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意大利某中心用于评估视频胶囊内镜监测克罗恩病预算影响的模型验证

Validation of a Model Estimating the Budget Impact of Video Capsule Endoscopy for Surveillance of Crohn's Disease in an Italian Center.

作者信息

Saunders Rhodri, Calabrese Carlo, Gelli Dania, Davis Jason, Torrejon Torres Rafael

机构信息

Coreva Scientific GmbH, Königswinter, Germany.

IBD Unit IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.

出版信息

J Health Econ Outcomes Res. 2024 Mar 7;11(1):67-74. doi: 10.36469/001c.92880. eCollection 2024.

Abstract

Crohn's disease is a chronic ailment affecting the gastrointestinal tract. Mucosal healing, a marker of reduced disease activity, is currently assessed in the colonic sections using ileocolonoscopy and magnetic resonance enteroscopy. Video capsule endoscopy (VCE) offers visualization of the entire GI mucosae. To validate a Crohn's disease model estimating the budget impact of VCE compared with the standard of care (SOC) in Italy. A patient-level, discrete-event simulation was developed to estimate the budget impact of VCE compared with SOC for Crohn's disease surveillance over 5 years in the Italian setting. Input data were sourced from a physician-initiated study from Sant'Orsola-Malpighi Hospital in Bologna, Italy, and the literature. The care pathway followed hospital clinical practice. Comparators were the current SOC (ileocolonoscopy, with or without magnetic resonance enteroscopy) and VCE. Sensitivity analysis was performed using 500-patient bootstraps. A comparative analysis regarding clinical outcomes (biologics use, surgical interventions, symptom remission) was performed to explore the validity of the model compared with real-world data. Cumulative event incidences were compared annually and semi-annually. Bayesian statistical analysis further validated the model. Implementing VCE yielded an estimated €67 savings per patient per year, with savings in over 55% of patients, compared with SOC. While annual costs are higher up to the second year, VCE becomes cost saving from the third year onward. The real-world validation analysis proved a good agreement between the model and real-world patient records. The highest agreement was found for biologics, where Bayesian analysis estimated an 80.4% probability (95% CI: 72.2%-87.5%) that a decision maker would accept the result as an actual reflection of real-world data. Even where trend data diverged (eg, for surgery [43.1% likelihood of acceptance, 95% CI: 33.7%-52.8%]), the cumulative surgery count over 5 years was within the margin of error of the real-world data. Implementing VCE in the surveillance of patients with Crohn's disease and small bowel involvement may be cost saving in Italy. The congruence between model predictions and real-world patient records supports using this discrete-event simulation to inform healthcare decisions.

摘要

克罗恩病是一种影响胃肠道的慢性疾病。黏膜愈合是疾病活动度降低的一个标志,目前通过回结肠镜检查和磁共振小肠镜检查在结肠段进行评估。视频胶囊内镜(VCE)可对整个胃肠道黏膜进行可视化检查。为验证一种克罗恩病模型,该模型用于评估在意大利VCE相较于标准治疗(SOC)的预算影响。开展了一项患者层面的离散事件模拟,以估计在意大利背景下,VCE相较于SOC用于克罗恩病监测5年的预算影响。输入数据来源于意大利博洛尼亚圣奥索拉 - 马尔皮基医院一项由医生发起的研究以及文献。护理路径遵循医院临床实践。比较对象为当前的SOC(回结肠镜检查,有或无磁共振小肠镜检查)和VCE。使用500例患者的自助抽样进行敏感性分析。对临床结局(生物制剂使用、手术干预、症状缓解)进行了比较分析,以探讨该模型与真实世界数据相比的有效性。每年和每半年比较累积事件发生率。贝叶斯统计分析进一步验证了该模型。与SOC相比,实施VCE估计每位患者每年可节省67欧元,超过55%的患者可实现节省。虽然直至第二年年度成本更高,但从第三年起VCE开始节省成本。真实世界验证分析证明该模型与真实世界患者记录之间具有良好的一致性。在生物制剂方面一致性最高,贝叶斯分析估计决策者接受该结果作为真实世界数据实际反映的概率为80.4%(95%置信区间:72.2% - 87.5%)。即便趋势数据存在差异(例如手术方面[接受可能性为43.1%,95%置信区间:33.7% - 52.8%]),5年的累积手术例数仍在真实世界数据的误差范围内。在意大利,对患有克罗恩病且累及小肠的患者进行监测时实施VCE可能节省成本。模型预测与真实世界患者记录之间的一致性支持使用这种离散事件模拟为医疗决策提供参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/064e/10924452/97fd8d5cfe44/jheor_2024_11_1_92880_197974.jpg

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