GithubHelp home page GithubHelp logo

kelly1210 / cns_mpo Goto Github PK

View Code? Open in Web Editor NEW

This project forked from sdecesco/cns_mpo

0.0 1.0 0.0 412 KB

Python code that takes a SDF file as input to calculate the central nervous system multiparameter optimization (CNS MPO) score

License: Apache License 2.0

Python 100.00%

cns_mpo's Introduction

#CNS_MPO Python code that takes a SDF file as input to calculate the central nervous system multiparameter optimization (CNS MPO) score

This code calculate the score as detailed in this publication : Moving beyond Rules: The Development of a Central Nervous System Multiparameter Optimization (CNS MPO) Approach To Enable Alignment of Druglike Properties Travis T. Wager, Xinjun Hou, Patrick R. Verhoest, and Anabella Villalobos ACS Chemical Neuroscience 2010 1 (6), 435-449 DOI: 10.1021/cn100008c

Physicochemical properties are calculated using the "cxcalc" module of ChemAxon alt text

======================================================================

        CNS MPO Score and Solubility forecaster index (3.2)

=========================== Compatibility ============================

                    Compatible with Python 2.7 & >3.5

===================== Prerequiste installations ======================

        Chemaxon Marvin suite WITH license
        cxcalc module required to work 	(used for pKa pred)
				(make sure to add cxcalc to $PATH)
        by default : C:\Program Files (x86)\ChemAxon\MarvinBeans\bin
        How to use :
                    - input the sdf file name when requested (.sdf included)
                    - the script output an sdf with name_out.sdf
                                This sdf contains the fields with :
                                        - CNS MPO Score
                                        - Solubility forecaster index (SFI)[optional]
                                        - bpKa,logD(7.4),logP,MW,HBD,Ar,TPSA
                                        - All individual components of MPO Score

======================================================================

cns_mpo's People

Contributors

sdecesco avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.