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)
CHEMBL510939H-{d}[Res_2051]YPWF-[NH2] name=CHEMBL510939
CHEMBL1770948H-[Res_1882]NRPAK-OH name=CHEMBL1770948
CHEMBL1766940H-KKPYI[Res_1075]-OH name=CHEMBL1766940
CHEMBL427604[NTerm_173]-K{d}PWIL-OH name=CHEMBL427604
CHEMBL264892H-CYI[Res_2572]NC{d}PLG-[NH2] name=CHEMBL264892
CHEMBL437349[acetyl]-[Res_1795]AA[Res_2201]{d}[Res_98]{d}[Res_895][Res_1340]Q-[NH2] name=CHEMBL437349
CHEMBL1623587H-{d}AVP-[CTerm_390] name=CHEMBL1623587
CHEMBL509144[acetyl]-SGRG[Res_1250]QGGKARAKAKTRSSRA-OH name=CHEMBL509144
CHEMBL2415005H-[Res_1700][Res_1354][Res_576]-[CTerm_641] name=CHEMBL2415005
CHEMBL49343[NTerm_611]-PYIL-OH name=CHEMBL49343
CHEMBL267644[acetyl]-IEAQQHLLQLTVWGIKQLQARILAVE-OH name=CHEMBL267644
CHEMBL267794[acetyl]-[Nle]EH{d}FRW-[NH2] name=CHEMBL267794
CHEMBL2372894[NTerm_1693]-EGPEG-OH name=CHEMBL2372894
CHEMBL337683H-[Res_2271][Res_1354][Asn(Me2)]A-[CTerm_707] name=CHEMBL337683
CHEMBL484788[NTerm_1411]-LFL-[CTerm_855] name=CHEMBL484788
CHEMBL510687[acetyl]-H{d}[Res_870]RW-[NH2] name=CHEMBL510687
CHEMBL1773556H-ISE[Nva]NLDAEFRH-[NH2] name=CHEMBL1773556
CHEMBL510860H-GQVGRQLAIIGDD[Res_1593]NR-OH name=CHEMBL510860
CHEMBL295076H-YAFDVV-[NH2] name=CHEMBL295076
CHEMBL552880H-R{d}P{d}K{d}P{d}Q{d}QFFG{d}LM-[NH2] name=CHEMBL552880

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.