Comparison of resmetirom quantative analysis in API and formulation models based on PXRD, FTIR and Raman scanning imaging combined with univariate and multivariate analyses.

IF 5.6 1区 化学 Q1 CHEMISTRY, ANALYTICAL
Talanta Pub Date : 2025-05-15 Epub Date: 2025-01-27 DOI:10.1016/j.talanta.2025.127568
Chen Yang, Ying Luo, Wenxia Sun, Xiangkui Liu, Xueyan Zhu
{"title":"Comparison of resmetirom quantative analysis in API and formulation models based on PXRD, FTIR and Raman scanning imaging combined with univariate and multivariate analyses.","authors":"Chen Yang, Ying Luo, Wenxia Sun, Xiangkui Liu, Xueyan Zhu","doi":"10.1016/j.talanta.2025.127568","DOIUrl":null,"url":null,"abstract":"<p><p>Resmetirom is the first innovative drug for the treatment of non-alcoholic steatohepatitis (NASH), and its two crystal forms, form I and form-2H<sub>2</sub>O, were mentioned in the original patent. The commercially available crystal form of resmetirom was form I. However, the tablets were subject to temperature, pressure, and humidity, and may be converted to form-2H<sub>2</sub>O, which affects the bioavailability and efficacy. Therefore, it is crucial to establish a suitable crystalline quantification method to examine the concentration of both crystalline forms in APIs and formulations. The main objective of this paper was to test the feasibility of PXRD, FTIR and Raman for quantitative analysis of form I content in API and formulation models. Commonly used methods to establish quantitative modelling were univariate and multivariate analyses, due to the overlapping peaks in the FTIR and Raman spectra of two forms, only the multivariate method, with partial least squares regression (PLSR), was used, both univariate and multivariate analysis were utilized in PXRD since it has distinct single peaks. In the multivariate models, the raw spectra are preprocessed to remove interfering information and spectral noise by nine commonly used pretreatment methods. According to the result of this study, all four calibration models could be applied to the quantitative analysis of form I in two models; however, Raman was found to be the most appropriate model for both API model (Y = 0.99523X+0.00300, R<sup>2</sup> = 0.9997, RMSECV = 9.32 %, RESEP = 0.29 %, RESEC = 0.19 %, LOD = 3.2819 %, LOQ = 9.9451 %, MSC pretreated) and formulation model (Y = 0.99456X+0.00331, R<sup>2</sup> = 0.9996, RMSECV = 1.14 %, RESEP = 0.39 %, RESEC = 0.01 %, LOD = 3.3098 %, LOQ = 9.1029 %, WT pretreated).</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"287 ","pages":"127568"},"PeriodicalIF":5.6000,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Talanta","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1016/j.talanta.2025.127568","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/27 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Resmetirom is the first innovative drug for the treatment of non-alcoholic steatohepatitis (NASH), and its two crystal forms, form I and form-2H2O, were mentioned in the original patent. The commercially available crystal form of resmetirom was form I. However, the tablets were subject to temperature, pressure, and humidity, and may be converted to form-2H2O, which affects the bioavailability and efficacy. Therefore, it is crucial to establish a suitable crystalline quantification method to examine the concentration of both crystalline forms in APIs and formulations. The main objective of this paper was to test the feasibility of PXRD, FTIR and Raman for quantitative analysis of form I content in API and formulation models. Commonly used methods to establish quantitative modelling were univariate and multivariate analyses, due to the overlapping peaks in the FTIR and Raman spectra of two forms, only the multivariate method, with partial least squares regression (PLSR), was used, both univariate and multivariate analysis were utilized in PXRD since it has distinct single peaks. In the multivariate models, the raw spectra are preprocessed to remove interfering information and spectral noise by nine commonly used pretreatment methods. According to the result of this study, all four calibration models could be applied to the quantitative analysis of form I in two models; however, Raman was found to be the most appropriate model for both API model (Y = 0.99523X+0.00300, R2 = 0.9997, RMSECV = 9.32 %, RESEP = 0.29 %, RESEC = 0.19 %, LOD = 3.2819 %, LOQ = 9.9451 %, MSC pretreated) and formulation model (Y = 0.99456X+0.00331, R2 = 0.9996, RMSECV = 1.14 %, RESEP = 0.39 %, RESEC = 0.01 %, LOD = 3.3098 %, LOQ = 9.1029 %, WT pretreated).

求助全文
约1分钟内获得全文 求助全文
来源期刊
Talanta
Talanta 化学-分析化学
CiteScore
12.30
自引率
4.90%
发文量
861
审稿时长
29 days
期刊介绍: Talanta provides a forum for the publication of original research papers, short communications, and critical reviews in all branches of pure and applied analytical chemistry. Papers are evaluated based on established guidelines, including the fundamental nature of the study, scientific novelty, substantial improvement or advantage over existing technology or methods, and demonstrated analytical applicability. Original research papers on fundamental studies, and on novel sensor and instrumentation developments, are encouraged. Novel or improved applications in areas such as clinical and biological chemistry, environmental analysis, geochemistry, materials science and engineering, and analytical platforms for omics development are welcome. Analytical performance of methods should be determined, including interference and matrix effects, and methods should be validated by comparison with a standard method, or analysis of a certified reference material. Simple spiking recoveries may not be sufficient. The developed method should especially comprise information on selectivity, sensitivity, detection limits, accuracy, and reliability. However, applying official validation or robustness studies to a routine method or technique does not necessarily constitute novelty. Proper statistical treatment of the data should be provided. Relevant literature should be cited, including related publications by the authors, and authors should discuss how their proposed methodology compares with previously reported methods.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信