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)
CHEMBL387120(cyclo)-[Res_1340]RR{d}YA-(cyclo) name=CHEMBL387120
CHEMBL243014[NTerm_247]-GWGH-[CTerm_810] name=CHEMBL243014
CHEMBL1094672H-[Res_2484]V[Res_2201]-[CTerm_667] name=CHEMBL1094672
CHEMBL1080192[NTerm_1688]-SGS-[CTerm_1213] name=CHEMBL1080192
CHEMBL329708[NTerm_820]-LLF-[CTerm_1111] name=CHEMBL329708
CHEMBL438212[NTerm_1591]-AEGTFTSDVSSYLEGQAAREFIAWLV[Res_2126]GRG-OH name=CHEMBL438212
CHEMBL297242H-{d}K{d}[Res_3029][MeVal][Res_245]M-OH name=CHEMBL297242
CHEMBL3134255[NTerm_820]-HL[Res_1313]-[Unknown_terminal_1] name=CHEMBL3134255 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAY9bGQB4/pAADxEbAHj+kAEAARhSAgABGg==
CHEMBL413429H-FAGFTGARKSARK-[NH2] name=CHEMBL413429
CHEMBL2372847[acetyl]-[Nle]DH{d}FRW[Res_1286]-[NH2] name=CHEMBL2372847
CHEMBL2181011[NTerm_1678]-LA[Res_733]P-[CTerm_810] name=CHEMBL2181011
CHEMBL502334H-TRKVWWWRW-OH name=CHEMBL502334
CHEMBL2372738[NTerm_808]-KIS[Abu]-OH name=CHEMBL2372738
CHEMBL2165410H-RKQEEDEDEEQQRE-OH name=CHEMBL2165410
CHEMBL1794028[acetyl]-LVFFIV-[NH2] name=CHEMBL1794028
CHEMBL2373012H-Y{d}WGFLRR{d}WR{d}PK-OH name=CHEMBL2373012
CHEMBL502168H-GWGGKRRNF-OH name=CHEMBL502168
CHEMBL321757[NTerm_855]-[Res_2759][Asp(pyrrol-1-yl)]DL-OH name=CHEMBL321757
CHEMBL238533H-ASLRHYLNLVTRQRY-[NH2] name=CHEMBL238533
CHEMBL430081H-YGG{d}[Res_23]LRR{d}ARPK-[NH2] name=CHEMBL430081

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.