Show/Hide Menu
Hide/Show Apps
Logout
Türkçe
Türkçe
Search
Search
Login
Login
OpenMETU
OpenMETU
About
About
Open Science Policy
Open Science Policy
Open Access Guideline
Open Access Guideline
Postgraduate Thesis Guideline
Postgraduate Thesis Guideline
Communities & Collections
Communities & Collections
Help
Help
Frequently Asked Questions
Frequently Asked Questions
Guides
Guides
Thesis submission
Thesis submission
MS without thesis term project submission
MS without thesis term project submission
Publication submission with DOI
Publication submission with DOI
Publication submission
Publication submission
Supporting Information
Supporting Information
General Information
General Information
Copyright, Embargo and License
Copyright, Embargo and License
Contact us
Contact us
Characterization of molecular-level changes due to MicroRNA-125B expression in breast cancer cells by spectroscopic and chemometric analysis techniques
Download
index.pdf
Date
2015
Author
Şimşek Özek, Nihal
Metadata
Show full item record
Item Usage Stats
288
views
90
downloads
Cite This
MicroRNAs (miRNAs), are 22 nucleotides long, non-coding RNAs that control gene expression post-transcriptionally by binding to their target mRNA’s 3’ UTRs (untranslated regions). Due to their crucial roles in various important regulatory processes and pathways, miRNAs have been implicated in disease mechanisms such as tumorigenesis, metastasis and drug resistance when their expression is deregulated. Moreover, the regulatory roles of these micromanagers have been demonstrated in the metabolism of cancer cells. To date, a significant number of miRNAs and their target messenger RNAs (mRNAs) have been identified and verified. Since one miRNA can target many mRNAs, it is hard to delineate the roles of these molecules in etiopathogenesis and metabolism of cancers. Therefore, to uncover the global roles of these molecules in cancer, both experimental and data analysis methods are required. The current thesis study aimed to examine the alterations in the membrane dynamics, content and structure of molecules especially lipids of miR-125b expressing breast cancer cells compared to controls to obtain a more holistic view of how miRNA expression alters cells. miR-125b expression in breast cancer cell line systems was investigated since this is one the most down-regulated miRNAs in breast cancer. MCF7 and T47D cells stably transfected with miR-125b (MCF7-125b, T47D-125b) and empty vector (MCF7-EV, T47D-EV) were studied. Global molecular changes and specifically the changes in cellular lipids were determined by Attenuated Total Reflectance Fourier Transform Infrared (ATR-FTIR) Spectroscopy. The alterations in membrane dynamics were identified by spin-labelling Electron Spin Resonance (ESR) spectroscopy. In addition to these techniques, to discriminate between EV and miR-125b transfected breast cancer cells, unsupervised chemometric analysis methods including principal component (PCA) and hierarchical cluster analyses (HCA) were applied to the infrared spectra. The spectral results revealed lower saturated and unsaturated lipids, RNA and protein content in both miR-125b transfected breast cancer cells relative to the EV cells. The amount of glycogen, cholesterol ester and triglyceride was found to be decreased in MCF7 cells but opposite results were obtained for T47D cells. The decreased membrane fluidity was acquired in MCF7 cells but for T47D cells an inverse result was obtained. The decline in phospholipid, sphingomyelin, phosphotidyl-choline, sphingolipid and sphingomyelin contents were also observed in both cell lines with miR-125b expression. Based on these alterations, both EV and miR-125b cells lines were discriminated successfully by PCA and HCA methods. Here, a novel approach was proposed to understand the global effects of miRNAs in cells. Potential applications of infrared spectroscopy coupled with chemometric methods are not only limited to research area. This kind of pioneer studies will shed light on the development of future diagnostic tools for deregulated miRNA expression in patient samples.
Subject Keywords
Breast
,
MicroRNAs.
,
Spectrum analysis.
,
Chemometrics.
,
Fourier transform infrared spectroscopy.
,
Electron paramagnetic resonance spectroscopy.
URI
http://etd.lib.metu.edu.tr/upload/12619531/index.pdf
https://hdl.handle.net/11511/25266
Collections
Graduate School of Natural and Applied Sciences, Thesis
Suggestions
OpenMETU
Core
Characterization of microRNA-125b expression in MCF7 breast cancer cells by ATR-FTIR spectroscopy
OZEK, Nihal Simsek; TUNA, Serkan; Erson Bensan, Ayşe Elif; Severcan, FERİDE (2010-01-01)
MicroRNAs (miRNAs), are similar to 22 nucleotides long, non-coding RNAs that control gene expression post-transcriptionally by binding to their target mRNA's 3'UTRs (untranslated regions). Due to their roles in various important regulatory processes and pathways, miRNAs have been implicated in disease mechanisms such as tumorigenesis when their expression is deregulated. To date, a significant number of miRNAs and their target messenger RNAs (mRNAs) have been identified and verified. It is generally accepte...
Phenotypical characterization of microRNA-106B overexpression in MCF10A breast cell line
Saygılı, Cansaran; Erson Bensan, Ayşe Elif; Department of Biology (2013)
MicroRNAs are small non-coding RNAs which regulate gene expression by binding to 3’UTR of their target mRNAs. Deregulated expression of microRNAs is detected in many pathologies including different types of cancers. miR-106b, is a member of miR-106b-25 cluster and overexpressed in many cancers including breast cancer. Based on miR-106b overexpression, we hypothesized that miR-106b may be an oncogene candidate. To explore miR-106b related phenotypes, we used an already miR-106b transfected model cell line sy...
Evaluation of genotype imputation for ancient genomes from regions underrepresented in the reference panel
Çubukcu, Hande; Yet, İdil; Kılınç, Gülşah Merve (Orta Doğu Teknik Üniversitesi Enformatik Enstitüsü; 2022-10)
Genotype imputation decreases the need for producing high coverage genomes since it allows to generate diploid genotypes from low coverage genome sequencing data. GLIMPSE is a recently developed software for imputing low-coverage genomes and it outperforms other softwares regarding runtime and accuracy. Imputation of low coverage ancient genomes using GLIMPSE has revealed high levels of accuracy for alleles with frequency of minimum 0.02 for genomes well represented in the reference panel. However the accur...
Investigation of human promoter CpG content and methylation profiles at different conservation levels
Demiralay, Burak; Aydın Son, Yeşim; Department of Bioinformatics (2012)
Methylation of CpG islands located at the promoter regions is a mechanism which controls gene silencing and expression. Hyper or hypo methylation of these sites on promoter sequences have been associated with many diseases, like cancer. Even though promoter CpG islands and their methylation profiles are important regulators of gene expression, the exact mechanism of gene silencing through methylation is not known. Here, we have investigated the status of promoter CpG methylation under various evolutionary p...
Modeling the combined effect of RNA-binding proteins and micrornas in post-transcriptional regulation
HafezQorani, Saber; Aydın Son, Yeşim; Kazan, Hilal; Department of Medical Informatics (2015)
Post-transcriptional regulation (PTR) controls the gene expression between transcription and translation. Regulation at this level is carried out by the interactions of trans-acting RNA-binding proteins (RBPs) and microRNAs (miRNAs) with cis-regulatory elements in mRNA. Majority of previous work have focused on the effect of a single factor independent of other co-factors bound to the same mRNA. However, recent studies have shown that RBPs and miRNAs can act in cooperation or competition with each other. In...
Citation Formats
IEEE
ACM
APA
CHICAGO
MLA
BibTeX
N. Şimşek Özek, “Characterization of molecular-level changes due to MicroRNA-125B expression in breast cancer cells by spectroscopic and chemometric analysis techniques,” Ph.D. - Doctoral Program, Middle East Technical University, 2015.