基于临床管理考虑的多发性硬化症患者对鞘磷脂-1-磷酸受体调节剂的偏好:选择实验

IF 3.4 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Alexander Keenan, Chiara Whichello, Hoa H Le, David M Kern, Gabriela S Fernandez, Vicky Turner, Anup Das, Matthew Quaife, Amy Perrin Ross
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引用次数: 0

摘要

背景:在美国,有几种鞘氨醇-1-磷酸受体(S1PR)调节剂可用于治疗复发性多发性硬化症(RMS)。鉴于这些S1PR调节剂具有相似的疗效和安全性,患者在选择治疗方法时可能会考虑S1PR调节剂的临床治疗特点。然而,没有一种 S1PR 调节剂在临床管理的各个方面都有明显的优势,而且对于某些治疗方法,临床管理因患者的合并症(如心脏疾病 [HC])而异:本研究旨在确定复发缓解型多发性硬化症(RRMS)患者基于临床管理方面的考虑会偏好哪种 S1PR 调节剂,并估计不同的临床管理方面的考虑会如何驱动这些偏好。分别探讨了合并和不合并HC的患者的偏好:对获准用于治疗 RMS 的 S1PR 调节剂芬戈莫德、奥扎尼莫德、西泊尼莫德和波尼莫德进行了多标准决策分析。在离散选择实验(DCE)中,参与者根据临床管理属性在假设的 S1PR 调节剂配置文件中反复进行选择,从而了解 RRMS 患者的临床管理偏好。属性包括首次剂量观察、基因分型、肝功能检测、眼科检查、药物间相互作用、与抗抑郁药的相互作用、与酪胺含量高的食物的相互作用以及免疫系统恢复时间。对患有 HC 和未患有 HC(无 HC)的患者的偏好分别进行了估算。使用混合对数模型从 DCE 数据中计算出每个属性和水平的边际效用。在多标准决策分析中,通过将每个属性和级别的边际效用应用于 S1PR 调节剂的实际情况,创建了部分价值分数。将部分价值得分相加,得出每种S1PR调节剂的总体临床管理价值得分:400名RRMS患者完成了DCE。对于无高血压(n = 341)和有高血压(n = 59)的患者,泼尼莫德的总体价值得分最高(无高血压:5.1;有高血压:4.0),其次是西泊尼莫德(无高血压:4.9;有高血压:3.3)、芬戈莫德(无高血压:3.4;有高血压:2.8)和奥扎尼莫德(无高血压:0.9;有高血压:0.8)。总体而言,免疫系统恢复时间的部分值得分最高(noHC:最高 1.9 分;HC:最高 1.2 分),其次是药物间相互作用的次数(noHC:最高 1.2 分;HC:最高 1.7 分):在考虑 S1PR 调节剂的临床治疗时,一般 RRMS 患者会选择免疫系统恢复时间较短且与其他药物相互作用较少的治疗方法。与西波尼莫德、芬戈莫德和奥扎尼莫德相比,有心脏疾病和没有心脏疾病的患者都可能更倾向于选择波奈莫德的临床治疗方案。这些信息有助于为治疗 RRMS 提供建议,并促进患者与医生共同做出决定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Patients' Preferences for Sphingosine-1-Phosphate Receptor Modulators in Multiple Sclerosis Based on Clinical Management Considerations: A Choice Experiment.

Patients' Preferences for Sphingosine-1-Phosphate Receptor Modulators in Multiple Sclerosis Based on Clinical Management Considerations: A Choice Experiment.

Background: Several sphingosine-1-phosphate receptor (S1PR) modulators are available in the US for treating relapsing forms of multiple sclerosis (RMS). Given that these S1PR modulators have similar efficacy and safety, patients may consider the clinical management characteristics of the S1PR modulators when deciding among treatments. However, none of the S1PR modulators is clearly superior in every aspect of clinical management, and for some treatments, clinical management varies based on a patient's comorbid health conditions (e.g., heart conditions [HC]).

Objectives: This study aimed to determine which S1PR modulator patients with relapsing-remitting multiple sclerosis (RRMS) would prefer based on clinical management considerations, and to estimate how different clinical management considerations might drive these preferences. Preferences were explored separately for patients with and without comorbid HC.

Methods: A multicriteria decision analysis was conducted on S1PR modulators approved to treat RMS: fingolimod, ozanimod, siponimod, and ponesimod. Clinical management preferences of patients with RRMS were elicited in a discrete choice experiment (DCE) in which participants repeatedly chose between hypothetical S1PR modulator profiles based on their clinical management attributes. Attributes included first-dose observations, genotyping, liver function tests, eye examinations, drug-drug interactions, interactions with antidepressants, interactions with foods high in tyramine, and immune system recovery time. Preferences were estimated separately for patients with HC and without HC (noHC). Marginal utilities were calculated from the DCE data for each attribute and level using a mixed logit model. In the multicriteria decision analysis, partial value scores were created by applying the marginal utilities for each attribute and level to the real-world profiles of S1PR modulators. Partial value scores were summed to determine an overall clinical management value score for each S1PR modulator.

Results: Four hundred patients with RRMS completed the DCE. Ponesimod had the highest overall value score for patients both without (n = 341) and with (n = 59) HC (noHC: 5.1; HC: 4.0), followed by siponimod (noHC: 4.9; HC: 3.3), fingolimod (noHC: 3.4; HC: 2.8), and ozanimod (noHC: 0.9; HC: 0.8). Overall, immune system recovery time contributed the highest partial value scores (noHC: up to 1.9 points; HC: up to 1.2 points), followed by the number of drug-drug interactions (noHC: up to 1.2 points; HC: up to 1.7 points).

Conclusions: When considering the clinical management of S1PR modulators, the average patient with RRMS is expected to choose a treatment with shorter immune system recovery time and fewer interactions with other drugs. Patients both with and without heart conditions are likely to prefer the clinical management profile of ponesimod over those of siponimod, fingolimod, and ozanimod. This information can help inform recommendations for treating RRMS and facilitate shared decision making between patients and their doctors.

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来源期刊
Patient-Patient Centered Outcomes Research
Patient-Patient Centered Outcomes Research HEALTH CARE SCIENCES & SERVICES-
CiteScore
6.60
自引率
8.30%
发文量
44
审稿时长
>12 weeks
期刊介绍: The Patient provides a venue for scientifically rigorous, timely, and relevant research to promote the development, evaluation and implementation of therapies, technologies, and innovations that will enhance the patient experience. It is an international forum for research that advances and/or applies qualitative or quantitative methods to promote the generation, synthesis, or interpretation of evidence. The journal has specific interest in receiving original research, reviews and commentaries related to qualitative and mixed methods research, stated-preference methods, patient reported outcomes, and shared decision making. Advances in regulatory science, patient-focused drug development, patient-centered benefit-risk and health technology assessment will also be considered. Additional digital features (including animated abstracts, video abstracts, slide decks, audio slides, instructional videos, infographics, podcasts and animations) can be published with articles; these are designed to increase the visibility, readership and educational value of the journal’s content. In addition, articles published in The Patient may be accompanied by plain language summaries to assist readers who have some knowledge of, but not in-depth expertise in, the area to understand important medical advances. All manuscripts are subject to peer review by international experts.
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