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Modeling the neuro-protection of theaflavic acid from black tea and its synergy with nimodipine via mitochondria apoptotic pathway
Ischemic stroke presents a leading cause of mortality and morbidity worldwide. Theaflavic acid (TFA) is a theaflavin isolated from black tea that exerts a potentially neuro-protective effect. However, the dynamic properties of TFA-mediated protection remain largely unknown. In the current study, we...
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Published in: | Journal of Zhejiang University. B. Science 2021-02, Vol.22 (2), p.123-135 |
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description | Ischemic stroke presents a leading cause of mortality and morbidity worldwide. Theaflavic acid (TFA) is a theaflavin isolated from black tea that exerts a potentially neuro-protective effect. However, the dynamic properties of TFA-mediated protection remain largely unknown. In the current study, we evaluated the function of TFA in the mitochondria apoptotic pathway using mathematical modeling. We found that TFA-enhanced B-cell lymphoma 2 (Bcl-2) overexpression can theoretically give rise to bistability. The bistability is highly robust against parametric stochasticity while also conferring considerable variability in survival threshold. Stochastic simulations faithfully match the TFA dose response pattern seen in experimental studies. In addition, we identified a dose- and time-dependent synergy between TFA and nimodipine, a clinically used neuro-protective drug. This synergistic effect was enhanced by bistability independent of temporal factors. Precise application of pulsed doses of TFA can also promote survival compared with sustained TFA treatment. These data collectively demonstrate that TFA treatment can give rise to bistability and that synergy between TFA and nimodipine may offer a promising strategy for developing therapeutic neuro-protection against ischemic stroke. |
doi_str_mv | 10.1631/jzus.B2000540 |
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Theaflavic acid (TFA) is a theaflavin isolated from black tea that exerts a potentially neuro-protective effect. However, the dynamic properties of TFA-mediated protection remain largely unknown. In the current study, we evaluated the function of TFA in the mitochondria apoptotic pathway using mathematical modeling. We found that TFA-enhanced B-cell lymphoma 2 (Bcl-2) overexpression can theoretically give rise to bistability. The bistability is highly robust against parametric stochasticity while also conferring considerable variability in survival threshold. Stochastic simulations faithfully match the TFA dose response pattern seen in experimental studies. In addition, we identified a dose- and time-dependent synergy between TFA and nimodipine, a clinically used neuro-protective drug. This synergistic effect was enhanced by bistability independent of temporal factors. Precise application of pulsed doses of TFA can also promote survival compared with sustained TFA treatment. These data collectively demonstrate that TFA treatment can give rise to bistability and that synergy between TFA and nimodipine may offer a promising strategy for developing therapeutic neuro-protection against ischemic stroke.</description><identifier>ISSN: 1673-1581</identifier><identifier>EISSN: 1862-1783</identifier><identifier>DOI: 10.1631/jzus.B2000540</identifier><identifier>PMID: 33615753</identifier><language>eng</language><publisher>Hangzhou: Zhejiang University Press</publisher><subject>Apoptosis ; Bcl-2 protein ; Biomedical and Life Sciences ; Biomedicine ; Bistability ; Black tea ; Ischemia ; Lymphocytes B ; Lymphoma ; Mathematical models ; Mitochondria ; Morbidity ; Nimodipine ; Research Article ; Robustness (mathematics) ; Stochasticity ; Stroke ; Survival ; Synergistic effect ; Tea</subject><ispartof>Journal of Zhejiang University. B. 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B. Science</title><addtitle>J. Zhejiang Univ. Sci. B</addtitle><addtitle>J Zhejiang Univ Sci B</addtitle><description>Ischemic stroke presents a leading cause of mortality and morbidity worldwide. Theaflavic acid (TFA) is a theaflavin isolated from black tea that exerts a potentially neuro-protective effect. However, the dynamic properties of TFA-mediated protection remain largely unknown. In the current study, we evaluated the function of TFA in the mitochondria apoptotic pathway using mathematical modeling. We found that TFA-enhanced B-cell lymphoma 2 (Bcl-2) overexpression can theoretically give rise to bistability. The bistability is highly robust against parametric stochasticity while also conferring considerable variability in survival threshold. Stochastic simulations faithfully match the TFA dose response pattern seen in experimental studies. In addition, we identified a dose- and time-dependent synergy between TFA and nimodipine, a clinically used neuro-protective drug. This synergistic effect was enhanced by bistability independent of temporal factors. Precise application of pulsed doses of TFA can also promote survival compared with sustained TFA treatment. These data collectively demonstrate that TFA treatment can give rise to bistability and that synergy between TFA and nimodipine may offer a promising strategy for developing therapeutic neuro-protection against ischemic stroke.</description><subject>Apoptosis</subject><subject>Bcl-2 protein</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Bistability</subject><subject>Black tea</subject><subject>Ischemia</subject><subject>Lymphocytes B</subject><subject>Lymphoma</subject><subject>Mathematical models</subject><subject>Mitochondria</subject><subject>Morbidity</subject><subject>Nimodipine</subject><subject>Research Article</subject><subject>Robustness (mathematics)</subject><subject>Stochasticity</subject><subject>Stroke</subject><subject>Survival</subject><subject>Synergistic effect</subject><subject>Tea</subject><issn>1673-1581</issn><issn>1862-1783</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNptkctv1DAQhyMEoqVw5IosceGSre3YeVyQoOIlFfUCZ2tiTzZeEjvYzlbLkb-cRNuWgnryYz59M6Nflr1kdMPKgp3vfs1x855TSqWgj7JTVpc8Z1VdPF7uZVXkTNbsJHsW445SIWhVPs1OiqJkspLFafb7qzc4WLclqUficA4-n4JPqJP1jvhu_YdugL3VBLQ1pAt-JO0A-gdJCAScITZFEg8Ow_ZArm3qibOjN3ayDsneAhlt8rr3zoTlAZOfkk-LboLUX8PhefakgyHii5vzLPv-8cO3i8_55dWnLxfvLnMtpEi5aZsW6xrQNHXTilbWXQsd1SiZYYYDp7oVvOxow1owFTXIuxK15pKWYFAUZ9nbo3ea2xGNRpcCDGoKdoRwUB6s-rfibK-2fq-quqlkIxfBmxtB8D9njEmNNmocBnDo56i4aDhvKCvZgr7-D935ObhlvZWinFVSrML8SOngYwzY3Q3DqFrTVWu66jbdhX91f4M7-jbOBdgcgbiU3BbD37YPG_8AQC21JQ</recordid><startdate>20210215</startdate><enddate>20210215</enddate><creator>Mu, Dan</creator><creator>Qin, Huaguang</creator><creator>Jiao, Mengjie</creator><creator>Hua, Shaogui</creator><creator>Sun, Tingzhe</creator><general>Zhejiang University Press</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7QP</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-9575-4993</orcidid></search><sort><creationdate>20210215</creationdate><title>Modeling the neuro-protection of theaflavic acid from black tea and its synergy with nimodipine via mitochondria apoptotic pathway</title><author>Mu, Dan ; Qin, Huaguang ; Jiao, Mengjie ; Hua, Shaogui ; Sun, Tingzhe</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c454t-db9be88aed989b4b58fbaf0ce51d1d2a20cb426f091bad70de2f6ecc2506ade43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Apoptosis</topic><topic>Bcl-2 protein</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Bistability</topic><topic>Black tea</topic><topic>Ischemia</topic><topic>Lymphocytes B</topic><topic>Lymphoma</topic><topic>Mathematical models</topic><topic>Mitochondria</topic><topic>Morbidity</topic><topic>Nimodipine</topic><topic>Research Article</topic><topic>Robustness (mathematics)</topic><topic>Stochasticity</topic><topic>Stroke</topic><topic>Survival</topic><topic>Synergistic effect</topic><topic>Tea</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mu, Dan</creatorcontrib><creatorcontrib>Qin, Huaguang</creatorcontrib><creatorcontrib>Jiao, Mengjie</creatorcontrib><creatorcontrib>Hua, Shaogui</creatorcontrib><creatorcontrib>Sun, Tingzhe</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of Zhejiang University. B. Science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mu, Dan</au><au>Qin, Huaguang</au><au>Jiao, Mengjie</au><au>Hua, Shaogui</au><au>Sun, Tingzhe</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling the neuro-protection of theaflavic acid from black tea and its synergy with nimodipine via mitochondria apoptotic pathway</atitle><jtitle>Journal of Zhejiang University. B. Science</jtitle><stitle>J. Zhejiang Univ. Sci. B</stitle><addtitle>J Zhejiang Univ Sci B</addtitle><date>2021-02-15</date><risdate>2021</risdate><volume>22</volume><issue>2</issue><spage>123</spage><epage>135</epage><pages>123-135</pages><issn>1673-1581</issn><eissn>1862-1783</eissn><abstract>Ischemic stroke presents a leading cause of mortality and morbidity worldwide. Theaflavic acid (TFA) is a theaflavin isolated from black tea that exerts a potentially neuro-protective effect. However, the dynamic properties of TFA-mediated protection remain largely unknown. In the current study, we evaluated the function of TFA in the mitochondria apoptotic pathway using mathematical modeling. We found that TFA-enhanced B-cell lymphoma 2 (Bcl-2) overexpression can theoretically give rise to bistability. The bistability is highly robust against parametric stochasticity while also conferring considerable variability in survival threshold. Stochastic simulations faithfully match the TFA dose response pattern seen in experimental studies. In addition, we identified a dose- and time-dependent synergy between TFA and nimodipine, a clinically used neuro-protective drug. This synergistic effect was enhanced by bistability independent of temporal factors. Precise application of pulsed doses of TFA can also promote survival compared with sustained TFA treatment. 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subjects | Apoptosis Bcl-2 protein Biomedical and Life Sciences Biomedicine Bistability Black tea Ischemia Lymphocytes B Lymphoma Mathematical models Mitochondria Morbidity Nimodipine Research Article Robustness (mathematics) Stochasticity Stroke Survival Synergistic effect Tea |
title | Modeling the neuro-protection of theaflavic acid from black tea and its synergy with nimodipine via mitochondria apoptotic pathway |
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