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)
CHEMBL414740(cyclo)-{d}PD{d}WF{d}FN{d}YY{d}WG{d}NW{d}HGTA-(cyclo) name=CHEMBL414740
CHEMBL217517H-{d}C(1){d}YF{d}VNC(1)[MeGly]RG-[NH2] name=CHEMBL217517
CHEMBL415558[NTerm_800]-PEPTA[Res_2161][Res_1278]EE-[NH2] name=CHEMBL415558
CHEMBL1940966H-[Res_899]V[Res_2201]-[CTerm_349] name=CHEMBL1940966
CHEMBL505609H-RF{d}[Res_3018]TG[Res_1985]FG[MeGly][MeLeu]YPC-OH name=CHEMBL505609
CHEMBL328403[acetyl]-ALYD-[NH2] name=CHEMBL328403
CHEMBL432322[NTerm_625]-H[Res_594]GPI-[CTerm_1086] name=CHEMBL432322
CHEMBL410769H-AA{d}C(1){d}KN{d}FF{d}WKTFTSC(1)-OH name=CHEMBL410769
CHEMBL2079547[acetyl]-[Res_2824]MGWMDF-[NH2] name=CHEMBL2079547
CHEMBL2371092[NTerm_438]-GGGF-OH name=CHEMBL2371092
CHEMBL310625[acetyl]-GFVAL-[NH2] name=CHEMBL310625
CHEMBL1159726H-[Res_1629]AAA-OH name=CHEMBL1159726
CHEMBL261961H-EHWSY[Res_2701]LR{d}PG-[NH2] name=CHEMBL261961
CHEMBL154251[acetyl]-HFRF-[NH2] name=CHEMBL154251
CHEMBL2447916[NTerm_820]-LLL-[Unknown_terminal_1] name=CHEMBL2447916 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAW/GLQDJ/DAA73svAMn8MAEAARhSAgABGg==
CHEMBL266702H-G{d}C{d}C{d}S{d}LPPCAANN{d}PD[Res_2313]C-[NH2] name=CHEMBL266702
CHEMBL1086452[acetyl]-RAEVHLRKS-[NH2] name=CHEMBL1086452
CHEMBL438934H-{d}R{d}R{d}AC(1)Y{d}RK{d}KP[Res_2141]R[Res_2510]{d}C(1){d}R-OH name=CHEMBL438934
CHEMBL345741H-RGD{d}V-OH name=CHEMBL345741
CHEMBL321377[NTerm_192]-PIV-[CTerm_810] name=CHEMBL321377

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.