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)
CHEMBL1075737[NTerm_1104]-TFQ-[CTerm_716] name=CHEMBL1075737
CHEMBL1950093H-[Res_1805]{d}[Res_2764]F-[CTerm_19] name=CHEMBL1950093
CHEMBL1807679H-FVAP-OH name=CHEMBL1807679
CHEMBL1688612[NTerm_565]-ETDV-OH name=CHEMBL1688612
CHEMBL2151573H-DEC(1)C(2)SNPAC(1)RLNNPHDC(2)RRR-OH name=CHEMBL2151573
CHEMBL100227[NTerm_820]-LAG-[CTerm_1133] name=CHEMBL100227
CHEMBL2270644H-FKLRAKIKVRLRAKIKL-OH name=CHEMBL2270644
CHEMBL2373020[NTerm_774]-V{d}[Res_78]DP-[NH2] name=CHEMBL2373020
CHEMBL1824986[NTerm_152]-QLDL{d}[Res_1092]-OH name=CHEMBL1824986
CHEMBL407872H-{d}R{d}PK{d}PQQFFGLM-[NH2] name=CHEMBL407872
CHEMBL2372177H-[Res_594]RV{d}[Res_44]IHPI-OH name=CHEMBL2372177
CHEMBL1275638H-SKEKIGKEFKRIVQRIKDFLR-OH name=CHEMBL1275638
CHEMBL1165259H-FPYVAE-OH name=CHEMBL1165259
CHEMBL2022235H-QR[Res_1788]SR-OH name=CHEMBL2022235
CHEMBL3038123[acetyl]-GF[Res_698][Res_2465]GK[Res_698][Res_2465]GF[Res_698][Res_2465]GK{d}[Res_895]KKKK-[NH2] name=CHEMBL3038123
CHEMBL525218H-ALFKTMLKKLGTMAL-[NH2] name=CHEMBL525218
CHEMBL246186H-[Res_2201][Res_2201]RPMR-OH name=CHEMBL246186
CHEMBL611125[NTerm_318]-{d}R{d}R{d}R{d}R{d}R{d}R-OH name=CHEMBL611125
CHEMBL385246H-YINPIYRLRY-[NH2] name=CHEMBL385246
CHEMBL78426[NTerm_600]-FVAL-[NH2] name=CHEMBL78426

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.