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)
CHEMBL438709[acetyl]-APV-[CTerm_586] name=CHEMBL438709
CHEMBL440083H-C(1){d}[Res_2895]{d}FF{d}W[Res_837]TYTSC(1)-OH name=CHEMBL440083
CHEMBL2112241(cyclo)-PF{d}W{d}[Res_2141]TF-(cyclo) name=CHEMBL2112241
CHEMBL389407[NTerm_700]-[Res_2713]AW-OH name=CHEMBL389407
CHEMBL443895[NTerm_887]-[Nle]KRH-[Unknown_terminal_1] name=CHEMBL443895 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAe/fDgBy/CcAb5UQAHL8JwEAARhSAgABGg==
CHEMBL2403905[NTerm_836]-[Res_1354][Res_1986][Res_1514]-[CTerm_1100] name=CHEMBL2403905
CHEMBL270653H-[Res_2206]VL-[CTerm_731] name=CHEMBL270653
CHEMBL262398H-DEVV{d}P-[CTerm_245] name=CHEMBL262398
CHEMBL30071H-DTTPA-OH name=CHEMBL30071
CHEMBL506178[NTerm_410]-DHTL[Tyr(3-NO2)]-[NH2] name=CHEMBL506178
CHEMBL322966[NTerm_820]-VAD-[CTerm_27] name=CHEMBL322966
CHEMBL241445[NTerm_1605]-[Res_503][Res_1099][Res_1053]-[NH2] name=CHEMBL241445
CHEMBL432565[NTerm_1688]-HFRW-[NH2] name=CHEMBL432565
CHEMBL1162220H-KSTGG[Res_2291]APRKQ-OH name=CHEMBL1162220
CHEMBL411488[NTerm_700]-W[Res_2757]DF-[NH2] name=CHEMBL411488
CHEMBL151385[acetyl]-VHAG{d}PI-[CTerm_733] name=CHEMBL151385
CHEMBL385735[NTerm_1458]-[Res_51]QWAVGHLM-[NH2] name=CHEMBL385735
CHEMBL371215[NTerm_364]-[Res_2624]{d}FR[Res_422]G-[NH2] name=CHEMBL371215
CHEMBL355384[NTerm_585]-L[Res_1534]{d}N-OH name=CHEMBL355384
CHEMBL506130H-HSDGI{d}[Res_733]TDSYSRYRKQMAVKKYLAAVLGKRYKQRVKNK-[NH2] name=CHEMBL506130

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.