University of Southern California Schaeffer Center for Health Economics and Policy, Los Angeles, CA, USA.
National Pharmaceutical Council, Washington, DC, USA.
Qual Life Res. 2018 Sep;27(9):2261-2273. doi: 10.1007/s11136-018-1891-7. Epub 2018 May 26.
Patient preference information (PPI) have an increasing role in regulatory decision-making, especially in benefit-risk assessment. PPI can also facilitate prioritization of symptoms to treat and inform meaningful selection of clinical trial endpoints. We engaged patients and caregivers to prioritize symptoms of Duchenne and Becker muscular dystrophy (DBMD) and explored preference heterogeneity.
Best-worst scaling (object case) was used to assess priorities across 11 symptoms of DBMD that impact quality of life and for which there is unmet need. Respondents selected the most and least important symptoms to treat among a subset of five. Relative importance scores were estimated for each symptom, and preference heterogeneity was identified using mixed logit and latent class analysis.
Respondents included patients (n = 59) and caregivers (n = 96) affected by DBMD. Results indicated that respondents prioritized "weaker heart pumping" [score = 5.13; 95% CI (4.67, 5.59)] and pulmonary symptoms: "lung infections" [3.15; (2.80, 3.50)] and "weaker ability to cough" [2.65; (2.33, 2.97)] as the most important symptoms to treat and "poor attention span" as the least important symptom to treat [- 5.23; (- 5.93, - 4.54)]. Statistically significant preference heterogeneity existed (p value < 0.001). At least two classes existed with different priorities. Priorities of the majority latent class (80%) reflected the aggregate results, whereas the minority latent class (20%) did not distinguish among pulmonary and other symptoms.
Estimates of the relative importance for symptoms of Duchenne muscular dystrophy indicated that symptoms with direct links to morbidity and mortality were prioritized above other non-skeletal muscle symptoms. Findings suggested the existence of preference heterogeneity for symptoms, which may be related to symptom experience.
患者偏好信息(PPI)在监管决策中发挥着越来越重要的作用,尤其是在获益-风险评估中。PPI 还可以促进治疗症状的优先级排序,并为有意义的临床试验终点选择提供信息。我们让患者及其照护者对杜氏肌营养不良症(DBMD)的症状进行优先级排序,并探讨了偏好异质性。
最佳最差评分法(对象案例)用于评估影响生活质量且存在未满足需求的 11 种 DBMD 症状的优先级。受访者从 5 个症状中选择最需要和最不需要治疗的症状。为每个症状估计了相对重要性得分,并使用混合对数和潜在类别分析来确定偏好异质性。
受访者包括受 DBMD 影响的患者(n=59)和照护者(n=96)。结果表明,受访者将“心脏泵血功能减弱”[得分=5.13;95%置信区间(4.67,5.59)]和肺部症状:“肺部感染”[3.15;(2.80,3.50)]和“咳嗽能力减弱”[2.65;(2.33,2.97)]视为最需要治疗的重要症状,而“注意力不集中”则是最不需要治疗的症状[-5.23;(-5.93,-4.54)]。存在统计学意义上的偏好异质性(p 值<0.001)。至少存在两个不同优先级的类别。多数潜在类别(80%)的优先级反映了总体结果,而少数潜在类别(20%)则没有区分肺部症状和其他症状。
对杜氏肌营养不良症症状的相对重要性的估计表明,与发病率和死亡率直接相关的症状比其他非骨骼肌症状更受重视。研究结果表明,症状的偏好存在异质性,这可能与症状体验有关。