CoReMicrob: Computational Resources for Micorbiome

Major Pipelines for Microbiome data analysis

Pipeline Name Description PubMed ID
QIIME2 It is a microbiome multi-omics bioinformatics and data science platform that is trusted, free, open source, extensible, standalone pipeline. 34554657
bioBakery It is a collection of workflows and tasks for executing common microbial community analyses using standardized, validated tools and parameters. 33944776
DADA2 This package infers exact amplicon sequence variants (ASVs) from high-throughput amplicon sequencing data, replacing the coarser and less accurate OTU clustering approach. 27214047
SAMSA2 It is a rapid and efficient metatranscriptome pipeline for analyzing large RNA-seq datasets in a supercomputing cluster environment. 29783945
MetaPro The MetaPro Meta Transcriptomics/Genomics Pipeline is a software tool that will perform Transcriptomics and Genomic analysis on Paired and Single Reads of FASTQ data. 37370188
MetaGT The pipeline involves the alignment of metatranscriprome assembly to the metagenome assembly with further extracting CDSs, which are covered by transcripts. 36386613
MOCAT2 It can generate taxonomic and functional profiles, as well as assemblereads and predict genes in assembled sequences. 23082188
metaExpertPro It is a computational software for the analysis of DDA-MS and DIA-MS hybrid-based metaproteomic data. 39278598
MetaX It is a novel tool for linking peptide sequences with taxonomic and functional information in Metaproteomics. NA
UniPept It is an open source web application designed for metaproteomics data analysis with a focus on interactive datavisualizations. 38995542
MetaNovo It uses open-source tools to match raw spectra to database entries in a parallalized and scalable pipeline that can be installed in a cluster or standalone on a linux machine 37327214
MetaWRAP It is a metagenomic wrapper suite that accomplishes the core tasks of metagenomic analysis from start to finish. 30219103
MetaTrans It is a deep learning, Transformer-based, architecture for predicting metabolites of small molecules in humans. 34094473
SnapATAC2 A fast, scalable and versatile tool for analysis of single-cell omics data. 38191932
Cellsnake A user-friendly tool for single-cell RNA sequencing analysis. 37889009
MetaBakery A Singularity implementation of bioBakery tools as a skeleton application for efficient HPC deconvolution of microbiome metagenomic sequencing data to machine learning ready information. 39139377