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)
CHEMBL506684[acetyl]-{d}A[Res_453]{d}[Res_733][Res_2649]-OH name=CHEMBL506684
CHEMBL1075842H-[Res_2358]GF[His(1-Trt)]-OH name=CHEMBL1075842
CHEMBL209571H-YED-OH name=CHEMBL209571
CHEMBL540514[NTerm_1577]-SKL-[CTerm_810] name=CHEMBL540514
CHEMBL334147H-{d}[Res_966]PF-[CTerm_1192] name=CHEMBL334147
CHEMBL196342H-RPKLVP-OH name=CHEMBL196342
CHEMBL81801[NTerm_700]-FL[Res_2719]-[CTerm_766] name=CHEMBL81801
CHEMBL363242[NTerm_1345]-VLTF-[CTerm_95] name=CHEMBL363242
CHEMBL1651724H-HFRWRQIKIWFQNRR{d}[Res_1579]KWKK-[NH2] name=CHEMBL1651724
CHEMBL386410H-FFGFTGARKSARK-[NH2] name=CHEMBL386410
CHEMBL506458[acetyl]-SVQPCQENQ-OH name=CHEMBL506458
CHEMBL409049H-YV[Res_3018](1)GH{d}FRWC(1)RFG-[NH2] name=CHEMBL409049
CHEMBL605624[acetyl]-WEEWDKKIEEYTKKIEELIKKSEEQQKKNEEELKK-[NH2] name=CHEMBL605624
CHEMBL153607H-{d}F{d}[Res_78]{d}R-[CTerm_1150] name=CHEMBL153607
CHEMBL265158H-TNIKTEEISEVNLLAEFR-OH name=CHEMBL265158
CHEMBL569917[NTerm_1463]-RVR-[CTerm_499] name=CHEMBL569917
CHEMBL407477H-{d}R{d}PKPQ{d}Q{d}FFG{d}LM-[NH2] name=CHEMBL407477
CHEMBL499493H-TAAERRRKKR[MeGly]-OH name=CHEMBL499493
CHEMBL2372181H-RPPGASPF-OH name=CHEMBL2372181
CHEMBL430349[acetyl]-{d}[Res_1340]{d}[Res_1788]{d}[Res_1343]S{d}[Res_2222]{d}[Res_2222]L[Res_2151]{d}P{d}A-[NH2] name=CHEMBL430349

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.