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)
CHEMBL1770948H-[Res_1882]NRPAK-OH name=CHEMBL1770948
CHEMBL233485[NTerm_67]-TYAWHTSFKAL-OH name=CHEMBL233485
CHEMBL2163879H-[Res_2495]GA{d}[Res_1964]-[CTerm_373] name=CHEMBL2163879
CHEMBL286519[NTerm_718]-V{d}[Res_78]D-[CTerm_563] name=CHEMBL286519
CHEMBL497004H-F[Res_245][Res_124]-[NH2] name=CHEMBL497004
CHEMBL411239[acetyl]-V[Abu]YEVLGNDTAKWRMVLRI-[NH2] name=CHEMBL411239
CHEMBL1241140[NTerm_85]-{d}[Res_503]{d}[Res_1099]{d}F-[NH2] name=CHEMBL1241140
CHEMBL7226[NTerm_1450]-MLF-OH name=CHEMBL7226
CHEMBL314750[NTerm_1329]-PWF-[NH2] name=CHEMBL314750
CHEMBL427235H-TAYFLLKLAGRW-[NH2] name=CHEMBL427235
CHEMBL407690(cyclo)-{d}[Res_1700][MeLeu]V[MeLeu]A{d}A[MeLeu][MeLeu][MeVal][N(Me)Bmt(E)][Abu]-(cyclo) name=CHEMBL407690
CHEMBL407634H-{d}F{d}C(1)H[Res_1340]R{d}WC(1)T-[NH2] name=CHEMBL407634
CHEMBL415630H-[Res_1873]MGWMDF-[NH2] name=CHEMBL415630
CHEMBL2043421H-PALVVAIFHERMDLMARLSER-OH name=CHEMBL2043421
CHEMBL109949[NTerm_1620]-VPV-[CTerm_150] name=CHEMBL109949
CHEMBL40902[NTerm_700]-FHL-[CTerm_557] name=CHEMBL40902
CHEMBL293062[NTerm_985]-VPV-[CTerm_707] name=CHEMBL293062
CHEMBL129052H-Y{d}MFHL[Res_1075]D-[NH2] name=CHEMBL129052
CHEMBL264580(cyclo)-PF{d}FNLYV[Orn]L{d}F-(cyclo) name=CHEMBL264580
CHEMBL1081925H-[Res_81]FGS-[CTerm_716] name=CHEMBL1081925

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.