Integrative modeling of drug therapy and the bone turnover
Denosumab has been successfully used for the postmenopausal osteoporosis treatment. This research is focused on the computational analysis of the effect of denosumab on bone remodeling. Inspired by the advancement in the field of multiscale modeling , this research encompasses on the cellular and mo...
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Veröffentlicht in: | Clinical biomechanics (Bristol) 2018-12, Vol.60, p.141-148 |
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creator | Javed, Sana Sohail, Ayesha Nutini, Alessandro |
description | Denosumab has been successfully used for the postmenopausal osteoporosis treatment. This research is focused on the computational analysis of the effect of denosumab on bone remodeling.
Inspired by the advancement in the field of multiscale modeling , this research encompasses on the cellular and molecular bone remodeling key players. The model is designed to cover all the dominant interacting factors and their respective gradients. During this research, we have performed numerical experiments to validate our mathematical model, by interfacing it with the parametric values available in the literature.
The novelty of our work relies in the fact that we have considered the effect of estrogen, sclerostin and NFATc1 during osteoporosis and their combined effect with the variable effect of denosumab during therapy.
From our analysis, we have concluded that denosumab suppresses osteoclast differentiation, that results in reduced bone resorption. These results are in agreement with the experimental findings.
•The dynamics of compounds•Analysis of the prospective benefits of the drug “denosumab”•Computational analysis with the aid of special functions (for decay/growth process) |
doi_str_mv | 10.1016/j.clinbiomech.2018.10.019 |
format | Article |
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Inspired by the advancement in the field of multiscale modeling , this research encompasses on the cellular and molecular bone remodeling key players. The model is designed to cover all the dominant interacting factors and their respective gradients. During this research, we have performed numerical experiments to validate our mathematical model, by interfacing it with the parametric values available in the literature.
The novelty of our work relies in the fact that we have considered the effect of estrogen, sclerostin and NFATc1 during osteoporosis and their combined effect with the variable effect of denosumab during therapy.
From our analysis, we have concluded that denosumab suppresses osteoclast differentiation, that results in reduced bone resorption. These results are in agreement with the experimental findings.
•The dynamics of compounds•Analysis of the prospective benefits of the drug “denosumab”•Computational analysis with the aid of special functions (for decay/growth process)</description><identifier>ISSN: 0268-0033</identifier><identifier>EISSN: 1879-1271</identifier><identifier>DOI: 10.1016/j.clinbiomech.2018.10.019</identifier><identifier>PMID: 30359867</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Astrogen ; Bone turnover ; Denosumab ; Mathematical modeling ; Multiscale analysis ; NFATc1 ; Sclerostin</subject><ispartof>Clinical biomechanics (Bristol), 2018-12, Vol.60, p.141-148</ispartof><rights>2018 Elsevier Ltd</rights><rights>Copyright © 2018 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c377t-b7dfcd4f1d7a2e4e94ae4829101b339219482efbbd905430924f4bf62717302a3</citedby><cites>FETCH-LOGICAL-c377t-b7dfcd4f1d7a2e4e94ae4829101b339219482efbbd905430924f4bf62717302a3</cites><orcidid>0000-0003-3263-7535</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0268003318305953$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30359867$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Javed, Sana</creatorcontrib><creatorcontrib>Sohail, Ayesha</creatorcontrib><creatorcontrib>Nutini, Alessandro</creatorcontrib><title>Integrative modeling of drug therapy and the bone turnover</title><title>Clinical biomechanics (Bristol)</title><addtitle>Clin Biomech (Bristol, Avon)</addtitle><description>Denosumab has been successfully used for the postmenopausal osteoporosis treatment. This research is focused on the computational analysis of the effect of denosumab on bone remodeling.
Inspired by the advancement in the field of multiscale modeling , this research encompasses on the cellular and molecular bone remodeling key players. The model is designed to cover all the dominant interacting factors and their respective gradients. During this research, we have performed numerical experiments to validate our mathematical model, by interfacing it with the parametric values available in the literature.
The novelty of our work relies in the fact that we have considered the effect of estrogen, sclerostin and NFATc1 during osteoporosis and their combined effect with the variable effect of denosumab during therapy.
From our analysis, we have concluded that denosumab suppresses osteoclast differentiation, that results in reduced bone resorption. These results are in agreement with the experimental findings.
•The dynamics of compounds•Analysis of the prospective benefits of the drug “denosumab”•Computational analysis with the aid of special functions (for decay/growth process)</description><subject>Astrogen</subject><subject>Bone turnover</subject><subject>Denosumab</subject><subject>Mathematical modeling</subject><subject>Multiscale analysis</subject><subject>NFATc1</subject><subject>Sclerostin</subject><issn>0268-0033</issn><issn>1879-1271</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqNkMtOwzAQRS0EoqXwCyjs2CT4kcYxO1TxqFSJDawtx560rpK42Eml_j2OWhBLVvO6M6N7ELojOCOYFA_bTDe2q6xrQW8yikkZ-xkm4gxNSclFSign52iKaVGmGDM2QVchbDHGOZ3zSzRhmM1FWfApelx2Pay96u0ektYZiIfXiasT44d10m_Aq90hUZ0Z86RyHST94Du3B3-NLmrVBLg5xRn6fHn-WLylq_fX5eJplWrGeZ9W3NTa5DUxXFHIQeQK8pKK6KRiTFAiYgV1VRmB5znDguZ1XtVFtMAZporN0P3x7s67rwFCL1sbNDSN6sANQVJCC4FZwYsoFUep9i4ED7Xcedsqf5AEyxGd3Mo_6OSIbhxFdHH39vRmqFowv5s_rKJgcRRANLu34GXQFjoNxnrQvTTO_uPNN76YhMs</recordid><startdate>201812</startdate><enddate>201812</enddate><creator>Javed, Sana</creator><creator>Sohail, Ayesha</creator><creator>Nutini, Alessandro</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-3263-7535</orcidid></search><sort><creationdate>201812</creationdate><title>Integrative modeling of drug therapy and the bone turnover</title><author>Javed, Sana ; Sohail, Ayesha ; Nutini, Alessandro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c377t-b7dfcd4f1d7a2e4e94ae4829101b339219482efbbd905430924f4bf62717302a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Astrogen</topic><topic>Bone turnover</topic><topic>Denosumab</topic><topic>Mathematical modeling</topic><topic>Multiscale analysis</topic><topic>NFATc1</topic><topic>Sclerostin</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Javed, Sana</creatorcontrib><creatorcontrib>Sohail, Ayesha</creatorcontrib><creatorcontrib>Nutini, Alessandro</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Clinical biomechanics (Bristol)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Javed, Sana</au><au>Sohail, Ayesha</au><au>Nutini, Alessandro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrative modeling of drug therapy and the bone turnover</atitle><jtitle>Clinical biomechanics (Bristol)</jtitle><addtitle>Clin Biomech (Bristol, Avon)</addtitle><date>2018-12</date><risdate>2018</risdate><volume>60</volume><spage>141</spage><epage>148</epage><pages>141-148</pages><issn>0268-0033</issn><eissn>1879-1271</eissn><abstract>Denosumab has been successfully used for the postmenopausal osteoporosis treatment. This research is focused on the computational analysis of the effect of denosumab on bone remodeling.
Inspired by the advancement in the field of multiscale modeling , this research encompasses on the cellular and molecular bone remodeling key players. The model is designed to cover all the dominant interacting factors and their respective gradients. During this research, we have performed numerical experiments to validate our mathematical model, by interfacing it with the parametric values available in the literature.
The novelty of our work relies in the fact that we have considered the effect of estrogen, sclerostin and NFATc1 during osteoporosis and their combined effect with the variable effect of denosumab during therapy.
From our analysis, we have concluded that denosumab suppresses osteoclast differentiation, that results in reduced bone resorption. These results are in agreement with the experimental findings.
•The dynamics of compounds•Analysis of the prospective benefits of the drug “denosumab”•Computational analysis with the aid of special functions (for decay/growth process)</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>30359867</pmid><doi>10.1016/j.clinbiomech.2018.10.019</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0003-3263-7535</orcidid></addata></record> |
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subjects | Astrogen Bone turnover Denosumab Mathematical modeling Multiscale analysis NFATc1 Sclerostin |
title | Integrative modeling of drug therapy and the bone turnover |
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