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)
CHEMBL69463[acetyl]-FRWG-[NH2] name=CHEMBL69463
CHEMBL429253[NTerm_68]-{d}FGR-[CTerm_1150] name=CHEMBL429253
CHEMBL324390H-FC(1){d}F{d}[Res_3018](1)-[NH2] name=CHEMBL324390
CHEMBL505912[acetyl]-WVTH{d}[Res_2510]LAGLLS{d}[Res_2510]SGGVV[Res_141]KNFVPTDVG[MeGly]FAF-[NH2] name=CHEMBL505912
CHEMBL500376H-KKIMRTFLRR-[NH2] name=CHEMBL500376
CHEMBL174291[acetyl]-GGG-OH name=CHEMBL174291
CHEMBL2371409H-RVYIHPI-OH name=CHEMBL2371409
CHEMBL287718H-WRRW-[NH2] name=CHEMBL287718
CHEMBL524327H-{d}[Res_1788]{d}C(1){d}[Res_143]{d}WKTC(1)[Res_143]-[NH2] name=CHEMBL524327
CHEMBL262963H-YGAFLRRIRPK-[NH2] name=CHEMBL262963
CHEMBL437988[acetyl]-F[Orn]P{d}[Res_1667]{d}[Res_870]{d}F-[NH2] name=CHEMBL437988
CHEMBL61047[acetyl]-[PhTyr]GN-[NH2] name=CHEMBL61047
CHEMBL172539H-SNLFA-[CTerm_663] name=CHEMBL172539
CHEMBL2372610[acetyl]-[Res_594]P[Res_594]A[Res_594]AQ[Res_594]V[Res_594]GL[Res_594]PV[Res_594][Res_594]QQ-[CTerm_650] name=CHEMBL2372610
CHEMBL267166[acetyl]-DTEDVV{d}P-[CTerm_534] name=CHEMBL267166
CHEMBL2369122H-S[Res_1524]{d}PLRN-OH name=CHEMBL2369122
CHEMBL156559[NTerm_700]-W[Res_2433][Res_2987]F-[NH2] name=CHEMBL156559
CHEMBL3085297H-{d}[Res_966]{d}[Res_895]R-[NH2] name=CHEMBL3085297
CHEMBL2403645[NTerm_836]-[Res_1354][Res_1025][Res_1514]-[CTerm_1100] name=CHEMBL2403645
CHEMBL85341[acetyl]-{d}YLDIIW-OH name=CHEMBL85341

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.