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)
CHEMBL420581[NTerm_581]-H{d}F[Res_989]WG-[NH2] name=CHEMBL420581
CHEMBL264733H-Y{d}DGFLKRIR{d}P{d}K-[NH2] name=CHEMBL264733
CHEMBL589906(cyclo)-[Res_1386]{d}P[Res_1623]{d}[Res_1386]-(cyclo) name=CHEMBL589906
CHEMBL2370067H-{d}[Res_1724]LDIIW-[Unknown_terminal_1] name=CHEMBL2370067 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAc/vAQBQ/10AT6UDAFD/XQEAARhSAgABGg==
CHEMBL2372948[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]SR{d}WLRP{d}A-OH name=CHEMBL2372948
CHEMBL1269801[NTerm_820]-[Res_2492][Res_446]R-OH name=CHEMBL1269801
CHEMBL2369779(cyclo)-VF[Res_2587]GR-(cyclo) name=CHEMBL2369779
CHEMBL410067[NTerm_1592]-PF[Res_111]-[CTerm_480] name=CHEMBL410067
CHEMBL278463[NTerm_1161]-DSYA-OH name=CHEMBL278463
CHEMBL278055H-YL{d}PGF{d}P-OH name=CHEMBL278055
CHEMBL512750H-PPA-[NH2] name=CHEMBL512750
CHEMBL1773557H-ISE[Res_245]NLDAEFRH-[NH2] name=CHEMBL1773557
CHEMBL2163437[NTerm_890]-AA{d}FK-[NH2] name=CHEMBL2163437
CHEMBL414084H-HGQVDCSPGIWQLDCTH-[NH2] name=CHEMBL414084
CHEMBL2219891H-{d}AFK-[CTerm_678] name=CHEMBL2219891
CHEMBL264045H-{d}C(1){d}FA{d}WKTFC(1)-OH name=CHEMBL264045
CHEMBL431264H-KRG[Res_728]GSPF-OH name=CHEMBL431264
CHEMBL2372822[acetyl]-[Nle]EH{d}FRWK-[NH2] name=CHEMBL2372822
CHEMBL2372828H-RW{d}F{d}I{d}FG-[NH2] name=CHEMBL2372828
CHEMBL2304008(cyclo)-[Res_1029]{d}DP[Res_370]{d}V-(cyclo) name=CHEMBL2304008

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.