Department of Mathematics and Statistics, Faculty of Science, University of Winnipeg, Winnipeg, Canada.
Departments of Mathematics and Statistics and Production Animal Health, Faculties of Science and Veterinary Medicine, University of Calgary, Calgary, Canada.
Rheumatology (Oxford). 2021 Aug 2;60(8):3570-3578. doi: 10.1093/rheumatology/keaa803.
To quantify rheumatologists' beliefs about the effectiveness of triple therapy (MTX + HCQ + SSZ) and other commonly used initial treatments for RA.
In a Bayesian belief elicitation exercise, 40 rheumatologists distributed 20 chips, each representing 5% of their total weight of belief on the probability that a typical patient with moderate-severe early RA would have an ACR50 response within 6 months with MTX (oral and s.c.), MTX + HCQ (dual therapy) and triple therapy. Parametric distributions were fit, and used to calculate pairwise median relative risks (RR), with 95% credible intervals, and estimate sample sizes for new trials to shift these beliefs.
In the pooled analysis, triple therapy was perceived to be superior to MTX (RR 1.97; 1.35, 2.89) and dual therapy (RR 1.32; 1.03, 1.73). A pessimistic subgroup (n = 10) perceived all treatments to be similar, whereas an optimistic subgroup (n = 10) believed triple therapy to be most effective of all (RR 4.03; 2.22, 10.12). Similar variability was seen for the comparison between oral and s.c. MTX. Assuming triple therapy is truly more effective than MTX, a trial of 100 patients would be required to convince the pessimists; if triple therapy truly has no-modest effect (RR <1.5), a non-inferiority trial of 475 patients would be required to convince the optimists.
Rheumatologists' beliefs regarding the effectiveness of triple therapy vary, which may partially explain the variability in its use. Owing to the strength of beliefs, some may be reluctant to shift, even with new evidence.
量化风湿病学家对三联疗法(MTX + HCQ + SSZ)和其他常用于 RA 初始治疗的有效性的信念。
在贝叶斯信念 elicitation 研究中,40 名风湿病学家分发了 20 个筹码,每个筹码代表他们对中度至重度早期 RA 典型患者在 6 个月内使用 MTX(口服和皮下)、MTX + HCQ(双重疗法)和三联疗法治疗时达到 ACR50 反应的总置信权重的 5%。拟合参数分布,并用于计算两两中位数相对风险(RR),置信区间为 95%,并估计新试验的样本量以改变这些信念。
在汇总分析中,三联疗法被认为优于 MTX(RR 1.97;1.35,2.89)和双重疗法(RR 1.32;1.03,1.73)。悲观亚组(n = 10)认为所有治疗方法都相似,而乐观亚组(n = 10)则认为三联疗法是所有治疗方法中最有效的(RR 4.03;2.22,10.12)。对于口服和皮下 MTX 之间的比较也观察到了类似的可变性。假设三联疗法确实比 MTX 更有效,那么需要 100 名患者的试验才能说服悲观者;如果三联疗法确实没有明显效果(RR <1.5),那么需要 475 名患者的非劣效性试验才能说服乐观者。
风湿病学家对三联疗法有效性的信念存在差异,这可能部分解释了其使用的变异性。由于信念的强度,即使有新的证据,有些人可能也不愿意改变。