CatLog data

CatLog is a catalog of enzyme kinetics values (kcat, Km and kcat/Km) with the paper each one comes from. This snapshot (2026-10-24) holds 190,222 records for 5,196 EC numbers and 6,758 organisms.

CatLog read 98,324 of them from 6,391 papers: each value was read from the paper by an AI model and checked against the paper by a second, separate AI run, and code converted the units; each record keeps the line the paper prints.

The other records are not yet re-read: they are from CatLog's earlier version, built from the enzyme databases (BRENDA, SABIO-RK, UniProt, the Open Enzyme Database, SKiD, STRENDA DB) and partly checked against the papers, and are replaced when CatLog reads their paper. Every value read from the paper is compared with what those databases list for the same paper.

Records from a database keep its license: 8,299 records from SABIO-RK are under SABIO-RK terms (free for academic use; see sabiork.h-its.org); 4,029 records from SKiD (Structure-Oriented Kinetics Database) are under CC BY-NC-ND 4.0. CatLog's compilation is under CC BY 4.0.

Snapshot
Oct 24, 2026
Data ID
660092338b
Records
190,222 (98,324 read from the paper)
Papers read
6,391
License
CatLog's compilation: CC BY 4.0. Records from a database keep its license (below); quoted paper text remains the publisher's.
Cite
CatLog snapshot 2026-10-24 (data ID 660092338b), Chowdhury Lab, https://catlog.structf.studio

Downloads

Downloads of this snapshot
FileWhat it holdsSizeSHA-256
Full dataEvery field, with sequences, SMILES and paper links; JSON Lines (gzip)47.6 MB76beb35e0316ec19…
TableOne line per record, the main fields; JSON Lines (gzip)14.0 MB1acf125085ddfd54…
Compared with databasesOne line per value and database; CSV (gzip)8.4 MB6c73043ba31965bc…

Not yet re-read: records from the enzyme databases

Records of CatLog's earlier version, by the database they come from (a record merged from several databases counts under each). 165 records come from no database listed here (earlier paper extractions, or no source recorded).

Records by source database
DatabaseRecordsLicense
BRENDA63,558CC BY 4.0
UniProt10,375CC BY 4.0
SABIO-RK8,299SABIO-RK terms (free for academic use; see sabiork.h-its.org)
Open Enzyme Database (OED)5,531CC BY 4.0
SKiD (Structure-Oriented Kinetics Database)4,029CC BY-NC-ND 4.0
STRENDA DB3see the source’s terms

Find records

Browse searches and filters every record. The papers and EC numbers pages list the records read from the paper.