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)
CHEMBL2003810[NTerm_700]-[Res_2498][Res_2377]GL-[CTerm_810] name=CHEMBL2003810
CHEMBL2436135H-{d}[Res_1904]VG-[NH2] name=CHEMBL2436135
CHEMBL137274H-{d}[Res_78]FVF-[CTerm_810] name=CHEMBL137274
CHEMBL131738H-A{d}[Res_23]LLR-[NH2] name=CHEMBL131738
CHEMBL409456H-MTLIGAAHNGSAQLLRQLRGQLGPPGSA-[NH2] name=CHEMBL409456
CHEMBL2370257[NTerm_1622]-[Res_606]GTVT-[NH2] name=CHEMBL2370257
CHEMBL1836969H-GC(1)C(2)SDPRC(1)RYRC(2)-OH name=CHEMBL1836969
CHEMBL1762082[NTerm_1355]-[Res_1354][Res_2910][Res_1514]-[CTerm_1100] name=CHEMBL1762082
CHEMBL77356H-{d}[Res_1071]ARPAK-OH name=CHEMBL77356
CHEMBL2369930[acetyl]-LYTSL-[NH2] name=CHEMBL2369930
CHEMBL2371779H-{d}[Res_966]{d}[Res_895]G-[NH2] name=CHEMBL2371779
CHEMBL1240721H-FFHHIFRGIVHVGKTIHRLVTG-OH name=CHEMBL1240721
CHEMBL291411[NTerm_700]-VLFG-[Unknown_terminal_1] name=CHEMBL291411 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAZ/CGACR//kAH3gaAJH/+QEAARhSAgABGg==
CHEMBL1275640H-RLFDKIRQVIRKF-OH name=CHEMBL1275640
CHEMBL2013171[NTerm_244]-[Res_1354][Res_1369][Res_2197]-OH name=CHEMBL2013171
CHEMBL1625459H-[Res_1700]IP-[CTerm_866] name=CHEMBL1625459
CHEMBL359812H-AVP-[CTerm_825] name=CHEMBL359812
CHEMBL137671(cyclo)-V{d}LWD{d}R-(cyclo) name=CHEMBL137671
CHEMBL121646H-YLMPGPVTV-OH name=CHEMBL121646
CHEMBL1868258H-RKDVY-OH name=CHEMBL1868258

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.