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)
CHEMBL2369735H-[Res_1788]C(1)[Res_1343]{d}W[Res_821]{d}T{d}C(1)W-[NH2] name=CHEMBL2369735
CHEMBL331255H-{d}[Res_966]PF-[CTerm_195] name=CHEMBL331255
CHEMBL1288496(cyclo)-[Res_2558]SIPPICFPDGRCT-(cyclo) name=CHEMBL1288496
CHEMBL1688635[NTerm_1300]-EAAA-OH name=CHEMBL1688635
CHEMBL2304079H-RPKP{d}VVFFGL{d}M-[CTerm_810] name=CHEMBL2304079
CHEMBL31621[NTerm_1362]-F[Gly(CO2Me)][Res_2201]-[CTerm_170] name=CHEMBL31621
CHEMBL564586H-RLRRIVVIRVAR-[NH2] name=CHEMBL564586
CHEMBL407259H-R{d}PK{d}P{d}QQ{d}F{d}FG{d}LM-[NH2] name=CHEMBL407259
CHEMBL2372385H-FFGL{d}M-[NH2] name=CHEMBL2372385
CHEMBL2372009H-KL{d}[Res_895][Res_2465]GK{d}[Res_895][Res_2465]GF{d}[Res_895][Res_2465]GK{d}[Res_895]KKKK-[NH2] name=CHEMBL2372009
CHEMBL1800391H-R[Res_2700]R[Nva]Y{d}[Res_403][Res_1667][Res_2195]-[NH2] name=CHEMBL1800391
CHEMBL295942[acetyl]-VHAGP[Res_245]{d}A-[NH2] name=CHEMBL295942
CHEMBL2372755[NTerm_808]-EPI[Abu]-OH name=CHEMBL2372755
CHEMBL13625H-Y{d}RG-[CTerm_724] name=CHEMBL13625
CHEMBL556598[NTerm_1575]-EQRLGNQWAVGHFM-[NH2] name=CHEMBL556598
CHEMBL501073[acetyl]-ARASHLGLAR-[CTerm_904] name=CHEMBL501073
CHEMBL315765[NTerm_820]-{d}[Res_2336][Res_1762]L-[NH2] name=CHEMBL315765
CHEMBL525419H-HSDGIFADSYSRYRKQMAVKKYLAAVLGKRYKQRVKNK-[NH2] name=CHEMBL525419
CHEMBL80527[NTerm_600]-[Res_583]VAL-[NH2] name=CHEMBL80527
CHEMBL501380H-KSTGG[Res_2503]APRKQ-OH name=CHEMBL501380

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.