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)
CHEMBL1202120H-{d}[Res_1724]PR-[CTerm_364] name=CHEMBL1202120
CHEMBL2096710H-YC(1)RFFNAFC(1)Y-[NH2] name=CHEMBL2096710
CHEMBL2000504H-FC(1)FWKTC(1)-[CTerm_1172] name=CHEMBL2000504
CHEMBL1191335H-[Res_78][Res_1022]R-[Unknown_terminal_1] name=CHEMBL1191335 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAV9QBgBl/pgA3wUIAGX+mAEAARhSAgABGg==
CHEMBL1253435H-CIKQTYNNNKSIESLKLKIN-OH name=CHEMBL1253435
CHEMBL399797(cyclo)-{d}F{d}L[MeLeu]VL-(cyclo) name=CHEMBL399797
CHEMBL429917[NTerm_262]-RRINRE-[CTerm_386] name=CHEMBL429917
CHEMBL1800392H-R[Res_1641]R[Nva]Y{d}[Res_403][Res_1667][Res_2195]-[NH2] name=CHEMBL1800392
CHEMBL1651518[NTerm_519]-GGG-[CTerm_1226] name=CHEMBL1651518
CHEMBL1985186H-[Res_1189]HWSYWLRP-[CTerm_258] name=CHEMBL1985186
CHEMBL2372687[NTerm_808]-KIFG-OH name=CHEMBL2372687
CHEMBL506024H-GQFGRQLAIIGDDINR-OH name=CHEMBL506024
CHEMBL429695[acetyl]-IC(1)V{d}HQ{d}DWGH{d}HRC(1)T-[NH2] name=CHEMBL429695
CHEMBL414299[acetyl]-{d}[Res_1015]AGTVINDL-OH name=CHEMBL414299
CHEMBL1626412H-AVA-[CTerm_861] name=CHEMBL1626412
CHEMBL2012889(cyclo)-PEVFLMC-(cyclo) name=CHEMBL2012889
CHEMBL337683H-[Res_2271][Res_1354][Asn(Me2)]A-[CTerm_707] name=CHEMBL337683
CHEMBL3115930[NTerm_1685]-{d}V{d}[Res_1286]G{d}S{d}WS[Res_1286]{d}[Res_1286]FEVIA-OH name=CHEMBL3115930
CHEMBL2369372[acetyl]-HWAVGHL-[CTerm_373] name=CHEMBL2369372
CHEMBL607290[NTerm_567]-V[Res_1572]{d}[Res_2639]-[CTerm_714] name=CHEMBL607290

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.