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)
CHEMBL2028915[NTerm_820]-RLF-[CTerm_87] name=CHEMBL2028915
CHEMBL447452[acetyl]-[MeGly]{d}[Res_733]{d}[Res_733]{d}[Res_733]-[NH2] name=CHEMBL447452
CHEMBL402860[NTerm_800]-PEPTA[Res_2161][Res_2363]EE-[NH2] name=CHEMBL402860
CHEMBL433999H-ARPVSREEK-OH name=CHEMBL433999
CHEMBL1717878H-C(1)YIQNC(1)PLG-[NH2] name=CHEMBL1717878
CHEMBL2371173H-D(cyclo1){d}H{d}F{d}RWK(cyclo1)-[NH2] name=CHEMBL2371173
CHEMBL2316336[NTerm_820]-TSAVL-[CTerm_539] name=CHEMBL2316336
CHEMBL504115H-TPRARRRKKRC-[NH2] name=CHEMBL504115
CHEMBL538700H-{d}[Res_966]{d}[Res_895]FF-[NH2] name=CHEMBL538700
CHEMBL1824985[NTerm_567]-QLDL{d}[Res_1092]-OH name=CHEMBL1824985
CHEMBL429726H-YADAIFTNSYRKVLGQLSARKLLQ-[NH2] name=CHEMBL429726
CHEMBL599936(cyclo)-L{d}C(1){d}C(1)V{d}L-(cyclo) name=CHEMBL599936
CHEMBL365019[NTerm_570]-[Res_1788]FRW-[NH2] name=CHEMBL365019
CHEMBL216306H-R{d}W{d}FI{d}FHKRI-[NH2] name=CHEMBL216306
CHEMBL389045H-R[Res_272]R-[CTerm_998] name=CHEMBL389045
CHEMBL1800386H-R[Res_2195]R[Nva]Y{d}[Res_403][Res_1667][Res_1641]-[NH2] name=CHEMBL1800386
CHEMBL178839[NTerm_1679]-YVY-[Unknown_terminal_1] name=CHEMBL178839 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAdDKBwAmAJMAUIAJACYAkwEAARhSAgABGg==
CHEMBL331153[NTerm_820]-LLL-[CTerm_707] name=CHEMBL331153
CHEMBL289386[NTerm_820]-IET-[CTerm_999] name=CHEMBL289386
CHEMBL506505(cyclo)-{d}YRR{d}[Res_2506]G-(cyclo) name=CHEMBL506505

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.