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)
CHEMBL408752H-{d}F{d}C(1)FWKTC(1)T-[NH2] name=CHEMBL408752
CHEMBL1689449[acetyl]-FMVC(1)NYVTLPWC(1)PMQ-[NH2] name=CHEMBL1689449
CHEMBL3121170[acetyl]-[Res_1036]V[Res_1938][Res_1514]-OH name=CHEMBL3121170
CHEMBL1834394[NTerm_1499]-SYS[Nle]EH{d}FRWGKPV-[NH2] name=CHEMBL1834394
CHEMBL1254305[acetyl]-A[Res_1347]A-[CTerm_810] name=CHEMBL1254305
CHEMBL264298[NTerm_1479]-{d}[Res_488]Y{d}WLRP-[CTerm_258] name=CHEMBL264298
CHEMBL385409H-{d}Y{d}C(1)FWKTC(1)T-[NH2] name=CHEMBL385409
CHEMBL123631H-Y{d}AG-[CTerm_647] name=CHEMBL123631
CHEMBL1182801H-Y{d}RG-[CTerm_174] name=CHEMBL1182801
CHEMBL499422H-[Res_254]VPAAVV-OH name=CHEMBL499422
CHEMBL2372042[NTerm_29]-SRGDW-OH name=CHEMBL2372042
CHEMBL413285H-MTLIGAAHNGSA{d}QLLRQLRGQLGPPGSR-[NH2] name=CHEMBL413285
CHEMBL505632H-FGGFTGARKSARKKANQ-OH name=CHEMBL505632
CHEMBL303295[acetyl]-HWAVGH-[CTerm_851] name=CHEMBL303295
CHEMBL1950101H-[Res_1805]{d}[Res_2764]F-[NH2] name=CHEMBL1950101
CHEMBL426809H-PFK-OH name=CHEMBL426809
CHEMBL405412H-R{d}P{d}K{d}P{d}QQ{d}F{d}FGLM-[NH2] name=CHEMBL405412
CHEMBL413135[NTerm_800]-PEPTA[Res_2161][Res_1649]EE-[NH2] name=CHEMBL413135
CHEMBL125610[acetyl]-[Res_2357]{d}[Res_2357]IV[Res_2471]-[CTerm_813] name=CHEMBL125610
CHEMBL437662H-GGCCSH{d}PACAANNQDYC-[NH2] name=CHEMBL437662

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.