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)
CHEMBL2170694H-K{d}[Res_625]F{d}[Res_625]LL-[NH2] name=CHEMBL2170694
CHEMBL1605665H-AVV-[CTerm_1096] name=CHEMBL1605665
CHEMBL2426402H-R[Res_1672]R-[NH2] name=CHEMBL2426402
CHEMBL1926945H-VAIA-OH name=CHEMBL1926945
CHEMBL438893H-KGSLVIRGVIVVCK-OH name=CHEMBL438893
CHEMBL1794023H-{d}C(1){d}YI{d}QNC(1){d}PWG-[NH2] name=CHEMBL1794023
CHEMBL365019[NTerm_570]-[Res_1788]FRW-[NH2] name=CHEMBL365019
CHEMBL2371077[NTerm_438]-GGGV-OH name=CHEMBL2371077
CHEMBL211472H-CKEHQ-OH name=CHEMBL211472
CHEMBL508545H-GQVGRQLAI[Res_272]GDDINR-OH name=CHEMBL508545
CHEMBL2372035[NTerm_887]-SRGDW-[NH2] name=CHEMBL2372035
CHEMBL2181304H-NLPLRF-[NH2] name=CHEMBL2181304
CHEMBL340709H-PRRPYIL-OH name=CHEMBL340709
CHEMBL429181[NTerm_1219]-KPRPYVPRPTSHPRPIRV-[Unknown_terminal_1] name=CHEMBL429181 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAUAOVAAKAJQAwMNVAAoAlAEAARhSAgABGg==
CHEMBL1946511[acetyl]-TIAVLYSVHQRIDVKG[Res_2832]-[NH2] name=CHEMBL1946511
CHEMBL3138715[NTerm_1122]-VYV-OH name=CHEMBL3138715
CHEMBL154063[NTerm_700]-VLF-[CTerm_970] name=CHEMBL154063
CHEMBL2002606[NTerm_700]-EFFPLM-[NH2] name=CHEMBL2002606
CHEMBL1817755H-C(1)FINNC(1)P[Res_448]G-[NH2] name=CHEMBL1817755
CHEMBL1631921H-FGGFTGARKSARKAANQA-[NH2] name=CHEMBL1631921

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.