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)
CHEMBL269735H-{d}F{d}E{d}Q{d}K{d}IG{d}A{d}W{d}WC{d}A-OH name=CHEMBL269735
CHEMBL2372448H-{d}RGR-[Unknown_terminal_1] name=CHEMBL2372448 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAW94EwDd/6gA7y0VAN3/qAEAARhSAgABGg==
CHEMBL2336649[formyl]-ML{d}[Res_2851]-[CTerm_810] name=CHEMBL2336649
CHEMBL447452[acetyl]-[MeGly]{d}[Res_733]{d}[Res_733]{d}[Res_733]-[NH2] name=CHEMBL447452
CHEMBL284498[NTerm_780]-[Res_2201]RF-[NH2] name=CHEMBL284498
CHEMBL213974H-HLWHHWAHHWLHLWHAW-OH name=CHEMBL213974
CHEMBL576721[acetyl]-KLLLKLWLKLLK-[NH2] name=CHEMBL576721
CHEMBL2370381[NTerm_345]-[Res_2232]FVNK{d}PRR-[NH2] name=CHEMBL2370381
CHEMBL2371551[acetyl]-EHWSY[Res_2800]LRPG-[NH2] name=CHEMBL2371551
CHEMBL264083[NTerm_965]-{d}Y{d}C(1){d}F[Res_2394]{d}WKTFC(1)-OH name=CHEMBL264083
CHEMBL337207H-YGGFT-[CTerm_49] name=CHEMBL337207
CHEMBL102756[NTerm_116]-GEE-OH name=CHEMBL102756
CHEMBL52130[NTerm_820]-GVF-[CTerm_1040] name=CHEMBL52130
CHEMBL3105470H-YELLAGAGNHAAGILTL-[NH2] name=CHEMBL3105470
CHEMBL438437H-Y[Res_2926]GFM-OH name=CHEMBL438437
CHEMBL118773H-ITAQVPFSV-OH name=CHEMBL118773
CHEMBL541911H-FGGFTG[Res_438]RKSARKLANQ-[NH2] name=CHEMBL541911
CHEMBL525751H-GS[Res_1157]FLSPEHQRVQQ-[NH2] name=CHEMBL525751
CHEMBL584594[NTerm_1622]-YGGFLRRIRPK-[NH2] name=CHEMBL584594
CHEMBL309298(cyclo)-[Res_1227][Res_1314]-(cyclo) name=CHEMBL309298

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.