Old Polymorph, New Technique: Assessing Ritonavir Crystallinity Using Low-Frequency Raman Spectroscopy

Two decades ago, postmarket discovery of a second crystal form of ritonavir with lower solubility had major implications for drug manufacturers and patients. Since then, ritonavir has been reformulated via the hot–melt–extrusion process in an amorphous form. Here, quantitative low- and mid-frequency...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Analytical chemistry (Washington) 2023-10, Vol.95 (41), p.15325-15332
Hauptverfasser: Hatipoglu, Manolya K., Zaker, Yeakub, Willett, Daniel R., Gupta, Nirzari, Rodriguez, Jason D., Patankar, Suhas, Capella, Peter, Yilmaz, Huzeyfe
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 15332
container_issue 41
container_start_page 15325
container_title Analytical chemistry (Washington)
container_volume 95
creator Hatipoglu, Manolya K.
Zaker, Yeakub
Willett, Daniel R.
Gupta, Nirzari
Rodriguez, Jason D.
Patankar, Suhas
Capella, Peter
Yilmaz, Huzeyfe
description Two decades ago, postmarket discovery of a second crystal form of ritonavir with lower solubility had major implications for drug manufacturers and patients. Since then, ritonavir has been reformulated via the hot–melt–extrusion process in an amorphous form. Here, quantitative low- and mid-frequency Raman spectroscopy methods were developed to characterize polymorphs, form I and form II, in commercial ritonavir 100 mg oral tablets as an alternate analysis approach compared to X-ray powder diffraction (XRPD). Crystallization in three lots of ritonavir products obtained from four separate manufacturers was assessed after storage under accelerated conditions at 40 °C and 75% relative humidity (RH). Results were compared with quantitative XRPD methods developed and validated according to ICH Q2 (R1) guidelines. In a four-week open-dish study, form I crystallization occurred in two of the four products and form II crystallization was detected in another ritonavir product. The limits of detection for XRPD, low-frequency Raman (LFR), and mid-frequency Raman (MFR) were determined to be 0.7, 0.8, and 0.5% for form I and 0.6, 0.6, and 1% for form II, respectively. Root-mean-squared-error of predictions were 0.6–1.0 and 0.6–2.5% for LFR- and MFR-based partial least-squares models. Further, ritonavir polymorphs could also be identified and detected directly from ritonavir tablets using transmission LFR. In summary, LFR was applied for the assessment of polymorphism in real-world samples. While providing analytical performance similar to conventional techniques, LFR reduced the single measurement time from 66 min (XRPD) to 10 s (LFR) without the need for tedious sample preparation procedures.
doi_str_mv 10.1021/acs.analchem.3c02781
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2874263139</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2879347898</sourcerecordid><originalsourceid>FETCH-LOGICAL-a353t-d30a8d0a52c4f03ff4784506c1a1145abf3588e62c30214eca76443e9672887e3</originalsourceid><addsrcrecordid>eNp9kLtOwzAUhi0EEqXwBgyWWBhIOb4kcdiqigJSRVFp58i4DnWVxMFOqfL2uC0wMDCd4Xz_uXwIXRIYEKDkVio_kLUs1UpXA6aApoIcoR6JKUSJEPQY9QCARTQFOEVn3q8BCAGS9FAxLZf4xZZdZV2zusHPeovnWq1q87HRd3jovfbe1O94Zlpby0_j8Mh1vpVlaWrTdnix707sNho7HTK16vBMVrLGr41WrbNe2aY7RyeFLL2--K59tBjfz0eP0WT68DQaTiLJYtZGSwZSLEHGVPECWFHwVPAYEkUkITyWbwWLhdAJVSz8zbWSacI501mSUiFSzfro-jC3cTYc49u8Ml7pspS1thufU5FymjDCsoBe_UHXduOCxT2VsbA6E4HiB0qFT7zTRd44U0nX5QTynfw8yM9_5Off8kMMDrFd93fuv5EvGdqLgQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2879347898</pqid></control><display><type>article</type><title>Old Polymorph, New Technique: Assessing Ritonavir Crystallinity Using Low-Frequency Raman Spectroscopy</title><source>American Chemical Society Journals</source><creator>Hatipoglu, Manolya K. ; Zaker, Yeakub ; Willett, Daniel R. ; Gupta, Nirzari ; Rodriguez, Jason D. ; Patankar, Suhas ; Capella, Peter ; Yilmaz, Huzeyfe</creator><creatorcontrib>Hatipoglu, Manolya K. ; Zaker, Yeakub ; Willett, Daniel R. ; Gupta, Nirzari ; Rodriguez, Jason D. ; Patankar, Suhas ; Capella, Peter ; Yilmaz, Huzeyfe</creatorcontrib><description>Two decades ago, postmarket discovery of a second crystal form of ritonavir with lower solubility had major implications for drug manufacturers and patients. Since then, ritonavir has been reformulated via the hot–melt–extrusion process in an amorphous form. Here, quantitative low- and mid-frequency Raman spectroscopy methods were developed to characterize polymorphs, form I and form II, in commercial ritonavir 100 mg oral tablets as an alternate analysis approach compared to X-ray powder diffraction (XRPD). Crystallization in three lots of ritonavir products obtained from four separate manufacturers was assessed after storage under accelerated conditions at 40 °C and 75% relative humidity (RH). Results were compared with quantitative XRPD methods developed and validated according to ICH Q2 (R1) guidelines. In a four-week open-dish study, form I crystallization occurred in two of the four products and form II crystallization was detected in another ritonavir product. The limits of detection for XRPD, low-frequency Raman (LFR), and mid-frequency Raman (MFR) were determined to be 0.7, 0.8, and 0.5% for form I and 0.6, 0.6, and 1% for form II, respectively. Root-mean-squared-error of predictions were 0.6–1.0 and 0.6–2.5% for LFR- and MFR-based partial least-squares models. Further, ritonavir polymorphs could also be identified and detected directly from ritonavir tablets using transmission LFR. In summary, LFR was applied for the assessment of polymorphism in real-world samples. While providing analytical performance similar to conventional techniques, LFR reduced the single measurement time from 66 min (XRPD) to 10 s (LFR) without the need for tedious sample preparation procedures.</description><identifier>ISSN: 0003-2700</identifier><identifier>EISSN: 1520-6882</identifier><identifier>DOI: 10.1021/acs.analchem.3c02781</identifier><language>eng</language><publisher>Washington: American Chemical Society</publisher><subject>Crystallization ; Polymorphism ; Raman spectroscopy ; Relative humidity ; Ritonavir ; Sample preparation ; Spectroscopy ; Spectrum analysis ; Tablets ; X ray powder diffraction</subject><ispartof>Analytical chemistry (Washington), 2023-10, Vol.95 (41), p.15325-15332</ispartof><rights>2023 American Chemical Society</rights><rights>Copyright American Chemical Society Oct 17, 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a353t-d30a8d0a52c4f03ff4784506c1a1145abf3588e62c30214eca76443e9672887e3</citedby><cites>FETCH-LOGICAL-a353t-d30a8d0a52c4f03ff4784506c1a1145abf3588e62c30214eca76443e9672887e3</cites><orcidid>0000-0002-7490-4251 ; 0000-0003-1595-7019</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.analchem.3c02781$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.analchem.3c02781$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2765,27076,27924,27925,56738,56788</link.rule.ids></links><search><creatorcontrib>Hatipoglu, Manolya K.</creatorcontrib><creatorcontrib>Zaker, Yeakub</creatorcontrib><creatorcontrib>Willett, Daniel R.</creatorcontrib><creatorcontrib>Gupta, Nirzari</creatorcontrib><creatorcontrib>Rodriguez, Jason D.</creatorcontrib><creatorcontrib>Patankar, Suhas</creatorcontrib><creatorcontrib>Capella, Peter</creatorcontrib><creatorcontrib>Yilmaz, Huzeyfe</creatorcontrib><title>Old Polymorph, New Technique: Assessing Ritonavir Crystallinity Using Low-Frequency Raman Spectroscopy</title><title>Analytical chemistry (Washington)</title><addtitle>Anal. Chem</addtitle><description>Two decades ago, postmarket discovery of a second crystal form of ritonavir with lower solubility had major implications for drug manufacturers and patients. Since then, ritonavir has been reformulated via the hot–melt–extrusion process in an amorphous form. Here, quantitative low- and mid-frequency Raman spectroscopy methods were developed to characterize polymorphs, form I and form II, in commercial ritonavir 100 mg oral tablets as an alternate analysis approach compared to X-ray powder diffraction (XRPD). Crystallization in three lots of ritonavir products obtained from four separate manufacturers was assessed after storage under accelerated conditions at 40 °C and 75% relative humidity (RH). Results were compared with quantitative XRPD methods developed and validated according to ICH Q2 (R1) guidelines. In a four-week open-dish study, form I crystallization occurred in two of the four products and form II crystallization was detected in another ritonavir product. The limits of detection for XRPD, low-frequency Raman (LFR), and mid-frequency Raman (MFR) were determined to be 0.7, 0.8, and 0.5% for form I and 0.6, 0.6, and 1% for form II, respectively. Root-mean-squared-error of predictions were 0.6–1.0 and 0.6–2.5% for LFR- and MFR-based partial least-squares models. Further, ritonavir polymorphs could also be identified and detected directly from ritonavir tablets using transmission LFR. In summary, LFR was applied for the assessment of polymorphism in real-world samples. While providing analytical performance similar to conventional techniques, LFR reduced the single measurement time from 66 min (XRPD) to 10 s (LFR) without the need for tedious sample preparation procedures.</description><subject>Crystallization</subject><subject>Polymorphism</subject><subject>Raman spectroscopy</subject><subject>Relative humidity</subject><subject>Ritonavir</subject><subject>Sample preparation</subject><subject>Spectroscopy</subject><subject>Spectrum analysis</subject><subject>Tablets</subject><subject>X ray powder diffraction</subject><issn>0003-2700</issn><issn>1520-6882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kLtOwzAUhi0EEqXwBgyWWBhIOb4kcdiqigJSRVFp58i4DnWVxMFOqfL2uC0wMDCd4Xz_uXwIXRIYEKDkVio_kLUs1UpXA6aApoIcoR6JKUSJEPQY9QCARTQFOEVn3q8BCAGS9FAxLZf4xZZdZV2zusHPeovnWq1q87HRd3jovfbe1O94Zlpby0_j8Mh1vpVlaWrTdnix707sNho7HTK16vBMVrLGr41WrbNe2aY7RyeFLL2--K59tBjfz0eP0WT68DQaTiLJYtZGSwZSLEHGVPECWFHwVPAYEkUkITyWbwWLhdAJVSz8zbWSacI501mSUiFSzfro-jC3cTYc49u8Ml7pspS1thufU5FymjDCsoBe_UHXduOCxT2VsbA6E4HiB0qFT7zTRd44U0nX5QTynfw8yM9_5Off8kMMDrFd93fuv5EvGdqLgQ</recordid><startdate>20231017</startdate><enddate>20231017</enddate><creator>Hatipoglu, Manolya K.</creator><creator>Zaker, Yeakub</creator><creator>Willett, Daniel R.</creator><creator>Gupta, Nirzari</creator><creator>Rodriguez, Jason D.</creator><creator>Patankar, Suhas</creator><creator>Capella, Peter</creator><creator>Yilmaz, Huzeyfe</creator><general>American Chemical Society</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7TM</scope><scope>7U5</scope><scope>7U7</scope><scope>7U9</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>H94</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-7490-4251</orcidid><orcidid>https://orcid.org/0000-0003-1595-7019</orcidid></search><sort><creationdate>20231017</creationdate><title>Old Polymorph, New Technique: Assessing Ritonavir Crystallinity Using Low-Frequency Raman Spectroscopy</title><author>Hatipoglu, Manolya K. ; Zaker, Yeakub ; Willett, Daniel R. ; Gupta, Nirzari ; Rodriguez, Jason D. ; Patankar, Suhas ; Capella, Peter ; Yilmaz, Huzeyfe</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a353t-d30a8d0a52c4f03ff4784506c1a1145abf3588e62c30214eca76443e9672887e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Crystallization</topic><topic>Polymorphism</topic><topic>Raman spectroscopy</topic><topic>Relative humidity</topic><topic>Ritonavir</topic><topic>Sample preparation</topic><topic>Spectroscopy</topic><topic>Spectrum analysis</topic><topic>Tablets</topic><topic>X ray powder diffraction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hatipoglu, Manolya K.</creatorcontrib><creatorcontrib>Zaker, Yeakub</creatorcontrib><creatorcontrib>Willett, Daniel R.</creatorcontrib><creatorcontrib>Gupta, Nirzari</creatorcontrib><creatorcontrib>Rodriguez, Jason D.</creatorcontrib><creatorcontrib>Patankar, Suhas</creatorcontrib><creatorcontrib>Capella, Peter</creatorcontrib><creatorcontrib>Yilmaz, Huzeyfe</creatorcontrib><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology &amp; Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Analytical chemistry (Washington)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hatipoglu, Manolya K.</au><au>Zaker, Yeakub</au><au>Willett, Daniel R.</au><au>Gupta, Nirzari</au><au>Rodriguez, Jason D.</au><au>Patankar, Suhas</au><au>Capella, Peter</au><au>Yilmaz, Huzeyfe</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Old Polymorph, New Technique: Assessing Ritonavir Crystallinity Using Low-Frequency Raman Spectroscopy</atitle><jtitle>Analytical chemistry (Washington)</jtitle><addtitle>Anal. Chem</addtitle><date>2023-10-17</date><risdate>2023</risdate><volume>95</volume><issue>41</issue><spage>15325</spage><epage>15332</epage><pages>15325-15332</pages><issn>0003-2700</issn><eissn>1520-6882</eissn><abstract>Two decades ago, postmarket discovery of a second crystal form of ritonavir with lower solubility had major implications for drug manufacturers and patients. Since then, ritonavir has been reformulated via the hot–melt–extrusion process in an amorphous form. Here, quantitative low- and mid-frequency Raman spectroscopy methods were developed to characterize polymorphs, form I and form II, in commercial ritonavir 100 mg oral tablets as an alternate analysis approach compared to X-ray powder diffraction (XRPD). Crystallization in three lots of ritonavir products obtained from four separate manufacturers was assessed after storage under accelerated conditions at 40 °C and 75% relative humidity (RH). Results were compared with quantitative XRPD methods developed and validated according to ICH Q2 (R1) guidelines. In a four-week open-dish study, form I crystallization occurred in two of the four products and form II crystallization was detected in another ritonavir product. The limits of detection for XRPD, low-frequency Raman (LFR), and mid-frequency Raman (MFR) were determined to be 0.7, 0.8, and 0.5% for form I and 0.6, 0.6, and 1% for form II, respectively. Root-mean-squared-error of predictions were 0.6–1.0 and 0.6–2.5% for LFR- and MFR-based partial least-squares models. Further, ritonavir polymorphs could also be identified and detected directly from ritonavir tablets using transmission LFR. In summary, LFR was applied for the assessment of polymorphism in real-world samples. While providing analytical performance similar to conventional techniques, LFR reduced the single measurement time from 66 min (XRPD) to 10 s (LFR) without the need for tedious sample preparation procedures.</abstract><cop>Washington</cop><pub>American Chemical Society</pub><doi>10.1021/acs.analchem.3c02781</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-7490-4251</orcidid><orcidid>https://orcid.org/0000-0003-1595-7019</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0003-2700
ispartof Analytical chemistry (Washington), 2023-10, Vol.95 (41), p.15325-15332
issn 0003-2700
1520-6882
language eng
recordid cdi_proquest_miscellaneous_2874263139
source American Chemical Society Journals
subjects Crystallization
Polymorphism
Raman spectroscopy
Relative humidity
Ritonavir
Sample preparation
Spectroscopy
Spectrum analysis
Tablets
X ray powder diffraction
title Old Polymorph, New Technique: Assessing Ritonavir Crystallinity Using Low-Frequency Raman Spectroscopy
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T07%3A57%3A26IST&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=Old%20Polymorph,%20New%20Technique:%20Assessing%20Ritonavir%20Crystallinity%20Using%20Low-Frequency%20Raman%20Spectroscopy&rft.jtitle=Analytical%20chemistry%20(Washington)&rft.au=Hatipoglu,%20Manolya%20K.&rft.date=2023-10-17&rft.volume=95&rft.issue=41&rft.spage=15325&rft.epage=15332&rft.pages=15325-15332&rft.issn=0003-2700&rft.eissn=1520-6882&rft_id=info:doi/10.1021/acs.analchem.3c02781&rft_dat=%3Cproquest_cross%3E2879347898%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=2879347898&rft_id=info:pmid/&rfr_iscdi=true