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Characterizing Topological Properties and Network Pathway Model among Vector Borne Diseases

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dc.contributor.author Taz, Tasnimul Alam
dc.contributor.author Kawsar, Md.
dc.contributor.author Paul, Bikash Kumar
dc.contributor.author Ahmed, Kawsar
dc.contributor.author Bhuyian, Touhid
dc.date.accessioned 2021-08-17T09:01:14Z
dc.date.available 2021-08-17T09:01:14Z
dc.date.issued 2020-03-03
dc.identifier.uri http://dspace.daffodilvarsity.edu.bd:8080/handle/123456789/5991
dc.description.abstract Dengue, 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. en_US
dc.language.iso en_US en_US
dc.publisher Informatics in Medicine Unlocked, Elsevier Science en_US
dc.subject PPIs network en_US
dc.subject Topological properties en_US
dc.subject Pathway analysis en_US
dc.subject Co-expression network en_US
dc.subject Physical interaction network en_US
dc.subject Gene regulatory network en_US
dc.title Characterizing Topological Properties and Network Pathway Model among Vector Borne Diseases en_US
dc.type Article en_US


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