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)
CHEMBL2370001H-ELYENKP[Res_1432]{d}C(1){d}PWC(1)L-OH name=CHEMBL2370001
CHEMBL261402[NTerm_700]-[Res_1822]AG-[CTerm_707] name=CHEMBL261402
CHEMBL404832H-{d}R{d}PK{d}PQ{d}Q{d}F{d}FGLM-[NH2] name=CHEMBL404832
CHEMBL507340H-Y{d}AGFMPLW-[CTerm_414] name=CHEMBL507340
CHEMBL526683H-FCTGHFGGLYPCNGP-OH name=CHEMBL526683
CHEMBL349671H-{d}[PyGlu]{d}V{d}P-[NH2] name=CHEMBL349671
CHEMBL525611H-ASDGIFTDSYSRYRKQMAVKKYLAAVL-[NH2] name=CHEMBL525611
CHEMBL1223108[NTerm_820]-VAD-[CTerm_1198] name=CHEMBL1223108
CHEMBL409583[acetyl]-{d}[Res_1340][Res_1788]{d}WSC(1)RC(1)R{d}PA-[NH2] name=CHEMBL409583
CHEMBL2371504[acetyl]-C(1){d}NP{d}RG{d}D{d}[Res_2141][Res_454]C(1)-[NH2] name=CHEMBL2371504
CHEMBL509335H-RF{d}[Res_3018]TGRFG[MeGly][MeLeu]YPC-OH name=CHEMBL509335
CHEMBL303561H-RGDF-OH name=CHEMBL303561
CHEMBL1076095[NTerm_242]-HYF-[NH2] name=CHEMBL1076095
CHEMBL412003[NTerm_579]-EAGYF{d}AHLDIIW-OH name=CHEMBL412003
CHEMBL2152055H-YNWNSFGL[Res_1449]F-[NH2] name=CHEMBL2152055
CHEMBL2064019[acetyl]-WWERRWRASKLGLAR-OH name=CHEMBL2064019
CHEMBL263707[NTerm_10]-RGD-OH name=CHEMBL263707
CHEMBL412215H-{d}[Res_2770]C(1)YWRT[Res_3018](1)T-[NH2] name=CHEMBL412215
CHEMBL2310895H-[MeGly]RVYIHP[N(Me)hPhe]-OH name=CHEMBL2310895
CHEMBL150620[NTerm_820]-L{d}F{d}L-[Unknown_terminal_1] name=CHEMBL150620 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAc9JFgAN/6YAT/8XAA3/pgEAARhSAgABGg==

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.