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)
CHEMBL2371280H-C(1)YIQNC(1)PLG-[CTerm_450] name=CHEMBL2371280
CHEMBL415402[NTerm_799]-AL{d}C(1){d}DN{d}PRID{d}RW{d}Y{d}C(1)QFVEG-[NH2] name=CHEMBL415402
CHEMBL2369870H-Y{d}DGF[Res_2742]RRIRPKLK-[NH2] name=CHEMBL2369870
CHEMBL157404[NTerm_469]-AAP-[CTerm_915] name=CHEMBL157404
CHEMBL1089670H-RPR[Nva]Y{d}[Res_403][Res_2875]-[NH2] name=CHEMBL1089670
CHEMBL386680H-{d}R{d}PK{d}P{d}QQ{d}FFGLM-[NH2] name=CHEMBL386680
CHEMBL265837H-[Res_2822]QLTVWGIKQLQARI-OH name=CHEMBL265837
CHEMBL1160099H-GDFEEI[MeGly]EE[Res_1873]LQ-OH name=CHEMBL1160099
CHEMBL500280H-HADGIFTDSYSRYRKQMAVKKYLAAVLGKRYKQRVKNK-[NH2] name=CHEMBL500280
CHEMBL322610[acetyl]-H[Res_2054]RW-[NH2] name=CHEMBL322610
CHEMBL2079559H-[Phe(3-Ph)]{d}C(1)[Res_1343]{d}WKVC(1)[Res_1340]-[NH2] name=CHEMBL2079559
CHEMBL1336540[NTerm_626]-G[Res_1205]L-[NH2] name=CHEMBL1336540
CHEMBL450040[NTerm_767]-RGDV-OH name=CHEMBL450040
CHEMBL2371427H-DRVYIKPF-OH name=CHEMBL2371427
CHEMBL339157H-[Res_1700]FLLR-[NH2] name=CHEMBL339157
CHEMBL28434H-VALPRG-OH name=CHEMBL28434
CHEMBL2012804H-PFVFLR-OH name=CHEMBL2012804
CHEMBL1098333H-KKGSITEDLRIVNDLEPLDY-OH name=CHEMBL1098333
CHEMBL2371849H-PHPFH-[CTerm_255] name=CHEMBL2371849
CHEMBL312916[acetyl]-{d}FIIW-OH name=CHEMBL312916

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.