کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1372424 981870 2010 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Development of an in silico model for human skin permeation based on a Franz cell skin permeability assay
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آلی
پیش نمایش صفحه اول مقاله
Development of an in silico model for human skin permeation based on a Franz cell skin permeability assay
چکیده انگلیسی

A multiple linear regression QSAR model was developed based on a set of 61 compounds with internally consistent permeability data measured across Franz cell. The data was normalized using a mean permeability value of a reference compound, 3-isobutyl-1-methylxanthine (IBMX). The QSAR model contained only five simple descriptors and had a correlation coefficient, r2 of 0.77 between experimental and calculated values for skin permeability. The mean absolute error (MAE) was 0.3 for the entire set and the cross validation coefficient, q2 was 0.71. The in silico skin permeability model was used as a filter for virtual libraries and to optimize skin permeation of specific compounds for several dermatology discovery projects.

A multiple linear regression QSAR model was developed based on a set of 61 compounds with internally consistent permeability data measured across Franz cell. The data was normalized using a mean permeability value of a reference compound, 3-isobutyl-1-methylxanthine (IBMX). The QSAR model contained only five simple descriptors and had a correlation coefficient, r2 of 0.77 between experimental and calculated values for skin permeability. The mean absolute error was 0.3 for the entire set and the cross validation coefficient, q2 was 0.71. The in silico skin permeability model was used as a filter for virtual libraries and to optimize skin permeation of specific compounds for several dermatology discovery projects. logPe=6.6177-0.0022∗PISA-0.3516∗donorHB-0.2451∗accptHB-5.8373∗glob+0.2700∗EA(eV)Figure optionsDownload as PowerPoint slide

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Bioorganic & Medicinal Chemistry Letters - Volume 20, Issue 1, 1 January 2010, Pages 69–73
نویسندگان
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