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)
CHEMBL374120[acetyl]-F[Orn]P{d}[Res_2201]{d}W{d}[Nle]-[NH2] name=CHEMBL374120
CHEMBL338981(cyclo)-[Res_733]P{d}FI[Res_78]P-(cyclo) name=CHEMBL338981
CHEMBL1770940H-[Res_224]ARPAK-OH name=CHEMBL1770940
CHEMBL309948[acetyl]-TKWF-[NH2] name=CHEMBL309948
CHEMBL439058H-{d}R{d}P{d}KPQ{d}Q{d}F{d}FGLM-[NH2] name=CHEMBL439058
CHEMBL441371H-{d}PH{d}PFHLLVY-OH name=CHEMBL441371
CHEMBL440621[NTerm_766]-LQLQPFPQPELPYPQPELPY-OH name=CHEMBL440621
CHEMBL2207842[acetyl]-PL[Res_67]S[PhThr]-[NH2] name=CHEMBL2207842
CHEMBL3037881[acetyl]-ANKASYQSSL-[CTerm_842] name=CHEMBL3037881
CHEMBL606716(cyclo)-[Res_621]SG[Res_2310][Res_1088][Res_1670]-(cyclo) name=CHEMBL606716
CHEMBL1075657H-[Res_382]PGF-[CTerm_80] name=CHEMBL1075657
CHEMBL331602H-RC(1)DPC(1)-[NH2] name=CHEMBL331602
CHEMBL271619H-Y{d}AGFPLW-[CTerm_1086] name=CHEMBL271619
CHEMBL1761464H-{d}[Res_403][Res_245][Res_1354]-[CTerm_852] name=CHEMBL1761464
CHEMBL2009840H-[Res_655]A[Res_693]-[NH2] name=CHEMBL2009840
CHEMBL411350H-R{d}W{d}FI{d}FHKRD-[NH2] name=CHEMBL411350
CHEMBL134961[NTerm_136]-[Res_1354][Asp(pyrrol-1-yl)]D-[CTerm_157] name=CHEMBL134961
CHEMBL2448522H-C(1)G{d}YKLC(1)-OH name=CHEMBL2448522
CHEMBL1215182[acetyl]-K[MeLeu]V{d}[Res_733]F[Res_1700]-[NH2] name=CHEMBL1215182
CHEMBL429729[NTerm_522]-RYYSALRHYINLITRQRY-[NH2] name=CHEMBL429729

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.