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.



ChEMBL ID contains
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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL2369125H-YG[Res_2292]FLRRIRPK-[NH2] name=CHEMBL2369125
CHEMBL317465(cyclo)-YRG{d}[Res_1788]-(cyclo) name=CHEMBL317465
CHEMBL1624737H-[Res_1700]{d}VP-[CTerm_390] name=CHEMBL1624737
CHEMBL592415H-WTLNSAGYLLGPHAVGNHRSFSDKNGLTS-OH name=CHEMBL592415
CHEMBL2392205H-[PyGlu]HWSHDW[Res_3017](1)PG-[NH2].H-[PyGlu]HWSHDW[Res_3017](1)PG-[NH2] name=CHEMBL2392205
CHEMBL2304278(cyclo)-[MeVal][Res_943][Abu][MeGly][MeVal]V[MeLeu]A{d}A[MeLeu][MeLeu]-(cyclo) name=CHEMBL2304278
CHEMBL2371889H-FV{d}[Res_78]TDVGPFAF-OH name=CHEMBL2371889
CHEMBL1631690(cyclo)-PGGARIIFDRKFLM[Res_594][Res_594]RNAPVAKAPP-(cyclo) name=CHEMBL1631690
CHEMBL86687[NTerm_125]-{d}S{d}K{d}[Res_2201]-OH name=CHEMBL86687
CHEMBL415607H-RPKPQQFFGL{d}M-[NH2] name=CHEMBL415607
CHEMBL1160106H-DFEEAPEE[Res_1873]LQ-OH name=CHEMBL1160106
CHEMBL2337010H-SWLAYPGAVSYR[Res_393]RYSVAGPYALWS-OH name=CHEMBL2337010
CHEMBL3039521[NTerm_1222]-DRDD[Res_1021]-OH name=CHEMBL3039521
CHEMBL264624H-G[Res_472]K(cyclo1)LRD(cyclo1)-[NH2] name=CHEMBL264624
CHEMBL171184[acetyl]-DADE{d}[Res_921]L-[NH2] name=CHEMBL171184
CHEMBL2370817H-{d}A{d}[Res_23][Orn]-[CTerm_1213] name=CHEMBL2370817
CHEMBL266345H-{d}FPFWNQYV[Orn]L-[CTerm_585] name=CHEMBL266345
CHEMBL1075712[NTerm_1688]-GFQ-[CTerm_80] name=CHEMBL1075712
CHEMBL1992930[NTerm_762]-P[Res_2799]A[Res_594][Res_594]IA[Res_594][Res_594]-[CTerm_241] name=CHEMBL1992930
CHEMBL1898975(cyclo)-VRG{d}DF-(cyclo) name=CHEMBL1898975

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.