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)
CHEMBL354319[acetyl]-[Res_3018](1){d}RG{d}D{d}C(1)-[NH2] name=CHEMBL354319
CHEMBL2414287H-FF{d}WR-[NH2] name=CHEMBL2414287
CHEMBL267985H-ARYYSALRHY-[NH2] name=CHEMBL267985
CHEMBL555696H-GQIAYSLLYSIGNGS-OH name=CHEMBL555696
CHEMBL2371354[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}WSY{d}[Res_1510]LRP-[CTerm_488] name=CHEMBL2371354
CHEMBL217175[NTerm_464]-[Res_625]S{d}[Res_44]{d}WLR{d}P-[CTerm_258] name=CHEMBL217175
CHEMBL406591H-GLQGRLQRLLQASGNHAAGALTM-OH name=CHEMBL406591
CHEMBL1198842H-[Res_1760]AG-[CTerm_862] name=CHEMBL1198842
CHEMBL431851[NTerm_1688]-[MeVal]V[Asp(pyrrol-1-yl)]DL-OH name=CHEMBL431851
CHEMBL480989[NTerm_960]-[Res_2808]AD-[CTerm_1090] name=CHEMBL480989
CHEMBL1253446H-QEQNRIYNELQNKIKQIKNV-OH name=CHEMBL1253446
CHEMBL1213236H-CFQWQRNMRKVA-OH name=CHEMBL1213236
CHEMBL94989[NTerm_700]-W[Res_1522]DF-[NH2] name=CHEMBL94989
CHEMBL2370822H-{d}A{d}[Res_1444]L-[CTerm_1213] name=CHEMBL2370822
CHEMBL325560H-YGGFL-[CTerm_1155] name=CHEMBL325560
CHEMBL415403H-RP{d}KPQ{d}QF{d}FG{d}LM-[NH2] name=CHEMBL415403
CHEMBL437081H-[Res_1340]{d}C(1){d}HW{d}KVC(1)[Res_1340]-[NH2] name=CHEMBL437081
CHEMBL315821[NTerm_820]-FFH-[NH2] name=CHEMBL315821
CHEMBL1075870[NTerm_1338]-HFY-[CTerm_671] name=CHEMBL1075870
CHEMBL2382021(cyclo)-AKAKAKAK-(cyclo) name=CHEMBL2382021

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.