MDCKpred: a web-tool to calculate MDCK permeability coefficient of small molecule using membrane-interaction chemical features.
Structure-based models to understand the transport of small molecules through biological membrane can be developed by enumerating intermolecular interactions of the small molecule with a biological membrane, usually a dimyristoylphosphatidylcholine (DMPC) monolayer. This ADME (absorption, distribution, metabolism, and excretion) property based on Madin-Darby Canine Kidney (MDCK) cell line demonstrates intestinal drug absorption of small molecules and correlated to human intestinal absorption which acts as a determining factor to forecast small-molecule prioritization in drug-discovery projects. We present here the development of MDCKpred web-tool which calculates MDCK permeability coefficient of small molecule based on the regression model, developed using membrane-interaction chemical features. The web-tool allows users to calculate the MDCK permeability coefficient (nm/s) instantly by providing simple descriptor inputs. The chemical-interaction features are derived from different parts of the DMPC molecule viz. head, middle, and tail regions and accounts overall intermolecular contacts of the small molecule when passively diffused through the phospholipid-rich biological membrane. The MDCKpred model is both internally (R2 = .76; [Formula: see text]= .68; Rtrain = .87; Rtest = .69) and externally (Rext = .55) validated. Furthermore, we used natural molecules as application examples to demonstrate its utility in lead exploration and optimization projects. The MDCKpred web-tool can be accessed freely at http://www.mdckpred.in . This web-tool is designed to offer an intuitive way of prioritizing small molecules based on calculated MDCK permeabilities.
['Patel|Rikin D|RD|', 'Prasanth Kumar|Sivakumar|S|', 'Pandya|Himanshu A|HA|', 'Solanki|Hitesh A|HA|']
D000465:Algorithms D000818:Animals D002462:Cell Membrane D002463:Cell Membrane Permeability D004285:Dogs D007408:Intestinal Absorption D061985:Madin Darby Canine Kidney Cells D008954:Models, Biological D004364:Pharmaceutical Preparations D021281:Quantitative Structure-Activity Relationship D054852:Small Molecule Libraries D012984:Software
web-tool MDCK permeability permeability coefficient Caco-2 QSAR