markov model

马尔可夫模型
  • 文章类型: Journal Article
    最近,IMmotion151试验评估了阿特珠单抗联合贝伐单抗治疗转移性肾细胞癌(mRCC)的安全性和有效性,发现该组合可延长无进展生存期.然而,尚无研究评估阿妥珠单抗联合贝伐单抗的成本-效果.
    我们构建了一个马尔可夫模型来评估阿替珠单抗加贝伐单抗的成本-效果,使用已发表研究的成本和公用事业。我们将支付意愿(WTP)门槛设定为15万美元。进行了单向和概率敏感性分析,以确保我们的结果是可靠的。我们进行了阈值分析,以探索阿特珠单抗更合适的价格。
    我们的结果发现,尽管阿替珠单抗加贝伐单抗提供了更多的质量调整生命年(QALYs),其增量成本效益比(ICER)为1,640,532美元/QALY,远高于WTP阈值。单向和概率敏感性分析结果证实了这一结论的稳健性。基于阈值分析,阿替珠单抗加贝伐单抗具有成本效益,它们的价格需要降低46.3%或更多。
    从美国付款人的角度来看,阿替珠单抗联合贝伐单抗对mRCC患者的成本效益不佳。为了使这种组合在未来具有成本效益,阿妥珠单抗和贝伐单抗的价格需要降低.
    UNASSIGNED: Recently, the IMmotion151 trial evaluated the safety and efficacy of atezolizumab plus bevacizumab in metastatic renal cell carcinoma (mRCC) and found that this combination led to longer progression-free survival. However, no studies have evaluated the cost-effectiveness of atezolizumab plus bevacizumab.
    UNASSIGNED: We constructed a Markov model to evaluate the cost-effectiveness of atezolizumab plus bevacizumab, using costs and utilities from the published studies. We set the willingness-to-pay (WTP) threshold at $150,000. One-way and probabilistic sensitivity analyses were performed to ensure that our results were robust. We performed a threshold analysis to explore a more appropriate price for atezolizumab.
    UNASSIGNED: Our results found that although atezolizumab plus bevacizumab provided more quality-adjusted life years (QALYs), its incremental cost-effectiveness ratio (ICER) was $1,640,532/QALY, well above the WTP threshold. One-way and probabilistic sensitivity analysis results confirmed the robust of this conclusion. Based on the threshold analysis, for atezolizumab plus bevacizumab to be cost-effective, the price of them would need to be reduced by 46.3% or more.
    UNASSIGNED: From the perspective of US payers, atezolizumab plus bevacizumab is not cost-effective for mRCC patients. To make this combination cost-effective in the future, the price of atezolizumab and bevacizumab needs to be reduced.
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  • 文章类型: Journal Article
    背景:预测强度,来源,在强调孝道的东亚传统文化背景下,中国老年人非正式护理的成本对于建立和加强非正式护理的政策支持系统至关重要。本研究旨在分析2020-2040年中国老年人非正式护理需求的现状及影响因素,并预测其趋势。
    方法:本研究利用2015-2018年CHARLS数据库,首先结合两部分模型和多项logit分析了中国城乡老年人非正式护理需求的影响因素。其次,构建了一个多状态马尔可夫模型来预测从2020年到2040年每个健康状态的城乡老年人口数量。最后,基于微观仿真模型,这项研究预测了非正式护理强度的趋势,来源,以及2020年至2040年城乡老年人的成本。
    结果:2040年,中国残疾老年人口规模将进一步扩大。在农村地区,2040年残疾人总数(3977万人)比2020年增加1.50倍;城市、2040年残疾人总数(5601万人)比2020年增长2.51倍。与2020年相比,老年人口轻度,2040年中度和重度残疾将增加87.60%,101.70%,和115.08%,分别。2040年,老年人接受低,medium-,中国的高强度护理将达到3860万,2289万,和4169万,分别,老年人仍将依赖配偶和子女提供的非正式护理(仅来自配偶:3926万,仅限儿童:3674万,仅来自配偶和子女:1679万,其他:1039万)。2040年的非正式护理总费用为18866.5亿元,是2020年的2.22倍(4903.1亿元),增长速度快于经济增长速度。
    结论:从2020年到2040年,由于人口结构和快速城市化,农村地区老年人的非正式护理需求将先增加后减少。相比之下,从2020年到2040年,城市老年人的非正式护理需求将不断增加,增长速度将逐渐放缓。本研究为科学衡量非正式护理的经济价值和合理分配护理资源提供了循证依据。
    BACKGROUND: Forecasting the intensity, source, and cost of informal care for older adults in China is essential to establish and enhance policy support systems for informal care within the context of East Asian traditional culture that emphasizes filial piety. This study aims to analyze the current situation and influencing factors for the informal care needs and predict the trends of informal care needs for older adults in China from 2020 to 2040.
    METHODS: Using the CHARLS database from 2015 to 2018, this study first combined a two-part model and a multinomial logit to analyze the influencing factors for the informal care needs of urban-rural older adults in China. Secondly, a multi-state Markov model was constructed to forecast the number of urban-rural older populations in each health state from 2020 to 2040. Finally, based on a microsimulation model, this study predicted the trends of informal care intensity, source, and cost for older adults in urban and rural areas from 2020 to 2040.
    RESULTS: In 2040, the size of the disabled older population in China will expand further. In rural areas, the total number of disabled people in 2040 (39.77 million) is 1.50 times higher than that in 2020; In urban areas, the total number of disabled people in 2040 (56.01 million) is 2.51 times higher than that in 2020. Compared with 2020, older adults population with mild, moderate and severe disability in 2040 would increase by 87.60%, 101.70%, and 115.08%, respectively. In 2040, the number of older adults receiving low-, medium-, and high-intensity care in China will be 38.60 million, 22.89 million, and 41.69 million, respectively, and older people will still rely on informal care provided by spouses and children (from spouses only: 39.26 million, from children only: 36.74 million, from spouses and children only: 16.79 million, other: 10.39 million). The total cost of informal care in 2040 will be 1,086.65 billion yuan, 2.22 times that of 2020 (490.31 billion yuan), which grows faster than the economic growth rate.
    CONCLUSIONS: From 2020 to 2040, the informal care needs of older people in rural areas will increase first and then decrease due to the demographic structure and rapid urbanization. In contrast, the informal care needs of older people in urban areas will continuously increase from 2020 to 2040, with the growth rate gradually slowing down. This study provides an evidence-based rationale for scientifically measuring the economic value of informal care and reasonably allocating care resources.
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  • 文章类型: Journal Article
    背景:Pembrolizumab是一种潜在的有价值的治疗方法。然而,病人,医生,医疗保健决策者不确定这种新疗法的成本效益和适当定价。这项研究旨在评估pembrolizumab作为中国和美国晚期胆道癌(BTC)患者一线治疗的成本效益。方法:从中国和美国医疗保健系统的角度构建Markov模型,用于药物经济学评估。患者基线特征和关键临床数据来自KEYNOTE-966试验(ClinicalTrials.gov,NCT04003636)。成本和公用事业是从药物成本网站和出版的文献中收集的。累计成本(美元),生命年(LYs),质量调整生命年(QALYs),和增量成本效益比(ICER)进行了测量和比较。在给定的支付意愿(WTP)阈值下进行了价格模拟,以提供定价方案参考。通过单向灵敏度分析和概率灵敏度分析对模型的鲁棒性进行了分析。结果:基本数据分析表明,在中国,相对于WTP阈值为38,201.19美元的化疗方案,pembrolizumab($2662.41/100mg)联合化疗方案的成本效益不高,相对于化疗方案的额外费用为77,114.94美元(ICER$556,689.47/QALY),同时增加0.14QALY。Pembrolizumab(54.71美元/1毫克)在美国也提高了0.14QALY的疗效,但在美国WTP门槛为229,044美元时也没有成本效益,总成本增加了160,425.24美元(ICER$1,109,462.92/QALY)。结论:与化疗相比,pembrolizumab加化疗可减少疾病负担。然而,以目前的价格,对于中国和美国的晚期BTC,它可能不是一种具有成本效益的治疗方法。这项研究可以帮助决策者做出最佳选择。
    Background: Pembrolizumab is a potentially valuable treatment. However, patients, doctors, and healthcare decision-makers are uncertain about its cost-effectiveness and an appropriate pricing for this new therapy. This study aims to appraise the cost-effectiveness of pembrolizumab as a first-line treatment for advanced biliary tract cancer (BTC) patients in China and the United States (US). Methods: A Markov model was constructed from the perspectives of healthcare systems in both China and the US for pharmacoeconomic evaluation. Patient baseline characteristics and key clinical data were sourced from the KEYNOTE-966 trial (ClinicalTrials.gov, NCT04003636). Costs and utilities were collected from drug cost websites and published literature. Cumulative costs (in USD), life years (LYs), quality-adjusted life years (QALYs), and incremental cost-effectiveness ratios (ICERs) were measured and compared. Price simulations were conducted under given willingness-to-pay (WTP) thresholds to provide pricing scheme references. The model\'s robustness was analyzed through one-way sensitivity analysis and probabilistic sensitivity analysis. Results: Basic data analysis illustrates that pembrolizumab ($2662.41/100 mg) in combination with chemotherapy regimen was not cost-effective relative to chemotherapy regimens at the WTP threshold of $38,201.19 in China, and the additional cost relative to chemotherapy regimens was $77,114.94 (ICER $556,689.47/QALY) while increasing 0.14 QALYs. Pembrolizumab ($54.71/1 mg) also increased efficacy by 0.14 QALYs in the US, but remained also not cost-effective at the US WTP threshold of $229,044, and the total cost increased by $160,425.24 (ICER $1,109,462.92/QALY). Conclusion: Compared with chemotherapy, pembrolizumab plus chemotherapy reduces the disease of burden. However, at its current price, it may not be a cost-effective treatment for advanced BTC in both China and the US. This study can aid decision-makers in making optimal choices.
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  • 文章类型: Journal Article
    两种针对轮状病毒疾病的疫苗,Rotarix®和RotaTeq®,正在西班牙销售;但轮状病毒目前不在西班牙普遍接种疫苗所涵盖的疾病之列。这项研究的目的是评估扩大西班牙目前的轮状病毒靶向疫苗接种策略的效率,仅包括早产儿。普遍接种疫苗的政策。建立了一个基于从头队列的马尔可夫模型,以评估西班牙三种比较的轮状病毒疫苗接种策略的效率:普遍,没有疫苗接种。使用Rotarix®或RotaTeq®,我们从社会角度和西班牙国家卫生系统(SHS)角度比较了这些策略的成本效用。该模型代表了可能与轮状病毒感染有关的最重要的临床事件。功效,有效性,安全,成本,和公用事业是通过系统评价确定的。Rotarix®定向疫苗接种的增量成本效用比(ICUR)为23,638欧元/QALY(质量调整寿命年),与不接种疫苗相比。评估的其余策略的ICUR高于30,000欧元/QALY。敏感性分析表明,价格是唯一可以使通用疫苗接种策略有效的参数。考虑到25,000欧元/QALY的门槛,从社会角度来看,只有用Rotarix®进行有针对性的疫苗接种才是有效的。Rotarix®的价格下跌36.9%,RotaTeq®的价格下降44.6%,将使普遍接种疫苗有效。
    Two vaccines against rotavirus diseases, Rotarix® and RotaTeq®, are being marketed in Spain; but rotavirus is not presently among the diseases covered by universal vaccination in Spain. The aim of this study was to assess the efficiency of extending Spain\'s current targeted rotavirus vaccination strategy including only preterm babies, to a policy of universal vaccination. A de novo cohort-based Markov model was built to evaluate the efficiency of three compared rotavirus vaccination strategies in Spain: targeted, universal, and no vaccination. Using Rotarix® or RotaTeq®, we compared the cost-utility of these strategies from both a societal perspective and Spanish National Health System (SNHS) perspective. The model represents the most important clinical events conceivably linked to rotavirus infection. Efficacy, effectiveness, safety, costs, and utilities were identified by systematic reviews. Incremental cost-utility ratio (ICUR) is EUR 23,638/QALY (Quality-Adjusted Life Year) for targeted vaccination with Rotarix® compared with no vaccination. The ICUR for the rest of the strategies evaluated are above EUR 30,000/QALY. The sensitivity analysis shows price as the only parameter that could make the universal vaccination strategy efficient. Considering a threshold of EUR 25,000/QALY, only targeted vaccination with Rotarix® would be efficient from societal perspective. Price drops of 36.9% for Rotarix® and 44.6% for RotaTeq® would make universal vaccination efficient.
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  • 文章类型: Journal Article
    动脉粥样硬化,心血管疾病的主要原因,需要先进和创新的建模技术来更好地理解和预测斑块动态。本工作提出了受不同研究领域启发的两个不同的假设模型:混沌理论的逻辑图和随机过程的马尔可夫模型。逻辑图有效地模拟了斑块稳定性的非线性进展和突然变化,反映了动脉粥样硬化事件的混沌性质。相比之下,马尔可夫模型,包括传统的马尔可夫链,空间马尔可夫模型,和马尔可夫随机场,提供了一个概率框架来评估斑块的稳定性和过渡。空间马尔可夫模型,通过热图可视化,突出过渡概率的空间分布,强调本地互动和依赖性。马尔可夫随机场包含复杂的空间相互作用,受到物理学和计算生物学进步的启发,但在参数估计和计算复杂性方面存在挑战。虽然这些假设模型提供了有希望的见解,他们需要严格验证与现实世界的数据,以确认其准确性和适用性。这项研究强调了跨学科方法在开发动脉粥样硬化斑块理论模型中的重要性。
    Atherosclerosis, a leading cause of cardiovascular disease, necessitates advanced and innovative modeling techniques to better understand and predict plaque dynamics. The present work presents two distinct hypothetical models inspired by different research fields: the logistic map from chaos theory and Markov models from stochastic processes. The logistic map effectively models the nonlinear progression and sudden changes in plaque stability, reflecting the chaotic nature of atherosclerotic events. In contrast, Markov models, including traditional Markov chains, spatial Markov models, and Markov random fields, provide a probabilistic framework to assess plaque stability and transitions. Spatial Markov models, visualized through heatmaps, highlight the spatial distribution of transition probabilities, emphasizing local interactions and dependencies. Markov random fields incorporate complex spatial interactions, inspired by advances in physics and computational biology, but present challenges in parameter estimation and computational complexity. While these hypothetical models offer promising insights, they require rigorous validation with real-world data to confirm their accuracy and applicability. This study underscores the importance of interdisciplinary approaches in developing theoretical models for atherosclerotic plaques.
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  • 文章类型: Journal Article
    即时检测(POCT)糖化血红蛋白(HbA1c)是一种方便,便宜,在欧洲地区和日本广泛使用的农村地区和社区环境中有效且易于使用的2型糖尿病筛查方法,但在中国还不普遍。该研究是第一个评估POCTHbA1c成本效益的研究,空腹毛细血管葡萄糖(FCG),和静脉血HbA1c筛查中国城乡2型糖尿病,并确定最佳的社会经济利益筛查策略。
    基于中国的城乡,从社会角度构建2型糖尿病筛查的经济模型.这项研究的受试者是18-80岁的未诊断为2型糖尿病的成年人。针对静脉血HbA1c建立了三种筛查策略,FCG和POCTHbA1c,并通过马尔可夫模型进行成本效益分析。对模型的所有参数进行了单向敏感性分析和概率敏感性分析,以验证结果的稳定性。
    与FCG相比,POCTHbA1c具有成本效益,城市地区的增量成本效用比(ICUR)为500.06美元/质量调整生命年(QALY),农村地区的ICUR为185.10美元/QALY,在支付意愿门槛内(WTP=37,653美元)。与城市和农村地区的静脉血HbA1c相比,POCTHbA1c具有较低的成本效益和较高的实用性。在静脉血HbA1c和FCG的比较中,静脉血HbA1c在城市地区具有成本效益(ICUR=$20,833/QALY),而在农村地区则不具有成本效益(ICUR=$41,858/QALY).敏感性分析表明,研究结果稳定可靠。
    POCTHbA1c在中国城市和农村地区的2型糖尿病筛查中具有成本效益,这可以考虑在中国未来的临床实践。地理位置等因素,在选择静脉血HbA1c或FCG时,需要考虑当地的财务状况和居民的依从性。
    UNASSIGNED: Point-of-care Testing (POCT) glycosylated hemoglobin (HbA1c) is a convenient, cheap, effective and accessible screening method for type 2 diabetes in rural areas and community settings that is widely used in the European region and Japan, but not yet widespread in China. The study is the first to evaluate the cost-effectiveness of POCT HbA1c, fasting capillary glucose (FCG), and venous blood HbA1c to screen for type 2 diabetes in urban and rural areas of China, and to identify the best socio-economically beneficial screening strategy.
    UNASSIGNED: Based on urban and rural areas in China, economic models for type 2 diabetes screening were constructed from a social perspective. The subjects of this study were adults aged 18-80 years with undiagnosed type 2 diabetes. Three screening strategies were established for venous blood HbA1c, FCG and POCT HbA1c, and cost-effectiveness analysis was performed by Markov models. One-way sensitivity analysis and probabilistic sensitivity analysis were performed on all parameters of the model to verify the stability of the results.
    UNASSIGNED: Compared with FCG, POCT HbA1c was cost-effective with an incremental cost-utility ratio (ICUR) of $500.06/quality-adjusted life year (QALY) in urban areas and an ICUR of $185.10/QALY in rural areas, within the willingness-to-pay threshold (WTP = $37,653). POCT HbA1c was cost-effective with lower cost and higher utility compared with venous blood HbA1c in both urban and rural areas. In the comparison of venous blood HbA1c and FCG, venous blood HbA1c was cost-effective (ICUR = $20,833/QALY) in urban areas but not in rural areas (ICUR = $41,858/QALY). Sensitivity analyses showed that the results of the study were stable and credible.
    UNASSIGNED: POCT HbA1c was cost-effective for type 2 diabetes screening in both urban and rural areas of China, which could be considered for future clinical practice in China. Factors such as geographic location, local financial situation and resident compliance needed to be considered when making the choice of venous blood HbA1c or FCG.
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  • 文章类型: Journal Article
    NVX-CoV2373是日本销售的用于预防COVID-19的疫苗之一。关于其成本效益的信息对于从公共医疗保健支付者的角度对日本COVID-19疫苗接种计划的未来做出明智的决定非常重要。这项研究的目的是评估日本老年人群中NVX-CoV2373疫苗接种的成本效益。
    本研究定义了两个分析人群,其中包括日本老年人(年龄≥65岁):未接种COVID-19疫苗或未完成初次疫苗接种系列的人群(即,前两次疫苗接种)使用批准的COVID-19疫苗(分析人群1),以及接受过两次批准的COVID-19疫苗初次接种的人(分析人群2)。为每个分析人群开发了一个文献资料马尔可夫模型,以评估NVX-CoV2373疫苗接种与未接种NVX-CoV2373疫苗接种的成本效益,从公共医疗保健支付者的角度作为基本案例分析,从社会角度作为情景分析。根据NVX-CoV2373的3期研究(EudraCT编号:2020-004123-16)估计疫苗效力。使用每质量调整生命年(QALY)500万日元(JPY)的支付意愿阈值来评估成本效益。还进行了确定性和概率敏感性分析。
    对于分析人群1,NVX-CoV2373初级和加强疫苗接种将降低成本37,647日元,并将QALY延长0.01601日元。因此,NVX-CoV2373初级和加强疫苗接种被认为是占主导地位的不接种疫苗。对于分析人群2,NVX-CoV2373加强疫苗接种将增加5010日元的成本,并将QALY延长0.00550,每QALY增加910,566日元的成本效益比。
    我们的分析表明,NVX-CoV2373疫苗接种策略在日本老年人口(年龄≥65岁)具有成本效益。
    UNASSIGNED: NVX-CoV2373 is one of the vaccines marketed for COVID-19 prevention in Japan. Information on its cost-effectiveness is important for making well-informed decisions on the future of Japan\'s COVID-19 vaccination programme from the public healthcare payer\'s perspective. The aim of this study was to evaluate the cost-effectiveness of NVX-CoV2373 vaccination in the elderly Japanese population.
    UNASSIGNED: Two analysis populations that included elderly Japanese individuals (aged ≥ 65 years) were defined in this study: those who had not received a COVID-19 vaccine or had not completed a primary vaccination series (i.e., first two vaccinations) with an approved COVID-19 vaccine (analysis population 1), and those who had received two primary vaccinations with an approved COVID-19 vaccine (analysis population 2). A literature-informed Markov model for each analysis population was developed to evaluate the cost-effectiveness of vaccination with NVX-CoV2373 against no vaccination with NVX-CoV2373 from the public healthcare payer\'s perspective as a base-case analysis and from the societal perspective as a scenario analysis. Vaccine efficacy was estimated from a phase 3 study of NVX-CoV2373 (EudraCT number: 2020-004123-16). Cost-effectiveness was assessed using a willingness-to-pay threshold of Japanese yen (JPY) 5 million per quality-adjusted life-year (QALY). Deterministic and probabilistic sensitivity analyses were also performed.
    UNASSIGNED: For analysis population 1, NVX-CoV2373 primary and booster vaccinations would reduce costs by JPY 37,647 and prolong QALYs by 0.01601. Therefore, NVX-CoV2373 primary and booster vaccinations were considered to be dominant over no vaccination. For analysis population 2, an NVX-CoV2373 booster vaccination would increase costs by JPY 5010 and prolong QALYs by 0.00550, with the incremental cost-effectiveness ratio of JPY 910,566 per QALY gained.
    UNASSIGNED: Our analyses suggest that a vaccination strategy with NVX-CoV2373 is cost-effective in the elderly population (aged ≥ 65 years) of Japan.
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  • 文章类型: Journal Article
    女性生殖器血吸虫病是由水传播的寄生虫血吸虫引起的慢性妇科疾病(S.)血吸虫。它影响到全球约3000万至5600万女孩和妇女,大部分在撒哈拉沙漠以南的非洲,并对他们的性生活和生殖生活产生负面影响。最近的研究发现,女性生殖器血吸虫病与HIV患病率增加和宫颈癌前病变之间存在关联。尽管有大量人口处于危险之中,女性生殖器血吸虫病的负担和影响几乎没有记载,导致忽视和资源分配不足。目前还没有针对基于个体或人群的女性生殖器血吸虫病筛查和诊断的标准化方法,这阻碍了对流行国家疾病负担的准确评估。优化女性生殖器血吸虫病筛查的财政拨款,有必要通过结合成本和影响估计来探索不同策略的成本效益。然而,没有经济评估探索替代筛查方法的价值。本文介绍了健康决策分析模型的新应用,以评估不同流行环境中不同女性生殖器血吸虫病筛查策略的成本效益。该模型结合了女性生殖器血吸虫病筛查策略的决策树,和一个用于宫颈癌自然史的马尔可夫模型,以估计不同筛查策略避免的每个残疾调整生命年的成本,按艾滋病毒状况分层。它是讨论和支持数据稀疏环境中优先级设置的起点。
    Female genital schistosomiasis is a chronic gynaecological disease caused by the waterborne parasite Schistosoma (S.) haematobium. It affects an estimated 30-56 million girls and women globally, mostly in sub-Saharan Africa where it is endemic, and negatively impacts their sexual and reproductive life. Recent studies found evidence of an association between female genital schistosomiasis and increased prevalence of HIV and cervical precancer lesions. Despite the large population at risk, the burden and impact of female genital schistosomiasis are scarcely documented, resulting in neglect and insufficient resource allocation. There is currently no standardised method for individual or population-based female genital schistosomiasis screening and diagnosis which hinders accurate assessment of disease burden in endemic countries. To optimise financial allocations for female genital schistosomiasis screening, it is necessary to explore the cost-effectiveness of different strategies by combining cost and impact estimates. Yet, no economic evaluation has explored the value for money of alternative screening methods. This paper describes a novel application of health decision analytical modelling to evaluate the cost-effectiveness of different female genital schistosomiasis screening strategies across endemic settings. The model combines a decision tree for female genital schistosomiasis screening strategies, and a Markov model for the natural history of cervical cancer to estimate the cost per disability-adjusted life-years averted for different screening strategies, stratified by HIV status. It is a starting point for discussion and for supporting priority setting in a data-sparse environment.
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  • 文章类型: Journal Article
    Tislelizumab是中国第一个在二线或三线治疗晚期或转移性非小细胞肺癌(NSCLC)患者中表现出优异疗效的PD-1抑制剂。本研究旨在从中国医疗保健系统的角度评估tislelizumab与多西他赛的成本效益。
    开发了一种动态马尔可夫模型来评估tislelizumab与多西他赛在二线或三线治疗中的成本效益。模型中使用的疗效数据来自RATIONAL-303临床试验,而成本和效用值是从药物数据服务平台和已发表的研究中获得的。该模型的主要结果包括质量调整生命年(QALYs),成本,和增量成本效益比(ICER)。进行了单向敏感性分析和概率敏感性分析,以验证基本情况分析结果的鲁棒性。
    与多西他赛组相比,tislelizumab组的成本增加了117,473元,增加了0.58个QALY,导致每QALY获得202,927元人民币的ICER值。
    在晚期或转移性NSCLC患者中使用tislelizumab不仅延长了无进展生存期(PFS)和总生存期(OS)。此外,这种治疗在中国人群中表现出良好的成本效益.
    UNASSIGNED: Tislelizumab is the first PD-1 inhibitor in China to demonstrate superior efficacy in second-line or third-line treatment of patients with advanced or metastatic non-small-cell lung cancer (NSCLC). This study aimed to evaluate the cost-effectiveness of tislelizumab compared to docetaxel from a Chinese healthcare system perspective.
    UNASSIGNED: A dynamic Markov model was developed to evaluate the cost-effectiveness of tislelizumab in comparison to docetaxel in second or third-line treatment. The efficacy data utilized in the model were derived from the RATIONALE-303 clinical trial, while cost and utility values were obtained from the drug data service platform and published studies. The primary outcomes of the model encompassed quality-adjusted life years (QALYs), costs, and incremental cost-effectiveness ratios (ICERs). One-way sensitivity analysis and probabilistic sensitivity analysis were conducted to validate the robustness of the base case analysis results.
    UNASSIGNED: The tislelizumab group demonstrated a cost increase of CNY 117,473 and a gain of 0.58 QALYs compared to the docetaxel group, resulting in an ICER value of CNY 202,927 per QALY gained.
    UNASSIGNED: The administration of tislelizumab in patients with advanced or metastatic NSCLC not only extends the progression-free survival (PFS) and overall survival (OS). Moreover, this treatment demonstrates a favorable cost-effectiveness profile across the Chinese population.
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  • 文章类型: Journal Article
    背景:慢性疾病状态(CDS)与抑郁症状(DS)转变之间的关系尚不清楚。本研究探讨了CDS和DS转换之间的关联。
    方法:这项队列研究分析了8175名45岁以上参与者的数据,来自中国家庭小组研究(2016、2018、2020)。使用流行病学研究中心抑郁量表(CES-D)的简短版本评估DS。CDS被分类为健康的,单一疾病,和多重性。马尔可夫模型用于估计状态转换强度,平均逗留时间和危险比(HRs)。
    结果:DS转换发生在相邻和非相邻状态之间,但是相邻状态之间的过渡强度高于非相邻状态之间的过渡强度。严重DS的自跃迁强度,轻度DS,非DS逐渐增加,平均持续时间为1.365、1.482和7.854年,分别。单一疾病和多发病率均与从非DS过渡到轻度DS的风险增加显着相关。多重性显示出更强的关联。相比之下,从轻度DS到重度DS的单一疾病的HR显着低于1。此外,在恢复过渡期,他们的HR几乎<1,但无统计学意义.
    结论:未对特定慢性疾病及其组合进行分析。
    结论:DS的进展表现出多种途径。CDS与DS转换相关联,但单一疾病和多发病的作用在不同的DS进展阶段可能有所不同.两种情况都与新发DS的风险显着相关,与多重性构成更大的关联。然而,在其他进展阶段未观察到这种关系.这些发现可以为DS的早期预防和干预提供见解。
    BACKGROUND: The relationship between chronic disease status (CDS) and transitions in depressive symptoms (DS) remains unclear. This study explores the association between CDS and DS transitions.
    METHODS: This cohort study analyzed data from 8175 participants aged 45+, sourced from China Family Panel Studies (2016, 2018, 2020). DS were assessed using a brief version of Center for Epidemiologic Studies Depression Scale (CES-D). CDS was categorized into healthy, single disease, and multimorbidity. Markov models were used to estimate state transition intensities, mean sojourn times and hazard ratios (HRs).
    RESULTS: DS transitions occurred between adjacent and non-adjacent states, but transition intensity between adjacent states was higher than among non-adjacent states. Self-transition intensities of severe-DS, mild-DS, and non-DS progressively increased, with average durations of 1.365, 1.482, and 7.854 years, respectively. Both single disease and multimorbidity were significantly associated with an increased risk of transitioning from non-DS to mild-DS, with multimorbidity showing a stronger association. In contrast, HRs for single diseases transitioning from mild-DS to severe-DS were significantly lower than 1. Furthermore, their HRs were almost <1 in recovery transitions but not statistically significant.
    CONCLUSIONS: Specific chronic diseases and their combinations were not analyzed.
    CONCLUSIONS: The progression of DS exhibits various pathways. CDS is associated with DS transitions, but the roles of single disease and multimorbidity may differ across different DS progression stages. Both conditions were significantly linked to the risk of new-onset DS, with multimorbidity posing a greater association. However, this relationship is not observed in other progression stages. These findings could provide insights for early prevention and intervention for DS.
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