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)
CHEMBL1160633[NTerm_2]-I[Res_754]G-OH name=CHEMBL1160633
CHEMBL3099498[NTerm_820]-G[Res_1901]F-[CTerm_663] name=CHEMBL3099498
CHEMBL1790653[NTerm_700]-AF[Res_305]IV-[CTerm_810] name=CHEMBL1790653
CHEMBL80648H-{d}[Res_1383][Res_3018](1)GF[Res_3018](1)-OH name=CHEMBL80648
CHEMBL264339H-PHPFH-[CTerm_1216] name=CHEMBL264339
CHEMBL1791292[acetyl]-D[Res_955]IR-[NH2] name=CHEMBL1791292
CHEMBL2370055[NTerm_700]-QA{d}WF{d}PP[Nle]-[NH2] name=CHEMBL2370055
CHEMBL311629[NTerm_581]-H{d}F[Res_2430]WG-[NH2] name=CHEMBL311629
CHEMBL2393414H-HQGCPFQPWDGLDEH-OH name=CHEMBL2393414
CHEMBL2372754[NTerm_808]-DPI[Abu]-OH name=CHEMBL2372754
CHEMBL1790281[acetyl]-DDIVPS-OH name=CHEMBL1790281
CHEMBL268611H-{d}C(1){d}K{d}FF{d}W[Res_208]TFTSC(1)-OH name=CHEMBL268611
CHEMBL352039[NTerm_68]-{d}RG{d}R-[CTerm_1150] name=CHEMBL352039
CHEMBL1933625[NTerm_425]-GVGVP-[CTerm_1156] name=CHEMBL1933625
CHEMBL270216[NTerm_1377]-RFYRIK-[NH2] name=CHEMBL270216
CHEMBL266743H-{d}R{d}PK{d}P{d}QQ{d}F{d}FGLM-[NH2] name=CHEMBL266743
CHEMBL195038H-WGKFV-[NH2] name=CHEMBL195038
CHEMBL1941112H-[Res_1218]VL-[CTerm_1018] name=CHEMBL1941112
CHEMBL264230[acetyl]-SRVYVHP{d}[Res_625]-OH name=CHEMBL264230
CHEMBL1288860(cyclo)-[Orn][Res_2952][Orn][Res_2022][Orn]{d}FP[Orn][Res_2952][Orn][Res_2022][Orn]{d}FP-(cyclo) name=CHEMBL1288860

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.