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No description available.

Pulmonary arterial hypertension (PAH) is a devastating lung disease characterized by arterial pruning, occlusive vascular remodeling, and inflammation contributing to increased pulmonary vascular resistance with resultant right heart failure. Endothelial cell (EC) injury and apoptosis are commonly considered triggers for PAH, the mechanisms leading from injury to complex arterial remodeling are incompletely understood. While current therapies can improving symptoms, with the exception of parenteral prostacyclin, they do not significantly prolong transplant free survival. As well, there are no therapies that can regenerate the damaged lung short of transplantation. In this project, I sought to both advance the understanding of disease pathogenesis and explore regenerative therapeutic options for PAH. To this end, I first employed single cell RNA sequencing (scRNA-seq) at multiple time points during the Sugen 5416 (SU) – chronic hypoxia (CH) model of PAH, to provide new insights into PAH pathogenesis both during onset and progression of disease. We also employed microCT analysis to visualize and quantify the arterial pruning associated with PH and found significant loss up to 65% of the healthy arteriolar volume in this model. Through scRNA-seq analysis performed at four timepoints spanning the onset and progression of disease, two disease-specific EC cell types emerged as key drivers of PAH pathogenesis. The first was the emergence of capillary ECs with a de-differentiated gene expression profile, which we termed dedifferentiated capillary (dCap) ECs, with enrichment for the Cd74 gene. Interestingly, RNA velocity analysis suggested that these cells may be undergoing endothelial to mesenchymal transition during PAH development. At later times, a second arterial EC population became apparent, which we termed activated arterial ECs (aAECs), since it uniquely exhibited persistently elevated levels of differential gene expression consistent with a migratory, invasive and proliferative state. Interestingly, the aAECs together with the smooth muscle (SM)-like pericytes, a population which was also greatly expanded in PAH, expressed Tm4sf1, a gene previously associated with a number of cancers and abnormal cell growth. Furthermore, by immunostaining, TM4SF1 was found to be spatially localized to sites of complex and occlusive arterial remodeling, associated with both endothelial cells and pericytes in these lesions, suggesting an important role for the aAECs and SM-like pericytes in arterial remodeling and PH progression. Together, these findings suggest that aAECs, dCap ECs, and SM-like pericytes are emerging cell populations responsible for lung arterial remodeling in PAH, which drives disease progression, and that TM4SF1 may be a novel therapeutic target for this disease. As a first step in trying to develop approaches to regenerate lung arterial bed that is lost in PAH, we investigated the potential role of endothelial colony forming cells (ECFCs) and mesenchymal stromal cell (MSC) derived extracellular vesicles (EVs) as novel therapeutics, on the premise that these stem/progenitor cells would stimulate lung regeneration by mainly paracrine mechanisms. Additionally, we used biomaterials to microencapsulate cells and EVs to improve their local delivery and retention. While ECFCs were found to be ineffective in treating the monocrotaline model on their own, they were poorly retained in the lung and microencapsulation of ECFCs led to enhanced lung delivery within the first 72 hours, with resultant hemodynamic improvements in this model of PAH. MSCs are well known to be immunomodulatory and proangiogenic, largely acting through paracrine mechanisms, including by the release of EVs. Yet, following intravenous administration, nano sized EVs are rapidly cleared from circulation, potentially limiting their therapeutic potential. I adapted our microencapsulation strategy for EVs, and demonstrated significantly greater retention of microgel-loaded EVs were within the lung, resulting in enhanced local cell uptake. Interestingly, the hydrogel used for microencapsulation induced a local immune response which made it unsuitable for testing any potential therapeutic benefits of MSC-EVs in this study. Nonetheless, this work demonstrated proof-of-principle for the utility of microencapsulation as a strategy to enhance EV lung delivery. Overall, this work has identified novel lung cell populations (aAECs, dCap ECs, SM-like pericytes) driving arterial remodeling associated with PH progression, demonstrated the potential of ECFCs as a regenerative cell for the treatment of PAH, and illustrated the utility of microencapsulation as a tool to enhance lung targeting of both cells and EVs.

The purpose of this thesis project was to elucidate the immune transcriptomic changes in the diaphragm of mdx mice treated with microdystrophin gene therapy with and without running wheel activity. Mdx mice are a model of Duchenne Muscular Dystrophy (DMD). Similar to DMD, mdx pathophysiology is associated with chronic inflammation due to sarcolemma fragility and cellular membrane leakage. Immune modulation has not yet been described when endurance exercise and AAV-microdystrophin gene therapy have been combined in mdx mice. An increase of physical activity in DMD individuals is a potential outcome of current clinical studies investigating microdystrophin treatment; therefore, understanding the impacts of physical activity on the immune system, particularly for the diaphragm, may be important to minimize risk. Recently, the Grange lab published the endurance and contractile property outcomes of combined microdystrophin gene therapy and running wheel activity in mdx mice.1 Diaphragm RNA-seq transcriptomic data were also collected from this study for gene expression analysis. Using this dataset, I tested the hypothesis that relative to mdxGT (mdx mice treated with gene therapy), transcripts related to the immune response such as immune cell recruitment, activation, and downstream signals that promote fibrosis deposition were unchanged or downregulated in mdxRGT (mdx mice treated with gene therapy and access to running wheel). DEGs (differentially expressed genes) were analyzed with Microsoft Excel, R, and bioinformatic tools such as KEGG and DAVID to explain immune system adaptations in response to combined microdystrophin treatment and running in mdx mice. Two major inflammatory signaling pathways, the IL-6/JAK/STAT and NF-kB signaling pathways translationally relevant to DMD patients were rescued by gene therapy towards WT expression levels. Although running maintained the majority of the rescued transcriptome profile (691 of 724 genes), some immune response-related gene expressions (33 of 724 genes) were modulated including genes related to chemotaxis and cellular migration. These changes suggested potential signaling for angiogenesis and a fast to slow fiber type shift; however, unbiased analysis with bioinformatic tools did not confirm either of these possibilities. The data from this study revealed inflammatory and fibrotic signaling pathways commonly observed in DMD patients and mdx mice were rescued by the AAV microdystrophin gene therapy and were maintained by voluntary wheel running / Master of Science / Duchenne Muscular Dystrophy (DMD) is an X chromosome-linked muscular dystrophy, a genetic disease that affects around 1 in 14,000 boys globally. DMD is lethal and currently there is no cure. Mutations in the DMD gene results in the absence of the protein dystrophin. The dystrophin protein and other proteins associated with it provide structural support to the skeletal muscle membrane. Without it, muscles are more easily damaged during contraction. This damage promotes recruitment of immune cells which initiates the first stage of muscle repair. Under normal circumstances, this inflammatory reaction caused by immune cells restores the skeletal muscles. However, in DMD patients, repeated breakdown and regeneration of skeletal muscles leads to abnormal inflammation which promotes negative outcomes such as increased fibrosis. Fibrosis impairs muscle function, especially the diaphragm . Hamm et al., 2021 from the Grange lab investigated the effects of microdystrophin gene therapy and increased physical activity in mdx mice, a mouse model of DMD, with the idea that some of the negative changes with muscular dystrophy could be improved. The results showed a positive increase of endurance capacity in mdx mice treated with gene therapy alone (mdxGT group) and a greater increase if the mice also used a running wheel (mdxRGT group) compared to untreated mdx mice (mdx group). These findings suggested that gene therapy can increase a DMD patient's ability to become more physically active. However, the effects of running and microdystrophin gene therapy on the damaging inflammatory response in the diaphragm were not reported. To address this question, gene expression data from diaphragm muscles of all treatment groups were collected in the Hamm et al., 2021 study for later analysis. In my study, these diaphragm gene expression data were used to compare inflammatory signals between the various treatment groups. Indicators of skeletal muscle damage, immune cell accumulation and fibrosis deposition were rescued (i.e., returned to healthy mice levels) by microdystrophin gene therapy (mdxGT group). Running did not exert any negative effects on the majority of genes rescued by the microdystrophin therapy (mdxRGT group). These results indicated that voluntary wheel running could maintain the reduced inflammatory signals due to the microdystrophin gene therapy in mdx mice. If the function of the skeletal muscle of dystrophic boys was similarly improved by microdystrophin gene therapy and exercise did not interfere with its positive effects, DMD boys could potentially be physically active similar to normal boys of their age.

Almost every precursor mRNA (pre-mRNA) in a eukaryotic organism undergoes splicing, in some cases resulting in the formation of more than one splice variant, a process called alternative splicing. RNA-Seq provides a major opportunity to capture the state of the transcriptome, which includes the detection of alternative spicing events. Alternative splicing is a highly regulated process occurring in a complex machinery called the spliceosome. In this dissertation, I focus on identification of different splice variants and splicing factors that are produced during Arabidopsis and soybean embryo development. I developed several data analysis pipelines for the detection and the functional characterization of active splice variants and splicing factors that arise during embryo development. The main goal of this dissertation was to identify transcriptional changes associated with specific stages of embryo development and infer possible associations between known regulatory genes and their targets. We identified several instances of exon skipping and intron retention as products of alternative splicing. The coding potential of the splice variants were evaluated using CodeWise. I developed CodeWise, a weighted support vector machine classifier to assess the coding potential of novel transcripts with respect to RNA secondary structure free energy, conserved domains, and sequence properties. We also examined the effect of alternative splicing on the domain composition of resulting protein isoforms. The majority of splice variants pairs encode proteins with identical domains or similar domains with truncation and in less than 10% of the cases alternative splicing results in gain or loss of a conserved domain. I constructed several possible regulatory networks that occur at specific stages of embryo development. In addition, in order to gain a better understanding of splicing regulation, we developed the concept of co-splicing networks, as a group of transcripts containing common RNA-binding motifs, which are co-expressed with a specific splicing factor. For this purpose, I developed a multi-stage analysis pipeline to integrate the co-expression networks with de novo RNA binding motif discovery at inferred splice sites, resulting in the identification of specific splicing factors and the corresponding cis-regulatory sequences that cause the production of splice variants. This approach resulted in the development of several novel hypotheses about the regulation of minor and major splicing in developing Arabidopsis embryos. In summary, this dissertation provides a comprehensive view of splicing regulation in Arabidopsis and soybean embryo development using computational analysis. / Ph. D.

Quorum sensing is utilized by many different proteobacteria, including the two studied for this dissertation work, Vibrio parahaemolyticus and Pantoea stewartii subsp. stewartii. V. parahaemolyticus causes acute gastroenteritis in people who eat contaminated raw or undercooked shellfish. It is found in warmer marine waters and in rare cases, causes systemic infections when bacteria enter the body through open wounds. P. stewartii, on the other hand, is a phytopathogen that causes Stewart's wilt in maize. It is found in soil or the mid-gut of the corn flea beetle, its insect vector. Both V. parahaemolyticus and P. stewartii utilize quorum sensing to control their pathogenicity. Quorum sensing enables coordinate gene expression across a bacterial population. The V. parahaemolyticus quorum-sensing system utilizes the master regulator OpaR, which is homologous to the V. harveyii LuxRVh and the P. stewartii system contains EsaR which is homologous to the V. fischeri LuxRVf regulator. While the two systems differ in the molecular details of their mechanistic control, they are both forms of cell density dependent regulation that are either directly or indirectly controlled by small signaling molecules. Three different signaling molecules are found in V. parahaemolyticus, and only one signal is used in P. stewartii. The focus of this dissertation has been on understanding the downstream targets of OpaR and EsaR in their respective quorum-sensing systems. Prior to this work, it was known that when OpaR is not present or is nonfunctional V. parahaemolyticus changes from an opaque to a translucent colony morphology phenotype and the cells also become swarm proficient and more pathogenic. The complete genome of the V. parahaemolyticus BB22OP strain was assembled and annotated (Chapter 2). RNA-Seq was then used to analyze the transcriptomes of OpaR-active and OpaR-deficient strains of V. parahaemolyticus and identify genes that were regulated via quorum sensing (Chapter 3). Similarly, P. stewartii was also analyzed using RNA-Seq to identify genes controlled by EsaR in the transcriptome that had not been detected through prior proteomic studies. The initial RNA-Seq work confirmed the control of some previously identified direct targets of EsaR and newly identified ten other genes also directly controlled by EsaR (Chapter 4). Two direct targets of EsaR, rcsA and lrhA, became the focus of additional studies to further define the hierarchy of gene control downstream of the quorum-sensing regulator EsaR. RcsA controls capsule production, while LrhA controls motility and adhesion in P. stewartii. The regulons of rcsA and lrhA were defined by RNA-Seq, which also revealed multi-level control of rcsA gene expression (Chapter 5). Tight coordinated and temporal control of virulence factors is important for successful disease progression by pathogens. This dissertation work aims to enable a better understanding of the quorum-sensing hierarchy of genetic control in V. parahaemolyticus and P. stewartii. / Ph. D.

Computational systems biology is an inter-disciplinary field that aims to develop computational approaches for a system-level understanding of biological systems. Advances in high-throughput biotechnology offer broad scope and high resolution in multiple disciplines. However, it is still a major challenge to extract biologically meaningful information from the overwhelming amount of data generated from biological systems. Effective computational approaches are of pressing need to reveal the functional components. Thus, in this dissertation work, we aim to develop computational approaches for differential analysis of RNA-seq and methylation data to detect aberrant events associated with cancers. We develop a novel Bayesian approach, BayesIso, to identify differentially expressed isoforms from RNA-seq data. BayesIso features a joint model of the variability of RNA-seq data and the differential state of isoforms. BayesIso can not only account for the variability of RNA-seq data but also combines the differential states of isoforms as hidden variables for differential analysis. The differential states of isoforms are estimated jointly with other model parameters through a sampling process, providing an improved performance in detecting isoforms of less differentially expressed. We propose to develop a novel probabilistic approach, DM-BLD, in a Bayesian framework to identify differentially methylated genes. The DM-BLD approach features a hierarchical model, built upon Markov random field models, to capture both the local dependency of measured loci and the dependency of methylation change. A Gibbs sampling procedure is designed to estimate the posterior distribution of the methylation change of CpG sites. Then, the differential methylation score of a gene is calculated from the estimated methylation changes of the involved CpG sites and the significance of genes is assessed by permutation-based statistical tests. We have demonstrated the advantage of the proposed Bayesian approaches over conventional methods for differential analysis of RNA-seq data and methylation data. The joint estimation of the posterior distributions of the variables and model parameters using sampling procedure has demonstrated the advantage in detecting isoforms or methylated genes of less differential. The applications to breast cancer data shed light on understanding the molecular mechanisms underlying breast cancer recurrence, aiming to identify new molecular targets for breast cancer treatment. / Ph. D.

Generation and characterization of activation tagged potato mutants could aid in functional genomic studies. Morphological and molecular studies were conducted to compare potato cv. Bintje, its two mutants, underperformer (up), and nikku generated using the activation tagging vector pSKI074, and nikku revertant plants. Mutant up exhibited a dwarf phenotype (plant height 42 cm vs. 73 cm in cv. Bintje), abundant axillary shoot growth (3.1 shoots/plant compared to 0.7 shoots/plant in cv. Bintje; in vitro plants), greater tuber yield, altered tuber traits and early senescence compared to wild-type Bintje under in vitro conditions. Under in vivo conditions, the dwarf and early senescence phenotypes of the mutant were consistent, but the tuber yield of up was less (250 g/plant compared to 610 g/plant in wild-type Bintje) and had fewer axillary shoots compared to wild-type (1.9 shoots/plant in up vs. 4.7 shoots/plant in Bintje). Mutant nikku plants exhibited an extremely dwarf phenotype (plant height 2 cm in nikku vs. 6 cm in Bintje), had small hyponastic leaves, were rootless, and infrequently produced small tubers when compared to cv. Bintje. The overall nikku phenotype was suggestive of a constitutive stress response, which was further supported by the higher expression levels of several stress-responsive genes in nikku. The nikku revertant plants exhibited near normal stem elongation, larger leaves and consistent rooting, and it was a case of partial reversion. Southern blot analyses indicated the presence of single T-DNA insertions on chromosome 10 in the up and on chromosome 12 in the nikku mutant. The reversion in the nikku plants was not associated with the loss of enhancer copies from the original nikku mutant. Reverse transcriptase PCR analyses indicated transcriptional activation/repression of several genes in the up and nikku mutants, suggesting pleiotropic effects. In revertant, the expression levels of several genes which were differentially regulated in the nikku mutant were similar to Bintje. The gene immediately flanking the right border of the T-DNA insertion, which encoded a novel BTB/POZ (Broad complex, Tramtrac, Bric a brac; also known as Pox virus and Zinc finger) domain-containing protein, was highly up-regulated in the up mutant. This protein domain plays an important role in several important developmental, transcriptional and regulatory pathways. The mRNA-seq analyses resulted in 1,632 genes that were differentially expressed between mutant up and Bintje and the total number of up-regulated genes (661) were less than the number of genes down-regulated (971 genes) in the up mutant. Further analyses indicated that a variety of biological processes including decreased cell division, cell cycle activity, and abiotic stress responses were modified in the up mutant. In the nikku mutant, two potato genes, encoding an Acyl-CoA N-acyltransferases (NAT) superfamily protein, and a predicted major facilitator superfamily protein (MFS) were identified and overexpression lines Bintje/35S::NAT1 and Bintje/35S::PMT1 were created for recapitulation of the nikku mutant phenotype. Methylated DNA-PCR between the nikku and the revertant indicated a change in methylation status of the 35S enhancers, suggesting that the nikku revertant phenotype may be associated with some epigenetic modification. / Ph. D.

In the United States corn is one of the leading agricultural products and one of the top exports. The majority of U.S corn is grown in the Midwestern region of the U.S. known as the Corn Belt where the bacterial disease Stewart's Wilt reduces crop yield. Pantoea stewartii subsp. stewartii (Pss) is transmitted into corn via the corn flea beetle insect vector, Chaetocnema pulicaria. As the beetle feeds on the corn plant leaves, Pss deposited in beetle feces enter the leaf through lesions. The early stage of Pss infection begins in the mesophyll apoplast of the corn leaf where a type III secretion system (T3SS) and its associated effectors induce water soaking (WS) and nutrient release. Ultimately, Pss will enter the plant xylem apoplast (will be referred to as the xylem) and use quorum sensing (QS) to initiate a lifestyle shift. Within the xylem, Pss grows to high cell density and secretes exopolysaccharide (EPS), forming a biofilm which eventually obstructs water transport, leading to wilting and necrosis. Previous Tn-Seq experiments provided insights into genes that are essential for in planta survival, including the master transcriptional regulator, Leucine-responsive Regulatory Protein (Lrp). To better understand the role of Lrp when Pss inhabits the xylem, RNA-Seq experiments comparing Pss wild-type and ∆lrp strains grown in planta were conducted to ascertain differential gene expression. The RNA-Seq data was further analyzed using DESeq2 and validated using qRT-PCR methods. Following validation, the Pss genome was annotated using Blast2GO software and genes upregulated and downregulated by Lrp were linked with biological processes. Lrp was found to be involved in regulating capsule biosynthesis and nitrogen-associated assimilation and metabolism during Pss survival in the xylem. This provides further insight into how Pss contends with harmful host defense compounds and extracts scarce nutrients present in the in planta xylem environment. A corn xylem fluid extraction method was developed that has enabled more physiologically relevant growth experiments to be conducted in vitro. Extracted xylem fluid was used to grow Pss wild-type and ∆lrp mutant strains as monocultures to observe any differences in growth patterns in different growth media. When grown separately in xylem fluid or Luria-Bertani (LB) medium, the Pss wild-type and ∆lrp mutant strains grew at similar rates and to final cell densities . The Pss ∆lrp mutant strain greatly outcompeted the wild type when grown together in LB medium. However, when the two Pss strains were growth together in xylem fluid, a shift in relative competition was observed, providing evidence of the wild type slightly outcompeting the ∆lrp mutant. Analysis of the composition of extracted xylem fluid through metabolomics will help define the nutrients specifically utilized by Pss in planta. Altogether, the outcome of these research projects was to provide pertinent discoveries to contribute to understanding the mechanisms used by Pss to survive in the corn xylem environment. Broadly, increased understanding of Pss pathogenesis may translate to understanding pathogenesis mechanisms in other bacterial wilt-disease causing plant pathogens. / Master of Science / Corn is a significant agricultural product and export in the United States. This important crop is used as a food source for humans, a primary nutrient source of livestock, and a major ingredient for corn-based industries manufacturing commodities such as culinary additives, biofuels, and preservatives. Certain bacteria are greatly beneficial to plants, able to increase their overall health and growth, while other bacteria share a more insidious relationship with plants and cause disease. The research discussed in this thesis focuses on the bacterial pathogen Pantoea stewartii subspecies stewartii (Pss), the causal agent of Stewart's wilt disease in corn. Pss grows inside the plant xylem (vascular tissues which distribute water throughout the plant) and forms a biofilm that causes plant wilt leading to lower crop yield and even plant death. Previous research on Pss identified important genes for successful Pss survival inside the corn plant xylem. One of those genes codes for the Leucine-responsive Regulatory Protein (Lrp). Using a combination of experimental (RNA-Seq) and computational (bioinformatics) analyses, Lrp was found to control other genes related in biological process important for living inside the plant, necessary for the metabolism of available nutrients and production the protect slime layer within biofilm. By better understanding the key bacterial genes needed for Pss to grow inside the xylem, new disease intervention strategies can be developed to disrupt these genes and impede the ability of the bacterium to infect the plant. A second part of this research project was to develop a method for extracting corn xylem fluid from the plant. Using this extracted xylem fluid, experiments could be conducted in the laboratory to study Pss growth in more detail. The original strain of Pss (wild type) was grown separately and in combination with a Pss mutant lacking the Lrp gene in the extracted xylem fluid. Both strains grew similarly in the xylem fluid, but the wild type slightly outcompeted the mutant strain when they were grown in competition. Future work in the lab will use extracted xylem fluid to determine its precise nutrient composition and the development of synthetic xylem fluid that will enable a more detailed analysis of mechanisms used by Pss to grow in the xylem. Work on Pss serves as a model for the study of other bacterial wilt-disease causing pathogens.

Pantoea stewartii subsp. stewartii is a bacterium that causes Stewart’s wilt disease in corn plants. The bacteria are transmitted to the plants via an insect vector, the corn flea beetle Chaetocnema pulicaria. Once in the plant, the bacteria migrate to the xylem and grow to high cell densities, forming a biofilm by secreting excess capsular exopolysaccharide, which blocks water transport and causes wilting. The timing of virulence factor synthesis is regulated by the cell-density dependent quorum sensing (QS) system. Such temporal regulation is crucial in establishing infection and is orchestrated by the QS-dependent transcriptional regulator EsaR. EsaR represses expression of capsular exopolysaccharide at low cell densities. At high cell densities, an acylated homoserine lactone (AHL) molecule produced during growth by the cognate AHL-synthase EsaI accumulates. The AHL binds to and inactivates EsaR, causing derepression of capsule production. EsaR is a member of the LuxR family of QS-dependent transcriptional factors. Most LuxR homologs are unstable and/or insoluble in the absence of AHL which has hindered structural studies. Chapter Two describes the changes in the structure of EsaR due to binding of AHL ligand as determined through biochemical methods. EsaR was found to be stable and retain its multimeric state in the absence or presence of AHL, but intra- and inter-domain changes occurred that affect its DNA-binding capacity. Apart from repressing expression of capsule at low cell-densities, EsaR represses its own expression and activates production of a small RNA, EsaS, with unknown function. In Chapter Three a proteomic approach was used to identify an additional 30 QS-controlled proteins. Genes encoding three of these proteins are directly regulated by EsaR and the EsaR binding sites in the respective promoters were defined. In Chapter Four, a high-throughput RNA-Seq method identified even more genes in the QS regulon that the proteomic approach overlooked. RNA-Seq analysis of rRNA-depleted RNA from two strains of P. stewartii was used as a screen to help identify 11 promoters, subsequently shown to be directly regulated by EsaR in vitro. Most of the genes controlled by QS grouped into three major physiological responses, capsule & cell wall production, surface motility & adhesion and stress response. In Chapter Five, the role of two QS regulated genes, dkgA (encoding 2, 5-diketo-D-gluconate) and lrhA (encoding a repressor of chemotaxis, adhesion and motility), in plant virulence were examined. These studies have better characterized the QS regulator EsaR and its interaction with the AHL ligand, and shown that QS has a more global response in P. stewartii than previously recognized. Further characterization of the genes identified in this study could facilitate identification of factors crucial in plant pathogenesis or insect-vector symbiosis and aid in the development of molecular-based approaches for possible disease intervention. / Ph. D.