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)
CHEMBL1802479H-GGFSFRF-[CTerm_252] name=CHEMBL1802479
CHEMBL1791319[NTerm_1442]-TI[Res_1593]-[NH2] name=CHEMBL1791319
CHEMBL1201355H-[PyGlu]QD[Res_1873]TGWMDF-[NH2] name=CHEMBL1201355
CHEMBL2170694H-K{d}[Res_625]F{d}[Res_625]LL-[NH2] name=CHEMBL2170694
CHEMBL1928192[NTerm_252]-G[Res_892][Res_892]-[NH2] name=CHEMBL1928192
CHEMBL324296[NTerm_451]-IGSR-[NH2] name=CHEMBL324296
CHEMBL2372665[NTerm_808]-KIFN-OH name=CHEMBL2372665
CHEMBL1075931[NTerm_800]-P[Res_1707]PTAPP[Res_1707]E-[NH2] name=CHEMBL1075931
CHEMBL405256H-RP{d}KPQQFFG{d}LM-[NH2] name=CHEMBL405256
CHEMBL428305H-{d}FPF{d}FNQYR[Orn]L-[CTerm_585] name=CHEMBL428305
CHEMBL2371068[NTerm_438]-GGG[Res_2708]-OH name=CHEMBL2371068
CHEMBL429687H-GRKKRRQRRRC-[NH2] name=CHEMBL429687
CHEMBL2112064[NTerm_364]-[Res_1275]{d}FRWG-[NH2] name=CHEMBL2112064
CHEMBL143504[NTerm_59]-[Res_670]{d}R{d}P{d}YI{d}L-OH name=CHEMBL143504
CHEMBL322635[NTerm_828]-W[Res_2433]D{d}[Res_733]-[NH2] name=CHEMBL322635
CHEMBL368968H-SNVYA-[CTerm_663] name=CHEMBL368968
CHEMBL2304283(cyclo)-[MeVal][Res_2208][Abu][MeGly][MeVal]V[MeLeu]A{d}A[MeLeu][MeLeu]-(cyclo) name=CHEMBL2304283
CHEMBL1802436H-GGFSFRA-[NH2] name=CHEMBL1802436
CHEMBL319340[NTerm_700]-W[Res_433]DF-[NH2] name=CHEMBL319340
CHEMBL1081925H-[Res_81]FGS-[CTerm_716] name=CHEMBL1081925

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.