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)
CHEMBL194855[acetyl]-[PhTyr]LPQ-[CTerm_1086] name=CHEMBL194855
CHEMBL1169532[NTerm_363]-{d}V[Asp(pyrrol-1-yl)]{d}D{d}L-OH.[NTerm_1126]-{d}V[Asp(pyrrol-1-yl)]{d}D{d}L-OH name=CHEMBL1169532
CHEMBL1563112H-DAVPI-[NH2] name=CHEMBL1563112
CHEMBL2092730(cyclo)-PF{d}WFTF-(cyclo) name=CHEMBL2092730
CHEMBL134036H-A[Res_2708]R[Res_2201][Res_141][Res_851]-[NH2] name=CHEMBL134036
CHEMBL1915718[NTerm_621]-NQL-[Unknown_terminal_1] name=CHEMBL1915718 inline-mod=C-terminal,[Unknown_terminal_1],H1,QkNGTRECAeBsEQAAAAAAYCITAAAAAAEAARhSAgABGg==
CHEMBL349671H-{d}[PyGlu]{d}V{d}P-[NH2] name=CHEMBL349671
CHEMBL331408[NTerm_899]-WMDF-[NH2] name=CHEMBL331408
CHEMBL2369468H-[PyGlu][Res_1063]P-[NH2] name=CHEMBL2369468
CHEMBL1098999(cyclo)-{d}P{d}[Res_2851]V[Orn]L{d}P{d}[Res_2851]V[Orn]L-(cyclo) name=CHEMBL1098999
CHEMBL267860H-AG{d}C(1){d}KN{d}FA{d}WKTFTSC(1)-OH name=CHEMBL267860
CHEMBL1621001H-[Res_1700]VP-[CTerm_484] name=CHEMBL1621001
CHEMBL1076971H-AELAALEAELAALEGSRNQMYWLYGKLAALKAKLAALKA-OH name=CHEMBL1076971
CHEMBL186819H-AVP[Nle]Y-OH name=CHEMBL186819
CHEMBL2408013H-{d}[Res_966]{d}[Res_895]{d}[Res_1788]-[CTerm_1166] name=CHEMBL2408013
CHEMBL1791006(cyclo)-{d}TV{d}LWD-(cyclo) name=CHEMBL1791006
CHEMBL408388H-YMLDLQPET-OH name=CHEMBL408388
CHEMBL342660[NTerm_413]-VPV-[CTerm_1265] name=CHEMBL342660
CHEMBL34540H-HLDIIW-OH name=CHEMBL34540
CHEMBL2372805H-CCQLCCNPACTGC-OH name=CHEMBL2372805

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.