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)
CHEMBL396972H-FGGFTGARKS[Res_1794]RKLANQ-[NH2] name=CHEMBL396972
CHEMBL2087408[acetyl]-{d}C(1)MP[Res_141]LRGC(1)-[NH2] name=CHEMBL2087408
CHEMBL426172H-TAYFLAKLAGRW-OH name=CHEMBL426172
CHEMBL2430975H-SLTLEPNKLTL-[CTerm_882] name=CHEMBL2430975
CHEMBL272311[acetyl]-DE[Res_1724]E[Res_2201]-[CTerm_66] name=CHEMBL272311
CHEMBL1774113[NTerm_395]-T[Res_1138]PR-OH name=CHEMBL1774113
CHEMBL2424818(cyclo)-[MeLeu][MeLeu][MeVal][Res_1486][Abu][MeGly][MeLeu]V[MeLeu]A{d}A-(cyclo) name=CHEMBL2424818
CHEMBL2369928[NTerm_765]-LDTSL-[NH2] name=CHEMBL2369928
CHEMBL306877[NTerm_1620]-VPV-[CTerm_57] name=CHEMBL306877
CHEMBL1688635[NTerm_1300]-EAAA-OH name=CHEMBL1688635
CHEMBL413605H-C(1)VVQDWGHHRC(1)T-[NH2] name=CHEMBL413605
CHEMBL2369126H-YG{d}IFLRRIRPK-[NH2] name=CHEMBL2369126
CHEMBL500810[NTerm_887]-KR[Res_2713]-[Unknown_terminal_1] name=CHEMBL500810 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAR9KDQBQ/dcAn/8OAFD91wEAARhSAgABGg==
CHEMBL409918[acetyl]-AL{d}C(1){d}DN{d}PRID{d}RW{d}Y{d}C(1)QFVEG-[NH2] name=CHEMBL409918
CHEMBL174515[formyl]-[Res_3014]{d}[Res_2264]F-[CTerm_810] name=CHEMBL174515
CHEMBL2371435H-[Res_594]VYIHPF-OH name=CHEMBL2371435
CHEMBL1077589H-VYI[Res_996]PF-OH name=CHEMBL1077589
CHEMBL317488H-PLG-[NH2] name=CHEMBL317488
CHEMBL2088508H-[PyGlu]HW[Res_2405]HDW[Res_2009]PG-[NH2] name=CHEMBL2088508
CHEMBL437641H-FC(1)GDGFYAC(1)YMDV-OH name=CHEMBL437641

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.