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)
CHEMBL435717[NTerm_280]-{d}WLF-[NH2] name=CHEMBL435717
CHEMBL410560[acetyl]-{d}[Res_1340][Res_1788]{d}[Res_1343]SY{d}[Res_1343]L[Res_2151]{d}PA-[NH2] name=CHEMBL410560
CHEMBL211491H-WAGIKQ-[NH2] name=CHEMBL211491
CHEMBL1790297[acetyl]-DDIVP[Cys(Me)]-OH name=CHEMBL1790297
CHEMBL3105700H-YE{d}LLHGAGNHAAGILTL-[NH2] name=CHEMBL3105700
CHEMBL2372199H-Y{d}[Nva]GFL-[NH2] name=CHEMBL2372199
CHEMBL207160[NTerm_134]-[Res_2674]AL-[CTerm_912] name=CHEMBL207160
CHEMBL269244[acetyl]-GRPRTTVF-OH name=CHEMBL269244
CHEMBL390991(cyclo)-[Res_405]A{d}P[Res_579]-(cyclo) name=CHEMBL390991
CHEMBL117460[acetyl]-QAGAS-[CTerm_38] name=CHEMBL117460
CHEMBL2372883[NTerm_417]-GQGEP-OH name=CHEMBL2372883
CHEMBL2364641H-{d}R{d}A{d}R{d}R{d}R{d}A[Res_323]-[CTerm_1160] name=CHEMBL2364641
CHEMBL315506(cyclo)-{d}P{d}DL{d}DT{d}F-(cyclo) name=CHEMBL315506
CHEMBL507218[NTerm_1302]-RATK-OH name=CHEMBL507218
CHEMBL414594H-RPK{d}PQ{d}QF{d}FGLM-[NH2] name=CHEMBL414594
CHEMBL525769H-KSTGG[Res_1146]APRKQ-OH name=CHEMBL525769
CHEMBL345991H-{d}[Res_1586][Nle]FA{d}P-OH name=CHEMBL345991
CHEMBL1927659[NTerm_455]-[Res_1478]P{d}A{d}[Res_2144]-[NH2] name=CHEMBL1927659
CHEMBL1802894[acetyl]-Q[Res_2201]DLF-OH name=CHEMBL1802894
CHEMBL260717[NTerm_836]-[Res_1354][Res_2573][Res_1514]-OH name=CHEMBL260717

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.