Institute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.
The University of Queensland, St Lucia, QLD, Australia.
Transl Psychiatry. 2023 Apr 4;13(1):110. doi: 10.1038/s41398-023-02403-8.
Observational studies and randomized controlled trials presented inconsistent findings on the effects of cholesterol-lowering statins on depression. It therefore remains unclear whether statins have any beneficial effects on depression, and if so, what the underlying molecular mechanisms are. Here, we aimed to use genomic approaches to investigate this further. Using Connectivity Map (CMap), we first investigated whether statins and antidepressants shared pharmacological effects by interrogating gene expression responses to drug exposure in human cell lines. Second, using Mendelian randomization analysis, we investigated both on-target (through HMGCR inhibition) and potential off-target (through ITGAL and HDAC2 inhibition) causal effects of statins on depression risk and depressive symptoms, and traits related to the shared biological pathways identified from CMap analysis. Compounds inducing highly similar gene expression responses to statins in HA1E cells (indicated by an average connectivity score with statins > 90) were found to be enriched for antidepressants (12 out of 38 antidepressants; p = 9E-08). Genes perturbed in the same direction by both statins and antidepressants were significantly enriched for diverse cellular and metabolic pathways, and various immune activation, development and response processes. MR analysis did not identify any significant associations between statin exposure and depression risk or symptoms after multiple testing correction. However, genetically proxied HMGCR inhibition was strongly associated with alterations in platelets (a prominent serotonin reservoir) and monocyte percentage, which have previously been implicated in depression. Genetically proxied ITGAL inhibition was strongly associated with basophil, monocyte and neutrophil counts. We identified biological pathways that are commonly perturbed by both statins and antidepressants, and haematological biomarkers genetically associated with statin targets. Our findings warrant pre-clinical investigation of the causal role of these shared pathways in depression and potential as therapeutic targets, and investigation of whether blood biomarkers may be important considerations in clinical trials investigating effects of statins on depression.
观察性研究和随机对照试验对降脂他汀类药物对抑郁症的影响得出了不一致的结论。因此,目前尚不清楚他汀类药物是否对抑郁症有任何有益作用,如果有,其潜在的分子机制是什么。在这里,我们旨在进一步使用基因组方法对此进行研究。我们首先使用连接组学(CMap)来调查他汀类药物和抗抑郁药是否具有共同的药理作用,方法是检测人类细胞系中药物暴露对基因表达的反应。其次,我们使用孟德尔随机化分析来研究他汀类药物对抑郁症风险和抑郁症状的直接作用(通过 HMGCR 抑制)和潜在的间接作用(通过 ITGAL 和 HDAC2 抑制),以及与 CMap 分析确定的共同生物学途径相关的特征。在 HA1E 细胞中,与他汀类药物诱导的高度相似基因表达反应的化合物(通过与他汀类药物的平均连接得分 > 90 来指示)被发现富含抗抑郁药(38 种抗抑郁药中有 12 种;p = 9E-08)。他汀类药物和抗抑郁药在相同方向上扰动的基因显著富集于各种细胞和代谢途径,以及各种免疫激活、发育和反应过程。在经过多次测试校正后,MR 分析未发现他汀类药物暴露与抑郁症风险或症状之间存在任何显著关联。然而,遗传上接近的 HMGCR 抑制与血小板(一种重要的血清素储存库)和单核细胞百分比的改变强烈相关,而血小板和单核细胞百分比以前被认为与抑郁症有关。遗传上接近的 ITGAL 抑制与嗜碱性粒细胞、单核细胞和中性粒细胞计数强烈相关。我们确定了共同受到他汀类药物和抗抑郁药共同干扰的生物学途径,以及与他汀类药物靶点遗传相关的血液生物标志物。我们的研究结果为进一步研究这些共同途径在抑郁症中的因果作用以及作为治疗靶点的潜在作用提供了依据,并为研究他汀类药物对抑郁症的影响的临床试验中血液生物标志物是否为重要考虑因素提供了依据。