Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
JAMA Psychiatry. 2021 May 1;78(5):490-497. doi: 10.1001/jamapsychiatry.2020.4564.
Antidepressants are commonly used to treat major depressive disorder (MDD). Antidepressant outcomes can vary based on individual differences; however, it is unclear whether specific factors determine this variability or whether it is at random.
To investigate the assumption of systematic variability in symptomatic response to antidepressants and to assess whether variability is associated with MDD severity, antidepressant class, or study publication year.
Data used were updated from a network meta-analysis of treatment with licensed antidepressants in adults with MDD. The Cochrane Central Register of Controlled Trials, CINAHL, Embase, LILACS database, MEDLINE, MEDLINE In-Process, and PsycInfo were searched from inception to March 21, 2019. Additional sources were international trial registries and sponsors, drug companies and regulatory agencies' websites, and reference lists of published articles. Data were analyzed between June 8, 2020, and June 13, 2020.
Analysis was restricted to double-blind, randomized placebo-controlled trials with depression scores available at the study's end point.
Baseline means, number of participants, end point means and SDs of total depression scores, antidepressant type, and publication year were extracted.
Log SDs (bln σ̂) were derived for treatment groups (ie, antidepressant and placebo). A random-slope mixed-effects model was conducted to estimate the difference in bln σ̂ between treatment groups while controlling for end point mean. Secondary models determined whether differences in variability between groups were associated with baseline MDD severity; antidepressant class (selective serotonin reuptake inhibitors and other related drugs; serotonin and norepinephrine reuptake inhibitors; norepinephrine-dopamine reuptake inhibitors; noradrenergic agents; or other antidepressants); and publication year.
In the 91 eligible trials (18 965 participants), variability in response did not differ significantly between antidepressants and placebo (bln σ̂, 1.02; 95% CI, 0.99-1.05; P = .19). This finding is consistent with a range of treatment effect SDs (up to 16.10), depending on the association between the antidepressant and placebo effects. Variability was not associated with baseline MDD severity or publication year. Responses to noradrenergic agents were 11% more variable than responses to selective serotonin reuptake inhibitors (bln σ̂, 1.11; 95% CI, 1.01-1.21; P = .02).
Although this study cannot rule out the possibility of treatment effect heterogeneity, it does not provide empirical support for personalizing antidepressant treatment based solely on total depression scores. Future studies should explore whether individual symptom scores or biomarkers are associated with variability in response to antidepressants.
抗抑郁药常用于治疗重度抑郁症(MDD)。抗抑郁药的效果可能因个体差异而有所不同;然而,目前尚不清楚是否存在特定的因素决定了这种可变性,或者这种可变性是否是随机的。
研究抗抑郁药治疗症状反应的系统性可变性假设,并评估可变性是否与 MDD 严重程度、抗抑郁药类型或研究发表年份相关。
使用成人 MDD 抗抑郁治疗网络荟萃分析的数据进行更新。检索了 Cochrane 对照试验中心注册库、CINAHL、Embase、LILACS 数据库、MEDLINE、MEDLINE 处理中数据库和 PsycInfo,检索时间从建库开始到 2019 年 3 月 21 日。此外还检索了国际试验注册处和赞助商、制药公司和监管机构的网站以及已发表文章的参考文献。数据分析时间为 2020 年 6 月 8 日至 6 月 13 日。
分析仅限于双盲、随机安慰剂对照试验,且研究终点有抑郁评分数据。
提取了基线平均值、参与者数量、终点时的总抑郁评分均值和标准差、抗抑郁药类型和发表年份。
为治疗组(即抗抑郁药和安慰剂)推导了 log SD(bln σ̂)。进行了随机斜率混合效应模型,以控制终点均值来估计治疗组之间的 bln σ̂差异。次要模型确定了组间变异的差异是否与基线 MDD 严重程度、抗抑郁药类型(选择性 5-羟色胺再摄取抑制剂和其他相关药物;5-羟色胺和去甲肾上腺素再摄取抑制剂;去甲肾上腺素多巴胺再摄取抑制剂;去甲肾上腺素能药物;或其他抗抑郁药)和发表年份相关。
在 91 项合格试验(18965 名参与者)中,抗抑郁药与安慰剂之间的反应可变性无显著差异(bln σ̂,1.02;95%CI,0.99-1.05;P=0.19)。这一发现与一系列治疗效果的 SD 一致(最高可达 16.10),具体取决于抗抑郁药与安慰剂之间的关联。可变性与基线 MDD 严重程度或发表年份无关。去甲肾上腺素能药物的反应比选择性 5-羟色胺再摄取抑制剂的反应更具可变性,差异为 11%(bln σ̂,1.11;95%CI,1.01-1.21;P=0.02)。
尽管本研究不能排除治疗效果异质性的可能性,但它并没有提供基于总抑郁评分来个性化抗抑郁治疗的实证支持。未来的研究应探讨个体症状评分或生物标志物是否与抗抑郁药反应的可变性相关。