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)
CHEMBL1082046[NTerm_1386]-FSL-[NH2] name=CHEMBL1082046
CHEMBL1802441H-GGFSFR{d}F-[NH2] name=CHEMBL1802441
CHEMBL2408009H-{d}[Res_966][Res_895]G[Res_1788]-OH name=CHEMBL2408009
CHEMBL439112[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_610][Res_610]L[Res_2151]P-[CTerm_23] name=CHEMBL439112
CHEMBL1773722H-IS[Res_245]VNLDAEFRH-[NH2] name=CHEMBL1773722
CHEMBL449446[NTerm_886]-[Res_1418][Res_1418]V[Res_594]Q[Res_594]I-[CTerm_515] name=CHEMBL449446
CHEMBL444772H-GSRRFGWNR-OH name=CHEMBL444772
CHEMBL2103984H-[PyGlu]HWSY[Res_1813]LRP-[CTerm_258] name=CHEMBL2103984
CHEMBL73925[NTerm_481]-[Res_844]{d}[Res_1029][Res_140]-OH name=CHEMBL73925
CHEMBL325366H-WRC(1)DPC(1)-OH name=CHEMBL325366
CHEMBL119672[NTerm_700]-WLAF-[NH2] name=CHEMBL119672
CHEMBL3138614H-MLF-[CTerm_868] name=CHEMBL3138614
CHEMBL3086452[acetyl]-GLDLF-OH name=CHEMBL3086452
CHEMBL2369552H-DRVYIH[MeGly]-[NH2] name=CHEMBL2369552
CHEMBL383507H-[Res_2653][Orn]P-OH name=CHEMBL383507
CHEMBL114088[NTerm_1463]-P[Res_776]R-OH name=CHEMBL114088
CHEMBL506836H-QRF[Res_3018]TGH{d}[Res_2141]GGLYP{d}CNGP-OH name=CHEMBL506836
CHEMBL1241170[acetyl]-RILQQLLFIHFRIGRRRRRRRR-[NH2] name=CHEMBL1241170
CHEMBL261093H-IAVP-OH name=CHEMBL261093
CHEMBL364231[NTerm_1301]-QRPAK-OH name=CHEMBL364231

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.