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)
CHEMBL502678H-RKWRRKWKK-[NH2] name=CHEMBL502678
CHEMBL501366H-{d}APRERRRKKRG-[NH2] name=CHEMBL501366
CHEMBL1253435H-CIKQTYNNNKSIESLKLKIN-OH name=CHEMBL1253435
CHEMBL2382086[NTerm_820]-LFK-[CTerm_1072] name=CHEMBL2382086
CHEMBL1159752[NTerm_747]-Y{d}RG-[CTerm_857] name=CHEMBL1159752
CHEMBL428835[acetyl]-D[Res_638]VPML-[NH2] name=CHEMBL428835
CHEMBL2371837H-A{d}FA-OH name=CHEMBL2371837
CHEMBL412240H-{d}R{d}PKP{d}Q{d}QFFGLM-[NH2] name=CHEMBL412240
CHEMBL1193386H-[Res_78][MeGly]R-[Unknown_terminal_1] name=CHEMBL1193386 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAV9QBgBl/pgA3wUIAGX+mAEAARhSAgABGg==
CHEMBL314716[NTerm_820]-FFH-OH name=CHEMBL314716
CHEMBL435653H-YAGAVVNDF-OH name=CHEMBL435653
CHEMBL268337[NTerm_700]-[Res_1873][Nle]G{d}W[Nle]D-[CTerm_1] name=CHEMBL268337
CHEMBL555250H-C(1)YFVNC(1)PRG-[NH2] name=CHEMBL555250
CHEMBL1076068[NTerm_175]-YYY-[CTerm_623] name=CHEMBL1076068
CHEMBL436928[acetyl]-GKMFPGLGKEFGLGKFPELMGER-[NH2] name=CHEMBL436928
CHEMBL2316216H-[Res_1700][Res_1109][Res_1799]-[CTerm_604] name=CHEMBL2316216
CHEMBL330656H-YAGAVVND-OH name=CHEMBL330656
CHEMBL530121H-HSDGI[Res_2112]TDSYSRYRKQMAVKKYLAAVLGKRYKQRVKNK-[NH2] name=CHEMBL530121
CHEMBL2316453[NTerm_58]-VL[Res_2861]-[CTerm_809] name=CHEMBL2316453
CHEMBL505840H-SFFNGVGTGMKKTSFQRAKS-OH name=CHEMBL505840

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.