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The Excellent Chemical Interaction Properties of Poloxamer and Pullulan with Alpha Mangostin on Amorphous Solid Dispersion System: Molecular Dynamics Simulation
Alpha mangostin (AM) has demonstrated significant potential as an anticancer agent, owing to its potent bioactivity. However, its clinical application is limited by poor solubility, which hampers its bioavailability and effectiveness. Amorphous solid dispersion (ASD) presents a promising technique t...
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Published in: | Polymers 2024-10, Vol.16 (21), p.3065 |
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description | Alpha mangostin (AM) has demonstrated significant potential as an anticancer agent, owing to its potent bioactivity. However, its clinical application is limited by poor solubility, which hampers its bioavailability and effectiveness. Amorphous solid dispersion (ASD) presents a promising technique to enhance the solubility and stability of AM. Molecular dynamics simulation offers a rapid, efficient, and precise method to evaluate and optimize ASD formulations before production.
In this study, we conducted molecular dynamics simulations to explore the ASD development of AM with poloxamer and pullulan.
Our results revealed that AM-poloxamer complexes exhibit superior interaction characteristics compared to AM-pullulan, with a 1:5 ratio of AM to poloxamer and a cooling rate of 1 °C/ns demonstrating the most favorable outcomes. This combination showed enhanced hydrogen bonding, a more compact molecular structure, and higher stability, making it the optimal choice for ASD formulation.
The integration of molecular dynamics simulation into ASD development significantly accelerates the formulation process and provides critical insights into achieving a stable and effective AM dispersion. The AM-poloxamer complex, particularly at a 1:5 ratio with a 1 °C/ns cooling rate, offers the best potential for improving AM solubility and therapeutic efficacy. |
doi_str_mv | 10.3390/polym16213065 |
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In this study, we conducted molecular dynamics simulations to explore the ASD development of AM with poloxamer and pullulan.
Our results revealed that AM-poloxamer complexes exhibit superior interaction characteristics compared to AM-pullulan, with a 1:5 ratio of AM to poloxamer and a cooling rate of 1 °C/ns demonstrating the most favorable outcomes. This combination showed enhanced hydrogen bonding, a more compact molecular structure, and higher stability, making it the optimal choice for ASD formulation.
The integration of molecular dynamics simulation into ASD development significantly accelerates the formulation process and provides critical insights into achieving a stable and effective AM dispersion. The AM-poloxamer complex, particularly at a 1:5 ratio with a 1 °C/ns cooling rate, offers the best potential for improving AM solubility and therapeutic efficacy.</description><identifier>ISSN: 2073-4360</identifier><identifier>EISSN: 2073-4360</identifier><identifier>DOI: 10.3390/polym16213065</identifier><identifier>PMID: 39518274</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Bioavailability ; Breast cancer ; Cancer ; Cancer therapies ; Care and treatment ; Chemical bonds ; Comparative analysis ; Cooling ; Cooling rate ; Effectiveness ; Hydrogen ; Hydrogen bonding ; Ligands ; Molecular dynamics ; Molecular structure ; Optimization ; Poloxamers ; Polymers ; Polysaccharides ; Prostate ; Pullulan ; Simulation ; Simulation methods ; Software ; Solubility ; Stability</subject><ispartof>Polymers, 2024-10, Vol.16 (21), p.3065</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2024 by the authors. 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c330t-1efe548f7e0324ca457ffe800ed488abf35678eabb1b77550273b2a92f235f8e3</cites><orcidid>0000-0003-4951-7740 ; 0000-0002-4337-899X ; 0000-0002-6156-8025</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3126008878/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3126008878?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,75096</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39518274$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rusdin, Agus</creatorcontrib><creatorcontrib>Muchtaridi, Muchtaridi</creatorcontrib><creatorcontrib>Megantara, Sandra</creatorcontrib><creatorcontrib>Wardhana, Yoga Windhu</creatorcontrib><creatorcontrib>Fakih, Taufik Muhammad</creatorcontrib><creatorcontrib>Budiman, Arif</creatorcontrib><title>The Excellent Chemical Interaction Properties of Poloxamer and Pullulan with Alpha Mangostin on Amorphous Solid Dispersion System: Molecular Dynamics Simulation</title><title>Polymers</title><addtitle>Polymers (Basel)</addtitle><description>Alpha mangostin (AM) has demonstrated significant potential as an anticancer agent, owing to its potent bioactivity. However, its clinical application is limited by poor solubility, which hampers its bioavailability and effectiveness. Amorphous solid dispersion (ASD) presents a promising technique to enhance the solubility and stability of AM. Molecular dynamics simulation offers a rapid, efficient, and precise method to evaluate and optimize ASD formulations before production.
In this study, we conducted molecular dynamics simulations to explore the ASD development of AM with poloxamer and pullulan.
Our results revealed that AM-poloxamer complexes exhibit superior interaction characteristics compared to AM-pullulan, with a 1:5 ratio of AM to poloxamer and a cooling rate of 1 °C/ns demonstrating the most favorable outcomes. This combination showed enhanced hydrogen bonding, a more compact molecular structure, and higher stability, making it the optimal choice for ASD formulation.
The integration of molecular dynamics simulation into ASD development significantly accelerates the formulation process and provides critical insights into achieving a stable and effective AM dispersion. The AM-poloxamer complex, particularly at a 1:5 ratio with a 1 °C/ns cooling rate, offers the best potential for improving AM solubility and therapeutic efficacy.</description><subject>Bioavailability</subject><subject>Breast cancer</subject><subject>Cancer</subject><subject>Cancer therapies</subject><subject>Care and treatment</subject><subject>Chemical bonds</subject><subject>Comparative analysis</subject><subject>Cooling</subject><subject>Cooling rate</subject><subject>Effectiveness</subject><subject>Hydrogen</subject><subject>Hydrogen bonding</subject><subject>Ligands</subject><subject>Molecular dynamics</subject><subject>Molecular structure</subject><subject>Optimization</subject><subject>Poloxamers</subject><subject>Polymers</subject><subject>Polysaccharides</subject><subject>Prostate</subject><subject>Pullulan</subject><subject>Simulation</subject><subject>Simulation methods</subject><subject>Software</subject><subject>Solubility</subject><subject>Stability</subject><issn>2073-4360</issn><issn>2073-4360</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNptkk1v1DAQhiMEolXpkSuyxIVLij_i2MsFrbalVGrFSi1ny8mON64cO9gJdP8NP7WOWkoXYR9s2c-8r2c8RfGW4BPGFvjjENyuJzUlDNf8RXFIsWBlxWr88tn-oDhO6RbnUfG6JuJ1ccAWnEgqqsPi900H6OyuBefAj2jVQW9b7dCFHyHqdrTBo3UMA8TRQkLBoHVw4U73EJH2G7SenJuc9uiXHTu0dEOn0ZX225BG61EOXvYhDl2YEroOzm7QqU1ZLM2617s0Qv8JXQUHbRaJ6HTndfbPrO3zwez-pnhltEtw_LgeFd-_nN2svpaX384vVsvLsmUMjyUBA7ySRgBmtGp1xYUxIDGGTSWlbgzjtZCgm4Y0QnCOqWAN1QtqKONGAjsqPj_oDlPTw6bN1YjaqSHaXsedCtqq_RtvO7UNPxUh2ZfUJCt8eFSI4ccEaVS9TXNhtYecv2KESlFVmC8y-v4f9DZM0ef8ZqrGWEoh_1Jb7UBZb0I2bmdRtZTZlZL89kyd_IfKczN_ZfBgbD7fCygfAtoYUopgnpIkWM1tpfbaKvPvnlfmif7TROweOqnLRA</recordid><startdate>20241031</startdate><enddate>20241031</enddate><creator>Rusdin, Agus</creator><creator>Muchtaridi, Muchtaridi</creator><creator>Megantara, Sandra</creator><creator>Wardhana, Yoga Windhu</creator><creator>Fakih, Taufik Muhammad</creator><creator>Budiman, Arif</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4951-7740</orcidid><orcidid>https://orcid.org/0000-0002-4337-899X</orcidid><orcidid>https://orcid.org/0000-0002-6156-8025</orcidid></search><sort><creationdate>20241031</creationdate><title>The Excellent Chemical Interaction Properties of Poloxamer and Pullulan with Alpha Mangostin on Amorphous Solid Dispersion System: Molecular Dynamics Simulation</title><author>Rusdin, Agus ; Muchtaridi, Muchtaridi ; Megantara, Sandra ; Wardhana, Yoga Windhu ; Fakih, Taufik Muhammad ; Budiman, Arif</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c330t-1efe548f7e0324ca457ffe800ed488abf35678eabb1b77550273b2a92f235f8e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Bioavailability</topic><topic>Breast cancer</topic><topic>Cancer</topic><topic>Cancer therapies</topic><topic>Care and treatment</topic><topic>Chemical bonds</topic><topic>Comparative analysis</topic><topic>Cooling</topic><topic>Cooling rate</topic><topic>Effectiveness</topic><topic>Hydrogen</topic><topic>Hydrogen bonding</topic><topic>Ligands</topic><topic>Molecular dynamics</topic><topic>Molecular structure</topic><topic>Optimization</topic><topic>Poloxamers</topic><topic>Polymers</topic><topic>Polysaccharides</topic><topic>Prostate</topic><topic>Pullulan</topic><topic>Simulation</topic><topic>Simulation methods</topic><topic>Software</topic><topic>Solubility</topic><topic>Stability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rusdin, Agus</creatorcontrib><creatorcontrib>Muchtaridi, Muchtaridi</creatorcontrib><creatorcontrib>Megantara, Sandra</creatorcontrib><creatorcontrib>Wardhana, Yoga Windhu</creatorcontrib><creatorcontrib>Fakih, Taufik Muhammad</creatorcontrib><creatorcontrib>Budiman, Arif</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Database (Proquest)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>Materials Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Polymers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rusdin, Agus</au><au>Muchtaridi, Muchtaridi</au><au>Megantara, Sandra</au><au>Wardhana, Yoga Windhu</au><au>Fakih, Taufik Muhammad</au><au>Budiman, Arif</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Excellent Chemical Interaction Properties of Poloxamer and Pullulan with Alpha Mangostin on Amorphous Solid Dispersion System: Molecular Dynamics Simulation</atitle><jtitle>Polymers</jtitle><addtitle>Polymers (Basel)</addtitle><date>2024-10-31</date><risdate>2024</risdate><volume>16</volume><issue>21</issue><spage>3065</spage><pages>3065-</pages><issn>2073-4360</issn><eissn>2073-4360</eissn><abstract>Alpha mangostin (AM) has demonstrated significant potential as an anticancer agent, owing to its potent bioactivity. However, its clinical application is limited by poor solubility, which hampers its bioavailability and effectiveness. Amorphous solid dispersion (ASD) presents a promising technique to enhance the solubility and stability of AM. Molecular dynamics simulation offers a rapid, efficient, and precise method to evaluate and optimize ASD formulations before production.
In this study, we conducted molecular dynamics simulations to explore the ASD development of AM with poloxamer and pullulan.
Our results revealed that AM-poloxamer complexes exhibit superior interaction characteristics compared to AM-pullulan, with a 1:5 ratio of AM to poloxamer and a cooling rate of 1 °C/ns demonstrating the most favorable outcomes. This combination showed enhanced hydrogen bonding, a more compact molecular structure, and higher stability, making it the optimal choice for ASD formulation.
The integration of molecular dynamics simulation into ASD development significantly accelerates the formulation process and provides critical insights into achieving a stable and effective AM dispersion. The AM-poloxamer complex, particularly at a 1:5 ratio with a 1 °C/ns cooling rate, offers the best potential for improving AM solubility and therapeutic efficacy.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>39518274</pmid><doi>10.3390/polym16213065</doi><orcidid>https://orcid.org/0000-0003-4951-7740</orcidid><orcidid>https://orcid.org/0000-0002-4337-899X</orcidid><orcidid>https://orcid.org/0000-0002-6156-8025</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Bioavailability Breast cancer Cancer Cancer therapies Care and treatment Chemical bonds Comparative analysis Cooling Cooling rate Effectiveness Hydrogen Hydrogen bonding Ligands Molecular dynamics Molecular structure Optimization Poloxamers Polymers Polysaccharides Prostate Pullulan Simulation Simulation methods Software Solubility Stability |
title | The Excellent Chemical Interaction Properties of Poloxamer and Pullulan with Alpha Mangostin on Amorphous Solid Dispersion System: Molecular Dynamics Simulation |
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