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...
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Veröffentlicht in: | Analytical chemistry (Washington) 2023-10, Vol.95 (41), p.15325-15332 |
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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. |
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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 & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & 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 & 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> |
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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 |
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