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)
CHEMBL346925[acetyl]-HFR[Res_625]-[NH2] name=CHEMBL346925
CHEMBL80648H-{d}[Res_1383][Res_3018](1)GF[Res_3018](1)-OH name=CHEMBL80648
CHEMBL411340[NTerm_800]-PEPTA[Res_2161][Res_1443]EE-[NH2] name=CHEMBL411340
CHEMBL490466[NTerm_618]-LFL-[CTerm_855] name=CHEMBL490466
CHEMBL1784782[acetyl]-{d}F{d}T{d}A{d}[PhSer]-[NH2] name=CHEMBL1784782
CHEMBL2370145[acetyl]-GF{d}[Res_1297]{d}[Res_2080]GK{d}[Res_1297]{d}[Res_2080]GF{d}[Res_1297]{d}[Res_2080]GK{d}[Res_1297]KKKKK-[NH2] name=CHEMBL2370145
CHEMBL229606H-[Res_2713]KW-[CTerm_1213] name=CHEMBL229606
CHEMBL447641[acetyl]-[PhTyr]Q[Res_287]L-[NH2] name=CHEMBL447641
CHEMBL405064H-{d}R{d}PK{d}PQQF{d}FG{d}LM-[NH2] name=CHEMBL405064
CHEMBL270816H-II[Res_594]LM-[NH2] name=CHEMBL270816
CHEMBL378865[NTerm_1603]-TVTFKF-OH name=CHEMBL378865
CHEMBL413892H-YP[Res_502]F-[NH2] name=CHEMBL413892
CHEMBL2372685[NTerm_808]-KIFY-OH name=CHEMBL2372685
CHEMBL1773724H-IS[Abu]VNLDAEFRH-[NH2] name=CHEMBL1773724
CHEMBL502226[acetyl]-{d}[Res_733]{d}[Res_733]{d}[Res_733]{d}[Res_733]{d}[Res_733]{d}[Res_733]{d}[Res_733]-[NH2] name=CHEMBL502226
CHEMBL535859H-{d}VFK-[CTerm_511] name=CHEMBL535859
CHEMBL1075742[NTerm_801]-TFQ-[CTerm_505] name=CHEMBL1075742
CHEMBL2029613(cyclo)-[Res_1340]G{d}Y[Res_1432]R-(cyclo) name=CHEMBL2029613
CHEMBL62634[NTerm_820]-F{d}W{d}W-OH name=CHEMBL62634
CHEMBL2418108(cyclo)-LKKARWKKAK{d}PPTW-(cyclo) name=CHEMBL2418108

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.