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)
CHEMBL133187[acetyl]-GVVNA-[CTerm_707] name=CHEMBL133187
CHEMBL1500132[NTerm_820]-GGP-[CTerm_663] name=CHEMBL1500132
CHEMBL542189[NTerm_82]-VFM-OH name=CHEMBL542189
CHEMBL100320[NTerm_1640]-LVR-[CTerm_1150] name=CHEMBL100320
CHEMBL302523H-Y{d}[Res_434]GFM-[NH2] name=CHEMBL302523
CHEMBL414029H-RRPYAIL-OH name=CHEMBL414029
CHEMBL2371961H-{d}RRP[Res_1418]GFS[Res_1297]-[CTerm_886] name=CHEMBL2371961
CHEMBL3125899H-[Res_2494]KKKKGSGIEPHDWTKNITDKIDQIIHDFVDK-OH name=CHEMBL3125899
CHEMBL435925[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_1866]{d}[Res_1340]L[Res_2151]P{d}A-[NH2] name=CHEMBL435925
CHEMBL524356H-GGGGGGTPRARRRKKRY-OH name=CHEMBL524356
CHEMBL1689396[acetyl]-LTF[Res_2958]HYW[Res_1400]RLRS-[NH2] name=CHEMBL1689396
CHEMBL2372639H-[Res_1820][Nva]{d}[Res_510]-[NH2] name=CHEMBL2372639
CHEMBL337119H-YGGFMY-[NH2] name=CHEMBL337119
CHEMBL319814[NTerm_700]-W[Res_1656]DF-[NH2] name=CHEMBL319814
CHEMBL412215H-{d}[Res_2770]C(1)YWRT[Res_3018](1)T-[NH2] name=CHEMBL412215
CHEMBL2369713[acetyl]-[Res_1724]LNPIW-OH name=CHEMBL2369713
CHEMBL290525H-RWRW-[CTerm_663] name=CHEMBL290525
CHEMBL407671[NTerm_995]-GGFTGARKSARK-[NH2] name=CHEMBL407671
CHEMBL2373977H-SSC(1){d}FGGRID{d}RIGA{d}QSGLC(1)SNSFR-[NH2] name=CHEMBL2373977
CHEMBL408143[acetyl]-[Res_2813][Res_2813][Res_2813]-[CTerm_388] name=CHEMBL408143

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.