Regenerative Biology, The Morgridge Institute for Research, Madison, WI, USA.
R&D Division, Eriks-Precision Components India Pvt Ltd, Mohali, Punjab, India.
Methods Mol Biol. 2022;2496:111-121. doi: 10.1007/978-1-0716-2305-3_6.
Multiple sclerosis, a disease of central nervous system leads to potential disability. In the USA, one million cases are diagnosed with multiple sclerosis in 2019. Multiple sclerosis is identified as one of the diseases causing global burden. Cognitive disorder is highly prevalent among 43-70% of multiple sclerosis patients. However, treating cognitive disorder in multiple sclerosis patients is mostly ignored and this leads to several complications. We utilized various expert curated resources to identify potential drugs for multiple sclerosis and cognitive disorder, with specific focus on identifying drugs that are capable of treating both the conditions. We used simple text mining techniques to compile two databases, disease-drug association database and gene-drug interaction database from various existing standard resources. Our study suggests four drugs, Baclofen, Levodopa, Minocycline, and Vitamin B12, for treating both multiple sclerosis and cognitive disorder. In addition, our approach suggests six drugs for multiple sclerosis and 10 drugs for cognitive disorder. We obtained pharmacologist opinion on the drugs suggested for each condition and provided literature evidence for our claim. Here, we present our computational approach as a protocol such that it can be applied to other comorbid diseases that did not gain much attention so far.
多发性硬化症是一种中枢神经系统疾病,可能导致残疾。在美国,2019 年有 100 万例多发性硬化症被诊断出来。多发性硬化症是造成全球负担的疾病之一。43-70%的多发性硬化症患者存在认知障碍。然而,多发性硬化症患者的认知障碍治疗大多被忽视,这导致了许多并发症。我们利用各种专家精心策划的资源来识别多发性硬化症和认知障碍的潜在药物,特别关注能够同时治疗这两种疾病的药物。我们使用简单的文本挖掘技术从各种现有标准资源中编译了两个数据库,疾病-药物关联数据库和基因-药物相互作用数据库。我们的研究表明,有 4 种药物(巴氯芬、左旋多巴、米诺环素和维生素 B12)可同时治疗多发性硬化症和认知障碍。此外,我们的方法还为多发性硬化症推荐了 6 种药物,为认知障碍推荐了 10 种药物。我们征求了药理学家对每种疾病推荐药物的意见,并为我们的主张提供了文献证据。在这里,我们提出了我们的计算方法作为一种方案,以便可以将其应用于迄今尚未受到太多关注的其他共病。