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)
CHEMBL1668850[NTerm_700]-GFGFP-OH name=CHEMBL1668850
CHEMBL415363H-{d}RPK{d}PQ{d}Q{d}F{d}FG{d}LM-[NH2] name=CHEMBL415363
CHEMBL2372348H-{d}FC(1)YWR{d}W[Res_3018](1)T-[NH2] name=CHEMBL2372348
CHEMBL262750[NTerm_37]-YADAIFTNSYRKVLGQLSARKLLQDIMSR-[NH2] name=CHEMBL262750
CHEMBL524669H-RINNI[Res_1542]WSEAMM-OH name=CHEMBL524669
CHEMBL2163912H-YPW-[CTerm_225] name=CHEMBL2163912
CHEMBL207660[NTerm_1679]-TVTYKF-OH name=CHEMBL207660
CHEMBL2069366[biotin]-RRRRRRRRER[Res_860]-OH name=CHEMBL2069366
CHEMBL1790924[acetyl]-LTLDADF-OH name=CHEMBL1790924
CHEMBL330908[NTerm_700]-W{d}[Res_1340]{d}D-[CTerm_125] name=CHEMBL330908
CHEMBL437651H-AMVC(1)R{d}VY{d}RPC(1){d}W{d}E{d}V-OH name=CHEMBL437651
CHEMBL1221661H-GL[Res_1418]-OH name=CHEMBL1221661
CHEMBL409605H-{d}C(1){d}YI{d}QNC(2){d}PLG-[NH2].H-C(2)Y{d}IQ{d}N{d}C(1)P{d}LG-[NH2] name=CHEMBL409605
CHEMBL1643495(cyclo)-{d}YV[Orn]L{d}AP{d}YV[Orn]L{d}AP-(cyclo) name=CHEMBL1643495
CHEMBL2304052(cyclo)-AG{d}KRKSG-(cyclo) name=CHEMBL2304052
CHEMBL1163804H-DFGYVAE-OH name=CHEMBL1163804
CHEMBL1791248H-YADAIFTNSYRKVLGQLSARK[Abu]LQDIMSR-[NH2] name=CHEMBL1791248
CHEMBL430417H-{d}[Res_3018](1)YGS{d}F{d}C(1)KR-[NH2] name=CHEMBL430417
CHEMBL370392H-{d}[Res_1663]PFF-[NH2] name=CHEMBL370392
CHEMBL410694[acetyl]-[Res_1601]NDIIW-OH name=CHEMBL410694

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.