Confident application of a global human liver microsomal activity QSAR.

Abstract:

:Metabolic stability is an important property of drug candidates and pharmaceutical companies often have human liver microsomal (HLM) data for a large number of molecules, enabling development of global quantitative structure-activity relationship models. RESULTS:This study describes a strategy for building a global HLM quantitative structure-activity relationship model, applicable also to datasets of limited size. By using external congeneric test sets, a realistic description of the performance in the future applied setting and a reliable prediction confidence method is obtained. CONCLUSION:The limited ability of the HLM model to generalize in chemical space to show the importance of internal model development and continuous updating of global HLM models, as well as the importance of a validated prediction confidence method.

journal_name

Future Med Chem

authors

Stålring J,Sohlenius-Sternbeck AK,Terelius Y,Parkes K

doi

10.4155/fmc-2017-0323

subject

Has Abstract

pub_date

2018-07-01 00:00:00

pages

1575-1588

issue

13

eissn

1756-8919

issn

1756-8927

journal_volume

10

pub_type

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