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)
CHEMBL20016H-{d}A{d}IPM-OH name=CHEMBL20016
CHEMBL1836972H-GC(1)C(2)SDPRC(2)RYRC(1)GAA-OH name=CHEMBL1836972
CHEMBL1553344[acetyl]-[Nle]EH{d}FR{d}WG-[NH2] name=CHEMBL1553344
CHEMBL1221476H-YAR-OH name=CHEMBL1221476
CHEMBL472700H-GAAAPP-[NH2] name=CHEMBL472700
CHEMBL1672005H-IFGAIAGFIKNIW-OH name=CHEMBL1672005
CHEMBL3038101H-RRP[Res_1418]G[Res_2944]S{d}F[Res_1285]R-OH name=CHEMBL3038101
CHEMBL2380933[acetyl]-WMEWDREINNYTSLIHSLKEESQNQQEKNEQELL-[NH2] name=CHEMBL2380933
CHEMBL2370042H-{d}RRP{d}[Res_1508]G{d}[Res_733]S[Res_895]{d}[Res_2080]R-OH name=CHEMBL2370042
CHEMBL160018[NTerm_700]-E{d}[Res_2639]{d}[Res_2639]-[CTerm_766] name=CHEMBL160018
CHEMBL411400H-{d}FC(1){d}H{d}FR{d}W[Res_3018](1)T-[NH2] name=CHEMBL411400
CHEMBL1190013[NTerm_1692]-SKL-[CTerm_810] name=CHEMBL1190013
CHEMBL1081598[NTerm_1688]-SFQ-[NH2] name=CHEMBL1081598
CHEMBL263062[acetyl]-VHAG{d}PI-[CTerm_1086] name=CHEMBL263062
CHEMBL1630198[acetyl]-PVLDE[Res_982]REKLNE[Res_982]LEALKQKLK-[NH2] name=CHEMBL1630198
CHEMBL405511H-FVPTDVGAHAF-OH name=CHEMBL405511
CHEMBL293062[NTerm_985]-VPV-[CTerm_707] name=CHEMBL293062
CHEMBL230798[NTerm_1469]-KVGT-[CTerm_498] name=CHEMBL230798
CHEMBL1256084[NTerm_625]-RWF-[CTerm_1213] name=CHEMBL1256084
CHEMBL2335470H-KRPPKLGQIGRAKR-OH name=CHEMBL2335470

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.