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)
CHEMBL352426[NTerm_887]-DAVD-[CTerm_274] name=CHEMBL352426
CHEMBL438276H-GLQGRLQRLLPASGNHAAGILTM-OH name=CHEMBL438276
CHEMBL577748H-YPF{d}A-[CTerm_1086] name=CHEMBL577748
CHEMBL1275813H-KKALLHHGLNC(1)AKGVLA-[NH2].H-KWKKALLHHGLNC(1)AKGVLA-[NH2] name=CHEMBL1275813
CHEMBL340627[NTerm_820]-VPV-[CTerm_47] name=CHEMBL340627
CHEMBL429024H-FGIPYNPQSQ-[NH2] name=CHEMBL429024
CHEMBL311299H-R[Res_1457]D-[CTerm_847] name=CHEMBL311299
CHEMBL2296606H-EY[Res_594]NGRKKRR-OH name=CHEMBL2296606
CHEMBL411827H-[Res_1873][Ser(SO3H)][Res_1873][Res_80]L[Res_80][Res_1873][Res_1873]-OH name=CHEMBL411827
CHEMBL308415[NTerm_820]-VPV-[CTerm_57] name=CHEMBL308415
CHEMBL2371848H-PHPFH{d}[Res_1444]IF-[NH2] name=CHEMBL2371848
CHEMBL424826(cyclo)-{d}PR[Res_1340]G{d}Y-(cyclo) name=CHEMBL424826
CHEMBL265901[NTerm_800]-PEPTA[Res_2161][Res_2834]EE-[NH2] name=CHEMBL265901
CHEMBL454717[NTerm_1145]-[Res_1700][MeVal]P[MeVal][MeVal][N(Me)Tyr(Me)]-[CTerm_369] name=CHEMBL454717
CHEMBL1162065[NTerm_19]-{d}[Res_1340]{d}[Res_1340][Res_245]-[NH2] name=CHEMBL1162065
CHEMBL275208[acetyl]-FPFY-[NH2] name=CHEMBL275208
CHEMBL84084(cyclo)-[Res_1337][Res_1296]-(cyclo) name=CHEMBL84084
CHEMBL2372774H-[MeGly]RVY[Res_357]HPA-OH name=CHEMBL2372774
CHEMBL413434H-MTLIGAAHNGSAQLLRQLRGQLGPPGSR-[NH2] name=CHEMBL413434
CHEMBL416176[NTerm_1161]-DTYA-OH name=CHEMBL416176

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.