Bioinformatics
Datasets commonly used by bioinformatics domains
AlphaFold3 Databases
infoProtein structure and sequence databases used with AlphaFold3, an updated version of AlphaFold capable of predicting the structure and interactions of biomolecules.
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/datasets/bio/alphafold3BFD/MGnify
infoBFD/MGnify is a database built for ColabFold by combining the Big Fantastic Database (BFD) with the MGnify database.
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/datasets/bio/colabfold/bfd_mgy_colabfoldBig Fantastic Database
infoBig Fantastic Database (BFD) is a protein sequence database. BFD was created by clustering 2.5 billion protein sequences from Uniprot/TrEMBL+Swissprot, Metaclust, Soil Reference Catalog and Marine Eukaryotic Reference Catalog. It consists of over 65M protein families represented as multiple sequence alignments and hidden Markov models. BFD was built using the Uniclust pipeline and is one of the protein sequence databases used with AlphaFold.
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/datasets/bio/alphafold/bfdcheckm
infoDatabase associated with CheckM, a tool for assessing the quality of genomes recovered from isolates, single cells, or metagenomes.
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/datasets/bio/checkm/ColabFoldDB
infoColabFoldDB is a protein database built for ColabFold by extending BFD/MGnify with additional metagenomic protein catalogs containing eukaryotic proteins, phage catalogs and an updated version of MetaClust.
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/datasets/bio/colabfold/colabfold_envdb_202108Databases for ColabFold
info“Databases built in MMseqs2 format to be used with ColabFold. The databases include PDB70 (version 220313), UniRef70 (versions 2103 and 2202), BFD/Mgnfy and the environmental database ColabFoldDB (version 202108)”
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/datasets/bio/colabfolddfam
infoDfam is a database of Transposable Element DNA sequence alignments, hidden Markov Models (HMMs), consensus sequences, and genome annotations.
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/datasets/bio/dfam/EggNOG
infoEggNOG is a database of orthology relationships, functional annotation, and gene evolutionary histories. The EggNOG database is used with EggNOG-mapper, a tool for functional annotation of novel sequences.
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/datasets/bio/eggnog-data/EggNOG
infoEggNOG is a database of orthology relationships, functional annotation, and gene evolutionary histories. The EggNOG database is used with EggNOG-mapper, a tool for functional annotation of novel sequences.
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/datasets/bio/eggnog6-data/GMAP-GSNAP database (human genome)
infoThe programs GMAP (Genomic Mapping and Aligment Program) and GSNAP (Genomic Short-read Nucleotide Alignment Program) align RNA and DNA sequences from next-generation sequencing data to a genome reference sequence. The GMAP-GSNAP human genomic database available on Unity was built using the human genome assembly GRCh38.p14 (NCBI RefSeq assembly GCF_000001405.40)
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/datasets/bio/gmap-gsnapGTDB
infoThe Genome Taxonomy Database (GTDB) is a genome-based taxonomy for prokaryotic genomes collected from the NCBI RefSeq and GenBank Assembly databases.
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/datasets/bio/gtdb/Illumina iGenomes
infoThe Illumina iGenomes dataset is an assortment of genomes and annotation files (downloaded from UCSC, NCBI, or Ensembl) for commonly analyzed organisms.
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/datasets/bio/igenomesKraken2
infoDatabase for Kraken2, a tool that assigns taxonomic labels to DNA sequences. The database was built with the complete archaeal, bacterial and viral genomes downloaded from the NCBI Reference Sequence Database on July 22nd 2024.
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/datasets/bio/kraken2MGnify
infoMGnify is a database of non-redundant protein sequences predicted from metagenomic assemblies. MGnify is one of the protein sequence databases that can be used with AlphaFold.
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/datasets/bio/alphafold/mgnifyNCBI BLAST databases
infoNational Center for Biotechnology Information (NCBI) database presented in the format required for running Basic Local Alignment Search Tool (BLAST) as well as the sequence aligner DIAMOND. It contains the nucleotide database, the non-redundant Reference Sequence protein database for archaeal and bacterial genomes, the Reference Sequence Prokaryotic Representative Genome Database and the Reference Sequence Eukaryotic Representative Genome Database. NCBI’s BLAST databases are downloaded weekly. See the full details for more information.
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/datasets/bio/ncbi-db/NCBI RefSeq database
infoComplete archaeal, bacterial and viral genomes retrieved from the National Center for Biotechnology Information (NCBI) Reference Sequence Database.
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/datasets/bio/ncbi-refseq/NCBI RefSeq database
infoComplete archaeal, bacterial and viral genomes retrieved from the National Center for Biotechnology Information (NCBI) Reference Sequence Database.
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/datasets/bio/ncbi-refseq/Parameters of AlphaFold
infoAlphaFold is a deep leaning model designed to predict the 3D structure of proteins.
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/datasets/bio/alphafold/paramsParameters of Evolutionary Scale Modeling (ESM) models
infoESM models are a group of transformer protein language models designed to predict variant effects on protein function, protein sequences from backbone atom coordinates or protein structures from primary sequences.
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/datasets/bio/esm/Parameters of Evolutionary Scale Modeling (ESM) models
infoESM models are a group of transformer protein language models designed to predict variant effects on protein function, protein sequences from backbone atom coordinates or protein structures from primary sequences.
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/datasets/bio/esm/PDB70
infoPDB70 is a protein database that contains profile hidden Markov models for a representative set of protein sequences from the Protein Data Bank database filtered with a maximum pairwise sequence identity of 70%. PDB70 can be used with AlphaFold.
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/datasets/bio/alphafold/pdb70PINDER
infoPINDER or Protein Interaction Dataset and Evaluation Resource, is a dataset and resource for training and evaluation of protein-protein docking algorithms.
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/datasets/bio/pinderPLINDER
infoPLINDER or Protein Ligand Interactions Dataset and Evaluation Resource, is a comprehensive, annotated, high quality dataset and resource for training and evaluation of protein-ligand docking algorithms.
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/datasets/bio/plinderProtein Data Bank
infoProtein sequences from the Protein Data Bank in CIF format.
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/datasets/bio/colabfold/pdbProtein Data Bank database in mmCIF format
infoProtein sequences from the Protein Data Bank in mmCIF format.
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/datasets/bio/alphafold/pdb_mmcifProtein Data Bank database in SEQRES records
infoProtein sequences from the Protein Data Bank in SEQRES records. SEQRES records contain the amino acid sequence of residues in each chain of the proteins.
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/datasets/bio/alphafold/pdb_seqresTara Oceans 18S amplicon
info18S amplicon sequencing data from the Tara Oceans expedition (2009-2013) DNA samples corresponding to size fractions for protists. The sequence files were downloaded from the European Nucleotide Archive under project number PRJEB6610.
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/datasets/bio/tara-oceans/18S-ampliconTara Oceans MATOU gene catalog
infoReference collection of expressed eukaryotic genes called Marine Atlas of Tara Oceans Unigenes (MATOU), obtained with the TARA Oceans expedition (2009-2013) samples.
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/datasets/bio/tara-oceans/MATOU-gene-catalogTara Oceans MGT transcriptomes
infoCollection of metagenomics-based transcriptomes (MGTs) of eukaryotic marine plankton communities obtained with the TARA Oceans expedition (2009-2013) samples.
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/datasets/bio/tara-oceans/MGT-transcriptomesUniclust30
infoUniclust30 is a database of annotated protein sequences and alignments. It is built by clustering the sequences in UniProt Knowledgebase (UniProtKB) at the level of 30% pairwise sequence identity. Uniclust30 can be used with AlphaFold.
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/datasets/bio/alphafold/uniclust30UniProtKB
infoThe UniProt Knowledgebase (UniProtKB) is a database of protein sequences consisting of two sections called UniProtKB/Swiss-Prot and UniProtKB/TrEMBL. UniProtKB/Swiss-Prot contains manually annotated and non-redundant protein sequence records while UniProtKB/TrEMBL contains computationally analyzed and unreviewed protein sequence records.
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/datasets/bio/alphafold/uniprotUniRef100
infoUniRef100 is a database of protein sequences from UniProtKB and selected UniParc records.
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/datasets/bio/uniref100UniRef30
infoUniRef30 is a database of protein sequences built for ColabFold by clustering UniRef100 sequences with 30% sequence identity.
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/datasets/bio/colabfold/uniref30_2103UniRef90
infoUniRef90 is a database of protein sequences from UniProtKB and selected UniParc records. UniRef90 is built by clustering UniRef100 sequences such that each clustered set is composed of sequences that have at least 90% sequence identity to, and 80% overlap with, the longest sequence in the cluster.
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/datasets/bio/alphafold/uniref90Updated databases for ColabFold
info“Databases built in MMseqs2 format to be used with ColabFold. The databases include PDB100 (version 230517), UniRef30 (version 2302) and the environmental database ColabFoldDB (version 202108)”
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/datasets/bio/colabfold_new