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)
CHEMBL412148H-{d}FPFRNQYV[Orn]L-[CTerm_585] name=CHEMBL412148
CHEMBL448495H-HSDGIFTDSYSRYRKQMAVKKYLAAVL-[NH2] name=CHEMBL448495
CHEMBL139740H-{d}YFG-OH name=CHEMBL139740
CHEMBL2370961[acetyl]-[Res_510]FLLR-[NH2] name=CHEMBL2370961
CHEMBL134839[NTerm_700]-[Res_2722]VLS-OH name=CHEMBL134839
CHEMBL306877[NTerm_1620]-VPV-[CTerm_57] name=CHEMBL306877
CHEMBL1222070H-SGNEVWIDGP-OH name=CHEMBL1222070
CHEMBL418124[NTerm_700]-Q[Res_1789]F-[CTerm_1005] name=CHEMBL418124
CHEMBL88478[NTerm_85]-LDVP-OH name=CHEMBL88478
CHEMBL2370229(cyclo)-YIQNG{d}[Res_403]-(cyclo) name=CHEMBL2370229
CHEMBL1222388H-{d}LGG-OH name=CHEMBL1222388
CHEMBL1791228H-YADAIFTNSYRKVLAQLSARKLLQDIMSR-[NH2] name=CHEMBL1791228
CHEMBL53181H-CFWKYCV-OH name=CHEMBL53181
CHEMBL372129[NTerm_1669]-LLL-[Unknown_terminal_1] name=CHEMBL372129 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAc/YEwCP/wsAT44VAI//CwEAARhSAgABGg==
CHEMBL607440(cyclo)-[Res_621]SG[Res_2310][Res_1080][Res_1670]-(cyclo) name=CHEMBL607440
CHEMBL232245H-FGGFTG[Res_438]RKSARKLANQ-[NH2] name=CHEMBL232245
CHEMBL1997047H-[Res_1153][Res_1153][Res_1153][Res_1153][Res_1153][Res_1153]-OH name=CHEMBL1997047
CHEMBL2375167H-SSC(1)FG{d}[Res_3014]RIDRIGAQCGLGC(1)NSFR-[NH2] name=CHEMBL2375167
CHEMBL603466H-F{d}[Res_895]F-OH name=CHEMBL603466
CHEMBL263600H-ILSQVPFSV-OH name=CHEMBL263600

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.