Malki Karim, Mineur Yann S, Tosto Maria Grazia, Campbell James, Karia Priya, Jumabhoy Irfan, Sluyter Frans, Crusio Wim E, Schalkwyk Leonard C
MRC SGDP Centre, King's College London at the Institute of Psychiatry, PO80, DeCrespigny Park, London, UK.
Present address: Department of Psychiatry, Yale School of Medicine, New Haven, USA.
BMC Genomics. 2015 Apr 3;16(1):262. doi: 10.1186/s12864-015-1431-6.
BALB/cJ is a strain susceptible to stress and extremely susceptible to a defective hedonic impact in response to chronic stressors. The strain offers much promise as an animal model for the study of stress related disorders. We present a comparative hippocampal gene expression study on the effects of unpredictable chronic mild stress on BALB/cJ and C57BL/6J mice. Affymetrix MOE 430 was used to measure hippocampal gene expression from 16 animals of two different strains (BALB/cJ and C57BL/6J) of both sexes and subjected to either unpredictable chronic mild stress (UCMS) or no stress. Differences were statistically evaluated through supervised and unsupervised linear modelling and using Weighted Gene Coexpression Network Analysis (WGCNA). In order to gain further understanding into mechanisms related to stress response, we cross-validated our results with a parallel study from the GENDEP project using WGCNA in a meta-analysis design.
The effects of UCMS are visible through Principal Component Analysis which highlights the stress sensitivity of the BALB/cJ strain. A number of genes and gene networks related to stress response were uncovered including the Creb1 gene. WGCNA and pathway analysis revealed a gene network centered on Nfkb1. Results from the meta-analysis revealed a highly significant gene pathway centred on the Ubiquitin C (Ubc) gene. All pathways uncovered are associated with inflammation and immune response.
The study investigated the molecular mechanisms underlying the response to adverse environment in an animal model using a GxE design. Stress-related differences were visible at the genomic level through PCA analysis highlighting the high sensitivity of BALB/cJ animals to environmental stressors. Several candidate genes and gene networks reported are associated with inflammation and neurogenesis and could serve to inform candidate gene selection in human studies and provide additional insight into the pathology of Major Depressive Disorder.
BALB/cJ是一种易受应激影响的品系,对慢性应激源导致的享乐缺陷极度敏感。该品系作为研究应激相关疾病的动物模型具有很大潜力。我们进行了一项比较海马基因表达的研究,以探讨不可预测的慢性轻度应激对BALB/cJ和C57BL/6J小鼠的影响。使用Affymetrix MOE 430芯片测量了来自两种不同品系(BALB/cJ和C57BL/6J)、雌雄各16只动物的海马基因表达,这些动物分别接受不可预测的慢性轻度应激(UCMS)或无应激处理。通过监督和无监督线性建模以及使用加权基因共表达网络分析(WGCNA)对差异进行统计学评估。为了进一步了解与应激反应相关的机制,我们在一项荟萃分析设计中,使用WGCNA将我们的结果与GENDEP项目的一项平行研究进行了交叉验证。
通过主成分分析可以看出UCMS的影响,该分析突出了BALB/cJ品系的应激敏感性。发现了许多与应激反应相关的基因和基因网络,包括Creb1基因。WGCNA和通路分析揭示了一个以Nfkb1为中心的基因网络。荟萃分析的结果揭示了一个以泛素C(Ubc)基因为中心的高度显著的基因通路。所有发现的通路都与炎症和免疫反应相关。
本研究使用基因与环境相互作用(GxE)设计,在动物模型中研究了对不良环境反应的分子机制。通过PCA分析在基因组水平上可见与应激相关的差异,突出了BALB/cJ动物对环境应激源的高度敏感性。报道的几个候选基因和基因网络与炎症和神经发生相关,可用于为人类研究中的候选基因选择提供信息,并为重度抑郁症的病理学提供更多见解。