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)
CHEMBL266640H-KLWKKWAKKWLKLWKAW-OH name=CHEMBL266640
CHEMBL500995H-QRF{d}[Res_3018]TGHFGGL[Res_1343]PCNGP-OH name=CHEMBL500995
CHEMBL2393414H-HQGCPFQPWDGLDEH-OH name=CHEMBL2393414
CHEMBL2372155H-RPPGFSP[Res_2201]-OH name=CHEMBL2372155
CHEMBL415171H-DFEEIPEEALQ-OH name=CHEMBL415171
CHEMBL100320[NTerm_1640]-LVR-[CTerm_1150] name=CHEMBL100320
CHEMBL265278H-R{d}PK{d}PQQFFG{d}LM-[NH2] name=CHEMBL265278
CHEMBL499501H-QRF{d}[Res_3018]TGHFGGL[Res_270]PCNGP-OH name=CHEMBL499501
CHEMBL414546H-[MeGly]{d}C(1)[Res_2141]I{d}QNC(1){d}PLG-[NH2] name=CHEMBL414546
CHEMBL371452[acetyl]-[PhTyr]LP{d}[Res_1579]T-[NH2] name=CHEMBL371452
CHEMBL3039863[acetyl]-[Res_1873]MGWM[Thr(SO3H)]F-[NH2] name=CHEMBL3039863
CHEMBL2440332[NTerm_1651]-RK[Nle]-[NH2] name=CHEMBL2440332
CHEMBL413846H-KPRPGQFFGLM-OH name=CHEMBL413846
CHEMBL1215182[acetyl]-K[MeLeu]V{d}[Res_733]F[Res_1700]-[NH2] name=CHEMBL1215182
CHEMBL413236H-RP{d}K{d}P{d}Q{d}QFFG{d}LM-[NH2] name=CHEMBL413236
CHEMBL1214977[NTerm_798]-C(1)PF-[CTerm_59].[NTerm_798]-C(1)PF-[CTerm_59] name=CHEMBL1214977
CHEMBL2062123[acetyl]-{d}PFH-[CTerm_646] name=CHEMBL2062123
CHEMBL525083(cyclo)-VKLKVK{d}YPLKVKL{d}YP-(cyclo) name=CHEMBL525083
CHEMBL3098339H-FGKEKKAWWRRRKWLK-[NH2] name=CHEMBL3098339
CHEMBL499037H-ALLLSAPRR-OH name=CHEMBL499037

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.