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)
CHEMBL385283H-[MeGly]R[Res_3014](1)Y[Res_3024](1)HPF-OH name=CHEMBL385283
CHEMBL3132977H-ACYFNCL[Res_1788]EGNDEETCKEWC-OH name=CHEMBL3132977
CHEMBL506551H-RIWYWYKRW-OH name=CHEMBL506551
CHEMBL439528H-FGG{d}FTGARKSARK-[NH2] name=CHEMBL439528
CHEMBL499241H-KRFWIWFWR-OH name=CHEMBL499241
CHEMBL334689H-[PhTyr]VPML-OH name=CHEMBL334689
CHEMBL317040[NTerm_70]-FWY-OH name=CHEMBL317040
CHEMBL525594H-QRF{d}[Res_3018]TGH[Phe(2-Cl)]GGLYPC-OH name=CHEMBL525594
CHEMBL558030[NTerm_539]-SKL-[CTerm_810] name=CHEMBL558030
CHEMBL17485H-GYIEAEVI-[NH2] name=CHEMBL17485
CHEMBL369918[NTerm_887]-[Nle]KR-[CTerm_55] name=CHEMBL369918
CHEMBL102391[acetyl]-H{d}[Res_23]RW-[NH2] name=CHEMBL102391
CHEMBL63218[NTerm_1658]-VLS-OH name=CHEMBL63218
CHEMBL429932[NTerm_856]-W[Res_2433]D{d}[Res_733]-[NH2] name=CHEMBL429932
CHEMBL2370865H-[Res_1344]PR-[Unknown_terminal_1] name=CHEMBL2370865 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAQ99EAC8/8YAjzISALz/xgEAARhSAgABGg==
CHEMBL426020H-D{d}C(1)FWKYC(1)V-OH name=CHEMBL426020
CHEMBL409166H-{d}RP{d}KP{d}QQF{d}FG{d}LM-[NH2] name=CHEMBL409166
CHEMBL1221825H-RFF-OH name=CHEMBL1221825
CHEMBL1097675[NTerm_701]-[MeVal][MeVal][MeVal][Res_1700]{d}[Res_733]-OH name=CHEMBL1097675
CHEMBL411749[NTerm_1149]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_2785]{d}[Res_559]L[Res_2151]P{d}A-[NH2] name=CHEMBL411749

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.