Literature DB >> 35713861

A Simple Computational Approach to Identify Potential Drugs for Multiple Sclerosis and Cognitive Disorders from Expert Curated Resources.

Kalpana Raja1, Archana Prabahar2, Shyam Sundar Arputhanatham3.   

Abstract

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.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Bioinformatics; Cognitive disorder; Multiple sclerosis; Pharmacology; Text mining

Mesh:

Year:  2022        PMID: 35713861     DOI: 10.1007/978-1-0716-2305-3_6

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  26 in total

Review 1.  Mechanistic insights into corticosteroids in multiple sclerosis: war horse or chameleon?.

Authors:  Stephen Krieger; Shawn F Sorrells; Molly Nickerson; Thaddeus W W Pace
Journal:  Clin Neurol Neurosurg       Date:  2014-01-10       Impact factor: 1.876

Review 2.  Role of immunosuppressive therapy for the treatment of multiple sclerosis.

Authors:  James M Stankiewicz; Hadar Kolb; Arnon Karni; Howard L Weiner
Journal:  Neurotherapeutics       Date:  2013-01       Impact factor: 7.620

Review 3.  Cognitive impairment in multiple sclerosis - a review of current knowledge and recent research.

Authors:  Tomasz Grzegorski; Jacek Losy
Journal:  Rev Neurosci       Date:  2017-11-27       Impact factor: 4.353

4.  Atherosclerosis, inflammatory factor changes, cognitive disorder and vascular endothelial functions in patients with different grades of leukoaraiosis.

Authors:  Lirong Lin; Yaxuan Zhang; Qingxin Zeng; Ligong Lin; Xiaoli Geng; Shaobin Wang
Journal:  Clin Hemorheol Microcirc       Date:  2019       Impact factor: 2.375

5.  The new NHGRI-EBI Catalog of published genome-wide association studies (GWAS Catalog).

Authors:  Jacqueline MacArthur; Emily Bowler; Maria Cerezo; Laurent Gil; Peggy Hall; Emma Hastings; Heather Junkins; Aoife McMahon; Annalisa Milano; Joannella Morales; Zoe May Pendlington; Danielle Welter; Tony Burdett; Lucia Hindorff; Paul Flicek; Fiona Cunningham; Helen Parkinson
Journal:  Nucleic Acids Res       Date:  2016-11-29       Impact factor: 16.971

6.  Machine learning workflow to enhance predictions of Adverse Drug Reactions (ADRs) through drug-gene interactions: application to drugs for cutaneous diseases.

Authors:  Kalpana Raja; Matthew Patrick; James T Elder; Lam C Tsoi
Journal:  Sci Rep       Date:  2017-06-16       Impact factor: 4.379

7.  The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019.

Authors:  Annalisa Buniello; Jacqueline A L MacArthur; Maria Cerezo; Laura W Harris; James Hayhurst; Cinzia Malangone; Aoife McMahon; Joannella Morales; Edward Mountjoy; Elliot Sollis; Daniel Suveges; Olga Vrousgou; Patricia L Whetzel; Ridwan Amode; Jose A Guillen; Harpreet S Riat; Stephen J Trevanion; Peggy Hall; Heather Junkins; Paul Flicek; Tony Burdett; Lucia A Hindorff; Fiona Cunningham; Helen Parkinson
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

8.  Oridonin prevents insulin resistance-mediated cognitive disorder through PTEN/Akt pathway and autophagy in minimal hepatic encephalopathy.

Authors:  Fangfang Wen; Weishan Zhuge; Jian Wang; Xiaoai Lu; Ruimin You; Leping Liu; Qichuan Zhuge; Saidan Ding
Journal:  J Cell Mol Med       Date:  2019-09-30       Impact factor: 5.310

9.  Multiple sclerosis, relapses, and the mechanism of action of adrenocorticotropic hormone.

Authors:  Amy Perrin Ross; Aliza Ben-Zacharia; Colleen Harris; Jennifer Smrtka
Journal:  Front Neurol       Date:  2013-03-08       Impact factor: 4.003

10.  Large-scale network dysfunction in vascular cognitive disorder supports connectional diaschisis in advanced arteriosclerosis.

Authors:  D Meng; A A Hosseini; R J Simpson; T Welton; R A Dineen; D P Auer
Journal:  Eur J Neurol       Date:  2019-10-25       Impact factor: 6.089

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