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)
CHEMBL384661[acetyl]-[Res_1036]V[Res_1554][Res_1514]-OH name=CHEMBL384661
CHEMBL2370890[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]SR[Res_2766]L[Res_2151]P{d}A-[NH2] name=CHEMBL2370890
CHEMBL130610H-YGGFMR-[NH2] name=CHEMBL130610
CHEMBL128499[NTerm_1099]-VPV-[CTerm_586] name=CHEMBL128499
CHEMBL106831(cyclo)-YRGQ-(cyclo) name=CHEMBL106831
CHEMBL1081923H-[Res_382]FGS-[CTerm_22] name=CHEMBL1081923
CHEMBL413867(cyclo)-[MeBmt][Abu][MeGly]{d}[MeLeu][D-aMexiThr][MeLeu]A{d}A{d}[MeLeu][MeLeu][MeVal]-(cyclo) name=CHEMBL413867
CHEMBL86687[NTerm_125]-{d}S{d}K{d}[Res_2201]-OH name=CHEMBL86687
CHEMBL2371510H-[Res_3026](1)S{d}HRGD{d}[Res_2141]RC(1)R-OH name=CHEMBL2371510
CHEMBL2004617[acetyl]-[Res_1454][Res_692][Res_692]-[CTerm_240] name=CHEMBL2004617
CHEMBL1782265[acetyl]-DEVD-[CTerm_423] name=CHEMBL1782265
CHEMBL217491H-[Res_1432]PPGFSPFR-OH name=CHEMBL217491
CHEMBL383566(cyclo)-[N(Me)Phe(4-Br)]LLVL-(cyclo) name=CHEMBL383566
CHEMBL406073H-RP{d}K{d}PQ{d}QFFGLM-[NH2] name=CHEMBL406073
CHEMBL262025H-[MeGly]RVYVH{d}P[Res_272]-OH name=CHEMBL262025
CHEMBL2347361H-DMHDYF{d}[Res_733]GLM-[NH2] name=CHEMBL2347361
CHEMBL33629[NTerm_1006]-[Res_2201]RF-[NH2] name=CHEMBL33629
CHEMBL406047[NTerm_836]-[Res_1354][Res_1966][Res_1514]-OH name=CHEMBL406047
CHEMBL2347508H-DVPKSDQF{d}[Res_733]GLM-[NH2] name=CHEMBL2347508
CHEMBL398704[acetyl]-IC(1)LVNDWGHHRC(1)T-[NH2] name=CHEMBL398704

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.