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)
CHEMBL2371285H-Y{d}[Nva]F[Orn]-[NH2] name=CHEMBL2371285
CHEMBL1097668[NTerm_154]-[MeVal][MeVal][MeVal][Res_1700]{d}[Res_733]-[NH2] name=CHEMBL1097668
CHEMBL2373043H-DRVYVHP[Res_258]-OH name=CHEMBL2373043
CHEMBL411159H-ACWWAGAKQEF-OH name=CHEMBL411159
CHEMBL415607H-RPKPQQFFGL{d}M-[NH2] name=CHEMBL415607
CHEMBL2370299H-{d}F[Res_3018](1){d}YW{d}KVC(1)T-[NH2] name=CHEMBL2370299
CHEMBL2369422H-SSGF{d}[Nva]C(1){d}RI{d}DRIGA{d}QSC(1)LG[Nva]NSFR-[NH2] name=CHEMBL2369422
CHEMBL310553[NTerm_1556]-KRKLFG-OH name=CHEMBL310553
CHEMBL1076383H-[PyGlu]GVC(1)C(2)GYKLC(2)[Res_2055][Res_2532]C(1)-OH name=CHEMBL1076383
CHEMBL1076029[NTerm_274]-YGY-[CTerm_246] name=CHEMBL1076029
CHEMBL2403218[acetyl]-RYYRWK-[NH2] name=CHEMBL2403218
CHEMBL358023[NTerm_625]-HVG{d}P-[CTerm_406] name=CHEMBL358023
CHEMBL2371726H-[PyGlu]QRYGNQWAVGHLM-[NH2] name=CHEMBL2371726
CHEMBL385223[acetyl]-{d}[Res_3018](1)YGS{d}F{d}C(1)KR-[NH2] name=CHEMBL385223
CHEMBL2180720[NTerm_700]-II{d}[Res_1979]-[CTerm_504] name=CHEMBL2180720
CHEMBL211472H-CKEHQ-OH name=CHEMBL211472
CHEMBL2369552H-DRVYIH[MeGly]-[NH2] name=CHEMBL2369552
CHEMBL438083[NTerm_1222]-DRDD[Res_2259]-OH name=CHEMBL438083
CHEMBL269145H-{d}C(1){d}YF{d}QNC(1){d}[HyPro]RG-OH name=CHEMBL269145
CHEMBL509368H-HS{d}DGIFTDSYSRYRKQMAVKKYLAAVL-[NH2] name=CHEMBL509368

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.