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Description
Telomerase is a specialized enzyme that adds telomeric DNA repeats to the chromosome ends to counterbalance the progressive telomere shortening over cell divisions. It has two essential core components, a catalytic telomerase reverse transcriptase protein (TERT), and a telomerase RNA (TR). TERT synthesizes telomeric DNA by reverse transcribing a short

Telomerase is a specialized enzyme that adds telomeric DNA repeats to the chromosome ends to counterbalance the progressive telomere shortening over cell divisions. It has two essential core components, a catalytic telomerase reverse transcriptase protein (TERT), and a telomerase RNA (TR). TERT synthesizes telomeric DNA by reverse transcribing a short template sequence in TR. Unlike TERT, TR is extremely divergent in size, sequence and structure and has only been identified in three evolutionarily distant groups. The lack of knowledge on TR from important model organisms has been a roadblock for vigorous studies on telomerase regulation. To address this issue, a novel in vitro system combining deep-sequencing and bioinformatics search was developed to discover TR from new phylogenetic groups. The system has been validated by the successful identification of TR from echinoderm purple sea urchin Strongylocentrotus purpuratus. The sea urchin TR (spTR) is the first invertebrate TR that has been identified and can serve as a model for understanding how the vertebrate TR evolved with vertebrate-specific traits. By using phylogenetic comparative analysis, the secondary structure of spTR was determined. The spTR secondary structure reveals unique sea urchin specific structure elements as well as homologous structural features shared by TR from other organisms. This study enhanced the understanding of telomerase mechanism and the evolution of telomerase RNP. The system that was used to identity telomerase RNA can be employed for the discovery of other TR as well as the discovery of novel RNA from other RNP complex.
ContributorsLi, Yang (Author) / Chen, Julian Jl (Thesis advisor) / Yan, Hao (Committee member) / Ghirlanda, Giovanna (Committee member) / Arizona State University (Publisher)
Created2011
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Description
A major goal of synthetic biology is to recapitulate emergent properties of life. Despite a significant body of work, a longstanding question that remains to be answered is how such a complex system arose? In this dissertation, synthetic nucleic acid molecules with alternative sugar-phosphate backbones were investigated as potential ancestors

A major goal of synthetic biology is to recapitulate emergent properties of life. Despite a significant body of work, a longstanding question that remains to be answered is how such a complex system arose? In this dissertation, synthetic nucleic acid molecules with alternative sugar-phosphate backbones were investigated as potential ancestors of DNA and RNA. Threose nucleic acid (TNA) is capable of forming stable helical structures with complementary strands of itself and RNA. This provides a plausible mechanism for genetic information transfer between TNA and RNA. Therefore TNA has been proposed as a potential RNA progenitor. Using molecular evolution, functional sequences were isolated from a pool of random TNA molecules. This implicates a possible chemical framework capable of crosstalk between TNA and RNA. Further, this shows that heredity and evolution are not limited to the natural genetic system based on ribofuranosyl nucleic acids. Another alternative genetic system, glycerol nucleic acid (GNA) undergoes intrasystem pairing with superior thermalstability compared to that of DNA. Inspired by this property, I demonstrated a minimal nanostructure composed of both left- and right-handed mirro image GNA. This work suggested that GNA could be useful as promising orthogonal material in structural DNA nanotechnology.
ContributorsZhang, Su (Author) / Chaut, John C (Thesis advisor) / Ghirlanda, Giovanna (Committee member) / Yan, Hao (Committee member) / Arizona State University (Publisher)
Created2011
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Description
Telomerase is a special reverse transcriptase that extends the linear chromosome termini in eukaryotes. Telomerase is also a unique ribonucleoprotein complex which is composed of the protein component called Telomerase Reverse Transcriptase (TERT) and a telomerase RNA component (TR). The enzyme from most vertebrate species is able to utilize a

Telomerase is a special reverse transcriptase that extends the linear chromosome termini in eukaryotes. Telomerase is also a unique ribonucleoprotein complex which is composed of the protein component called Telomerase Reverse Transcriptase (TERT) and a telomerase RNA component (TR). The enzyme from most vertebrate species is able to utilize a short template sequence within TR to synthesize a long stretch of telomeric DNA, an ability termed "repeat addition processivity". By using human telomerase reconstituted both in vitro (Rabbit Reticulocyte Lysate) and in vivo (293FT cells), I have demonstrated that a conserved motif in the reverse transcriptase domain of the telomerase protein is crucial for telomerase repeat addition processivity and rate. Furthermore, I have designed a "template-free" telomerase to show that RNA/DNA duplex binding is a critical step for telomere repeat synthesis. In an attempt to expand the understanding of vertebrate telomerase, I have studied RNA-protein interactions of telomerase from teleost fish. The teleost fish telomerase RNA (TR) is by far the smallest vertebrate TR identified, providing a valuable model for structural research.
ContributorsXie, Mingyi (Author) / Chen, Julian J.L. (Thesis advisor) / Yan, Hao (Committee member) / Wachter, Rebekka M. (Committee member) / Arizona State University (Publisher)
Created2010
Description
In eukaryotes, most messenger RNA precursors (pre-mRNA) undergo extensive processing, leading to the cleavage of the transcript followed by the addition of a poly(A) tail. This process is executed by a large complex known as the Cleavage and Polyadenylation Complex (CPC). Its central subcomplex, the Cleavage and Polyadenylation Specificity Factor

In eukaryotes, most messenger RNA precursors (pre-mRNA) undergo extensive processing, leading to the cleavage of the transcript followed by the addition of a poly(A) tail. This process is executed by a large complex known as the Cleavage and Polyadenylation Complex (CPC). Its central subcomplex, the Cleavage and Polyadenylation Specificity Factor (CPSF) complex is responsible for recognizing a short hexameric element AAUAAA located at the 3’end in the nascent mRNA molecule and catalyzing the pre-mRNA cleavage. In the round nematode C. elegans, the cleavage reaction is executed by a subunit of this complex named CPSF3, a highly conserved RNA endonuclease. While the crystal structure of its human ortholog CPSF73 has been recently identified, we still do not understand the molecular mechanisms and sequence specificity used by this protein to induce cleavage, which in turn would help to understand how this process is executed in detail. Additionally, we do not understand in additional factors are needed for this process. In order to address these issues, we performed a comparative analysis of the CPSF3 protein in higher eukaryotes to identify conserved functional domains. The overall percent identities for members of the CPSF complex range from 33.68% to 56.49%, suggesting that the human and C. elegans orthologs retain a high level of conservation. CPSF73 is the protein with the overall highest percent identity of the CPSF complex, with its active site-containing domain possessing 74.60% identity with CPSF3. Additionally, we gathered and expressed using a bacterial expression system CPSF3 and a mutant, which is unable to perform the cleavage reaction, and developed an in vitro cleavage assay to test whether CPSF3 activity is necessary and sufficient to induce nascent mRNA cleavage. This project establishes tools to better understand how CPSF3 functions within the CPC and sheds light on the biology surrounding the transcription process as a whole.
ContributorsGallante, Christina (Author) / Mangone, Marco (Thesis director) / Sharma, Shalini (Committee member) / Hrach, Heather (Committee member) / School of Life Sciences (Contributor) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
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Description
Cleavage and polyadenylation is a step in mRNA processing in which the 3’UTR is cleaved and a polyA tail is added to create a final mature transcript. This process relies on RNA sequence elements that guide a large multimeric protein complex named the Cleavage and Polyadenylation Complex to dock on

Cleavage and polyadenylation is a step in mRNA processing in which the 3’UTR is cleaved and a polyA tail is added to create a final mature transcript. This process relies on RNA sequence elements that guide a large multimeric protein complex named the Cleavage and Polyadenylation Complex to dock on the 3’UTR and execute the cleavage reaction. Interactions of the complex with the RNA and specific dynamics of complex recruitment and formation still remain largely uncharacterized. In our lab we have identified an Adenosine residue as the nucleotide most often present at the cleavage site, although it is unclear whether this specific element is a required instructor of cleavage and polyadenylation. To address whether the Adenosine residue is necessary and sufficient for the cleavage and polyadenylation reaction, we mutated this nucleotide at the cleavage site in three C. elegans protein coding genes, forcing the expression of these wt and mutant 3’UTRs, and studied how the cleavage and polyadenylation machinery process these genes in vivo. We found that interrupting the wt sequence elements found at the cleavage site interferes with the cleavage and polyadenylation reaction, suggesting that the sequence close to the end of the transcript plays a role in modulating the site of the RNA cleavage. This activity is also gene-specific. Genes such as ges-1 showed little disruption in the cleavage of the transcript, with similar location occurring in both the wt and mutant 3’UTRs. On the other hand, mutation of the cleavage site in genes such as Y106G6H.9 caused the activation of new cryptic cleavage sites within the transcript. Taken together, my experiments suggest that the sequence elements at the cleavage site somehow participate in the reaction to guide the cleavage reaction to occur at an exact site. This work will help to better understand the mechanisms of transcription termination in vivo and will push forward research aimed to study post-transcriptional gene regulation in eukaryotes.
ContributorsSteber, Hannah Suzanne (Author) / Mangone, Marco (Thesis director) / Harris, Robin (Committee member) / LaBaer, Joshua (Committee member) / School of Life Sciences (Contributor, Contributor) / School of Mathematical and Statistical Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
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Description
Stroke is a devastating disease that affects thousands of individuals each year. Stroke, specifically cerebral ischemia, and immune responses are important areas of study and focus. Previous studies on stroke in mouse models had shown the upregulation of a specific micro-RNA: miR-1224. We hypothesized that miR-1224 was responsible for the

Stroke is a devastating disease that affects thousands of individuals each year. Stroke, specifically cerebral ischemia, and immune responses are important areas of study and focus. Previous studies on stroke in mouse models had shown the upregulation of a specific micro-RNA: miR-1224. We hypothesized that miR-1224 was responsible for the regulation of the ST2 receptor protein’s expression. We performed cellular transfection on murine splenocytes with four different miRNAs—miR-1224-mimic, miR-1224-inhibitor, miR-451-mimic, and a control. We predicted that transfection with 1224m would decrease ST2 expression, while transfection with 1224i would increase ST2 expression. Two complete trials were run, and analysis of the results included RT-PCR of both miRNA samples and mRNA samples to confirm transfection and controlled transcription. Reverse transcription and qPCR of miRNA was done in order to confirm that transfection was in fact successful. Reverse transcription and qPCR of the mRNA was done in order to confirm that ST2 mRNA was not altered; this allowed us to attribute any changes in ST2 protein levels to miRNA interactions, as the mRNA levels were consistent. Western blotting was done in order to assess relative protein content. We found that transfection with 1224m slightly decreased ST2 expression and transfection with 1224i slightly increased ST2 expression, however, after assessing the p-values through statistical analyses, neither difference was significant. As such, our hypothesis was rejected as it is not evident that miR-1224 plays a significant role on ST2 gene expression. Future studies are needed in order to analyze alternate protein targets to fully assess the role of miR-1224.
ContributorsReddy, Nihaal (Author) / Holechek, Susan (Thesis director) / Ahmad, Saif (Committee member) / Wood, Kristofer (Committee member) / School of Human Evolution and Social Change (Contributor) / School of Life Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description

Molecular engineering is an emerging field that aims to create functional devices for modular purposes, particularly bottom-up design of nano-assemblies using mechanical and chemical methods to perform complex tasks. In this study, we present a novel method for constructing an RNA clamp using circularized RNA and a broccoli aptamer for

Molecular engineering is an emerging field that aims to create functional devices for modular purposes, particularly bottom-up design of nano-assemblies using mechanical and chemical methods to perform complex tasks. In this study, we present a novel method for constructing an RNA clamp using circularized RNA and a broccoli aptamer for fluorescence sensing. By designing a circular RNA with the broccoli aptamer and a complementary DNA strand, we created a molecular clamp that can stabilize the aptamer. The broccoli aptamer displays enhanced fluorescence when bound to its ligand, DFHBI-1T. Upon induction with this small molecule, the clamp can exhibit or destroy fluorescence. We demonstrated that we could control the fluorescence of the RNA clamp by introducing different complementary DNA strands, which regulate the level of fluorescence. Additionally, we designed allosteric control by introducing new DNA strands, making the system reversible. We explored the use of mechanical tension to regulate RNA function by attaching a spring-like activity through the RNA clamp to two points on the RNA surface. By adjusting the stiffness of the spring, we could control the tension between the two points and induce reversible conformational changes, effectively turning RNA function on and off. Our approach offers a simple and versatile method for creating RNA clamps with various applications, including RNA detection, regulation, and future nanodevice design. Our findings highlight the crucial role of mechanical forces in regulating RNA function, paving the way for developing new strategies for RNA manipulation, and potentially advancing molecular engineering. Although the current work is ongoing, we provide current progress of both theoretical and experimental calculations based on our findings.

ContributorsJoseph, Joel (Author) / Yan, Hao (Thesis director) / Stephanopoulos, Nicholas (Committee member) / Lapinaite, Audrone (Committee member) / Barrett, The Honors College (Contributor) / Historical, Philosophical & Religious Studies, Sch (Contributor) / School of Molecular Sciences (Contributor)
Created2023-05
Description

Most protein-coding mRNAs in eukaryotes must undergo a series of processing steps so they can be exported from the nucleus and translated into protein. Cleavage and polyadenylation are vital steps in this maturation process. Improper cleavage and polyadenylation results in variation in the 3′ UTR length of genes, which is

Most protein-coding mRNAs in eukaryotes must undergo a series of processing steps so they can be exported from the nucleus and translated into protein. Cleavage and polyadenylation are vital steps in this maturation process. Improper cleavage and polyadenylation results in variation in the 3′ UTR length of genes, which is a hallmark of various human diseases. Previous data have shown that the majority of 3’UTRs of mRNAs from the nematode Caenorhabditis elegans terminate at an adenosine nucleotide, and that mutating this adenosine disrupts the cleavage reaction. It is unclear if the adenosine is included in the mature mRNA transcript or if it is cleaved off. To address this question, we are developing a novel method called the Terminal Adenosine Methylation (TAM) assay which will allow us to precisely define whether the cleavage reaction takes place upstream or downstream of this terminal adenosine. The TAM Assay utilizes the ability of the methyltransferase domain (MTD) of the human methyltransferase METTL16 to methylate the terminal adenosine of a test mRNA transcript prior to the cleavage reaction in vivo. The presence or absence of methylation at the terminal adenosine will then be identified using direct RNA sequencing. This project focuses on 1) preparing the chimeric construct that positions the MTD on the mRNA cleavage site of a test mRNA transcript, and 2) testing the functionality of this construct in vitro and developing a transgenic C. elegans strain expressing it. The TAM assay has the potential to be a valuable tool for elucidating the role of the terminal adenosine in cleavage and polyadenylation.

ContributorsKeane, Sara (Author) / Mangone, Marco (Thesis director) / Lapinaite, Audrone (Committee member) / Barrett, The Honors College (Contributor) / School of Life Sciences (Contributor) / Department of English (Contributor)
Created2023-05
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Description
Semi-supervised learning (SSL) is sub-field of statistical machine learning that is useful for problems that involve having only a few labeled instances with predictor (X) and target (Y) information, and abundance of unlabeled instances that only have predictor (X) information. SSL harnesses the target information available in the limited

Semi-supervised learning (SSL) is sub-field of statistical machine learning that is useful for problems that involve having only a few labeled instances with predictor (X) and target (Y) information, and abundance of unlabeled instances that only have predictor (X) information. SSL harnesses the target information available in the limited labeled data, as well as the information in the abundant unlabeled data to build strong predictive models. However, not all the included information is useful. For example, some features may correspond to noise and including them will hurt the predictive model performance. Additionally, some instances may not be as relevant to model building and their inclusion will increase training time and potentially hurt the model performance. The objective of this research is to develop novel SSL models to balance data inclusivity and usability. My dissertation research focuses on applications of SSL in healthcare, driven by problems in brain cancer radiomics, migraine imaging, and Parkinson’s Disease telemonitoring.

The first topic introduces an integration of machine learning (ML) and a mechanistic model (PI) to develop an SSL model applied to predicting cell density of glioblastoma brain cancer using multi-parametric medical images. The proposed ML-PI hybrid model integrates imaging information from unbiopsied regions of the brain as well as underlying biological knowledge from the mechanistic model to predict spatial tumor density in the brain.

The second topic develops a multi-modality imaging-based diagnostic decision support system (MMI-DDS). MMI-DDS consists of modality-wise principal components analysis to incorporate imaging features at different aggregation levels (e.g., voxel-wise, connectivity-based, etc.), a constrained particle swarm optimization (cPSO) feature selection algorithm, and a clinical utility engine that utilizes inverse operators on chosen principal components for white-box classification models.

The final topic develops a new SSL regression model with integrated feature and instance selection called s2SSL (with “s2” referring to selection in two different ways: feature and instance). s2SSL integrates cPSO feature selection and graph-based instance selection to simultaneously choose the optimal features and instances and build accurate models for continuous prediction. s2SSL was applied to smartphone-based telemonitoring of Parkinson’s Disease patients.
ContributorsGaw, Nathan (Author) / Li, Jing (Thesis advisor) / Wu, Teresa (Committee member) / Yan, Hao (Committee member) / Hu, Leland (Committee member) / Arizona State University (Publisher)
Created2019