Life Sciences Commons^™

Pathway‐Extended Gene Expression Signatures Integrate Novel Biomarkers That Improve Predictions Of Patient Responses To Kinase Inhibitors, Ashis Bagchee‐Clark, Eliseos J. Mucaki, Tyson Whitehead, Peter Rogan

Biochemistry Publications

Cancer chemotherapy responses have been related to multiple pharmacogenetic biomarkers, often for the same drug. This study utilizes machine learning to derive multi‐gene expression signatures that predict individual patient responses to specific tyrosine kinase inhibitors, including erlotinib, gefitinib, sorafenib, sunitinib, lapatinib and imatinib. Support vector machine (SVM) learning was used to train mathematical models that distinguished sensitivity from resistance to these drugs using a novel systems biology‐based approach. This began with expression of genes previously implicated in specific drug responses, then expanded to evaluate genes whose products were related through biochemical pathways and interactions. Optimal pathway‐extended SVMs predicted responses in …

Development Of A Thermosensitive Endonuclease To Act As A Plasmid Kill-Switch, Christopher D. Leichthammer

Electronic Thesis and Dissertation Repository

Biocontainment is an integral part of biomedical research that aims to protect the environment and human health by containing hazardous or invasive organisms in the laboratory. Containment systems often rely on elaborate genetic circuits; however, cells may escape containment by developing mutations that render the genetic circuits inviable or resistant to killing mechanisms. The aim of this thesis was to create a site-specific nuclease for biocontainment of plasmids in the mammalian gastrointestinal tract. LAGLIDADG homing endonucleases would be good candidate nucleases for a biocontainment system as they are resistant to mutations in their coding sequence and their target sequence in …

Pathway-Extended Gene Expression Signatures Integrate Novel Biomarkers That Improve Predictions Of Patient Responses To Kinase Inhibitors, Ashis Jem Bagchee-Clark, Eliseos J. Mucaki, Tyson Whitehead, Peter Rogan

Biochemistry Publications

No abstract provided.

Pathway-Extended Gene Expression Signatures Integrate Novel Biomarkers That Improve Predictions Of Patient Responses To Kinase Inhibitors, Jem Bagchee-Clark, Eliseos J. Mucaki, Tyson Whitehead, Peter Rogan

Biochemistry Publications

Cancer chemotherapy responses have been related to multiple pharmacogenetic biomarkers, often for the same drug. This study utilizes machine learning to derive multi-gene expression signatures that predict individual patient responses to specific tyrosine kinase inhibitors, including erlotinib, gefitinib, sorafenib, sunitinib, lapatinib and imatinib. Support Vector Machine learning was used to train mathematical models that distinguished sensitivity from resistance to these drugs using a novel systems biology-based approach. This began with expression of genes previously implicated in specific drug responses, then expanded to evaluate genes whose products were related through biochemical pathways and interactions. Optimal pathway-extended support vector machines predicted responses …

Deciphering The Ck2-Dependent Phosphoproteome And Its Integration With Regulatory Ptm Networks, Teresa Nunez De Villavicencio Diaz

Electronic Thesis and Dissertation Repository

Protein functions are regulated by the post-translational addition of covalent modifications on certain amino acids. Depending on their distance within the 3-dimensional structure, addition/removal of individual post translational modifications (PTMs) can be impacted by others. This PTM interplay constitutes an essential regulatory mechanism that interconnects the molecular networks in the cell. Protein CK2, a clinically relevant acidophilic Ser/Thr kinase, may be responsible for 10-20% of the human phosphoproteome. Such estimates agree with the number of known substrates, which continues to expand. Furthermore, the demonstration that CK2 participates in hierarchical phosphorylation and has similar sequence determinants to caspases suggest extensive PTM …

Molecular Identification And Characterization Of Viral Pathogens Infecting Sweet Cherry, Aaron J. Simkovich

Electronic Thesis and Dissertation Repository

Stone fruits are a valuable crop grown worldwide, however pathogens such as viruses threaten fruit production by reducing tree health and fruit yield. In an orchard within the Niagara region of Ontario, symptoms typical of viral infection such as chlorosis and leaf deformation were seen on sweet cherry (Prunus avium L.) trees. Next generation sequencing was performed on symptomatic and asymptomatic leaves and four viruses were identified. On the tree displaying the most severe symptoms, Prune dwarf virus (PDV), was the only virus detected. A survey conducted during this work showed 42% of cherry trees on a single …

Quinone Reductase 2 Roles In Proteomic Regulation And Response To Treatment With Clinical Drugs, Matthew D. Walker

Electronic Thesis and Dissertation Repository

Detoxification of quinone compounds is catalyzed by the NQO1 protein in humans. The related NQO2 is distinct from NQO1 as it uses NRH preferentially as a co-substrate to the exclusion of NAD(P)H. It is uncertain if NRH is available in cells for use by NQO2 and raises doubts that quinone detoxification is the adaptive role for NQO2. This study employed cell biology, protein structure and proteomics approaches to identify functions for NQO2 relevant to a cellular context. Several NQO2 interacting clinical drugs were found to have cytotoxic effects dependent upon NQO2 expression. Results from proteomic experiments identified novel roles for …

Estimating Partial Body Ionizing Radiation Exposure By Automated Cytogenetic Biodosimetry, Ben Shirley, Peter Rogan

Biochemistry Publications

Purpose: Inhomogeneous exposures to ionizing radiation can be detected and quantified with the dicentric chromosome assay (DCA) of metaphase cells. Complete automation of interpretation of the DCA for whole-body irradiation has significantly improved throughput without compromising accuracy, however, low levels of residual false positive dicentric chromosomes (DCs) have confounded its application for partial-body exposure determination.

Materials and methods: We describe a method of estimating and correcting for false positive DCs in digitally processed images of metaphase cells. Nearly all DCs detected in unirradiated calibration samples are introduced by digital image processing. DC frequencies of irradiated calibration samples and those exposed …

Dnajc7, A Molecular Chaperone Protein That Modulates Protein Misfolding In Amyotrophic Lateral Sclerosis (Als), Meaghan Kathleen Stoltz

Electronic Thesis and Dissertation Repository

Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease associated with protein misfolding and dysregulated cellular protein quality control mechanisms. Molecular chaperones, and heat shock proteins (Hsp), are key players in maintaining cellular protein quality control. DNAJC7 is an understudied cytosolic Hsp40 that works together with Hsp70 and Hsp90 to regulate proper protein folding or degradation. Of note, mutations in the gene encoding DNAJC7 were discovered to cause familial ALS. We asked whether ALS-associated mutations in DNAJC7 compromise its function as a chaperone, which may cause the toxic accumulation of misfolded proteins. This study attempts to uncover the functions of DNAJC7 …

Estimating Partial Body Ionizing Radiation Exposure By Automated Cytogenetic Biodosimetry, Peter Rogan

Biochemistry Publications

Purpose: Inhomogeneous exposures to ionizing radiation can be detected and quantified with the Dicentric Chromosome Assay (DCA) of metaphase cells. Complete automation of interpretation of the DCA for whole body irradiation has significantly improved throughput without compromising accuracy, however low levels of residual false positive dicentric chromosomes (DCs) have confounded its application for partial body exposure determination.

Materials and Methods: We describe a method of estimating and correcting for false positive DCs in digitally processed images of metaphase cells. Nearly all DCs detected in unirradiated calibration samples are introduced by digital image processing. DC frequencies of irradiated calibration …

Foliage Type Controls Mercury Input, Storage, And Release In The Boreal Forest, Madelaine J R Anderson

Electronic Thesis and Dissertation Repository

Mercury (Hg) is a naturally occurring element with a complex biogeochemical cycle. Forests act as net sinks for both carbon (C) and Hg as foliage accumulates Hg with time. Litterfall represents a main input of C and Hg into forest soils. My aim was to investigate how foliage type (coniferous, deciduous) governs the input of Hg into forests with a field-based study that measured Hg accumulation over a growing season, and then investigate the storage and release of Hg from foliar tissues into soil with a laboratory-based incubation experiment. Results from the field-based study demonstrate deciduous leaves have more linear …

Nutrient Sensing Pathways Mediating Igfbp1 Phosphorylation In Fgr, Shapnil Bhuiyan

Electronic Thesis and Dissertation Repository

Impairment of fetal oxygen levels and nutrient delivery contributes to fetal growth restriction (FGR), which affects 20% of pregnancies. Such cellular stress induces hepatic Insulin-like Growth Factor Binding Protein 1 (IGFBP1) phosphorylation, which sequesters Insulin-like Growth Factor 1 (IGF-I) and markedly reduces fetal growth signaling. IGFBP1 hyperphosphoryaltion in hypoxia is mediated through the mTOR signaling pathway and through the Amino Acid Response (AAR) pathway during amino acid deprivation. Hypoxia stimulates upstream mTORC1 regulators, AMPK and REDD1 which are well-established upstream regulators of one of the two mTOR complexes, mTORC1. The molecular mechanisms by which upstream mTORC1-driven processes regulate IGFBP1 phosphorylation …

Collaborative, Multidisciplinary Evaluation Of Cancer Variants Through Virtual Molecular Tumor Boards Informs Local Clinical Practices., Shruti Rao, Beth Pitel, Alex H Wagner, Simina M Boca, Matthew Mccoy, Ian King, Samir Gupta, Ben Ho Park, Jeremy L Warner, James Chen, Peter Rogan, Debyani Chakravarty, Malachi Griffith, Obi L Griffith, Subha Madhavan

Biochemistry Publications

PURPOSE: The cancer research community is constantly evolving to better understand tumor biology, disease etiology, risk stratification, and pathways to novel treatments. Yet the clinical cancer genomics field has been hindered by redundant efforts to meaningfully collect and interpret disparate data types from multiple high-throughput modalities and integrate into clinical care processes. Bespoke data models, knowledgebases, and one-off customized resources for data analysis often lack adequate governance and quality control needed for these resources to be clinical grade. Many informatics efforts focused on genomic interpretation resources for neoplasms are underway to support data collection, deposition, curation, harmonization, integration, and analytics …

Determining Whether The Nature Of The Amino Acid Substitution Or The Extent Of Mistranslation Affects The Impact Of Mistranslating Trnas In Saccharomyces Cerevisiae., Yanrui Zhu

Electronic Thesis and Dissertation Repository

Mistranslation occurs when an mRNA sequence is improperly decoded. Mistranslation can destabilize the proteome thus having a detrimental impact on the cell. tRNA variants with altered charging or decoding capabilities can increase mistranslation. Four mistranslating tRNAs were evaluated in yeast cells for their effect on growth, heat shock response, genetic interactions and cell morphology. Three of the tRNAs mistranslate at similar frequency, allowing for direct comparison of different amino acid substitutions. Each variant had distinct phenotypic consequences. Two of the tRNAs cause the same type of amino acid substitution but to different extents. The tRNA with the higher mistranslation frequency …

Meeting Radiation Dosimetry Capacity Requirements Of Population-Scale Exposures By Geostatistical Sampling., Peter K Rogan, Eliseos J Mucaki, Ruipeng Lu, Ben C Shirley, Edward Waller, Joan H M Knoll

Biochemistry Publications

BACKGROUND: Accurate radiation dose estimates are critical for determining eligibility for therapies by timely triaging of exposed individuals after large-scale radiation events. However, the universal assessment of a large population subjected to a nuclear spill incident or detonation is not feasible. Even with high-throughput dosimetry analysis, test volumes far exceed the capacities of first responders to measure radiation exposures directly, or to acquire and process samples for follow-on biodosimetry testing.

AIM: To significantly reduce data acquisition and processing requirements for triaging of treatment-eligible exposures in population-scale radiation incidents.

METHODS: Physical radiation plumes modelled nuclear detonation scenarios of simulated exposures at …

Generation Of Conditional Ku70 Knockouts In Human Cell Lines Using Crispr/Cas9 And Dual-Nuclease Crispr/Tevcas9, Gursimran Parmar

Electronic Thesis and Dissertation Repository

The Ku heterodimer, Ku70 and Ku80, plays a key role in DNA repair. Viable Ku70 knockouts exist in mice but not in human cell lines. The objective was to create Ku70 knockouts and evaluate knockout viability in human cells using CRISPR/Cas9 and TevCas9. Editing is achieved by Cas9 through one sequence-specific blunt cut accompanied by error-prone DNA repair. However, TevCas9, a novel fusion protein of Cas9 and I-Tev, creates two non-compatible DNA breaks and biases editing events towards a small deletion. Ku70 has five processed pseudogenes therefore intron-exon junctions were targeted by gRNA and a cell line stably transfected with …

Expression Changes Confirm Genomic Variants Predicted To Result In Allele-Specific, Alternative Mrna Splicing, Peter Rogan

Biochemistry Publications

Splice isoform structure and abundance can be affected by either noncoding or masquerading coding variants that alter the structure or abundance of transcripts. When these variants are common in the population, these nonconstitutive transcripts are sufficiently frequent so as to resemble naturally occurring, alternative mRNA splicing. Prediction of the effects of such variants has been shown to be accurate using information theory-based methods. Single nucleotide polymorphisms (SNPs) predicted to significantly alter natural and/or cryptic splice site strength were shown to affect gene expression. Splicing changes for known SNP genotypes were confirmed in HapMap lymphoblastoid cell lines with gene expression microarrays …

Thyroxine-Dependent And -Independent Effects On Premature Aging And Myelination In Atrx Mutant Mice, Megan E. Rowland

Electronic Thesis and Dissertation Repository

ATRX is an ATP-dependent chromatin remodeler required to safeguard genomic integrity. Conditional deletion of Atrx in the mouse embryonic forebrain and anterior pituitary in Atrx^Foxg1Cre mice phenocopies mouse models of progeria which display increased DNA damage, coupled with reduced lifespan, growth and subcutaneous fat. These mice also have severely low circulating levels of insulin like growth factor 1 (IGF-1) and (T4) which have been reported in models of premature aging. Based on evidence that Igf1 is activated by the ligand-bound thyroid hormone receptor, I tested whether T4 supplementation could restore IGF-1 levels and ameliorate premature aging phenotypes in Atrx …

Structural Study Of The Complex Between Dna Polymerase Iota And Ub-Pcna, Harrison Taylor

Electronic Thesis and Dissertation Repository

DNA polymerase iota (polι) is a member of the Y-family, polymerases which are key components in translesion synthesis (TLS). As part of the DNA damage response, TLS allows cells to bypass damaged template DNA. Each member of the Y-family is capable of accurately replicating across from certain lesions. All Y-family polymerases are recruited by ubiquitination of the DNA sliding clamp, PCNA, by direct interaction with PCNA and ubiquitin. The mechanism of polymerase choice is not well understood, nor are the interactions between Ub-PCNA and the TLS polymerases. We studied the structure of the complex between the interacting region of polι …

The Role Of Heat Shock Protein 90 In The Keap1/Nrf2 Mediated Oxidative-Stress Response, Zheng Song

Electronic Thesis and Dissertation Repository

Oxidative and proteotoxic stress are common hallmarks of Neurodegenerative diseases (NDs). Cellular proteostasis is maintained through Heat shock protein (Hsp) 90 and Stress-inducible protein 1 (STIP1) modulating the stability of their substrates (clients). Hsp90/heat shock factor (HSF)1 pathway activation attenuates proteotoxicity. Meanwhile, activating the Kelch-like ECH associated protein 1 (Keap1)/ nuclear factor (erythroid-derived 2)-like 2 (Nrf2) pathway combats oxidative stress. Numerous studies attempted to individually manipulate the expression of Hsp90 or Nrf2 to treat NDs.

Novel interactions of Hsp90 with Nrf2 and Keap1 were discovered via yeast-2-hybrid screening (unpublished data). We analyzed their interactions through NMR spectroscopy, ITC, protein-binding assay, …