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)
CHEMBL71791[NTerm_700]-{d}WLD-[CTerm_444] name=CHEMBL71791
CHEMBL413398H-WKIDDIDKTDYISV-OH name=CHEMBL413398
CHEMBL2372340[NTerm_900]-ALC(1)DNPRIDRWYC(1)QFVEG-[NH2] name=CHEMBL2372340
CHEMBL2021453H-AAF-[CTerm_527] name=CHEMBL2021453
CHEMBL2373064[acetyl]-LYR-[Unknown_terminal_1] name=CHEMBL2373064 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAV/9CQCr/PMA37ILAKv88wEAARhSAgABGg==
CHEMBL2369783[NTerm_1100]-SY{d}LLRP-[CTerm_258] name=CHEMBL2369783
CHEMBL2370142[NTerm_819]-AAPV-[CTerm_361] name=CHEMBL2370142
CHEMBL269493[acetyl]-MWDFDDLNFTGMPPADEDYSA-[NH2] name=CHEMBL269493
CHEMBL3104241H-GC(1)C(2)SDPRC(1)RYRC(2)R-[NH2] name=CHEMBL3104241
CHEMBL198548[acetyl]-[PhTyr]VPQT-[NH2] name=CHEMBL198548
CHEMBL438411H-YPAKPEAPGEDASPEELSRYYASLRHYLNLLTRPRY-OH name=CHEMBL438411
CHEMBL2371290H-[Res_1820]H{d}[Res_78]-[CTerm_810] name=CHEMBL2371290
CHEMBL1773441H-ISEVNYDAEFRH-[NH2] name=CHEMBL1773441
CHEMBL305968[NTerm_1476]-{d}LLG-[NH2] name=CHEMBL305968
CHEMBL2372346H-DA[Res_1027]-[CTerm_810] name=CHEMBL2372346
CHEMBL2372668[NTerm_808]-KAI[Abu]-OH name=CHEMBL2372668
CHEMBL353715H-CV[Res_1340]M-OH name=CHEMBL353715
CHEMBL1688619[NTerm_1464]-ETAV-OH name=CHEMBL1688619
CHEMBL77468[NTerm_1278]-L{d}[Res_1029][Res_140]-OH name=CHEMBL77468
CHEMBL1824969H-IGQADWFGV-OH name=CHEMBL1824969

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.