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)
CHEMBL20956H-Y{d}AFHLMD-[NH2] name=CHEMBL20956
CHEMBL73787[acetyl]-DDIV[Res_1152][Nva]-OH name=CHEMBL73787
CHEMBL248621H-K[hLys]K[hLys]K[hLys]K[hLys]K-[Unknown_terminal_1] name=CHEMBL248621 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAZ+AIwAc/8kAHzYlABz/yQEAARhSAgABGg==
CHEMBL334030H-TLDSQVMSL-OH name=CHEMBL334030
CHEMBL521448[NTerm_691]-[Res_364][Res_2201]L-[CTerm_855] name=CHEMBL521448
CHEMBL2424824(cyclo)-[MeLeu][MeLeu][MeVal][Res_1842][Abu][MeGly][MeLeu]V[MeLeu]A{d}A-(cyclo) name=CHEMBL2424824
CHEMBL398705H-DC(1)VVQDWGHHKC(1)T-[NH2] name=CHEMBL398705
CHEMBL2371950H-[Res_977]{d}M{d}M[Res_977]-OH name=CHEMBL2371950
CHEMBL508398H-QRF[Res_1286]TGHFGGLYPENGP-OH name=CHEMBL508398
CHEMBL130190[NTerm_819]-VPF-[CTerm_707] name=CHEMBL130190
CHEMBL382870H-CV{d}[Res_177]M-OH name=CHEMBL382870
CHEMBL451684H-PLGSAMSR-[NH2] name=CHEMBL451684
CHEMBL120232H-NLGNLNVSI-OH name=CHEMBL120232
CHEMBL2402684[NTerm_508]-GL[Res_2861]-[CTerm_828] name=CHEMBL2402684
CHEMBL2381665[NTerm_611]-SSQ[Nle]-[CTerm_1060] name=CHEMBL2381665
CHEMBL1332005H-[Res_1700]IP-[CTerm_994] name=CHEMBL1332005
CHEMBL437223H-R{d}P{d}K{d}PQQ{d}F{d}FGLM-[NH2] name=CHEMBL437223
CHEMBL143860[acetyl]-WAVGH-[CTerm_698] name=CHEMBL143860
CHEMBL1256077H-CHLRWL-OH name=CHEMBL1256077
CHEMBL510105H-AALVRQMSVAFFFK-OH name=CHEMBL510105

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.