CoReMicrob: Computational Resources for Micorbiome

Major tools for Metabolite annotation in metagenomic data

Tool Name Description PubMed ID
MetaTrans A deep learning, Transformer-based architecture for predicting metabolites of small molecules in humans. 34094473
MelonnPan Predicts metabolite features from amplicon or metagenomic sequencing data, aiding in microbial profiling. 31316056
MICOM Mathematical modeling framework to simulate microbial interactions and predict metabolic interactions. 31964767
PredCMB Predicts changes in microbial metabolites from shotgun metagenome data. 39814067
ENVIM Elastic net model-based tool for predicting metabolites using microbiome data. 34760716
METABOLIC Profiles microbial genomes for functional traits, including metabolic capabilities. 35172890
MetaPredictor Predicts human metabolites for small molecules. 39082648
MMINP Microbe-metabolite interactions-based metabolic profiles predictor. 37306408
BioTransformer A comprehensive computational tool for small molecule metabolism prediction and metabolite identification. 30612223
antiSMASH Rapid identification, annotation and analysis of secondary metabolite biosynthesis gene clusters in bacterial and fungal genome sequences. 21672958
MicrobeRX A tool for enzymatic-reaction-based metabolite prediction in the gut microbiome. 40108657