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)
CHEMBL1185495H-Y{d}RG-[CTerm_292] name=CHEMBL1185495
CHEMBL2304110H-RPKPQQ{d}WWGL{d}M-OH name=CHEMBL2304110
CHEMBL130022[NTerm_579]-LL{d}V-[CTerm_361] name=CHEMBL130022
CHEMBL2024268H-QRYSR-OH name=CHEMBL2024268
CHEMBL1083904[NTerm_1564]-[Res_1036][Res_1354][Res_1809]-[CTerm_979] name=CHEMBL1083904
CHEMBL265165[acetyl]-HPFHFFV{d}[Res_1789]-[NH2] name=CHEMBL265165
CHEMBL2403908[NTerm_836]-[Res_1354][Res_665][Res_1514]-[CTerm_1100] name=CHEMBL2403908
CHEMBL384431[NTerm_203]-FVR-[CTerm_1150] name=CHEMBL384431
CHEMBL1160813[NTerm_864]-{d}[Res_1354]F[Res_2947]-[CTerm_707] name=CHEMBL1160813
CHEMBL593680H-WQCLTLTHRG-OH name=CHEMBL593680
CHEMBL2086572[acetyl]-{d}C(1)MPRLR{d}AC(1)-[NH2] name=CHEMBL2086572
CHEMBL414785H-ACWWAGIKAEF-OH name=CHEMBL414785
CHEMBL334746H-A{d}[Res_1092]L[Res_2201]R-[NH2] name=CHEMBL334746
CHEMBL369204[NTerm_887]-VA[Nle]-[CTerm_1072] name=CHEMBL369204
CHEMBL264368[acetyl]-IC(1)VVQDWGAHAC(1)T-[NH2] name=CHEMBL264368
CHEMBL203758H-CV[Res_2470]M-OH name=CHEMBL203758
CHEMBL1651961H-W{d}[Res_3014]EWDREINNYTSLIHSLIEESQNQQEKNQELL-OH name=CHEMBL1651961
CHEMBL3104464H-AC(1)F{d}[Res_1297]KYC(1)V-OH name=CHEMBL3104464
CHEMBL503491H-HAEGTFTSDVS[Res_2177]YLEQQAAKEIFAWLVKGR-[NH2] name=CHEMBL503491
CHEMBL2207840[acetyl]-PL[Res_928]S[PhThr]-[NH2] name=CHEMBL2207840

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.