TeachOpenCADD: a teaching platform for computer-aided drug design using open source packages and data.

Dominique Sydow, Andrea Morger, Maximilian Driller, Andrea Volkamer
Author Information
  1. Dominique Sydow: In Silico Toxicology, Institute of Physiology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany. ORCID
  2. Andrea Morger: In Silico Toxicology, Institute of Physiology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany. ORCID
  3. Maximilian Driller: In Silico Toxicology, Institute of Physiology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany. ORCID
  4. Andrea Volkamer: In Silico Toxicology, Institute of Physiology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany. andrea.volkamer@charite.de. ORCID

Abstract

Owing to the increase in freely available software and data for cheminformatics and structural bioinformatics, research for computer-aided drug design (CADD) is more and more built on modular, reproducible, and easy-to-share pipelines. While documentation for such tools is available, there are only a few freely accessible examples that teach the underlying concepts focused on CADD, especially addressing users new to the field. Here, we present TeachOpenCADD, a teaching platform developed by students for students, using open source compound and protein data as well as basic and CADD-related Python packages. We provide interactive Jupyter notebooks for central CADD topics, integrating theoretical background and practical code. TeachOpenCADD is freely available on GitHub: https://github.com/volkamerlab/TeachOpenCADD .

Keywords

References

  1. Nucleic Acids Res. 2016 Jan 4;44(D1):D1202-13 [PMID: 26400175]
  2. J Med Chem. 2010 Apr 8;53(7):2719-40 [PMID: 20131845]
  3. J Comput Aided Mol Des. 2002 Jul;16(7):521-33 [PMID: 12510884]
  4. J Cheminform. 2014 Jan 30;6(1):3 [PMID: 24479757]
  5. J Chem Inf Comput Sci. 2003 Mar-Apr;43(2):493-500 [PMID: 12653513]
  6. Adv Drug Deliv Rev. 2001 Mar 1;46(1-3):3-26 [PMID: 11259830]
  7. F1000Res. 2017 Jul 17;6:1136 [PMID: 28928948]
  8. Nucleic Acids Res. 2012 Jan;40(Database issue):D1100-7 [PMID: 21948594]
  9. J Med Chem. 2014 Apr 24;57(8):3186-204 [PMID: 24151987]
  10. Physiol Rev. 2016 Jul;96(3):1025-1069 [PMID: 33003261]
  11. Bioinformatics. 2016 Jan 1;32(1):159-60 [PMID: 26369703]
  12. Expert Opin Drug Discov. 2017 Sep;12(9):879-883 [PMID: 28685615]
  13. BMC Struct Biol. 2009 Feb 24;9:7 [PMID: 19236722]
  14. Nucleic Acids Res. 2000 Jan 1;28(1):235-42 [PMID: 10592235]
  15. J Mol Graph Model. 2016 Sep;69:127-43 [PMID: 27631126]
  16. Curr Pharm Des. 2006;12(17):2111-20 [PMID: 16796559]
  17. Nucleic Acids Res. 2015 Jul 1;43(W1):W612-20 [PMID: 25883136]
  18. Nucleic Acids Res. 2006 Jan 1;34(Database issue):D668-72 [PMID: 16381955]
  19. Org Biomol Chem. 2004 Nov 21;2(22):3204-18 [PMID: 15534697]
  20. J Cheminform. 2017 Jun 6;9(1):33 [PMID: 29086040]
  21. J Chem Inf Model. 2010 May 24;50(5):742-54 [PMID: 20426451]
  22. J Mol Graph Model. 2012 Sep;38:360-2 [PMID: 23085175]
  23. J Med Chem. 2016 May 12;59(9):4121-51 [PMID: 27046190]
  24. Front Comput Neurosci. 2017 Dec 19;11:114 [PMID: 29311884]
  25. ChemMedChem. 2008 Mar;3(3):435-44 [PMID: 18064617]

Grants

  1. 031A262C/Bundesministerium für Bildung und Forschung
  2. 391684253/Deutsche Forschungsgemeinschaft
  3. 391684253/Deutsche Forschungsgemeinschaft
  4. PhD Scholarship/HaVo-Stiftung

Word Cloud

Created with Highcharts 10.0.0freelyavailabledatadrugdesignCADDsourcebioinformaticscomputer-aidedTeachOpenCADDteachingplatformstudentsusingopenPythonpackagesOwingincreasesoftwarecheminformaticsstructuralresearchbuiltmodularreproducibleeasy-to-sharepipelinesdocumentationtoolsaccessibleexamplesteachunderlyingconceptsfocusedespeciallyaddressingusersnewfieldpresentdevelopedcompoundproteinwellbasicCADD-relatedprovideinteractiveJupyternotebookscentraltopicsintegratingtheoreticalbackgroundpracticalcodeGitHub:https://githubcom/volkamerlab/TeachOpenCADDTeachOpenCADD:CheminformaticsComputer-aidedLearningOpenRDKitStructuralTeaching

Similar Articles

Cited By