Development and Validation of a Novel Evidence-Based Lupus Multivariable Outcome Score for Clinical Trials

被引:13
作者
Abrahamowicz, Michal [1 ,2 ]
Esdaile, John M. [3 ,4 ]
Ramsey-Goldman, Rosalind [5 ]
Simon, Lee S. [6 ]
Strand, Vibeke [7 ]
Lipsky, Peter E. [8 ]
机构
[1] McGill Univ, Montreal, PQ, Canada
[2] McGill Univ, Hlth Ctr, Res Inst, Montreal, PQ, Canada
[3] Univ Calgary, Calgary, AB, Canada
[4] Arthrit Res Canada, Richmond, BC, Canada
[5] Northwestern Univ, Chicago, IL 60611 USA
[6] SDG, Cambridge, MA USA
[7] Stanford Univ, Sch Med, Palo Alto, CA 94304 USA
[8] RILITE Res Inst, 250 West Main St,Suite 300, Charlottesville, VA 22902 USA
关键词
VARIABLE SELECTION METHODS; DISEASE-ACTIVITY; ERYTHEMATOSUS; MODELS; INDEX;
D O I
10.1002/art.40522
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective. Trials of new systemic lupus erythematosus (SLE) treatments are hampered by the lack of effective outcome measures. To address this, we developed a novel Lupus Multivariable Outcome Score (LuMOS) and assessed its performance using data from 2 randomized controlled trials of belimumab in patients with SLE. Methods. The LuMOS formula was developed by analyzing raw data from 2 pivotal trials, the Study of Belimumab in Subjects with SLE 52-week (BLISS-52) and 76-week (BLISS-76) trials, which are the basis for approval of belimumab. Using the BLISS-76 trial data as the learning data set, we carried out multivariable logistic regression analyses to optimize discrimination of outcomes between patients treated with 10 mg/kg belimumab and patients receiving placebo over the first 52 weeks of follow-up. In addition, the performance of LuMOS was assessed using an independent validation data set from the BLISS-52 trial. Results. The LuMOS model incorporated the following response criteria: a >= 4-point reduction on the Safety of Estrogens in Lupus Erythematosus National Assessment version of the SLE Disease Activity Index, an increase in C4 levels, a decrease in anti-double-stranded DNA titers, and changes in the British Isles Lupus Assessment Group scores for organ system manifestations (no worsening in renal components, and improvements in mucocutaneous components). A decrease in the prednisone dose and increase in C3 levels had very minor impacts on the total LuMOS score. In all analyses of the BLISS-76 and BLISS-52 trial data sets, the mean LuMOS scores were significantly higher (P < 0.0001) in patients treated with 1 mg or 10 mg belimumab compared to placebo. In contrast to the performance of the SLE Responder Index 4 (SRI-4), the LuMOS revealed significant differences between the active treatment group (1 mg belimumab in the BLISS-76 cohort) and placebo group. The effect sizes were significantly much higher with the LuMOS than with the SRI-4. Conclusion. The evidenced-based LuMOS outcome scoring system, developed with data from the BLISS-76 trial of belimumab in patients with SLE and validated with data from the BLISS-52 trial, exhibits a superior capacity to discriminate responders from nonresponders when compared to the SRI-4. Use of the LuMOS may improve the efficiency and power of analyses in future lupus trials.
引用
收藏
页码:1450 / 1458
页数:9
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