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)
CHEMBL590240[NTerm_1071]-VFM-[CTerm_810] name=CHEMBL590240
CHEMBL2063776H-RSTDLPGLKAATHYTITIRGVKC-OH name=CHEMBL2063776
CHEMBL263559H-QATVGDVNADRPGLLDLK-OH name=CHEMBL263559
CHEMBL2369131H-DPAATAYC(1){d}R{d}F{d}FNAFC(1)YARKL-OH name=CHEMBL2369131
CHEMBL2043423H-LRMIHCEHHYVFCLPHGSA-OH name=CHEMBL2043423
CHEMBL407473H-WNSLKIDNLDV-OH name=CHEMBL407473
CHEMBL591740(cyclo)-[Res_1895][Res_1895][Res_1895][Res_1895][Res_1895][Res_1895]-(cyclo) name=CHEMBL591740
CHEMBL412751[NTerm_464]-[Res_625]S{d}[Res_44][Res_324]L[Res_2151]{d}P-[NH2] name=CHEMBL412751
CHEMBL584135[NTerm_1209]-{d}C(1){d}DG[Tyr(3-NO2)]G[Res_1418]N{d}C(1)-[NH2] name=CHEMBL584135
CHEMBL429340H-DY{d}WV{d}W{d}WR-OH name=CHEMBL429340
CHEMBL2365533H-[Res_1700][Res_1036][Res_1668]-[CTerm_604] name=CHEMBL2365533
CHEMBL500734[acetyl]-RKPW[Res_1354]L-OH name=CHEMBL500734
CHEMBL2372744[NTerm_808]-KID[Abu]-OH name=CHEMBL2372744
CHEMBL1241032[acetyl]-FLNCCEWTWDDATKTWTWTCCMEP-[NH2] name=CHEMBL1241032
CHEMBL13303H-Y{d}RG-[CTerm_894] name=CHEMBL13303
CHEMBL1256093[NTerm_1463]-RWF-[CTerm_415] name=CHEMBL1256093
CHEMBL3121173[acetyl]-[Res_1036]V[Res_1819][Res_1514]-OH name=CHEMBL3121173
CHEMBL415606[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_2785][Res_143]L[Res_2151]P{d}A-[NH2] name=CHEMBL415606
CHEMBL511313[NTerm_947]-LFL-[CTerm_855] name=CHEMBL511313
CHEMBL3115769[acetyl]-{d}[Nle]LLLRVKR-[NH2] name=CHEMBL3115769

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.