The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen N, Denmark.
H. Lundbeck A/S, Valby, Copenhagen, Denmark.
Neuropsychopharmacology. 2021 Jun;46(7):1324-1332. doi: 10.1038/s41386-021-01002-9. Epub 2021 Apr 8.
A better understanding of the biological factors underlying antidepressant treatment in patients with major depressive disorder (MDD) is needed. We perform gene expression analyses and explore sources of variability in peripheral blood related to antidepressant treatment and treatment response in patients suffering from recurrent MDD at baseline and after 8 weeks of treatment. The study includes 281 patients, which were randomized to 8 weeks of treatment with vortioxetine (N = 184) or placebo (N = 97). To our knowledge, this is the largest dataset including both gene expression in blood and placebo-controlled treatment response measured by a clinical scale in a randomized clinical trial. We identified three novel genes whose RNA expression levels at baseline and week 8 are significantly (FDR < 0.05) associated with treatment response after 8 weeks of treatment. Among these genes were SOCS3 (FDR = 0.0039) and PROK2 (FDR = 0.0028), which have previously both been linked to depression. Downregulation of these genes was associated with poorer treatment response. We did not identify any genes that were differentially expressed between placebo and vortioxetine groups at week 8 or between baseline and week 8 of treatment. Nor did we replicate any genes identified in previous peripheral blood gene expression studies examining treatment response. Analysis of genome-wide expression variability showed that type of treatment and treatment response explains very little of the variance, a median of <0.0001% and 0.05% in gene expression across all genes, respectively. Given the relatively large size of the study, the limited findings suggest that peripheral blood gene expression might not be the best approach to explore the biological factors underlying antidepressant treatment.
需要更好地了解导致重度抑郁症 (MDD) 患者抗抑郁治疗的生物学因素。我们进行了基因表达分析,并探索了与基线时患有复发性 MDD 的患者的抗抑郁治疗和治疗反应相关的外周血变异性的来源,以及治疗 8 周后的外周血变异性来源。该研究包括 281 名患者,他们被随机分为 8 周的伏硫西汀治疗 (n = 184) 或安慰剂治疗 (n = 97)。据我们所知,这是最大的数据集,包括血液中的基因表达和通过临床量表测量的安慰剂对照治疗反应,在随机临床试验中。我们确定了三个新基因,它们在基线和第 8 周的 RNA 表达水平与治疗 8 周后的治疗反应显著相关 (FDR < 0.05)。这些基因中包括 SOCS3 (FDR = 0.0039) 和 PROK2 (FDR = 0.0028),它们以前都与抑郁症有关。这些基因的下调与治疗反应较差有关。我们没有发现第 8 周安慰剂组和伏硫西汀组之间或治疗第 8 周和基线之间表达有差异的基因。我们也没有复制以前研究治疗反应的外周血基因表达研究中确定的任何基因。全基因组表达变异性分析表明,治疗类型和治疗反应仅解释了很小的方差,在所有基因中,分别为<0.0001%和 0.05%。考虑到研究规模相对较大,有限的发现表明外周血基因表达可能不是探索抗抑郁治疗背后生物学因素的最佳方法。