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)
CHEMBL288005H-CV[Res_1919]-[CTerm_810] name=CHEMBL288005
CHEMBL2370990H-Y{d}[Res_895]FF{d}[Res_2994]-OH name=CHEMBL2370990
CHEMBL525958H-{d}K{d}KG{d}AC{d}E{d}L{d}LG{d}W{d}E{d}W{d}A{d}W{d}LC{d}A{d}A-OH name=CHEMBL525958
CHEMBL2371449H-RVWIHPI-OH name=CHEMBL2371449
CHEMBL192915[acetyl]-GVITRIR-[CTerm_258] name=CHEMBL192915
CHEMBL1923379H-KSPGEYVNIEF-OH name=CHEMBL1923379
CHEMBL317625[NTerm_637]-GGFTGARK-[NH2] name=CHEMBL317625
CHEMBL427982H-TTWEAWDRAIAEYAARIEALIRALQELQEKNQAILREL-OH name=CHEMBL427982
CHEMBL403548[NTerm_800]-PEPTA[Res_2161][Res_1689]EE-[NH2] name=CHEMBL403548
CHEMBL208479H-Y{d}[Nle]GW[Nle]DF-[NH2] name=CHEMBL208479
CHEMBL1808907[NTerm_1463]-R{d}[Res_403]R-[CTerm_806] name=CHEMBL1808907
CHEMBL2180715[acetyl]-IIT-[CTerm_504] name=CHEMBL2180715
CHEMBL509636H-TPR{d}KRRRKKRG-OH name=CHEMBL509636
CHEMBL2370377[NTerm_345]-[Res_2232]FVNR{d}PR-[NH2] name=CHEMBL2370377
CHEMBL267586H-HPFHLVIH-OH name=CHEMBL267586
CHEMBL262519[acetyl]-{d}C(1)[Res_1645]G{d}D[Res_3018](1)-[NH2] name=CHEMBL262519
CHEMBL1630534H-G{d}L{d}P{d}C(1){d}N{d}QI{d}Y{d}C(1)-OH name=CHEMBL1630534
CHEMBL1256314H-HSDGTFC(1)SC(1)YSRLQDSARLQRLLQGLV-[NH2] name=CHEMBL1256314
CHEMBL1688615[NTerm_373]-ETAV-OH name=CHEMBL1688615
CHEMBL1616935H-[Res_1700]VA-[CTerm_994] name=CHEMBL1616935

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.