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)
CHEMBL271857[NTerm_262]-RRINR[Res_154]-[NH2] name=CHEMBL271857
CHEMBL2364556H-[MeGly]RVYI{d}HP{d}F-OH name=CHEMBL2364556
CHEMBL2112241(cyclo)-PF{d}W{d}[Res_2141]TF-(cyclo) name=CHEMBL2112241
CHEMBL163334H-YPF[Res_1524]-[NH2] name=CHEMBL163334
CHEMBL1668848[NTerm_700]-GGFP-OH name=CHEMBL1668848
CHEMBL132373H-[Res_2157]{d}[Res_3018]GF{d}[Res_3018]-OH name=CHEMBL132373
CHEMBL409456H-MTLIGAAHNGSAQLLRQLRGQLGPPGSA-[NH2] name=CHEMBL409456
CHEMBL173883[NTerm_1135]-G[Res_1391][Res_1391]-[NH2] name=CHEMBL173883
CHEMBL2371823[acetyl]-[Nle]G[Res_1895][Res_2558]RWG-[NH2] name=CHEMBL2371823
CHEMBL2370169H-[PyGlu][Res_471]P-[NH2] name=CHEMBL2370169
CHEMBL477284[NTerm_690]-GGG-OH name=CHEMBL477284
CHEMBL1689564[NTerm_735]-LIGRL-[NH2] name=CHEMBL1689564
CHEMBL494306H-ESDV-OH name=CHEMBL494306
CHEMBL501073[acetyl]-ARASHLGLAR-[CTerm_904] name=CHEMBL501073
CHEMBL56907[NTerm_1224]-VPV-[CTerm_707] name=CHEMBL56907
CHEMBL2375167H-SSC(1)FG{d}[Res_3014]RIDRIGAQCGLGC(1)NSFR-[NH2] name=CHEMBL2375167
CHEMBL410361H-{d}R{d}PK{d}P{d}QQF{d}FG{d}LM-[NH2] name=CHEMBL410361
CHEMBL1213700H-RW[Res_2600]-[CTerm_1086] name=CHEMBL1213700
CHEMBL2179710(cyclo)-{d}[Res_2510]{d}[Res_2510][Res_1340]G{d}Y-(cyclo) name=CHEMBL2179710
CHEMBL1170040H-FRPLAR-OH name=CHEMBL1170040

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.