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)
CHEMBL1795367[NTerm_68]-[Res_2713]{d}[Res_1979][Res_2187]-[CTerm_906] name=CHEMBL1795367
CHEMBL1770940H-[Res_224]ARPAK-OH name=CHEMBL1770940
CHEMBL1320067H-[Res_1700]VS-[CTerm_980] name=CHEMBL1320067
CHEMBL287423[NTerm_1362]-F[Res_2867][Res_2201]-[CTerm_170] name=CHEMBL287423
CHEMBL1415934H-[PyGlu]DPFLRF-[NH2] name=CHEMBL1415934
CHEMBL82179[acetyl]-LATSL-[NH2] name=CHEMBL82179
CHEMBL2304094[NTerm_820]-RP[Res_1743]PQQFF{d}VVM-[CTerm_810] name=CHEMBL2304094
CHEMBL509144[acetyl]-SGRG[Res_1250]QGGKARAKAKTRSSRA-OH name=CHEMBL509144
CHEMBL1170630[NTerm_862]-RPY[Res_1354]L-OH name=CHEMBL1170630
CHEMBL2311690[NTerm_820]-[Thr(tBu)][Abu][Res_2861]-[Unknown_terminal_1] name=CHEMBL2311690 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAX9pWgC8/KgA/x5cALz8qAEAARhSAgABGg==
CHEMBL1817758H-C(1)[Res_2055]INNC(1)P[Res_76]G-[NH2] name=CHEMBL1817758
CHEMBL418332H-[Res_1293]{d}H{d}P-[NH2] name=CHEMBL418332
CHEMBL322912[NTerm_19]-{d}[Res_1340]{d}[Res_1340][Res_1090]-[NH2] name=CHEMBL322912
CHEMBL1222091[NTerm_1270]-SQGTFTSDYSKYLDERRAKDFIQWLMNTT-[NH2] name=CHEMBL1222091
CHEMBL228839[NTerm_207]-{d}[Res_733]A[Res_1700][N(Me)Tyr(Me)]-[NH2] name=CHEMBL228839
CHEMBL2372038H-PWT-OH name=CHEMBL2372038
CHEMBL348612[acetyl]-[PhTyr]LR{d}C-[CTerm_500] name=CHEMBL348612
CHEMBL15789[acetyl]-DEVVP-[CTerm_58] name=CHEMBL15789
CHEMBL1075881[NTerm_242]-HHH-[CTerm_815] name=CHEMBL1075881
CHEMBL164052[NTerm_820]-FGG-[NH2] name=CHEMBL164052

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.