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.



ChEMBL ID contains
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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL1796780H-GIF[Res_1536]EQ-OH name=CHEMBL1796780
CHEMBL234173H-AIAVSREEK-OH name=CHEMBL234173
CHEMBL441563H-[MeGly]{d}RVYIH{d}PW-OH name=CHEMBL441563
CHEMBL278399H-VFFGLM-[NH2] name=CHEMBL278399
CHEMBL2371830H-[PyGlu][Res_1402]P-[NH2] name=CHEMBL2371830
CHEMBL270834[NTerm_1067]-{d}RGR-[CTerm_586] name=CHEMBL270834
CHEMBL18464[NTerm_473]-EEL-[CTerm_810] name=CHEMBL18464
CHEMBL81801[NTerm_700]-FL[Res_2719]-[CTerm_766] name=CHEMBL81801
CHEMBL407183[NTerm_700]-W{d}[Res_1340]{d}D[Res_1788]-[NH2] name=CHEMBL407183
CHEMBL263597H-YGGFLRRIRPKL[Res_2177]-[NH2] name=CHEMBL263597
CHEMBL160428[NTerm_1228]-PF[Res_1470]-[CTerm_299] name=CHEMBL160428
CHEMBL309003[NTerm_481]-L[Res_826][Res_140]-OH name=CHEMBL309003
CHEMBL327674[NTerm_1419]-VFM-OH name=CHEMBL327674
CHEMBL407634H-{d}F{d}C(1)H[Res_1340]R{d}WC(1)T-[NH2] name=CHEMBL407634
CHEMBL1791144H-D{d}RVYIH{d}PF-OH name=CHEMBL1791144
CHEMBL95120[NTerm_820]-LF[Res_246]-[Unknown_terminal_1] name=CHEMBL95120 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAX8JFQC4/w8A/74WALj/DwEAARhSAgABGg==
CHEMBL361964H-K{d}KN-OH name=CHEMBL361964
CHEMBL448242H-SF{d}[Res_2542]NGVGTGMKKTSFQRAKS-OH name=CHEMBL448242
CHEMBL445632[acetyl]-FLLR-[NH2] name=CHEMBL445632
CHEMBL103214(cyclo)-{d}[MeVal]RG{d}D{d}F-(cyclo) name=CHEMBL103214

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.