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)
CHEMBL2371920H-YGGFM-[CTerm_260] name=CHEMBL2371920
CHEMBL1649721[formyl]-VGA{d}LA{d}VVV{d}W{d}LW{d}LW{d}L-[CTerm_1106] name=CHEMBL1649721
CHEMBL217240H-{d}C(1)NGR{d}C(1)-OH name=CHEMBL217240
CHEMBL361579[NTerm_962]-[Res_1788]FRW-[NH2] name=CHEMBL361579
CHEMBL1630183[acetyl]-PVLDEFRE{d}[Res_2789]LNEELEALKQKLK-[NH2] name=CHEMBL1630183
CHEMBL95998[NTerm_1688]-V[Res_1354][Asp(pyrrol-1-yl)]DL-OH name=CHEMBL95998
CHEMBL2370819H-{d}A{d}[Res_23][Res_334]-[CTerm_1213] name=CHEMBL2370819
CHEMBL1170840[NTerm_468]-RPY[Res_1354]L-OH name=CHEMBL1170840
CHEMBL524514H-HSDGIFTDSYSRYRKQMAVKKYLAAVL-[NH2] name=CHEMBL524514
CHEMBL1253403H-TIINNYIDEIITTNTNIYEN-OH name=CHEMBL1253403
CHEMBL555901[NTerm_101]-G[Res_1895][Res_1651][Res_1075][Res_1895][Res_1651]-[NH2] name=CHEMBL555901
CHEMBL330229H-VEWVK-OH name=CHEMBL330229
CHEMBL439494H-ELYGNKPRRPYI-OH name=CHEMBL439494
CHEMBL1288501(cyclo)-FPDGRCT[Res_2558]SIPPI[Res_1744]-(cyclo) name=CHEMBL1288501
CHEMBL506645H-QRFSTGHFGGLYPSNGP-OH name=CHEMBL506645
CHEMBL407365(cyclo)-[Res_1479]SG[Res_2310][Res_1061][Res_1723]-(cyclo) name=CHEMBL407365
CHEMBL2372837H-RW{d}F{d}I{d}F{d}V-[NH2] name=CHEMBL2372837
CHEMBL583508(cyclo)-LVL{d}F{d}LLVL{d}F{d}L-(cyclo) name=CHEMBL583508
CHEMBL409127H-FVAE-OH name=CHEMBL409127
CHEMBL1091005[NTerm_189]-{d}I{d}V{d}P{d}P-[NH2] name=CHEMBL1091005

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.