Meta-analysis of the Age-Dependent Efficacy of Multiple Sclerosis Treatments

被引:220
作者
Weideman, Ann Marie [1 ]
Tapia-Maltos, Marco Aurelio [1 ,2 ]
Johnson, Kory [3 ]
Greenwood, Mark [4 ]
Bielekova, Bibiana [1 ]
机构
[1] NINDS, Neuroimmunol Dis Unit, NIH, Bldg 36,Rm 4D04, Bethesda, MD 20892 USA
[2] Univ Nacl Autonoma Mexico, Fac Med, PECEM, Mexico City, DF, Mexico
[3] NINDS, Bioinformat Sect, NIH, Bldg 36,Rm 4D04, Bethesda, MD 20892 USA
[4] Montana State Univ, Dept Math Sci, Bozeman, MT 59717 USA
基金
美国国家卫生研究院;
关键词
clinical trials; neuroimmunology; neuroinflammation; clinical practice; meta-analysis; MENINGEAL INFLAMMATION; SUBGROUP ANALYSES; TISSUE-DAMAGE; DOUBLE-BLIND; PLACEBO; DISABILITY; DISEASE; HYPOXIA; EXPRESSION; RITUXIMAB;
D O I
10.3389/fneur.2017.00577
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: To perform a meta-analysis of randomized, blinded, multiple sclerosis (MS) clinical trials, to test the hypothesis that efficacy of immunomodulatory disease-modifying therapies (DMTs) on MS disability progression is strongly dependent on age. Methods: We performed a literature search with pre-defined criteria and extracted relevant features from 38 clinical trials that assessed efficacy of DMTs on disability progression. We fit a linear regression, weighted for trial sample size, and duration, to examine the hypothesis that age has a defining effect on the therapeutic efficacy of immunomodulatory DMTs. Results: More than 28,000 MS subjects participating in trials of 13 categories of immunomodulatory drugs are included in the meta-analysis. The efficacy of immunomodulatory DMTs on MS disability strongly decreased with advancing age (R-2= 0.6757, p = 6.39e-09). Inclusion of baseline EDSS did not significantly improve the model. The regression predicts zero efficacy beyond approximately age 53 years. The comparative efficacy rank derived from the regression residuals differentiates high-and low-efficacy drugs. High-efficacy drugs outperform low-efficacy drugs in inhibiting MS disability only for patients younger than 40.5 years. Conclusion: The meta-analysis supports the notion that progressive MS is simply a later stage of the MS disease process and that age is an essential modifier of a drug efficacy. Higher efficacy treatments exert their benefit over lower efficacy treatments only during early stages of MS, and, after age 53, the model suggests that there is no predicted benefit to receiving immunomodulatory DMTs for the average MS patient.
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页数:12
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