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)
CHEMBL509042H-[Res_1340][Res_3018](1)F{d}W[Orn]YC(1)V-OH name=CHEMBL509042
CHEMBL1766940H-KKPYI[Res_1075]-OH name=CHEMBL1766940
CHEMBL317898[NTerm_747]-[Res_1354]G[Res_1590]-[CTerm_810] name=CHEMBL317898
CHEMBL1950041H-C(1)HPQGDTC(1)G-[NH2] name=CHEMBL1950041
CHEMBL525456H-KILRGVSKKIMRTFLRRISKDILTGKK-[NH2] name=CHEMBL525456
CHEMBL2370208H-[PyGlu]FWSY{d}WLRP-[CTerm_258] name=CHEMBL2370208
CHEMBL530345H-LLGDFFRKSKEKIGKEFKRIVQRIKDFLRNLVPRTES-OH name=CHEMBL530345
CHEMBL165759[NTerm_820]-VPV-[CTerm_1220] name=CHEMBL165759
CHEMBL521492[NTerm_691]-[Res_364]FL-[CTerm_855] name=CHEMBL521492
CHEMBL409176H-[Res_2822]{d}F{d}[Res_2666][Res_896]WK{d}[Res_2666]T-[CTerm_276] name=CHEMBL409176
CHEMBL3109569H-C(1)VFAHNYDYLVC(1)-[NH2] name=CHEMBL3109569
CHEMBL173883[NTerm_1135]-G[Res_1391][Res_1391]-[NH2] name=CHEMBL173883
CHEMBL2370500[acetyl]-C(1)NPRGD{d}[Res_2141]RC(1)-[NH2] name=CHEMBL2370500
CHEMBL294420[acetyl]-[Res_14]EEIE-OH name=CHEMBL294420
CHEMBL1253425H-KIMQNIQQTTNRLKINIKKIY-OH name=CHEMBL1253425
CHEMBL1790916[acetyl]-FTLAADF-OH name=CHEMBL1790916
CHEMBL1096649H-YGKEFKWSDPKVIDVSNVIG-OH name=CHEMBL1096649
CHEMBL89378[NTerm_1512]-G[Res_2635][Res_247]-[NH2] name=CHEMBL89378
CHEMBL1288501(cyclo)-FPDGRCT[Res_2558]SIPPI[Res_1744]-(cyclo) name=CHEMBL1288501
CHEMBL409990[acetyl]-[Res_1340][Res_1788][Res_1343]S[Res_1941][Res_1941]L[Res_873]{d}PA-[NH2] name=CHEMBL409990

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.