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)
CHEMBL337897(cyclo)-{d}PV{d}LWE-(cyclo) name=CHEMBL337897
CHEMBL2371884[NTerm_36]-R[Res_78]GSGSGSGSGSGSGSGSGSGSGSGSGSGSGDFEEIPEEYLQ-OH name=CHEMBL2371884
CHEMBL2371097[NTerm_438]-GGR-OH name=CHEMBL2371097
CHEMBL2112241(cyclo)-PF{d}W{d}[Res_2141]TF-(cyclo) name=CHEMBL2112241
CHEMBL414123H-EPQ[PhTyr]EEIPIYL-OH name=CHEMBL414123
CHEMBL384431[NTerm_203]-FVR-[CTerm_1150] name=CHEMBL384431
CHEMBL294263[NTerm_847]-AIDR-[CTerm_1137] name=CHEMBL294263
CHEMBL413388[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_1866][Res_143]L[Res_2151]P-[CTerm_417] name=CHEMBL413388
CHEMBL402660H-RPKPQQFGGFM-[NH2] name=CHEMBL402660
CHEMBL209196[NTerm_621]-TITFDY-OH name=CHEMBL209196
CHEMBL1819545H-C(1)[Res_1343]IQNC(1)P[Res_1286]G-[NH2] name=CHEMBL1819545
CHEMBL1183505H-GS[Res_488]-[CTerm_1233] name=CHEMBL1183505
CHEMBL436795H-RRRWWWFGGGRRRWWWF-[NH2] name=CHEMBL436795
CHEMBL179084[acetyl]-DELI[Res_2201]C-OH name=CHEMBL179084
CHEMBL526877H-INRKRRLRW-OH name=CHEMBL526877
CHEMBL273818[NTerm_820]-VPV-[CTerm_279] name=CHEMBL273818
CHEMBL339127H-{d}[Res_2201]KDMQLGR-OH name=CHEMBL339127
CHEMBL1076980H-AELAALEAELAALEGKGTQMWWLLGKLAALKAKLAALKA-OH name=CHEMBL1076980
CHEMBL1336540[NTerm_626]-G[Res_1205]L-[NH2] name=CHEMBL1336540
CHEMBL2370088(cyclo)-[N(Me)Bmt(E)][Abu]G[MeLeu]V[MeLeu]A{d}A[MeLeu][MeLeu][MeVal]-(cyclo) name=CHEMBL2370088

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.