Maslej Marta M, Furukawa Toshiaki A, Cipriani Andrea, Andrews Paul W, Mulsant Benoit H
Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
JAMA Psychiatry. 2020 Jun 1;77(6):607-617. doi: 10.1001/jamapsychiatry.2019.4815.
Antidepressants are commonly used worldwide to treat major depressive disorder. Symptomatic response to antidepressants can vary depending on differences between individuals; however, this variability may reflect nonspecific or random factors.
To investigate the assumption of systematic variability in symptomatic response to antidepressants and to assess whether this variability is associated with severity of major depressive disorder, antidepressant class, or year of study publication.
Data used were from a recent network meta-analysis of acute treatment with licensed antidepressants in adults with major depressive disorder. The following databases were searched from inception to January 8, 2016: the Cochrane Central Register of Controlled Trials, CINAHL, Embase, LILACS database, MEDLINE, MEDLINE In-Process, and PsycINFO. Additional sources were international trial registries, drug approval agency websites, and key scientific journals.
Analysis was restricted to double-blind, randomized placebo-controlled trials with available data at the study's end point.
Baseline and end point means, SDs, number of participants in each group, antidepressant class, and publication year were extracted. The data were analyzed between August 14 and November 18, 2019.
With the use of validated methods, coefficients of variation were derived for antidepressants and placebo, and their ratios were calculated to compare outcome variability between antidepressant and placebo. Ratios were entered into a random-effects model, with the expectation that response to antidepressants would be more variable than response to placebo. Analysis was repeated after stratifying by baseline severity of depression, antidepressant class (selective serotonin reuptake inhibitors: citalopram, escitalopram, fluoxetine, fluvoxamine, paroxetine, sertraline, and vilazodone; serotonin and norepinephrine reuptake inhibitors: desvenlafaxine and venlafaxine; norepinephrine-dopamine reuptake inhibitor: bupropion; noradrenergic agents: amitriptyline and reboxetine; and other antidepressants: agomelatine, mirtazapine, and trazodone), and publication year.
In the 87 eligible randomized placebo-controlled trials (17 540 unique participants), there was significantly more variability in response to antidepressants than to placebo (coefficients of variation ratio, 1.14; 95% CI, 1.11-1.17; P < .001). Baseline severity of depression did not moderate variability in response to antidepressants. Variability in response to selective serotonin reuptake inhibitors was lower than variability in response to noradrenergic agents (coefficients of variation ratio, 0.88; 95% CI, 0.80-0.97; P = .01), as was the variability in response to other antidepressants compared with noradrenergic agents (coefficients of variation ratio, 0.87; 95% CI, 0.79-0.97; P = .001). Variability also tended to be lower in studies that were published more recently, with coefficients of variation changing by a value of 0.005 (95% CI, 0.002-0.008; P = .003) for every year a study is more recent.
Individual differences may be systematically associated with responses to antidepressants in major depressive disorder beyond placebo effects or statistical factors. This study provides empirical support for identifying moderators and personalizing antidepressant treatment.
抗抑郁药在全球范围内广泛用于治疗重度抑郁症。对抗抑郁药的症状反应可能因个体差异而有所不同;然而,这种变异性可能反映了非特异性或随机因素。
研究抗抑郁药症状反应存在系统变异性的假设,并评估这种变异性是否与重度抑郁症的严重程度、抗抑郁药类别或研究发表年份相关。
所使用的数据来自最近一项针对成年重度抑郁症患者使用已获许可抗抑郁药进行急性治疗的网络荟萃分析。从数据库创建至2016年1月8日,检索了以下数据库:Cochrane对照试验中央登记册、护理学与健康领域数据库、Embase数据库、拉丁美洲及加勒比卫生科学数据库、医学期刊数据库、医学期刊数据库(正在处理中)和心理学文摘数据库。其他来源包括国际试验注册库、药品审批机构网站和主要科学期刊。
分析仅限于在研究终点有可用数据的双盲、随机安慰剂对照试验。
提取基线和终点均值、标准差、每组参与者数量、抗抑郁药类别和发表年份。数据于2019年8月14日至11月18日进行分析。
使用经过验证的方法,得出抗抑郁药和安慰剂的变异系数,并计算其比值以比较抗抑郁药与安慰剂之间的结局变异性。将比值纳入随机效应模型,预期抗抑郁药的反应比安慰剂的反应更具变异性。在按抑郁症基线严重程度、抗抑郁药类别(选择性5-羟色胺再摄取抑制剂:西酞普兰、艾司西酞普兰、氟西汀、氟伏沙明、帕罗西汀、舍曲林和维拉唑酮;5-羟色胺和去甲肾上腺素再摄取抑制剂:度洛西汀和文拉法辛;去甲肾上腺素-多巴胺再摄取抑制剂:安非他酮;去甲肾上腺素能药物:阿米替林和瑞波西汀;以及其他抗抑郁药:阿戈美拉汀、米氮平和曲唑酮)和发表年份进行分层后,重复分析。
在87项符合条件的随机安慰剂对照试验(17540名独立参与者)中,抗抑郁药的反应变异性显著高于安慰剂(变异系数比值为1.14;95%置信区间为1.11 - 1.17;P < 0.001)。抑郁症的基线严重程度并未调节抗抑郁药反应的变异性。选择性5-羟色胺再摄取抑制剂的反应变异性低于去甲肾上腺素能药物(变异系数比值为0.88;95%置信区间为0.80 - 0.97;P = 0.01),其他抗抑郁药与去甲肾上腺素能药物相比的反应变异性也是如此(变异系数比值为0.87;95%置信区间为0.79 - 0.97;P = 0.001)。在较近期发表的研究中,变异性也往往较低,每推迟一年发表研究,变异系数变化值为0.005(95%置信区间为0.002 - 0.008;P = 0.003)。
个体差异可能系统性地与重度抑郁症中抗抑郁药的反应相关,这超出了安慰剂效应或统计因素。本研究为识别调节因素和个性化抗抑郁治疗提供了实证支持。