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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Main Authors: Al-mustanjid, Chandan Mandal, Md. Habibur Rahman
Format: Article
Language:English
Published: International Academy of Ecology and Environmental Sciences 2019-06-01
Series:Network Biology
Subjects:
R
Online Access:http://www.iaees.org/publications/journals/nb/articles/2019-9(2)/design-of-a-common-pathway-drug-for-cardiovascular-diseases.pdf
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spelling 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
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AT mdhabiburrahman designofacommonpathwaydrugforalltypesofcardiovasculardiseasesanetworkbiologyapproach
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