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)
CHEMBL411736H-GCCSLPPCALSNPDYC-[NH2] name=CHEMBL411736
CHEMBL163334H-YPF[Res_1524]-[NH2] name=CHEMBL163334
CHEMBL264910H-RALHEAKEALK-OH name=CHEMBL264910
CHEMBL412949H-[MeGly][Nle]V{d}[Res_44]IHPF-OH name=CHEMBL412949
CHEMBL430910H-[Res_862]PYIL-OH name=CHEMBL430910
CHEMBL415664H-RRRWWWR-OH name=CHEMBL415664
CHEMBL265222[NTerm_441]-[MeLeu][Res_1196][MeVal]{d}[Res_1508]-[CTerm_455] name=CHEMBL265222
CHEMBL413660[NTerm_464]-YSY{d}WLR{d}P-[CTerm_258] name=CHEMBL413660
CHEMBL345049[NTerm_394]-[Nle]GW[Nle]{d}D{d}[Res_733]-[NH2] name=CHEMBL345049
CHEMBL278822H-[Res_1892]VVNDL-OH name=CHEMBL278822
CHEMBL2369820H-PLP-[NH2] name=CHEMBL2369820
CHEMBL2022235H-QR[Res_1788]SR-OH name=CHEMBL2022235
CHEMBL406721H-EHIYHRHM-OH name=CHEMBL406721
CHEMBL2369857[NTerm_1009]-[Res_1418]PA-[NH2] name=CHEMBL2369857
CHEMBL1091374[NTerm_386]-{d}K{d}[Res_164]L-[CTerm_663] name=CHEMBL1091374
CHEMBL2372178H-[Res_1936]RV{d}[Res_44]IHPI-OH name=CHEMBL2372178
CHEMBL1620862H-[Res_1700]LP-[CTerm_994] name=CHEMBL1620862
CHEMBL2304084[NTerm_820]-RP[Res_1743]PQQ{d}P{d}PGL{d}M-[CTerm_810] name=CHEMBL2304084
CHEMBL395635[NTerm_1333]-{d}R{d}R{d}R{d}R{d}R{d}R{d}R-[NH2] name=CHEMBL395635
CHEMBL427626H-SQEPPISLDLTFHLLREVLEMTKADQLAQQAHSNRKLADIA-[NH2] name=CHEMBL427626

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.