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首页> 外文期刊>BMC Medical Genomics >Using gene expression signatures to identify novel treatment strategies in gulf war illness
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Using gene expression signatures to identify novel treatment strategies in gulf war illness

机译:利用基因表达特征识别海湾战争疾病的新治疗策略

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Background Gulf War Illness (GWI) is a complex multi-symptom disorder that affects up to one in three veterans of this 1991 conflict and for which no effective treatment has been found. Discovering novel treatment strategies for such a complex chronic illness is extremely expensive, carries a high probability of failure and a lengthy cycle time. Repurposing Food and Drug Administration approved drugs offers a cost-effective solution with a significantly abbreviated timeline. Methods Here, we explore drug re-purposing opportunities in GWI by combining systems biology and bioinformatics techniques with pharmacogenomic information to find overlapping elements in gene expression linking GWI to successfully treated diseases. Gene modules were defined based on cellular function and their activation estimated from the differential expression?of each module’s constituent genes. These gene modules were then cross-referenced with drug atlas and pharmacogenomic databases to identify agents currently used successfully for treatment in other diseases. To explore the clinical use of these drugs in illnesses similar to GWI we compared?gene expression patterns in modules that were significantly expressed in GWI with expression patterns in those same modules?in other illnesses. Results We found 19 functional modules with significantly altered gene expression?patterns in GWI. Within these modules, 45 genes were documented drug targets. Illnesses with highly correlated gene expression patterns overlapping considerably with GWI were found in 18 of the disease conditions studied. Brain, muscular and autoimmune disorders composed the bulk of these. Conclusion Of the associated drugs, immunosuppressants currently used in treating rheumatoid arthritis, and hormone based therapies were identified as the best available candidates for treating GWI symptoms.
机译:背景信息海湾战争疾病(GWI)是一种复杂的多症状疾病,最多会影响1991年这场冲突的三分之一的退伍军人,目前尚未找到有效的治疗方法。对于这种复杂的慢性疾病,发现新颖的治疗策略非常昂贵,失败的可能性很高,周期时间也很长。重新利用美国食品药品监督管理局(FDA)批准的药物可提供具有成本效益的解决方案,并且时间表明显缩短。方法在这里,我们通过将系统生物学和生物信息学技术与药物基因组学信息相结合,在GWI中寻找重新利用药物的机会,以发现将GWI与成功治疗的疾病联系起来的基因表达中的重叠元素。根据细胞功能定义基因模块,并根据每个模块组成基因的差异表达估算其激活。然后将这些基因模块与药物图谱和药物基因组数据库进行交叉引用,以鉴定当前成功用于其他疾病治疗的药物。为了探索这些药物在与GWI类似的疾病中的临床应用,我们比较了在GWI中显着表达的模块中的基因表达模式与在其他疾病中在相同模块中的表达模式。结果我们发现19种功能模块在GWI中具有显着改变的基因表达模式。在这些模块中,有45个基因被记录为药物靶标。在研究的18种疾病中发现了与GWI高度重叠的高度相关的基因表达模式的疾病。脑,肌肉和自身免疫性疾病占这些疾病的大部分。结论在相关药物中,目前用于治疗类风湿关节炎的免疫抑制剂以及以激素为基础的疗法被认为是治疗GWI症状的最佳候选药物。

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