CoReMicrob: Computational Resources for Micorbiome

Major binning tools for metagenomics reads

Tool Name Description PubMed ID
MaxBin An automated binning method to recover individual genomes from metagenomes using an expectation-maximization algorithm. 25136443
MetaBat An efficient tool for accurately reconstructing single genomes from complex microbial communities. 26336640
Groopm An automated tool for the recovery of population genomes from related metagenomes. 25289188
CONCOCT Clustering contigs of metagenomes using sequence composition and coverage. 25218180
MyCC Metagenomic binning with coverage and composition. 27067514
MetaWatt The binning of metagenomic contigs for microbial physiology of mixed cultures. 23227024
BMC3C Binning metagenomic contigs using codon usage, sequence composition, and read coverage. 29947757
Binsanity Unsupervised clustering of environmental microbial assemblies using coverage and affinity propagation. 28289564
Autometa Automated extraction of microbial genomes from individual shotgun metagenomes. 30838416
COCACOLA Binning metagenomic contigs using sequence COmposition, read CoverAge, CO-alignment, and paired-end read LinkAge. 27256312
SolidBin-naive Improving metagenome binning with semi-supervised normalized cut. 30977806
Vamb Improved metagenome binning and assembly using deep variational autoencoders. 33398153
DAS Tool Recovery of genomes from metagenomes via a dereplication, aggregation, and scoring strategy. 29807988
Binning_refiner Improving genome bins through the combination of different binning programs. 28186226
HiCBin Binning metagenomic contigs and recovering metagenome-assembled genomes using Hi-C contact maps 35227283
SemiBin A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments 35484115
MetaWRAP A flexible pipeline for genome-resolved metagenomic data analysis 30219103