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)
CHEMBL1795367[NTerm_68]-[Res_2713]{d}[Res_1979][Res_2187]-[CTerm_906] name=CHEMBL1795367
CHEMBL437599H-[PyGlu]LQPF[Res_2748]QPELPYPQ-OH name=CHEMBL437599
CHEMBL2049151[NTerm_923]-RVR-[CTerm_296] name=CHEMBL2049151
CHEMBL1088739H-KPA{d}R-OH name=CHEMBL1088739
CHEMBL1083904[NTerm_1564]-[Res_1036][Res_1354][Res_1809]-[CTerm_979] name=CHEMBL1083904
CHEMBL412383H-{d}FPF{d}FLQYV[Orn]L-[CTerm_585] name=CHEMBL412383
CHEMBL590733H-T[N(Me)Gln][Res_1432][MeLeu][Res_1700]-[NH2] name=CHEMBL590733
CHEMBL525408H-C(1)NC(2)KAPETALC(1)ARRC(2)QQH-[NH2] name=CHEMBL525408
CHEMBL1797522H-FF[Res_141]-[CTerm_906] name=CHEMBL1797522
CHEMBL1929009[acetyl]-SAVL-[CTerm_191] name=CHEMBL1929009
CHEMBL503011[acetyl]-F{d}PF{d}W-[NH2] name=CHEMBL503011
CHEMBL340058H-YGGFL{d}P-[NH2] name=CHEMBL340058
CHEMBL130930H-A[Res_2201]LLR-[NH2] name=CHEMBL130930
CHEMBL1794028[acetyl]-LVFFIV-[NH2] name=CHEMBL1794028
CHEMBL55210[NTerm_1620]-VPV-[CTerm_707] name=CHEMBL55210
CHEMBL130147H-SFLAR-[NH2] name=CHEMBL130147
CHEMBL524357H-WGRGGWTNR-OH name=CHEMBL524357
CHEMBL332016H-FLGGTPVCL-OH name=CHEMBL332016
CHEMBL1797527[NTerm_820]-{d}FF[Res_141]-[CTerm_906] name=CHEMBL1797527
CHEMBL556537H-Y{d}AGF[Nle]PL[Res_2637]W-[CTerm_414] name=CHEMBL556537

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.