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)
CHEMBL1159677H-GD[Res_1788]EEI{d}PEE[Res_1873]LQ-OH name=CHEMBL1159677
CHEMBL2370324[acetyl]-{d}[Res_1340]S[Res_1384]{d}[Res_1384]LRP{d}A-[NH2] name=CHEMBL2370324
CHEMBL397176[NTerm_505]-{d}[Res_966]PFF-[CTerm_548] name=CHEMBL397176
CHEMBL1934533(cyclo)-V[Orn]L{d}F[Res_2760]V[Orn]L{d}FP-(cyclo) name=CHEMBL1934533
CHEMBL1080314[NTerm_1688]-AFQ-[CTerm_373] name=CHEMBL1080314
CHEMBL77356H-{d}[Res_1071]ARPAK-OH name=CHEMBL77356
CHEMBL301957H-FGGF-[NH2] name=CHEMBL301957
CHEMBL2371348[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}WS[Res_1510]{d}YLRP{d}A-[NH2] name=CHEMBL2371348
CHEMBL438242H-SQEPPISLDLTFHLLREVLAMTKADQLAQQAHSNRKLLDIA-[NH2] name=CHEMBL438242
CHEMBL507653H-FGGFTG{d}DRKKARK-[NH2] name=CHEMBL507653
CHEMBL383862H-HYINLITRQRY-[NH2] name=CHEMBL383862
CHEMBL2372778[NTerm_1625]-RVY[Res_1036]HP-[CTerm_889] name=CHEMBL2372778
CHEMBL1791279[acetyl]-{d}FLDIIW-OH name=CHEMBL1791279
CHEMBL1766935[NTerm_1616]-RPYIL-OH name=CHEMBL1766935
CHEMBL120264[NTerm_1688]-[MeVal][Res_1354][Asp(pyrrol-1-yl)][Res_791]-[CTerm_157] name=CHEMBL120264
CHEMBL413629H-EPQ[Res_14]EEIPIYL-OH name=CHEMBL413629
CHEMBL54278H-GGG-OH name=CHEMBL54278
CHEMBL439120H-NQLP[PhTyr]NELNLGRREE[PhTyr]DVLD-OH name=CHEMBL439120
CHEMBL355384[NTerm_585]-L[Res_1534]{d}N-OH name=CHEMBL355384
CHEMBL217377H-{d}FC(1){d}Y{d}WK{d}V{d}C(1)[Res_1340]-[NH2] name=CHEMBL217377

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.