PMCID: 9727367 (link)
Year: 2022
Reviewer Paper ID: 12
Project Paper ID: 43
Q1 - Title(show question description)
Explanation: The title of the study clearly identifies it as an economic evaluation by asking if trastuzumab offers good value for money. It specifies the interventions being compared, which are the addition of trastuzumab to standard chemotherapy for breast cancer patients with metastasis in Indonesia.
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"Does Trastuzumab Offer Good Value for Money for Breast Cancer Patients with Metastasis in Indonesia?"
Q2 - Abstract(show question description)
Explanation: The abstract provides a structured summary that includes crucial elements: it sets the context by describing the prevalence of breast cancer in Indonesia and the purpose of evaluating trastuzumab's cost-effectiveness. Key methods are mentioned, such as the use of a Markov model for economic evaluation and sources of data. The results highlight costs and effectiveness outcomes, and conclusions are made about cost-effectiveness and budget impact.
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Objective: This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.
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Methods: We performed a Markov model-based economic evaluation to assess cost-effectiveness, cost-utility, and budget impact.
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Result: From a healthcare provider's perspective, the total costs for the combined group were USD 14,516, while chemotherapy alone cost USD 7,489. While the cost-effectiveness analysis showed that the combination group had a higher total cost by USD 7,027, PFS was longer in the chemotherapy alone group, with a difference of 2.2 months. The ICER was USD 17,307 for every QALY gained.
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Conclusion: In conclusion, this economic evaluation suggests that the addition of trastuzumab to standard chemotherapy is not cost-effective in terms of PFS and OS compared with chemotherapy alone.
Q3 - Background and objectives(show question description)
Explanation: The introduction provides the necessary context for the study by discussing the prevalence of breast cancer in Indonesia and the current challenges related to trastuzumab, setting up the study's focus on cost-effectiveness. It highlights the practical relevance for decision-making by mentioning issues like drug accessibility, cost, and the significance of context-specific economic evaluations for policy makers.
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"Breast cancer currently ranks first as the most common cancer worldwide, even surpassing lung cancer (World Health Organization, 2020)."
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"Assessing the cost-effectiveness of trastuzumab according to country context is necessary for policy makers to inform about health financing decisions."
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"The Government of Indonesia need to define its priorities for the allocation of funding resources to advanced cancer drugs such as trastuzumab."
Q4 - Health economic analysis plan(show question description)
Explanation: The manuscript does not mention the development of a specific health economic analysis plan or provide information about its availability. The methods section describes the general economic evaluation approach but does not discuss a structured analysis plan.
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"The economic evaluation comparing trastuzumab and chemotherapy to chemotherapy alone was designed to assess cost-effectiveness, cost-utility, and budget impact."
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"A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients."
Q5 - Study population(show question description)
Explanation: The characteristics of the study population are described in the manuscript, particularly in the methods section, where it mentions the use of real-world data from a cohort of HER2-positive metastatic breast cancer patients in Indonesia.
Quotes:
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A total of 120 patients were included in this study, consisting of 58 patients who received chemotherapy alone and 62 patients who received a combination of trastuzumab and chemotherapy.
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The subjects were recruited from four type A hospital located in different regions, namely Java, Bali, and Kalimantan.
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We used real-world data in the cost-effectiveness analysis.
Q6 - Setting and location(show question description)
Explanation: The manuscript provides relevant contextual information, including the setting and location, which is Indonesia. This context is significant as it influences the study's findings related to the cost-effectiveness of trastuzumab in a specific healthcare environment where the economic and healthcare conditions may differ markedly from high-income countries.
Quotes:
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This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.
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The Government of Indonesia need to define its priorities for the allocation of funding resources to advanced cancer drugs such as trastuzumab.
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Our study indicates that adding trastuzumab to standard chemotherapy for patients with metastatic breast cancer is not cost-effective in Indonesia in terms of PFS, OS, and QALY.
Q7 - Comparators(show question description)
Explanation: The manuscript provides a clear description of the interventions being compared, which are the addition of trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients. It also explains the rationale for selecting these interventions, focusing on evaluating the cost-effectiveness and budget impacts of including trastuzumab.
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'This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.'
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'Therefore, this study was performed in order to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy treatment versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.'
Q8 - Perspective(show question description)
Explanation: The study adopted multiple perspectives including the healthcare provider's perspective and the societal perspective. The healthcare provider's perspective was chosen to focus on direct medical costs, while the societal perspective was adopted to include both utility assessments and broader economic impacts involving costs from a societal viewpoint.
Quotes:
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'From a healthcare provider's perspective, the total costs for the combined group were USD 14,516, while chemotherapy alone cost USD 7,489.'
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'Given that our research was from the perspective of healthcare providers (i.e., hospitals), we only included direct medical costs.'
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'A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients... Using societal perspective.'
Q9 - Time horizon(show question description)
Explanation: The manuscript specifies a 5-year time horizon for the budget impact analysis from a payer's perspective, which is appropriate for evaluating the financial consequences of introducing a new treatment over a more extended period and provides a clearer picture of sustainability and affordability.
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"The total cost of adding trastuzumab over a 5-year period was USD 589 million."
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"We estimated the budget impact for a period of 5 years from a payer's perspective."]}**}**}**}***}*{}**{}**
Q10 - Discount rate(show question description)
Explanation: The discount rate used in the study was 3%, as indicated in the methods section. The rationale for this choice is not explicitly stated, but the use of a 3% discount rate is a common standard in economic evaluations to account for the time preference of costs and benefits.
Quotes:
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A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients... The discount rate applied in this study was 3%.
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The input parameters consisted of transitional probabilities based on the natural course of metastatic breast cancer, clinical effectiveness, cost utility, and discount rate. Data for transitional probabilities were obtained from literature reviews, cost and utility data were derived from primary data, and a 3% discount rate was applied.
Q11 - Selection of outcomes(show question description)
Explanation: The manuscript details the outcomes used as measures of benefit and harm in the study, specifically highlighting progression-free survival (PFS), overall survival (OS), and quality-adjusted life years (QALYs). These outcomes were used to assess the impact of adding trastuzumab to chemotherapy for HER2-positive breast cancer patients.
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Clinical effectiveness data... were represented through progression free survival, overall survival, and quality-adjusted life years (QALYs).
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The clinical outcomes were represented by progression free survival (PFS) and overall survival (OS).
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The incremental cost-effectiveness ratio (ICER) is calculated by dividing the incremental costs by the incremental health outcomes, expressed in clinical outcomes and quality-adjusted life years (QALYs).
Q12 - Measurement of outcomes(show question description)
Explanation: The manuscript details the measurement of outcomes like progression-free survival (PFS), overall survival (OS), and quality-adjusted life years (QALYs) to capture the benefits and harms of treatments. The study uses clinical effectiveness data, including these measures, obtained from systematic reviews and real-world data to assess cost-effectiveness and utility.
Quotes:
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"Clinical effectiveness data, on the other hand, were obtained from systematic reviews and real-world data and represented through progression free survival, overall survival, and quality-adjusted life years (QALYs)."
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"We performed a Markov model-based economic evaluation to assess cost-effectiveness, cost-utility, and budget impact. Utility data, direct medical costs, and indirect costs were obtained primarily from interviewing patients."
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"The primary outcome of the cost-effectiveness analysis is the incremental cost-effectiveness ratio (ICER), which is calculated by dividing the incremental costs by the incremental health outcomes, expressed in clinical outcomes and quality-adjusted life years (QALYs)."
Q13 - Valuation of outcomes(show question description)
Explanation: The manuscript describes that the study population consisted of HER2-positive metastatic breast cancer patients in Indonesia, and a Markov model-based economic evaluation was used to measure and value outcomes, assessing cost-effectiveness, cost-utility, and budget impact through ICER and QALYs.
Quotes:
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"This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia."
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"We performed a Markov model-based economic evaluation to assess cost-effectiveness, cost-utility, and budget impact."
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"The primary outcome of the cost-effectiveness analysis is the incremental cost-effectiveness ratio (ICER), which is calculated by dividing the incremental costs by the incremental health outcomes, expressed in clinical outcomes and quality-adjusted life years (QALYs). The clinical outcomes were represented by progression free survival (PFS) and overall survival (OS)."
Q14 - Measurement and valuation of resources and costs(show question description)
Explanation: The manuscript provides detailed information on how costs were valued in the study. Direct medical costs were obtained from primary data, including patient billing details, while direct non-medical and indirect costs were derived from patient and caregiver interviews. Furthermore, these costs were expressed in Indonesian rupiahs based on the 2018 exchange rate.
Quotes:
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'Direct medical costs were collected from primary data, i.e., patients' billing details in outpatient and inpatient units.'
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'Direct non-medical costs were derived from interview results with patients and/or caregivers. Direct non-medical costs consisted of transportation costs, meal costs, accommodation costs, and caregivers' costs.'
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'The indirect costs calculated for this study included costs associated with loss of productivity among patients and their caregivers.'
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'All costs were calculated in Indonesian rupiahs in 2018 (1 USD = 14,481 IDR)."
Q15 - Currency, price, date, and conversion(show question description)
Explanation: The manuscript states that all costs were calculated in Indonesian rupiahs in 2018, but it does not mention any specific resource quantity estimation dates or the currency and year of conversion aside from translating the final figures into USD.
Quotes:
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"All costs were calculated in Indonesian rupiahs in 2018 (1 USD = 14,481 IDR)."
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"Direct medical costs were collected from primary data, i.e., patients' billing details in outpatient and inpatient units."
Q16 - Rationale and description of model(show question description)
Explanation: The manuscript provides detailed information about the Markov model, including its structure, purposes such as cost-utility and budget impact assessment, cycle length, and parameters like transitional probabilities, clinical effectiveness, and utility data. Additionally, it describes the rationale for using the model to assess the cost-effectiveness of trastuzumab in the Indonesian context.
Quotes:
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"A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients. The model incorporated three health states, namely stable metastatic disease, progressive metastatic disease, and death."
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"We modelled the lifetime costs and consequences of treating a cohort of patients with metastatic breast cancer starting at the age of 40 years using societal perspective."]} 좋은 예시들 {
Q17 - Analytics and assumptions(show question description)
Explanation: The methods section of the manuscript details several statistical and modeling approaches used for data analysis, transformation, and validation. A Markov model was constructed to evaluate cost-utility, transition probabilities were used, and sensitivity analyses were performed to test model robustness.
Quotes:
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"A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients."
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"In order to assess the robustness of the model, one-way sensitivity and probabilistic sensitivity analyses were performed."
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"The probabilistic sensitivity analysis was performed with 1,000 iterations and a threshold of three times the gross domestic product (GDP) per capita."
Q18 - Characterizing heterogeneity(show question description)
Explanation: The manuscript does not describe any methods used specifically for subgroup analysis or estimation of results variation for different sub-groups. Instead, it focuses on broad-based cost-effectiveness evaluations and sensitivity analyses.
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"Sensitivity analysis...one-way sensitivity and probabilistic sensitivity analyses were performed."
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"The variables tested in the one-way sensitivity analysis included cost, clinical effectiveness, and discount rate."
Q19 - Characterizing distributional effects(show question description)
Explanation: The manuscript does not provide detailed information on how impacts were distributed among different individuals or any specific adjustments made to reflect priority populations. Instead, the focus is on the overall cost-effectiveness and budget impact of trastuzumab without addressing distributional aspects or priority settings.
Quotes:
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The study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.
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The economic evaluation does not mention adjustments for different groups or prioritizing specific populations.
Q20 - Characterizing uncertainty(show question description)
Explanation: The manuscript mentions that one-way sensitivity and probabilistic sensitivity analyses were used to characterize sources of uncertainty in the analysis. These methods help assess the robustness of the model and the impact of various parameters on the ICER value.
Quotes:
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"In order to assess the robustness of the model, one-way sensitivity and probabilistic sensitivity analyses were performed."
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"The one-way sensitivity analysis of parameters in the model showed that cost-effectiveness of trastuzumab was sensitive to utility in the progression free state."
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"The probabilistic sensitivity analysis was performed with 1,000 iterations and a threshold of three times the gross domestic product (GDP) per capita."]}
Q21 - Approach to engagement with patients and others affected by the study(show question description)
Explanation: The manuscript does not indicate any engagement of patients, service recipients, the general public, communities, or stakeholders in the design of the study. The methods section describes data collection from patients primarily for cost data, but there is no mention of participatory engagement in designing the study itself.
Quotes:
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Utility data, direct medical costs, and indirect costs were obtained primarily from interviewing patients.
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Direct non-medical costs were derived from interview results with patients and/or caregivers.
Q22 - Study parameters(show question description)
Explanation: The manuscript does not comprehensively report all analytic inputs, study parameters, or uncertainty considerations. While it discusses certain inputs like costs, QALYs, and ICER, there is a lack of detailed description of the range, distribution, and specific uncertainty of these inputs across all parameters.
Quotes:
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The one-way sensitivity analysis of parameters in the model showed that cost-effectiveness of trastuzumab was sensitive to utility in the progression free state.
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Variables tested in the one-way sensitivity analysis included cost, clinical effectiveness, and discount rate.
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Probabilistic sensitivity analysis was performed with 1,000 iterations and a threshold of three times the gross domestic product (GDP) per capita.
Q23 - Summary of main results(show question description)
Explanation: The manuscript does not specifically report the mean values of cost and outcome categories. Instead, it provides some total costs and ICER values without specifying means for each category. The text describes results but does not summarize them in terms of overall mean values for categories of costs and outcomes, nor does it consolidate them into a singular overall measure.
Quotes:
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From a healthcare provider's perspective, the total costs for the combined group were USD 14,516, while chemotherapy alone cost USD 7,489.
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The cost-effectiveness analysis showed a higher total cost in the combination group of USD 7,027.
Q24 - Effect of uncertainty(show question description)
Explanation: The manuscript reports that sensitivity analyses, including the choice of discount rate, were conducted to assess the robustness of the cost-effectiveness model. Specifically, a 3% discount rate was applied, and variations in one-way sensitivity analyses demonstrated that cost-effectiveness was highly sensitive to utility values in the progression-free state, which significantly influenced the findings.
Quotes:
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The discount rate applied in this study was 3%.
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The variables tested in the one-way sensitivity analysis included cost, clinical effectiveness, and discount rate.
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The one-way sensitivity analysis of parameters in the model showed that cost-effectiveness of trastuzumab was sensitive to utility in the progression free state.
Q25 - Effect of engagement with patients and others affected by the study(show question description)
Explanation: The manuscript does not mention any involvement or impact of patients, service recipients, the general public, the community, or stakeholders in making a difference to the approach or findings of the study. The study primarily focuses on economic evaluation and uses patient interviews only for collecting cost data, not for influencing the study design or outcomes.
Quotes:
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Utility data, direct medical costs, and indirect costs were obtained primarily from interviewing patients.
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The economic evaluation comparing trastuzumab and chemotherapy to chemotherapy alone was designed to assess cost-effectiveness, cost-utility, and budget impact.
Q26 - Study findings, limitations, generalizability, and current knowledge(show questiondescription)
Explanation: The manuscript includes key findings about cost-effectiveness, but it does not comprehensively address limitations, ethical or equity considerations, or the potential impact on patients, policy, or practice.
Quotes:
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Our study also has limitations. Evidence on the clinical effectiveness were obtained from the study conducted in non-Asian population, that had different setting with the situation in Indonesia.
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The government may need to opt for price negotiation of trastuzumab to facilitate the entry of biosimilar products at a cheaper price.
SECTION: TITLE
Does Trastuzumab Offer Good Value for Money for Breast Cancer Patients with Metastasis in Indonesia?
SECTION: ABSTRACT
Objective:
Breast cancer is the most common cancer in Indonesia, with Indonesia's breast cancer mortality rate being the highest among Southeast Asian countries. This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.. This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.This study aims to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.
Methods:
We performed a Markov model-based economic evaluation to assess cost-effectiveness, cost-utility, and budget impact. Utility data, direct medical costs, and indirect costs were obtained primarily from interviewing patients.
We performed a Markov model-based economic evaluation to assess cost-effectiveness, cost-utility, and budget impact. Utility data, direct medical costs, and indirect costs were obtained primarily from interviewing patients.. Clinical effectiveness data, on the other hand, were obtained from systematic reviews and real-world data and represented through progression free survival, overall survival, and quality-adjusted life years (QALYs).
Result:
From a healthcare provider's perspective, the total costs for the combined group were USD 14,516, while chemotherapy alone cost USD 7,489.From a healthcare provider's perspective, the total costs for the combined group were USD 14,516, while chemotherapy alone cost USD 7,489. While the cost-effectiveness analysis showed that the combination group had a higher total cost by USD 7,027, PFS was longer in the chemotherapy alone group, with a difference of 2.2 months. The ICER was USD 17,307 for every QALY gained. The total cost of adding trastuzumab over a 5-year period was USD 589 million.
Conclusion:
In conclusion, this economic evaluation suggests that the addition of trastuzumab to standard chemotherapy is not cost-effective in terms of PFS and OS compared with chemotherapy alone.
SECTION: INTRO
Introduction
Breast cancer currently ranks first as the most common cancer worldwide, even surpassing lung cancer (World Health Organization, 2020). Breast cancer was found to have the highest incidence of all cancers among the Indonesian population and was the leading cause of death, with an estimated mortality rate of 9.6%. Overexpression of human epidermal growth factor receptor type 2 (HER2) has been observed in 20-30% of breast cancers (Owens et al., 2004). The recombinant monoclonal antibody trastuzumab, which binds to HER2 receptors, has been shown to be effective in improving clinical response (Buzdar et al., 2005), disease free survival (Cameron et al., 2017), and the overall survival rate of HER2-positive breast cancer patients (Okamoto et al., 2020; Gajria and Chandarlapaty, 2011; Paracha et al., 2020; Balduzzi et al., 2014).
While the use of trastuzumab for breast cancer patients seems promising, the costs associated with this drug are very high and can potentially impose significant burdens on healthcare systems. In the United Kingdom (UK), the cost of trastuzumab at its full price can reach up to GBP 90,000 per patient. The UK National Institute for Health and Care Excellence (NICE) rejected the routine funding scheme for trastuzumab in 2015 because of its high cost. Nevertheless, further negotiation with the pharmaceutical company reached a win-win solution to include trastuzumab in the new fast track funding scheme for new cancer drugs in the UK (NHS England, 2017). Evidence from high-income countries (HIC) reported that trastuzumab may be cost-effective, with incremental cost-effectiveness ratios (ICERs) ranging from USD 6,018 to 78,929 per quality-adjusted life year (QALY) gained (Garrison et al., 2007; Kurian et al, 2007; Skedgel et al, 2009; Seferina et al., 2017; Leung et al., 2016). However, evidence from upper- and lower-middle income countries is still insufficient. Some studies revealed that ICERs of trastuzumab ranged from USD 3,526 to 174,901 per QALY gained in upper-middle income countries, which mostly exceeded their thresholds (Chen et al., 2009; Genuino et al., 2021).
Despite the well-known clinical effectiveness of trastuzumab in HER2-positive breast cancer patients, access to this drug presents another challenging issue. Brazilian regulatory authorities, for instance, approved the use of trastuzumab for metastatic diseases in 2000. However, the drug was initially only accessible by privately insured patients and did not become available to the public until 2017 (Henrique et al., 2019). In China, patients' access to this drug was highly influenced by the region in which individuals resided. Less than 10% of patients in resource-limited regions used trastuzumab, in contrast with nearly 90% of patients in resource-abundant regions (Li et al., 2017). Access to this drug continues to vary among countries.
Trastuzumab has been listed as an essential drug by the World Health Organization. However, the high cost of this drug and the issue of its accessibility have constrained its implementation across many health systems. Assessing the cost-effectiveness of trastuzumab according to country context is necessary for policy makers to inform about health financing decisions. Investments in advanced cancer drugs in middle-income countries are still contentious, considering challenges, such as disparities between different regions and income levels in accessing drugs and issues in achieving universal health coverage. The Government of Indonesia need to define its priorities for the allocation of funding resources to advanced cancer drugs such as trastuzumab.. Therefore, this study was performed in order to evaluate the cost-effectiveness and budget impacts of adding trastuzumab to chemotherapy treatment versus chemotherapy alone for HER2-positive breast cancer patients in Indonesia.
SECTION: METHODS
Materials and Methods
The economic evaluation comparing trastuzumab and chemotherapy to chemotherapy alone was designed to assess cost-effectiveness, cost-utility, and budget impact.. The primary outcome of the cost-effectiveness analysis is the incremental cost-effectiveness ratio (ICER), which is calculated by dividing the incremental costs by the incremental health outcomes, expressed in clinical outcomes and quality-adjusted life years (QALYs). The clinical outcomes were represented by progression free survival (PFS) and overall survival (OS).he incremental cost-effectiveness ratio (ICER), which is calculated by dividing the incremental costs by the incremental health outcomes, expressed in clinical outcomes and quality-adjusted life years (QALYs). The clinical outcomes were represented by progression free survival (PFS) and overall survival (OS).
Data sources
The data sources used for this modeling were reports from epidemiological studies, registration data, claim data, market forecast research data, published literature on clinical effectiveness, and disease progression data.
Clinical effectiveness
Systematic search were performed using various electronic databases, such as PubMed, the Cochrane Library, EMBASE, and Google Scholar. The keywords applied to this study were "trastuzumab", "Herceptin", "HER-2 antibodies", and "cancer" (and its synonyms, such as "neoplasm", "malignancy", "malignant tumor", and "tumor" by adding OR), combined with AND for "metastatic breast cancer". The search criteria were restricted to research that was in English, accessible in full text, published post-2000, and related to clinical trials. The search was undertaken in 2018. Articles in the form of editorials, observational studies, posters, and reviews were not included in the systematic review. In terms of real-world data, a retrospective cohort study was conducted using medical records of HER2-positive metastatic breast cancer patients from November 2018 to February 2019. The subjects were recruited from four type A hospital located in different regions, namely Java, Bali, and Kalimantan . Hospitals in Indonesia are classified into four types based on the type of service provided and the capacity of the bed, namely type A, B, C, and D. Type A hospital is the highest ranking, in which the most advanced services with high range of subspecialists medical service capabilities and more accommodations for patients. A total of 120 patients were included in this study, consisting of 58 patients who received chemotherapy alone and 62 patients who received a combination of trastuzumab and chemotherapy. The clinical effectiveness was measured by comparing OS and PFS between those received the combination therapy versus chemotherapy alone. Based on the guidelines of the American Cancer Society (ACS) and the National Cancer Comprehensive Network (NCCN) 2006, the following chemotherapy can be used as a single agent for breast cancer, i.e., doxorubicin, epirubicin, paclitaxel, dosetaxel, capesitabin, gemcitabine, and for the combination of CAF (cyclophosphamide + doxorubicin + fluorouracil), FEC (fluurouracil + epirubicin + cyclophosphamide), AC (doxorubicin + cyclophosphamide), ET (epirubicin + paclitaxel), CMF, doxetaxel/capesitabin, GT (gemcitabine + paclitaxel), other active agents can also be used, namely cisplatin, carboplatin, etoposide, vinblastine, and fluorouracil infusion.
Costs
Direct medical costs were collected from primary data, i.e., patients' billing details in outpatient and inpatient units. Direct medical costs included drug costs, costs associated with medical devices, hospitalization costs, medical personnel costs, and laboratory and administrative costs. Direct non-medical costs were derived from interview results with patients and/or caregivers. Direct non-medical costs consisted of transportation costs, meal costs, accommodation costs, and caregivers' costs. The indirect costs calculated for this study included costs associated with loss of productivity among patients and their caregivers. Both direct non-medical costs and indirect costs were obtained by interviewing patients and their caregivers. All costs were calculated in Indonesian rupiahs in 2018 (1 USD = 14,481 IDR).
Utility
Utility data were obtained through direct interviews with patients using the EuroQoL (EQ)-5D-5L instrument. We used the EQ-5D-5L value set for Indonesia. The inclusion criterion was patients with metastatic breast cancer, both in the progression-free and progression state.
Cost-effectiveness analysis
We used real-world data in the cost-effectiveness analysis. Given that our research was from the perspective of healthcare providers (i.e., hospitals), we only included direct medical costs. The time period of the CEA spanned from the start of therapy until the last follow-up.
Cost-utility analysis
A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients. The model incorporated thre
A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients. The model incorporated three health states, namely stable metastatic disease, progressive metastatic disease, and death.
A Markov model was constructed to assess the cost-utility of adjuvant trastuzumab for HER2-positive breast cancer patients. The model incorporated three health states, namely stable metastatic disease, progressive metastatic disease, and death. The length for each cycle was 6 months, with a lifespan commencing at the age of 40 years. The discount rate applied in this study was 3%. We modelled the lifetime costs and consequences of treating a cohort of patients with metastatic breast cancer starting at the age of 40 years using societal perspective. Patients entered the model through stable state. Per simulation cycle, patients could remain in stable state or moved to progressive state or die, based on transition probabilities. The Markov model is shown in Figure 1 .
Budget impact analysis
Budget impact analysis (BIA) was performed to assess the financial consequences and to evaluate the affordability of adopting trastuzumab in the benefits package. The costs included in the BIA were direct medical costs. We estimated the budget impact for a period of 5 years from a payer's perspective. Parameter inputs such as prevalence, incidence, and population numbers were obtained from the Central Bureau of Statistics, Basic Health Survey, data from hospitals, and expert judgment.
Sensitivity analysis
In order to assess the robustness of the model, one-way sensitivity and probabilistic sensitivity analyses were performed.robustness of the model, one-way sensitivity and probabilistic sensitivity analyses were performed. The variables tested in the one-way sensitivity analysis included cost, clinical effectiveness, and discount rate.The variables tested in the one-way sensitivity analysis included cost, clinical effectiveness, and discount rate. In the base case scenario, the value used in the model was the average of each parameter. One-way sensitivity analyses were based on the variation from the lowest to highest values. The probabilistic sensitivity analysis was performed with 1,000 iterations and a threshold of three times the gross domestic product (GDP) per capita.probabilistic sensitivity analysis was performed with 1,000 iterations and a threshold of three times the gross domestic product (GDP) per capita.
SECTION: RESULTS
Results
Clinical effectiveness
The median progression free survival (PFS) of the trastuzumab and chemotherapy combination group was 12 months; this was lower than the chemotherapy alone group, which was 14.4 months (p 0.05). In contrast, the median of overall survival (OS), the combined group was better than the chemotherapy alone group (p 0.05). Nevertheless, both PFS and OS derived from real-world data showed no significant difference between these two groups. Meanwhile, results from a systematic review revealed that the addition of trastuzumab to chemotherapy provided a significant improvement in OS (RR: 0.79; 95% CI: 0.65-0.96) as well as PFS (RR: 0.51; 95% CI: 0.42-0.62) compared with chemotherapy alone in patients with metastatic breast cancer.
Cost effectiveness
From a healthcare provider's perspective, the total cost for the combined group was USD 14,516; for the chemotherapy alone group, the total cost was USD 7,489. The cost-effectiveness analysis showed a higher total cost in the combination group of USD 7,027; however, PFS was longer in the Chemotherapy alone group with a difference of 2.2 months.
Cost utility analysis
The input parameters consisted of transitional probabilities based on the natural course of metastatic breast cancer, clinical effectiveness, cost utility, and discount rate. Data for transitional probabilities were obtained from literature reviews, cost and utility data were derived from primary data, and a 3% discount rate was applied. In terms of QALY, the incremental QALY was 0.789 years. From a healthcare provider's perspective, the incremental cost-effectiveness ratio (ICER) was USD 17,307 per QALY gained. The ICER value was three times above the GDP value per capita of Indonesia in 2017 (i.e., USD 11,532).
The one-way sensitivity analysis of parameters in the model showed that cost-effectiveness of trastuzumab was sensitive to utility in the progression free state.The one-way sensitivity analysis of parameters in the model showed that cost-effectiveness of trastuzumab was sensitive to utility in the progression free state. The range of values of these variables caused a large shift in the ICER value (143%). Nevertheless, the variation in each variable did not affect the conclusion that the ICER value of adding trastuzumab to chemotherapy is above the cost-effectiveness threshold used in Indonesia.
The result of probabilistic sensitivity analysis was described by the cost-effectiveness acceptability curve (CEAC) in Figure 4. The CEAC revealed that the probability of adding trastuzumab to chemotherapy for HER2-positive breast cancer patients and having it be cost-effective was only 17% at the threshold of three times the Indonesian GDP, and it would be more than 90% cost-effective if the threshold was increased by 172 thousand dollars . The price of trastuzumab in the market can reach up to USD 1,726 per ampoule. We run a simulation to calculate the ICER if the price of trastuzumab was reduced to merely one-fourth of the original price. Using the provider's perspective, the ICER would be USD 9,485 per QALY gained, below the threshold of three times the Indonesian GDP.
Budget impact analysis
The input parameters used to calculate the budget impact were population numbers, population growth rate, incidence of breast cancer, proportion of metastatic breast cancer, and proportion of HER2-positive breast cancer. The total estimated cost for the addition of trastuzumab to chemotherapy for all HER2-positive metastatic breast cancer patients in Indonesia for 5 years would be USD 589 million, while the total cost for chemotherapy alone, if given to all patients for 5 years, would be USD 340 million. Therefore, if all the HER2-positive metastatic breast cancer patients switched their treatment from chemotherapy alone to trastuzumab plus chemotherapy for 5 years, then the additional required cost would be USD 249 million.
SECTION: FIG
Three Health States for the Markov Model
Kaplan-Meier Curve for the Comparison of PFS and OS between the Trastuzumab Plus Chemotherapy Group and the Chemotherapy Alone Group
Tornado Diagram of the One-Way Sensitivity Analysis Comparing Trastuzumab and Chemotherapy vs. Chemotherapy Alone
Cost-Effectiveness Acceptability Curve of Trastuzumab and Chemotherapy vs. Chemotherapy Alone
SECTION: DISCUSS
Discussion
Our study indicates that adding trastuzumab to standard chemotherapy for patients with metastatic breast cancer is not cost-effective in Indonesia in terms of PFS, OS, and QALY. Furthermore, the estimated cost is substantially significant. The result appears to be inconsistent with previous publications (Norum, 2006; Ferrusi et al., 2011; Chan et al., 2009) in high-income western countries, in which adjuvant therapy trastuzumab was reported to be a cost-effective treatment for HER2-positive metastatic breast cancer patients. Moreover, a systematic review of trastuzumab, and its economic evaluation as an adjuvant therapy conducted in several Asian countries, also found trastuzumab to be a cost-effective treatment option. Nevertheless, these Asian countries are considered high-income countries. Studies performed in India and African countries yielded similar results to our findings (Gershon et al., 2019; Gupta et al., 2020).
In our study, the incremental QALY gained was 0.798, which was not different from previous publications. Nevertheless, we did not see a gain of incremental life years when we used the real-world data. Our systematic review found that adding trastuzumab to chemotherapy would improve OS and PFS significantly compared with chemotherapy alone, RR: 0.79, 95% CI: 0.65-0.96 and RR: 0.51; 95% CI: 0.42-0.62, respectively. However, the outcomes from real-world data showed no significant differences in terms of PFS and OS. This is understandable considering that clinical trials are always carried out in an ideal setting. In clinical trials , all variables that can affect outcomes are firmly controlled, ranging from accurate and careful diagnosis, treatment procedures, strict treatment schedules, uniform, and strict standards for administering therapy, and accurate reporting of the outcomes. Meanwhile, in a real setting, this is not entirely possible. A patient's condition may be completely different from the patients enrolled in a clinical trial. There is a possibility that the patient would receive delayed therapy. In the context of assessing health technology, policy makers need to decide whether the health technology is more or less useful after being applied to a real setting.
Aside from the benefits obtained from an intervention, the health financing system must consider affordability aspects. Trastuzumab, in this case, was proven not to be cost-effective, and it is not possible to finance it in a long-term. Health technology may be useful in a clinical trial setting, but the benefits in real settings are questionable, and therefore, may not be worth the cost .
Our study also has limitations. Evidence on the clinical effectiveness were obtained from the study conducted in non-Asian population, that had different setting with the situation in Indonesia. Therefore, we also did a cohort retrospective study using data from Indonesian population to reflect the real world data. Nevertheless, the observation period in the cohort study was too short and lacking to generate the OS and PFS outcome. More research is needed to capture a longer observation period.
In conclusion, this economic evaluation suggests that the addition of trastuzumab to standard chemotherapy is not cost-effective in terms of progression free survival and overall survival compared to chemotherapy alone. As such, it requires a much higher budget than the cost of chemotherapy alone in Indonesia. The government may need to opt for price negotiation of trastuzumab to facilitate the entry of biosimilar products at a cheaper price. Our findings can help guide decision makers in considering whether trastuzumab offers good value for money and would be affordable to breast cancer patients in Indonesia.