Craddock Travis J A, Harvey Jeanna M, Nathanson Lubov, Barnes Zachary M, Klimas Nancy G, Fletcher Mary Ann, Broderick Gordon
Center for Psychological Studies, Nova Southeastern University, Fort Lauderdale, USA.
Graduate School of Computer and Information Sciences, Nova Southeastern University, Fort Lauderdale, USA.
BMC Med Genomics. 2015 Jul 9;8:36. doi: 10.1186/s12920-015-0111-3.
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.
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.
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.
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.
海湾战争综合症(GWI)是一种复杂的多症状疾病,在1991年那场冲突的退伍军人中,多达三分之一的人受到影响,且尚未找到有效的治疗方法。为这样一种复杂的慢性病发现新的治疗策略极其昂贵,失败概率高,周期长。重新利用美国食品药品监督管理局批准的药物提供了一种具有成本效益的解决方案,且时间线显著缩短。
在此,我们通过将系统生物学和生物信息学技术与药物基因组信息相结合,探索GWI中药物重新利用的机会,以找到将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计其激活情况。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参考,以确定目前在其他疾病治疗中成功使用的药物。为了探索这些药物在与GWI相似疾病中的临床应用,我们比较了在GWI中显著表达的模块中的基因表达模式与在其他疾病中相同模块中的表达模式。
我们发现19个功能模块在GWI中基因表达模式有显著改变。在这些模块中,有45个基因是已记录的药物靶点。在所研究的18种疾病状况中,发现了与GWI基因表达模式高度相关且有大量重叠的疾病。其中大部分是脑部、肌肉和自身免疫性疾病。
在相关药物中,目前用于治疗类风湿性关节炎的免疫抑制剂和基于激素的疗法被确定为治疗GWI症状的最佳可用候选药物。