AQbD approach for the development of an analytical procedure for the separation of cephalosporin drugs and their degradation products

IF 3.8 2区 化学 Q2 AUTOMATION & CONTROL SYSTEMS Chemometrics and Intelligent Laboratory Systems Pub Date : 2025-03-25 DOI:10.1016/j.chemolab.2025.105389
Paula Beatriz Silva Passarin, Rogerio Takao Okamoto, Fabiane Dörr, Mauricio Yonamine, Felipe Rebello Lourenço
{"title":"AQbD approach for the development of an analytical procedure for the separation of cephalosporin drugs and their degradation products","authors":"Paula Beatriz Silva Passarin,&nbsp;Rogerio Takao Okamoto,&nbsp;Fabiane Dörr,&nbsp;Mauricio Yonamine,&nbsp;Felipe Rebello Lourenço","doi":"10.1016/j.chemolab.2025.105389","DOIUrl":null,"url":null,"abstract":"<div><div>In the pharmaceutical industry, analytical procedures are used to conduct research, development and quality control of drugs and medicines. Given the importance of the Analytical Quality by Design (AQbD) approach in the rational development of analytical procedures, especially by minimizing the need for experiments, acquiring and improving knowledge during development and ensuring the flexibility of the method, this study aimed to develop an analytical procedure, based on AQbD principles, for the identification and quantification of different cephalosporins, as well as to create a tool for defining the method operable design region. The initial screening phase of analytical development was carried out using an <em>in silico</em> tool developed in a previous study. During the analytical development phase, a forced degradation study was performed using Liquid Chromatography Coupled to Mass Spectrometry (LC-MS) to identify cephalosporin degradation products. The developed method, along with its Method Operable Design Region (MODR), was validated, resulting in a robust and flexible analytical procedure for identifying and quantifying different cephalosporins in accordance with AQbD principles. The proposed tool considers multiple chromatographic responses, target uncertainty and desired confidence level, simplifying the verification of compliance with quality requirements defined in Analytical Target Profile, offering a reliable process that adapts to parameter changes, maintaining the quality of results.</div></div>","PeriodicalId":9774,"journal":{"name":"Chemometrics and Intelligent Laboratory Systems","volume":"261 ","pages":"Article 105389"},"PeriodicalIF":3.8000,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemometrics and Intelligent Laboratory Systems","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0169743925000747","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

In the pharmaceutical industry, analytical procedures are used to conduct research, development and quality control of drugs and medicines. Given the importance of the Analytical Quality by Design (AQbD) approach in the rational development of analytical procedures, especially by minimizing the need for experiments, acquiring and improving knowledge during development and ensuring the flexibility of the method, this study aimed to develop an analytical procedure, based on AQbD principles, for the identification and quantification of different cephalosporins, as well as to create a tool for defining the method operable design region. The initial screening phase of analytical development was carried out using an in silico tool developed in a previous study. During the analytical development phase, a forced degradation study was performed using Liquid Chromatography Coupled to Mass Spectrometry (LC-MS) to identify cephalosporin degradation products. The developed method, along with its Method Operable Design Region (MODR), was validated, resulting in a robust and flexible analytical procedure for identifying and quantifying different cephalosporins in accordance with AQbD principles. The proposed tool considers multiple chromatographic responses, target uncertainty and desired confidence level, simplifying the verification of compliance with quality requirements defined in Analytical Target Profile, offering a reliable process that adapts to parameter changes, maintaining the quality of results.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
开发头孢菌素类药物及其降解产物分离分析程序的AQbD方法
在制药业,分析程序用于进行药物和药品的研究、开发和质量控制。考虑到设计分析质量(AQbD)方法在合理开发分析方法中的重要性,特别是通过减少实验需求,在开发过程中获取和改进知识以及确保方法的灵活性,本研究旨在开发一种基于AQbD原则的分析方法,用于不同头孢菌素的鉴定和定量。以及创建用于定义方法可操作设计区域的工具。分析开发的初始筛选阶段使用先前研究中开发的硅工具进行。在分析开发阶段,使用液相色谱-质谱联用(LC-MS)进行了强制降解研究,以鉴定头孢菌素降解产物。所开发的方法及其方法可操作设计区域(MODR)经过验证,形成了一个稳健且灵活的分析程序,可根据AQbD原则识别和定量不同的头孢菌素。该工具考虑了多种色谱反应、目标不确定度和期望的置信度,简化了符合分析目标配置文件中定义的质量要求的验证,提供了一个适应参数变化的可靠过程,保持了结果的质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
7.50
自引率
7.70%
发文量
169
审稿时长
3.4 months
期刊介绍: Chemometrics and Intelligent Laboratory Systems publishes original research papers, short communications, reviews, tutorials and Original Software Publications reporting on development of novel statistical, mathematical, or computer techniques in Chemistry and related disciplines. Chemometrics is the chemical discipline that uses mathematical and statistical methods to design or select optimal procedures and experiments, and to provide maximum chemical information by analysing chemical data. The journal deals with the following topics: 1) Development of new statistical, mathematical and chemometrical methods for Chemistry and related fields (Environmental Chemistry, Biochemistry, Toxicology, System Biology, -Omics, etc.) 2) Novel applications of chemometrics to all branches of Chemistry and related fields (typical domains of interest are: process data analysis, experimental design, data mining, signal processing, supervised modelling, decision making, robust statistics, mixture analysis, multivariate calibration etc.) Routine applications of established chemometrical techniques will not be considered. 3) Development of new software that provides novel tools or truly advances the use of chemometrical methods. 4) Well characterized data sets to test performance for the new methods and software. The journal complies with International Committee of Medical Journal Editors'' Uniform requirements for manuscripts.
期刊最新文献
Multimodal fusion of CT features and density for rapid prediction of raw-coal ash Ensemble robust SIMPLS with block-penalized smoothing for scalar-on-function regression Distributed learning of deep residual principal component analysis for large-scale industrial process monitoring A novel statistical framework to address FTIR spectral challenges: Hybrid MARS–PCA/KPCA models for pollutants analysis in honey samples An efficient automated deep spatio-temporal feature learning framework for industrial soft sensing
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1