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)
CHEMBL438041H-MRILGEEKPNVDGVSTSNTPY-OH name=CHEMBL438041
CHEMBL216619H-HAKRRLI[Res_1423]-OH name=CHEMBL216619
CHEMBL2372921[acetyl]-E(cyclo1)AHK(cyclo1)LRKL[Nle]EII-[NH2] name=CHEMBL2372921
CHEMBL384667H-LFLFLTFIS-OH name=CHEMBL384667
CHEMBL1240722H-GLNTLKKVFQGLHEAIKLINNHVQ-OH name=CHEMBL1240722
CHEMBL315959(cyclo)-[Res_2991][Res_1296]-(cyclo) name=CHEMBL315959
CHEMBL506223H-YPWF[Res_1764]-[NH2] name=CHEMBL506223
CHEMBL258106[NTerm_68]-{d}RG[Res_1172]-[CTerm_1150] name=CHEMBL258106
CHEMBL505048[NTerm_820]-[Res_23][Res_2680]K-[CTerm_586] name=CHEMBL505048
CHEMBL409305[NTerm_700]-G[Res_594]VVI[Res_594]{d}[Res_1979]V[Res_594]VI[Res_594]-[CTerm_810] name=CHEMBL409305
CHEMBL2170699H-K{d}FF{d}WLL-[NH2] name=CHEMBL2170699
CHEMBL2370177[acetyl]-DDIVPI-OH name=CHEMBL2370177
CHEMBL2372212H-Y[Res_3018](1)FD{d}[Res_3018](1)[Nle]G-[NH2] name=CHEMBL2372212
CHEMBL437358[NTerm_1399]-PPP-[CTerm_810] name=CHEMBL437358
CHEMBL2371126[NTerm_820]-GG{d}[Res_1607]-[CTerm_373] name=CHEMBL2371126
CHEMBL1255701H-FIKHFIHRFSATLQLLKQLLKLLKQF-[NH2] name=CHEMBL1255701
CHEMBL2371371[NTerm_1419]-II[Hse]-OH name=CHEMBL2371371
CHEMBL1221706H-GLM-OH name=CHEMBL1221706
CHEMBL3104640H-AC(1)F[Res_2201]KYC(1)V-OH name=CHEMBL3104640
CHEMBL351514[acetyl]-C(1){d}RG{d}D[Res_3018](1)-[NH2] name=CHEMBL351514

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.