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Wu Z(E, Xu D, Hu PJH, Huang TS. A hierarchical multilabel graph attention network method to predict the deterioration paths of chronic hepatitis B patients. J Am Med Inform Assoc 2023; 30:846-858. [PMID: 36794643 PMCID: PMC10114116 DOI: 10.1093/jamia/ocad008] [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: 10/23/2022] [Revised: 12/26/2022] [Accepted: 01/25/2023] [Indexed: 02/17/2023] Open
Abstract
OBJECTIVE Estimating the deterioration paths of chronic hepatitis B (CHB) patients is critical for physicians' decisions and patient management. A novel, hierarchical multilabel graph attention-based method aims to predict patient deterioration paths more effectively. Applied to a CHB patient data set, it offers strong predictive utilities and clinical value. MATERIALS AND METHODS The proposed method incorporates patients' responses to medications, diagnosis event sequences, and outcome dependencies to estimate deterioration paths. From the electronic health records maintained by a major healthcare organization in Taiwan, we collect clinical data about 177 959 patients diagnosed with hepatitis B virus infection. We use this sample to evaluate the proposed method's predictive efficacy relative to 9 existing methods, as measured by precision, recall, F-measure, and area under the curve (AUC). RESULTS We use 20% of the sample as holdouts to test each method's prediction performance. The results indicate that our method consistently and significantly outperforms all benchmark methods. It attains the highest AUC, with a 4.8% improvement over the best-performing benchmark, as well as 20.9% and 11.4% improvements in precision and F-measures, respectively. The comparative results demonstrate that our method is more effective for predicting CHB patients' deterioration paths than existing predictive methods. DISCUSSION AND CONCLUSION The proposed method underscores the value of patient-medication interactions, temporal sequential patterns of distinct diagnosis, and patient outcome dependencies for capturing dynamics that underpin patient deterioration over time. Its efficacious estimates grant physicians a more holistic view of patient progressions and can enhance their clinical decision-making and patient management.
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Affiliation(s)
- Zejian (Eric) Wu
- Department of Operations and Information Systems, David Eccles School of Business, University of Utah, Salt Lake City, Utah, USA
| | - Da Xu
- Department of Information Systems, College of Business, California State University Long Beach, Long Beach, California, USA
| | - Paul Jen-Hwa Hu
- Department of Operations and Information Systems, David Eccles School of Business, University of Utah, Salt Lake City, Utah, USA
| | - Ting-Shuo Huang
- Department of General Surgery, Keelung Chang Gung Memorial Hospital, Keelung City, Taiwan
- Department of Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan City, Taiwan
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung City, Taiwan
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Yang N, Lei L, Meng Y, Zhou N, Shi L, Hu M. Cost-Benefit Analysis of Vaccination Strategies to Prevent Mother-to-Child Transmission of the Hepatitis B Virus Using a Markov Model Decision Tree. Front Public Health 2022; 10:662442. [PMID: 35801242 PMCID: PMC9256498 DOI: 10.3389/fpubh.2022.662442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 05/11/2022] [Indexed: 11/13/2022] Open
Abstract
Objectives Currently, in China, several strategies exist to prevent mother-to-child transmission (MTCT) of the hepatitis B virus (HBV). These include providing Hepatitis B vaccination and hepatitis B immunoglobulin (HBIG) injection with different types of administration and dosages. The aim of this study is threefold: first, to evaluate the economic viability of current hepatitis B vaccination strategies for preventing MTCT from a public health policy perspective; second, to optimize the current immunization strategy for preventing perinatal transmission of the HBV; and third, to offer policy options to the National Health Commission in China. Methods To simulate the disease outcome for the entire life of newborns infected with HBV, a Markov model with eight possible health states was built by using TreeAge Pro 2011 software. In the present study, the model parameters were probability and cost, which were extracted from literature and calculated using Microsoft Excel 2013. The optimal immunization strategies were identified through cost-benefit analyses. A benefit-cost ratio (BCR) > 1 indicated that the strategy had positive benefits and vice versa. A one-way sensitivity analysis was used to investigate the stability of the results. Results From a public health care system perspective, we evaluated the economic viability of 11 strategies in China. For all 11 strategies, the BCR was > 1, which indicated that the benefits of all the strategies were greater than the costs. We recommended strategy number 9 as being optimal. In strategy number 9, babies born to hepatitis B surface antigen (HBsAg)-positive mothers were given an HBIG (200 IU) within 24 h of birth and three injections of hepatitis -B vaccine (20-μg each) at 0, 1, and 6 months, and the strategy had a BCR of 4.61. The one-way sensitivity analysis revealed that the full vaccination coverage and effective rates of protection were two factors that greatly influenced the BCR of the different prevention strategies; other factors had little effect. Conclusion The benefits of all strategies were greater than the costs. For decision-making and application, the strategy should be based on local socio-economic conditions so that an appropriate immunization strategy can be selected.
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Affiliation(s)
- Nan Yang
- West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Lei Lei
- West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Yiyu Meng
- West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Naitong Zhou
- West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Lizheng Shi
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States
| | - Ming Hu
- West China School of Pharmacy, Sichuan University, Chengdu, China
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Cheng J, Zhang Y, Zhong A, Tian M, Zou G, Chen X, Yu H, Song F, Zhou S. Quality of Health Economic Evaluations in Mainland China: A Comparison of Peer-Reviewed Articles in Chinese and in English. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2022; 20:35-54. [PMID: 34322862 DOI: 10.1007/s40258-021-00674-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/07/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE Our objective was to assess the incidence and quality of reporting of published health economic evaluations in mainland China and compare the quality of peer-reviewed articles in Chinese and English. METHODS A comprehensive search was conducted for economic evaluations pertaining to China published from 2006 to 2015 using the PubMed, CBM, CMCC, CNKI, VIP, and Wanfang databases. All studies in English that met the inclusion criteria were included. For studies in Chinese, 200 sampled studies were included according to the random seeds method, and the same number of the most-cited studies in Chinese as those in English were included according to the number of citations and journal grades. Researchers independently assessed the quality of the studies using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) checklist. RESULTS After literature search and screening, a total of 310 studies were identified. The majority of these studies were cost-effectiveness studies (82.26%). Scores among different CHEERS items varied greatly. There was a gap between the average quality scores of the studies published in Chinese and those published in English (49.78 ± 9.31 vs. 82.48 ± 17.69) and between the average quality scores of the included most-cited studies in Chinese and English, which was slightly smaller (54.08 ± 10.27 vs. 82.48 ± 17.69). The methods, results, and discussion sections of studies published in Chinese were of low quality. CONCLUSION The quality of reporting of health economic evaluations in mainland China has developed slowly. Most of the included studies were incomplete in the presentation of content, making the results less reliable. It is important to standardize and improve the quality of Chinese health economic research.
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Affiliation(s)
- Jiehua Cheng
- School of Public Health and Management, Higher Education Mega Centre, Guangzhou University of Chinese Medicine, No. 232 Wai Huan Dong Road, Panyu District, Guangzhou, 510006, Guangdong, China
| | - Yu Zhang
- School of Public Health and Management, Higher Education Mega Centre, Guangzhou University of Chinese Medicine, No. 232 Wai Huan Dong Road, Panyu District, Guangzhou, 510006, Guangdong, China
| | - Ailin Zhong
- School of Public Health and Management, Higher Education Mega Centre, Guangzhou University of Chinese Medicine, No. 232 Wai Huan Dong Road, Panyu District, Guangzhou, 510006, Guangdong, China
| | - Miao Tian
- Dongfeng Stomatological Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Guanyang Zou
- School of Public Health and Management, Higher Education Mega Centre, Guangzhou University of Chinese Medicine, No. 232 Wai Huan Dong Road, Panyu District, Guangzhou, 510006, Guangdong, China
| | - Xiaping Chen
- Shiyan Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Hongxing Yu
- Shiyan Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Fujian Song
- Faculty of Medicine and Health Science, University of East Anglia, Norwich, UK
| | - Shangcheng Zhou
- School of Public Health and Management, Higher Education Mega Centre, Guangzhou University of Chinese Medicine, No. 232 Wai Huan Dong Road, Panyu District, Guangzhou, 510006, Guangdong, China.
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Zhou HJ, Cao J, Shi H, Naidoo N, Semba S, Wang P, Fan YF, Zhu SC. Cost-Effectiveness Analysis of Pan-Genotypic Sofosbuvir-Based Regimens for Treatment of Chronic Hepatitis C Genotype 1 Infection in China. Front Public Health 2021; 9:779215. [PMID: 34957030 PMCID: PMC8695807 DOI: 10.3389/fpubh.2021.779215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Accepted: 11/18/2021] [Indexed: 11/21/2022] Open
Abstract
Background: Hepatitis C virus (HCV) genotype 1 is the most prevalent HCV infection in China. Sofosbuvir-based direct antiviral agent (DAA) regimens are the current mainstays of treatment. Sofosbuvir/velpatasvir (SOF/VEL) and sofosbuvir/ledipasvir (SOF/LDV) regimens became reimbursable in China in 2020. Thus, this study aimed to identify the optimal SOF-based regimen and to inform efficient use of healthcare resources by optimizing DAA use in treating HCV genotype 1. Methods and Models: A modeling-based cost-utility analysis was conducted from the payer's perspective targeting adult Chinese patients with chronic HCV genotype 1 infection. Direct medical costs and health utilities were inputted into a Markov model to simulate lifetime experiences of chronically infected HCV patients after receiving SOF/LDV, SOF/VEL or the traditional strategy of pegylated interferon (pegIFN) + ribavirin (RBV). Discounted lifetime cost and quality adjusted life years (QALYs) were computed and compared to generate the incremental cost utility ratio (ICUR). An ICUR below the threshold of 31,500 $/QALY suggests cost-effectiveness. Deterministic and probabilistic sensitivity analyses were performed to examine the robustness of model findings. Results: Both SOF/LDV and SOF/VEL regimens were dominant to the pegIFN + RBV regimen by creating more QALYs and incurring less cost. SOF/LDV produced 0.542 more QALYs but cost $10,390 less than pegIFN + RBV. Relative to SOF/LDV, SOF/VEL had an ICUR of 168,239 $/QALY which did not meet the cost-effectiveness standard. Therefore SOF/LDV was the optimal strategy. These findings were robust to linear and random variations of model parameters. However, reducing the SOF/VEL price by 40% would make this regimen the most cost-effective option. Conclusions: SOF/LDV was found to be the most cost-effective treatment, and SOF/VEL was also economically dominant to pegIFN + RBV. These findings indicated that replacing pegIFN + RBV with DAA regimens could be a promising strategy.
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Affiliation(s)
- Hui Jun Zhou
- Department of Public Administration, Business School, University of Shanghai for Science and Technology, Shanghai, China
| | - Jing Cao
- Department of Public Administration, Business School, University of Shanghai for Science and Technology, Shanghai, China
| | - Hui Shi
- Department of Public Administration, Business School, University of Shanghai for Science and Technology, Shanghai, China
| | - Nasheen Naidoo
- Department of Pathology, Stellenbosch University, Cape Town, South Africa
| | - Sherehe Semba
- Department of Public Administration, Business School, University of Shanghai for Science and Technology, Shanghai, China
- Faculty of Science, Dar es Salaam University College of Education, University of Dar es Salaam, Dar es Salaam, Tanzania
| | - Pei Wang
- School of Public Health, Fudan University, Shanghai, China
- Key Lab of Health Technology Assessment, National Health Commission of China (Fudan University), Shanghai, China
| | - Yi Fan Fan
- Department of Public Administration, Business School, University of Shanghai for Science and Technology, Shanghai, China
| | - Shui Cheng Zhu
- Department of Public Administration, Business School, University of Shanghai for Science and Technology, Shanghai, China
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Li R, Lin X, Wang JY, Wang X, Lu J, Liu Y, Cao Z, Ren S, Ma L, Jin Y, Zheng S, Hu Z, Wang L, Chen X. Cost-effectiveness of combination antiviral treatment with extended duration for hepatitis B e antigen (HBeAg)-negative chronic hepatitis B in China. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1365. [PMID: 34733917 PMCID: PMC8506536 DOI: 10.21037/atm-21-1666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 07/23/2021] [Indexed: 12/30/2022]
Abstract
Background Hepatitis B surface antigen clearance or seroconversion is rarely achieved for patients using nucleoside analogs or pegylated interferon alpha monotherapy approaches. Several recent studies have confirmed the benefit of a combination of these two approaches for selected chronic hepatitis B patients. However, few reports have investigated long-term outcomes or health economic evaluation for hepatitis B surface antigen clearance. The aim of this study was to perform a cost-effectiveness analysis of the long-term use of this combination strategy among selected hepatitis B e antigen-negative patients. Methods Drawing on experience in China, we used a Markov model to simulate disease progression among a population of hepatitis B e antigen-negative chronic hepatitis B patients with surface antigen levels of ≤1,000 IU/mL through a discrete series of health states. We compared nucleoside analog monotherapy to the combination strategy over a prolonged period. We measured lifetime costs, quality-adjusted life-years and incremental cost-effectiveness ratios. Results The combination therapy produced 15.8 quality-adjusted life-years, and cost US dollars (USD) 45,032 per patient. The monotherapy gave 13.9 quality-adjusted life-years, and had a cost of USD 52,064. The incremental cost-effectiveness ratio of the monotherapy (USD −3,755 per quality-adjusted life-year) did not obtain extended dominance over combination therapy. The most cost-effective option was combination therapy among patients with hepatitis B surface antigen levels of ≤10 IU/mL, which had the lowest calculated cost of USD 35,318 and most quality-adjusted life-years (16.7). Conclusions A long-term combination treatment strategy for selected hepatitis B e antigen-negative chronic hepatitis B patients may prolong quality-adjusted life-years compared with nucleoside analog monotherapy. Chronic hepatitis B patients with a hepatitis B surface antigen level of ≤10 IU/mL were the most cost-effective population under this strategy.
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Affiliation(s)
- Runqin Li
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xiao Lin
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jing-Yue Wang
- Division of Hepatology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Xiaomo Wang
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Junfeng Lu
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yali Liu
- The Third Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Zhenhuan Cao
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Shan Ren
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Lina Ma
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yi Jin
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Sujun Zheng
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Zhongjie Hu
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Li Wang
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Xinyue Chen
- The First Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
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Cost-Effectiveness of Utilization of Hepatitis B Virus-Positive Liver Donors for HBV-Negative Transplant Recipients. J Gastrointest Surg 2021; 25:1760-1769. [PMID: 32728822 DOI: 10.1007/s11605-020-04759-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 07/19/2020] [Indexed: 01/31/2023]
Abstract
BACKGROUND Utilization of hepatitis B virus (HBV)-infected donors represents an opportunity to expand the liver transplantation (LT) donor pool. However, benefits of accepting HBV-positive donors for HBV-negative candidates, potentially expanding the donor pool resulting in earlier transplantation, must be balanced with costs of lifelong antiviral therapy. The aim of this study was to evaluate cost-effectiveness of this strategy. METHODS We developed a Markov model with two strategies, transplant with (1) a HBV-positive donor versus and (2) a HBV-negative donor for a HBV-negative LT candidate. A healthcare system perspective was utilized, effectiveness measured in quality-adjusted life-years, and costs in 2018 USD. RESULTS In the base-case, the HBV-positive donor strategy is more effective (gain of 0.46 QALYs), but $26,159 more expensive, yielding an incremental cost-effectiveness ratio (ICER) of $57,389/QALY. However, increasing the candidate's Model for End-Stage Liver Disease score resulted in increasing cost-effectiveness, ICER of $69,507/QALY (MELD 6-10) to $47,385/QALY (MELD > 30). Results were most sensitive to antiviral cost and cost after first year of LT. In probabilistic sensitivity analysis, the HBV-positive strategy was always more effective but more expensive, with average ICER of $64,883/QALY. This strategy was highly cost-effective (ICER < $50,000/QALY) 21% of the time and cost < $100/000/QALY 94% of the time. CONCLUSIONS Consideration of these donors must be individualized to each candidate's severity of liver disease, associated costs, and personal preferences that impact quality of life. Expansion of the donor pool to include HBV-positive donors for appropriate recipients may be a cost-effective policy and may provide significant benefit for individual patients.
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Cost-effectiveness analysis of first-line treatment for chronic hepatitis B in China. Clin Microbiol Infect 2021; 28:300.e1-300.e8. [PMID: 34197929 DOI: 10.1016/j.cmi.2021.06.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 06/07/2021] [Accepted: 06/12/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVES Hepatitis B virus infection is an important public health problem. We analysed the cost-effectiveness of the first-line therapies, including nucleotide analogues (namely tenofovir alafenamide fumarate (TAF), tenofovir disoproxil fumarate (TDF) and entecavir) and pegylated interferon (Peg-IFN) for patients with chronic hepatitis B (CHB) in China. METHODS A Markov model describing CHB disease progression was constructed to compare the cost-effectiveness of the first-line therapies, considering both satisfactory (HBeAg seroconversion) and optimal (HBsAg seroclearance) treatment goals. We examined the main outcomes, including cumulative lifetime cost per patient, incremental quality-adjusted life years (QALYs), incremental cost-effectiveness ratio and net monetary benefit. Uncertainty analysis was conducted to identify key influential parameters. RESULTS Compared with the baseline strategy, Peg-IFN had the highest QALY gain for HBeAg-positive (HBeAg+) CHB patients achieving a satisfactory goal and an optimal goal (3.19 and 6.32 respectively), and TDF was the most cost-effective therapy for HBeAg-negative CHB patients ($1418/QALY) achieving a satisfactory goal. Among nucleotide analogues, TAF was the most-effective strategy and had higher acceptability to achieve an optimal goal in the Eastern region of China (under 1 x GDP per capita threshold). CONCLUSIONS Among nucleotide analogues, TDF was the most cost-effective treatment in China for CHB patients to achieve satisfactory and optimal treatment goals, whereas TAF was cost-effective and more effective in the wealthier region. Peg-IFN was most cost-effective among HBeAg+ CHB patients to achieve both goals, with better clinical outcomes. Our findings also indicate the importance of regular monitoring during and after CHB treatment, and could inform treatment strategies in China and other countries.
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Mokhtari AM, Barouni M, Moghadami M, Hassanzadeh J, Dewey RS, Mirahmadizadeh A. Evaluating the cost-effectiveness of universal hepatitis B virus vaccination in Iran: a Markov model analysis. Hum Vaccin Immunother 2021; 17:1825-1833. [PMID: 33734949 PMCID: PMC8115605 DOI: 10.1080/21645515.2020.1845522] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 10/29/2020] [Indexed: 01/05/2023] Open
Abstract
Vaccination is an essential way to prevent the transmission of hepatitis B virus (HBV). Various studies have been published on the cost-effectiveness of HBV vaccination, but since the results vary according to the target population and related health outcomes, this study examined the cost-effectiveness of the universal HBV vaccination in Iran. In this economic evaluation study, a decision tree with the Markov model was used to compare the universal HBV vaccination with a strategy of non-vaccination. Health states used in the model included healthy, chronic hepatitis B, compensated cirrhosis, decompensated cirrhosis, hepatocellular carcinoma, and death. Analyses were performed from a payer's perspective. Incremental cost-effectiveness ratio (ICER) per life-year gained, and quality-adjusted life-years (QALYs) gained were calculated at a 5% annual discount rate. The sensitivity analysis was conducted using Monte Carlo simulation. Analyses were performed using Microsoft Excel and TreeAge Pro 2011 software. In 2017, the estimated cost per dose for any HBV vaccine was $3.20 USD. The universal HBV vaccination was economically advantageous compared to non-vaccination, and the estimated cost of this program per life-year and QALY gained were $6,319 and negative (-) $1,183.85 USD, respectively. Given the uncertainty of all parameters, the model remained robust and reliable. In Iran, the universal HBV vaccination strategy for both health outcomes of QALY and life-years gained was cost-effective and advantageous. The vaccination strategy saved money, increased life years and improved quality of life. Therefore, it is recommended that this program continues to be provided.
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Affiliation(s)
- Ali Mohammad Mokhtari
- Department of Epidemiology and Biostatistics, School of Health, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Mohsen Barouni
- Health Services Management Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohsen Moghadami
- Clinical Microbiology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Jafar Hassanzadeh
- Research Center for Health Sciences, Institute of Health, Department of Epidemiology, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Rebecca Susan Dewey
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
| | - Alireza Mirahmadizadeh
- Non-communicable Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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Guo Y, Yang Y, Bai Q, Huang Z, Wang Z, Cai D, Li S, Man X, Shi X. Cost-utility analysis of newborn hepatitis B immunization in Beijing. Hum Vaccin Immunother 2020; 17:1196-1204. [PMID: 33016814 PMCID: PMC8018439 DOI: 10.1080/21645515.2020.1807812] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Objectives To evaluate cost-utility of universal Hepatitis B vaccination program in the Beijing city (Beijing). Methods A decision-Markov model was constructed to determine the cost-utility of the universal immunization program for infants (universal vaccination program) by comparing with a hypothetic nonvaccination strategy in Beijing. Parameters in models were extracted from Beijing Center for Disease Control and Prevention (CDC) annual work report, Beijing health statistical yearbook, National Health Survey report, Beijing 1% population sample survey report, Beijing Health and Medical Price Monitoring Data Platform, and public literatures. The incremental cost‑utility ratio (ICUR) was used to compare alternative scenarios. One-way sensitivity analysis and probabilistic sensitivity analysis were used to assess parameter uncertainties. Results The universal vaccination program had increased the utility and reduced cost among infants born in 2016 in Beijing. The ICUR was CNY −24,576.61 (US$ −3779.16) per QALY for universal vaccination program comparing with non-vaccination scenario from healthcare perspective. It was estimated that the universal vaccination would save direct medical treatment cost of CNY 2,262,869,173.50 (US$ 347,962,414.43) and prevent loss of 18322.25 QALYs within lifetime of target cohort. Discount rate accounted for the most remarkable influence on ICUR in one-way sensitivity analysis. The result of probabilistic sensitivity analysis illustrated that all of the ICURs were located in the fourth quadrant of the cost-utility incremental plot undergone 5000 times of Monte Carlo simulation. Conclusions Current universal hepatitis B vaccination program in Beijing was highly cost utility. The investment was reasonable for current universal vaccination program in Beijing.
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Affiliation(s)
- Yiwei Guo
- Dong Fureng Economic & Social Development School, Wuhan University, Wuhan, Hubei, China.,Beijing University of Chinese Medicine (BUCM), Beijing, China
| | - Yong Yang
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Qian Bai
- Institute of Chinese Medical Sciences, University of Macau, Avenida da Universidade, Taipa, China
| | - Zhengwei Huang
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Zongwu Wang
- General Administration Department, Health News Co.,Ltd., Beijing, China
| | - Dongxia Cai
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Shuo Li
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Xiaowei Man
- School of Management, National Institute of Chinese Medicine Development and Strategy, Beijing University of Chinese Medicine, Beijing, China
| | - Xuefeng Shi
- School of Management, National Institute of Chinese Medicine Development and Strategy, Beijing University of Chinese Medicine, Beijing, China
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Wigfield P, Sbarigia U, Hashim M, Vincken T, Heeg B. Are Published Health Economic Models for Chronic Hepatitis B Appropriately Capturing the Benefits of HBsAg Loss? A Systematic Literature Review. PHARMACOECONOMICS - OPEN 2020; 4:403-418. [PMID: 31428938 PMCID: PMC7426349 DOI: 10.1007/s41669-019-00175-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
OBJECTIVES Sustained hepatitis B surface antigen (HBsAg) loss or 'functional cure' (FC) is considered an optimal treatment endpoint by international clinical guidelines for chronic hepatitis B (CHB), yet rarely is this achieved with current standard of care (SoC). This leads to an under-reporting of FC in clinical trials, observational studies and health economic (HE) models. This paper systematically identifies and assesses how FC is incorporated in published HE models of CHB. METHODS A systematic literature review was conducted in PubMed and Embase (conducted February 2019) to review how HBsAg loss is captured in HE models. The following items were extracted: rate of (and transition probabilities to) HBsAg loss, HBsAg loss health state costs, and HBsAg loss health state utilities. RESULTS Sixty-five economics evaluations were identified, and < 50% of these (27/65) incorporated HBsAg loss in their models. Only 15/27 stated HBsAg loss health state costs, 15/27 stated HBsAg loss health state utilities, and 11/27 mentioned treatment-specific transition probabilities to HBsAg loss. The majority of sources these inputs were derived from are not transparent. CONCLUSIONS The benefits of FC in current HE models are not well captured, as FC is often not reported or not directly related to modelled treatments. This has the potential for novel agents with higher efficacy compared with SoC to be overlooked and undervalued if their worth is not appropriately communicated. In order to ensure optimal access for patients to new and effective therapies, it is important that the benefits of FC are better assessed and captured within HE models.
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Affiliation(s)
- Peter Wigfield
- Ingress-health Nederland, Hofplein 20, 3032 AC Rotterdam, The Netherlands
| | - Urbano Sbarigia
- Janssen Pharmaceutica, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Mahmoud Hashim
- Ingress-health Nederland, Hofplein 20, 3032 AC Rotterdam, The Netherlands
| | - Talitha Vincken
- Ingress-health Nederland, Hofplein 20, 3032 AC Rotterdam, The Netherlands
| | - Bart Heeg
- Ingress-health Nederland, Hofplein 20, 3032 AC Rotterdam, The Netherlands
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Liu Y, Zhang H, Zhang L, Zou X, Ling L. Economic Evaluation of Hepatitis C Treatment Extension to Acute Infection and Early-Stage Fibrosis Among Patients Who Inject Drugs in Developing Countries: A Case of China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17030800. [PMID: 32012839 PMCID: PMC7037788 DOI: 10.3390/ijerph17030800] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 01/22/2020] [Accepted: 01/24/2020] [Indexed: 12/20/2022]
Abstract
We aimed to assess the cost-effectiveness of (1) treating acute hepatitis C virus (HCV) vs. deferring treatment until the chronic phase and (2) treating all chronic patients vs. only those with advanced fibrosis; among Chinese genotype 1b treatment-naïve patients who injected drugs (PWID), using a combination Daclatasvir (DCV) plus Asunaprevir (ASV) regimen and a Peg-interferon (PegIFN)-based regimen, respectively. A decision-analytical model including the risk of HCV reinfection simulated lifetime costs and quality-adjusted life-years (QALYs) of three treatment timings, under the DCV+ASV and PegIFN regimen, respectively: Treating acute infection (“Treat at acute”), treating chronic patients of all fibrosis stages (“Treat at F0 (no fibrosis)”), treating only advanced-stage fibrosis patients (“Treat at F3 (numerous septa without cirrhosis)”). Incremental cost-effectiveness ratios (ICERs) were used to compare scenarios. “Treat at acute” compared with “Treat at F0” was cost-saving (cost: DCV+ASV regimen—US$14,486.975 vs. US$16,224.250; PegIFN-based regimen—US$19,734.794 vs. US$22,101.584) and more effective (QALY: DCV+ASV regimen—14.573 vs. 14.566; PegIFN-based regimen—14.148 vs. 14.116). Compared with “Treat at F3”; “Treat at F0” exhibited an ICER of US$3780.20/QALY and US$15,145.98/QALY under the DCV+ASV regimen and PegIFN-based regimen; respectively. Treatment of acute HCV infection was highly cost-effective and cost-saving compared with deferring treatment to the chronic stage; for both DCV+ASV and PegIFN-based regimens. Early treatment for chronic patients with DCV+ASV regimen was highly cost-effective.
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Affiliation(s)
- Yin Liu
- Department of Medical Statistics, School of Public Health, Sun Yat-Sen University, Guangzhou 510080, China; (Y.L.); (X.Z.)
- Sun Yat-sen Center for Migrant Health Policy, Sun Yat-Sen University, Guangzhou 510080, China
| | - Hui Zhang
- Department of Health Policy and Management, School of Public Health, Sun Yat-Sen University, Guangzhou 510080, China;
| | - Lei Zhang
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an 710000, China;
- Melbourne Sexual Health Center, Alfred Health, Melbourne VIC 3053, Australia
- Central Clinical School, Faculty of Medicine, Monash University, Melbourne, VIC 3800, Australia
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, China
| | - Xia Zou
- Department of Medical Statistics, School of Public Health, Sun Yat-Sen University, Guangzhou 510080, China; (Y.L.); (X.Z.)
- Sun Yat-sen Center for Migrant Health Policy, Sun Yat-Sen University, Guangzhou 510080, China
| | - Li Ling
- Department of Medical Statistics, School of Public Health, Sun Yat-Sen University, Guangzhou 510080, China; (Y.L.); (X.Z.)
- Sun Yat-sen Center for Migrant Health Policy, Sun Yat-Sen University, Guangzhou 510080, China
- Correspondence: ; Tel.: +86-020-873-3319
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Abstract
OBJECTIVE Direct-acting antiviral agents (DAAs) have been approved for treating hepatitis C virus (HCV) infection in China. However, they are substantially more expensive. The current analysis will investigate the cost-effectiveness of novel regimens compared with pegylated interferon and ribavirin (PR) therapies for informing Chinese decision-makers. METHODS A Markov model was developed to measure economic and health outcomes of novel regimens for genotype 1b, 2, 3, and 6 HCV infections compared with PR treatment. Clinical, cost, and utility inputs were gathered from published sources. Discounted quality-adjusted life-years (QALYs), costs, and incremental cost-effectiveness ratios (ICERs) are shown. The uncertainty was facilitated by one-way and probabilistic sensitivity analyses. RESULTS For genotype 1b HCV infection, the combination of paritaprevir, ritonavir, ombitasvir and dasabuvir was cost-saving compared with four competing alternatives. The ICERs of sofosbuvir plus ribavirin for genotypes 2 and 3 were lower than the threshold ($18,234/QALY). Among available strategies for patients with genotype 6, sofosbuvir in combination with ribavirin was the cost-saving alternative compared with PR. The results were robust to sensitivity analyses. CONCLUSIONS For both genotype 1b and 6 HCV infections in the context of Chinese patients, there were combinations of DAAs that were cost-saving compared with the usual PR treatment, and cost-effective for genotypes 2 and 3.
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Affiliation(s)
- Bin Wu
- a Medical Decision and Economic Group, Department of Pharmacy , Ren Ji Hospital, South Campus , School of Medicine , Shanghai Jiaotong University , Shanghai , PR China
| | - Zhenhua Wang
- b Department of Gastroenterology , Ren Ji Hospital , School of Medicine , Shanghai Jiaotong University , Shanghai , PR China
| | - Qing Xie
- c Department of Infectious Diseases, Ruijin Hospital , Shanghai Jiaotong University School of Medicine , Shanghai , PR China
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Wan B, Fang N, Guan W, Ding H, Wang Y, Ge X, Liang H, Li X, Zhan Y. Cost-Effectiveness of Bariatric Surgery versus Medication Therapy for Obese Patients with Type 2 Diabetes in China: A Markov Analysis. J Diabetes Res 2019; 2019:1341963. [PMID: 31930144 PMCID: PMC6939432 DOI: 10.1155/2019/1341963] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 10/07/2019] [Accepted: 11/26/2019] [Indexed: 01/14/2023] Open
Abstract
AIMS/INTRODUCTION The present study estimated the cost-effectiveness of bariatric surgery versus medication therapy for the management of recently diagnosed type 2 diabetes mellitus (T2DM) in obese patients from a Chinese health insurance payer perspective. MATERIALS AND METHODS A Markov model was established to compare the 40-year time costs and quality-adjusted life-years (QALYs) between bariatric surgery and medication therapy. The health-care costs in the bariatric surgery group, proportion of patients in each group with remission of diabetes, and state transition probabilities were calculated based on observed resource utilization from the hospital information system (HIS). The corresponding costs in the medication therapy group were derived from the medical insurance database. QALYs were estimated from previous literature. Costs and outcomes were discounted 5% annually. RESULTS In the base case analysis, bariatric surgery was more effective and less costly than medication therapy. Over a 40-year time horizon, the mean discounted costs were 86,366.55 RMB per surgical therapy patient and 113,235.94 CNY per medication therapy patient. The surgical and medication therapy patients lived 13.46 and 10.95 discounted QALYs, respectively. Bariatric surgery was associated with a mean health-care savings of 26,869.39 CNY and 2.51 additional QALYs per patient compared to medication therapy. Uncertainty around the parameter values was tested comprehensively in sensitivity analyses, and the results were robust. CONCLUSIONS Bariatric surgery is a dominant intervention over a 40-year time horizon, which leads to significant cost savings to the health insurance payer and increases in health benefits for the management of recently diagnosed T2DM in obese patients in China.
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Affiliation(s)
- Bin Wan
- Department of Health Insurance Management, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Nan Fang
- Department of Health Policy, School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Wei Guan
- Department of General Surgery, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Haixia Ding
- Department of Health Insurance Management, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Ying Wang
- Department of Health Policy, School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xin Ge
- Department of Health Policy, School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hui Liang
- Department of General Surgery, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xin Li
- Department of Health Policy, School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu, China
- Department of Clinical Pharmacy, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu, China
- Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yiyang Zhan
- The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
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Wang Y, Shi JF, Wang L, Yan Y, Yao H, Dai M, Chen T, Qu C. Cost-effectiveness analysis of hepatitis B vaccine booster in children born to HBsAg-positive mothers in rural China. Int J Infect Dis 2018; 78:130-139. [PMID: 30466898 DOI: 10.1016/j.ijid.2018.08.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 08/19/2018] [Accepted: 08/21/2018] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE In rural areas of China with highly endemic for hepatitis B virus (HBV) infection, protective efficacy was observed in adulthood when a one-dose HBV vaccine booster was administered to high-risk children born to mothers who were positive for hepatitis B surface antigen (HBsAg). The aim of this study was to estimate the cost-effectiveness of an HBV vaccine booster in this specific group of children when given at 10 years of age. METHODS Two potential strategies were considered: strategy 1 was a one-dose booster given if the child was negative on HBsAg screening; strategy 2 was a one-dose booster given if the child was negative on both HBsAg plus anti-HBs screening. A decision tree combined with a Markov model was developed to simulate the booster intervention process and to simulate the natural history of HBV infection in a cohort of 10-year-old children who were born to HBsAg-positive mothers. The model was calibrated based on multiple selected outcomes. Costs and quality-adjusted life years (QALYs) were measured from a societal perspective. Cost-effectiveness ratios (CERs) of the different strategies were compared in both base-case and one-way sensitivity analyses. RESULTS Compared to the current practice of 'no screening and no booster', both strategy 1 and strategy 2 were cost-saving, with CERs estimated at US$ -6961 and US$ -6872 per QALY gained, respectively. In the one-way sensitivity analysis for strategy 1, all the CERs were found to be less than US$ -5000 per QALY gained after considering the uncertainty of all the variables, including vaccination protective efficacy, natural history, behavior, and various costs and utility weights. In a 'worst case' scenario (all parameter values simultaneously being at the worst), the CER of strategy 1 increased to US$ 3263 per QALY gained, which was still less than the GDP per capita of China in 2016 (US$ 8126). CONCLUSIONS A hepatitis B vaccine booster given to children born to HBsAg-positive mothers in rural China would be cost-effective and could be considered in HBV endemic areas.
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Affiliation(s)
- Yuting Wang
- Immunology Department, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Ju-Fang Shi
- Office of Cancer Screening, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Le Wang
- Office of Cancer Screening, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Yongfeng Yan
- Qidong Liver Cancer Institute and Qidong People's Hospital, Qidong, Jiangsu, China.
| | - Hongyu Yao
- Qidong Liver Cancer Institute and Qidong People's Hospital, Qidong, Jiangsu, China.
| | - Min Dai
- Office of Cancer Screening, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Taoyang Chen
- Qidong Liver Cancer Institute and Qidong People's Hospital, Qidong, Jiangsu, China.
| | - Chunfeng Qu
- Immunology Department, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Cost-effectiveness of ALK testing and first-line crizotinib therapy for non-small-cell lung cancer in China. PLoS One 2018; 13:e0205827. [PMID: 30352060 PMCID: PMC6198972 DOI: 10.1371/journal.pone.0205827] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 10/02/2018] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Anaplastic lymphoma kinase (ALK) rearrangement gene testing is used increasingly to identify patients with advanced non-small-cell lung cancer (NSCLC) who are most likely to benefit from crizotinib. This study was to evaluate the cost-effectiveness of the ALK tests followed by crizotinib compared to the standard chemotherapy in advanced NSCLC from the Chinese healthcare system perspective. METHODS A 10-year Markov model was constructed to compare the costs and quality-adjusted life-years (QALYs) of crizotinib with standard chemotherapy, guided by the ALK rearrangement tests: next-generation sequencing (NGS) panel tests and multiplex polymerase chain reaction (PCR) testing. The health states included progression-free survival (PFS), progressed survival, and death. The costs examined included cost of drugs (pemetrexed, standard chemotherapy, salvage chemotherapy, and crizotinib), follow-up, palliative care, supportive care, severe adverse events, and ALK rearrangement testing. RESULTS Under Patient Assistance Program (PAP), the model demonstrated that the patients using NGS panel tests spent US $31,388 and gained 0.780 QALYs, whereas patients using multiplex PCR spent US $31,362 and gained 0.780 QALYs, respectively. The incremental cost-effectiveness ratios of crizotinib with PAP compared to the control strategy were projected at $14,384 (NGS) and $13,740 (multiplex PCR) per QALY gained, respectively. Sensitivity analyses showed the utility of PFS and the costs of crizotinib and pemetrexed were the most impactful factors on the model outcomes. The results were robust to changes in all parameters. CONCLUSION ALK-rearrangement test positive followed by crizotinib may be cost-effective compared to standard chemotherapy from the Chinese healthcare system perspective when PAP was available.
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Liu Y, Wang Z, Tobe RG, Lin H, Wu B. Cost Effectiveness of Daclatasvir Plus Asunaprevir Therapy for Chinese Patients with Chronic Hepatitis C Virus Genotype 1b. Clin Drug Investig 2018; 38:427-437. [PMID: 29417464 DOI: 10.1007/s40261-018-0621-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND OBJECTIVES Daclatasvir plus asunaprevir has shown superior efficacy and safety for treating hepatitis C virus genotype 1b infection in comparison with pegylated interferon and ribavirin. The objective of this analysis is to investigate the cost effectiveness of daclatasvir plus asunaprevir compared with interferon-α-based therapies from the perspective of the Chinese healthcare system. METHODS A Markov model was established to measure economic and health outcomes of daclatasvir plus asunaprevir compared with general interferon-α plus ribavirin and pegylated interferon plus ribavirin for hepatitis C virus genotype 1b infection. We also considered the two following scenarios: 24 weeks of daclatasvir plus asunaprevir used as a second-line treatment for ineligible/intolerant and non-responding patients with HCV during 48 weeks of first-line interferon-α plus ribavirin (interferon-α plus ribavirin and daclatasvir plus asunaprevir) or pegylated interferon plus ribavirin (pegylated interferon plus ribavirin and daclatasvir plus asunaprevir) treatment. Clinical costs and utility inputs were derived from the published literature. The incremental cost-effectiveness ratio was shown as costs in US dollars per quality-adjusted life-years gained. Uncertainty was examined by one-way and probabilistic sensitivity analyses. RESULTS Compared with interferon-α plus ribavirin, pegylated interferon and ribavirin, interferon-α plus ribavirin plus daclatasvir plus asunaprevir, and pegylated interferon plus ribavirin plus daclatasvir plus asunaprevir strategies, daclatasvir plus asunaprevir gained an additional 0.62, 0.32, 0.20, and 0.15 quality-adjusted life-year with increasing costs of US$11,950, US$671, US$8366, and -$3783, respectively. The incremental cost-effectiveness ratios of pegylated interferon and ribavirin, daclatasvir plus asunaprevir, interferon-α plus ribavirin and daclatasvir plus asunaprevir, and pegylated interferon plus ribavirin and daclatasvir plus asunaprevir against the baseline interferon-α plus ribavirin strategy were US$37,930, US$19,233, US$8495, and US$33,031 per quality-adjusted life-year gained. Daclatasvir plus asunaprevir and interferon-α plus ribavirin plus daclatasvir plus asunaprevir were presented as the cost-effective alternatives, and pegylated interferon plus ribavirin and pegylated interferon plus ribavirin and daclatasvir plus asunaprevir strategies dominated. The model outputs were sensitive to a patient's age, discount rate, and the risk ratio between pegylated interferon plus ribavirin and interferon-α plus ribavirin. CONCLUSIONS Daclatasvir plus asunaprevir in the Chinese setting is likely to be cost effective for treating hepatitis C virus genotype 1b infection.
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Affiliation(s)
- Yuchen Liu
- Department of Clinical Pharmacy, Shenyang Pharmaceutical University, Shenyang, China.,Medical Decision and Economic Group, Department of Pharmacy, Ren Ji Hospital, South Campus, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Zhenhua Wang
- Department of Gastroenterology, Ren Ji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Ruoyan Gai Tobe
- Department of Health Policy, National Center for Child Health and Development, Tokyo, Japan
| | - Houwen Lin
- Department of Clinical Pharmacy, Shenyang Pharmaceutical University, Shenyang, China. .,Medical Decision and Economic Group, Department of Pharmacy, Ren Ji Hospital, South Campus, School of Medicine, Shanghai Jiaotong University, Shanghai, China.
| | - Bin Wu
- Medical Decision and Economic Group, Department of Pharmacy, Ren Ji Hospital, South Campus, School of Medicine, Shanghai Jiaotong University, Shanghai, China.
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Cost-Effectiveness and Budget Impact Analysis of Apatinib for Advanced Metastatic Gastric Cancer from the Perspective of Health Insurance System. Gastroenterol Res Pract 2017; 2017:2816737. [PMID: 29317864 PMCID: PMC5727640 DOI: 10.1155/2017/2816737] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 10/26/2017] [Indexed: 02/07/2023] Open
Abstract
Objective This study evaluated the cost-effectiveness of apatinib in patients with chemotherapy-refractory mGC. Patients and Methods A Markov model was developed to simulate the clinical course of typical patients with chemotherapy-refractory metastatic gastric cancer (mGC). We estimated the 10-year quality-adjusted life-years (QALY), costs, and incremental cost-effectiveness ratios (ICER). Model inputs were derived from the published literature and government sources. Direct costs were estimated from the perspective of the Chinese health insurance system. A scenario analysis for a Patient Assistance Programme (PAP) was performed. Results Baseline analysis showed that apatinib increased the cost and QALYs by $7859 and 0.192, respectively, relative to conventional chemotherapy, resulting in an ICER of $40,997/QALY gained. When PAP was available, the ICER was $21,132/QALY. Probabilistic sensitivity analyses confirmed that apatinib with PAP achieved nearly 65% likelihood of cost-effectiveness at the threshold of $22,200. One-way sensitivity analyses demonstrated that the utility of progression-free survival was the most influential factor on the robustness of the model. Budget impact analysis estimated that the annual increase in fiscal expenditures would be approximately 0.45 million dollars. Conclusions Our analysis suggests that apatinib is likely cost-effective in patients with chemotherapy-refractory mGC when PAP is available.
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Goyal A, Murray JM. Roadmap to control HBV and HDV epidemics in China. J Theor Biol 2017; 423:41-52. [PMID: 28442239 DOI: 10.1016/j.jtbi.2017.04.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 04/02/2017] [Accepted: 04/06/2017] [Indexed: 01/14/2023]
Abstract
PURPOSE Hepatitis B virus (HBV) is endemic in China. Almost 10% of HBV infected individuals are also infected with hepatitis D virus (HDV) which has a 5-10 times higher mortality rate than HBV mono-infection. The aim of this manuscript is to devise strategies that can not only control HBV infections but also HDV infections in China under the current health care budget in an optimal manner. METHODS Using a mathematical model, an annual budget of $10billion was optimally allocated among five interventions namely, testing and HBV adult vaccination, treatment for mono-infected and dually-infected individuals, second line treatment for HBV mono-infections, and awareness programs. RESULTS We determine that the optimal strategy is to test and treat both infections as early as possible while applying awareness programs at full intensity. Under this strategy, an additional 19.8million HBV, 1.9million HDV infections and 0.25million lives will be saved over the next 10years at a cost-savings of $79billion than performing no intervention. Introduction of second line treatment does not add a significant economic burden yet prevents 1.4million new HBV infections and 15,000 new HDV infections. CONCLUSION Test and treatment programs are highly efficient in reducing HBV and HDV prevalence in the population. Under the current health budget in China, not only test and treat programs but awareness programs and second line treatment can also be implemented that minimizes prevalence and mortality, and maximizes economic benefits.
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Affiliation(s)
- Ashish Goyal
- School of Mathematics and Statistics, UNSW Australia, Sydney, NSW 2052, Australia.
| | - John M Murray
- School of Mathematics and Statistics, UNSW Australia, Sydney, NSW 2052, Australia
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Bradley BD, Jung T, Tandon-Verma A, Khoury B, Chan TCY, Cheng YL. Operations research in global health: a scoping review with a focus on the themes of health equity and impact. Health Res Policy Syst 2017; 15:32. [PMID: 28420381 PMCID: PMC5395767 DOI: 10.1186/s12961-017-0187-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 03/06/2017] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Operations research (OR) is a discipline that uses advanced analytical methods (e.g. simulation, optimisation, decision analysis) to better understand complex systems and aid in decision-making. Herein, we present a scoping review of the use of OR to analyse issues in global health, with an emphasis on health equity and research impact. A systematic search of five databases was designed to identify relevant published literature. A global overview of 1099 studies highlights the geographic distribution of OR and common OR methods used. From this collection of literature, a narrative description of the use of OR across four main application areas of global health - health systems and operations, clinical medicine, public health and health innovation - is also presented. The theme of health equity is then explored in detail through a subset of 44 studies. Health equity is a critical element of global health that cuts across all four application areas, and is an issue particularly amenable to analysis through OR. Finally, we present seven select cases of OR analyses that have been implemented or have influenced decision-making in global health policy or practice. Based on these cases, we identify three key drivers for success in bridging the gap between OR and global health policy, namely international collaboration with stakeholders, use of contextually appropriate data, and varied communication outlets for research findings. Such cases, however, represent a very small proportion of the literature found. CONCLUSION Poor availability of representative and quality data, and a lack of collaboration between those who develop OR models and stakeholders in the contexts where OR analyses are intended to serve, were found to be common challenges for effective OR modelling in global health.
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Affiliation(s)
- Beverly D Bradley
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada. .,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St, Toronto, ON, M5S 3E5, Canada.
| | - Tiffany Jung
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada.,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St, Toronto, ON, M5S 3E5, Canada
| | - Ananya Tandon-Verma
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Bassem Khoury
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Timothy C Y Chan
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada.,Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.,Centre for Healthcare Engineering, University of Toronto, Toronto, ON, Canada
| | - Yu-Ling Cheng
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada.,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St, Toronto, ON, M5S 3E5, Canada
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Wu B, Yao Y, Zhang K, Ma X. RAS testing and cetuximab treatment for metastatic colorectal cancer: a cost-effectiveness analysis in a setting with limited health resources. Oncotarget 2017; 8:71164-71172. [PMID: 29050352 PMCID: PMC5642627 DOI: 10.18632/oncotarget.17029] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 03/20/2017] [Indexed: 12/15/2022] Open
Abstract
PURPOSE To test the cost-effectiveness of cetuximab plus irinotecan, fluorouracil, and leucovorin (FOLFIRI) as first-line treatment in patients with metastatic colorectal cancer (mCRC) from a Chinese medical insurance perspective. RESULTS Baseline analysis showed that the addition of cetuximab increased quality-adjusted life-years (QALYs) by 0.63, an increase of $17,086 relative to FOLFIRI chemotherapy, resulting in an incremental cost-effectiveness ratio (ICER) of $27,145/QALY. When the patient assistance program (PAP) was available, the ICER decreased to $14,049/QALY, which indicated that the cetuximab is cost-effective at a willingness-to-pay threshold of China ($22,200/QALY). One-way sensitivity analyses showed that the median overall survival time for the cetuximab was the most influential parameter. METHODS A Markov model by incorporating clinical, utility and cost data was developed to evaluate the economic outcome of cetuximab in mCRC. The lifetime horizon was used, and sensitivity analyses were carried out to test the robustness of the model results. The impact of PAP was also evaluated in scenario analyses. CONCLUSIONS RAS testing with cetuximab treatment is likely to be cost-effective for patients with mCRC when PAP is available in China.
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Affiliation(s)
- Bin Wu
- Medical Decision and Economic Group, Department of Pharmacy, Ren Ji Hospital, South Campus, School of Medicine, Shanghai Jiaotong University, Shanghai, P.R. China
| | - Yuan Yao
- Department of Laboratory, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, P.R. China
| | - Ke Zhang
- Department of Medical Oncology, Qingdao Commercial Worker's Hospital, Qingdao, Shandong, P.R. China
| | - Xuezhen Ma
- Department of Medical Oncology, Qingdao Central Hospital, The Second Affiliated Hospital of Qingdao University Medical College, Qingdao, Shandong, P.R. China
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Cost-Effectiveness Comparison Between the Response-Guided Therapies and Monotherapies of Nucleos(t)ide Analogues for Chronic Hepatitis B Patients in China. Clin Drug Investig 2017; 37:233-247. [PMID: 27928739 DOI: 10.1007/s40261-016-0486-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND OBJECTIVE Nucleos(t)ide analogue (NA) monotherapies are typically used as the primary treatment for chronic hepatitis B (CHB) patients, including lamivudine (LAM), telbivudine (TBV), adefovir (ADV), entecavir (ETV) and tenofovir (TDF). For high-resistance NAs (LAM, TBV, ADV), they can generate excellent clinical outcomes by using response-guided therapy; however, their pharmacoeconomic profiles remain unclear in China. We aimed to evaluate the cost effectiveness between response-guided therapies and monotherapies of NAs for Chinese hepatitis B e-antigen (HBeAg)-positive and -negative CHB patients. METHODS We constructed a Markov model to simulate CHB progression associated with 12 treatment strategies using effectiveness and cost data from the published literature. We measured the lifetime costs, quality adjusted life-years (QALYs) and incremental cost-effectiveness ratios (ICERs). One-way sensitivity (especially to extend the range of the TDF price) and probabilistic sensitivity analyses were used to explore the uncertainties of the model. RESULTS For both HBeAg-positive and -negative patients, no treatment strategy generated the lowest lifetime costs (US$31,185-US$31,338) and QALYs (7.54-7.58). ETV and TDF monotherapies were not dominated by other treatments, whereas, the ICER of ETV monotherapy was the lowest (US$6112/QALY-US$8533/QALY). For each high-resistance NA, compared with its monotherapy, the ICERs of its response-guided therapies were below the willingness-to-pay threshold of US$22,833/QALY. Additionally, TDF monotherapy was the preferred treatment when its price dropped to US$1820/year or lower. CONCLUSION Among 12 treatment strategies evaluated, ETV monotherapy is the most cost-effective treatment for treatment-naive CHB patients in China. The response-guided therapies of high-resistance NAs are more cost-effective than their monotherapies.
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Qin G, Zhuang X. Cost-effectiveness of augmenting current perinatal hepatitis B prevention program with maternal antiviral therapy. Hepatology 2017; 65:1074-1075. [PMID: 27785834 DOI: 10.1002/hep.28904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Revised: 07/26/2016] [Accepted: 07/29/2016] [Indexed: 12/07/2022]
Affiliation(s)
- Gang Qin
- Center for liver Diseases, Nantong Third People's Hospital, Nantong University, Nantong, China.,Department of Epidemiology and Biostatistics, School of Public Health, Nantong University, Nantong, China
| | - Xun Zhuang
- Department of Epidemiology and Biostatistics, School of Public Health, Nantong University, Nantong, China
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Qin G, Shao JG. Community-based screening and treatment for chronic hepatitis B in sub-Saharan Africa. LANCET GLOBAL HEALTH 2016; 5:e34. [PMID: 27955780 DOI: 10.1016/s2214-109x(16)30305-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 09/27/2016] [Indexed: 10/20/2022]
Affiliation(s)
- Gang Qin
- Center for Liver Diseases, Nantong Third People's Hospital, Nantong University, Nantong, China; Department of Epidemiology and Biostatistics, School of Public Health, Nantong University, Nantong 226019, China.
| | - Jian-Guo Shao
- Center for Liver Diseases, Nantong Third People's Hospital, Nantong University, Nantong, China
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Zhang P, Yang Y, Wen F, Wheeler J, Fu P, Li Q. Cost-effectiveness analysis of antiviral therapy in patients with advanced hepatitis B virus-related hepatocellular carcinoma treated with sorafenib. J Gastroenterol Hepatol 2016; 31:1978-1985. [PMID: 27118432 DOI: 10.1111/jgh.13425] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/18/2016] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIM Antiviral therapy has been demonstrated to significantly improve the survival in patients with advanced hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC). The aim of the study was to investigate the cost-effectiveness of antiviral therapy in patients with advanced HBV-related HCC treated with sorafenib. METHODS To conduct the analysis, a Markov model comprising three health states (progression-free survival, progressive disease, and death) was created. The efficacy data were derived from medical records. Cost data were collected based on the Chinese national drug prices. Utility data came from the previously published studies. One-way sensitivity analyses as well as probabilistic sensitivity analyses were performed to explore model uncertainties. RESULTS In the base-case analysis, addition of antiviral therapy to sorafenib generated an effectiveness of 0.68 quality-adjusted life years (QALYs) at a cost of $25 026.04, while sorafenib monotherapy gained an effectiveness of 0.42 QALYs at a cost of $20 249.64. The incremental cost-effectiveness ratio (ICER) was $18 370.77/QALY for antiviral therapy group versus non-antiviral therapy group. On the other hand, the ICER between the two groups in patients with high or low HBV-DNA load, with or without cirrhosis, normal or elevated alanine aminotransferase/aspartate aminotransferase were $16 613.97/QALY, $19 774.16/QALY, $14 587.66/QALY, $19 873.84/QALY, $17 947.07/QALY, and $18 785.58/QALY, respectively. CONCLUSIONS Based on the cost-effectiveness threshold ($20 301.00/QALY in China), addition of antiviral therapy to sorafenib is considered to be a cost-effective option compared with sorafenib monotherapy in patients with advanced HBV-related HCC in China from the patient's perspective.
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Affiliation(s)
- Pengfei Zhang
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,West China Biostatistics and Cost-Benefit Analysis Center, Sichuan University, Chengdu, Sichuan, China
| | - Yu Yang
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,West China Biostatistics and Cost-Benefit Analysis Center, Sichuan University, Chengdu, Sichuan, China
| | - Feng Wen
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,West China Biostatistics and Cost-Benefit Analysis Center, Sichuan University, Chengdu, Sichuan, China
| | - John Wheeler
- School of Public Health, University of Michigan, Ann Arbor, Michigan, 48109, USA
| | - Ping Fu
- West China Biostatistics and Cost-Benefit Analysis Center, Sichuan University, Chengdu, Sichuan, China.,Division of Nephrology, Department of Internal Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qiu Li
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,West China Biostatistics and Cost-Benefit Analysis Center, Sichuan University, Chengdu, Sichuan, China
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Banerjee S, Gunda P, Drake RF, Hamed K. Telbivudine for the treatment of chronic hepatitis B in HBeAg-positive patients in China: a health economic analysis. SPRINGERPLUS 2016; 5:1719. [PMID: 27777855 PMCID: PMC5052247 DOI: 10.1186/s40064-016-3404-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2016] [Accepted: 09/28/2016] [Indexed: 01/13/2023]
Abstract
BACKGROUND Nucleos(t)ide analogs (NUCs) are the standard of care for chronic hepatitis B (CHB). The present analysis aimed to determine the cost effectiveness of NUCs in Chinese healthcare settings. METHODS A Markov model was used to simulate two therapeutic strategies for a hypothetical patient cohort diagnosed with hepatitis B e antigen-positive CHB, unwilling or unable to receive interferon therapy, and about to start treatment with any NUC. The first strategy included NUC monotherapy without sequencing (telbivudine [LDT], entecavir [ETV], tenofovir [TDF], lamivudine [LAM], adefovir dipivoxil [ADV], and combination therapies of either LDT and ADV or LDT and TDF, followed by best supportive care [BSC]). The second strategy included sequential therapies of individual NUCs: LAM → ADV, ADV → LAM, LDT → ADV, and ETV → ADV, followed by BSC. The analysis included two scenarios: with and without costs due to nephrotoxicity. Renal impact was quantified as costs alone, without consideration for quality of life decrements. RESULTS When renal impact was not considered, without treatment sequencing, LDT was cost effective compared with other NUCs. Amongst the strategies with sequencing, LDT → ADV was cost effective. The results were similar when renal impact was considered. However, LDT strategy demonstrated better cost effectiveness. In probabilistic sensitivity analysis, in both scenarios, LDT → ADV sequence was cost effective with 51 % probability even at willingness to pay of $20,000. CONCLUSION Use of LDT, as compared with other NUCs, is cost effective in CHB treatment in Chinese healthcare settings. Considering the detrimental renal impact, overall costs for all treatment options were increased. However, the increase for LDT was comparatively small.
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Affiliation(s)
- S Banerjee
- Novartis Healthcare Pvt. Ltd., Hyderabad, India
| | - P Gunda
- Novartis Healthcare Pvt. Ltd., Hyderabad, India
| | - R F Drake
- Novartis Pharma AG, Basel, Switzerland
| | - K Hamed
- Novartis Pharmaceuticals Corporation, East Hanover, NJ USA
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Zhang H, Huo M, Chao J, Liu P. Application of Bayesian Approach to Cost-Effectiveness Analysis of Antiviral Treatments in Chronic Hepatitis B. PLoS One 2016; 11:e0161936. [PMID: 27574976 PMCID: PMC5004843 DOI: 10.1371/journal.pone.0161936] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 08/15/2016] [Indexed: 12/22/2022] Open
Abstract
Background Hepatitis B virus (HBV) infection is a major problem for public health; timely antiviral treatment can significantly prevent the progression of liver damage from HBV by slowing down or stopping the virus from reproducing. In the study we applied Bayesian approach to cost-effectiveness analysis, using Markov Chain Monte Carlo (MCMC) simulation methods for the relevant evidence input into the model to evaluate cost-effectiveness of entecavir (ETV) and lamivudine (LVD) therapy for chronic hepatitis B (CHB) in Jiangsu, China, thus providing information to the public health system in the CHB therapy. Methods Eight-stage Markov model was developed, a hypothetical cohort of 35-year-old HBeAg-positive patients with CHB was entered into the model. Treatment regimens were LVD100mg daily and ETV 0.5 mg daily. The transition parameters were derived either from systematic reviews of the literature or from previous economic studies. The outcome measures were life-years, quality-adjusted lifeyears (QALYs), and expected costs associated with the treatments and disease progression. For the Bayesian models all the analysis was implemented by using WinBUGS version 1.4. Results Expected cost, life expectancy, QALYs decreased with age. Cost-effectiveness increased with age. Expected cost of ETV was less than LVD, while life expectancy and QALYs were higher than that of LVD, ETV strategy was more cost-effective. Costs and benefits of the Monte Carlo simulation were very close to the results of exact form among the group, but standard deviation of each group indicated there was a big difference between individual patients. Conclusions Compared with lamivudine, entecavir is the more cost-effective option. CHB patients should accept antiviral treatment as soon as possible as the lower age the more cost-effective. Monte Carlo simulation obtained costs and effectiveness distribution, indicate our Markov model is of good robustness.
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Affiliation(s)
- Hua Zhang
- Department of Medical Insurance, School of Public Health, Southeast University, Nanjing, Jiangsu, China
| | - Mingdong Huo
- Zhongda Hospital Affiliated to Southeast University, Nanjing, Jiangsu, China
| | - Jianqian Chao
- Department of Medical Insurance, School of Public Health, Southeast University, Nanjing, Jiangsu, China
| | - Pei Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, Jiangsu, China.,Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing, China
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Li T, Liu M, Ben H, Xu Z, Zhong H, Wu B. Clopidogrel versus aspirin in patients with recent ischemic stroke and established peripheral artery disease: an economic evaluation in a Chinese setting. Clin Drug Investig 2016; 35:365-74. [PMID: 25985838 DOI: 10.1007/s40261-015-0290-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND OBJECTIVES Clopidogrel or aspirin are indicated for patients with recent ischemic stroke (IS) or established peripheral artery disease (PAD). We compared the cost effectiveness of clopidogrel with that of aspirin in Chinese patients with recent IS or established PAD. METHODS A discrete-event simulation was developed to evaluate the economic implications of secondary prevention with clopidogrel versus aspirin. All available evidence was derived from clinical studies. Costs from a Chinese healthcare perspective in 2013 US dollars and quality-adjusted life-years (QALYs) were projected over patients' lifetimes. Uncertainties were addressed using sensitivity analyses. RESULTS Compared with aspirin, clopidogrel yielded a marginally increased life expectancy by 0.46 and 0.21 QALYs at an incremental cost-effectiveness ratio of $US5246 and $US9890 per QALY in patients with recent IS and established PAD, respectively. One-way sensitivity analyses showed that the evaluation of patients with PAD and recent IS was robust except for the parameter of patient age. Given a willingness-to-pay of $US19,877 per QALY gained, clopidogrel had a probability of 90 and 68% of being cost effective in the recent IS or established PAD subgroups compared with aspirin, respectively. CONCLUSIONS The analysis suggests that clopidogrel for secondary prevention is cost effective for patients with either PAD or recent IS in a Chinese setting in comparison with aspirin.
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Affiliation(s)
- Te Li
- Department of Pharmacy, Yuxi People's Hospital, affiliated with the Kunming Medical College, Yuxi, China,
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Ke W, Zhang C, Liu L, Gao Y, Yao Z, Ye X, Zhou S, Yang Y. Cost-effectiveness analysis of tenofovir disoproxil fumarate for treatment of chronic hepatitis B in China. Hepatol Int 2016; 10:924-936. [PMID: 27271357 DOI: 10.1007/s12072-016-9741-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Accepted: 05/17/2016] [Indexed: 12/26/2022]
Abstract
BACKGROUND Tenofovir disoproxil fumarate (TDF) is newly available for treatment of chronic hepatitis B patients in China. To date, no study has been conducted to examine the cost-effectiveness of this treatment. The aim of this study was to estimate the cost-effectiveness of TDF versus four oral nucleos(t)ide analogs [lamivudine (LAM), adefovir (ADV), telbivudine (LdT), and entecavir (ETV)] and from a pharmacoeconomic perspective to assess current drug pricing for TDF. METHODS Based on Chinese healthcare perspectives, a Markov model was applied to simulate the lifetime (40-year time span) costs and quality-adjusted life-years (QALYs) for five different monotherapy strategies. Two kinds of rescue combination strategies (base-case: LAM + ADV then ETV + ADV; alternative: directly using ETV + ADV) were separately considered for treatment of patients refractory to monotherapy. Model parameters (including disease transition, cost, and utility) were obtained from previous Chinese population studies. Both branded and generic drugs were separately analyzed. Study model uncertainties were assessed by one-way and probabilistic sensitivity analyses. Two-way sensitivity analysis was used to explore uncertainties between efficacy and price of TDF. RESULTS In the base-case analysis, the lowest lifetime cost and the best cost-effectiveness ratio were obtained by ETV, which was considered the reference treatment. LAM, ADV, and LdT treatments had significantly greater costs and lower efficacies. Compared to ETV, TDF was more effective but also more expensive. The incremental cost-effectiveness ratios of TDF versus ETV were much higher than the willing-to-pay threshold of $20,466 US dollars (USD) per QALY gained (3 × gross domestic product per capita of China, 2014). TDF would be the most cost-effective strategy if the annual cost did not exceed $2260 USD and $1600 USD for branded and generic drugs, respectively. CONCLUSIONS For Chinese chronic hepatitis B patients, ETV is still the most cost-effective strategy over TDF and other nucleos(t)ide analogs, with a threshold of $20,466 USD/QALY gained.
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Affiliation(s)
- Weixia Ke
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Chi Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Li Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Yanhui Gao
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Zhenjiang Yao
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Xiaohua Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Shudong Zhou
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
| | - Yi Yang
- Department of Epidemiology and Health Statistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China.
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Lu S, Zhang J, Ye M, Wang B, Wu B. Economic analysis of ALK testing and crizotinib therapy for advanced non-small-cell lung cancer. Pharmacogenomics 2016; 17:985-94. [PMID: 27266545 DOI: 10.2217/pgs-2016-0017] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Aim: The economic outcome of crizotinib in advanced non–small-cell lung cancer harboring anaplastic lymphoma kinase rearrangement would be investigated. Materials & methods: Based on a mathematical model, the economic outcome of three techniques for testing ALK gene rearrangement combing with crizotinib would be evaluated and compared with traditional regimen. The impact of the crizotinib patient assistance program (PAP) was assessed. Results: Ventana immunohistochemistry, quantitative real-time reverse transcription-polymerase chain reaction and IHC testing plus fluorescent in situ hybridization confirmation for anaplastic lymphoma kinase testing following crizotinib treatment leaded to the incremental cost–effectiveness ratios of US$16,820 and US$223,242, US$24,424 and US$223,271, and US$16,850 and US$254,668 per quality-adjusted life-year gained with and without PAP, respectively. Conclusion: Gene-guided crizotinib therapy might be a cost-effective alternative comparing with the traditional regimen in the PAP setting.
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Affiliation(s)
- Shun Lu
- Shanghai Lung Cancer Center, Shanghai Chest Hospital Affiliated to Shanghai Jiaotong University, 241 West Huaihai Road, Shanghai, China
| | - Jie Zhang
- Department of Pathology, Shanghai Chest Hospital Affiliated to Shanghai Jiaotong University, 241 West Huaihai Road, Shanghai, China
| | - Ming Ye
- Department of Clinical Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, 160 Pujian Road, Shanghai, China
| | - Baoai Wang
- Eviden Health Inc., 60 Middle Sihuan Road, Beijing, China
| | - Bin Wu
- Medical Decision & Economic Group, Department of Pharmacy, Renji Hospital, School of Medicine, Shanghai Jiaotong University, 160 Pujian Road, Shanghai, China
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Goyal A, Murray JM. Cost-Effectiveness of Peg-Interferon, Interferon and Oral Nucleoside Analogues in the Treatment of Chronic Hepatitis B and D Infections in China. Clin Drug Investig 2016; 36:637-48. [DOI: 10.1007/s40261-016-0409-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Zhang C, Ke W, Liu L, Gao Y, Yao Z, Ye X, Zhou S, Yang Y. Cost-effectiveness comparison of lamivudine plus adefovir combination treatment and nucleos(t)ide analog monotherapies in Chinese chronic hepatitis B patients. Drug Des Devel Ther 2016; 10:897-910. [PMID: 27041994 PMCID: PMC4780199 DOI: 10.2147/dddt.s98200] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND/AIM Lamivudine (LAM) plus adefovir (ADV) combination therapy is clinically efficacious for treating chronic hepatitis B (CHB) patients in China, but no pharmacoeconomic evaluations of this strategy are available. The aim of this study was to examine the cost-effectiveness of LAM plus ADV combination treatment compared with five other nucleos(t)ide analog monotherapies (LAM, ADV, telbivudine [TBV], entecavir [ETV], and tenofovir [TDF]). METHODS To simulate the lifetime (40-year time span) costs and quality-adjusted life-years (QALYs) for different therapy options, a Markov model that included five initial monotherapies and LAM plus ADV combination as an initial treatment was developed. Two kinds of rescue combination strategies (base-case: LAM + ADV then ETV + ADV; alternative: direct use of ETV + ADV) were considered separately for treating patients refractory to initial therapy. One-way and probabilistic sensitivity analyses were used to explore model uncertainties. RESULTS In base-case analysis, ETV had the lowest lifetime cost and served as the reference therapy. Compared to the reference, LAM, ADV, and TBV had higher costs and lower efficacy, and were completely dominated by ETV. LAM plus ADV combination therapy or TDF was more efficacious than ETV, but also more expensive. Although the incremental cost-effectiveness ratios of combination therapy or TDF were both higher than the willingness-to-pay threshold of $20,466/QALY gained for the reference treatment, in an alternative scenario analysis LAM plus ADV combination therapy would be the preferable treatment option. CONCLUSION ETV and LAM plus ADV combination therapy are both cost-effective strategies for treating Chinese CHB patients.
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Affiliation(s)
- Chi Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Weixia Ke
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Li Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Yanhui Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Zhenjiang Yao
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Xiaohua Ye
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Shudong Zhou
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Yi Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
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Moshyk A, Martel MJ, Tahami Monfared AA, Goeree R. Cost-effectiveness of daclatasvir plus sofosbuvir-based regimen for treatment of hepatitis C virus genotype 3 infection in Canada. J Med Econ 2016; 19:181-92. [PMID: 26453248 DOI: 10.3111/13696998.2015.1106546] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE New regimens for the treatment of chronic hepatitis C virus (HCV) genotype 3 have demonstrated substantial improvement in sustained virologic response (SVR) compared with existing therapies, but are considerably more expensive. The objective of this study was to evaluate the cost-effectiveness of two novel all-oral, interferon-free regimens for the treatment of patients with HCV genotype 3: daclatasvir plus sofosbuvir (DCV + SOF) and sofosbuvir plus ribavirin (SOF + RBV), from a Canadian health-system perspective. METHODS A decision analytic Markov model was developed to compare the effect of various treatment strategies on the natural history of the disease and their associated costs in treatment-naïve and treatment-experienced patients. Patients were initially distributed across fibrosis stages F0-F4, and may incur disease progression through fibrosis stages and on to end-stage liver disease complications and death; or may achieve SVR. Clinical efficacy, health-related quality-of-life, costs, and transition probabilities were based on published literature. Probabilistic sensitivity analysis was performed to assess parameter uncertainty associated with the analysis. RESULTS In treatment-naive patients, the expected quality-adjusted life years (QALYs) for interferon-free regimens were higher for DCV + SOF (12.37) and SOF + RBV (12.48) compared to that of pINF + RBV (11.71) over a lifetime horizon, applying their clinical trial treatment durations. The expected costs were higher for DCV + SOF ($170,371) and SOF + RBV ($194,776) vs pINF + RBV regimen ($90,905). Compared to pINF + RBV, the incremental cost-effectiveness ratios (ICER) were $120,671 and $135,398 per QALYs for DCV + SOF and SOF + RBV, respectively. In treatment-experienced patients, DCV + SOF regimen dominated the SOF + RBV regimen. Probabilistic sensitivity analysis indicated a 100% probability that a DCV + SOF regimen was cost saving in treatment-experienced patients. CONCLUSION Daclatasvir plus sofosbuvir is a safe and effective option for the treatment of chronic HCV genotype 3 patients. This regimen could be considered a cost-effective option following a first-line treatment of peg-interferon/ribavirin treatment experienced patients with HCV genotype-3 infection.
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Affiliation(s)
- A Moshyk
- a a BMS Canada, Market Access and Public Affairs , Saint-Laurent, Quebec , Canada
| | - M-J Martel
- a a BMS Canada, Market Access and Public Affairs , Saint-Laurent, Quebec , Canada
| | - A A Tahami Monfared
- a a BMS Canada, Market Access and Public Affairs , Saint-Laurent, Quebec , Canada
| | - R Goeree
- b b Goeree Consulting and Professor Emeritus, McMaster University , Hamilton , Ontario , Canada
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Zhang C, Ke W, Gao Y, Zhou S, Liu L, Ye X, Yao Z, Yang Y. Cost-effectiveness analysis of antiviral therapies for hepatitis B e antigen-positive chronic hepatitis B patients in China. Clin Drug Investig 2015; 35:197-209. [PMID: 25672930 DOI: 10.1007/s40261-015-0273-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND OBJECTIVE Several antiviral therapies are now available for patients with chronic hepatitis B (CHB), but the most cost-effective strategy for Chinese patients is unclear. The aim of this study was to estimate the long-term cost effectiveness of the antiviral treatments (lamivudine, adefovir, telbivudine and entecavir) for hepatitis B e antigen (HBeAg)-positive CHB patients in China. METHODS A Markov model was used to simulate the life-time (41-year time span) costs and effectiveness associated with antiviral treatments from the perspective of Chinese healthcare. Relative model parameters were derived from Chinese population studies. Costs and effectiveness were discounted at 5 %. The highest retail prices for generic and branded drug prices were also considered. Probabilistic sensitivity analysis and one-way sensitivity analysis were used to explore model uncertainties. RESULTS In the base-case analysis, the least quality-adjusted life years (QALYs) were obtained with adefovir as the reference strategy. Lamivudine generated the highest incremental cost-effectiveness ratio (ICER), with an additional US$35,000 needed to gain one additional QALY for generic drugs and US$36,000 for branded drugs. Entecavir had the lowest ICER of US$7,600 and US$9,100, respectively. The projected 10-year cumulative incidences of compensated cirrhosis, decompensated cirrhosis, hepatocellular carcinoma (HCC) and mortality for entecavir were lower than the other strategies. In probabilistic sensitivity analyses, entecavir was the preferred option at a threshold of US$18,924 per QALY. CONCLUSIONS In patients with HBeAg-positive CHB in China, entecavir is a cost-effective option compared with other therapies for CHB.
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Affiliation(s)
- Chi Zhang
- Department of Epidemiology and Biostatistics and Guangdong Key Lab of Molecular Epidemiology, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, 510310, Guangdong, China
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Wu B, Li J, Wu H. Strategies to Screen for Diabetic Retinopathy in Chinese Patients with Newly Diagnosed Type 2 Diabetes: A Cost-Effectiveness Analysis. Medicine (Baltimore) 2015; 94:e1989. [PMID: 26559285 PMCID: PMC4912279 DOI: 10.1097/md.0000000000001989] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
To investigate the cost-effectiveness of different screening intervals for diabetic retinopathy (DR) in Chinese patients with newly diagnosed type 2 diabetes mellitus (T2DM). Chinese healthcare system.Chinese general clinical setting. A cost-effectiveness model was developed to simulate the disease course of Chinese population with newly diagnosed with diabetes. Different DR screening programs were modeled to project economic outcomes. To develop the economic model, we calibrated the progression rates of DR that fit Chinese epidemiologic data derived from the published literature. Costs were estimated from the perspective of the Chinese healthcare system, and the analysis was run over a lifetime horizon. One-way and probabilistic sensitivity analyses were performed. Total costs, vision outcomes, costs per quality-adjusted life year (QALY), the incremental cost-effectiveness ratio (ICER) of screening strategies compared to no screening. DR screening is effective in Chinese patients with newly diagnosed T2DM, and screen strategies with ≥4-year intervals were cost-effective (ICER <$7,485 per QALY) compared to no screening. Screening every 4 years produced the greatest increase in QALYs (11.066) among the cost-effective strategies. The screening intervals could be varied dramatically by age at T2DM diagnosis. Probabilistic sensitivity analyses demonstrated the consistency and robustness of the cost-effectiveness of the 4-year interval screening strategy. The findings suggest that a 4-year interval screening strategy is likely to be more cost-effective than screening every 1 to 3 years in comparison with no screening in the Chinese setting. The screening intervals might be tailored according to the age at T2DM diagnosis.
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Affiliation(s)
- Bin Wu
- From the Medical Decision and Economic Group, Department of Pharmacy (BW); Department of Ophthalmology, Ren Ji Hospital, affiliated with the School of Medicine, Shanghai Jiaotong University, Shanghai (JL); and Department of Ophthalmology, Eye & ENT Hospital of Fudan University, Shanghai, China (HW)
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Yin J, Ji Z, Liang P, Wu Q, Cui F, Wang F, Liang X, Zhuang G. The doses of 10 μg should replace the doses of 5 μg in newborn hepatitis B vaccination in China: A cost-effectiveness analysis. Vaccine 2015; 33:3731-8. [PMID: 26057138 DOI: 10.1016/j.vaccine.2015.05.082] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2015] [Revised: 05/11/2015] [Accepted: 05/27/2015] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To identify whether Chinese current series of three 5 μg doses for newborn hepatitis B vaccination should be replaced by the series of three 10 μg doses. METHODS A cost-effectiveness analysis was conducted from the societal perspective based on the constructed decision tree-Markov model. Model parameters were estimated from published literatures, government documents and our surveys. The expected cost and effectiveness were compared between the 3-dose 5 μg series (the 5 μg strategy) and the 3-dose 10 μg series (the 10 μg strategy), and the incremental cost-effectiveness ratio (ICER, additional cost per quality-adjusted life-years gained) was calculated. Threshold values of the efficacy difference of the two series for the ICER=0, 1 and 3 times per capita gross domestic product were analyzed under different scenarios to understand whether the 10 μg strategy should replace the 5 μg strategy according to the recommendation of World Health Organization. RESULTS The 10 μg strategy would be cost-saving compared with the 5 μg strategy under the base-case scenario. Under keeping all the other parameters at the base-case values or further adjusting any one of them to the value most unfavorable to the 10 μg strategy, as long as the efficacy of 3-dose 10 μg series was slightly higher than that of 3-dose 5 μg series, the 10 μg strategy would be cost-effective, highly cost-effective, or even cost-saving. Even under the most pessimistic scenario, i.e. all the other parameters, but the discount rate, at the values most unfavorable to the 10 μg strategy, the 10 μg strategy would be cost-effective if the efficacy difference reached higher than 1.23 percentage point. CONCLUSION For newborn hepatitis B vaccination in China, the 10 μg strategy should be cost-effective, even more possibly highly cost-effective or cost-saving compared with the current 5 μg strategy. The doses of 10 μg should be considered to replace the doses of 5 μg in newborn hepatitis B vaccination in China.
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Affiliation(s)
- Juan Yin
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China
| | - Zhenhao Ji
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China
| | - Peifeng Liang
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China
| | - Qian Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China
| | - Fuqiang Cui
- Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Fuzhen Wang
- Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Xiaofeng Liang
- Chinese Center for Disease Control and Prevention, Beijing 100050, China
| | - Guihua Zhuang
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China.
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Gater A, Kitchen H, Heron L, Pollard C, Håkan-Bloch J, Højbjerre L, Hansen BB, Strandberg-Larsen M. Development of a conceptual model evaluating the humanistic and economic burden of Crohn's disease: implications for patient-reported outcomes measurement and economic evaluation. Expert Rev Pharmacoecon Outcomes Res 2015; 15:643-56. [PMID: 25985850 DOI: 10.1586/14737167.2015.1045883] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The primary objective of this review is to develop a conceptual model for Crohn's disease (CD) outlining the disease burden for patients, healthcare systems and wider society, as reported in the scientific literature. A search was conducted using MEDLINE, PsycINFO, EconLit, Health Economic Evaluation Database and Centre for Reviews and Dissemination databases. Patient-reported outcome (PRO) measures widely used in CD were reviewed according to the US FDA PRO Guidance for Industry. The resulting conceptual model highlights the characterization of CD by gastrointestinal disturbances, extra-intestinal and systemic symptoms. These symptoms impact physical functioning, ability to complete daily activities, emotional wellbeing, social functioning, sexual functioning and ability to work. Gaps in conceptual coverage and evidence of reliability and validity for some PRO measures were noted. Review findings also highlight the substantial direct and indirect costs associated with CD. Evidence from the literature confirms the substantial burden of CD to patients and wider society; however, future research is still needed to further understand burden from the perspective of patients and to accurately understand the economic burden of disease. Challenges with existing PRO measures also suggest the need for future research to refine or develop new measures.
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Affiliation(s)
- Adam Gater
- Adelphi Values Ltd, Adelphi Mill, Grimshaw Lane, Bollington, Cheshire, UK
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Xi ZF, Xia Q. Recent advances in prevention of hepatitis B recurrence after liver transplantation. World J Gastroenterol 2015; 21:829-835. [PMID: 25624716 PMCID: PMC4299335 DOI: 10.3748/wjg.v21.i3.829] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2014] [Revised: 08/31/2014] [Accepted: 12/08/2014] [Indexed: 02/06/2023] Open
Abstract
Liver transplantation is the only effective treatment for hepatitis B virus (HBV)-related end-stage liver disease. However, without antiviral prophylaxis, the recurrence rate of hepatitis B is as high as 80%-100%, which leads to a 50% mortality rate in the first 2 years after liver transplantation. Combination therapy of hepatitis B immunoglobulin (HBIG) and lamivudine demonstrated a higher efficacy of prophylaxis and further reduced the rate of recurrence to < 10%. The strategy of HBIG combined with lamivudine has been the standard treatment in many centers. However, the high rate of lamivudine resistance and the many disadvantages of HBIG have compelled surgeons to reconsider the long-term efficacy of this strategy for the prevention of HBV reinfection. Recently, new nucleos(t)ide analogues, such as entecavir and tenofovir, have been approved as first-line monotherapies for the treatment of chronic hepatitis B infection. These antiviral medicines have replaced lamivudine as the first choice in the prevention of HBV recurrence after liver transplantation. Various therapies that are composed of entecavir, tenofovir, and lamivudine plus adefovir, with or without HBIG have been adopted in several liver transplant centers. This article reviews the recent advances in prophylaxis for the recurrence of hepatitis B after liver transplantation.
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Howell J, Van Gemert C, Lemoine M, Thursz M, Hellard M. Overview of hepatitis B prevalence, prevention, and management in the Pacific Islands and Territories. J Gastroenterol Hepatol 2014; 29:1854-66. [PMID: 25131570 DOI: 10.1111/jgh.12684] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/17/2014] [Indexed: 12/18/2022]
Abstract
There are over 500-750 000 deaths per year because of hepatitis B virus (HBV)-related cirrhosis and liver cancer worldwide and the World Health Organization Western Pacific Region has some of the highest endemic levels of HBV in the world, particularly within China, South East Asia and Pacific Island Countries and Territories (PICT). The PICT have unique ethnic diversity and a very high prevalence of smoking and metabolic syndrome, both important risk factors for liver fibrosis and liver cancer. However, in contrast to many Asian countries, there is little published data on HBV prevalence and related liver disease burden in PICT. In this review, the available published literature and World Health Organization data for HBV prevalence and related liver disease and liver cancer burden in PICT is outlined, and unmet needs for improving HBV prevention and control in the region are highlighted.
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Affiliation(s)
- Jessica Howell
- Department of Medicine, Imperial College, London, UK; Department of Hepatology, St. Mary's Hospital, London, UK; The Macfarlane-Burnet Institute, Melbourne, Victoria, Australia; Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
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Toy M, Salomon JA, Jiang H, Gui H, Wang H, Wang J, Richardus JH, Xie Q. Population health impact and cost-effectiveness of monitoring inactive chronic hepatitis B and treating eligible patients in Shanghai, China. Hepatology 2014; 60:46-55. [PMID: 24990105 DOI: 10.1002/hep.26934] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Accepted: 11/13/2013] [Indexed: 12/20/2022]
Abstract
UNLABELLED Inactive chronic hepatitis B (CHB) carriers make up the largest group of hepatitis B virus-infected patients, and China bears the largest total CHB burden of any country. We therefore assessed the population health impact and cost-effectiveness of a strategy of lifelong monitoring for inactive CHB and treatment of eligible patients in Shanghai, China. We used a computer simulation model to project health outcomes among a population cohort of CHB based on age-specific prevalence of hepatitis B surface antigen (HBsAg), hepatitis B e antigen (HBeAg), and cirrhosis. Using a Markov model we simulated patients' progression through a discrete series of health states, and compared current practice to a monitor and treat (M&T) strategy. We measured lifetime costs and quality-adjusted life years (QALYs) (both discounted at 3% per year), incremental cost-effectiveness ratios (ICERs), and clinical outcomes such as development of hepatocellular carcinoma (HCC). We estimated that there are 1.5 million CHB-infected persons in Shanghai. The M&T strategy costs US$20,730 per patient and yields a discounted QALY of 15.45, which represents incremental costs and health benefits of US$275 and 0.10 QALYs compared to current practice, and an ICER of US$2,996 per QALY gained. In the base case, we estimated that the M&T strategy will reduce HCC and CHB-related mortality by only around 1%. If variables such as adherence to monitoring and treatment could be substantially improved the M&T strategy could reduce HCC by 70% and CHB-related mortality by 83%. CONCLUSION Lifelong monitoring of inactive CHB carriers is cost-effective in Shanghai according to typical benchmarks for value for money, but achieving substantial population-level health gains depends on identifying more CHB-infected cases in the population, and increasing rates of treatment, monitoring, and treatment adherence.
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Affiliation(s)
- Mehlika Toy
- Department of Global Health and Population, Harvard School of Public Health, Boston, MA, USA; Department of Public Health, Erasmus Medical Centre, Rotterdam, the Netherlands
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Ma YL, Wang JH, Cheng YQ, Yin LJ, Liu XN, Li LT. Selected Quality Properties and Angiotensin I-Converting Enzyme Inhibitory Activity of Low-Salt Sufu, A New Type of Chinese Fermented Tofu. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2014. [DOI: 10.1080/10942912.2013.780253] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Li H, Ngorsuraches S. Revisit What Is Next for Pharmacoeconomics and Outcomes Research in Asia. Value Health Reg Issues 2014; 3:1-4. [DOI: 10.1016/j.vhri.2013.04.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Jiang S, Ma X, Desai P, Yang L, Rascati K. A Systematic Review on the Extent and Quality of Pharmacoeconomic Publications for China. Value Health Reg Issues 2014; 3:79-86. [DOI: 10.1016/j.vhri.2014.02.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Jia Y, Li L, Cui F, Zhang D, Zhang G, Wang F, Gong X, Zheng H, Wu Z, Miao N, Sun X, Zhang L, Lv J, Yang F. Cost-effectiveness analysis of a hepatitis B vaccination catch-up program among children in Shandong Province, China. Hum Vaccin Immunother 2014; 10:2983-91. [PMID: 25483678 PMCID: PMC5443099 DOI: 10.4161/hv.29944] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 07/02/2014] [Accepted: 07/15/2014] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE The aim of the study was to estimate long-term cost‑effectiveness of a hepatitis B vaccination catch-up program among children born between 1994 and 2001 (when they were 8‑15 y old) in Shandong province, China, to provide information for nationwide evaluation and future policy making. METHODS We determined the cost-effectiveness of the catch-up program compared with the status quo (no catch-up program). We combined a Decision Tree model and a Markov model to simulate vaccination and clinical progression after hepatitis B virus (HBV) infection. Parameters in the models were from the literature, a field survey, program files, and the National Notifiable Disease Reporting System (NNDRS). The incremental cost‑effectiveness ratio (ICER) was used to compare the 2 alternative strategies. One-way sensitivity analysis, 2-way sensitivity analysis, and probability sensitivity analysis were used to assess parameter uncertainties. RESULTS The catch-up program was dominant compared with the status quo. Using a total of 5.53 million doses of vaccines, the catch-up program could prevent 21,865 cases of symptomatic acute hepatitis B, 3,088 carrier states with positive hepatitis B surface antigen (HBsAg), and 812 deaths due to HBV infection. The catch-up program could add 28,888 quality-adjusted life years (QALYs) and save $192.01 million in the targeted population in the future. The models were robust, considering parameter uncertainties. CONCLUSION The catch-up program in Shandong province among children born between 1994 and 2001 was 'very cost-saving.' It could save life years and reduce total future costs. Our study supported the desirability and impact of such a catch-up program throughout China.
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Key Words
- Anti-HBs, Antibody to Hepatitis B Surface Antigen
- CC, Compensated Cirrhosis
- CHB, Chronic Hepatitis B
- Cost-effectiveness Analysis
- DC, Decompensated Cirrhosis
- GAVI, Global Alliance on Vaccines and Immunization
- GDP, Gross Domestic Product; BCR, Benefit-Cost Ratio
- HBV, Hepatitis B Virus
- HBsAg, Hepatitis B Surface Antigen
- HCC, Hepatocellular Carcinoma
- HRQoL, Health-Related Quality of Life
- HepB3, 3-dose Coverage of Hepatitis B Vaccine
- ICER
- ICER, Incremental Cost-Effectiveness Ratio
- LT-1, the Year of Liver Transplantation
- LT-2, Years after Liver Transplantation
- MOH, Ministry of Health
- NNDRS, National Notifiable Diseases Reporting System
- QALY
- QALYs, Quality-Adjusted Life Years
- catch-up program
- hepatitis B virus
- vaccination
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Affiliation(s)
- Yuanxi Jia
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Li Li
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Fuqiang Cui
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Dongliang Zhang
- Ningbo Center for Disease Control and Prevention; Ningbo, Zhejiang, China
| | - Guomin Zhang
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Fuzhen Wang
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Xiaohong Gong
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Hui Zheng
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Zhenhua Wu
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Ning Miao
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Xiaojin Sun
- Chinese Center for Disease Control and Prevention; Beijing, China
| | - Li Zhang
- Shandong Center for Disease Control and Prevention; Jinan, Shandong, China
| | - Jingjing Lv
- Shandong Center for Disease Control and Prevention; Jinan, Shandong, China
| | - Feng Yang
- Qingdao Center for Disease Control and Prevention; Qingdao, Shandong, China
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Wang J. Clinical utility of entecavir for chronic hepatitis B in Chinese patients. DRUG DESIGN DEVELOPMENT AND THERAPY 2013; 8:13-24. [PMID: 24376343 PMCID: PMC3865082 DOI: 10.2147/dddt.s41423] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The People's Republic of China has one of the highest rates of hepatitis B virus (HBV) infection. This review summarizes recent data from studies of entecavir, one of the recommended first-line oral therapies for treating chronic hepatitis B, in Chinese HBV-infected patients. Long-term treatment with entecavir is efficacious and well tolerated, and studies comparing entecavir with other nucleos(t)ide therapies, such as lamivudine, adefovir, and telbivudine, demonstrate superior antiviral effects for entecavir therapy and comparable safety profiles. Entecavir monotherapy and combination treatment with other nucleos(t) ide analogs has been shown to be efficacious in the treatment of lamivudine-resistant and adefovir-resistant patients with HBV infection, as well as in patients with multidrug-resistant disease. Entecavir has also been shown to be effective in patients with HBV-associated clinical morbidity, including cirrhosis and liver failure, as well as in preventing recurrence of HBV following liver transplantation and in preventing reactivation of HBV after immunosuppres-sive therapy. Although the cost of anti-HBV therapy is a particular concern in the People's Republic of China, a number of studies have recently demonstrated that entecavir (particularly long-term therapy) represents a more cost-effective treatment strategy compared with other nucleos(t)ide therapies. Further research is required to assess the effects of entecavir combination therapy on hepatitis B surface antigen clearance, and in drug-resistant patients in the People's Republic of China.
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Affiliation(s)
- Jiyao Wang
- Zhongshan Hospital, Fudan University, Shanghai, Key Laboratory of Medical, Molecular Virology of MOE/MOH, Shanghai, People's Republic of China
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Toy M. Cost-effectiveness of viral hepatitis B & C treatment. Best Pract Res Clin Gastroenterol 2013; 27:973-85. [PMID: 24182615 DOI: 10.1016/j.bpg.2013.08.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Revised: 07/16/2013] [Accepted: 08/26/2013] [Indexed: 01/31/2023]
Abstract
With the availability of effective antiviral therapies for chronic viral hepatitis B and C, cost-effectiveness studies have been performed to assess the outcomes and costs of these therapies to support health policy. It is now accepted that treatment of active CHB is cost-effective versus no treatment, although there are a variety of options. And with the new developments around CHC treatment and diagnostic tools it is of interest to both the clinician and policy makers to know both the costs and effects of these choices. The purpose of this article is to provide the reader with an insight into the recent treatment developments and cost-effectiveness issues related to chronic hepatitis B and C treatment, and an overview of recent cost-effectiveness studies evolving around HBV and HCV therapy.
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Affiliation(s)
- Mehlika Toy
- Department of Global Health and Population, Harvard School of Public Health, Harvard University, Boston, USA.
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Wiens A, Lenzi L, Venson R, Pedroso MLA, Correr CJ, Pontarolo R. Economic evaluation of treatments for chronic hepatitis B. Braz J Infect Dis 2013; 17:418-26. [PMID: 23849851 PMCID: PMC9428064 DOI: 10.1016/j.bjid.2012.12.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2012] [Accepted: 12/10/2012] [Indexed: 12/22/2022] Open
Abstract
The aim of this study was to conduct a cost-utility study of adefovir, entecavir, interferon alpha, pegylated interferon alpha, lamivudine and tenofovir for chronic hepatitis B in the context of Brazilian Public Health Care System. A systematic review was carried out for efficacy and safety. Another review was performed to collect utility data and transition probabilities between health states. A Markov model was developed in a time horizon of 40 years with annual cycles for three groups of: HBeAg positive, HBeAg negative, and all patients. These strategies were compared to a fourth group that received no treatment. Discount rates of 5% were applied and sensitivity analyses were performed. Tenofovir offered the best cost-utility ratio for the three evaluated models: U$397, U$385 and U$384 (per QALY, respectively, for HBeAg positive, negative, and all patients). All other strategies were completely dominated because they showed higher costs and lower effectiveness than tenofovir. The sequence of cost-utility in the three models was: tenofovir, entecavir, lamivudine, adefovir, telbivudine, pegylated interferon alpha, and interferon alpha. In the sensitivity analysis, adefovir showed lower cost-utility than telbivudine in some situations. The study has some limitations, primarily related to the creation of scenarios and modeling. In this study, tenofovir presented the best cost-utility ratio. The results obtained in this study will be valuable in decision-making and in the review of the clinical protocol, mainly involving the allocation of available resources for health care.
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Affiliation(s)
- Astrid Wiens
- Universidade Federal do Paraná, Curitiba, PR, Brazil
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A Novel Estimation of the Impact of Treatment with Entecavir on Long-Term Mortality, Morbidity, and Health Care Costs of Chronic Hepatitis B in China. Value Health Reg Issues 2013; 2:48-56. [PMID: 29702852 DOI: 10.1016/j.vhri.2013.02.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Health care decision makers are increasingly concerned about the value of chronic hepatitis B (CHB) treatments in China. This analysis aims at estimating the relative value of entecavir as a first-line option at treatment initiation and for different treatment durations from a holistic perspective. METHODS CHB was simulated by using a Markov disease transition model with disease states based on available natural history data. The model assumed 5-year treatment duration with entecavir, lamivudine, telbivudine, and adefovir based on published clinical data. The speed of disease progression varies by viral load and hepatitis B "e" antigen status. Direct medical costs included medication and management of liver complications. The primary output was the estimated cost savings of entecavir per patient per day versus the comparator. RESULTS For treatment duration of 5 years and a follow-up period of 30 years, entecavir treatment was translated into specific patient benefit of an estimated cost saving of $2.69 per day compared with no treatment. In addition, long-term usage of entecavir resulted in daily $2.33 and $1.73 cost saving compared with short-term usage (1-year and 2-year, respectively). Among available treatment options in China, entecavir treatment exhibited about $0.90 to $1.81 daily cost saving versus the comparators. The detailed daily cost saving of entecavir is summarized as follows-entecavir versus lamivudine: $1.81, entecavir versus telbivudine: $0.90, entecavir versus adefovir: $2.02, and entecavir versus generic adefovir: $1.37. CONCLUSIONS Long-term usage of entecavir exhibits the characteristics of a favorable CHB treatment, which translates into economic value as opposed to either no treatment or alternative strategies.
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Buti M, Oyagüez I, Lozano V, Casado MA. Cost effectiveness of first-line oral antiviral therapies for chronic hepatitis B : a systematic review. PHARMACOECONOMICS 2013; 31:63-75. [PMID: 23329593 DOI: 10.1007/s40273-012-0009-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
BACKGROUND Chronic hepatitis B is a common, progressive disease, particularly when viral replication is detected. Oral antivirals can suppress viral replication and prevent or delay the development of cirrhosis and liver-related complications. OBJECTIVE The aim of this study was to systematically review the quality of cost-effectiveness evidence on first-line treatment with entecavir (ETV) or tenofovir difumarate (TDF) for patients with chronic hepatitis B. METHODS We searched electronic databases and retrieved articles published up to October 2011, in which the cost effectiveness of ETV or TDF was compared with that of other oral antivirals. The quality of the studies identified was assessed with a standard checklist for critical appraisal. RESULTS We selected 16 original papers, all published in the last 5 years. There was a conflict of interest in 12 of the 16 studies due to sponsorship by the corresponding pharmaceutical companies. According to the validity assessment, ten studies were classified as high quality. Five studies performed a cost-effectiveness analysis comparing ETV with TDF; they concluded that TDF dominates ETV. The other 11 studies compared ETV or TDF with other strategies; all concluded that ETV and TDF are both cost-effective interventions. CONCLUSIONS This systematic review shows that there is valid evidence suggesting that ETV and TDF are cost-effective interventions for the treatment of patients with chronic hepatitis B in many health systems. In countries where both alternatives are available, it appears that TDF dominates ETV. These results could help decision makers and clinicians to understand economic issues regarding the available drugs for first-line treatment of hepatitis B.
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Affiliation(s)
- María Buti
- Servicio de Hepatologia, Hospital General Universitario Valle de Hebron, Paseo Valle de Hebron 119, 08035, Barcelona, Spain.
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Cost-effectiveness analysis of different rescue therapies in patients with lamivudine-resistant chronic hepatitis B in China. BMC Health Serv Res 2012; 12:385. [PMID: 23137013 PMCID: PMC3511237 DOI: 10.1186/1472-6963-12-385] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2012] [Accepted: 10/05/2012] [Indexed: 02/07/2023] Open
Abstract
Background Several rescue therapies have been used in patients with lamivudine (LAM)-resistant chronic hepatitis B (CHB); however, the economic outcome of these therapies is unclear. The object of the current analysis was to evaluate the lifetime cost-effectiveness of rescue therapies among patients with LAM-resistant CHB. Methods A Markov model was developed to simulate the clinical course of patients with LAM-resistant CHB. From the perspective of Chinese health care, a lifetime cost-utility analysis was performedfor 4 rescue strategies: adefovir (ADV), entecavir (ETV) or tenofovir (TDF) monotherapy and combination therapy using LAM and ADV. A hypothetical cohort of 45-year-old patients with genotypic or clinical LAM-resistant CHB entered the model, and the beginning health state was LAM-resistant CHB without other complications. The transition probabilities, efficacy and resistance data for each rescue therapy as well as the costs and utility data were estimated from the literature. The discount rate (3%) utilized for costs and benefits. Sensitivity analyses were used to explore the impact of uncertainty on the results. Results In LAM-resistant HBeAg-positive and HBeAg-negative CHB cohorts, TDF monotherapy and combination therapy were on the efficiency frontier for both positive and negative populations. Compared with no treatment, the use of combination therapy cost an additional $6,531.7 to gain 1 additional quality-adjusted life year (QALY) for HBeAg-positive patients and $4,571.7 to gain 1 additional QALY for HBeAg-negative patients. TDF monotherapy for HBeAg-positive patients, shows greater increase in QALYs but higher incremental cost-effectiveness ratio (ICER) in comparison with combination therapy. In probabilistic sensitivity analyses, combination therapy was the preferred option for health care systems with limited health resources, such as Chinese health care system. Conclusion In Chinese patients with LAM-resistant CHB, combination therapy is a more cost-effective option than the competing rescue therapies.
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The cost-effectiveness of alternative strategies against HBV in Italy. Health Policy 2011; 102:72-80. [DOI: 10.1016/j.healthpol.2010.09.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2010] [Revised: 09/14/2010] [Accepted: 09/20/2010] [Indexed: 01/16/2023]
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