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)
CHEMBL2418109(cyclo)-LKARRWKKAK{d}PPTW-(cyclo) name=CHEMBL2418109
CHEMBL2373968H-SC(1)A{d}FGGRID{d}RIGA{d}QSGLGC(1)NSFR-[NH2] name=CHEMBL2373968
CHEMBL334510H-A{d}[Res_1092][Res_1856][Res_2201]R-[NH2] name=CHEMBL334510
CHEMBL263595[acetyl]-YGWWLRRARPK-[NH2] name=CHEMBL263595
CHEMBL1632426[acetyl]-PV{d}[Res_2021]DEFREKLNEELEALKQKLK-[NH2] name=CHEMBL1632426
CHEMBL1767120H-EGR-[CTerm_423] name=CHEMBL1767120
CHEMBL2370060H-RA{d}WFGP[Nle]-[NH2] name=CHEMBL2370060
CHEMBL2370408H-INLKALAALAKKIL-[NH2] name=CHEMBL2370408
CHEMBL439525H-GLQGRLQRLLQASGNHAAGIPTM-OH name=CHEMBL439525
CHEMBL270816H-II[Res_594]LM-[NH2] name=CHEMBL270816
CHEMBL1253458H-YNTSSQQKNNLHTNNNSNSR-OH name=CHEMBL1253458
CHEMBL406891H-FC(1)H{d}FR{d}W{d}[Res_3014](1)T-[NH2] name=CHEMBL406891
CHEMBL385981H-HLYQGCQVV-OH name=CHEMBL385981
CHEMBL268396H-{d}RP{d}KPQQ{d}F{d}FGLM-[NH2] name=CHEMBL268396
CHEMBL1164326H-P[Res_1418]GP[Res_1418]GP[Res_1418]GP[N(Me)Nva]GPRGP[Res_1418]GP[Res_1418]GP[Res_1418]GP[Res_1418]G-[NH2] name=CHEMBL1164326
CHEMBL415645[acetyl]-[Res_1601]QD[Res_1036]IW-OH name=CHEMBL415645
CHEMBL2028971H-{d}[Res_966]{d}[Res_895][Res_2177]-[CTerm_1213] name=CHEMBL2028971
CHEMBL1819553H-C(1)LIQNC(1)P[Res_1286]G-[NH2] name=CHEMBL1819553
CHEMBL134359H-YGAWD-OH name=CHEMBL134359
CHEMBL507169H-GQVGRQLAIIGDD[Res_272]NR-OH name=CHEMBL507169

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.