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.



ChEMBL ID contains
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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL3108895H-AK(cyclo1)TMQTARKSTE(cyclo1)GKAPRKQLA-[NH2] name=CHEMBL3108895
CHEMBL265092H-TKSQFTSIS-OH name=CHEMBL265092
CHEMBL2370372H-[PyGlu]ADPNKF[Res_1703]GLM-[NH2] name=CHEMBL2370372
CHEMBL324390H-FC(1){d}F{d}[Res_3018](1)-[NH2] name=CHEMBL324390
CHEMBL173801H-SNVFA-OH name=CHEMBL173801
CHEMBL390328[NTerm_500]-VPG-OH name=CHEMBL390328
CHEMBL267034H-S{d}[Res_2054]RNGVGTGMKKTSFQRAKS-OH name=CHEMBL267034
CHEMBL138869[NTerm_469]-VPV-[CTerm_1265] name=CHEMBL138869
CHEMBL338884H-Y[Res_2019]F[Res_1520]-OH name=CHEMBL338884
CHEMBL2369553H-DRVYIH{d}P-OH name=CHEMBL2369553
CHEMBL585737H-MNETI-OH name=CHEMBL585737
CHEMBL435922H-LPNYNWNSRGLRF-[NH2] name=CHEMBL435922
CHEMBL1818537[formyl]-M[Res_543][Thr(tBu)]G[Res_322]AV-[CTerm_1197] name=CHEMBL1818537
CHEMBL414554H-YG{d}EFLRRIRPK-[NH2] name=CHEMBL414554
CHEMBL409322H-GLQGRAQRRAAASGNHLAGILTM-OH name=CHEMBL409322
CHEMBL366782[NTerm_751]-YRG[Res_1593]P-[NH2] name=CHEMBL366782
CHEMBL390942H-[Res_1820][Res_2986]P-[NH2] name=CHEMBL390942
CHEMBL307433[acetyl]-QQFFGL[Res_1386]-[NH2] name=CHEMBL307433
CHEMBL504721H-GQVGRQ[Res_1340]AIIGDD[Res_1788]NR-OH name=CHEMBL504721
CHEMBL428834H-RWRWRWFASASARWRWRWF-[NH2] name=CHEMBL428834

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.