Converting ChEMBL to sequence

This page gives you access to a subset of ChEMBL that has been converted to Protein Line Notation. A total of 27142 structures out of 39123 "peptide-like" structures have been successfully converted. More details on the conversion process can be found beneath the structure table.



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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL504008H-SFDNGVGTGMKKTSFQRAKS-OH name=CHEMBL504008
CHEMBL3132989H-NRFCKLFCIQGTGDVKACEWACQ-OH name=CHEMBL3132989
CHEMBL407799[acetyl]-{d}C(1)IP{d}RG{d}D[Res_1593]{d}R{d}C(1)-[NH2] name=CHEMBL407799
CHEMBL437073H-AG{d}C(1){d}KN{d}AF{d}WKTFTSC(1)-OH name=CHEMBL437073
CHEMBL415202H-{d}[Res_1586]HWKHEWK{d}PG-[NH2] name=CHEMBL415202
CHEMBL264104[NTerm_700]-[Res_795]N[Res_879]-[CTerm_810] name=CHEMBL264104
CHEMBL378045H-TITYDL-OH name=CHEMBL378045
CHEMBL1672714[acetyl]-[Res_2847]YGGFL-[NH2] name=CHEMBL1672714
CHEMBL1866380[NTerm_820]-G[Res_1027]G-[CTerm_373] name=CHEMBL1866380
CHEMBL538700H-{d}[Res_966]{d}[Res_895]FF-[NH2] name=CHEMBL538700
CHEMBL183992H-VPFY-OH name=CHEMBL183992
CHEMBL203774[NTerm_1448]-RL[Res_870]-[NH2] name=CHEMBL203774
CHEMBL2370315[acetyl]-{d}[Res_1340]SY{d}[Res_1343]LRP-[CTerm_258] name=CHEMBL2370315
CHEMBL1824967H-IGQADIFGV-OH name=CHEMBL1824967
CHEMBL1075925H-PEPTAPPEE-OH name=CHEMBL1075925
CHEMBL385603H-DY{d}WV{d}W{d}WL-OH name=CHEMBL385603
CHEMBL583721H-{d}C(1){d}DG[Res_2297]G[Res_1418]N{d}C(1)-[NH2] name=CHEMBL583721
CHEMBL2370054[NTerm_700]-EA{d}WF{d}PP[Nle]-[NH2] name=CHEMBL2370054
CHEMBL311733[NTerm_820]-{d}FFH-[NH2] name=CHEMBL311733
CHEMBL591266[NTerm_211]-{d}[Res_733]{d}[Res_733]{d}[Res_733]{d}[Res_733]-[NH2] name=CHEMBL591266

Conversion process

All structures in the ChEMBL 19 database were downloaded as an SD file and, with the help of KNIME, probable "peptide-like" structures were identified. The "peptide-like" structures were defined as those containing a substructure of three connected glysines. This yielded a "peptide-like" subset of 39123 structures.

The peptide subset was loaded into a PostgreSQL database table and the Biochemfusion Proteax cartridge was used to convert structures, when possible, to sequences. The first conversion took 87 seconds and produced 27142 converted sequences.

You can download the full set of produced sequences (TAB-separated file with ChEMBL ID + PLN, ~11MB).

All found unknown residues and terminal structures were embedded as inline structures in the first round of produced PLN. The embedded structures were then de-duplicated and extracted. You can download the structure sets in gzip-ed SD file format from here:

143 of the unknown residue structures have been assigned well-defined names by NextMove Software's great Sugar & Splice tool (press the "Biologics" button). Many thanks to Roger Sayle at NextMove Software for processing this subset of residues with Sugar & Splice.

NextMove's residue names can be applied to a Proteax modification database (where the above SD files have been imported) by the following SQL script:

The currently produced PLN has been generated after all the above data has been loaded into Proteax's database of known structures. As you will see, most of the non-natural residues and terminals have auto-generated names based on sequential numbers.