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)
CHEMBL2163415H-HGHRRWWRF-OH name=CHEMBL2163415
CHEMBL2371880[NTerm_364]-D(cyclo1)[Res_1714]{d}FRWK(cyclo1)-[NH2] name=CHEMBL2371880
CHEMBL604209H-L[Res_1561][Res_1727]-OH name=CHEMBL604209
CHEMBL500709H-FYIGRL-OH name=CHEMBL500709
CHEMBL2112240(cyclo)-P[Res_625]{d}W[Res_2708]TF-(cyclo) name=CHEMBL2112240
CHEMBL313408H-Y{d}[Res_3018](1)G[Res_2054][Res_3018](1)-OH name=CHEMBL313408
CHEMBL414280H-{d}FPFVNQYV[Orn]L-[CTerm_585] name=CHEMBL414280
CHEMBL265400H-R{d}W{d}FI{d}FHKRT-[NH2] name=CHEMBL265400
CHEMBL2070374[NTerm_212]-GSQH[Res_1243][Nle]E(cyclo1)[Res_1418]{d}FRWK(cyclo1)-[NH2] name=CHEMBL2070374
CHEMBL2371090[NTerm_438]-GGG[Nle]-OH name=CHEMBL2371090
CHEMBL607436[acetyl]-[Res_2201]R{d}[Res_1700]{d}M[Res_2088]S[N(Me)Gly(tBu)]-[NH2] name=CHEMBL607436
CHEMBL1075925H-PEPTAPPEE-OH name=CHEMBL1075925
CHEMBL446384(cyclo)-APIVAAFTP-(cyclo) name=CHEMBL446384
CHEMBL410211[acetyl]-MWDFDDG{d}MPPADEDYSP-[NH2] name=CHEMBL410211
CHEMBL408281H-AQSGLGCNSFR-OH name=CHEMBL408281
CHEMBL1819558H-C(1)FI[Res_580]NC(1)P[Orn]G-[NH2] name=CHEMBL1819558
CHEMBL8072H-FPSKP-OH name=CHEMBL8072
CHEMBL1790705[NTerm_820]-[Res_351]VIM-[CTerm_810] name=CHEMBL1790705
CHEMBL427961H-YC(1)DGFYAC(1)YMDV-[NH2] name=CHEMBL427961
CHEMBL1790407[NTerm_774]-K[Res_1700]DPT-[CTerm_1132] name=CHEMBL1790407

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.