Characterizing Topological Properties and Network Pathway Model among Vector Borne Diseases

dc.contributor.authorTaz, Tasnimul Alam
dc.contributor.authorKawsar, Md.
dc.contributor.authorPaul, Bikash Kumar
dc.contributor.authorAhmed, Kawsar
dc.contributor.authorBhuyian, Touhid
dc.date.accessioned2021-08-17T09:01:14Z
dc.date.available2021-08-17T09:01:14Z
dc.date.issued2020-03-03
dc.description.abstractDengue, Malaria, and Chikungunya are vector-borne diseases, and are some of the most destructive diseases in the world. They cause millions of deaths per year. Our study, described herein, attempts to develop a significant solution in designing drugs for specified genes by analyzing the Protein-Protein Interactions (PPIs) network, topological properties, and pathway analysis. The steps of our paradigm include gene collection from the database, filtering, and finding the linkage of genes for these diseases. The initial step assists in the analysis by decreasing the total number of genes. Preprocessing, filtering, and linkage of genes were obtained by using the R language. After these analyses, we found four common genes. The topological properties for the related genes were identified. On the basis of the topological properties, Co-Expression and Physical Interaction networks were obtained. For systematic understanding of molecular mechanisms, we designed three types of gene regulatory networks. Based on our analyses, a drug is designed for the targeted genes.
dc.identifier.otherhttp://dspace.daffodilvarsity.edu.bd:8080/handle/123456789/5991
dc.identifier.urihttp://dspace.daffodilvarsity.edu.bd:8080/handle/123456789/5991
dc.language.isoen_US
dc.publisherInformatics in Medicine Unlocked, Elsevier Science
dc.sourceDIU Institutional Repository
dc.subjectPPIs network
dc.subjectTopological properties
dc.subjectPathway analysis
dc.subjectCo-expression network
dc.subjectPhysical interaction network
dc.subjectGene regulatory network
dc.titleCharacterizing Topological Properties and Network Pathway Model among Vector Borne Diseases
dc.typeArticle

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