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)
CHEMBL216772[NTerm_579]-EAVYFAHLDIIG-OH name=CHEMBL216772
CHEMBL406779[NTerm_700]-W[Res_716]DF-[NH2] name=CHEMBL406779
CHEMBL1084960H-VDKPPYLPRPKPPRRIYNNR-OH name=CHEMBL1084960
CHEMBL2370439[acetyl]-F{d}M[Res_594]{d}[Res_2392]{d}[Res_931]E[Res_1794]L-[NH2] name=CHEMBL2370439
CHEMBL285186[NTerm_542]-[Res_2201]RF-[NH2] name=CHEMBL285186
CHEMBL441751[acetyl]-KWKSFLKTFKSAKKTVLHTLLKAISS-[NH2] name=CHEMBL441751
CHEMBL413437[acetyl]-[Nle]D(cyclo1)H{d}[Res_2944]P{d}[Res_1219]K(cyclo1)-[NH2] name=CHEMBL413437
CHEMBL133808[NTerm_1066]-FLLR-[NH2] name=CHEMBL133808
CHEMBL1689457[acetyl]-FDVC(1)NWVTLPHC(1)KVM-[NH2] name=CHEMBL1689457
CHEMBL360751H-[D-N(Me)Phe(F5)]PR-[CTerm_828] name=CHEMBL360751
CHEMBL2401763H-[Res_1700]VS-[CTerm_866] name=CHEMBL2401763
CHEMBL3094408H-[N(Me)Abu][Res_1036][Res_2523]-[CTerm_604] name=CHEMBL3094408
CHEMBL453451H-GRC(1)T[Res_823]SIPPIC(1)FPD-OH name=CHEMBL453451
CHEMBL1165795[acetyl]-FWKY-[NH2] name=CHEMBL1165795
CHEMBL438944H-RPKPQQFFGLL-[NH2] name=CHEMBL438944
CHEMBL2369697(cyclo)-P[Res_625]{d}WYTF-(cyclo) name=CHEMBL2369697
CHEMBL379907[NTerm_298]-RL[Res_870]-[NH2] name=CHEMBL379907
CHEMBL142502H-WAVGH-[CTerm_698] name=CHEMBL142502
CHEMBL428912[acetyl]-IAAGGF[Res_2355]GEQ-[NH2] name=CHEMBL428912
CHEMBL262260H-[MeGly]RV{d}[Res_44]IHPF-OH name=CHEMBL262260

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.