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)
CHEMBL583506(cyclo)-{d}L{d}VLFL{d}L{d}VLFL-(cyclo) name=CHEMBL583506
CHEMBL411736H-GCCSLPPCALSNPDYC-[NH2] name=CHEMBL411736
CHEMBL2370684H-[MeVal][Nva][Nva]-[CTerm_543] name=CHEMBL2370684
CHEMBL446203H-TPQRARRRKKR[Cys(Me)]-OH name=CHEMBL446203
CHEMBL609593H-GCCSHPACAGNNQHIC-OH name=CHEMBL609593
CHEMBL2372887H-FGFTGARKSARK-[NH2] name=CHEMBL2372887
CHEMBL453406(cyclo)-NP{d}[Res_1504]LYPI-(cyclo) name=CHEMBL453406
CHEMBL2087396[acetyl]-{d}C(1)M{d}[Res_1297]RLRGC(1)-[NH2] name=CHEMBL2087396
CHEMBL337470H-YGGFA-OH name=CHEMBL337470
CHEMBL2370961[acetyl]-[Res_510]FLLR-[NH2] name=CHEMBL2370961
CHEMBL264766[acetyl]-[Res_1340]SY[Res_1340]L[Res_2151]P{d}A-[NH2] name=CHEMBL264766
CHEMBL384107H-{d}R{d}PK{d}P{d}Q{d}QF{d}FG{d}LM-[NH2] name=CHEMBL384107
CHEMBL116185H-QPQRF-[NH2] name=CHEMBL116185
CHEMBL114680H-PFR-OH name=CHEMBL114680
CHEMBL2370461H-YC(1)A[Res_1418]C(1)-OH name=CHEMBL2370461
CHEMBL407346H-YC(1)R{d}FF{d}NA{d}F{d}C(1)Y-OH name=CHEMBL407346
CHEMBL1414832H-[Res_1700]VS-[CTerm_1096] name=CHEMBL1414832
CHEMBL2440180[NTerm_14]-RK[Nle]-[NH2] name=CHEMBL2440180
CHEMBL427784H-TTWEAWDRAIAEYAARIEALIRALQEQQQKNEAALREL-OH name=CHEMBL427784
CHEMBL578317[acetyl]-WTLNSAGYLLGPKK{d}[Res_9]K-[NH2] name=CHEMBL578317

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.