Composite endpoint for ALS clinical trials based on patient preference: Patient-Ranked Order of Function (PROOF)
被引:9
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作者:
van Eijk, Ruben P. A.
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机构:
Stanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA
Stanford Univ, Ctr Innovat Study Design, Stanford, CA 94305 USA
UMC Utrecht Brain Ctr, Dept Neurol, Utrecht, NetherlandsStanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA
van Eijk, Ruben P. A.
[1
,2
,3
]
van den Berg, L. H.
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机构:
UMC Utrecht Brain Ctr, Dept Neurol, Utrecht, NetherlandsStanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA
van den Berg, L. H.
[3
]
Lu, Ying
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机构:
Stanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA
Stanford Univ, Ctr Innovat Study Design, Stanford, CA 94305 USAStanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA
Lu, Ying
[1
,2
]
机构:
[1] Stanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA
[2] Stanford Univ, Ctr Innovat Study Design, Stanford, CA 94305 USA
ALS;
motor neuron disease;
randomised trials;
AMYOTROPHIC-LATERAL-SCLEROSIS;
RATING-SCALE;
SURVIVAL;
D O I:
10.1136/jnnp-2021-328194
中图分类号:
R74 [神经病学与精神病学];
学科分类号:
摘要:
Background Patients with amyotrophic lateral sclerosis (ALS) show considerable variation in symptoms. Treatments targeting an overall improvement in symptomatology may not address what the majority of patients consider to be most important. Here, we propose a composite endpoint for ALS clinical trials that weighs the improvement in symptoms compared with what the patient population actually wants. Methods An online questionnaire was sent out to a population-based registry in The Netherlands. Patients with ALS were asked to score functional domains with a validated self-reported questionnaire, and rank the order of importance of each domain. This information was used to estimate variability in patient preferences and to develop the Patient-Ranked Order of Function (PROOF) endpoint. Results There was extensive variability in patient preferences among the 433 responders. The majority of the patients (62.1%) preferred to prioritise certain symptoms over others when evaluating treatments. The PROOF endpoint was established by comparing each patient in the treatment arm to each patient in the placebo arm, based on their preferred order of functional domains. PROOF averages all pairwise comparisons, and reflects the probability that a patient receiving treatment has a better outcome on domains that are most important to them, compared with a patient receiving placebo. By means of simulation we illustrate how incorporating patient preference may upgrade or downgrade trial results. Conclusions The PROOF endpoint provides a balanced patient-focused analysis of the improvement in function and may help to refine the risk-benefit assessment of new treatments for ALS.
机构:
Stanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Stanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, Stanford, CA 94305 USAStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Lu, Ying
Zhao, Qian
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机构:
Stanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Guangzhou Med Univ, Dept Biostat, Guangzhou, Peoples R ChinaStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Zhao, Qian
Zou, Jiying
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机构:
Stanford Univ, Dept Stat, Stanford, CA 94305 USAStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Zou, Jiying
Yan, Shiyan
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机构:
Inst Basic Res Clin Med, Beijing, Peoples R China
Acad Chinese Med Sci, Beijing, Peoples R ChinaStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Yan, Shiyan
Tamaresis, John S.
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机构:
Stanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USAStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Tamaresis, John S.
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Nelson, Lorene
Tu, Xin M.
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机构:
Univ Calif San Diego, Dept Family Med & Hlth Sci, La Jolla, CA 92093 USAStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Tu, Xin M.
Chen, Jie
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机构:
Pharmaceut Inc, Overland, Kenilworth, NJ USAStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Chen, Jie
Tian, Lu
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机构:
Stanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA
Stanford Univ, Dept Stat, Stanford, CA 94305 USAStanford Univ, Dept Biomed Data Sci, Sch Med, 1265 Welch Rd,X359, Stanford, CA 94305 USA