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)
CHEMBL374421(cyclo)-[Res_1340]R[Res_1432]{d}YG-(cyclo) name=CHEMBL374421
CHEMBL310626H-R[Res_989]DVY-OH name=CHEMBL310626
CHEMBL384872(cyclo)-[Res_1479]SG[Res_2310][Res_1776][Res_1723]-(cyclo) name=CHEMBL384872
CHEMBL372200[NTerm_1463]-[Res_2601]{d}FRWG-[NH2] name=CHEMBL372200
CHEMBL1214025H-Y{d}[Res_3018](1)GF{d}[Res_3018](1)PLW-[CTerm_414] name=CHEMBL1214025
CHEMBL2370324[acetyl]-{d}[Res_1340]S[Res_1384]{d}[Res_1384]LRP{d}A-[NH2] name=CHEMBL2370324
CHEMBL438895[NTerm_965]-{d}C(1){d}FFWKTYC(1)-OH name=CHEMBL438895
CHEMBL409800H-RPKPQQFFGL[Res_2600]-[NH2] name=CHEMBL409800
CHEMBL2371354[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}WSY{d}[Res_1510]LRP-[CTerm_488] name=CHEMBL2371354
CHEMBL327590H-{d}[Res_1341]LDIIW-OH name=CHEMBL327590
CHEMBL407197H-EDDE[Phe(3-OH)]EEV-OH name=CHEMBL407197
CHEMBL219286[NTerm_621]-[Res_2918]SKKKK-[NH2] name=CHEMBL219286
CHEMBL305868[NTerm_820]-{d}PF[Res_2546]-[CTerm_597] name=CHEMBL305868
CHEMBL506015H-DPMFKLV-[CTerm_904] name=CHEMBL506015
CHEMBL425458[NTerm_820]-ALRRQEAVDAL-OH name=CHEMBL425458
CHEMBL446382[acetyl]-[PhTyr]Q[Res_1547]LS-[CTerm_548] name=CHEMBL446382
CHEMBL525625H-IKRWWRWWR-OH name=CHEMBL525625
CHEMBL525218H-ALFKTMLKKLGTMAL-[NH2] name=CHEMBL525218
CHEMBL414370H-RP{d}K{d}PQQ{d}F{d}FG{d}LM-[NH2] name=CHEMBL414370
CHEMBL540193[NTerm_625]-HAG{d}PI-[CTerm_1086] name=CHEMBL540193

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.