HTS navigator: freely accessible cheminformatics software for analyzing high-throughput screening data
- PMID: 24376084
- PMCID: PMC3928525
- DOI: 10.1093/bioinformatics/btt718
HTS navigator: freely accessible cheminformatics software for analyzing high-throughput screening data
Abstract
Summary: We report on the development of the high-throughput screening (HTS) Navigator software to analyze and visualize the results of HTS of chemical libraries. The HTS Navigator processes output files from different plate readers' formats, computes the overall HTS matrix, automatically detects hits and has different types of baseline navigation and correction features. The software incorporates advanced cheminformatics capabilities such as chemical structure storage and visualization, fast similarity search and chemical neighborhood analysis for retrieved hits. The software is freely available for academic laboratories.
Availability and implementation: http://fourches.web.unc.edu/
Figures
Similar articles
-
Chembench: a cheminformatics workbench.Bioinformatics. 2010 Dec 1;26(23):3000-1. doi: 10.1093/bioinformatics/btq556. Epub 2010 Sep 30. Bioinformatics. 2010. PMID: 20889496 Free PMC article.
-
MScreen: an integrated compound management and high-throughput screening data storage and analysis system.J Biomol Screen. 2012 Sep;17(8):1080-7. doi: 10.1177/1087057112450186. Epub 2012 Jun 15. J Biomol Screen. 2012. PMID: 22706349 Free PMC article.
-
QSAR modeling of imbalanced high-throughput screening data in PubChem.J Chem Inf Model. 2014 Mar 24;54(3):705-12. doi: 10.1021/ci400737s. Epub 2014 Feb 28. J Chem Inf Model. 2014. PMID: 24524735 Free PMC article.
-
Cheminformatics approaches to analyze diversity in compound screening libraries.Curr Opin Chem Biol. 2010 Jun;14(3):325-30. doi: 10.1016/j.cbpa.2010.03.017. Epub 2010 Apr 22. Curr Opin Chem Biol. 2010. PMID: 20457001 Review.
-
Reaching for the bright StARs in chemical space.Drug Discov Today. 2019 Nov;24(11):2162-2169. doi: 10.1016/j.drudis.2019.09.013. Epub 2019 Sep 23. Drug Discov Today. 2019. PMID: 31557448 Review.
Cited by
-
Data-driven approaches used for compound library design, hit triage and bioactivity modeling in high-throughput screening.Brief Bioinform. 2018 Mar 1;19(2):277-285. doi: 10.1093/bib/bbw105. Brief Bioinform. 2018. PMID: 27789427 Free PMC article. Review.
-
Trust, but Verify II: A Practical Guide to Chemogenomics Data Curation.J Chem Inf Model. 2016 Jul 25;56(7):1243-52. doi: 10.1021/acs.jcim.6b00129. Epub 2016 Jun 22. J Chem Inf Model. 2016. PMID: 27280890 Free PMC article. Review.
-
GladiaTOX: GLobal Assessment of Dose-IndicAtor in TOXicology.Bioinformatics. 2019 Oct 15;35(20):4190-4192. doi: 10.1093/bioinformatics/btz187. Bioinformatics. 2019. PMID: 30873538 Free PMC article.
-
Use of bacteriophage to target bacterial surface structures required for virulence: a systematic search for antibiotic alternatives.Curr Genet. 2016 Nov;62(4):753-757. doi: 10.1007/s00294-016-0603-5. Epub 2016 Apr 25. Curr Genet. 2016. PMID: 27113766 Free PMC article. Review.
-
Big data in chemical toxicity research: the use of high-throughput screening assays to identify potential toxicants.Chem Res Toxicol. 2014 Oct 20;27(10):1643-51. doi: 10.1021/tx500145h. Epub 2014 Sep 16. Chem Res Toxicol. 2014. PMID: 25195622 Free PMC article. Review.
References
-
- Fourches D, Tropsha A. Using graph indices for the analysis and comparison of chemical datasets. Mol. Inform. 2013;32:827–842. - PubMed
-
- Fourches D, et al. The Toxicologist. Reston, VA: Vol. 132, Oxford University Press; 2013. Cheminformatics analysis of compound-Cytochrome P450 interaction profiles; p. 347.
-
- Kümmel A, Parker CN. The interweaving of cheminformatics and HTS. Methods Mol. Biol. 2011;672:435–457. - PubMed
-
- Varnek A, et al. Substructural fragments: an universal language to encode reactions, molecular and supramolecular structures. J. Comput. Aided Mol. Des. 2005;19:693–703. - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources