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)
CHEMBL285808H-[Nle]V{d}[Res_44]IHPF-OH name=CHEMBL285808
CHEMBL504540H-FGGFTGARKSARKYANQ-OH name=CHEMBL504540
CHEMBL343516(cyclo)-{d}PV{d}L{d}[Res_1789]D-(cyclo) name=CHEMBL343516
CHEMBL2372230[NTerm_973]-A[Hse]EGSNT[Hse]-OH name=CHEMBL2372230
CHEMBL2369492[NTerm_958]-IFG-OH name=CHEMBL2369492
CHEMBL504711H-AK[Res_2503]LM-OH name=CHEMBL504711
CHEMBL552111[NTerm_1588]-VSL-[CTerm_945] name=CHEMBL552111
CHEMBL220855H-LPNYNWNS[Res_2201]GLRF-[NH2] name=CHEMBL220855
CHEMBL525940H-TPAARRRKKR[MeGly]-OH name=CHEMBL525940
CHEMBL2115556(cyclo)-P[Nle]LG[Res_3000]V-(cyclo) name=CHEMBL2115556
CHEMBL360961[NTerm_1133]-C(1)G[Res_1593]{d}C(1)-[NH2] name=CHEMBL360961
CHEMBL1791264H-[MeGly]RVYIH[Res_78]I-OH name=CHEMBL1791264
CHEMBL265501[acetyl]-FCSDYCKYL-[NH2] name=CHEMBL265501
CHEMBL1241029[acetyl]-FLNCCPSQPTYPGDDAPVEDLIRFYDNLQQYLNVCCMEP-[NH2] name=CHEMBL1241029
CHEMBL2370606H-Y{d}[Res_895][Res_2600]F-OH name=CHEMBL2370606
CHEMBL424038[acetyl]-VHAGPQ{d}A-[NH2] name=CHEMBL424038
CHEMBL3039991[acetyl]-YMGWM[Res_1156]F-[NH2] name=CHEMBL3039991
CHEMBL1531605H-[Res_1700]VP-[CTerm_996] name=CHEMBL1531605
CHEMBL437636H-TTWEAWDRAIAEYAARIEALIRALQEQQEKNEAILREL-OH name=CHEMBL437636
CHEMBL423996H-[Res_594]{d}W{d}[Res_23]-[CTerm_373] name=CHEMBL423996

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.