Determination of tacrolimus crystalline fraction in the commercial immediate release amorphous solid dispersion products by a standardized X-ray powder diffraction method with chemometrics

[Display omitted] Clinical performance of an amorphous solid dispersion (ASD) drug product is related to the amorphous drug content because of the greater bioavailability of this form of the drug than its crystalline form. Therefore, it is paramount to monitor the amorphous and the crystalline fract...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:International journal of pharmaceutics 2014-11, Vol.475 (1-2), p.462-470
Hauptverfasser: Rahman, Ziyaur, Siddiqui, Akhtar, Bykadi, Srikant, Khan, Mansoor A.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 470
container_issue 1-2
container_start_page 462
container_title International journal of pharmaceutics
container_volume 475
creator Rahman, Ziyaur
Siddiqui, Akhtar
Bykadi, Srikant
Khan, Mansoor A.
description [Display omitted] Clinical performance of an amorphous solid dispersion (ASD) drug product is related to the amorphous drug content because of the greater bioavailability of this form of the drug than its crystalline form. Therefore, it is paramount to monitor the amorphous and the crystalline fractions in the ASD products. The objective of the present investigation was to study the feasibility of using a standardized X-ray powder diffraction (XRPD) in conjunction with chemometric methods to quantitate the amorphous and crystalline fraction of the drug in several tacrolimus ASD products. Three ASD products were prepared in which drug to excipients ratios ranged from 1:19 to 1:49. The amorphous and crystalline drug products were mixed in various proportions so that amorphous/crystalline tacrolimus in the samples vary from 0 to 100%. XRPD of the samples of the drug products were collected, and PLSR and PCR chemometric methods were applied to the data. The R2 was greater than ‘0.987’ for all the models and bias in the models were statistically insignificant (p>0.05). RMSEP and SEP values were smaller for PLSR models than PCR models. The models prediction capabilities were good and can predict as low as 10% when drug to excipient ratio is as high as 1:49. In summary, XRPD and chemometric provide powerful analytical tools to monitor the crystalline fractions of the drug in the ASD products.
doi_str_mv 10.1016/j.ijpharm.2014.08.050
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1629959824</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0378517314006164</els_id><sourcerecordid>1629959824</sourcerecordid><originalsourceid>FETCH-LOGICAL-c365t-7d7686e796beb3192c7df4e5aa9010561e876a35fbacfeaef034776a5a86efcc3</originalsourceid><addsrcrecordid>eNqFUctu1DAUtRAVHQqfAPKSTYKdTOxkhVBbHlIlNiCxs27sa8WjOA62h2r4tn5cPczQLStbV-dx7zmEvOGs5oyL97va7dYJoq8bxrc162vWsWdkw3vZVu1Wiudkw1rZVx2X7SV5mdKOMSYa3r4gl81x2Eu2IQ83mDF6t0B2YaHB0gw6htn5faI6HlKGeXYLUhtB_4W4heYJqQ7eY9QOZurKzzjISCPOCAkp-BDXKRSJVKQMNS6tGNORvsZg9jonOh4o0CK_GIjG_UFDf1YRDnQN9wZjodgnS495CobeuzxRPaEPZRCdTq_IhYU54evze0V-fLr9fv2luvv2-ev1x7tKt6LLlTRS9ALlIEYcWz40Whq7xQ5gYJx1gmMvBbSdHUFbBLSs5FcmHRSW1bq9Iu9OumX5X3tMWXmXNM4zLFiOVFw0w9ANfbMt0O4ELSGmFNGqNToP8aA4U8fi1E6di1PH4hTrVSmu8N6eLfZjSfOJ9a-pAvhwAmA59LfDqJJ2uOiSfESdlQnuPxaP3l-z0g</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1629959824</pqid></control><display><type>article</type><title>Determination of tacrolimus crystalline fraction in the commercial immediate release amorphous solid dispersion products by a standardized X-ray powder diffraction method with chemometrics</title><source>MEDLINE</source><source>Elsevier ScienceDirect Journals</source><creator>Rahman, Ziyaur ; Siddiqui, Akhtar ; Bykadi, Srikant ; Khan, Mansoor A.</creator><creatorcontrib>Rahman, Ziyaur ; Siddiqui, Akhtar ; Bykadi, Srikant ; Khan, Mansoor A.</creatorcontrib><description>[Display omitted] Clinical performance of an amorphous solid dispersion (ASD) drug product is related to the amorphous drug content because of the greater bioavailability of this form of the drug than its crystalline form. Therefore, it is paramount to monitor the amorphous and the crystalline fractions in the ASD products. The objective of the present investigation was to study the feasibility of using a standardized X-ray powder diffraction (XRPD) in conjunction with chemometric methods to quantitate the amorphous and crystalline fraction of the drug in several tacrolimus ASD products. Three ASD products were prepared in which drug to excipients ratios ranged from 1:19 to 1:49. The amorphous and crystalline drug products were mixed in various proportions so that amorphous/crystalline tacrolimus in the samples vary from 0 to 100%. XRPD of the samples of the drug products were collected, and PLSR and PCR chemometric methods were applied to the data. The R2 was greater than ‘0.987’ for all the models and bias in the models were statistically insignificant (p&gt;0.05). RMSEP and SEP values were smaller for PLSR models than PCR models. The models prediction capabilities were good and can predict as low as 10% when drug to excipient ratio is as high as 1:49. In summary, XRPD and chemometric provide powerful analytical tools to monitor the crystalline fractions of the drug in the ASD products.</description><identifier>ISSN: 0378-5173</identifier><identifier>EISSN: 1873-3476</identifier><identifier>DOI: 10.1016/j.ijpharm.2014.08.050</identifier><identifier>PMID: 25173870</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Amorphous solid dispersion ; Chemistry, Pharmaceutical - methods ; Crystallization ; Drug Liberation ; Partial least square regression ; Principal Component Analysis ; Principle component regression ; Solubility ; Tacrolimus ; Tacrolimus - chemistry ; X-Ray Diffraction ; X-ray powder diffraction</subject><ispartof>International journal of pharmaceutics, 2014-11, Vol.475 (1-2), p.462-470</ispartof><rights>2014</rights><rights>Copyright © 2014. Published by Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-7d7686e796beb3192c7df4e5aa9010561e876a35fbacfeaef034776a5a86efcc3</citedby><cites>FETCH-LOGICAL-c365t-7d7686e796beb3192c7df4e5aa9010561e876a35fbacfeaef034776a5a86efcc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0378517314006164$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25173870$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rahman, Ziyaur</creatorcontrib><creatorcontrib>Siddiqui, Akhtar</creatorcontrib><creatorcontrib>Bykadi, Srikant</creatorcontrib><creatorcontrib>Khan, Mansoor A.</creatorcontrib><title>Determination of tacrolimus crystalline fraction in the commercial immediate release amorphous solid dispersion products by a standardized X-ray powder diffraction method with chemometrics</title><title>International journal of pharmaceutics</title><addtitle>Int J Pharm</addtitle><description>[Display omitted] Clinical performance of an amorphous solid dispersion (ASD) drug product is related to the amorphous drug content because of the greater bioavailability of this form of the drug than its crystalline form. Therefore, it is paramount to monitor the amorphous and the crystalline fractions in the ASD products. The objective of the present investigation was to study the feasibility of using a standardized X-ray powder diffraction (XRPD) in conjunction with chemometric methods to quantitate the amorphous and crystalline fraction of the drug in several tacrolimus ASD products. Three ASD products were prepared in which drug to excipients ratios ranged from 1:19 to 1:49. The amorphous and crystalline drug products were mixed in various proportions so that amorphous/crystalline tacrolimus in the samples vary from 0 to 100%. XRPD of the samples of the drug products were collected, and PLSR and PCR chemometric methods were applied to the data. The R2 was greater than ‘0.987’ for all the models and bias in the models were statistically insignificant (p&gt;0.05). RMSEP and SEP values were smaller for PLSR models than PCR models. The models prediction capabilities were good and can predict as low as 10% when drug to excipient ratio is as high as 1:49. In summary, XRPD and chemometric provide powerful analytical tools to monitor the crystalline fractions of the drug in the ASD products.</description><subject>Amorphous solid dispersion</subject><subject>Chemistry, Pharmaceutical - methods</subject><subject>Crystallization</subject><subject>Drug Liberation</subject><subject>Partial least square regression</subject><subject>Principal Component Analysis</subject><subject>Principle component regression</subject><subject>Solubility</subject><subject>Tacrolimus</subject><subject>Tacrolimus - chemistry</subject><subject>X-Ray Diffraction</subject><subject>X-ray powder diffraction</subject><issn>0378-5173</issn><issn>1873-3476</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUctu1DAUtRAVHQqfAPKSTYKdTOxkhVBbHlIlNiCxs27sa8WjOA62h2r4tn5cPczQLStbV-dx7zmEvOGs5oyL97va7dYJoq8bxrc162vWsWdkw3vZVu1Wiudkw1rZVx2X7SV5mdKOMSYa3r4gl81x2Eu2IQ83mDF6t0B2YaHB0gw6htn5faI6HlKGeXYLUhtB_4W4heYJqQ7eY9QOZurKzzjISCPOCAkp-BDXKRSJVKQMNS6tGNORvsZg9jonOh4o0CK_GIjG_UFDf1YRDnQN9wZjodgnS495CobeuzxRPaEPZRCdTq_IhYU54evze0V-fLr9fv2luvv2-ev1x7tKt6LLlTRS9ALlIEYcWz40Whq7xQ5gYJx1gmMvBbSdHUFbBLSs5FcmHRSW1bq9Iu9OumX5X3tMWXmXNM4zLFiOVFw0w9ANfbMt0O4ELSGmFNGqNToP8aA4U8fi1E6di1PH4hTrVSmu8N6eLfZjSfOJ9a-pAvhwAmA59LfDqJJ2uOiSfESdlQnuPxaP3l-z0g</recordid><startdate>20141120</startdate><enddate>20141120</enddate><creator>Rahman, Ziyaur</creator><creator>Siddiqui, Akhtar</creator><creator>Bykadi, Srikant</creator><creator>Khan, Mansoor A.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20141120</creationdate><title>Determination of tacrolimus crystalline fraction in the commercial immediate release amorphous solid dispersion products by a standardized X-ray powder diffraction method with chemometrics</title><author>Rahman, Ziyaur ; Siddiqui, Akhtar ; Bykadi, Srikant ; Khan, Mansoor A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-7d7686e796beb3192c7df4e5aa9010561e876a35fbacfeaef034776a5a86efcc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Amorphous solid dispersion</topic><topic>Chemistry, Pharmaceutical - methods</topic><topic>Crystallization</topic><topic>Drug Liberation</topic><topic>Partial least square regression</topic><topic>Principal Component Analysis</topic><topic>Principle component regression</topic><topic>Solubility</topic><topic>Tacrolimus</topic><topic>Tacrolimus - chemistry</topic><topic>X-Ray Diffraction</topic><topic>X-ray powder diffraction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rahman, Ziyaur</creatorcontrib><creatorcontrib>Siddiqui, Akhtar</creatorcontrib><creatorcontrib>Bykadi, Srikant</creatorcontrib><creatorcontrib>Khan, Mansoor A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>International journal of pharmaceutics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rahman, Ziyaur</au><au>Siddiqui, Akhtar</au><au>Bykadi, Srikant</au><au>Khan, Mansoor A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Determination of tacrolimus crystalline fraction in the commercial immediate release amorphous solid dispersion products by a standardized X-ray powder diffraction method with chemometrics</atitle><jtitle>International journal of pharmaceutics</jtitle><addtitle>Int J Pharm</addtitle><date>2014-11-20</date><risdate>2014</risdate><volume>475</volume><issue>1-2</issue><spage>462</spage><epage>470</epage><pages>462-470</pages><issn>0378-5173</issn><eissn>1873-3476</eissn><abstract>[Display omitted] Clinical performance of an amorphous solid dispersion (ASD) drug product is related to the amorphous drug content because of the greater bioavailability of this form of the drug than its crystalline form. Therefore, it is paramount to monitor the amorphous and the crystalline fractions in the ASD products. The objective of the present investigation was to study the feasibility of using a standardized X-ray powder diffraction (XRPD) in conjunction with chemometric methods to quantitate the amorphous and crystalline fraction of the drug in several tacrolimus ASD products. Three ASD products were prepared in which drug to excipients ratios ranged from 1:19 to 1:49. The amorphous and crystalline drug products were mixed in various proportions so that amorphous/crystalline tacrolimus in the samples vary from 0 to 100%. XRPD of the samples of the drug products were collected, and PLSR and PCR chemometric methods were applied to the data. The R2 was greater than ‘0.987’ for all the models and bias in the models were statistically insignificant (p&gt;0.05). RMSEP and SEP values were smaller for PLSR models than PCR models. The models prediction capabilities were good and can predict as low as 10% when drug to excipient ratio is as high as 1:49. In summary, XRPD and chemometric provide powerful analytical tools to monitor the crystalline fractions of the drug in the ASD products.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>25173870</pmid><doi>10.1016/j.ijpharm.2014.08.050</doi><tpages>9</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0378-5173
ispartof International journal of pharmaceutics, 2014-11, Vol.475 (1-2), p.462-470
issn 0378-5173
1873-3476
language eng
recordid cdi_proquest_miscellaneous_1629959824
source MEDLINE; Elsevier ScienceDirect Journals
subjects Amorphous solid dispersion
Chemistry, Pharmaceutical - methods
Crystallization
Drug Liberation
Partial least square regression
Principal Component Analysis
Principle component regression
Solubility
Tacrolimus
Tacrolimus - chemistry
X-Ray Diffraction
X-ray powder diffraction
title Determination of tacrolimus crystalline fraction in the commercial immediate release amorphous solid dispersion products by a standardized X-ray powder diffraction method with chemometrics
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-26T01%3A02%3A12IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Determination%20of%20tacrolimus%20crystalline%20fraction%20in%20the%20commercial%20immediate%20release%20amorphous%20solid%20dispersion%20products%20by%20a%20standardized%20X-ray%20powder%20diffraction%20method%20with%20chemometrics&rft.jtitle=International%20journal%20of%20pharmaceutics&rft.au=Rahman,%20Ziyaur&rft.date=2014-11-20&rft.volume=475&rft.issue=1-2&rft.spage=462&rft.epage=470&rft.pages=462-470&rft.issn=0378-5173&rft.eissn=1873-3476&rft_id=info:doi/10.1016/j.ijpharm.2014.08.050&rft_dat=%3Cproquest_cross%3E1629959824%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1629959824&rft_id=info:pmid/25173870&rft_els_id=S0378517314006164&rfr_iscdi=true