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)
CHEMBL302844[NTerm_700]-Q[Res_1789]F-[CTerm_459] name=CHEMBL302844
CHEMBL2164615(cyclo)-YFGLGP-(cyclo) name=CHEMBL2164615
CHEMBL1206331[acetyl]-{d}[Res_2734][Nle]GW[Nle]DF-[NH2] name=CHEMBL1206331
CHEMBL114391[NTerm_575]-C(1)SPC(1)-OH name=CHEMBL114391
CHEMBL415883H-CV[Res_2230]-[CTerm_810] name=CHEMBL415883
CHEMBL386629H-{d}C(1){d}SC(2){d}SS{d}LM{d}DK{d}AC(2){d}VY{d}F{d}C(1)HLDIIW-OH name=CHEMBL386629
CHEMBL439474H-RPKP{d}Q{d}QF{d}FG{d}LM-[NH2] name=CHEMBL439474
CHEMBL61292H-GS{d}[Res_212]-[CTerm_1233] name=CHEMBL61292
CHEMBL1632441[acetyl]-PVLDEFREKLNEE[Res_2789]EALKQKLK-[NH2] name=CHEMBL1632441
CHEMBL1081932[NTerm_1196]-SFS-[CTerm_278] name=CHEMBL1081932
CHEMBL603517H-WQCLTLTHRGFVLLTITVLR-OH name=CHEMBL603517
CHEMBL25222H-[Res_2807]YIL-OH name=CHEMBL25222
CHEMBL507315H-VHFFRNIVTARTP-OH name=CHEMBL507315
CHEMBL274960[NTerm_839]-FGLRW-[NH2] name=CHEMBL274960
CHEMBL179556H-AKGDLLLIS-OH name=CHEMBL179556
CHEMBL66218[acetyl]-[Res_2201][Res_2921]AMAS-[CTerm_326] name=CHEMBL66218
CHEMBL241105[NTerm_11]-RHYLNLVTRQRY-[NH2] name=CHEMBL241105
CHEMBL1866472H-SEIQLMHNLGKHLASVERMQWLRKKLQDVHNF-OH name=CHEMBL1866472
CHEMBL438051H-RPKP{d}Q{d}Q{d}FFG{d}LM-[NH2] name=CHEMBL438051
CHEMBL415163H-R{d}PKPQQ{d}FFG{d}LM-[NH2] name=CHEMBL415163

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.