Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach
More than an era among all non-communicable diseases, cardiovascular diseases have become a major concern worldwide. Cardiovascular diseases have occurred around the world because of some common risk factors. Diseases have a genetic association indirectly or directly resulting from similar risk fact...
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International Academy of Ecology and Environmental Sciences
2019-06-01
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doaj-c14ce3f13b0945ef834d80c553d369ee2020-11-25T00:49:18ZengInternational Academy of Ecology and Environmental SciencesNetwork Biology2220-88792220-88792019-06-01922841Design of a common pathway drug for all types of cardiovascular diseases: A network biology approachAl-mustanjid0Chandan Mandal1Md. Habibur Rahman2Department of Software Engineering, Daffodil International University (DIU), 102/1, Sukrabad, Dhanmondi, Dhaka-1207, BangladeshDepartment of Software Engineering, Daffodil International University (DIU), 102/1, Sukrabad, Dhanmondi, Dhaka-1207, BangladeshDepartment of Software Engineering, Daffodil International University (DIU), 102/1, Sukrabad, Dhanmondi, Dhaka-1207, Bangladesh; Department of Information and Communication Technology, Mawlana Bhasani Science and Technology University (MBSTU), Santosh, Tangail-1902, BangladeshMore than an era among all non-communicable diseases, cardiovascular diseases have become a major concern worldwide. Cardiovascular diseases have occurred around the world because of some common risk factors. Diseases have a genetic association indirectly or directly resulting from similar risk factors. A disease is caused when a gene misses out its normal activity and affects the body negatively. Several research works have revealed the ways of how a structure-based drug from key biomolecule or protein can be designed for diseases using modern bioinformatics techniques and tools in network biology. This study evaluates protein-protein interaction network and designs a common pathway drug for all types of cardiovascular diseases. The data mining application called knowledge discovery in database (KDD) has been applied and genes are filtered, pre-processed, transformed and mined to identify common cardiovascular disease genes. Cardiovascular disease genes are collected using R from the National Center for Biotechnology Information gene database. Unihi is used as a tool for achieving the goal.http://www.iaees.org/publications/journals/nb/articles/2019-9(2)/design-of-a-common-pathway-drug-for-cardiovascular-diseases.pdfcardiovascular diseasedata miningRprotein-protein interaction networkdrug design |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Al-mustanjid Chandan Mandal Md. Habibur Rahman |
spellingShingle |
Al-mustanjid Chandan Mandal Md. Habibur Rahman Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach Network Biology cardiovascular disease data mining R protein-protein interaction network drug design |
author_facet |
Al-mustanjid Chandan Mandal Md. Habibur Rahman |
author_sort |
Al-mustanjid |
title |
Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach |
title_short |
Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach |
title_full |
Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach |
title_fullStr |
Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach |
title_full_unstemmed |
Design of a common pathway drug for all types of cardiovascular diseases: A network biology approach |
title_sort |
design of a common pathway drug for all types of cardiovascular diseases: a network biology approach |
publisher |
International Academy of Ecology and Environmental Sciences |
series |
Network Biology |
issn |
2220-8879 2220-8879 |
publishDate |
2019-06-01 |
description |
More than an era among all non-communicable diseases, cardiovascular diseases have become a major concern worldwide. Cardiovascular diseases have occurred around the world because of some common risk factors. Diseases have a genetic association indirectly or directly resulting from similar risk factors. A disease is caused when a gene misses out its normal activity and affects the body negatively. Several research works have revealed the ways of how a structure-based drug from key biomolecule or protein can be designed for diseases using modern bioinformatics techniques and tools in network biology. This study evaluates protein-protein interaction network and designs a common pathway drug for all types of cardiovascular diseases. The data mining application called knowledge discovery in database (KDD) has been applied and genes are filtered, pre-processed, transformed and mined to identify common cardiovascular disease genes. Cardiovascular disease genes are collected using R from the National Center for Biotechnology Information gene database. Unihi is used as a tool for achieving the goal. |
topic |
cardiovascular disease data mining R protein-protein interaction network drug design |
url |
http://www.iaees.org/publications/journals/nb/articles/2019-9(2)/design-of-a-common-pathway-drug-for-cardiovascular-diseases.pdf |
work_keys_str_mv |
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