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)
CHEMBL1222071[acetyl]-RQIKIWFQNRRMKWKKGGGEIVLWSDIP-[NH2] name=CHEMBL1222071
CHEMBL1253463H-EDEDENENEVENENEDFNDIY-OH name=CHEMBL1253463
CHEMBL1256055(cyclo)-L[Res_2809]WFAD-(cyclo) name=CHEMBL1256055
CHEMBL408529H-LLKKVLKAAAKAALNAVLVGANA-OH name=CHEMBL408529
CHEMBL337207H-YGGFT-[CTerm_49] name=CHEMBL337207
CHEMBL2207148[acetyl]-LFG-OH name=CHEMBL2207148
CHEMBL92588H-VEAAK-OH name=CHEMBL92588
CHEMBL317067[NTerm_796]-[Res_328]{d}AL-OH name=CHEMBL317067
CHEMBL2059709[NTerm_676]-RQWRRWWQR-OH name=CHEMBL2059709
CHEMBL405211H-{d}Y{d}C(1){d}FA{d}[Res_2770]KTFC(1)-OH name=CHEMBL405211
CHEMBL500753H-HAEGTFTSDCSSYCEGQAAKEIFAWLVKGR-[NH2] name=CHEMBL500753
CHEMBL2372514[NTerm_383]-GR-[Unknown_terminal_1] name=CHEMBL2372514 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAc9VFADg/8AATwsWAOD/wAEAARhSAgABGg==
CHEMBL510802H-{d}[Res_895]{d}[Res_733]{d}[Res_733]{d}[Res_733]-[NH2] name=CHEMBL510802
CHEMBL502619H-HS[Res_2987]GIFTDSYSRYRKQMAVKKYLAAVLGKRYKQRVKNK-[NH2] name=CHEMBL502619
CHEMBL2372732[NTerm_808]-KIFR-OH name=CHEMBL2372732
CHEMBL340062[NTerm_819]-AAPV-[CTerm_359] name=CHEMBL340062
CHEMBL409990[acetyl]-[Res_1340][Res_1788][Res_1343]S[Res_1941][Res_1941]L[Res_873]{d}PA-[NH2] name=CHEMBL409990
CHEMBL358925[NTerm_625]-HAG{d}P-[CTerm_406] name=CHEMBL358925
CHEMBL2092742[NTerm_555]-EEIE-OH name=CHEMBL2092742
CHEMBL318524H-KRG[Res_1053]GSPF-OH name=CHEMBL318524

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.