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)
CHEMBL318183[NTerm_700]-W[Res_1013]DF-[NH2] name=CHEMBL318183
CHEMBL438026H-IKCNCKRHVIKPHICRAICGKN-[NH2] name=CHEMBL438026
CHEMBL2164623(cyclo)-FGAGPY-(cyclo) name=CHEMBL2164623
CHEMBL265165[acetyl]-HPFHFFV{d}[Res_1789]-[NH2] name=CHEMBL265165
CHEMBL292320[NTerm_700]-Q{d}WF-[CTerm_663] name=CHEMBL292320
CHEMBL436926H-MTLIGAAHNGSAQLLRQSRGQLGPPGSR-[NH2] name=CHEMBL436926
CHEMBL143354H-Y{d}A[Res_1593]EVVG-[NH2] name=CHEMBL143354
CHEMBL2347501H-DTGDDF{d}[Res_733]GLM-[NH2] name=CHEMBL2347501
CHEMBL412240H-{d}R{d}PKP{d}Q{d}QFFGLM-[NH2] name=CHEMBL412240
CHEMBL409976H-[Res_2227]RGDF-OH name=CHEMBL409976
CHEMBL574567[NTerm_1622]-YGGFLR[Res_1432]{d}ARPK-[NH2] name=CHEMBL574567
CHEMBL410001H-{d}C(1){d}SC(2){d}SS{d}LM{d}AK{d}EC(2){d}VY{d}F{d}C(1)HLDIIW-OH name=CHEMBL410001
CHEMBL417436H-Y{d}RG-[CTerm_292] name=CHEMBL417436
CHEMBL1966284[NTerm_700]-[Res_2498][Res_2377]AL-[CTerm_1155] name=CHEMBL1966284
CHEMBL2370316[acetyl]-[Res_1340]RA-[NH2] name=CHEMBL2370316
CHEMBL427603[NTerm_464]-WSY[Res_324]LR{d}P-[CTerm_258] name=CHEMBL427603
CHEMBL501892[NTerm_993]-GGFLRRIRPK-[NH2] name=CHEMBL501892
CHEMBL1689570[NTerm_1542]-LIGRL-[NH2] name=CHEMBL1689570
CHEMBL3098339H-FGKEKKAWWRRRKWLK-[NH2] name=CHEMBL3098339
CHEMBL282585H-VILPRG-OH name=CHEMBL282585

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.