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)
CHEMBL1645514H-{d}[Res_403]VL-[CTerm_21] name=CHEMBL1645514
CHEMBL2372150H-RPPGFSPA-OH name=CHEMBL2372150
CHEMBL1626205H-[Res_1700]{d}[Res_1036]P-[CTerm_1096] name=CHEMBL1626205
CHEMBL2371310[acetyl]-{d}[Res_1788]{d}[Res_1788]{d}WSY[Res_312]LRPG-[NH2] name=CHEMBL2371310
CHEMBL1084461[NTerm_809]-VHPKPAQP-[NH2] name=CHEMBL1084461
CHEMBL2370058[NTerm_700]-RA{d}WF{d}PP-[CTerm_1155] name=CHEMBL2370058
CHEMBL577345H-H[Res_594]EGT[aMePhe(2-F)]TSD[Phe(4-Ph(2-Et,4-OMe))][Phe(4-Ph(2-Me))]-[NH2] name=CHEMBL577345
CHEMBL2347503H-KPRPDQFYGLM-[NH2] name=CHEMBL2347503
CHEMBL339389H-{d}RR[Res_771]S[Res_895][Res_1478]-OH name=CHEMBL339389
CHEMBL83811H-FFH-[NH2] name=CHEMBL83811
CHEMBL407822H-[Res_2495][Res_1849][Res_2947]LR-[NH2] name=CHEMBL407822
CHEMBL1836969H-GC(1)C(2)SDPRC(1)RYRC(2)-OH name=CHEMBL1836969
CHEMBL507103H-LQSEDKAIRTIMEFLAFLHLKEAGAL-OH name=CHEMBL507103
CHEMBL1162089[acetyl]-[Res_2063][Res_1282][Res_2063]-[NH2] name=CHEMBL1162089
CHEMBL427590H-[Res_2531]GKRKKKGKLGKKRPRSRC-OH name=CHEMBL427590
CHEMBL556395[NTerm_929]-T{d}A[Res_605]V[Res_1418]TT[Res_2532][Res_2453]GT-[NH2] name=CHEMBL556395
CHEMBL2371371[NTerm_1419]-II[Hse]-OH name=CHEMBL2371371
CHEMBL364819H-GQLDLAD-OH name=CHEMBL364819
CHEMBL82007[acetyl]-LNTSL-[NH2] name=CHEMBL82007
CHEMBL212082H-FVRTH-OH name=CHEMBL212082

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.