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)
CHEMBL2147793H-C(1)YNPTTYQ[Nle]C(1)-OH name=CHEMBL2147793
CHEMBL44030[NTerm_820]-FVR-[CTerm_904] name=CHEMBL44030
CHEMBL384718(cyclo)-[MeBmt][Abu][MeGly]{d}[MeLeu]{d}V[MeLeu]A{d}A{d}[MeLeu][MeLeu][MeVal]-(cyclo) name=CHEMBL384718
CHEMBL1630529[acetyl]-P[Res_2789]LDE[Res_2789]REKLNE[Res_2789]LEALKQ[Res_2789]LK-[NH2] name=CHEMBL1630529
CHEMBL2393413H-AGAKISIMTYSEFKH-OH name=CHEMBL2393413
CHEMBL262405H-SS{d}C(1)FGG{d}RI{d}DRI{d}C(1){d}N{d}S-OH name=CHEMBL262405
CHEMBL67687[NTerm_438]-GGG-[CTerm_663] name=CHEMBL67687
CHEMBL2370259H-IIWWLD-OH name=CHEMBL2370259
CHEMBL395014H-LKKLIRLFTKLLKL-OH name=CHEMBL395014
CHEMBL305127[acetyl]-[Res_1601]LKGIW-OH name=CHEMBL305127
CHEMBL1790289[acetyl]-DVIVPC-OH name=CHEMBL1790289
CHEMBL268795H-HARWGKFV-[NH2] name=CHEMBL268795
CHEMBL501301H-C(1)C(2){d}NC(3)SSKWC(1)RDHSAC(2)C(3)-[NH2] name=CHEMBL501301
CHEMBL394301(cyclo)-{d}[Res_1700][Res_737]I[Res_1700][MeLeu]L[Res_1700]-(cyclo) name=CHEMBL394301
CHEMBL505501H-QRF[Res_3018]TGH[Res_625]GGLYP{d}CNGP-OH name=CHEMBL505501
CHEMBL526912H-TPREAAAKKRV-OH name=CHEMBL526912
CHEMBL392400H-R[Res_1379]R-[NH2] name=CHEMBL392400
CHEMBL2371648[NTerm_700]-PRG-[NH2] name=CHEMBL2371648
CHEMBL426020H-D{d}C(1)FWKYC(1)V-OH name=CHEMBL426020
CHEMBL241786[NTerm_766]-PQP[Res_1126]LPF-OH name=CHEMBL241786

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.