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)
CHEMBL411809[NTerm_611]-QLTVWGIKQLQARI-OH name=CHEMBL411809
CHEMBL486368H-NNGH-OH name=CHEMBL486368
CHEMBL410347H-[PyGlu]GPPISIDLPLWLLRKMIEIEKQEKEKQQAANNRLLLDTI-OH name=CHEMBL410347
CHEMBL433799[NTerm_700]-EPF-[CTerm_544] name=CHEMBL433799
CHEMBL183278H-{d}[Res_966]Y[Res_1053]FF-[NH2] name=CHEMBL183278
CHEMBL428835[acetyl]-D[Res_638]VPML-[NH2] name=CHEMBL428835
CHEMBL437276H-GC(1)K{d}PT{d}FR{d}RL{d}KW{d}KY{d}K{d}C(1)G-OH name=CHEMBL437276
CHEMBL589308[acetyl]-G[Res_2558][Res_2558]RWG-[NH2] name=CHEMBL589308
CHEMBL194714(cyclo)-[MeVal]L{d}[Res_2983]LL-(cyclo) name=CHEMBL194714
CHEMBL439275[biotin]-KKKLRRQEAFDAL[Res_1837]-OH name=CHEMBL439275
CHEMBL422190[NTerm_700]-PFH-[CTerm_636] name=CHEMBL422190
CHEMBL179946H-YPFYPF-[NH2] name=CHEMBL179946
CHEMBL2370061[acetyl]-HLDI{d}IW-OH name=CHEMBL2370061
CHEMBL3086859H-YNHIQRHVNDMLGRVKKAWEE-OH name=CHEMBL3086859
CHEMBL1390115H-YPLG-[NH2] name=CHEMBL1390115
CHEMBL3038098H-RRP[Res_1418]G[Res_2944]S[Res_895][Res_2552]R-OH name=CHEMBL3038098
CHEMBL353715H-CV[Res_1340]M-OH name=CHEMBL353715
CHEMBL216695[acetyl]-NRVYIHP[Res_687]-OH name=CHEMBL216695
CHEMBL2371356[acetyl]-{d}[Res_1788]{d}[Res_1788]{d}WSY{d}[Res_141]LRP{d}A-[NH2] name=CHEMBL2371356
CHEMBL2316222H-[Res_1700][Res_1036][Res_1668]-[CTerm_306] name=CHEMBL2316222

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.