Time-domain NMR analysis for the determination of water content in pharmaceutical ingredients and wet granules
[Display omitted] The application of time-domain NMR (TD-NMR) analysis to quantify water content in pharmaceutical ingredients is demonstrated. The initial phase of the study employed a range of disintegrants with defined amounts of added water (0–30% of the total weight) as samples; the disintegran...
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Veröffentlicht in: | International journal of pharmaceutics 2021-07, Vol.604, p.120770-120770, Article 120770 |
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container_title | International journal of pharmaceutics |
container_volume | 604 |
creator | Ohgi, Kosuke Hayashi, Yoshihiro Tsuji, Takahiro Ito, Terushi Leong, Kok Hoong Usuda, Shui Kumada, Shungo Okada, Kotaro Onuki, Yoshinori |
description | [Display omitted]
The application of time-domain NMR (TD-NMR) analysis to quantify water content in pharmaceutical ingredients is demonstrated. The initial phase of the study employed a range of disintegrants with defined amounts of added water (0–30% of the total weight) as samples; the disintegrants included croscarmellose sodium, corn starch, low-substituted hydroxypropyl cellulose, and crospovidone. After acquisition of the T2 relaxation curves of the samples by TD-NMR measurements, these curves were analyzed by partial least squares (PLS) regression. According to the analysis, accurate and reliable PLS models were created that enabled accurate assessment of water content in the samples. A powder blend consisting of acetaminophen (paracetamol) and tablet excipients was also examined. Both a physical mixture of the powder blend and a wet granule prepared with a high-speed granulator were tested as samples in this study. Precise determination of water content in the powder blend was achieved by using the TD-NMR method. The accuracy of water content determination was equivalent to or better than that of the conventional loss on drying method. TD-NMR analysis samples were measured nondestructively and rapidly with low cost; thus, it could be a powerful quantitative method for determining water content in pharmaceuticals. |
doi_str_mv | 10.1016/j.ijpharm.2021.120770 |
format | Article |
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The application of time-domain NMR (TD-NMR) analysis to quantify water content in pharmaceutical ingredients is demonstrated. The initial phase of the study employed a range of disintegrants with defined amounts of added water (0–30% of the total weight) as samples; the disintegrants included croscarmellose sodium, corn starch, low-substituted hydroxypropyl cellulose, and crospovidone. After acquisition of the T2 relaxation curves of the samples by TD-NMR measurements, these curves were analyzed by partial least squares (PLS) regression. According to the analysis, accurate and reliable PLS models were created that enabled accurate assessment of water content in the samples. A powder blend consisting of acetaminophen (paracetamol) and tablet excipients was also examined. Both a physical mixture of the powder blend and a wet granule prepared with a high-speed granulator were tested as samples in this study. Precise determination of water content in the powder blend was achieved by using the TD-NMR method. The accuracy of water content determination was equivalent to or better than that of the conventional loss on drying method. TD-NMR analysis samples were measured nondestructively and rapidly with low cost; thus, it could be a powerful quantitative method for determining water content in pharmaceuticals.</description><identifier>ISSN: 0378-5173</identifier><identifier>EISSN: 1873-3476</identifier><identifier>DOI: 10.1016/j.ijpharm.2021.120770</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Disintegrant ; Partial least squares regression ; T2 relaxation ; Time-domain NMR ; Water content quantification ; Wet granulation</subject><ispartof>International journal of pharmaceutics, 2021-07, Vol.604, p.120770-120770, Article 120770</ispartof><rights>2021 Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-fd6c848b93dd1ad507189565964d8ffc0e321ae72e88552a1de5f4f442a4ea5d3</citedby><cites>FETCH-LOGICAL-c408t-fd6c848b93dd1ad507189565964d8ffc0e321ae72e88552a1de5f4f442a4ea5d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0378517321005755$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Ohgi, Kosuke</creatorcontrib><creatorcontrib>Hayashi, Yoshihiro</creatorcontrib><creatorcontrib>Tsuji, Takahiro</creatorcontrib><creatorcontrib>Ito, Terushi</creatorcontrib><creatorcontrib>Leong, Kok Hoong</creatorcontrib><creatorcontrib>Usuda, Shui</creatorcontrib><creatorcontrib>Kumada, Shungo</creatorcontrib><creatorcontrib>Okada, Kotaro</creatorcontrib><creatorcontrib>Onuki, Yoshinori</creatorcontrib><title>Time-domain NMR analysis for the determination of water content in pharmaceutical ingredients and wet granules</title><title>International journal of pharmaceutics</title><description>[Display omitted]
The application of time-domain NMR (TD-NMR) analysis to quantify water content in pharmaceutical ingredients is demonstrated. The initial phase of the study employed a range of disintegrants with defined amounts of added water (0–30% of the total weight) as samples; the disintegrants included croscarmellose sodium, corn starch, low-substituted hydroxypropyl cellulose, and crospovidone. After acquisition of the T2 relaxation curves of the samples by TD-NMR measurements, these curves were analyzed by partial least squares (PLS) regression. According to the analysis, accurate and reliable PLS models were created that enabled accurate assessment of water content in the samples. A powder blend consisting of acetaminophen (paracetamol) and tablet excipients was also examined. Both a physical mixture of the powder blend and a wet granule prepared with a high-speed granulator were tested as samples in this study. Precise determination of water content in the powder blend was achieved by using the TD-NMR method. The accuracy of water content determination was equivalent to or better than that of the conventional loss on drying method. TD-NMR analysis samples were measured nondestructively and rapidly with low cost; thus, it could be a powerful quantitative method for determining water content in pharmaceuticals.</description><subject>Disintegrant</subject><subject>Partial least squares regression</subject><subject>T2 relaxation</subject><subject>Time-domain NMR</subject><subject>Water content quantification</subject><subject>Wet granulation</subject><issn>0378-5173</issn><issn>1873-3476</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkE9rGzEQxUVJoY7Tj1DQsZd1JK20K59KCflTcFsI6VlMpVEisyu5kpyQb1859j2ngZn33vB-hHzhbMUZHy63q7DdPUGeV4IJvuKCjSP7QBZcj33Xy3E4IwvWj7pTfOw_kfNStoyxQfB-QeJDmLFzaYYQ6a-f9xQiTK8lFOpTpvUJqcOKeQ4RakiRJk9foC2oTbFirLTZ3n6DxX0NFqa2eczoQjuWluboC1b6mCHuJywX5KOHqeDn01ySPzfXD1d33eb37Y-r75vOSqZr591gtdR_171zHJxiI9drNaj1IJ323jLsBQccBWqtlADuUHnppRQgEZTrl-TrMXeX0789lmrmUCxOE0RM-2KEkkw1AFo2qTpKbU6lZPRml8MM-dVwZg58zdac-JoDX3Pk23zfjj5sPZ4DZlNsK21b9Yy2GpfCOwn_AXAMiE8</recordid><startdate>20210715</startdate><enddate>20210715</enddate><creator>Ohgi, Kosuke</creator><creator>Hayashi, Yoshihiro</creator><creator>Tsuji, Takahiro</creator><creator>Ito, Terushi</creator><creator>Leong, Kok Hoong</creator><creator>Usuda, Shui</creator><creator>Kumada, Shungo</creator><creator>Okada, Kotaro</creator><creator>Onuki, Yoshinori</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20210715</creationdate><title>Time-domain NMR analysis for the determination of water content in pharmaceutical ingredients and wet granules</title><author>Ohgi, Kosuke ; Hayashi, Yoshihiro ; Tsuji, Takahiro ; Ito, Terushi ; Leong, Kok Hoong ; Usuda, Shui ; Kumada, Shungo ; Okada, Kotaro ; Onuki, Yoshinori</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-fd6c848b93dd1ad507189565964d8ffc0e321ae72e88552a1de5f4f442a4ea5d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Disintegrant</topic><topic>Partial least squares regression</topic><topic>T2 relaxation</topic><topic>Time-domain NMR</topic><topic>Water content quantification</topic><topic>Wet granulation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ohgi, Kosuke</creatorcontrib><creatorcontrib>Hayashi, Yoshihiro</creatorcontrib><creatorcontrib>Tsuji, Takahiro</creatorcontrib><creatorcontrib>Ito, Terushi</creatorcontrib><creatorcontrib>Leong, Kok Hoong</creatorcontrib><creatorcontrib>Usuda, Shui</creatorcontrib><creatorcontrib>Kumada, Shungo</creatorcontrib><creatorcontrib>Okada, Kotaro</creatorcontrib><creatorcontrib>Onuki, Yoshinori</creatorcontrib><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>Ohgi, Kosuke</au><au>Hayashi, Yoshihiro</au><au>Tsuji, Takahiro</au><au>Ito, Terushi</au><au>Leong, Kok Hoong</au><au>Usuda, Shui</au><au>Kumada, Shungo</au><au>Okada, Kotaro</au><au>Onuki, Yoshinori</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Time-domain NMR analysis for the determination of water content in pharmaceutical ingredients and wet granules</atitle><jtitle>International journal of pharmaceutics</jtitle><date>2021-07-15</date><risdate>2021</risdate><volume>604</volume><spage>120770</spage><epage>120770</epage><pages>120770-120770</pages><artnum>120770</artnum><issn>0378-5173</issn><eissn>1873-3476</eissn><abstract>[Display omitted]
The application of time-domain NMR (TD-NMR) analysis to quantify water content in pharmaceutical ingredients is demonstrated. The initial phase of the study employed a range of disintegrants with defined amounts of added water (0–30% of the total weight) as samples; the disintegrants included croscarmellose sodium, corn starch, low-substituted hydroxypropyl cellulose, and crospovidone. After acquisition of the T2 relaxation curves of the samples by TD-NMR measurements, these curves were analyzed by partial least squares (PLS) regression. According to the analysis, accurate and reliable PLS models were created that enabled accurate assessment of water content in the samples. A powder blend consisting of acetaminophen (paracetamol) and tablet excipients was also examined. Both a physical mixture of the powder blend and a wet granule prepared with a high-speed granulator were tested as samples in this study. Precise determination of water content in the powder blend was achieved by using the TD-NMR method. The accuracy of water content determination was equivalent to or better than that of the conventional loss on drying method. TD-NMR analysis samples were measured nondestructively and rapidly with low cost; thus, it could be a powerful quantitative method for determining water content in pharmaceuticals.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.ijpharm.2021.120770</doi><tpages>1</tpages></addata></record> |
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subjects | Disintegrant Partial least squares regression T2 relaxation Time-domain NMR Water content quantification Wet granulation |
title | Time-domain NMR analysis for the determination of water content in pharmaceutical ingredients and wet granules |
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