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.



ChEMBL ID contains
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20 randomly selected converted structures

ChEMBL IDChEMBL structureConverted sequence imageProteax PLN (Protein Line Notation)
CHEMBL1253453H-EKGKRGTSRNNNIHTNENNIY-OH name=CHEMBL1253453
CHEMBL327958[acetyl]-[PhTyr]VA-[CTerm_1056] name=CHEMBL327958
CHEMBL28968[acetyl]-{d}F[Res_625]R-[CTerm_586] name=CHEMBL28968
CHEMBL375360H-D[Res_1873]MGWMDF-OH name=CHEMBL375360
CHEMBL2414086[NTerm_1022]-WMEWDREINNYTSLIHSLIEESQNQQEKN-OH name=CHEMBL2414086
CHEMBL1076956H-AELAALEAELAALEGGKVAAWGFWGKLAALKAKLAALKA-OH name=CHEMBL1076956
CHEMBL1790568(cyclo)-{d}VG{d}TF{d}LY-(cyclo) name=CHEMBL1790568
CHEMBL2372443[NTerm_820]-GGL-[CTerm_1112] name=CHEMBL2372443
CHEMBL217439[acetyl]-DTEDVV{d}P-[CTerm_41] name=CHEMBL217439
CHEMBL2371779H-{d}[Res_966]{d}[Res_895]G-[NH2] name=CHEMBL2371779
CHEMBL2304016(cyclo)-[Res_708]{d}DP[Res_1354]{d}V-(cyclo) name=CHEMBL2304016
CHEMBL1631932[acetyl]-TK(cyclo1)ARKD(cyclo1)K(cyclo2)RKLD(cyclo2)-[NH2] name=CHEMBL1631932
CHEMBL1773876H-ISEVKMDAEFRH-[NH2] name=CHEMBL1773876
CHEMBL1923364H-EQEDEAEGDYFEWLE-OH name=CHEMBL1923364
CHEMBL130147H-SFLAR-[NH2] name=CHEMBL130147
CHEMBL266440H-{d}R{d}P{d}KPQ{d}QFFGLM-[NH2] name=CHEMBL266440
CHEMBL503261[acetyl]-SNWKWWPGIF-[NH2] name=CHEMBL503261
CHEMBL437081H-[Res_1340]{d}C(1){d}HW{d}KVC(1)[Res_1340]-[NH2] name=CHEMBL437081
CHEMBL267214H-[Res_3028](1)YFQN{d}C(1)PRG-[NH2] name=CHEMBL267214
CHEMBL1790160H-[MeGly]RVYIHG-[NH2] name=CHEMBL1790160

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.