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)
CHEMBL1627050H-Y[Res_200]G[Res_1593]P-[NH2] name=CHEMBL1627050
CHEMBL2086934[acetyl]-C(1){d}MPRLRGC(1)-[NH2] name=CHEMBL2086934
CHEMBL303028[NTerm_1347]-WL{d}D-[CTerm_444] name=CHEMBL303028
CHEMBL2369474H-{d}[Res_895]C(1)YWRT{d}[Res_3018](1)T-[NH2] name=CHEMBL2369474
CHEMBL59117[NTerm_820]-{d}H{d}[Res_2713][Res_488]AA-[NH2] name=CHEMBL59117
CHEMBL2178730[acetyl]-{d}RFG-[NH2] name=CHEMBL2178730
CHEMBL310366H-PVKARADL-OH name=CHEMBL310366
CHEMBL414709[NTerm_662]-T{d}A[Tyr(3-Cl)]V[Res_1418]TT[Res_2532][Res_2453]GT-[NH2] name=CHEMBL414709
CHEMBL506326H-{d}[Res_1788]{d}C(1){d}[Res_2785][Res_143]KTC(1)[Res_1340]-[NH2] name=CHEMBL506326
CHEMBL451839H-LRWWWIKRI-OH name=CHEMBL451839
CHEMBL1790876[NTerm_1123]-PIF-[CTerm_1155] name=CHEMBL1790876
CHEMBL2371452H-RVYIHPW-OH name=CHEMBL2371452
CHEMBL454745(cyclo)-GPFYVI-(cyclo) name=CHEMBL454745
CHEMBL1627085H-[Res_853][Res_853][Res_853][Res_853][Res_853][Res_853][Res_853][Res_853][Res_853][Res_853]-OH name=CHEMBL1627085
CHEMBL314602(cyclo)-{d}P{d}A{d}[Res_245]{d}DT{d}D-(cyclo) name=CHEMBL314602
CHEMBL2369569H-TPPTPSPS-[NH2] name=CHEMBL2369569
CHEMBL501230H-TPREAARKKR-OH name=CHEMBL501230
CHEMBL2396704[NTerm_219]-QHWSY{d}WLRPG-[NH2] name=CHEMBL2396704
CHEMBL410869[acetyl]-[Res_1601]KDIIW-OH name=CHEMBL410869
CHEMBL2370138H-RR[Res_1340]C(1)YRK{d}KPYR{d}[Res_2510]C(1)R-OH name=CHEMBL2370138

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.