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)
CHEMBL452395(cyclo)-PV[Orn]L{d}[Res_1724]PV[Orn]L{d}[Res_1724]-(cyclo) name=CHEMBL452395
CHEMBL145753[NTerm_691]-V[Res_2708][Res_2861]-[CTerm_828] name=CHEMBL145753
CHEMBL367276[NTerm_522]-[PhTyr]VNVP-[CTerm_843] name=CHEMBL367276
CHEMBL160256[NTerm_495]-V[Res_2686]V-[CTerm_707] name=CHEMBL160256
CHEMBL439079[acetyl]-WA[Res_594][Res_594]L[Res_594]Q[Res_594][Res_594][Res_594]QLAQ-[CTerm_1253] name=CHEMBL439079
CHEMBL504711H-AK[Res_2503]LM-OH name=CHEMBL504711
CHEMBL509819[NTerm_578]-LIGRL[Orn]-[NH2] name=CHEMBL509819
CHEMBL1164996[acetyl]-WKY-[NH2] name=CHEMBL1164996
CHEMBL64601H-{d}WF{d}W-OH name=CHEMBL64601
CHEMBL1773989[NTerm_420]-TKPR-OH name=CHEMBL1773989
CHEMBL2013106[biotin]-RRRRRRRRER[Res_2943]-OH name=CHEMBL2013106
CHEMBL500533H-QRFCT{d}AHFGGLYPCNGP-OH name=CHEMBL500533
CHEMBL154251[acetyl]-HFRF-[NH2] name=CHEMBL154251
CHEMBL419688H-VAAWK-OH name=CHEMBL419688
CHEMBL288941H-W{d}[Res_895]K-OH name=CHEMBL288941
CHEMBL410576[acetyl]-[Res_1340][Res_1788][Res_1343]S[Res_2763][Res_2763]L[Res_2151]{d}PA-OH name=CHEMBL410576
CHEMBL349536[NTerm_548]-LVF-[CTerm_810] name=CHEMBL349536
CHEMBL2371690H-YPSKADNPGEDAPAED{d}MARYYSALRHYINLITRQR-OH name=CHEMBL2371690
CHEMBL1741040[NTerm_481]-[Res_2648]{d}[Res_2864]{d}[Nle]-OH name=CHEMBL1741040
CHEMBL268319[acetyl]-[Res_1340][Res_1788][Res_1343]SR{d}[Res_2705]LR{d}PA-[NH2] name=CHEMBL268319

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.