Sanofi, 450 Water Street, Cambridge, MA, USA.
Modus Outcomes, A Division of THREAD, Lyon, France.
J Patient Rep Outcomes. 2023 Jul 4;7(1):61. doi: 10.1186/s41687-023-00594-8.
As disease-modifying therapies do not reverse the course of multiple sclerosis (MS), assessment of therapeutic success involves documenting patient-reported outcomes (PROs) concerning health-related quality of life, disease and treatment-related symptoms, and the impact of symptoms on function. Interpreting PRO data involves going beyond statistical significance to calculate within-patient meaningful change scores. These thresholds are needed for each PRO in order to fully interpret the PRO data. This analysis of PRO data from the PROMiS AUBAGIO study, which utilized 8 PRO instruments in teriflunomide-treated relapsing-remitting MS (RRMS) patients, was designed to estimate clinically meaningful within-individual improvement thresholds in the same manner, for 8 PRO instruments.
The analytical approach followed a triangulation exercise that considered results from anchor- and distribution-based methods and graphical representations of empirical cumulative distribution functions in PRO scores in groups defined by anchor variables. Data from 8 PRO instruments (MSIS-29 v2, FSMC, MSPS, MSNQ, TSQM v1.4, PDDS, HRPQ-MS v2, and HADS) were assessed from 434 RRMS patients. For MSIS-29 v2, FSMC, MSPS, and MSNQ total scores, available anchor variables enabled both anchor- and distribution-based methods to be applied. For instruments with no appropriate anchor available, distribution-based methods were applied. A recommended value for meaningful within-individual improvement was defined by comparing mean change in PRO scores between participants showing improvement of one or two categories in the anchor variable or those showing no change. A "lower bound" estimate was calculated using distribution-based methods. An improvement greater than the lower-bound estimate was considered "clinically meaningful".
This analysis produced estimates for assessing meaningful within-individual improvements for 8 PRO instruments used in MS studies. These estimates should be useful for interpreting scores and communicating study results and should facilitate decision-making by regulatory and healthcare authorities where these 8 PROs are commonly employed.
由于疾病修正疗法并不能逆转多发性硬化症(MS)的病程,因此评估治疗成功与否涉及到记录与健康相关的生活质量、疾病和治疗相关症状以及症状对功能的影响等患者报告的结果(PROs)。解释 PRO 数据不仅需要超出统计学意义,还需要计算患者个体内有意义的变化分数。为了充分解释 PRO 数据,每个 PRO 都需要这些阈值。本分析采用了 PROMiS AUBAGIO 研究中的 PRO 数据,该研究纳入了接受特立氟胺治疗的复发缓解型多发性硬化症(RRMS)患者,使用了 8 种 PRO 工具,旨在以同样的方式为 8 种 PRO 工具估计个体内有临床意义的改善阈值。
分析方法遵循了一种三角测量法,该方法综合考虑了基于锚定和分布的方法以及在根据锚定变量定义的组中 PRO 评分的经验累积分布函数的图形表示的结果。该分析纳入了 434 名 RRMS 患者的 8 种 PRO 工具(MSIS-29 v2、FSMC、MSPS、MSNQ、TSQM v1.4、PDDS、HRPQ-MS v2 和 HADS)的数据。对于 MSIS-29 v2、FSMC、MSPS 和 MSNQ 总分,可获得的锚定变量使基于锚定和分布的方法都可适用。对于没有适当锚定的工具,应用了基于分布的方法。通过比较在锚定变量中显示一个或两个类别改善的参与者与显示无变化的参与者之间 PRO 评分的平均变化,定义了有意义的个体内改善的推荐值。使用基于分布的方法计算了“下限”估计值。改善大于下限估计值被认为是“有临床意义的”。
本分析为评估 8 种在 MS 研究中使用的 PRO 工具的个体内有意义的改善提供了估计值。这些估计值对于解释评分和报告研究结果以及促进监管和医疗保健当局在这些 8 种 PRO 广泛使用时的决策应该是有用的。