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)
CHEMBL2373002H-RR{d}[Res_2506]{d}C(1){d}Y{d}[Res_2510]{d}KK{d}PYR{d}[Res_2510]{d}C(1)R-OH name=CHEMBL2373002
CHEMBL408643[NTerm_621]-[Res_1993]SKKKK-[NH2] name=CHEMBL408643
CHEMBL544562[NTerm_1185]-VFM-OH name=CHEMBL544562
CHEMBL139242[NTerm_1073]-{d}[Res_2201]PK-[CTerm_626] name=CHEMBL139242
CHEMBL1253413H-FMQNETFKKNIDDKIKEMNNY-OH name=CHEMBL1253413
CHEMBL262746H-FC(1)FWKTC(1)-[CTerm_1172] name=CHEMBL262746
CHEMBL1790641[acetyl]-T[N(Me)Gln]ITWV-OH name=CHEMBL1790641
CHEMBL104915[acetyl]-PFRSVQ-[NH2] name=CHEMBL104915
CHEMBL413824(cyclo)-[Res_1479]SG[Res_2310][Res_1525][Res_2072]-(cyclo) name=CHEMBL413824
CHEMBL409372H-GIGKFLHSAGKFGKAFVGEIMKS-OH name=CHEMBL409372
CHEMBL2311176(cyclo)-A{d}A[Res_1206]{d}P-(cyclo) name=CHEMBL2311176
CHEMBL2251919[acetyl]-HRKKWFW-[NH2] name=CHEMBL2251919
CHEMBL1797525[NTerm_68]-{d}FF[Res_141]-[CTerm_906] name=CHEMBL1797525
CHEMBL2086955[acetyl]-{d}[Res_3018](1)MPRLRGC(1)-[NH2] name=CHEMBL2086955
CHEMBL408037[NTerm_662]-T{d}A[Tyr(3-NO2)]V[Res_1418]TT[Res_2532][Res_2453]GT-[NH2] name=CHEMBL408037
CHEMBL2062124[acetyl]-HPFH-[CTerm_231] name=CHEMBL2062124
CHEMBL409117H-[Res_1706]LDT-[NH2] name=CHEMBL409117
CHEMBL436718[NTerm_1559]-SRRRRRR-OH name=CHEMBL436718
CHEMBL1997067[NTerm_1136]-FIL-[CTerm_810] name=CHEMBL1997067
CHEMBL599356[NTerm_700]-FV{d}[Res_2542]-[CTerm_1112] name=CHEMBL599356

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.