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)
CHEMBL409171H-{d}C(1){d}SC(2){d}SS{d}LM{d}DK{d}EC(2){d}VY{d}F{d}C(1)HLDAIW-OH name=CHEMBL409171
CHEMBL583572[NTerm_820]-SSK[Res_1316]L-[Unknown_terminal_1] name=CHEMBL583572 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAT/mGADy/rcAv5saAPL+twEAARhSAgABGg==
CHEMBL502751(cyclo)-PF[Res_2526]A{d}[Res_1579]AI-(cyclo) name=CHEMBL502751
CHEMBL383931H-[Res_469]ATPK{d}[Res_1979]G-OH name=CHEMBL383931
CHEMBL294134H-YQGFL-OH name=CHEMBL294134
CHEMBL1631572H-AIFILAS-OH name=CHEMBL1631572
CHEMBL411271[NTerm_700]-[Res_1873][Nle]GW[N(Me)Nle]DF-[NH2] name=CHEMBL411271
CHEMBL2382088[NTerm_820]-KFK-[CTerm_1072] name=CHEMBL2382088
CHEMBL114684H-[Res_2643]PR-[CTerm_364] name=CHEMBL114684
CHEMBL265501[acetyl]-FCSDYCKYL-[NH2] name=CHEMBL265501
CHEMBL286430H-[Res_204][Res_2201]KF-[NH2] name=CHEMBL286430
CHEMBL425992[NTerm_672]-[Res_2601]{d}FRW-[CTerm_629] name=CHEMBL425992
CHEMBL118986H-ALAKAAAAM-OH name=CHEMBL118986
CHEMBL385189H-[MeGly]RVYIHP[Res_2944]-OH name=CHEMBL385189
CHEMBL241237[NTerm_247]-WAY-[CTerm_810] name=CHEMBL241237
CHEMBL1531605H-[Res_1700]VP-[CTerm_996] name=CHEMBL1531605
CHEMBL1081932[NTerm_1196]-SFS-[CTerm_278] name=CHEMBL1081932
CHEMBL344255[NTerm_820]-{d}YFG-OH name=CHEMBL344255
CHEMBL339523H-WQMG{d}HS-OH name=CHEMBL339523
CHEMBL454186(cyclo)-PYPIFPL-(cyclo) name=CHEMBL454186

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.