Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling
Generation of three dimensional structures of macromolecules using in silico structural modeling technologies such as homology and de novo modeling has improved dramatically and increased the speed by which tertiary structures of organisms can be generated. This is especially the case if a homologou...
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doaj-2e49972aa46c40dbb59e9e89d719863f2020-11-24T22:49:14ZengElsevierActa Pharmaceutica Sinica B2211-38352211-38432017-01-01719710510.1016/j.apsb.2016.10.003Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modelingHarrison Ndung'u Mwangi0Peter Wagacha1Peterson Mathenge2Fredrick Sijenyi3Francis Mulaa4Center for Biotechnology and Bioinformatics, Chiromo Campus, University of Nairobi. HEP Bioinformatics Consultants Ltd., Nairobi, KenyaDepartment of Computing Informatics, University of Nairobi, Nairobi, KenyaDepartment of Computing Informatics, University of Nairobi, Nairobi, KenyaDNA Software, Inc., MI 48104, USADepartment of Biochemistry, Riverside Drive, Chiromo Campus, University of Nairobi, Nairobi, KenyaGeneration of three dimensional structures of macromolecules using in silico structural modeling technologies such as homology and de novo modeling has improved dramatically and increased the speed by which tertiary structures of organisms can be generated. This is especially the case if a homologous crystal structure is already available. High-resolution structures can be rapidly created using only their sequence information as input, a process that has the potential to increase the speed of scientific discovery. In this study, homology modeling and structure prediction tools such as RNA123 and SWISS–MODEL were used to generate the 40S ribosomal subunit from Plasmodium falciparum. This structure was modeled using the published crystal structure from Tetrahymena thermophila, a homologous eukaryote. In the absence of the Plasmodium falciparum 40S ribosomal crystal structure, the model accurately depicts a global topology, secondary and tertiary connections, and gives an overall root mean square deviation (RMSD) value of 3.9 Å relative to the template׳s crystal structure. Deviations are somewhat larger in areas with no homology between the templates. These results demonstrate that this approach has the power to identify motifs of interest in RNA and identify potential drug targets for macromolecules whose crystal structures are unknown. The results also show the utility of RNA homology modeling software for structure determination and lay the groundwork for applying this approach to larger and more complex eukaryotic ribosomes and other RNA-protein complexes. Structures generated from this study can be used in in silico screening experiments and lead to the determination of structures for targets/hit complexes.http://www.sciencedirect.com/science/article/pii/S2211383515300563Ribosome40S subunitRNA structurePlasmodium falciparum3D modelingDe novoHomology |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Harrison Ndung'u Mwangi Peter Wagacha Peterson Mathenge Fredrick Sijenyi Francis Mulaa |
spellingShingle |
Harrison Ndung'u Mwangi Peter Wagacha Peterson Mathenge Fredrick Sijenyi Francis Mulaa Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling Acta Pharmaceutica Sinica B Ribosome 40S subunit RNA structure Plasmodium falciparum 3D modeling De novo Homology |
author_facet |
Harrison Ndung'u Mwangi Peter Wagacha Peterson Mathenge Fredrick Sijenyi Francis Mulaa |
author_sort |
Harrison Ndung'u Mwangi |
title |
Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling |
title_short |
Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling |
title_full |
Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling |
title_fullStr |
Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling |
title_full_unstemmed |
Structure of the 40S ribosomal subunit of Plasmodium falciparum by homology and de novo modeling |
title_sort |
structure of the 40s ribosomal subunit of plasmodium falciparum by homology and de novo modeling |
publisher |
Elsevier |
series |
Acta Pharmaceutica Sinica B |
issn |
2211-3835 2211-3843 |
publishDate |
2017-01-01 |
description |
Generation of three dimensional structures of macromolecules using in silico structural modeling technologies such as homology and de novo modeling has improved dramatically and increased the speed by which tertiary structures of organisms can be generated. This is especially the case if a homologous crystal structure is already available. High-resolution structures can be rapidly created using only their sequence information as input, a process that has the potential to increase the speed of scientific discovery. In this study, homology modeling and structure prediction tools such as RNA123 and SWISS–MODEL were used to generate the 40S ribosomal subunit from Plasmodium falciparum. This structure was modeled using the published crystal structure from Tetrahymena thermophila, a homologous eukaryote. In the absence of the Plasmodium falciparum 40S ribosomal crystal structure, the model accurately depicts a global topology, secondary and tertiary connections, and gives an overall root mean square deviation (RMSD) value of 3.9 Å relative to the template׳s crystal structure. Deviations are somewhat larger in areas with no homology between the templates. These results demonstrate that this approach has the power to identify motifs of interest in RNA and identify potential drug targets for macromolecules whose crystal structures are unknown. The results also show the utility of RNA homology modeling software for structure determination and lay the groundwork for applying this approach to larger and more complex eukaryotic ribosomes and other RNA-protein complexes. Structures generated from this study can be used in in silico screening experiments and lead to the determination of structures for targets/hit complexes. |
topic |
Ribosome 40S subunit RNA structure Plasmodium falciparum 3D modeling De novo Homology |
url |
http://www.sciencedirect.com/science/article/pii/S2211383515300563 |
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