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)
CHEMBL291859[acetyl]-[Res_2332]RAMASL-[NH2] name=CHEMBL291859
CHEMBL262159H-H{d}[Res_1340]RWGK{d}SV-[NH2] name=CHEMBL262159
CHEMBL1178168H-Y{d}RG-[CTerm_319] name=CHEMBL1178168
CHEMBL525063H-RWWIRKWWR-OH name=CHEMBL525063
CHEMBL552111[NTerm_1588]-VSL-[CTerm_945] name=CHEMBL552111
CHEMBL81801[NTerm_700]-FL[Res_2719]-[CTerm_766] name=CHEMBL81801
CHEMBL2147471[NTerm_1194]-[Res_738][Res_1869]R-[Unknown_terminal_1] name=CHEMBL2147471 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAf8qKgAb/nUAf+ArABv+dQEAARhSAgABGg==
CHEMBL1945784H-C(1)GAKHVPC(1)YFVGIGTPISFE-OH name=CHEMBL1945784
CHEMBL2407585(cyclo)-[MeLeu][MeVal][N(Me)Bmt(E)][Abu][Res_1940][Res_1675]V[MeLeu]A{d}A[MeLeu]-(cyclo) name=CHEMBL2407585
CHEMBL312357[NTerm_581]-H{d}F{d}[Res_2510]WG-[NH2] name=CHEMBL312357
CHEMBL107656H-DEVV{d}P-[CTerm_776] name=CHEMBL107656
CHEMBL1240741H-GIWSDLAEIIKKF-OH name=CHEMBL1240741
CHEMBL1170414[NTerm_700]-[Res_1354][Res_2119][Nva]-[CTerm_1059] name=CHEMBL1170414
CHEMBL206344(cyclo)-DGFV{d}R-(cyclo) name=CHEMBL206344
CHEMBL125610[acetyl]-[Res_2357]{d}[Res_2357]IV[Res_2471]-[CTerm_813] name=CHEMBL125610
CHEMBL437619H-WKKIRRFVSQVIM-OH name=CHEMBL437619
CHEMBL2022232H-QR[Res_1431]SR-OH name=CHEMBL2022232
CHEMBL2440155[NTerm_1447]-RK[Nle]-[NH2] name=CHEMBL2440155
CHEMBL422799H-{d}A{d}[Res_23]L-[CTerm_141] name=CHEMBL422799
CHEMBL433478[NTerm_1664]-GLFG-[CTerm_881] name=CHEMBL433478

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.