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)
CHEMBL2326556[NTerm_341]-RLIF-[NH2] name=CHEMBL2326556
CHEMBL365044[NTerm_1673]-[Res_1788]FRW-[NH2] name=CHEMBL365044
CHEMBL92693H-YPW-[CTerm_39] name=CHEMBL92693
CHEMBL1790801H-MNYALKGQGRTLYGF-OH name=CHEMBL1790801
CHEMBL2401766H-SVA-[CTerm_980] name=CHEMBL2401766
CHEMBL1818532[formyl]-M[Res_543][Thr(tBu)]G[Res_322]AA-[CTerm_1197] name=CHEMBL1818532
CHEMBL441008H-MTLIGAAHNGSAQLLRQLRGALGPPGSR-[NH2] name=CHEMBL441008
CHEMBL584995H-Y[Res_1812]FGYPS-OH name=CHEMBL584995
CHEMBL2373238H-SS{d}C(1){d}FGGRID{d}RIGA{d}QSGLG[Cys(Me)]C(1)SFR-[NH2] name=CHEMBL2373238
CHEMBL38830H-[Res_961]VL-[CTerm_751] name=CHEMBL38830
CHEMBL1161991H-YPFK-[NH2] name=CHEMBL1161991
CHEMBL386621[NTerm_469]-[Res_2626]{d}[Res_2080]V-[CTerm_707] name=CHEMBL386621
CHEMBL266539[acetyl]-DTEDVV{d}P-[CTerm_338] name=CHEMBL266539
CHEMBL1627826[NTerm_767]-{d}YGG{d}F{d}L-OH name=CHEMBL1627826
CHEMBL341480H-YTGF[MeLeu]T-OH name=CHEMBL341480
CHEMBL1190456[NTerm_747]-Y[N(Me)Met]G[Res_1593]P-[NH2] name=CHEMBL1190456
CHEMBL385688H-ET{d}PDCFWK{d}YCV-OH name=CHEMBL385688
CHEMBL118200H-[PhTyr]IN-[NH2] name=CHEMBL118200
CHEMBL1791232H-[Res_1892]ADAIFTAAYRKVLAQLSARKALQDIMAR-[NH2] name=CHEMBL1791232
CHEMBL450488[acetyl]-[PhTyr]Q[Res_6]L-[NH2] name=CHEMBL450488

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.