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. 2021 Nov 17;11(11):785. doi: 10.3390/metabo11110785

Table 1.

Tools for natural product pathway discovery, prediction and analysis.

Name Description Web Address
Cluster mining tools
antiSMASH Web application to mine and analyze bacterial and fungal genome for secondary metabolite BGCs https://antismash.secondarymetabolites.org (accessed on 5 July 2021)
Mibig 2.0 A robust community standard for annotation of metadata on BGCs and their molecular products https://mibig.secondarymetabolites.org/ (accessed on 5 July 2021)
ClusterCAD A database and web-based toolkit to harness the potential of type I modular polyketide synthases for combinatorial biosynthesis https://clustercad.jbei.org/ (accessed on 5 July 2021)
PRISM 3 Web for prediction of genetically encoded NRPs and PKs http://magarveylab.ca/prism/ (accessed on 5 July 2021)
RODEO Algorithm developed to identify ribosomally synthesized and post-translationally modified peptide BGCs http://www.ripprodeo.org (accessed on 7 July 2021)
Bagel2 Annotation of putative bacteriocins and antibiotics from genomic DNA http://bagel2.molgenrug.nl/ (accessed on 7 July 2021)
CLUSEAN Identification of domains and prediction of specificities for PKS and NRPS genes https://bitbucket.org/tilmweber/clusean (accessed on 7 July 2021)
SBSPKS Structural modeling of PKS modules and identification of key residues in the interfaces between modular PKS subunits http://www.nii.ac.in/sbspks.html (accessed on 10 July 2021)
SMURF Annotation of PKS, NRPS, NRPS-PKS hybrid, indole alkoloid and terpene BGCs from fungal genomic DNA http://jcvi.org/smurf/index.Php (accessed on 10 July 2021)
2metDB A tool offers the possibility to identify PKS and NRPS BGCs http://secmetdb.sourceforge.net/ (accessed on 10 July 2021)
ClusterFinder A tool to detect putative BGCs in genomic and metagenomic data https://github.com/petercim/ClusterFinder (accessed on 10 July 2021)
eSNaPD A tool to survey BGCs diversity in metagenomic DNA sequences http://esnapd2.rockefeller.edu/ (accessed on 10 July 2021)
EvoMining Web for phylogenomics to identify BGCs http://148.247.230.39/newevomining/new/evomining_web/index.html (accessed on 13 July 2021)
MIDDAS-M A tool that uses genome and transcriptome data to identify BGCs in fungal genomes http://133.242.13.217/MIDDAS-M/ (accessed on 13 July 2021)
MIPS-CG Web application to identify BGCs with genome data http://www.fung-metb.net/ (accessed on 13 July 2021)
IMG-ABC Database of experimentally verified and predicted BGCs across 40,000 isolated microbial genomes https://img.jgi.doe.gov/abc/ (accessed on 13 July 2021)
NaPDoS Web for offering analysis of PKS/NRPS http://napdos.ucsd.edu/ (accessed on 15 July 2021)
PKS/NRPS analytic tools
NP.searcher Web application to identify PKS and NRPS BGCs http://dna.sherman.lsi.umich.edu (accessed on 15 July 2021)
ClustScan Web accessible database for PKS/NRPS BGCs http://csdb.bioserv.pbf.hr/csdb/ClustScanWeb.html (accessed on 19 July 2021)
GNP Web application to identify BGCs (mainly PKS/NRPS) http://magarveylab.ca/gnp/ (accessed on 19 July 2021)
NRPS-PKS Web application to identify PKS BGCs http://www.nii.res.in/nrps-pks.html (accessed on 19 July 2021)
Specificity predictors for NRPS or PKS
NRPS/PKS substrate predictor Web for predicting A-domain or AT-domain http://www.cmbi.ru.nl/NRPS-PKS-substrate-predictor/ (accessed on 21 July 2021)
LSI-based A-domain function predictor Web for predicting A-domain http://bioserv7.bioinfo.pbf.hr/LSIpredictor/AdomainPrediction.jsp (accessed on 21 July 2021)
NRPSsp Web for predicting A-domain http://www.nrpssp.com/ (accessed on 21 July 2021)
ASMPKS Web for identification of PKS genes from genomic DNA http://gate.smallsoft.co.kr:8008/pks/ (accessed on 21 July 2021)
PKS/NRPS Web Server/Predictive Blast Server Web for predicting A-domain specificities http://nrps.igs.umaryland.edu/nrps/ (accessed on 21 July 2021)
Compounds databases
ChEBI A database and ontology of chemical compounds focusing on small molecules https://www.ebi.ac.uk/chebi/ (accessed on 21 July 2021)
ChEMBL A database providing information on bioactive molecules with drug-like properties https://www.ebi.ac.uk/chembl/ (accessed on 21 July 2021)
ChemSpider A database providing information on structures and properties of over 35 million structures http://www.chemspider.com/ (accessed on 21 July 2021)
KNApSAcK database A database on compound information of more than 50,000 natural products of plants and microorganisms http://kanaya.aist-nara.ac.jp/KNApSAcK/ (accessed on 21 July 2021)
PubChem A database contains synthetic compounds as well as natural products http://pubchem.ncbi.nlm.nih.gov/ (accessed on 21 July 2021)
Metabolomics tools
GNPS Web for analyzing mass spectrometry (MS)/MS data http://gnps.ucsd.edu/ (accessed on 21 July 2021)
GNP/iSNAP Web application to automatically identify metabolites in MS/MS data http://magarveylab.ca/gnp/ (accessed on 21 July 2021)
NRPquest Web for correlating NRP data with gene clusters http://cyclo.ucsd.edu (accessed on 21 July 2021)
Pep2Path Web for correlating peptide sequence tags with NRP and post-translationally modified peptide BGCs http://pep2path.sourceforge.net (accessed on 21 July 2021)