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)
CHEMBL574861[NTerm_820]-SSK[Hse]L-[Unknown_terminal_1] name=CHEMBL574861 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAb+hGQDv/ygAP1cbAO//KAEAARhSAgABGg==
CHEMBL2369599(cyclo)-PF{d}WATF-(cyclo) name=CHEMBL2369599
CHEMBL425447(cyclo)-P{d}F[Nle]{d}RV{d}YI{d}H-(cyclo) name=CHEMBL425447
CHEMBL1275874(cyclo)-RHFRWWR-(cyclo) name=CHEMBL1275874
CHEMBL74965H-{d}YL{d}V-[CTerm_597] name=CHEMBL74965
CHEMBL1631236[acetyl]-EWKRWVQRWKDWLRNLV-[NH2] name=CHEMBL1631236
CHEMBL428160H-VDIHVWDGV-OH name=CHEMBL428160
CHEMBL408330H-Y{d}[Nle]GW[N(Me)Nle]DF-[NH2] name=CHEMBL408330
CHEMBL351701[NTerm_700]-LEE{d}L-[CTerm_810] name=CHEMBL351701
CHEMBL2369676[acetyl]-FTLDADQ-OH name=CHEMBL2369676
CHEMBL358276(cyclo)-{d}[Res_2972][Res_2396][Res_7]F-(cyclo) name=CHEMBL358276
CHEMBL439275[biotin]-KKKLRRQEAFDAL[Res_1837]-OH name=CHEMBL439275
CHEMBL505406[NTerm_410]-AWV[Tyr(3-NO2)]-[NH2] name=CHEMBL505406
CHEMBL1222091[NTerm_1270]-SQGTFTSDYSKYLDERRAKDFIQWLMNTT-[NH2] name=CHEMBL1222091
CHEMBL526352H-FGGFTGARKSARKAANQ-OH name=CHEMBL526352
CHEMBL301671[NTerm_1345]-VPV-[CTerm_1265] name=CHEMBL301671
CHEMBL430065H-FLLSLGIHL-OH name=CHEMBL430065
CHEMBL359086H-[MeGly]RVYIHP[Res_226]-OH name=CHEMBL359086
CHEMBL2181304H-NLPLRF-[NH2] name=CHEMBL2181304
CHEMBL340288[NTerm_469]-V[Res_483]V-[CTerm_707] name=CHEMBL340288

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.