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)
CHEMBL2370255[acetyl]-{d}[Res_1724]LKIIW-OH name=CHEMBL2370255
CHEMBL1270157[NTerm_68]-{d}RGR-[Unknown_terminal_1] name=CHEMBL1270157 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAbCDLwBQAHsAMDkxAFAAewEAARhSAgABGg==
CHEMBL1817691H-C(1)FI[Res_2773]NC(1)P[Orn]G-[NH2] name=CHEMBL1817691
CHEMBL322391[NTerm_1463]-W[Res_2433]D{d}[Res_733]-[NH2] name=CHEMBL322391
CHEMBL90879[acetyl]-YVAD-[CTerm_947] name=CHEMBL90879
CHEMBL1214625H-R[Res_1724]R-[CTerm_1086] name=CHEMBL1214625
CHEMBL334030H-TLDSQVMSL-OH name=CHEMBL334030
CHEMBL2206323H-[Res_1499][Res_2019]FF-OH name=CHEMBL2206323
CHEMBL2371969[acetyl]-[Nle]D(cyclo1)V[Res_272]{d}[Res_78]WK(cyclo1)-[NH2] name=CHEMBL2371969
CHEMBL392253H-[Res_163]LIGRLI-[NH2] name=CHEMBL392253
CHEMBL2153090[acetyl]-KQMYLELGYATIKWL-[NH2] name=CHEMBL2153090
CHEMBL364800[NTerm_567]-V[Res_77]{d}[Res_2639]-[CTerm_708] name=CHEMBL364800
CHEMBL266538[acetyl]-RFMWMRRARPK-[NH2] name=CHEMBL266538
CHEMBL438981H-DPKVKQWPL-OH name=CHEMBL438981
CHEMBL332992[acetyl]-{d}[Res_2992][Res_1053]N-[CTerm_827] name=CHEMBL332992
CHEMBL56697[acetyl]-[Phe(4-PO3H2)]EEIE-OH name=CHEMBL56697
CHEMBL76414[acetyl]-TI[Nle][Nle][Orn]R-[NH2] name=CHEMBL76414
CHEMBL609419[NTerm_747]-Y{d}RG-[CTerm_987] name=CHEMBL609419
CHEMBL1409520H-EHIPA-OH name=CHEMBL1409520
CHEMBL2370513(cyclo)-PGVG[Res_1121]G{d}W-(cyclo) name=CHEMBL2370513

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.