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Resources

Biocatalysis

FunTree

A resource for exploring the evolution of protein function through relationships in sequence, structure, phylogeny and function. Website

PIRSF

Protein Information Resource. Website.

SupFam

SUPERFAMILY is a database of structural and functional annotation for all proteins and genomes. Link 

ClusTr

No longer available

TigrFam

TIGRFAMs is a database of protein family definitions. Link

EMBL-EBI

InterPro provides functional analysis of proteins by classifying them into families and predicting domains and important sites. Link

PFam

Catalytic Site Atlas – database of enzyme reaction mechanisms.  Link

MACiE – No longer available

Gene3D

Not available

Anti-SMASH

Link.

National Center for Biotechnology Information (NCBI)

BLAST. Link

Conserved Domain Database. Link

EXPASY

RHEA

Enzyme Commission

Translator

Link

EZCatDB
Kyoto Encyclopedia of Genes and Genomes (KEGG)
BRENDA
CAVER 3.0

Software tool for analysis and visualization of tunnels and channels in protein structures.

Link

Sabio-RK

Biochemical Reaction Database. Link

Miscellaneous Datasets

Structure-oriented Kinetics Dataset (SKiD). Link

IntEnzyDB: an Integrated Structure–Kinetics Enzymology Database. Link

CatPred: deep learning in vitro enzyme kinetic parameters. Link

Enzyme Function Initiative - Enzyme Similarity Tool

Sequence Similarity Network. Link

Genome Neighborhood Analysis. Link

RetroBioCat

Synthesis Planning for Biocatalysis. Link

GotEnzymes / GotEnzymes2

Predicted enzyme parameter entries. Link

EnzymeML

Standardized data format for catalytic reaction data. Link

STRENDA DB

Standards for Reporting Enzymology Data. Link

Machine Learning

Molecule Maker Lab Institute

CLEAN – EC Annotations

EZSpecificity – Enzyme / Substrate Specificity

AlphaFold / AlphaFill

Protein Structure Predictions. Link

Ligand Binding Predictions. Link

ESM Fold
CATNIP

CATNIP – Substrate Enzyme Specificity Model. Link

DLKcat

kcat predictions. Publication

DeepMolecules

LINK

ESP – Enzyme-Substrate Pair Prediction
Predict whether a given enzyme will accept a specific substrate molecule, powered by our ProSmith model with improved accuracy.

TurNuP – kcat Prediction
Predict the catalytic turnover number kcat (s-1) for enzyme-substrate pairs from amino acid sequences and SMILES.

KM – KM Prediction
Predict the Michaelis constant KM (mM) — the substrate concentration at which the reaction rate is half-maximal.

SPOT – Transporter-Substrate Pair Prediction
Predict whether a membrane transporter protein will transport a given metabolite substrate across the cell membrane.

FCKcat – Mutation Effect Prediction
Predict the fold change in kcat caused by a mutation, by comparing the wild-type and mutant enzyme sequences.

CataPro
UniKP

Enzyme kinetic parameters. Publication

Natural Products

COCONUT database