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)
CHEMBL2373002H-RR{d}[Res_2506]{d}C(1){d}Y{d}[Res_2510]{d}KK{d}PYR{d}[Res_2510]{d}C(1)R-OH name=CHEMBL2373002
CHEMBL2371280H-C(1)YIQNC(1)PLG-[CTerm_450] name=CHEMBL2371280
CHEMBL1916196H-EEQWAREIGAQLRRMADDLNAQYERR-OH name=CHEMBL1916196
CHEMBL2170781H-K{d}[Res_625]F{d}WLL-[NH2] name=CHEMBL2170781
CHEMBL2401761H-[Res_1700]V[Res_1743]-[CTerm_866] name=CHEMBL2401761
CHEMBL267034H-S{d}[Res_2054]RNGVGTGMKKTSFQRAKS-OH name=CHEMBL267034
CHEMBL1791292[acetyl]-D[Res_955]IR-[NH2] name=CHEMBL1791292
CHEMBL1790784[NTerm_855]-T[Asp(pyrrol-1-yl)]DL-OH name=CHEMBL1790784
CHEMBL439135H-Y{d}C(1){d}KE(cyclo1)FW[Res_837]TFK(cyclo1)SC(1)-OH name=CHEMBL439135
CHEMBL1975632[NTerm_700]-YKYK-[CTerm_137] name=CHEMBL1975632
CHEMBL1255856H-ALWKTLLKKVLKAAA-[NH2] name=CHEMBL1255856
CHEMBL409975H-TAYFALKLAGRW-OH name=CHEMBL409975
CHEMBL436687H-[Res_3012](1)[Res_1219]I{d}NNC(1)P{d}RG-[NH2] name=CHEMBL436687
CHEMBL2370707(cyclo)-[Res_1774][Abu][MeGly][MeLeu]V{d}[MeLeu]{d}FS{d}[MeLeu][MeLeu]{d}[MeVal]-(cyclo) name=CHEMBL2370707
CHEMBL1947076[acetyl]-LDKIEEEQNKSKKKAG[Res_2832]-[NH2] name=CHEMBL1947076
CHEMBL162916H-[Res_594]{d}W{d}[Res_23]-[CTerm_258] name=CHEMBL162916
CHEMBL2087397[acetyl]-{d}C(1)M[Res_510]RLRGC(1)-[NH2] name=CHEMBL2087397
CHEMBL1199905[NTerm_1265]-{d}K{d}R[Res_2867]-[CTerm_663] name=CHEMBL1199905
CHEMBL1240713H-GNNRPVYIPQPRPPHPRI-OH name=CHEMBL1240713
CHEMBL398116[NTerm_801]-[Orn][Orn]WW-[NH2] name=CHEMBL398116

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.