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)
CHEMBL1075781[NTerm_39]-{d}HYF-OH name=CHEMBL1075781
CHEMBL415590H-EEIYDYAY-OH name=CHEMBL415590
CHEMBL505224H-HGEGTFTSDVSSYLEGQE(cyclo1)AKEK(cyclo1)IAWLVKGRG-[NH2] name=CHEMBL505224
CHEMBL2064012[acetyl]-WWGKKYRASKLGLAR-OH name=CHEMBL2064012
CHEMBL1076114[NTerm_1338]-HHY-[CTerm_1254] name=CHEMBL1076114
CHEMBL238396[NTerm_1411]-LIGRLI-[NH2] name=CHEMBL238396
CHEMBL1807114H-WWR-[CTerm_663] name=CHEMBL1807114
CHEMBL438271[acetyl]-[Res_1795]AA[Res_272]{d}[Res_98]P[Res_1340]Q-[NH2] name=CHEMBL438271
CHEMBL1169691[NTerm_1265]-{d}K{d}R[Res_2867]-[CTerm_663] name=CHEMBL1169691
CHEMBL1076033[NTerm_242]-HYF-[CTerm_815] name=CHEMBL1076033
CHEMBL2369566[acetyl]-TPPCPSPS-[NH2] name=CHEMBL2369566
CHEMBL1254539[acetyl]-A[Res_2405]A-OH name=CHEMBL1254539
CHEMBL2372041[NTerm_1632]-SRGDW-OH name=CHEMBL2372041
CHEMBL175612H-[Res_733]P[Res_2277]-[CTerm_828] name=CHEMBL175612
CHEMBL527068H-WEEWDKKI[Res_594]GYT[Res_594]GIEELIKKSEEQQKKN-OH name=CHEMBL527068
CHEMBL410083(cyclo)-[Abu]F{d}P[Res_2177]-(cyclo) name=CHEMBL410083
CHEMBL3038187[NTerm_751]-Y{d}[Res_895]FF-OH name=CHEMBL3038187
CHEMBL534469H-Y[N(Me)Met]G[Res_1593]P-[NH2] name=CHEMBL534469
CHEMBL315550(cyclo)-[Res_2212][Res_1296]-(cyclo) name=CHEMBL315550
CHEMBL151375[acetyl]-D{d}ELI[Res_2201][Abu]-OH name=CHEMBL151375

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.