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)
CHEMBL133925[acetyl]-D{d}ELI[Res_2201][Cys(Et)]-OH name=CHEMBL133925
CHEMBL105462H-H{d}WAW{d}FK-[NH2] name=CHEMBL105462
CHEMBL2370551H-[PyGlu]HWSY{d}[MeLeu]LRP-[CTerm_258] name=CHEMBL2370551
CHEMBL260622[NTerm_1002]-YIHPF-OH name=CHEMBL260622
CHEMBL136647H-[Res_2150]PR-[Unknown_terminal_1] name=CHEMBL136647 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAaCTAQBAAc0AIEkDAEABzQEAARhSAgABGg==
CHEMBL2326208[NTerm_94]-GNNRPVYIPQPRPPHPRL-OH name=CHEMBL2326208
CHEMBL99601[acetyl]-[Res_1340][Res_1023][Res_1384]RA-[NH2] name=CHEMBL99601
CHEMBL2180084(cyclo)-[Res_3006]R[Res_1340]G{d}Y-(cyclo) name=CHEMBL2180084
CHEMBL385863[acetyl]-S[Res_2708][Res_1340]SY[Res_1340]LR{d}PG-[NH2] name=CHEMBL385863
CHEMBL503297H-HPAGAAAAGAV-[NH2] name=CHEMBL503297
CHEMBL3037874H-Y{d}C(1)GF{d}[Res_3012](1)-OH name=CHEMBL3037874
CHEMBL3098667[NTerm_148]-RLIF-OH name=CHEMBL3098667
CHEMBL557344H-DLDLEALAIYIPADDDFQLR-[NH2] name=CHEMBL557344
CHEMBL406689H-{d}R{d}P{d}KPQQF{d}FGLM-[NH2] name=CHEMBL406689
CHEMBL526904[NTerm_346]-[PhTyr]QGLS-[NH2] name=CHEMBL526904
CHEMBL406590H-ET{d}PDC{d}FWKYCV-OH name=CHEMBL406590
CHEMBL17948H-[Res_1700]DSDGK-OH name=CHEMBL17948
CHEMBL2028937H-NRVY[Nle]HPF-OH name=CHEMBL2028937
CHEMBL1808904[NTerm_1463]-RFR-[CTerm_806] name=CHEMBL1808904
CHEMBL2369943[acetyl]-YYG-[CTerm_1112] name=CHEMBL2369943

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.