ESM Atlas — Protein Features and Structures

Biohub bioinformatics life sciences machine learning metagenomics protein structural biology

Description

The ESM Atlas is a large-scale public dataset of computational outputs generated by ESMC and ESMFold2, derived from a deduplicated set of over 6.8 billion publicly available protein sequences spanning all domains of life — including viral proteins and previously unannotated sequences representing metagenomic dark matter sampled from a wide range of biomes. The dataset includes two primary components. A sparse autoencoder (SAE) features for ~6.8 billion proteins, capturing interpretable biological representations from the ESMC 6B model, and predicted three-dimensional protein structures for ~1.1 billion proteins generated using ESMFold2. Proteins are organized into 7.7 million clusters based on SAE feature similarity, enabling functional grouping across the protein universe. The dataset is accessible via AWS CLI. A companion data explorer is available at https://biohub.ai/esmc/atlas.

Update Frequency

This is the v1.0 release of the dataset. Updates will be announced via the dataset documentation page.

License

Atlas License InformationAtlas DataUnless otherwise noted below under “Datasets Incorporating Third-Party Data,” data in the Atlas is compiled and made available by Chan Zuckerberg Biohub, Inc. under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. This permits use, distribution, and adaptation of the data for any purpose, provided that appropriate attribution is given. A copy of the license is available at https://creativecommons.org/licenses/by/4.0/.Datasets Incorporating Third-Party DataThe “Sequences” and “All Data” datasets include data from third-party sources in addition to data generated by Biohub. These specific datasets are compiled and made available by Chan Zuckerberg Biohub, Inc. and are provided under the Creative Commons Attribution Share Alike 4.0 International (CC BY SA 4.0) license. A copy of the license is available at https://creativecommons.org/licenses/by-sa/4.0/. These datasets include data from the following sources:

Data Set Source License
UniRef uniprot.org/uniref CC BY 4.0
UniProt Archive (UniParc) ftp.uniprot.org/pub/databases/uniprot/uniparc/ CC BY 4.0
MGnify (2022_05) ftp.ebi.ac.uk/pub/databases/metagenomics/peptide_database/2022_05/ CC0 1.0
MGnify (2024_04) ftp.ebi.ac.uk/pub/databases/metagenomics/peptide_database/2024_04/ CC0 1.0
UHGG ftp.ebi.ac.uk/pub/databases/metagenomics/mgnify_genomes/human-gut/ EMBL-EBI Terms of Use
SPIRE spire.embl.de CC BY-SA 4.0
Joint Genome Institute IMGM Dataset img.jgi.doe.gov JGI custom license
JGI IMG/M NR genome.jgi.doe.gov/portal/IMG_NR/ JGI custom license
JGI IMG/VR genome.jgi.doe.gov/portal/IMG_VR/ JGI custom license
JGI IMG UMAG (Prok) genome.jgi.doe.gov/portal/IMG-UMAG/ JGI custom license
JGI IMG UMAG (Euk) genome.jgi.doe.gov/portal/IMG-UMAG/ JGI custom license
Protein Data Bank (PDB) files.wwpdb.org/pub/pdb/data/assemblies/mmCIF/ CC0 1.0
AlphaFold Protein Structure Database alphafold.ebi.ac.uk CC BY 4.0

Documentation

https://biohub.ai/esmc/atlas

Managed By

Biohub

See all datasets managed by Biohub.

Contact

support@biohub.org

How to Cite

ESM Atlas — Protein Features and Structures was accessed on DATE from https://registry.opendata.aws/biohub-esm-atlas.

Usage Examples

Tutorials

Resources on AWS

  • Description
    ESM Atlas — Protein sequences, SAE features, and predicted 3D structures
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::esm-protein-atlas
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://esm-protein-atlas/

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