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)
CHEMBL337897(cyclo)-{d}PV{d}LWE-(cyclo) name=CHEMBL337897
CHEMBL1605665H-AVV-[CTerm_1096] name=CHEMBL1605665
CHEMBL126776H-DSFV-[CTerm_1154] name=CHEMBL126776
CHEMBL415417H-C(1)Y[Res_1354]QNC(1){d}[Res_1354]LG-[NH2] name=CHEMBL415417
CHEMBL268436H-SLRNGVGTGMKKTSFQRAKS-OH name=CHEMBL268436
CHEMBL2371785(cyclo)-[Res_1128][Abu][MeGly][MeLeu]V[MeLeu]A{d}A[MeLeu][MeLeu][MeVal]-(cyclo) name=CHEMBL2371785
CHEMBL2370961[acetyl]-[Res_510]FLLR-[NH2] name=CHEMBL2370961
CHEMBL264132[acetyl]-YR{d}C(1){d}E[His(3-Me)]FR{d}W{d}C(1)-[NH2] name=CHEMBL264132
CHEMBL334453[NTerm_1070]-VLS-OH name=CHEMBL334453
CHEMBL30635H-[Res_941][Res_2201]RF-[NH2] name=CHEMBL30635
CHEMBL2372811H-[Res_2571][Res_1027]N-[NH2] name=CHEMBL2372811
CHEMBL1214626H-RW[Res_141]-[CTerm_1086] name=CHEMBL1214626
CHEMBL2115547H-RPKP{d}QQFFGLM-[NH2] name=CHEMBL2115547
CHEMBL500103[NTerm_919]-Y[Res_1053]N-[CTerm_762] name=CHEMBL500103
CHEMBL176066[NTerm_887]-VA[Nle]-[CTerm_467] name=CHEMBL176066
CHEMBL369770[formyl]-G[Res_1788]FRW-[NH2] name=CHEMBL369770
CHEMBL326379H-YPF-[CTerm_1142] name=CHEMBL326379
CHEMBL603466H-F{d}[Res_895]F-OH name=CHEMBL603466
CHEMBL1651026H-RPKPQQFF[MeGly]L[Res_1828]-[NH2] name=CHEMBL1651026
CHEMBL340440[acetyl]-[Res_2357]{d}[Res_2357]IV[Res_2471]{d}[Nva]-OH name=CHEMBL340440

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.