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)
CHEMBL2369811(cyclo)-[Res_1701]{d}F{d}W{d}K[Res_2713]{d}F-(cyclo) name=CHEMBL2369811
CHEMBL351165H-YAGPVVNDL-OH name=CHEMBL351165
CHEMBL1253453H-EKGKRGTSRNNNIHTNENNIY-OH name=CHEMBL1253453
CHEMBL419427[acetyl]-[Res_2357]{d}[Res_2357]IV[Res_2471][Nva]-OH name=CHEMBL419427
CHEMBL1621826H-[Res_1700]{d}[Res_1036]P-[CTerm_980] name=CHEMBL1621826
CHEMBL411636[NTerm_1575]-LDT-[NH2] name=CHEMBL411636
CHEMBL411217H-[Res_1122][Res_1122][Res_1390]QQQQQQQQ-[NH2] name=CHEMBL411217
CHEMBL506907[acetyl]-[Res_594]A[Res_594]A[Res_594][Res_594]Q[Res_594]V[Res_594]GL[Res_594]PV[Res_594][Res_594]QQ-[CTerm_171] name=CHEMBL506907
CHEMBL1689560H-[Res_1054]LIGRL-[NH2] name=CHEMBL1689560
CHEMBL2371380H-ECRSTSYAGAVVNDL-OH name=CHEMBL2371380
CHEMBL171149[NTerm_426]-KLV-OH name=CHEMBL171149
CHEMBL2048249H-Y[Res_1004]FF-OH name=CHEMBL2048249
CHEMBL438569H-LGRVDIHVWDGVYIRGR-OH name=CHEMBL438569
CHEMBL102128H-DT[Res_1788]VGL[Res_1667]-[NH2] name=CHEMBL102128
CHEMBL492867[NTerm_1450]-KKR-[Unknown_terminal_1] name=CHEMBL492867 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAf9/CgAO/LQAfzUMAA78tAEAARhSAgABGg==
CHEMBL2372385H-FFGL{d}M-[NH2] name=CHEMBL2372385
CHEMBL2030697H-RAAPYGVRLSGREFIRAVIFTRGGSRW-OH name=CHEMBL2030697
CHEMBL29557[acetyl]-[PhTyr]EE-[CTerm_1155] name=CHEMBL29557
CHEMBL298224H-[Res_215][Res_23][Res_23]-[NH2] name=CHEMBL298224
CHEMBL1688552H-KLKLLLLLKLK-[NH2] name=CHEMBL1688552

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.