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)
CHEMBL20956H-Y{d}AFHLMD-[NH2] name=CHEMBL20956
CHEMBL373597H-YLL-[CTerm_802] name=CHEMBL373597
CHEMBL496658H-FCIG-OH name=CHEMBL496658
CHEMBL1241172[acetyl]-IIRILQQLLFIHFRIGRRRRRRRR-[NH2] name=CHEMBL1241172
CHEMBL2029460H-EHQRVQ-[NH2] name=CHEMBL2029460
CHEMBL396855H-AIPVSRREK-OH name=CHEMBL396855
CHEMBL405377[NTerm_579]-EAVYFAHLGIIW-OH name=CHEMBL405377
CHEMBL505738[NTerm_820]-[Res_23][Res_785]K-[CTerm_586] name=CHEMBL505738
CHEMBL1076407H-[PyGlu]GVC(1)C(2)G[Res_2944]KLC(2)H[Res_2532]C(1)-OH name=CHEMBL1076407
CHEMBL209196[NTerm_621]-TITFDY-OH name=CHEMBL209196
CHEMBL150749[acetyl]-VQAG{d}PIA-[NH2] name=CHEMBL150749
CHEMBL583102H-DMHDFF{d}[Res_733]GLM-[NH2] name=CHEMBL583102
CHEMBL44180[acetyl]-[Res_245]V[Res_2367][Res_1514]-OH name=CHEMBL44180
CHEMBL526518H-GGGTPRARRRKKRT-OH name=CHEMBL526518
CHEMBL527054H-QRFCTGHFGGAYPCNGP-OH name=CHEMBL527054
CHEMBL114531[NTerm_820]-V[Res_2161]D-[CTerm_1037] name=CHEMBL114531
CHEMBL296749H-YMFYLMD-[NH2] name=CHEMBL296749
CHEMBL405537[acetyl]-YSFK{d}PMP{d}LA{d}R-OH name=CHEMBL405537
CHEMBL1163310H-P[Res_1418]GP[Res_1418]GP[Res_1418]GP[Res_2532]GPRGP[Res_1418]GP[Res_1418]GP[Res_1418]GP[Res_1418]G-[NH2] name=CHEMBL1163310
CHEMBL525809H-SFRN{d}LVGTGMKKTSFQRAKS-OH name=CHEMBL525809

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.