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)
CHEMBL384471(cyclo)-[Res_1479]SG[Res_2310][Res_2953][Res_1723]-(cyclo) name=CHEMBL384471
CHEMBL263791H-SLHVGTQCA-OH name=CHEMBL263791
CHEMBL1088739H-KPA{d}R-OH name=CHEMBL1088739
CHEMBL410480H-MTLIGAAHNGSAQLLRQLRGQLAPPGSR-[NH2] name=CHEMBL410480
CHEMBL473032[NTerm_577]-[Res_2808]AD-[CTerm_1090] name=CHEMBL473032
CHEMBL605205H-LRDWYNNTQQLQKKFYEIIYDIEQNNVQGKQGLQQ-OH name=CHEMBL605205
CHEMBL1206331[acetyl]-{d}[Res_2734][Nle]GW[Nle]DF-[NH2] name=CHEMBL1206331
CHEMBL2219867H-Y[Res_1004]{d}FF-OH name=CHEMBL2219867
CHEMBL440255(cyclo)-[Res_1479]SG[Res_2310][Res_2282][Res_2072]-(cyclo) name=CHEMBL440255
CHEMBL1076384H-[PyGlu]GVC(1)C(2)GYKLC(2)H{d}KC(1)-OH name=CHEMBL1076384
CHEMBL127803H-[Res_1180]V[MeVal]{d}P{d}P-[CTerm_524] name=CHEMBL127803
CHEMBL427143H-[Res_192][Res_1354][MeVal]{d}P-[CTerm_373] name=CHEMBL427143
CHEMBL1790922[acetyl]-FTLDDF-OH name=CHEMBL1790922
CHEMBL1980589[NTerm_700]-WWW-[CTerm_810] name=CHEMBL1980589
CHEMBL1793934[acetyl]-[Res_1724]L[Res_2987]IIW-OH name=CHEMBL1793934
CHEMBL1089656[acetyl]-RPR[Nva]{d}[Res_44]{d}[Res_403][Res_1667]-[NH2] name=CHEMBL1089656
CHEMBL427653H-NLWAAQRYGRELRRMSDEFEGAFKGL-OH name=CHEMBL427653
CHEMBL265917H-NLWAAKKLSECLKRIGDELDSSFKGL-OH name=CHEMBL265917
CHEMBL2013107[biotin]-RRRRRRRRER[Res_1552]-OH name=CHEMBL2013107
CHEMBL1221520H-YKT-OH name=CHEMBL1221520

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.