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...

Full description

Bibliographic Details
Main Authors: Harrison Ndung'u Mwangi, Peter Wagacha, Peterson Mathenge, Fredrick Sijenyi, Francis Mulaa
Format: Article
Language:English
Published: Elsevier 2017-01-01
Series:Acta Pharmaceutica Sinica B
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211383515300563
id doaj-2e49972aa46c40dbb59e9e89d719863f
record_format Article
spelling 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
work_keys_str_mv AT harrisonndungumwangi structureofthe40sribosomalsubunitofplasmodiumfalciparumbyhomologyanddenovomodeling
AT peterwagacha structureofthe40sribosomalsubunitofplasmodiumfalciparumbyhomologyanddenovomodeling
AT petersonmathenge structureofthe40sribosomalsubunitofplasmodiumfalciparumbyhomologyanddenovomodeling
AT fredricksijenyi structureofthe40sribosomalsubunitofplasmodiumfalciparumbyhomologyanddenovomodeling
AT francismulaa structureofthe40sribosomalsubunitofplasmodiumfalciparumbyhomologyanddenovomodeling
_version_ 1725676635490877440