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)
CHEMBL50284H-{d}[Res_394][Res_3018](1)GF[Res_3018](1)-OH name=CHEMBL50284
CHEMBL2370555H-[PyGlu]FWSY{d}[Res_1340]LRPG-[NH2] name=CHEMBL2370555
CHEMBL1078514H-GC(1)EGKPC(2)GLFRSC(3)GGGC(1)RC(2)WPTVTPGVGIC(3)SSS-OH name=CHEMBL1078514
CHEMBL2442099H-LVRGC(1)TKSYPPKC(1)FVR-OH name=CHEMBL2442099
CHEMBL2087396[acetyl]-{d}C(1)M{d}[Res_1297]RLRGC(1)-[NH2] name=CHEMBL2087396
CHEMBL385441H-KTWGQYWQV-OH name=CHEMBL385441
CHEMBL1241342[NTerm_836]-[Res_1354][Res_1540][Res_1514]-OH name=CHEMBL1241342
CHEMBL1689560H-[Res_1054]LIGRL-[NH2] name=CHEMBL1689560
CHEMBL246187H-PFFFFF-OH name=CHEMBL246187
CHEMBL175464H-[Res_733]P{d}R-[CTerm_828] name=CHEMBL175464
CHEMBL2369531[acetyl]-[PhSer]PT[Res_1340]-[NH2] name=CHEMBL2369531
CHEMBL386567H-{d}R{d}PK{d}P{d}QQ{d}F{d}FG{d}LM-[NH2] name=CHEMBL386567
CHEMBL2372122[acetyl]-IC(1)V[Res_625]QDWGAHRC(1)T-OH name=CHEMBL2372122
CHEMBL269766[acetyl]-IAVFKMVRK-[NH2] name=CHEMBL269766
CHEMBL448105H-ALYASKLS-[NH2] name=CHEMBL448105
CHEMBL187443H-{d}YVG-OH name=CHEMBL187443
CHEMBL2324201[NTerm_1611]-RWE-[NH2] name=CHEMBL2324201
CHEMBL2374943[NTerm_54]-P{d}[MeLeu][Res_2328]-[CTerm_663] name=CHEMBL2374943
CHEMBL1254459[acetyl]-A[Res_2133]A-OH name=CHEMBL1254459
CHEMBL2435607H-[Res_1852]L[Res_2861]-[CTerm_828] name=CHEMBL2435607

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.