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)
CHEMBL408508H-{d}FPFHNQYV[Orn]L-[CTerm_585] name=CHEMBL408508
CHEMBL381831H-APE-OH name=CHEMBL381831
CHEMBL412706[acetyl]-[Res_1601]QDVIW-OH name=CHEMBL412706
CHEMBL413663H-R{d}PK{d}P{d}QQF{d}FG{d}LM-[NH2] name=CHEMBL413663
CHEMBL284621H-Y{d}[Res_3018](1)F{d}D{d}[Res_3018](1){d}VG-[NH2] name=CHEMBL284621
CHEMBL147223[acetyl]-MNGFQ-[NH2] name=CHEMBL147223
CHEMBL2371340H-YP{d}F{d}P-[NH2] name=CHEMBL2371340
CHEMBL2304081H-PQQ{d}[Res_2657][Res_2657]GL{d}M-[CTerm_810] name=CHEMBL2304081
CHEMBL2372220[NTerm_617]-ETAV-OH name=CHEMBL2372220
CHEMBL392399H-R[Res_937]R-[NH2] name=CHEMBL392399
CHEMBL1980589[NTerm_700]-WWW-[CTerm_810] name=CHEMBL1980589
CHEMBL409079H-YVPTNVASEAF-OH name=CHEMBL409079
CHEMBL2371521[acetyl]-{d}C(1){d}NP{d}RG{d}D{d}[Res_2141]E{d}C(1)-[NH2] name=CHEMBL2371521
CHEMBL374720H-FLGALFKWASK-OH name=CHEMBL374720
CHEMBL2371528H-[Res_3026](1)G{d}HRGD[Res_245]RC(1)R-OH name=CHEMBL2371528
CHEMBL1089988[acetyl]-RPR[Nva]Y{d}[Res_403][Res_1318]-[NH2] name=CHEMBL1089988
CHEMBL1084467H-ARLPAT[Res_3014]VHPKPAQP[Res_1795]-[NH2] name=CHEMBL1084467
CHEMBL1199355[NTerm_747]-Y{d}RG-[CTerm_1066] name=CHEMBL1199355
CHEMBL345170H-PS{d}[Res_2392]VNVQN-OH name=CHEMBL345170
CHEMBL1256314H-HSDGTFC(1)SC(1)YSRLQDSARLQRLLQGLV-[NH2] name=CHEMBL1256314

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.