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)
CHEMBL583935H-{d}C(1){d}DG[Tyr(3,5-diBr)]G[Res_1418]N{d}C(1)-[NH2] name=CHEMBL583935
CHEMBL23362H-{d}[Res_966]{d}RF-[CTerm_49] name=CHEMBL23362
CHEMBL263791H-SLHVGTQCA-OH name=CHEMBL263791
CHEMBL583943[NTerm_1688]-{d}C(1){d}DG[Tyr(3-NO2)]G[Res_1418]N{d}C(1)-[NH2] name=CHEMBL583943
CHEMBL242980H-YPF[Res_2036]-[NH2] name=CHEMBL242980
CHEMBL131183[NTerm_514]-RVKR-[CTerm_683] name=CHEMBL131183
CHEMBL1255678H-{d}F{d}H{d}F{d}H{d}L{d}HFPYPFIKHFIHRF-[NH2] name=CHEMBL1255678
CHEMBL442537[NTerm_364]-[Res_29]{d}FRWG-[NH2] name=CHEMBL442537
CHEMBL2371844H-P{d}[Res_1789]P{d}[Res_1789]H{d}[Res_1444]I{d}[Res_1789]-[NH2] name=CHEMBL2371844
CHEMBL1929021[acetyl]-NV[Res_2201]H-[Unknown_terminal_1] name=CHEMBL1929021 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAa/3KwAc/HoAL60tABz8egEAARhSAgABGg==
CHEMBL598542[NTerm_700]-PP{d}[Res_2542]-[CTerm_1112] name=CHEMBL598542
CHEMBL331408[NTerm_899]-WMDF-[NH2] name=CHEMBL331408
CHEMBL13834H-YAG-[CTerm_272] name=CHEMBL13834
CHEMBL405209H-RPK{d}PQQF[Res_765]GLM-[NH2] name=CHEMBL405209
CHEMBL525416[acetyl]-WVTH{d}[Res_2510]LAGLLS{d}[Res_2510]SGGVV[Res_141]KNFVPTDVG[Res_1418]FAF-[NH2] name=CHEMBL525416
CHEMBL414558[acetyl]-[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_1357][Res_1357]L[Res_2151]{d}P{d}A-[NH2] name=CHEMBL414558
CHEMBL1256086[NTerm_567]-RWF-[CTerm_1213] name=CHEMBL1256086
CHEMBL2370958H-S{d}[Res_2054]LLR-[NH2] name=CHEMBL2370958
CHEMBL2371936H-{d}Y{d}[Res_895]FF-[NH2] name=CHEMBL2371936
CHEMBL2180076(cyclo)-RR[Res_1340]G{d}Y-(cyclo) name=CHEMBL2180076

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.