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)
CHEMBL2011429[NTerm_67]-[Res_1760]AG-OH name=CHEMBL2011429
CHEMBL99285[NTerm_1386]-ALSD-[NH2] name=CHEMBL99285
CHEMBL2374898[NTerm_1593]-P{d}[MeLeu][Res_1475]-[CTerm_810] name=CHEMBL2374898
CHEMBL2369954H-{d}RRP{d}[Res_1508]G[Res_2944]S[Res_895][Res_895]R-OH name=CHEMBL2369954
CHEMBL279185[NTerm_1267]-{d}R{d}R{d}R{d}R{d}R{d}R-[NH2] name=CHEMBL279185
CHEMBL410769H-AA{d}C(1){d}KN{d}FF{d}WKTFTSC(1)-OH name=CHEMBL410769
CHEMBL28654H-[Res_1625]H{d}P-[NH2] name=CHEMBL28654
CHEMBL385183H-{d}[PyGlu]W{d}PG{d}PQIP{d}P-OH name=CHEMBL385183
CHEMBL406811H-SS{d}C(1)A{d}YGG{d}RI{d}DRI{d}C(1){d}F{d}R-OH name=CHEMBL406811
CHEMBL366979H-{d}FPFCNQYV[Orn]L-[CTerm_585] name=CHEMBL366979
CHEMBL425794H-[MeGly]RV{d}FIH{d}PF-OH name=CHEMBL425794
CHEMBL414082[NTerm_1115]-[Res_1724]LDIIW-OH name=CHEMBL414082
CHEMBL583278H-Y{d}C(1)F[Res_1340]C(1)-[NH2] name=CHEMBL583278
CHEMBL1170633[NTerm_1034]-RPY[Res_1354]L-OH name=CHEMBL1170633
CHEMBL1085209H-VDKPPYLPRPRPPRRIYN-OH name=CHEMBL1085209
CHEMBL1796771H-L[Res_2109]A-OH name=CHEMBL1796771
CHEMBL2415002H-[Res_1700][Res_1354][Res_576]-[CTerm_866] name=CHEMBL2415002
CHEMBL1645522H-[Res_591]{d}SVV-[CTerm_159] name=CHEMBL1645522
CHEMBL229689[NTerm_700]-[Res_1354][Res_1037][Res_1514]-[CTerm_405] name=CHEMBL229689
CHEMBL426885[acetyl]-HPI-OH name=CHEMBL426885

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.