decision-makers/payers across Canada to ensure the healthcare system is providing clinical benefits and value for money.
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Are population-based patient-reported outcomes associated with overall survival in patients with advanced pancreatic cancer? Cancer Med 2020; 9:215-224. [PMID: 31736256 PMCID: PMC6943146 DOI: 10.1002/cam4.2704] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 07/27/2019] [Accepted: 10/22/2019] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Advanced pancreatic cancer (APC) patients often have substantial symptom burden. In Ontario, patients routinely complete the Edmonton Symptom Assessment Scale (ESAS), which screens for nine symptoms (scale: 0-10), in cancer clinics. We explored the association between baseline patient-reported outcomes, via ESAS, and overall survival (OS). METHODS Advanced pancreatic cancer patients with ESAS records prior to receiving publicly funded drugs from November 2008 to March 2016 were retrospectively identified from Cancer Care Ontario's administrative databases. We examined three composite ESAS scores: total symptom distress score (TSDS: 9 symptoms), physical symptom score (PHS: 6/9 symptoms), and psychological symptom score (PSS: 2/9 symptoms); Composite scores greater than defined thresholds (TSDS ≥36, PHS ≥24, PSS ≥8) were considered as high symptom burden. Crude OS was assessed using Kaplan-Meier method. Hazard ratios (HRs) were assessed using multivariable Cox models. Analysis was repeated in a sub-cohort with Eastern Cooperative Oncology Group (ECOG) status and metastasis. RESULTS We identified 2199 APC patients (mean age 64 years, 55% male) with ESAS records prior to receiving chemotherapy. Crude median survival was 4.5 and 7.3 months for high and low TSDS, respectively. High TSDS was associated with lower OS (HR = 1.47, 95% CI: 1.33, 1.63). In the sub-cohort (n = 393) with ECOG status and metastasis, high TSDS was also associated with lower OS (HR = 1.34, 95% CI: 1.04, 1.73). Similar trends were observed for PHS and PSS. CONCLUSIONS Higher burden of patient-reported outcome was associated with reduced OS among APC patients. The effect was prominent after adjusting for ECOG status.
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Real-world outcomes of FOLFIRINOX vs gemcitabine and nab-paclitaxel in advanced pancreatic cancer: A population-based propensity score-weighted analysis. Cancer Med 2019; 9:160-169. [PMID: 31724340 PMCID: PMC6943167 DOI: 10.1002/cam4.2705] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 10/27/2019] [Accepted: 10/29/2019] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND In Ontario, FOLFIRINOX (FFX) and gemcitabine + nab-paclitaxel (GnP) have been publicly funded for first-line unresectable locally advanced pancreatic cancer (uLAPC) or metastatic pancreatic cancer (mPC) since April 2015. We examined the real-world effectiveness and safety of FFX vs GnP for advanced pancreatic cancer, and in uLAPC and mPC. METHODS Patients receiving first-line FFX or GnP from April 2015 to March 2017 were identified in the New Drug Funding Program database. Baseline characteristics and outcomes were obtained through the Ontario Cancer Registry and other population-based databases. Overall survival (OS) was assessed using Kaplan-Meier and weighted Cox proportional hazard models, weighted by the inverse propensity score adjusting for baseline characteristics. Weighted odds ratio (OR) for hospitalization and emergency department visits (EDV) were estimated from weighted logistic regression models. RESULTS For 1130 patients (632 FFX, 498 GnP), crude median OS was 9.6 and 6.1 months for FFX and GnP, respectively. Weighted OS was improved for FFX vs GnP (HR = 0.77, 0.70-0.85). Less frequent EDV and hospitalization were observed in FFX (EDV: 67.8%; Hospitalization: 49.2%) than GnP (EDV: 77.7%; Hospitalization: 59.3%). More frequent febrile neutropenia-related hospitalization was observed in FFX (5.8%) than GnP (3.3%). Risk of EDV and hospitalization were significantly lower for FFX vs GnP (EDV: OR = 0.68, P = .0001; Hospitalization: OR = 0.76, P = .002), whereas the risk of febrile neutropenia-related hospitalization was significantly higher (OR = 2.12, P = .001). Outcomes for uLAPC and mPC were similar. CONCLUSION In the real world, FFX had longer OS, less frequent all-cause EDV and all-cause hospitalization, but more febrile neutropenia-related hospitalization compared to GnP.
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Impact of a novel prioritization framework on clinician-led oncology drug submissions. ACTA ACUST UNITED AC 2019; 26:e155-e161. [PMID: 31043821 DOI: 10.3747/co.26.4501] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background In Canada, requests for public reimbursement of cancer drugs are predominately initiated by pharmaceutical manufacturers. Clinician-led submissions provide a mechanism to initiate the drug funding process when industry does not submit a request for funding consideration. Although such requests are resource-intensive to produce, Cancer Care Ontario (cco) has the capacity to facilitate clinician-led submissions. In 2014, cco began developing a cancer drug prioritization framework that allocates resources to systematically address a growing number of clinician-identified funding gaps with clinician-led submissions. Methods Cancer site-specific drug advisory committees established by cco consist of health care practitioners whose roles include identifying and prioritizing funding gaps. The committees submit their identified gaps to a cross-cancer-site prioritization exercise in which the requests are ranked based on a set of guiding principles derived from health technology assessment. The requests are then sequentially allocated the resources needed to meet submission requirements. Whether the funding gap is of provincial or pan-Canadian relevance determines where the submission is filed for assessment. Results Since its inception, the cco framework has identified 17 funding gaps in 9 cancer sites. In 4 prioritizations, the framework supported 6 submissions. As of June 2018, the framework had contributed to the eventual funding of more than 9 new drug-indication pairs, with more awaiting funding consideration. Conclusions The cco prioritization framework has enabled clinicians to effectively and systematically identify, prioritize, and fill funding gaps not addressed by industry. Ultimately, the framework helps to ensure that patients can access evidence-informed and cost-effective therapies. The framework will continue to evolve as it encounters new challenges, including funding requests for rare indications.
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Improved survival in overweight and obese patients with aggressive B-cell lymphoma treated with rituximab-containing chemotherapy for curative intent. Leuk Lymphoma 2018; 60:1399-1408. [PMID: 30516081 DOI: 10.1080/10428194.2018.1538509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The association between obesity and survival in non-Hodgkin lymphoma is unclear. Using the Ontario Cancer Registry we conducted a retrospective analysis of incident cases of aggressive-histology B-cell lymphoma treated with a rituximab-containing regimen with curative intent between 2008-2016. 6246 patients were included. On multivariable analysis the rate of all-cause mortality was lower for the overweight body mass index (BMI 25-29.9 kg/m2) (HR 0.85; 95%CI 0.77-0.95) and obese BMI (≥30 kg/m2) (HR 0.75; 95%CI 0.67-0.85) groups compared to the normal weight group (18.5-24.9 kg/m2). Binomial logistic regression analysis revealed a lower odds ratio (OR) of admission to hospital during treatment in the overweight (OR 0.84; 95%CI 0.75-0.95) compared to normal weight BMI group. In the largest cohort to date of aggressive-histology B-cell lymphoma patients treated with rituximab, increased BMI is associated with a survival advantage, and the magnitude of this effect increases from overweight to obese BMI.
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Evolving best practice for take-home cancer drugs in Ontario. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.30_suppl.246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
246 Background: Take-home cancer drugs (THCD) have become a standard treatment for many cancers and present opportunities and challenges for patients, providers and administrators. Ontario’s system has been described as two-tiered, with intravenous cancer drugs (IVCD) viewed as more comprehensive, organized, safer, and more patient-centred. Cancer Care Ontario (CCO) is the Ontario government’s principal cancer advisor. In April 2017, CCO established an Oncology Pharmacy Task Force to develop consensus-based recommendations on best practices for THCD to ensure that all patients are receiving consistent high-quality care regardless of the method of delivery of treatment. Methods: The Task Force included 34 members with representation from patient advocacy groups, pharmacy and pharmacist associations, regulatory and standard setting organizations, and subject matter experts. Standards, guidelines and recommendations from leading authorities were extracted by CCO’s Evidence Search and Review Service and synthesized by a core working group to develop 29 statements. The consensus process included a three-step modified Delphi method with two electronic surveys and a face-to-face meeting. Seventy percent agreement was required to include a recommendation. Thereafter, an extensive review process was conducted with relevant CCO programs and committees as well as subject matter experts, stakeholders and standard setting bodies at the local-regional and national levels. Results: Sixteen consensus-based recommendations were developed: training and education for providers (2); drug access (1); prescribing (4); patient, family/caregiver education (3); communication (1); dispensing (3); monitoring for adherence, identification and management of symptoms/adverse effect (1); and incident reporting (1) . This guidance will have most relevance for patients receiving THCD that require routine monitoring and for clinicians involved in delivering systemic treatment, and associated medications. Conclusions: Through the rigorous use of the Delphi technique, the Task Force developed a robust set of recommendations for THCD delivery in Ontario. Further work will be required to understand implementation enablers and barriers
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Are real-world patient-reported outcomes associated with survival in patients with advanced pancreatic cancer? J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.30_suppl.205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
205 Background: Advanced pancreatic cancer (APC) patients often have a substantial symptom burden. In Ontario, patients visiting cancer clinics routinely complete the Edmonton Symptom Assessment Scale (ESAS), which screens for 9 symptoms (scale: 0-10). Using ESAS, we explored the association between baseline patient-reported outcomes and overall survival (OS). Methods: APC Patients with ESAS records prior to receiving publicly-funded drugs from November 2008 to March 2016 were identified from Cancer Care Ontario’s New Drug Funding Program and Symptom Management databases. We examined 3 baseline composite ESAS scores: Total Symptom Distress Score (TSDS: all 9 symptoms), Physical Symptom Score (PHS: 6/9 symptoms), and Psychological Symptom Score (PSS: 2/9 symptoms); Composite scores greater than a threshold (defined as number of symptoms in composite score multiplied by clinically relevant score (≥4)) were categorized as High Symptom Burden (TSDS ≥ 36, PHS ≥ 24, PSS ≥ 8). The primary endpoint, OS, was assessed using Kaplan-Meier. Multivariable Cox models were used to adjust for age, gender, income, prior therapies (surgery, adjuvant gemcitabine, radiation), and Charlson's comorbidity. Analysis was repeated in a sub-cohort with identifiable ECOG status and stage. Results: We identified 2,199 APC patients (mean age 64 years, 55% male) with ESAS records prior to receiving gemcitabine (54%), FOLFIRINOX (40%) or gemcitabine/nab-paclitaxel (6%). Crude median survival was 4.5 and 7.3 months for patients with high and low TSDS burden, respectively (HR = 1.50, 95% CI: 1.36, 1.66). After adjustment with multivariable Cox model, high TSDS burden was associated with lower OS (HR = 1.47, 95% CI: 1.33, 1.63). Similar trends were observed for PHS and PSS. When adjusting for both PHS and PSS in a Cox model, only the effect of PHS remained significant. In the sub-cohort (n = 393), high TSDS burden (HR = 1.34, 95% CI: 1.04, 1.73) was associated with lower OS, after adjusting for ECOG and stage. Conclusions: Among APC patients, a higher burden of patient-reported symptoms, via ESAS, at baseline was associated with reduced OS. The effect was prominent for physical symptoms, even after adjusting for treatment, stage and ECOG.
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Abstract
103 Title: Impact Of Novel Chronic Lymphocytic Leukemia Drugs On Public Spending Background: Chronic lymphocytic leukemia (CLL) is a common hematologic malignancy that mainly affects the elderly. Over the past five years, the treatment pathway for CLL has dramatically changed with the emergence of multiple novel agents. In Ontario, Canada, the Ontario Drug Benefit (ODB) program and the New Drug Funding Program (NDFP) primarily provide public coverage for CLL drugs. Given advances in treatment, we evaluated utilization trends for publicly-funded CLL drugs over a five year period (fiscal years 2012/13 to 2016/17). Methods: Drugs with primary CLL indications funded under the two public funding programs (i.e., ODB and NDFP) by 16/17 were included (n = 6). Claims and costs data were obtained from the Institute for Clinical Evaluative Sciences and Cancer Care Ontario‘s datasets. Results: Over five years, expenditures on CLL drugs have increased approximately ten-fold (1000 percent), reaching nearly CAD 43 million (i.e., USD 32.8 million) in 16/17. In the front-line setting, spending on rituximab remained consistent over the five years. Spending on single agent bendamustine decreased with the introduction of obinutuzumab which became the main cost driver by 16/17. In the previously-treated CLL population, ibrutinib has dominated expenditures since it was funded in July 2015. By 16/17, ibrutinib accounted for approximately ninety eight percent of spending in the previously-treated population. Conclusions: In the past five years, public spending on CLL drugs increased rapidly and substantially with the introduction of four novel agents, and may continue to evolve as Canadian provinces consider funding additional indications or newer agents. These findings warrant exploring whether the incremental spending is providing survival benefit or improvement in patients’ quality of life in a real-world setting. Declaration of funding: None
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Assessing the difference in efficacy and effectiveness of cancer systemic treatment (tx): A comparison of clinical trial (CT) overall survival (OS) and toxicity data with population-based, real world (RW) OS data. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.6581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Comparative effectiveness and safety of the implementation of universal public funding of FOLFIRINOX (FFX) and gemcitabine (G) + nab-paclitaxel (GnP) in advanced pancreatic cancer (APC): A population-based study. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.4_suppl.375] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
375 Background: FFX has been universally publicly funded in Ontario, Canada, for metastatic pancreatic cancer (mPC) and unresectable locally advanced pancreatic cancer (uLAPC) since 11/2011 and 04/2015, respectively. GnP has been publicly funded for uLAPC and mPC (APC) since 04/2015. We examined the real world comparative effectiveness and safety of implementing funding of FFX and GnP for patients with APC. Methods: Patients with APC who received first-line FFX, GnP, or G from 01/2008-03/2016 were identified in CCO’s New Drug Funding Program database and divided into 3 periods: 01/2008-10/2011 (P1), 11/2011-03/2015 (P2), and 04/2015-03/2016 (P3). Data were linked with the Ontario Cancer Registry and others to ascertain demographics, comorbidities, and outcomes. Matching weights of propensity score to simultaneously compare three periods were generated using multinomial logistic regression. Crude and adjusted survival analyses were conducted to assess overall survival (OS) using Kaplan-Meier and weighted Cox regression methods.Weighted negative binomial models were used to estimate rate ratios (RR) for all-cause hospitalization (H) and ED visits. Results: We identified 3696 patients (1250 in P1, 1891 in P2, 555 in P3) (overall mean age 65, female 46%). In P2, 49% received FFX. In P3, 53% received FFX and 35% received GnP. Median OS was 5.7, 7.0, and 7.5 months for P1, P2, and P3, respectively. Median OS for FFX and GnP in mPC were 8.8 and 5.5 months, respectively. OS was improved in P2 vs. P1 (HR = 0.84, 0.78-0.90) and in P3 vs. P2 (HR = 0.82, 0.73-0.92). ED visits were similar compared P2 vs. P1 (RR=1.02, p = 0.75) and P3 vs. P2 (RR=1.04, p = 0.48), and H was reduced in P2 vs. P1 (RR = 0.86, p = 0.01), but similar in P3 vs. P2 (RR = 0.98, p = 0.78). H for febrile neutropenia (FN) was increased in P2 vs. P1 (RR = 2.18, p = 0.04) but not in P3 vs. P2 (RR = 1.32, p = 0.45). Conclusions: Implementation of universal public funding of FFX for mPC improved OS and reduced the rates H overall, but increased FN-related H. Funding of FFX for uLAPC and GnP for APC improved OS without increased in ER and H.
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Chemotherapy choice in advanced pancreatic cancer: What patient and disease factors influence prescription patterns? J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.4_suppl.327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
327 Background: FOLFIRINOX (FFX), gemcitabine+nab-paclitaxel (GnP) and gemcitabine monotherapy (Gem)) are universally funded as first-line chemotherapy regimens for advanced pancreatic cancer (APC) in Ontario, Canada. However, there is scarce real-world data on factors that may influence choice of chemotherapy regimens in APC. Methods: Patients who received first-line chemotherapy for APC between April 2015-March 2016 in Ontario were identified from CCO’s New Drug Funding Program database and linked to the Ontario Cancer Registry and other provincial databases to ascertain baseline factors. Multinomial logistic regressions were used to examine the associations between the prescribed chemotherapy regimen and baseline factors. Results: 546 patients were identified, with a mean age of 65 and 43.6% female. 9.9% and 9.7% had received adjuvant gemcitabine and radiation treatment respectively. 17.6% had previous pancreatic resection. 68.3% had zero Charlson score and 30.6% had ECOG performance status (PS) of 0. 72.7% had metastatic disease. The majority of the patients received FFX (52.4%) compared to GnP (35.7%) and Gem (11.9%). Age and ECOG PS were strongly associated with choice of chemotherapy regimens. (See Table) Conclusions: In Ontario, increased patient age and worse ECOG PS are strongly associated with choice of Gem compared to GnP and FFX. Previous treatments and stage of disease also impact chemotherapy choice. Understanding how providers choose chemotherapy in APC aids in comprehending our practices. Odds ratio (OR) and p value from multinomial logistic regressions. [Table: see text]
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Clinical trials in Ontario’s quality-based funding model. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.8_suppl.186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
186 Background: Clinical trials (CTs) are a key component of a quality cancer care system. When funding for systemic therapy services in Ontario transitioned in 2014 from a one-time payment for new cases to bundled payments for specific care activities (consultation, therapy, well follow-up, supportive care), a policy was developed to address public funding for systemic therapy in CTs. Methods: Treatment facilities receive funding from the Systemic Treatment-Quality Based Program (ST-QBP) for treatment with evidence-informed regimens inclusive of inexpensive drug, preparation and delivery costs. Under the new CT policy, randomized CTs with a standard of care comparator arm receive funding for all arms of the trial from the ST-QBP for older inexpensive drugs and all treatment administration costs at the band level for the disease type and stage. Non-randomized CTs are funded at the level of best supportive care or other appropriate band level. CT costs over and above the standard of care must be negotiated with industry sponsors. New and expensive drugs in CTs may be funded through separate provincial drug reimbursement programs if used according to publicly approved funding indications. Weekly joint reviews of new CT submissions by staff of the ST-QBP and drug reimbursement programs ensures timely communication to investigators concerning policy alignment and public funding and addresses potential concerns with regard to downstream access to expensive drugs. Results: As of January 29, 2016, 121 CT applications have been assessed (Phase 0 = 1, Phase I = 26, Phase II = 31, Phase III = 39, Phase IV = 1 and Multi-Phase = 23). Almost all CTs are aligned with the new policy and were assessed in a timely fashion. Assessments are posted on Cancer Care Ontario’s website within 1 week of review to allow all Ontario investigators access to this information. Conclusions: A clear CT funding policy and timely reviews support patient and investigator access to new and innovative therapies within an evidence-informed public funding model in Ontario, Canada. [Table: see text]
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Outcomes of FOLFIRINOX (FFX) and gemcitabine+nab-paclitaxel (GnP) in initially unresectable locally advanced pancreatic cancer (uLAPC): A population-based study. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.4_suppl.394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
394 Background: Data regarding the benefits of FFX and GnP in patients (pts) with initially uLAPC is limited. FFX and GnP have been universally publicly funded for first-line uLAPC in Ontario, Canada, since April 2015. The aims of this study are to determine (1) the overall survival (OS) of pts receiving FFX and GnP, (2) the surgical conversion rate of FFX and GnP, and (3) whether resection is associated with better OS in pts with uLAPC in an unselected, real world population. Methods: All pts in Ontario who started first-line FFX, GnP or gemcitabine (G) for uLAPC between April 2015 and March 2016 were identified in Cancer Care Ontario’s New Drug Funding Program database. They were linked to the Ontario Cancer Registry and other population-based databases to ascertain baseline characteristics (age, sex, performance status (PS), locating of tumor, income quintile, and rural residence) and outcomes (pancreatic cancer resection and vital status). Crude and adjusted models of OS were generated using Kaplan-Meier the method and Cox regression. Surgical resection was modelled as a time-dependent variable to examine its association with OS. Results: We identified 147 pts with uLAPC (mean age = 65, 44% female, 31% ECOG PS 0, 61% PS 1, 60% pancreatic head). Ninety (61.2%), 40 (27.2%) and 17 (11.6%) patients were treated with FFX, GnP and G, respectively. With a median follow-up of 7.5 months, median OS was not reached. The 6-month OS rate was 87.8%, 75.1% and 76.4% for FFX, GnP and G, respectively (p = 0.33). Resection occurred in 12 (8.2%) patients, with 10 (11.1%) and 2 (5.0%) treated with FFX and GnP, respectively ( p= 0.34). Surgical resection after initial chemotherapy was not associated with better OS in multivariable analysis (HR 0.26, 95%CI 0.03-1.98, p= 0.19). Conclusions: Pts with uLAPC treated with FFX and GnP appeared to have a reasonable OS in the real world, with > 75% of pts alive at 6 months. Surgical conversion rate in this unselected population appeared to be less than other single institutional studies. The current findings do not appear to show an early surgical benefit, but longer follow-up will be required to assess the potential long-term benefit of surgery.
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Long-term cardiovascular outcomes and overall survival of early-stage breast cancer patients with early discontinuation of trastuzumab. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.10093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Abstract
38 Background: One of the challenges facing Ontario relates to managing the rising costs of cancer drug treatments. The annual growth rate of cancer drug spending has increased by 10-20% since 2010, exceeding other therapeutic categories and is expected to continue to grow significantly faster than expenditures in other areas. Paradoxically, the price of a drug seems to have little relation to its demonstrated efficacy ( http://www.asco.org/practice-research/cancer-care-america-2015/focus-cost ). The Cancer Quality Council of Ontario (CQCO) and Cancer Care Ontario (CCO) embarked on a journey to systematically address this challenge. Methods: The CQCO and CCO focused on identifying and reviewing the critical success factors of a sustainable drug reimbursement program with international, pan-Canadian and internal input. Recognizing that drug funding sustainability is a challenge faced by health systems worldwide, the scope of this work was broadened from a provincial focus to one that was relevant across the Canadian context. Results: Ultimately, this work resulted in CQCO providing a core set of recommendations for CCO that may also be relevant to other reimbursement programs, in order to maximize the effectiveness of cancer drug use and support overall system sustainability in a patient-centred way. The recommendations to address drug funding sustainability included: (1) Transparency in drug funding decisions; (2) development of process to incorporate current best evidence to support system sustainability; (3) development of a consistent approach to gathering and analyzing real world evidence (RWE); (4) development of a consistent process for disinvestment and renegotiation of prices with buy-in from public, patients and clinicians; (5) development of a provincial process to maximize harmonization in cancer drug funding coverage decisions; (6) refinement of the algorithm and priority setting for review of drug submissions; and (7) incorporating RWE into funding decisions and downstream re-evaluation. Conclusions: CCO is determining an action plan based on the above recommendations and developing partnerships to support successful implementation to improve sustainability in regards to cancer drug funding.
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Abstract
Is it ethical to market complementary and alternative medicines? Complementary and alternative medicines (CAM) are medical products and services outside the mainstream of medical practice. But they are not just medicines (or supposed medicines) offered and provided for the prevention and treatment of illness. They are also products and services - things offered for sale in the marketplace. Most discussion of the ethics of CAM has focused on bioethical issues - issues having to do with therapeutic value, and the relationship between patients and those purveyors of CAM. This article aims instead to consider CAM from the perspective of commercial ethics. That is, we consider the ethics not of prescribing or administering CAM (activities most closely associated with health professionals) but the ethics of selling CAM.
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Systemic treatment patterns in small bowel and appendiceal adenocarcinomas (SBA and AA): A population-based study. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.4_suppl.242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
242 Background: There is uncertainty regarding the optimal systemic treatment for patients with SBA and AA due to the limited available evidence for these uncommon malignancies and conflicting recommendations in existing guidelines. However, on the basis of biologic similarities between SBA, AA and colorectal cancer (CRC), common practice is to use the same systemic therapies as for CRC. We compared the utilization of chemotherapeutic agents for SBA and AA to that of CRC patients in Ontario, Canada. Methods: The provincial tumour registry in Ontario, Canada was used to identify patients diagnosed with SBA, AA or CRC from 2010-2014. Subsequent chemotherapy utilization and costs were captured from single-payer government administrative databases. We studied the use of oxaliplatin, irinotecan, capecitabine, bevacizumab, cetuximab, panitumumab, and raltitrexed, which are funded for CRC treatment. Patients were excluded if they had multiple primary cancer sites, morphology codes inconsistent with adenocarcinomas, or missing identification data. Statistical analyses were used to report and test patterns of utilization and average costs per patient. Results: Our cohort consisted of 30,946 patients over a 5-year period. On average, 160 and 80 patients were diagnosed annually in Ontario with SBA and AA, respectively, together representing less than 4% of the total diagnoses each year. Among SBA and AA patients, 30-40% initiated therapy with the selected systemic therapies, similar to the proportion in CRC. SBA and AA patients were less likely to receive adjuvant oxaliplatin (SBA 9%, AA 13%) compared to CRC (18%) patients, but more likely to use first and second-line oxaliplatin or irinotecan for metastatic disease. Bevacizumab was added to first-line therapy for SBA and AA patients in fewer cases than CRC (SBA 29%, 45% AA, 72% CRC). Third-line EGFR inhibitors panitumumab and cetuximab were used infrequently in all groups ( < 2% of those diagnosed). Average per patient costs were similar across disease sites (p > 0.05). Conclusions: On a population level, SBA and AA patients appear to be managed similarly to CRC patients and at similar cost. Future research will evaluate survival outcomes.
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Association of hospital and physician case volumes with cardiac monitoring and cardiotoxicity during adjuvant trastuzumab treatment for breast cancer: a retrospective cohort study. CMAJ Open 2016; 4:E66-72. [PMID: 27280116 PMCID: PMC4866921 DOI: 10.9778/cmajo.20150033] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Adjuvant trastuzumab is the standard of care for patients with HER2 overexpressing breast cancer, but use of trastuzumab may lead to cardiotoxicity. Our goal was to evaluate the relationship between hospital and physician case volume and cardiac outcomes in this population. METHODS In this retrospective cohort study, we identified all female patients in Ontario with a breast cancer diagnosis in 2003-2009 who underwent treatment with trastuzumab through a provincial drug-funding program and linked these patients to administrative databases to ascertain patient demographics, treating hospital and physician characteristics, admissions to hospital, cardiac risk factors, cardiac imaging and comorbidities. Insufficient cardiac monitoring was defined as per the Canadian Trastuzumab Working Group guideline. Cardiotoxicity was defined as receiving fewer than 16 of 18 doses of trastuzumab because of heart failure admission, heart failure diagnosis or discontinuation of the drug after cardiac imaging. We constructed hierarchical multivariable logistic regression models to evaluate the effect of annual hospital volume, cumulative physician volume and treatment period on cardiac monitoring and cardiotoxicity. RESULTS Of 3777 women treated by 214 oncologists at 68 hospitals, 918 (24.3%) had insufficient cardiac monitoring and cardiotoxicity developed in 640 (16.9%). Cardiotoxicity occurred in 389 (42.4%) and 251 (8.8%) patients in the insufficient- and sufficient-monitoring groups, respectively. Higher annual hospital and cumulative physician volumes, and more recent calendar period, were all independent predictors for decreased cardiotoxicity. Adjustment for rates of cardiac monitoring annulled the relationships between case volume and cardiotoxicity. INTERPRETATION Greater hospital and physician case volumes are associated with reduced rates of trastuzumab-related cardiotoxicity, most likely because of better cardiac monitoring at higher volume centres.
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The Temporal Risk of Heart Failure Associated With Adjuvant Trastuzumab in Breast Cancer Patients: A Population Study. J Natl Cancer Inst 2015; 108:djv301. [PMID: 26476433 DOI: 10.1093/jnci/djv301] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 09/24/2015] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The late cardiac effect of adjuvant trastuzumab and its potential interaction with anthracycline have not been well-studied on a population level. METHODS In this retrospective population-based cohort study, female breast cancer patients in Ontario, diagnosed between 2003 and 2009, were identified by the Ontario Cancer Registry and linked to administrative databases to ascertain demographics, cardiac risk factors, comorbidities, and use of adjuvant trastuzumab and other chemotherapy. Patients with pre-existing heart failure (HF) were excluded. The main endpoint was new diagnosis of HF. Analyses included Kaplan-Meier (KM) survival analysis, multivariable piecewise Cox regression, and competing risk and propensity score analyses. All statistical tests were two-sided. RESULTS Nineteen thousand seventy-four women with breast cancer treated with adjuvant chemotherapy were identified, of whom 3371 (17.7%) also received adjuvant trastuzumab. Anthracycline use was 84.9% overall. After a median follow-up of 5.9 years, patients treated with trastuzumab and chemotherapy were more likely to develop HF than patients on chemotherapy alone (5-year cumulative incidences of 5.2% vs 2.5%; log-rank P < .001). After adjusting for confounders, adjuvant trastuzumab remained independently associated with incident HF in the first 1.5 years (HR = 5.77, 95% CI = 4.38 to 7.62, P < .001), but not thereafter (HR = 0.87, 95% CI = 0.57 to 1.33, P = .53). Anthracycline use did not increase the risk of HF with trastuzumab synergistically, neither within (P interaction = .92) nor beyond 1.5 years (P interaction = .23). CONCLUSION Adjuvant trastuzumab was associated with increased risk of new incidence of HF in breast cancer survivors during the period of adjuvant treatment but not thereafter. Routine intensive monitoring may not be necessary after completing adjuvant therapy.
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Abstract
46 Background: The delivery of systemic cancer therapy has expanded from primarily intravenous (IV) treatment, delivered in cancer centres, to include significant use of take-home cancer therapies (THCT) (e.g., oral medications). An industry pipeline survey suggests half of new cancer drugs are expect to be THCT. While IV treatments administered in hospitals are publicly funded for Ontario residents, public funding of THCT is dependent on age, socioeconomic status, and other factors. The delivery of these therapies may also take place outside the cancer centre. While the lack of universal funding is cited as a significant barrier to access, the growing use of THCT has introduced other system delivery questions. Cancer Care Ontario recently hosted a “Think Tank” to inform public policy recommendations for system change to enhance the delivery of THCT in the province. Methods: The day was highly interactive with health professionals and patient participants, and was structured around a case study of a patient receiving both IV and THCT. Approaches taken with THCT in other Canadian provinces were examined. Participants used a multi-dimensional framework (safety and quality; reimbursement and distribution; data and information) to develop recommendations across pre-defined “checkpoints” in the patient’s treatment journey. Pre-assigned groupings of participants with common professional/patient backgrounds developed recommendations that were subsequently prioritized by reassigned multidisciplinary groups. Results: Over 80 stakeholders developed and prioritized more than 180 recommendations. Major themes included education, technology levers, and drug access model reform. This advice will inform system planning and next steps in defining opportunities for system change. The majority of participants (84%) felt the event broadened their understanding of THCT delivery issues. Conclusions: The strategic design of the “Think Tank” facilitated the development of robust recommendations for improving the delivery and reimbursement of THCT. These recommendations, along with the lessons learned from other provinces, will provide the foundation for potential policy and system changes to enhance the quality of THCT delivery in Ontario.
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Automating a program for the evidence-based reimbursement of oncology drugs across a complex network: Benefits and challenges. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.30_suppl.39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
39 Background: Ontario hospitals are reimbursed for IV chemotherapy through Cancer Care Ontario’s (CCO) New Drug Funding Program (NDFP). By 2009, 54 indications (annual budget $195MM) were managed through largely paper based processes. A new web based system (eClaims) was developed focusing on clinic workflow and integration to chemotherapy ordering systems. Interfaces were developed for CCO’s OPIS and commercial systems (HL7v3). eClaims provides users with clinical best practice, pre-approval, immediate adjudication and simple means of tracking outstanding claims. The benefits and challenges are described. Methods: Evaluation used several strategies: debriefs after each deployment; post-go live user surveys and lessons learned workshops. Results: eClaims was deployed in 80 hospitals over two years. At most sites (50/80) treatment data flows from CPOE systems to eClaims in near real time. Over 50% of claims are machine adjudicated. Newly approved indications can be posted within hours. The main learnings during the deployment process were the need to understand and adjust for hospital specific factors and the unique business relationships among clusters of hospitals. Survey responses were received at a 19% response rate. The later deployment groups reported greater satisfaction than earlier adopters with more positive responses in all categories. Workshop key theme was the need to match complex clinical workflows with design/build processes. Secondly, evaluation of historical data before migration is necessary. Conclusions: Introducing an application into complex, varied clinical workflows is difficult. The phased approach to deployment and evaluation worked, allowing for increasingly smooth go lives. Future work revolves around balancing user needs through eClaims modifications vs simplifying clinical processes to make the tool more usable.
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Real world costs and cost-effectiveness of Rituximab for diffuse large B-cell lymphoma patients: a population-based analysis. BMC Cancer 2014; 14:586. [PMID: 25117912 PMCID: PMC4148552 DOI: 10.1186/1471-2407-14-586] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2013] [Accepted: 07/31/2014] [Indexed: 12/05/2022] Open
Abstract
Background Current treatment of diffuse-large-B-cell lymphoma (DLBCL) includes rituximab, an expensive drug, combined with cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP) chemotherapy. Economic models have predicted rituximab plus CHOP (RCHOP) to be a cost-effective alternative to CHOP alone as first-line treatment of DLBCL, but it remains unclear what its real-world costs and cost-effectiveness are in routine clinical practice. Methods We performed a population-based retrospective cohort study from 1997 to 2007, using linked administrative databases in Ontario, Canada, to evaluate the costs and cost-effectiveness of RCHOP compared to CHOP alone. A historical control cohort (n = 1,099) with DLBCL who received CHOP before rituximab approval was hard-matched on age and treatment intensity and then propensity-score matched on sex, comorbidity, and histology to 1,099 RCHOP patients. All costs and outcomes were adjusted for censoring using the inverse probability weighting method. The main outcome measure was incremental cost per life-year gained (LYG). Results Rituximab was associated with a life expectancy increase of 3.2 months over 5 years at an additional cost of $16,298, corresponding to an incremental cost-effectiveness ratio of $61,984 (95% CI $34,087‒$135,890) per LYG. The probability of being cost-effective was 90% if the willingness-to-pay threshold was $100,000/LYG. The cost-effectiveness ratio was most favourable for patients less than 60 years old ($31,800/LYG) but increased to $80,600/LYG for patients 60–79 years old and $110,100/LYG for patients ≥80 years old. We found that post-market survival benefits of rituximab are similar to or lower than those reported in clinical trials, while the costs, incremental costs and cost-effectiveness ratios are higher than in published economic models and differ by age. Conclusions Our results showed that the addition of rituximab to standard CHOP chemotherapy was associated with improvement in survival but at a higher cost, and was potentially cost-effective by standard thresholds for patients <60 years old. However, cost-effectiveness decreased significantly with age, suggesting that rituximab may be not as economically attractive in the very elderly on average. This has important clinical implications regarding age-related use and funding decisions on this drug. Electronic supplementary material The online version of this article (doi:10.1186/1471-2407-14-586) contains supplementary material, which is available to authorized users.
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Utilization of adjuvant trastuzumab for T1a,b N0 HER2+ breast cancer in Ontario. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.e11569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Long-term risk of heart failure associated with adjuvant trastuzumab in breast cancer patients. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.9504] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Managing chemotherapy drug shortages in Ontario. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.31_suppl.192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
192 Background: Chemotherapy drug shortages are common and unpredictable. The causes are multifactorial and the negative effects on patients and practitioners have been well described. In an effort to mitigate the impact of this problem, Cancer Care Ontario (CCO) has developed a coordinated approach to the management of chemotherapy drug shortages. Tactics have included a system level strategy to promote communication through a virtual collaborative workspace for providers to network and share management strategies and inventory, where feasible. Disease site experts have also developed clinical guidance for the management of specific drug shortages which have then supported public funding decisions that enabled the use of substitute chemotherapy agents in a number of instances. Methods: The impact and management of a recent shortage of liposomal doxorubicin (LD), a publically funded drug for patients with platinum refractory ovarian cancer is described for both new chemotherapy starts and for prevalent LD treated cases. Expert clinical guidance supported a funding policy amendment so patients already on treatment could switch to a recognized substitute drug, topotecan (TT). This also became the preferred funded option for new platinum refractory patients. Results: LD was in short supply between August 2011 and December 2012. In the quarter prior to shortage, 83 new platinum refractory patients started on LD and 1 on TT. During that time, the average number of monthly prevalent LD and TT treated cases was 80 and 4 respectively. For the first quarter post shortage, 20 new patients started on LD and 34 patients started on TT. The average monthly prevalent treated cases were 49 and 21 respectively. Funding for the switch from LD to TT was requested in only 7 cases. Therefore, the total number of new and prevalent treated cases on either preferred therapy dropped post LD shortage. This decline worsened with each subsequent quarter and immediately returned to baseline when the shortage resolved. Drug procurement costs were lower during the period of shortage. Conclusions: Drug shortages have a significant impact on patients and providers. Even when appropriate substitutes are available, quality of care may be affected.
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Impact of physician and center case volume on the adequacy of cardiac monitoring during adjuvant trastuzumab in breast cancer. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.26_suppl.128] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
128 Background: A recent study suggests that cardiotoxicity from adjuvant trastuzumab (T-mab) is associated with inadequate cardiac monitoring (Ng et al. SABCS 2012). Few studies have examined the impact of centre or physician (MD) case volume (vol) on the quality of care in systemic therapy, including the adequacy of cardiac monitoring during T-mab treatment. Methods: All breast cancer patients treated with adjuvant T-mab in Ontario between 2003-2009 were identified through a provincial drug funding program. Patient demographics, hospitalizations, cardiac risk factors, cardiac imaging, comorbidities, treatment centres and MDs were ascertained. Annual case vol was calculated as the number of patients treated per year with adjuvant T-mab by each MD and centre. Cumulative case vol was calculated as the total number of patients treated with adjuvant T-mab. Centre and MD vol were divided into terciles (T1, T2 and T3) by the year of diagnosis. Inadequate cardiac monitoring was defined as per recent guidelines and per Ng et al. Hierarchical multivariable logistic regression models were constructed to examine factors associated with inadequate cardiac monitoring. Results: Our cohort consisted of 3,777 patients, 214 MDs and 68 centres. Of the total patients, 16.5% were over age 65; 30.3%, 9.4%, and 1.2% had previous diagnoses of hypertension, diabetes, and heart failure (HF), respectively; 24.3% did not receive adequate cardiac monitoring. Inadequate cardiac monitoring was associated with lower cumulative MD vol (T1: 27.9%, T2: 23.3%, T3: 20.8%, p < 0.0001) and lower annual centre vol (T1: 32.5%, T2: 19.7%, T3: 20.7%, p < 0.0001) in univariate analyses, and remained significant after adjusting for age, comorbidities, previous HF, socioeconomic status based on income, rural residence and calendar period. After adjusting for patient clustering at the MD, centre, and regional levels, lower cumulative MD vol (p=0.012), but not annual centre vol, remained a significant predictor for inadequate cardiac monitoring. Conclusions: Our findings suggest improved cardiac monitoring with greater MD experience, supporting the notion of centralization of systemic therapy to high vol MDs to optimize outcomes.
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International variability in the reimbursement of cancer drugs by publically funded drug programs. Curr Oncol 2012; 19:e165-76. [PMID: 22670106 PMCID: PMC3364777 DOI: 10.3747/co.19.946] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
PURPOSE Evaluate inter-country variability in the reimbursement of publically funded cancer drugs, and identify factors such as cost containment measures that may contribute to variability. METHODS As of February 28, 2010, licensed indications for 10 cancer drugs (bevacizumab, bortezomib, cetuximab, erlotinib, imatinib, pemetrexed, rituximab, sorafenib, sunitinib, and trastuzumab) were obtained from the drug registries of 6 licensing authorities corresponding to 13 countries or regions: Australia, Canada (Ontario), England, Finland, France, Italy, Germany, Japan, New Zealand, the Netherlands, Scotland, Sweden, and the United States (Medicare Parts B and D). Number of licensed indications reimbursed by public payers and the use of cost containment measures were obtained by survey of health authorities involved in reimbursement and through public documents. RESULTS The 48 identified licensed indications varied between agencies (range: 36-44 indications). Finland, France, Germany, Sweden, and the United States reimbursed the highest percentage of indications (range: 90%-100%). Canada (54%), Australia (46%), Scotland (40%), England (38%), and New Zealand (25%) reimbursed the least. All 5 countries with the lowest rate of reimbursement incorporated a cost-effectiveness analysis into reimbursement decisions and rejected submissions for reimbursement mainly because of lack of cost effectiveness; in New Zealand, lack of cost effectiveness was the second leading cause of rejection after excessive cost. In 9 countries, risk-sharing agreements were used to contain costs. Indications initially not recommended for reimbursement (9 in Australia, 5 in Canada, and 3 in England, New Zealand, and Scotland) were subsequently approved with risk-sharing agreements or special pricing arrangements. CONCLUSIONS Reimbursement of publically funded cancer drugs varies globally. The cause is multifactorial.
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Proceedings from a symposium of the Canadian Association of Population Therapeutics--2010 annual conference. JOURNAL OF POPULATION THERAPEUTICS AND CLINICAL PHARMACOLOGY = JOURNAL DE LA THERAPEUTIQUE DES POPULATIONS ET DE LA PHARMACOLOGIE CLINIQUE 2011; 18:e219-e230. [PMID: 21576731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
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Global variations in reimbursement of new cancer therapeutics: Improving access through risk-sharing agreements. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.6050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Abstract
It's the not-so-distant future. A new patient tells you that he's been reading reviews of your pharmacy online. He suffers from a chronic disease and your pharmacy's specialty services were recommended in an article by a local blogger. Later that day, while you're talking with a new mom about the safety of routine immunizations for her children, she references Facebook, YouTube and something she calls “mommy blogs” when discussing concerns over autism and seizure disorders. After work, you're introduced to a local physician at the gym who has just opened a new practice. You ask for her business card, and she replies, “I'm on LinkedIn.” That night, the local news reports the results of a huge research trial. Anticipating phone calls and questions when you get to work tomorrow morning, you wonder where you can quickly find some of the experts' thoughts on this new data. Welcome to Pharmacy 2.0.
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Trends in trastuzumab utilization in Ontario: A single payer system. J Clin Oncol 2008. [DOI: 10.1200/jco.2008.26.15_suppl.11534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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