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)
CHEMBL99865[acetyl]-ALSD-[NH2] name=CHEMBL99865
CHEMBL266515H-YGGFLRKIRPKLK-[NH2] name=CHEMBL266515
CHEMBL438194[acetyl]-{d}[Res_272]LDIIW-OH name=CHEMBL438194
CHEMBL227306H-RRWKRRK-OH name=CHEMBL227306
CHEMBL41468H-CV[Res_2791]-[CTerm_810] name=CHEMBL41468
CHEMBL388364(cyclo)-FL[Res_1743]{d}VL-(cyclo) name=CHEMBL388364
CHEMBL1091369[NTerm_1652]-{d}K{d}RL-[CTerm_663] name=CHEMBL1091369
CHEMBL249344[acetyl]-IAMFKSVNK-[NH2] name=CHEMBL249344
CHEMBL2005183H-FCYWKSCT-[NH2] name=CHEMBL2005183
CHEMBL451244[acetyl]-{d}C(1){d}P{d}VC(2)-[NH2].[acetyl]-{d}C(1){d}P{d}VC(2)-[NH2] name=CHEMBL451244
CHEMBL413875[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]SR{d}[Res_1343]L{d}[Res_611]P{d}A-[NH2] name=CHEMBL413875
CHEMBL83659[NTerm_1173]-GDV-OH name=CHEMBL83659
CHEMBL460359[NTerm_1463]-[Orn]KR-[Unknown_terminal_1] name=CHEMBL460359 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAV9TKQB3/WQA3wgrAHf9ZAEAARhSAgABGg==
CHEMBL2028985H-RPKPQQFFGLM-[CTerm_1200] name=CHEMBL2028985
CHEMBL554801H-RRRKWWK-OH name=CHEMBL554801
CHEMBL294198H-G{d}[Res_2392]VP[Nle]L-OH name=CHEMBL294198
CHEMBL2370541H-[PyGlu]HWSY[Res_1643]LRPG-[NH2] name=CHEMBL2370541
CHEMBL412509H-Y{d}C(1)FW[Res_837]TFC(1)-OH name=CHEMBL412509
CHEMBL388795H-RPALLDLK-OH name=CHEMBL388795
CHEMBL441935H-LPNYNWNSLGLRF-[NH2] name=CHEMBL441935

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.