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)
CHEMBL411444H-R{d}[Res_733]PGFSPFR-OH name=CHEMBL411444
CHEMBL326783(cyclo)-PVNPFVV-(cyclo) name=CHEMBL326783
CHEMBL2370030H-{d}P{d}[Res_23]G-[NH2] name=CHEMBL2370030
CHEMBL438102H-KGFQLDLIS-OH name=CHEMBL438102
CHEMBL1081745[NTerm_443]-P{d}VE-[NH2] name=CHEMBL1081745
CHEMBL2372720[NTerm_1349]-VL[MeGly]R[MeGly]-OH name=CHEMBL2372720
CHEMBL1213229H-CFQWARNMRKVR-OH name=CHEMBL1213229
CHEMBL1241208(cyclo)-LL{d}YLV-(cyclo) name=CHEMBL1241208
CHEMBL2335477H-KRPPKAGQIGRAKRVVI-OH name=CHEMBL2335477
CHEMBL1288848(cyclo)-{d}VKLKV{d}DYPLKVKL{d}DYP-(cyclo) name=CHEMBL1288848
CHEMBL241237[NTerm_247]-WAY-[CTerm_810] name=CHEMBL241237
CHEMBL135098H-YGGLS-[NH2] name=CHEMBL135098
CHEMBL1790402[NTerm_774]-K{d}[Res_78]DPT-[CTerm_1132] name=CHEMBL1790402
CHEMBL441206H-RPKPQQFF[Res_315]{d}LW-[NH2] name=CHEMBL441206
CHEMBL2370849(cyclo)-{d}DGR{d}L{d}F-(cyclo) name=CHEMBL2370849
CHEMBL415174[acetyl]-KWKSFLKTFKSLKKTVLHTLLKLISS-[NH2] name=CHEMBL415174
CHEMBL2370153H-{d}RRP{d}[Res_1508]G{d}[Res_1199]S[Res_793][Res_2019]R-OH name=CHEMBL2370153
CHEMBL292471[NTerm_700]-W[Res_2771]DF-[NH2] name=CHEMBL292471
CHEMBL315841[acetyl]-{d}[Res_1724]LDVIW-OH name=CHEMBL315841
CHEMBL61931[NTerm_820]-{d}H{d}[Res_2713]A{d}WA-[NH2] name=CHEMBL61931

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.