Model-informed drug develop⁃ment(MIDD)is the application of a various math⁃ematical,statistical,and biological models to facilitate drug development,decision making and regulatory review.As a quantitative tool,MIDD ap...Model-informed drug develop⁃ment(MIDD)is the application of a various math⁃ematical,statistical,and biological models to facilitate drug development,decision making and regulatory review.As a quantitative tool,MIDD approaches allow an integration of information obtained from non-clinical studies and clinical trials in a drug development program.General understandings of the underlying biology,patho⁃physiology,and pharmacology can also be incor⁃porated into the model.MIDD is centered on knowledge and inferences generated from inte⁃grated models of the physicochemical character⁃istics of a molecule,its disposition in the body,and its mechanism of action,and how the drug might affect a disease from both an efficacy and a safety perspective.MIDD approaches have the potential to significantly streamline drug develop⁃ment,by improving clinical trial efficiency,opti⁃mizing dose and regimen and waive unneces⁃sary clinical studies.This presentation will use cases studies to demonstrate how to apply MIDD in early phase of clinical trials.展开更多
Drug metabolism and pharmacokinetics(DMPK) is an important branch of pharmaceutical sciences.The nature of ADME(absorption,distribution,metabolism,excretion) and PK(pharmacokinetics) inquiries during drug discovery an...Drug metabolism and pharmacokinetics(DMPK) is an important branch of pharmaceutical sciences.The nature of ADME(absorption,distribution,metabolism,excretion) and PK(pharmacokinetics) inquiries during drug discovery and development has evolved in recent years from being largely descriptive to seeking a more quantitative and mechanistic understanding of the fate of drug candidates in biological systems.Tremendous progress has been made in the past decade,not only in the characterization of physiochemical properties of drugs that influence their ADME,target organ exposure,and toxicity,but also in the identification of design principles that can minimize drug-drug interaction(DDI) potentials and reduce the attritions.The importance of membrane transporters in drug disposition,efficacy,and safety,as well as the interplay with metabolic processes,has been increasingly recognized.Dramatic increases in investments on new modalities beyond traditional small and large molecule drugs,such as peptides,oligonucleotides,and antibody-drug conjugates,necessitated further innovations in bioanalytical and experimental tools for the characterization of their ADME properties.In this review,we highlight some of the most notable advances in the last decade,and provide future perspectives on potential major breakthroughs and innovations in the translation of DMPK science in various stages of drug discovery and development.展开更多
文摘Model-informed drug develop⁃ment(MIDD)is the application of a various math⁃ematical,statistical,and biological models to facilitate drug development,decision making and regulatory review.As a quantitative tool,MIDD approaches allow an integration of information obtained from non-clinical studies and clinical trials in a drug development program.General understandings of the underlying biology,patho⁃physiology,and pharmacology can also be incor⁃porated into the model.MIDD is centered on knowledge and inferences generated from inte⁃grated models of the physicochemical character⁃istics of a molecule,its disposition in the body,and its mechanism of action,and how the drug might affect a disease from both an efficacy and a safety perspective.MIDD approaches have the potential to significantly streamline drug develop⁃ment,by improving clinical trial efficiency,opti⁃mizing dose and regimen and waive unneces⁃sary clinical studies.This presentation will use cases studies to demonstrate how to apply MIDD in early phase of clinical trials.
基金supported in part by grants from the National Institutes of Health (CA023074,CA092596,ES004940,ES006694,and ES020867,USA)。
文摘Drug metabolism and pharmacokinetics(DMPK) is an important branch of pharmaceutical sciences.The nature of ADME(absorption,distribution,metabolism,excretion) and PK(pharmacokinetics) inquiries during drug discovery and development has evolved in recent years from being largely descriptive to seeking a more quantitative and mechanistic understanding of the fate of drug candidates in biological systems.Tremendous progress has been made in the past decade,not only in the characterization of physiochemical properties of drugs that influence their ADME,target organ exposure,and toxicity,but also in the identification of design principles that can minimize drug-drug interaction(DDI) potentials and reduce the attritions.The importance of membrane transporters in drug disposition,efficacy,and safety,as well as the interplay with metabolic processes,has been increasingly recognized.Dramatic increases in investments on new modalities beyond traditional small and large molecule drugs,such as peptides,oligonucleotides,and antibody-drug conjugates,necessitated further innovations in bioanalytical and experimental tools for the characterization of their ADME properties.In this review,we highlight some of the most notable advances in the last decade,and provide future perspectives on potential major breakthroughs and innovations in the translation of DMPK science in various stages of drug discovery and development.
