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)
CHEMBL228194[acetyl]-[Nle]D(cyclo1)H[Res_44]P{d}[Res_1219]K(cyclo1)-[NH2] name=CHEMBL228194
CHEMBL2370134H-RR[Res_1340]C(1)Y{d}RK{d}KPYA{d}[Res_2510]C(1)R-OH name=CHEMBL2370134
CHEMBL440256H-{d}RP{d}K{d}P{d}QQ{d}F{d}FGLM-[NH2] name=CHEMBL440256
CHEMBL414538[acetyl]-FDDLNFTGMPPADEDYSP-[NH2] name=CHEMBL414538
CHEMBL444514H-CTGHFGGLYPC-OH name=CHEMBL444514
CHEMBL208159[NTerm_820]-I[Res_597]A-[CTerm_802] name=CHEMBL208159
CHEMBL134600[NTerm_54]-P[MeLeu][Res_2739]-[CTerm_663] name=CHEMBL134600
CHEMBL1790192H-[Res_3018](1){d}YI{d}QNC(1){d}PLG-[NH2] name=CHEMBL1790192
CHEMBL409961[NTerm_700]-[Res_1873][Nle]GWEDF-[NH2] name=CHEMBL409961
CHEMBL502619H-HS[Res_2987]GIFTDSYSRYRKQMAVKKYLAAVLGKRYKQRVKNK-[NH2] name=CHEMBL502619
CHEMBL422461H-GS[Res_212]FL-[NH2] name=CHEMBL422461
CHEMBL2403726[NTerm_836]-[Res_1354][Res_2604][Res_1514]-[CTerm_1100] name=CHEMBL2403726
CHEMBL262091[NTerm_414]-{d}H{d}[Res_2713][Res_488]{d}WA-[NH2] name=CHEMBL262091
CHEMBL168110H-Y{d}A{d}[Res_2047]GYPS-[NH2] name=CHEMBL168110
CHEMBL1808904[NTerm_1463]-RFR-[CTerm_806] name=CHEMBL1808904
CHEMBL217137[NTerm_1221]-YCNGKRVCVCR-[NH2] name=CHEMBL217137
CHEMBL263230H-GTLVALVGL-OH name=CHEMBL263230
CHEMBL265289[NTerm_820]-VLF-[CTerm_307] name=CHEMBL265289
CHEMBL402699H-YVPTNVGSAAF-OH name=CHEMBL402699
CHEMBL263295[acetyl]-[Res_1724]LD[Res_2201]IW-OH name=CHEMBL263295

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.