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)
CHEMBL2371250H-AAPA-OH name=CHEMBL2371250
CHEMBL302961[NTerm_820]-VPV-[CTerm_161] name=CHEMBL302961
CHEMBL3085439[NTerm_495]-VPV-[CTerm_707] name=CHEMBL3085439
CHEMBL307573[NTerm_820]-VGD-OH name=CHEMBL307573
CHEMBL229604[NTerm_700]-[Res_2713]LW-[CTerm_1084] name=CHEMBL229604
CHEMBL2362008H-YAG{d}[Res_733]-[CTerm_1052] name=CHEMBL2362008
CHEMBL18113[NTerm_1062]-VV[Res_1620]DL-OH name=CHEMBL18113
CHEMBL428824H-[PyGlu]GPPISIDLPF[Res_625]LLRKMIEIEKQEKEKQQAANNRLLLDTI-OH name=CHEMBL428824
CHEMBL149091[acetyl]-{d}FADIIW-OH name=CHEMBL149091
CHEMBL2022063H-[PyGlu]HW[Res_811]HDW[Res_2177]PG-[NH2] name=CHEMBL2022063
CHEMBL2163459[NTerm_1695]-AW{d}FK-[NH2] name=CHEMBL2163459
CHEMBL2370336H-SVSEIQLMHNLGKHLNSMERVEWLRKKLQDVHNFVA-[NH2] name=CHEMBL2370336
CHEMBL1182948H-Y{d}RG-[CTerm_987] name=CHEMBL1182948
CHEMBL2373515[acetyl]-YR{d}C(1){d}EHFR{d}W{d}C(1)SPPKD-[NH2] name=CHEMBL2373515
CHEMBL424646H-{d}A{d}[Res_23]{d}A-[CTerm_1213] name=CHEMBL424646
CHEMBL1170435H-F[Res_670]TLAR-OH name=CHEMBL1170435
CHEMBL1688529(cyclo)-[N(Me)Bmt(E)][Abu][MeGly][Res_386]V[MeLeu]A{d}A[MeLeu][MeLeu][MeVal]-(cyclo) name=CHEMBL1688529
CHEMBL2022233H-QR[Res_472]SR-OH name=CHEMBL2022233
CHEMBL332789H-KQK-OH name=CHEMBL332789
CHEMBL1255684H-LIKHILHRLGGGFHFHLHF-[NH2] name=CHEMBL1255684

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.