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)
CHEMBL1097275H-MKIPFFILHILLLQFLICLIY-OH name=CHEMBL1097275
CHEMBL1618036H-AVV-[CTerm_861] name=CHEMBL1618036
CHEMBL2440163[NTerm_584]-RK[Nle]-[NH2] name=CHEMBL2440163
CHEMBL415402[NTerm_799]-AL{d}C(1){d}DN{d}PRID{d}RW{d}Y{d}C(1)QFVEG-[NH2] name=CHEMBL415402
CHEMBL449233(cyclo)-NDYV[Orn]L{d}YPF{d}F-(cyclo) name=CHEMBL449233
CHEMBL439107[acetyl]-MSNITDPQMWDFDDLNFTG-[NH2] name=CHEMBL439107
CHEMBL2387210H-Y{d}AGFGG-[CTerm_919] name=CHEMBL2387210
CHEMBL510618H-[Res_1788][Res_3018](1)FWKYC(1)V-OH name=CHEMBL510618
CHEMBL1164996[acetyl]-WKY-[NH2] name=CHEMBL1164996
CHEMBL407856H-YVPTNVGFEAF-OH name=CHEMBL407856
CHEMBL1791360[acetyl]-CIYK[Res_2708]Y-OH name=CHEMBL1791360
CHEMBL573005[NTerm_1670]-{d}C(1){d}DG[Tyr(3-NO2)]G[Res_1418]N{d}C(1)-[NH2] name=CHEMBL573005
CHEMBL292340[NTerm_600]-FR[Nva]L-[NH2] name=CHEMBL292340
CHEMBL2079654H-{d}YPSKPDNPGED{d}A{d}PAEDLARYYSALRHYINLITRQRY-[NH2] name=CHEMBL2079654
CHEMBL439278H-R{d}PK{d}P{d}Q{d}Q{d}F{d}FG{d}LM-[NH2] name=CHEMBL439278
CHEMBL526484H-HAEG[Res_2177]FTSQVSSYLEGQAAKEIFAWLVKGR-[NH2] name=CHEMBL526484
CHEMBL591971H-INPIYRLRY-OH name=CHEMBL591971
CHEMBL2105488H-RKD-OH name=CHEMBL2105488
CHEMBL18849[NTerm_1161]-DGYA-OH name=CHEMBL18849
CHEMBL2163474[NTerm_482]-AW{d}FK-[NH2] name=CHEMBL2163474

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.