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)
CHEMBL428455H-TTWEAWDRAIAEYAARIEALIRAAQELQEKNEAALREL-OH name=CHEMBL428455
CHEMBL2152063H-YNWNSFGL[Res_1879]F-[NH2] name=CHEMBL2152063
CHEMBL355153H-YPW{d}[Res_2310]-[NH2] name=CHEMBL355153
CHEMBL1773721H-IS[Nva]VNLDAEFRH-[NH2] name=CHEMBL1773721
CHEMBL1253409H-YTTFKYLQTLNKSLYDSIYK-OH name=CHEMBL1253409
CHEMBL507415H-TPQRARRRKKRE-OH name=CHEMBL507415
CHEMBL1222074[NTerm_1270]-AEGTFTSDVSSYLEGQAAKEFIAWLVKGR-[NH2] name=CHEMBL1222074
CHEMBL1076063[NTerm_67]-YYY-[CTerm_716] name=CHEMBL1076063
CHEMBL406323[acetyl]-{d}[Res_1340]F{d}YSYRFR{d}PA-[NH2] name=CHEMBL406323
CHEMBL508500H-K[Res_2719]AK[Res_2719]AKK[Res_2719]AK[Res_2719]AK-OH name=CHEMBL508500
CHEMBL500226H-TPAAARRKKRG-OH name=CHEMBL500226
CHEMBL2013177[NTerm_244]-[Res_1354][Res_2804][Res_2197]-OH name=CHEMBL2013177
CHEMBL83437(cyclo)-[Res_198][Res_1296]-(cyclo) name=CHEMBL83437
CHEMBL504736[NTerm_256]-IHPF-OH name=CHEMBL504736
CHEMBL1645507H-[Res_2206]V[Res_2201]-[CTerm_870] name=CHEMBL1645507
CHEMBL434605[NTerm_700]-W[Res_1660]DF-[NH2] name=CHEMBL434605
CHEMBL330743[acetyl]-FPV-[CTerm_361] name=CHEMBL330743
CHEMBL3098660[NTerm_361]-RLN[Res_2708]-OH name=CHEMBL3098660
CHEMBL1617821H-[Res_1700]V[Res_1786]-[CTerm_980] name=CHEMBL1617821
CHEMBL437658[NTerm_399]-SEIQLMHNLGKHLNSMERVEWLRKKLQDVHNFVA-[NH2] name=CHEMBL437658

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.