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)
CHEMBL353708[NTerm_1014]-[Res_1053]N-[CTerm_827] name=CHEMBL353708
CHEMBL2370554H-{d}FHLLREVLEE(cyclo1)A{d}RK(cyclo1)EAEQLAQQAHSNRKL[Nle]EII-[NH2] name=CHEMBL2370554
CHEMBL3132994H-NR[Phe(2-Cl)]CELFCIQGTGDVKACEWACQ-OH name=CHEMBL3132994
CHEMBL1098968H-SIEASESSQKDETKETEDKEY-OH name=CHEMBL1098968
CHEMBL1288497(cyclo)-GR[Res_3018]T[Res_3014]SIPPICFPD-(cyclo) name=CHEMBL1288497
CHEMBL1193714[NTerm_1141]-SKL-[CTerm_810] name=CHEMBL1193714
CHEMBL293200[NTerm_700]-{d}W{d}WF-[CTerm_663] name=CHEMBL293200
CHEMBL1774113[NTerm_395]-T[Res_1138]PR-OH name=CHEMBL1774113
CHEMBL147223[acetyl]-MNGFQ-[NH2] name=CHEMBL147223
CHEMBL2372031[NTerm_1308]-SRGDW-OH name=CHEMBL2372031
CHEMBL405735H-{d}C(1){d}F[Res_2600]{d}WKTYC(1)-OH name=CHEMBL405735
CHEMBL415089H-NAPVSIPQ-[CTerm_1112] name=CHEMBL415089
CHEMBL504618[NTerm_977]-[Res_1172]FL-[CTerm_855] name=CHEMBL504618
CHEMBL1933468[NTerm_1209]-GVGVP-[CTerm_1156] name=CHEMBL1933468
CHEMBL266203H-TNIKTEEISEVNFDAEFR-OH name=CHEMBL266203
CHEMBL2371454H-RV{d}[Res_2141]IHPF-OH name=CHEMBL2371454
CHEMBL130253[NTerm_1549]-[Res_326]PV-[CTerm_707] name=CHEMBL130253
CHEMBL407125H-{d}C(1){d}K{d}FF{d}[Res_1643][Res_837]TFTSC(1)-OH name=CHEMBL407125
CHEMBL319814[NTerm_700]-W[Res_1656]DF-[NH2] name=CHEMBL319814
CHEMBL289744[NTerm_700]-W{d}[Res_503][Res_2987]F-[NH2] name=CHEMBL289744

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.