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)
CHEMBL598193H-C{d}[Res_895]C-OH name=CHEMBL598193
CHEMBL113556[acetyl]-[Res_1418]LV-OH name=CHEMBL113556
CHEMBL199549[NTerm_887]-[Nle]KTR-[NH2] name=CHEMBL199549
CHEMBL1688451H-{d}LI{d}RG{d}L{d}F{d}K{d}S{d}F{d}W{d}Q{d}V{d}F-[NH2] name=CHEMBL1688451
CHEMBL591740(cyclo)-[Res_1895][Res_1895][Res_1895][Res_1895][Res_1895][Res_1895]-(cyclo) name=CHEMBL591740
CHEMBL1766204H-{d}[Res_966]{d}AGF[Nle]PLW-[CTerm_414] name=CHEMBL1766204
CHEMBL189992[NTerm_887]-VLF-[CTerm_95] name=CHEMBL189992
CHEMBL2362008H-YAG{d}[Res_733]-[CTerm_1052] name=CHEMBL2362008
CHEMBL1979126[NTerm_700]-[Res_1454][Res_692][Res_692]-[CTerm_373] name=CHEMBL1979126
CHEMBL2408144H-RWWRWWRRWW-[NH2] name=CHEMBL2408144
CHEMBL438234[NTerm_818]-GGGFTGARKSARK-[NH2] name=CHEMBL438234
CHEMBL544567[NTerm_1314]-VFM-OH name=CHEMBL544567
CHEMBL3115931[NTerm_621]-{d}V{d}[Res_1286]G{d}S{d}WS[Res_1286]{d}[Res_1286]FEVIA-OH name=CHEMBL3115931
CHEMBL343122(cyclo)-RGD{d}RG{d}D-(cyclo) name=CHEMBL343122
CHEMBL409990[acetyl]-[Res_1340][Res_1788][Res_1343]S[Res_1941][Res_1941]L[Res_873]{d}PA-[NH2] name=CHEMBL409990
CHEMBL2371126[NTerm_820]-GG{d}[Res_1607]-[CTerm_373] name=CHEMBL2371126
CHEMBL2158956H-[Res_271]YPWFGLM-[NH2] name=CHEMBL2158956
CHEMBL1802419H-EELNGYSRKKGGFSFRF-[NH2] name=CHEMBL1802419
CHEMBL502442[NTerm_700]-GGGG-[CTerm_1262] name=CHEMBL502442
CHEMBL2440341[NTerm_430]-RK[Nle]-[NH2] name=CHEMBL2440341

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.