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)
CHEMBL428455H-TTWEAWDRAIAEYAARIEALIRAAQELQEKNEAALREL-OH name=CHEMBL428455
CHEMBL62581[NTerm_820]-F{d}W{d}W-[NH2] name=CHEMBL62581
CHEMBL2171849H-Y[Res_1004]{d}FF-OH name=CHEMBL2171849
CHEMBL246188H-P[Res_134]VAPR-OH name=CHEMBL246188
CHEMBL2096901[acetyl]-Y{d}ADAIFTNSYRKVLGQLSARKLLQDIMSR-[NH2] name=CHEMBL2096901
CHEMBL373854H-LPNYNWNSFGL{d}[Res_23]F-[NH2] name=CHEMBL373854
CHEMBL80803[NTerm_581]-H{d}F[Res_2921]WG-[NH2] name=CHEMBL80803
CHEMBL217439[acetyl]-DTEDVV{d}P-[CTerm_41] name=CHEMBL217439
CHEMBL329946H-{d}WLDIIW-OH name=CHEMBL329946
CHEMBL224616H-D{d}C(1)F{d}WKYC(1)V-OH name=CHEMBL224616
CHEMBL593621[NTerm_1078]-GCCLL-OH name=CHEMBL593621
CHEMBL385647H-RLYELLHGAGNHAAGIATL-[NH2] name=CHEMBL385647
CHEMBL525613H-HSDGI[Res_625]TDSYSRYRKQMAVKKYLAAVL-[NH2] name=CHEMBL525613
CHEMBL410197[acetyl]-{d}C(1){d}NP{d}KG{d}D{d}[Res_2141]{d}R{d}C(1)-[NH2] name=CHEMBL410197
CHEMBL412950[NTerm_700]-PF[Res_111]-[CTerm_788] name=CHEMBL412950
CHEMBL444184H-[Res_395]LPAAVVVA-OH name=CHEMBL444184
CHEMBL3104241H-GC(1)C(2)SDPRC(1)RYRC(2)R-[NH2] name=CHEMBL3104241
CHEMBL433837[acetyl]-[Res_1601]ADIIW-OH name=CHEMBL433837
CHEMBL1766927H-RRPYIA-OH name=CHEMBL1766927
CHEMBL609753H-PVLDEFREKLNE{d}[Res_1283]LEA{d}[Res_1283]KQKLK-OH name=CHEMBL609753

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.