Dynamic Free Fraction: Concept, Methodology and Utility in DMPK

Dynamic Free Fraction: Concept, Methodology and Utility in DMPK

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As dictated by the free drug theory (FDT), fraction of unbound drug in plasma (fu,p) is routinely measured to rationalize pharmacological readouts such as drug potency and hepatic clearance. There is an increasing body of evidence contradicting the FDT when fu,p is applied, and one prominent example is the systematic under-prediction of hepatic clearance for highly bound compounds. We reason that fu,p is a static measure of drug binding extent and it does not capture drug protein binding dynamics. As a result, we have introduced the "dynamic free fraction" (fD) as a new binding parameter describing drug protein binding affinity/dynamics that can be indirectly determined by coupling the drug binding assay with a reporter enzyme in combination with high-resolution mass spectrometry, circumventing a long-standing challenge inherent in determining drug binding kinetics constants such as kon and koff. Using a large group of diverse drugs representing both CYPs and OATP transporter substrates, we demonstrated that the well-stirred model incorporating with fD correctly predicted both hepatic clearance and liver extraction ratio without apparent systematic bias, which is markedly better than those predicted with fu,p. The results suggest that dynamic free fraction (fD) as a measure of protein binding affinity is a key determinant in hepatic clearance, which is contrary to the currently held view.

Zhengyin Yan

Zhengyin received his BS/MS degrees in Chemistry from Wuhan University in China and his PhD in Biochemistry from Georgetown University in US. After a brief tenure as a postdoc at the National Cancer Institute, NIH, Zhengyin joined Johnson & Johnson Pharmaceutical Research Institute as a Senior Scientist in 1998 where he used to lead both in vitro ADME and discovery bioanalytical groups. In 2015, Zhengyin moved to Genentech, and currently he is a Distinguished Scientist leading the Discovery in vitro DMPK group. His scientific interest includes drug metabolism and bioactivation, ADME-guided lead optimization utilizing both in vitro assays and in vivo studies to assess and/or predict drug-like DMPK properties such as drug clearance and DDI potential. He has published more than 60 research articles and a number of book chapters, and co-edited three books published by Springer. Additionally, Zhengyin served on the US NSF Grant Review Panel and the editorial board of scientific journals such as Drug Metabolism Letter and Pharmaceutical Analysis.

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Dynamic Free Fraction: Concept, Methodology and Utility in DMPK
12/10/2024 at 11:00 AM (EST)  |  Recorded On: 12/10/2024
12/10/2024 at 11:00 AM (EST)  |  Recorded On: 12/10/2024 As dictated by the free drug theory (FDT), fraction of unbound drug in plasma (fu,p) is routinely measured to rationalize pharmacological readouts such as drug potency and hepatic clearance. There is an increasing body of evidence contradicting the FDT when fu,p is applied, and one prominent example is the systematic under-prediction of hepatic clearance for highly bound compounds. We reason that fu,p is a static measure of drug binding extent and it does not capture drug protein binding dynamics. As a result, we have introduced the "dynamic free fraction" (fD) as a new binding parameter describing drug protein binding affinity/dynamics that can be indirectly determined by coupling the drug binding assay with a reporter enzyme in combination with high-resolution mass spectrometry, circumventing a long-standing challenge inherent in determining drug binding kinetics constants such as kon and koff. Using a large group of diverse drugs representing both CYPs and OATP transporter substrates, we demonstrated that the well-stirred model incorporating with fD correctly predicted both hepatic clearance and liver extraction ratio without apparent systematic bias, which is markedly better than those predicted with fu,p. The results suggest that dynamic free fraction (fD) as a measure of protein binding affinity is a key determinant in hepatic clearance, which is contrary to the currently held view.
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