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)
CHEMBL2381658[NTerm_1121]-SQ[Nle]-[CTerm_967] name=CHEMBL2381658
CHEMBL218671H-NKGTSDWIS-OH name=CHEMBL218671
CHEMBL2114052[acetyl]-[Res_18]RAMASL-[NH2] name=CHEMBL2114052
CHEMBL1305703[NTerm_820]-AG[Res_1591]-[CTerm_899] name=CHEMBL1305703
CHEMBL1255889H-{d}W{d}R{d}W{d}Y{d}C{d}R-OH name=CHEMBL1255889
CHEMBL526334[acetyl]-YV[Nle]GH{d}FPWDRFG-[NH2] name=CHEMBL526334
CHEMBL2371897H-QQFFGL{d}M-[CTerm_204] name=CHEMBL2371897
CHEMBL388281[NTerm_700]-[Res_2713]AW-[CTerm_1232] name=CHEMBL388281
CHEMBL2371302[NTerm_700]-FL{d}E{d}EL-[CTerm_810] name=CHEMBL2371302
CHEMBL2403726[NTerm_836]-[Res_1354][Res_2604][Res_1514]-[CTerm_1100] name=CHEMBL2403726
CHEMBL1790585(cyclo)-[Res_78][Res_926][Res_2141]I-(cyclo) name=CHEMBL1790585
CHEMBL263781H-AAAAARRARAAAAAAA-OH name=CHEMBL263781
CHEMBL2369713[acetyl]-[Res_1724]LNPIW-OH name=CHEMBL2369713
CHEMBL2326674[acetyl]-KKSLTI[PhTyr]AQVQK-[NH2] name=CHEMBL2326674
CHEMBL262929(cyclo)-[N(Me)Bmt(E)][Abu][MeGly][MeLeu]V[MeLeu]A[Res_2886][MeLeu][MeLeu][MeVal]-(cyclo) name=CHEMBL262929
CHEMBL2086955[acetyl]-{d}[Res_3018](1)MPRLRGC(1)-[NH2] name=CHEMBL2086955
CHEMBL104018[acetyl]-KGDS-[NH2] name=CHEMBL104018
CHEMBL405660H-[MeGly]RV[Res_1593]IH{d}PF-OH name=CHEMBL405660
CHEMBL124928[acetyl]-YVAD-[CTerm_1072] name=CHEMBL124928
CHEMBL1076170[NTerm_1338]-YHH-[CTerm_1112] name=CHEMBL1076170

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.