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)
CHEMBL285095[NTerm_422]-F[Res_2867][Res_2201]-[CTerm_631] name=CHEMBL285095
CHEMBL2096761H-[Res_733]P[Res_237]-[CTerm_828] name=CHEMBL2096761
CHEMBL411138H-HAEGTFTSDVSSYLEGQAA[Res_1752]EFIAWLVRGRG-OH name=CHEMBL411138
CHEMBL2103754H-HSDGTFTSELSRLRESARLQRLLQGLV-[NH2] name=CHEMBL2103754
CHEMBL2369442[acetyl]-[Res_1365]RAMASL-[NH2] name=CHEMBL2369442
CHEMBL510519H-GC(1)C(2)SLPPC(1)ALNNPDYC(2)-OH name=CHEMBL510519
CHEMBL569696[NTerm_1010]-H{d}F{d}R-[NH2] name=CHEMBL569696
CHEMBL420318H-LFQPQRF-[NH2] name=CHEMBL420318
CHEMBL2181197H-{d}[Res_966]{d}RF[N(Me)Nle]-[NH2] name=CHEMBL2181197
CHEMBL509495[NTerm_1078]-YV{d}A-OH name=CHEMBL509495
CHEMBL300473H-KPYAL-OH name=CHEMBL300473
CHEMBL2373078[NTerm_1061]-GSGQWAVGHL{d}M-[NH2] name=CHEMBL2373078
CHEMBL529833[NTerm_840]-[Res_1869][Res_829][Res_1135][Res_594]LL[Res_594][Res_594]-[CTerm_1123] name=CHEMBL529833
CHEMBL525272H-ILRVISKRR-OH name=CHEMBL525272
CHEMBL510186H-{d}AAPAAAAGAVV-[NH2] name=CHEMBL510186
CHEMBL1346251[NTerm_820]-FGA-[NH2] name=CHEMBL1346251
CHEMBL2373264H-SSC(1){d}FGGRIDRIG{d}AQ{d}SG{d}LG{d}C(1)NSFR-[NH2] name=CHEMBL2373264
CHEMBL427603[NTerm_464]-WSY[Res_324]LR{d}P-[CTerm_258] name=CHEMBL427603
CHEMBL3086653H-LLPR[Res_2480]ANGSSFVTV-OH name=CHEMBL3086653
CHEMBL2170240[NTerm_766]-GDFEEIPEE[Res_1873]LQ-OH name=CHEMBL2170240

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.