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)
CHEMBL1095956[NTerm_1558]-[MeVal][MeVal]V[Res_1700]{d}[Res_733]-[NH2] name=CHEMBL1095956
CHEMBL447658H-{d}[Res_1788]{d}C(1)Y[Res_143]KTC(1)[Res_1340]-[NH2] name=CHEMBL447658
CHEMBL2311114H-Y{d}AGFL-[NH2] name=CHEMBL2311114
CHEMBL606718(cyclo)-[Res_621]SG[Res_2310][Res_1970][Res_1670]-(cyclo) name=CHEMBL606718
CHEMBL2031888H-ALSGKAFLRF-[NH2] name=CHEMBL2031888
CHEMBL391340(cyclo)-[Res_1432]GD[Res_733][MeLeu]G-(cyclo) name=CHEMBL391340
CHEMBL527049H-MAGRSGDSDEELLKTVRLIKFLYQSNPPPS-OH name=CHEMBL527049
CHEMBL452899H-RRFKKWYWY-OH name=CHEMBL452899
CHEMBL405212H-FGGFTG[Res_1700]RKSARKLANQ-[NH2] name=CHEMBL405212
CHEMBL1802378[NTerm_578]-GGFSFRF-[NH2] name=CHEMBL1802378
CHEMBL1199928[NTerm_1125]-{d}K{d}RL-[CTerm_663] name=CHEMBL1199928
CHEMBL2440175[NTerm_908]-RK[Nle]-[NH2] name=CHEMBL2440175
CHEMBL2219812H-Y[Res_1004]F{d}F-[NH2] name=CHEMBL2219812
CHEMBL583104(cyclo)-L{d}V{d}L{d}FL{d}L{d}V{d}L{d}FL-(cyclo) name=CHEMBL583104
CHEMBL509167H-SGRVVPGYGHA-[CTerm_423] name=CHEMBL509167
CHEMBL415514H-KLHLYSHPI-OH name=CHEMBL415514
CHEMBL407825[NTerm_522]-HFRW-[NH2] name=CHEMBL407825
CHEMBL1169603H-F[Res_2201]PLAR-OH name=CHEMBL1169603
CHEMBL611924H-Y{d}C(1)GFC(1)PLW-[CTerm_414] name=CHEMBL611924
CHEMBL165757H-NSFR-OH name=CHEMBL165757

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.