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)
CHEMBL455780H-{d}[Res_733]{d}[Res_733]{d}[Res_733]{d}[Res_733]-OH name=CHEMBL455780
CHEMBL604209H-L[Res_1561][Res_1727]-OH name=CHEMBL604209
CHEMBL437349[acetyl]-[Res_1795]AA[Res_2201]{d}[Res_98]{d}[Res_895][Res_1340]Q-[NH2] name=CHEMBL437349
CHEMBL607291[NTerm_567]-V[Res_2522]{d}[Res_2639]-[CTerm_714] name=CHEMBL607291
CHEMBL263674H-{d}R{d}P{d}KPQQ{d}FFG{d}LM-[NH2] name=CHEMBL263674
CHEMBL403504[NTerm_24]-QLTVWGIKQLQARI-OH name=CHEMBL403504
CHEMBL52895H-GGL-OH name=CHEMBL52895
CHEMBL583711(cyclo)-{d}LV{d}LFL{d}LV{d}LFL-(cyclo) name=CHEMBL583711
CHEMBL129323H-Y[Res_624]FP-[NH2] name=CHEMBL129323
CHEMBL2111263[acetyl]-C(1)EHFRWC(1)K-[CTerm_760] name=CHEMBL2111263
CHEMBL351784[NTerm_820]-V[Res_1569]V-[CTerm_707] name=CHEMBL351784
CHEMBL266702H-G{d}C{d}C{d}S{d}LPPCAANN{d}PD[Res_2313]C-[NH2] name=CHEMBL266702
CHEMBL408281H-AQSGLGCNSFR-OH name=CHEMBL408281
CHEMBL162710[NTerm_68]-{d}FGR-[CTerm_1150] name=CHEMBL162710
CHEMBL1940958H-[Res_899]VL-[CTerm_368] name=CHEMBL1940958
CHEMBL13665H-{d}[Res_1892]AG{d}F{d}L-OH name=CHEMBL13665
CHEMBL435122[NTerm_887]-[Nle]KFR-[Unknown_terminal_1] name=CHEMBL435122 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAY+GCwD9/9UADzwNAP3/1QEAARhSAgABGg==
CHEMBL2372926(cyclo)-[Res_733]P[Res_2232]I[Res_78]{d}[Res_78]-(cyclo) name=CHEMBL2372926
CHEMBL2372860[acetyl]-[Nle]DHFRWK-[NH2] name=CHEMBL2372860
CHEMBL275984H-YVPTNVGSLAF-OH name=CHEMBL275984

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.