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)
CHEMBL1089635[NTerm_852]-TFFYGGSRG[Res_735]RNNF[Res_735]TEEY-OH name=CHEMBL1089635
CHEMBL415808[acetyl]-{d}[Res_3002]A[Res_594][Res_594]L[Res_594]Q[Res_594][Res_594][Res_594]QL[Res_594]Q-[CTerm_1253] name=CHEMBL415808
CHEMBL1766940H-KKPYI[Res_1075]-OH name=CHEMBL1766940
CHEMBL438285H-{d}C(1){d}FFWKFC(1)-OH name=CHEMBL438285
CHEMBL414285H-RLYELLHAAGNHAAGILTL-[NH2] name=CHEMBL414285
CHEMBL413907[acetyl]-WA[Res_594][Res_594]L[Res_594]Q[Res_594][Res_594]AQL[Res_594]Q-[CTerm_1253] name=CHEMBL413907
CHEMBL205452H-{d}[Res_419]KP-OH name=CHEMBL205452
CHEMBL399641(cyclo)-{d}F{d}L{d}L{d}V{d}[MeLeu]-(cyclo) name=CHEMBL399641
CHEMBL3126399[acetyl]-RARRRKK-[CTerm_806] name=CHEMBL3126399
CHEMBL1170224H-FKP[Res_2201]AR-OH name=CHEMBL1170224
CHEMBL418124[NTerm_700]-Q[Res_1789]F-[CTerm_1005] name=CHEMBL418124
CHEMBL1790586(cyclo)-[Res_78][Res_871][Res_2141]I-(cyclo) name=CHEMBL1790586
CHEMBL444486H-TPQRARRRKKR{d}R-OH name=CHEMBL444486
CHEMBL1076062[NTerm_67]-YYY-[CTerm_810] name=CHEMBL1076062
CHEMBL2013174[NTerm_244]-[Res_1354][Res_1188][Res_2197]-OH name=CHEMBL2013174
CHEMBL138356[acetyl]-H[Res_2558]RW-[NH2] name=CHEMBL138356
CHEMBL84267[NTerm_820]-FHF-[NH2] name=CHEMBL84267
CHEMBL504003H-RF{d}[Res_3018]TG{d}[Res_1276]FG[MeGly][MeLeu]YPC-OH name=CHEMBL504003
CHEMBL333432H-CLTSTVQLV-OH name=CHEMBL333432
CHEMBL261159H-LLEYVM-OH name=CHEMBL261159

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.