Vijith Roy Titus , Maitri Sanghavi , Masoud Jamei , Amin Rostami-Hodjegan
{"title":"从假设到预测:受试者内胃肠道生理变异性对生物等效性性别依赖性结果可能性的影响。","authors":"Vijith Roy Titus , Maitri Sanghavi , Masoud Jamei , Amin Rostami-Hodjegan","doi":"10.1016/j.ejps.2025.107213","DOIUrl":null,"url":null,"abstract":"<div><div>There are calls for inclusion of both sexes when conducting bioequivalence (BE) studies as this is not common practice for variety of reasons. There are not many proven cases for sex-dependent outcome of BE studies; hence inclusion of female participants in BE studies is considered as a matter of equity and principle. Most typical BE studies are cross-over design where between-subject variability (including sex effects) plays no role. However, within-subject variability (WSV) can still play a significant role, in passing the BE criteria.</div><div>It has been shown that WSV of gastrointestinal (GI) tract as well as drug disposition factors propagate to the pharmacokinetics, defining the outcome of BE. By applying known sex-based differences in WSV measures of colonic transit time (CTT) and gastric emptying time (GET), we illustrate how hypotheses can be formulated regarding potential sex-dependent outcomes in BE studies. This approach supports informed decision-making on the necessity of including female participants or justifying prudent waivers for their inclusion.</div><div>Virtual Bioequivalence (VBE) assessments were carried out (using VBE module in Simcyp V22 (Certara Predictive Technologies, Sheffield, UK)) where three hypothetical drugs product with distinct dissolution rates were evaluated against multiple virtual test formulation counterparts. The influence of sex-dependent WSV in CTT and GET on VBE outcomes was demonstrated by systematic analysis of discordance between BE in female vs. male subjects. The exercise provided a roadmap for generating hypotheses regarding the propagation of sex differences in physiology to BE outcome.</div></div>","PeriodicalId":12018,"journal":{"name":"European Journal of Pharmaceutical Sciences","volume":"212 ","pages":"Article 107213"},"PeriodicalIF":4.7000,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"From hypothesis to forecasting: The impact of within-subject variability of gastro-intestinal physiology in relation to likelihood of sex-dependent outcome of bioequivalence\",\"authors\":\"Vijith Roy Titus , Maitri Sanghavi , Masoud Jamei , Amin Rostami-Hodjegan\",\"doi\":\"10.1016/j.ejps.2025.107213\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>There are calls for inclusion of both sexes when conducting bioequivalence (BE) studies as this is not common practice for variety of reasons. There are not many proven cases for sex-dependent outcome of BE studies; hence inclusion of female participants in BE studies is considered as a matter of equity and principle. Most typical BE studies are cross-over design where between-subject variability (including sex effects) plays no role. However, within-subject variability (WSV) can still play a significant role, in passing the BE criteria.</div><div>It has been shown that WSV of gastrointestinal (GI) tract as well as drug disposition factors propagate to the pharmacokinetics, defining the outcome of BE. By applying known sex-based differences in WSV measures of colonic transit time (CTT) and gastric emptying time (GET), we illustrate how hypotheses can be formulated regarding potential sex-dependent outcomes in BE studies. This approach supports informed decision-making on the necessity of including female participants or justifying prudent waivers for their inclusion.</div><div>Virtual Bioequivalence (VBE) assessments were carried out (using VBE module in Simcyp V22 (Certara Predictive Technologies, Sheffield, UK)) where three hypothetical drugs product with distinct dissolution rates were evaluated against multiple virtual test formulation counterparts. The influence of sex-dependent WSV in CTT and GET on VBE outcomes was demonstrated by systematic analysis of discordance between BE in female vs. male subjects. The exercise provided a roadmap for generating hypotheses regarding the propagation of sex differences in physiology to BE outcome.</div></div>\",\"PeriodicalId\":12018,\"journal\":{\"name\":\"European Journal of Pharmaceutical Sciences\",\"volume\":\"212 \",\"pages\":\"Article 107213\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2025-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Pharmaceutical Sciences\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S092809872500212X\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Pharmaceutical Sciences","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S092809872500212X","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
From hypothesis to forecasting: The impact of within-subject variability of gastro-intestinal physiology in relation to likelihood of sex-dependent outcome of bioequivalence
There are calls for inclusion of both sexes when conducting bioequivalence (BE) studies as this is not common practice for variety of reasons. There are not many proven cases for sex-dependent outcome of BE studies; hence inclusion of female participants in BE studies is considered as a matter of equity and principle. Most typical BE studies are cross-over design where between-subject variability (including sex effects) plays no role. However, within-subject variability (WSV) can still play a significant role, in passing the BE criteria.
It has been shown that WSV of gastrointestinal (GI) tract as well as drug disposition factors propagate to the pharmacokinetics, defining the outcome of BE. By applying known sex-based differences in WSV measures of colonic transit time (CTT) and gastric emptying time (GET), we illustrate how hypotheses can be formulated regarding potential sex-dependent outcomes in BE studies. This approach supports informed decision-making on the necessity of including female participants or justifying prudent waivers for their inclusion.
Virtual Bioequivalence (VBE) assessments were carried out (using VBE module in Simcyp V22 (Certara Predictive Technologies, Sheffield, UK)) where three hypothetical drugs product with distinct dissolution rates were evaluated against multiple virtual test formulation counterparts. The influence of sex-dependent WSV in CTT and GET on VBE outcomes was demonstrated by systematic analysis of discordance between BE in female vs. male subjects. The exercise provided a roadmap for generating hypotheses regarding the propagation of sex differences in physiology to BE outcome.
期刊介绍:
The journal publishes research articles, review articles and scientific commentaries on all aspects of the pharmaceutical sciences with emphasis on conceptual novelty and scientific quality. The Editors welcome articles in this multidisciplinary field, with a focus on topics relevant for drug discovery and development.
More specifically, the Journal publishes reports on medicinal chemistry, pharmacology, drug absorption and metabolism, pharmacokinetics and pharmacodynamics, pharmaceutical and biomedical analysis, drug delivery (including gene delivery), drug targeting, pharmaceutical technology, pharmaceutical biotechnology and clinical drug evaluation. The journal will typically not give priority to manuscripts focusing primarily on organic synthesis, natural products, adaptation of analytical approaches, or discussions pertaining to drug policy making.
Scientific commentaries and review articles are generally by invitation only or by consent of the Editors. Proceedings of scientific meetings may be published as special issues or supplements to the Journal.