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)
CHEMBL2370172[acetyl]-D{d}DIVP{d}[Nva]-[CTerm_1155] name=CHEMBL2370172
CHEMBL500187H-HA[Res_725]GTFTSDVSSYLGEGQAAKEFIAWLVKGR-[NH2] name=CHEMBL500187
CHEMBL525820H-[PyGlu]QRTGNQWAVGHLM-[NH2] name=CHEMBL525820
CHEMBL55904H-AAL-OH name=CHEMBL55904
CHEMBL1808921[NTerm_1463]-RER-[CTerm_806] name=CHEMBL1808921
CHEMBL1185365H-[Res_2364]SRRARRSPRHLGSGC-OH name=CHEMBL1185365
CHEMBL1808909[NTerm_1463]-RCR-[CTerm_806] name=CHEMBL1808909
CHEMBL2370943H-T[Res_1371]PR-OH name=CHEMBL2370943
CHEMBL130190[NTerm_819]-VPF-[CTerm_707] name=CHEMBL130190
CHEMBL412698[acetyl]-ASLRHYLNWVTRQRY-[NH2] name=CHEMBL412698
CHEMBL576916H-HAEGTFTSD[Phe(4-Ph(2-Me))][Res_2354]-[NH2] name=CHEMBL576916
CHEMBL426020H-D{d}C(1)FWKYC(1)V-OH name=CHEMBL426020
CHEMBL2028939H-[MeGly]RVY[Res_1211]HPI-OH name=CHEMBL2028939
CHEMBL2369887H-{d}C(1){d}FI{d}QNC(1){d}PR{d}[Res_1015]-[NH2] name=CHEMBL2369887
CHEMBL1790437(cyclo)-P{d}F{d}W{d}KTA-(cyclo) name=CHEMBL1790437
CHEMBL414515H-ARYYSALR{d}HYINLITRQRY-[NH2] name=CHEMBL414515
CHEMBL1255704H-LQLLKQLLKLLKQFSATFIKHFIHRF-[NH2] name=CHEMBL1255704
CHEMBL508010H-TPQRERRRKKRG-OH name=CHEMBL508010
CHEMBL225294(cyclo)-FLK{d}VL-(cyclo) name=CHEMBL225294
CHEMBL1770807H-WGP-OH name=CHEMBL1770807

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.