Mining the Toxoplasma gondii genome for microRNA regulatory patterns
tarafından
 
Acar, İlhan Erkin, author.

Başlık
Mining the Toxoplasma gondii genome for microRNA regulatory patterns

Yazar
Acar, İlhan Erkin, author.

Yazar Ek Girişi
Acar, İlhan Erkin, author.

Fiziksel Tanımlama
xiii, 46 leaves:+ 1 computer laser optical disc.

Özet
Toxoplasma gondii is a parasite that causes mental retardation, blindness or nearblindness, and decreased psycho-motor performance if the patient is congenitally infected. There have been efforts to vaccinate humans against this parasite, yet it was not achieved. Therefore, a better understanding of Toxoplasma gondii can be provided by examining its microRNA regulation. MicroRNAs are known to regulate messenger RNAs and prevent translation. This results in different effects in different biological pathways. In this study, the Toxoplasma gondii genome was used to predict precursor and mature microRNAs, while experimentally validated microRNAs were taken into consideration. This was further explored in terms of microRNA targeting, with the known genes of Toxoplasma gondii. Furthermore, RNA Sequencing data of this organism was obtained and analysed in terms of gene expression and possible microRNA expression outcomes. Combining gene expression analyses with targeting predictions, it was possible to create a microRNA - gene interaction network. Gene expression analyses showed that there was no differentially expressed genes, microRNAs or interactions between two developmental stages of Toxoplasma gondii, tachyzoite and bradyzoite. This result was added to interactions to determine up and down regulations. Then, all of these interactions were connected where they intersect, to create a regulation network of microRNAs. This network was further explored and compared to random networks of the same size. It was seen that the biological network contains many larger sized cliques. This knowledge can be further analysed in future work, to create drug leads that will target vital pathways of Toxoplasma gondii.

Konu Başlığı
Toxoplasma gondii.
 
MicroRNA.
 
Neural networks (Neurobiology).
 
Data mining.
 
Machine learning.

Yazar Ek Girişi
Allmer, Jens,

Tüzel Kişi Ek Girişi
İzmir Institute of Technology. Biotechnology.

Tek Biçim Eser Adı
Thesis (Master)--İzmir Institute of Technology: Biotechnology.
 
İzmir Institute of Technology: Biotechnology--Thesis (Master).

Elektronik Erişim
Access to Electronic Versiyon.


LibraryMateryal TürüDemirbaş NumarasıYer NumarasıDurumu/İade Tarihi
IYTE LibraryTezT001614QR201.T53 A16 2017Tez Koleksiyonu