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.



ChEMBL ID contains
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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL509334H-WRRWWKWWR-OH name=CHEMBL509334
CHEMBL527072H-QRFKTGHFGGLYPDNGP-OH name=CHEMBL527072
CHEMBL327958[acetyl]-[PhTyr]VA-[CTerm_1056] name=CHEMBL327958
CHEMBL2024268H-QRYSR-OH name=CHEMBL2024268
CHEMBL199845[NTerm_887]-[Nle]KRR-[CTerm_300] name=CHEMBL199845
CHEMBL2370030H-{d}P{d}[Res_23]G-[NH2] name=CHEMBL2370030
CHEMBL143244H-ESTRAM-OH name=CHEMBL143244
CHEMBL216231H-FGGFTGAAASARK-[NH2] name=CHEMBL216231
CHEMBL1802379[NTerm_1011]-GFSFRF-[NH2] name=CHEMBL1802379
CHEMBL1978516H-[Res_1634][Res_1634][Res_1634][Res_1634][Res_1634][Res_1634]-OH name=CHEMBL1978516
CHEMBL406162H-{d}RPK{d}PQ{d}Q{d}FFGLM-[NH2] name=CHEMBL406162
CHEMBL2372083(cyclo)-HFFANIVTARTPV-(cyclo) name=CHEMBL2372083
CHEMBL1222070H-SGNEVWIDGP-OH name=CHEMBL1222070
CHEMBL444184H-[Res_395]LPAAVVVA-OH name=CHEMBL444184
CHEMBL426809H-PFK-OH name=CHEMBL426809
CHEMBL595548(cyclo)-NLV[Orn]L{d}FPY{d}FN-(cyclo) name=CHEMBL595548
CHEMBL412689[NTerm_1422]-GGGG-[CTerm_1261] name=CHEMBL412689
CHEMBL2049158[acetyl]-LKRVKR-[NH2] name=CHEMBL2049158
CHEMBL321140[NTerm_70]-FWF-OH name=CHEMBL321140
CHEMBL264533H-RKKYKQRRK-[NH2] name=CHEMBL264533

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.