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)
CHEMBL385283H-[MeGly]R[Res_3014](1)Y[Res_3024](1)HPF-OH name=CHEMBL385283
CHEMBL2401866H-KC(1){d}NTATC(1)ATQRLANFLVHSSNNFGAILSSTNVGSNTY-OH name=CHEMBL2401866
CHEMBL433420[NTerm_37]-[Res_472]K(cyclo1)LFD(cyclo1)-[NH2] name=CHEMBL433420
CHEMBL506946H-C(1)C(2){d}NC(3)SSKAC(1)RDHSRC(2)C(3)-[NH2] name=CHEMBL506946
CHEMBL316092[acetyl]-{d}FDFIW-OH name=CHEMBL316092
CHEMBL438544[NTerm_1267]-RRRRRR-OH name=CHEMBL438544
CHEMBL390328[NTerm_500]-VPG-OH name=CHEMBL390328
CHEMBL1241206(cyclo)-[Res_2201]{d}[Res_488]F{d}F{d}V-(cyclo) name=CHEMBL1241206
CHEMBL237590H-{d}QI{d}EW-OH name=CHEMBL237590
CHEMBL408287H-[PyGlu]LYENKPRRP{d}WIL-OH name=CHEMBL408287
CHEMBL301825[NTerm_1156]-VPV-[CTerm_707] name=CHEMBL301825
CHEMBL14211H-YAG-[CTerm_1086] name=CHEMBL14211
CHEMBL127615[NTerm_1405]-VPV-[CTerm_586] name=CHEMBL127615
CHEMBL2370519H-[PyGlu]HWSY{d}KLR{d}PG-[NH2] name=CHEMBL2370519
CHEMBL525769H-KSTGG[Res_1146]APRKQ-OH name=CHEMBL525769
CHEMBL447789H-FLEEL-OH name=CHEMBL447789
CHEMBL1271794H-RFK-OH name=CHEMBL1271794
CHEMBL408626H-GSNKGAIIGLM-OH name=CHEMBL408626
CHEMBL1162357H-FGGFTD(cyclo1)ARKK(cyclo1)ARK-[NH2] name=CHEMBL1162357
CHEMBL20698H-{d}M{d}F{d}L{d}E-OH name=CHEMBL20698

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.