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.



ChEMBL ID contains
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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL3085484H-[Res_2436][Res_2436]{d}[Res_2436][Res_1133]{d}[Res_1133][Res_2436]{d}[Res_1133][Res_1133]{d}[Res_1133][Res_2436]{d}[Res_1133]{d}[Res_2436]-OH name=CHEMBL3085484
CHEMBL425473H-IKQLLHFFQRF-[NH2] name=CHEMBL425473
CHEMBL2163879H-[Res_2495]GA{d}[Res_1964]-[CTerm_373] name=CHEMBL2163879
CHEMBL2063168(cyclo)-I{d}[Res_733]V{d}[Res_733]-(cyclo) name=CHEMBL2063168
CHEMBL2370065(cyclo)-{d}[Res_895]L{d}DT{d}D{d}P-(cyclo) name=CHEMBL2370065
CHEMBL441585H-GLQPRLQRLLQASGNHAAGILTM-OH name=CHEMBL441585
CHEMBL1801889(cyclo)-P{d}[MeLeu]V{d}IL-(cyclo) name=CHEMBL1801889
CHEMBL1275651H-GRFKRFRKKFKKLFK-OH name=CHEMBL1275651
CHEMBL589318H-RAAA-[NH2] name=CHEMBL589318
CHEMBL2375169H-SS{d}C(1)FG[Res_2192]RIDRIGAQ{d}[Res_2666]GLG{d}C(1)NSFR-[NH2] name=CHEMBL2375169
CHEMBL378468H-KLAGRW-[NH2] name=CHEMBL378468
CHEMBL1076374H-[PyGlu]GVC(1)C(2)GYKLC(2)H{d}[Res_895]C(1)-OH name=CHEMBL1076374
CHEMBL569222[NTerm_217]-H{d}F{d}R-[NH2] name=CHEMBL569222
CHEMBL296187H-{d}[Res_625]{d}D[Res_2937]{d}W-[CTerm_899] name=CHEMBL296187
CHEMBL2402975H-AU(1)NC(2)SS[Res_2802]WARDHSRU(1)C(2)-[NH2] name=CHEMBL2402975
CHEMBL428158H-SQEPPISLDLTFALLREVLEMTKADQLAQQAHSNRKLLDIA-[NH2] name=CHEMBL428158
CHEMBL1922692H-[Res_747]VF-[CTerm_1086] name=CHEMBL1922692
CHEMBL66463H-[Res_2547]{d}H{d}P-[NH2] name=CHEMBL66463
CHEMBL266178H-[Res_272]{d}C(1){d}YW{d}KVC(1)[Res_1340]-[NH2] name=CHEMBL266178
CHEMBL414810H-{d}M{d}F{d}L{d}E{d}A{d}IPMS-OH name=CHEMBL414810

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.