Browsing by Author "Xie, Hehuang David"

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    Comparative Genomics Insights into Speciation and Evolution of Hawaiian Drosophila
    Kang, Lin (Virginia Tech, 2017-05-01)
    Speciation and adaptation have always been of great interest to biologists. The Hawaiian archipelago provides a natural arena for understanding adaptive radiation and speciation, and genomics and bioinformatics offer new approaches for studying these fundamental processes. The mode of speciation should have profound impacts on the genomic architecture and patterns of reproductive isolation of new species. The Hawaiian Drosophila are a spectacular example of sequential colonization, adaptive radiation, and speciation in the islands with nearly 1,000 estimated species, of which more than 500 have been described to date. This dissertation gives an overview of the Hawaiian Drosophila system (Chapter 1), new insights into genomes of three recently diverged species of Hawaiian picture-winged Drosophila (Chapter 2), as well as estimated gene flow patterns (Chapter 3). Additionally, I present a new approach of mapping genomic scaffolds onto chromosomes, based on NextGen sequencing from chromosomal microdissections (Chapter 4), and gene expression profiles of backcross hybrids and their parental forms (Chapter 5). Overall, obtained results were used to address such fundamental questions as the role of adaptive changes, founder effects (small effective population size in isolation), and genetic admixture during speciation.
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    Detection of Cell-free Tumor DNA in Liquid Biopsies of Dogs with B cell Lymphoma: A Biomarker Discovery
    Vadlamudi, Sai Navya (Virginia Tech, 2024-08-12)
    Lymphoma is a common hematopoietic malignancy in canines. Current diagnostic techniques to diagnose lymphoma are often invasive and expensive. Additionally, tumor heterogeneity complicates the accurate classification and diagnosis of specific subtypes, hindering the development of targeted therapy and prognostic assessments. We propose a minimally invasive liquid biopsy technique involving blood collection to detect cell-free DNA from tumors using Next-generation sequencing. We hypothesize that identical tumor aberrations can be found in matching plasma and tumor DNA. Five dogs diagnosed with B-cell lymphoma through flow cytometry or PAAR were enrolled in the study. Samples collected included: (1) blood for plasma (cfDNA), (2) tumor tissue fine-needle aspirates (tumor DNA), and (3) buccal swabs (genomic DNA, germline control). Whole Genome Sequencing was performed using Illumina NovaSeq 6000, and the sequenced output was analyzed with bioinformatics tools to detect somatic variants in plasma and tumor samples. Our results revealed many shared somatic variants between matched cfDNA and tumor DNA samples, with 1.7-49% of tumor variants also found in corresponding plasma samples. Shared variants constituted only 0.5-9% of all plasma somatic variants. Specific B-cell lymphoma mutations were identified in cfDNA, including MYC, POT1, and TRAF3, alongside other cancer-related genes. Tumor samples showed mutations in genes associated with canine and human B-cell lymphoma. This study suggests that tumor-specific genomic mutations can be detected in plasma, supporting the potential of liquid biopsy as a less invasive diagnostic tool. However, cfDNA may not capture the full genetic heterogeneity of tumors due to low tumor-derived DNA content in limited plasma volumes.
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    Divergent age-dependent peripheral immune transcriptomic profile following traumatic brain injury
    Hazy, Amanda; Bochicchio, Lauren; Oliver, Andrea; Xie, Eric; Geng, Shuo; Brickler, Thomas; Xie, Hehuang David; Li, Liwu; Allen, Irving C.; Theus, Michelle H. (Springer Nature, 2019-06-12)
    The peripheral immune system is a major regulator of the pathophysiology associated with traumatic brain injury (TBI). While age-at-injury influences recovery from TBI, the differential effects on the peripheral immune response remain unknown. Here, we investigated the effects of TBI on gene expression changes in murine whole blood using RNAseq analysis, gene ontology and network topology-based key driver analysis. Genome-wide comparison of CCI-injured peripheral whole blood showed a significant increase in genes involved in proteolysis and oxidative-reduction processes in juvenile compared to adult. Conversely, a greater number of genes, involved in migration, cytokine-mediated signaling and adhesion, were found reduced in CCI-injured juvenile compared to CCI-injured adult immune cells. Key driver analysis also identified G-protein coupled and novel pattern recognition receptor (PRR), P2RY10, as a central regulator of these genes. Lastly, we found Dectin-1, a c-type lectin PRR to be reduced at the protein level in both naive neutrophils and on infiltrating immune cells in the CCI-injured juvenile cortex. These findings demonstrate a distinct peripheral inflammatory profile in juvenile mice, which may impact the injury and repair response to brain trauma.
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    Dynamic Alu Methylation during Normal Development, Aging, and Tumorigenesis
    Luo, Yanting; Lu, Xuemei; Xie, Hehuang David (Hindawi, 2014-08-27)
    DNA methylation primarily occurs on CpG dinucleotides and plays an important role in transcriptional regulations during tissue development and cell differentiation. Over 25% of CpG dinucleotides in the human genome reside within Alu elements, the most abundant human repeats. The methylation of Alu elements is an important mechanism to suppress Alu transcription and subsequent retrotransposition. Decades of studies revealed that Alu methylation is highly dynamic during early development and aging. Recently, many environmental factors were shown to have a great impact on Alu methylation. In addition, aberrant Alu methylation has been documented to be an early event in many tumors and Alu methylation levels have been associated with tumor aggressiveness. The assessment of the Alu methylation has become an important approach for early diagnosis and/or prognosis of cancer. This review focuses on the dynamic Alu methylation during development, aging, and tumor genesis. The cause and consequence of Alu methylation changes will be discussed.
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    EGR1 recruits TET1 to shape the brain methylome during development and upon neuronal activity
    Sun, Zhixiong; Xu, Xiguang; He, Jianlin; Murray, Alexander; Sun, Ming-an; Wei, Xiaoran; Wang, Xia; McCoig, Emmarose; Xie, Evan; Jiang, Xi; Li, Liwu; Zhu, Jinsong; Chen, Jianjun; Morozov, Alexei; Pickrell, Alicia M.; Theus, Michelle H.; Xie, Hehuang David (2019-08-29)
    Life experience can leave lasting marks, such as epigenetic changes, in the brain. How life experience is translated into storable epigenetic information remains largely unknown. With unbiased data-driven approaches, we predicted that Egr1, a transcription factor important for memory formation, plays an essential role in brain epigenetic programming. We performed EGR1 ChIP-seq and validated thousands of EGR1 binding sites with methylation patterns established during postnatal brain development. More specifically, these EGR1 binding sites become hypomethylated in mature neurons but remain heavily methylated in glia. We further demonstrated that EGR1 recruits a DNA demethylase TET1 to remove the methylation marks and activate downstream genes. The frontal cortices from the knockout mice lacking Egr1 or Tet1 share strikingly similar profiles in both gene expression and DNA methylation. In summary, our study reveals EGR1 programs the brain methylome together with TET1 providing new insight into how life experience may shape the brain methylome.
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    EGR2 is elevated and positively regulates inflammatory IFNγ production in lupus CD4+ T cells
    Dai, Rujuan; Heid, Bettina; Xu, Xiguang; Xie, Hehuang David; Reilly, Christopher M.; Ahmed, Sattar Ansar (2020-07-09)
    Background Recent studies have shown that early growth response 2 (EGR2) is highly induced in activated T cells and regulates T cell functions. In normal C57BL/6 (B6) mice, deletion of EGR2 in lymphocytes results in the development of lupus-like systemic autoimmune disease, which implies indirectly an autoimmune protective role of EGR2. Conversely, increased EGR2 gene expression is suggested to link with high risk of human lupus. In the present studies we sought to clarify the expression and inflammation regulatory role of EGR2 in murine lupus T cells directly. Results We performed RT-qPCR analysis and found a significant increase of EGR2 mRNA expression in human lupus PBMCs and in CD4+ T cells from three different murine lupus models including MRL-lpr, B6-lpr, and B6.sle123 mice at diseased stage when compared to age-matched control MRL or B6 mice. By performing intracellular flow cytometry analysis, we found that EGR2 protein expression was significantly increased in resting lupus (either MRL-lpr or B6.sle123) CD4+ T cells when compared to CD4+ T cells from their respective non-autoimmune controls. However, there was no difference of EGR2 protein expression in anti-CD3 and anti-CD28 stimulated control and lupus CD4+ T cells since there was a stronger induction of EGR2 in activated control CD4+ T cells. EGR2 expression was significantly increased in MRL-lpr mice at an age when lupus is manifested. To understand further the function of elevated EGR2 in lupus CD4+ T cells, we inhibited EGR2 with a specific siRNA in vitro in splenocytes from MRL-lpr and control MRL mice at 15 weeks-of-age. We found that EGR2 inhibition significantly reduced IFNγ production in PMA and ionomycin activated MRL-lpr lupus CD4+ T cells, but not control MRL CD4+ T cells. We also found that inhibition of EGR2 in vitro suppressed the Th1 differentiation in both MRL and MRL-lpr naïve CD4+ T cells. Conclusions EGR2 is highly upregulated in human and murine lupus cells. Our in vitro data suggest a positive role of EGR2 in the regulation of Th1 differentiation and IFNγ production in lupus effector CD4+ T cells.
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    Epigenetic Mechanisms in Blast-Induced Neurotrauma
    Bailey, Zachary S. (Virginia Tech, 2017-09-06)
    Blast-induced neurotrauma (BINT) is a prevalent brain injury within both military and civilian populations due to current engagement in overseas conflict and ongoing terrorist events worldwide. In the early 2000s, 78% of injuries were attributable to an explosive mechanism during overseas conflicts, which has led to increased incidences of BINT [1a]. Clinical manifestations of BINT include long-term psychological impairments, which are driven by the underlying cellular and molecular sequelae of the injury. Development of effective treatment strategies is limited by the lack of understanding on the cellular and molecular level [2a]. The overall hypothesis of this work is that epigenetic regulatory mechanisms contribute to the progression of the BINT pathology and neurological impairments. Epigenetic mechanisms, including DNA methylation and histone acetylation, are important processes by which cells coordinate neurological and cellular response to environmental stimuli. To date, the role of epigenetics in BINT remains largely unknown. To test this hypothesis, an established rodent model of BINT was employed [3a]. Analysis of DNA methylation, which is involved in memory processes, showed decreased levels one week following injury, which was accompanied by decreased expression of the enzyme responsible for facilitating the addition of methyl groups to DNA. The one week time point also showed dramatic decreases in histone acetylation which correlated to decline in memory. This change was observed in astrocytes and may provide a mechanistic understanding for a hallmark characteristic of the injury. Treatment with a specific enzyme inhibitor was able to mitigate some of the histone acetylation changes. This corresponded with reduced astrocyte activation and an altered behavioral phenotype, which was characterized by high response to novelty. The diagnostic efficacy of epigenetic changes following blast was elucidated by the accumulation of cell-free nucleic acids in cerebrospinal fluid one month after injury. Concentrations of these molecules shows promise in discriminating between injured and non-injured individuals. To date, the diagnostic and therapeutic efforts of BINT have been limited by the lack of a mechanistic understanding of the injury. This work provides novel diagnostic and therapeutic targets. The clinical potential impact on diagnosis and therapeutic intervention has been demonstrated.
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    The Epigenetic Role of EGR1 during Postnatal Mammalian Brain Development
    Sun, Zhixiong (Virginia Tech, 2018-08-03)
    DNA methylation is an epigenetic mechanism critical for tissue development, cell specification and cellular function. Mammalian brains consist of millions to billions of neurons and glial cells that can be subdivided into many distinct types of cells. We hypothesize that brain methylomes are heterogeneously methylated across different types of cells and the transcription factors play key roles in brain methylome programming. To dissect brain methylome heterogeneity, in Chapter 2, we first focused on the identification of cell-subset specific methylated (CSM) loci which demonstrate bipolar DNA methylation pattern, i.e., hypermethylated in one cell subset but hypomethylated in others. With the genome-scale hairpin bisulfite sequencing approach, we demonstrated that the majority of CSM loci predicted likely resulted from the methylation differences among brain cells rather than from asymmetric DNA methylation between DNA double strands. Importantly, we found that putative CSM loci increased dramatically during early stages of brain development and were enriched for GWAS variants associated with neurological disorder-related diseases/traits. It suggests the important role of putative CSM loci during brain development, implying that dramatic changes in functions and complexities of the brain may be companied by a rapid change in epigenetic heterogeneity. To explore epigenetic regulatory mechanisms during brain development, as described in Chapter 3, we adopted unbiased data-driven approaches to re-analyze methylomes for human and mouse frontal cortices at different developmental stages. We predicted Egr1, a transcriptional factor with important roles in neuron maturation, synaptic plasticity, long-term memory formation and learning, plays an essential role in brain epigenetic programming. We performed EGR1 ChIP-seq and validated that thousands of EGR1 binding sites are with cell-type specific methylation patterns established during postnatal frontal cortex development. More specifically, the CpG dinucleotides within these EGR1 binding sites become hypomethylated in mature neurons but remain heavily methylated in glia. We further demonstrated that EGR1 recruits a DNA demethylase TET1 to remove the methylation marks at EGR1 binding sites and activate downstream genes. Also, we found that the frontal cortices from the knockout mice lacking Egr1 or Tet1 share strikingly similar profiles in both gene expression and DNA methylation. Collectively, the study in this dissertation reveals EGR1 programs the brain methylome together with TET1 during postnatal development. This study also provides new insights into how life experience and neuronal activity may shape the brain methylome.
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    Evaluating and Improving Performance of Bisulfite Short Reads Alignment and the Identification of Differentially Methylated Sites
    Tran, Hong Thi Thanh (Virginia Tech, 2018-01-18)
    Large-scale bisulfite treatment and short reads sequencing technology allows comprehensive estimation of methylation states of Cs in the genomes of different tissues, cell types, and developmental stages. Accurate characterization of DNA methylation is essential for understanding genotype phenotype association, gene and environment interaction, diseases, and cancer. The thesis work first evaluates the performance of several commonly used bisulfite short read mappers and investigates how pre-processing data might affect the performance. Aligning bisulfite short reads to a reference genome remains a challenging task. In practice, only a limited proportion of bisulfite treated DNA reads can be mapped uniquely (around 50-70%) while a significant proportion of reads (called multireads) are aligned to multiple genomic locations. The thesis outlines a strategy to improve the mapping efficiencies of the existing bisulfite short reads software by finding unique locations for multireads. Analyses of both simulated data and real hairpin bisulfite sequencing data show that our strategy can effectively assign approximately 70% of the multireads to their best locations with up to 90% accuracy, leading to a significant increase in the overall mapping efficiency. The most common and essential downstream task in DNA methylation analysis is to detect differential methylated cytosines (DMCs). Although many statistical methods have been applied to detect DMCs, inconsistency in detecting differential methylated sites among statistical tools remains. We adapt the wavelet-based functional mixed models (WFMM) to detect DMCs. Analyses of simulated Arabidopsis data show that WFMM has higher sensitivities and specificities in detecting DMCs compared to existing methods especially when methylation differences are small. Analyses of monozygotic twin data who have different pain sensitivity also show that WFMM can find more relevant DMCs related to pain sensitivity compared to methylKit. In addition, we provide a strategy to modify the default settings in both WFMM and methylKit to be more tailored to a given methylation profile, thus improving the accuracy of detecting DMCs. Population growth and climate change leave billions of people around the world living in water scarcity conditions. Therefore, utility of reclaimed water (treated wastewater) is pivotal for water sustainability. Recently, researchers discovered microbial regrowth problems in reclaimed water distribution systems (RWDs). The third part of the thesis involves: 1) identifying fundamental conditions that affect proliferation of antibiotic resistance genes (ARGs), 2) identifying the effect of water chemistry and water age on microbial regrowth, and 3) characterizing co-occurrence of ARGs and/or mobile genetics elements (MGEs), i.e., plasmids in simulated RWDs. Analyses of preliminary results from simulated RWDs show that biofilms, bulk water environment, temperature, and disinfectant types have significant influence on shaping antibiotic resistant bacteria (ARB) communities. In particular, biofilms create a favorable environment for ARGs to diversify but with lower total ARG populations. ARGs are the least diverse at 300C and the most diverse at 220C. Disinfectants reduce ARG populations as well as ARG diversity. Chloramines keep ARG populations and diversity at the lowest rate. Disinfectants work better in bulk water environment than in biofilms in terms of shaping resistome. Network analysis on assembly data is done to determine which ARG pairs are the most co-occurred. Bayesian network is more consistent with the co-occurrence network constructed from assembly data than the network based on Spearman's correlation network of ARG abundance profiles.
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    Evaluation of Computational and Experimental Parameters in RNA Bisulfite Sequencing Analysis and Applications in Brain Development Studies
    Johnson, Zachary Austin (Virginia Tech, 2023-09-13)
    Epitranscriptomics, the study of RNA modifications, has become a hotspot of research over the last decade. Over 170 unique modifications have been discovered with a widespread occurrence in a diverse range of RNAs. 5-methylcytosine, m5C, is an evolutionarily conserved and reversable modification that regulates the stability and export of tRNAs, rRNAs, and mRNAs. m5C has recently been implicated in many biological phenomena including tumorigenesis, embryonic cell expansion and differentiation, brain development, and neuronal functions. While we are just beginning to understand the functions of m5C, a gold standard of m5C detection has yet to be established due to the low signal-to-noise presence of m5C. In this work, we utilize RNA bisulfite sequencing as a transcriptome-wide approach to understand the computational and chemical parameters needed to optimize m5C discovery in the mitochondria and the developing brain. In Chapter 1, we systematically evaluate four preparation conditions of bisulfite sequencing to identify potential presence of m5C-mRNAs localized to the mitochondria in neuronal stem cells. In tandem, we utilize unique molecular identifiers and a consortium of control template transcripts to evaluate sources of false positive m5C sites that may emerge from sequencing errors, PCR amplification, and the inadequate bisulfite conversion of transcripts. While improvements to mitochondrial transcript bisulfite conversion and false positive filtering were observed, no mitochondrial mRNAs were identified to be methylated, indicating no or very few methylated cytosines in mitochondrial mRNAs and the need for improved chemical methods to detect mitochondrial m5C-mRNAs if any. In Chapter 2, we employ the computational approaches established in Chapter 1 to survey the m5C landscape of the developing mammalian brain. We discover a general increase in unique m5C sites in mouse whole brain tissue when compared to neuronal cell cultures. Of these sites, we found the post-natal day 0 and 17 brain time points to undergo significant methylation level changes in comparison to the 6-week-old brain. These differentially methylated sites were significantly enriched for brain development, synaptic development, and transcriptional control gene network pathways. In Chapter 3, we expand on our findings in Chapter 2 to understand the impact of m5C reader FMRP and m5C eraser TET1 loss in the mouse post-natal day 17 brain. Among a set of m5C sites identified in wildtype or knockout samples, few were differentially methylated after protein ablation, suggesting m5C may rely on compensatory enzymes. Using FMRP-RNA pulldown assays to validate FMRP binding positions, we identified Ralbp1 to be hypermethylated and overexpressed in Fmr1-KO brain tissues. RalBP1 is a binding protein responsible for the endocytosis of AMPA receptors, a process critical for neuronal long term depression and brain development.
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    Evaluation of Sex Differences in the Hippocampus and Pituitary of Egr1 conditional knockout mice mediated by Nestin-Cre
    Swilley, Cody Lynn (Virginia Tech, 2023-08-29)
    Early growth response 1 (Egr1) is a transcription factor critical for learning and memory in the hippocampus and pituitary cell differentiation. Egr1 has been shown to extend continuation of the long-term potentiation in the hippocampus and is credited for forming long-term memories. The somatotrophs in the pituitary produce growth hormone and are found to be decreased in Egr1KO mice. These animals are also found to be sterile due to a decrease in LHB, which blocks ovulation. All previous studies have evaluated these physiological processes with complete Egr1KO research strains or antisense oligonucleotides, up until now, no data specific to individual type of cells has been generated. In an attempt to focus on the understanding of the functions of Egr1 gene in neural cell lineage, we are using an Egr1cKO Nestin-Cre model. Nestin allows for targeting neuronal lineage specific cells. In Chapter 1, we provide a systemic view of Egr1 gene and Nestin-Cre as a system for generating conditional knockout mouse strains. The Chapter begins with the identification of Egr1 gene and its protein structure, then proceeds to grasp its link to memory with behavior testing. The critical role of Egr1 in the pituitary and what cell populations are affected is also described. The same goes for Nestin-Cre, along with its limitations and understanding how to account for them in a study. The Egr1cKO Nestin-Cre system is the best form to understand neurological cell populations with Egr1 removal. In Chapter 2 and Chapter 3, we employ the Egr1cKO Nestin-Cre mouse model to understand cell-specific knockout of Egr1 in the nervous system by evaluating the hippocampus and pituitary. We explore learning and memory through behavioral tests and ribonucleic acid sequencing (RNA-seq) analysis to understand gene expression changes with Egr1 removal. Females showed higher activity during behavior tests, with more movement in the elevated plus maze and lower freezing times during the contextual fear conditioning. RNA-seq had higher changes in females than males but was not affected by the Nestin-Cre system overall. The same RNA-seq changes in the pituitary gland were present, with females having higher genomic differentiation. Females had growth-specific pathways altered by Nestin-Cre.
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    Functional study of miRNA-mRNA interactions in malaria mosquito An. gambiae
    Fu, Xiaonan (Virginia Tech, 2018-07-02)
    Female adults of many mosquito species possess distinct physiological features adapting to blood feeding for successful reproduction. The disease pathogens that are transmitted by mosquitoes have evolved to take advantages of the indispensable blood feedings to complete their transmission cycles and to survive attacks from the mosquito's innate immune system. Normal egg development and mosquito immunity are tightly controlled by tissue- and stage-specific gene expression and coordinated by many signal molecules in the mosquito. Understanding gene regulation affecting mosquito reproduction and malaria parasites infection is of paramount importance for developing novel malaria control strategies. A growing body of evidence indicates that microRNAs (miRNAs) are involved in egg maturation and immune reactions against invading pathogens in mosquitoes. However, the molecular mechanisms by which specific miRNAs selectively modulate reproduction and the survival of pathogens are largely unknown. The miRNA-induced gene-silencing pathway in mosquitoes was mostly extrapolated from the studies of flies. To explore the dynamics of miRNAs in reproduction, I used small RNAs sequencing to monitor miRNAs expression and their association with Argonaute 1 (Ago1) and Argonaute 2 (Ago2) in the malaria mosquito Anopheles gambiae (An. gambiae) during the 72-h period immediately after blood feeding. I found the abundance and Ago loading of most of the mature miRNAs were relatively stable after blood ingestion. However, miRNAs of the miR-309/286/2944 cluster were considerably upregulated after blood feeding. I confirmed that miR-309 is essential for normal egg development by depletion of endogenous miR-309 with a specific antagomir. In addition, my results showed that the Ago association of some miRNAs was not proportional to their cellular abundance implying additional regulation at miRNA integration. To investigate the functional roles of miRNAs and define context-dependent miRNA-mRNA interactions during the reproductive process, I have applied an innovative experimental approach to study miRNA-mRNA interactome. CLEAR (covalent ligation of endogenous Argonaute-bound RNAs)-CLIP can generate miRNA-mRNA chimeras from UV-irradiation stabilized Ago-miRNA-mRNA complex. My results have defined tens of thousands of miRNA-mRNA interactions in mosquitoes, including novel targets for mosquito-specific miRNAs. Verification of the predicted interactions using mRNA-seq, ribosome-profiling, and luciferase reporter assay revealed a reliable miRNA-mRNA interaction network. Based on the detected interactions, I refined the paring rules for mosquito miRNAs and illustrated the dynamic pairing between different regions of miRNAs with their targets in vivo. The miRNA-mRNA interactions were compared using this approach at multiple time points before and after blood feeding. Importantly, this study showed that the interactions were dynamic and enriched in genes that are involved in metabolisms, supporting the proposed functions of miRNAs in coordinating the gene regulation in mosquito reproduction. Plasmodium falciparum (P. falciparum) is a major human malaria parasite. To understand the functions of miRNAs in the mosquito resistance to Plasmodium infection, we analyzed the miRNA-mRNA interactions after female mosquitoes taking a P. falciparum-infected blood meal or an uninfected blood meal. Comparison of the interactions revealed enhanced miRNA-mRNA interactions after P. falciparum infection involving a group of immunity-related genes. In summary, this study has provided a systematic view and significantly advanced our understanding of the miRNA functions in mosquito reproduction and P. falciparum infection.
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    Fusion of bovine fibroblasts to mouse embryonic stem cells: a model to study nuclear reprogramming
    Villafranca Locher, Maria Cristina (Virginia Tech, 2018-04-20)
    The cells from the inner cell mass (ICM) of an early embryo have the potential to differentiate into all the different cell types present in an adult organism. Cells from the ICM can be isolated and cultured in vitro, becoming embryonic stem cells (ESCs). ESCs have several properties that make them unique: they are unspecialized, can self-renew indefinitely in culture, and given the appropriate cues can differentiate into cells from all three germ layers (ecto-, meso-, and endoderm), including the germline, both in vivo and in vitro. Induced pluripotent stem cells (iPSCs) can be generated from adult, terminally differentiated somatic cells by transient exogenous expression of four transcription factors (Oct4, Sox2, Klf4, and cMyc; OSKM) present normally in ESCs. It has been shown that iPSCs are equivalent to ESCs in terms of morphology, gene expression, epigenetic signatures, in vitro proliferation capacity, and in vitro and in vivo differentiation potential. However, unlike ESCs, iPSCs can be obtained from a specific individual without the need for embryos. This makes them a promising source of pluripotent cells for regenerative medicine, tissue engineering, drug discovery, and disease modelling; additionally, in livestock species such as the bovine, they also have applications in genetic selection, production of transgenic animals for agricultural and biomedical purposes, and species conservancy. Nevertheless, ESC and iPSC lines that meet all pluripotency criteria have, to date, only been successfully produced in mice, rats, humans, and non-human primates. In the first part of this dissertation, we attempted reprogramming of three types of bovine somatic cells: fetal fibroblasts (bFFs), adult fibroblasts (bAFs), and bone marrow-derived mesenchymal stem cells (bMSCs), using six different culture conditions adapted from recent work in mice and humans. Using basic mouse reprogramming conditions, we did not succeed in inducing formation of ESC-like colonies in bovine somatic cells. The combination of 2i/LIF plus ALK5 inhibitor II and ascorbic acid, induced formation of colony-like structures with flat morphology, that occasionally produced trophoblast-like structures. These trophoblast-like vesicles did not appear when an inhibitor of Rho-associated, coiled-coil containing protein kinase 1 (ROCK) was included in the medium. We screened for expression of exogenous OSKM vector with RT-PCR and found upregulation of OSKM vector 24h after Dox was added to the medium; however, expression was sharply decreased on day 2 after Dox induction, and was not detectable after day 3. In a separate experiment, we induced reprogramming of bFF and bAFs using medium supplemented with 50% of medium conditioned by co-culture with the bovine trophoblast CT1 line. These cells expressed both OCT4 and the OSKM vector 24h after Dox induction. However, similar to our previous observations, both markers decreased expression until no signal was detected after day 3. In summary, we were unable to produce fully reprogrammed bovine iPSCs using mouse and human protocols, and the exact cause of our lack of success is unclear. It is possible that a different method of transgene expression could play a role in reprogramming. However, these ideas would be driven by a rather empirical reasoning, extrapolating findings from other species, and not contributing in our understanding of the particular differences of pluripotecy in ungulates. Our inability to produce bovine iPSCs, combined with the only partial reprogramming observed by others, justifies the need for in depth study of bovine pluripotency mechanisms, before meaningful attempts to reprogram bovine somatic cells to plutipotency are made. Therefore, we focused on getting a better understanding of bovine nuclear reprogramming. This would allow us to rationally target the specific requirements of potential bovine pluripotent cells. Cell fusion is a process that involves fusion of the membrane of two or more cells to form a multinucleated cell. Fusion of a somatic cell to an ESC is known to induce expression of pluripotency markers in the somatic nucleus. In the second part of this dissertation, we hypothesized that fusion of bFFs to mouse ESCs (mESCs) would induce expression of pluripotency markers in the bFF nucleus. We first optimized a cell fusion protocol based on the use of polyethylene glycol (PEG), and obtained up to 11.02% of multinucleated cells in bFFs. Next, we established a method to specifically select for multinucleated cells originated from the fusion of mESCs with bFFs (heterokaryons), using indirect immunofluorescence. With this in place, flow cytometry was used to select 200 heterokaryons which were further analyzed using RNA-seq. We found changes in bovine gene expression patterns between bFFs and heterokaryons obtained 24h after fusion. Focusing on the bovine transcriptome, heterokaryons presented upregulation of early pluripotency markers OCT4 and KLF4, as well as hypoxia response genes, contrasted with downregulation of cell cycle inhibitors such as SST. The cytokine IL6, known to increase survival of early embryos in vitro, was upregulated in heterokaryons, although its role and mechanism of action is still unclear. This indicates that the heterokaryon cell fusion model recapitulates several of the events of early reprogramming, and can therefore be used for further study of pluripotency in the bovine. The cell fusion model presented here can be used as a tool to characterize early changes in bovine somatic nuclear reprogramming, and to study the effect of different reprogramming conditions on the bovine transcriptome.
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    Global Demethylation of Rat Chondrosarcoma Cells after Treatment with 5-Aza-2′-Deoxycytidine Results in Increased Tumorigenicity
    Hamm, Christopher A.; Xie, Hehuang David; Costa, Fabricio F.; Vanin, Elio F.; Seftor, Elisabeth A.; Sredni, Simone T.; Bischof, Jared; Wang, Deli; Bonaldo, Maria F.; Hendrix, Mary J. C.; Soares, Marcelo B. (Public Library of Science, 2009-12-17)
    Abnormal patterns of DNA methylation are observed in several types of human cancer. While localized DNA methylation of CpG islands has been associated with gene silencing, the effect that genome-wide loss of methylation has on tumorigenesis is not completely known. To examine its effect on tumorigenesis, we induced DNA demethylation in a rat model of human chondrosarcoma using 5-aza-2-deoxycytidine. Rat specific pyrosequencing assays were utilized to assess the methylation levels in both LINEs and satellite DNA sequences following 5-aza-2-deoxycytidine treatment. Loss of DNA methylation was accompanied by an increase in invasiveness of the rat chondrosarcoma cells, in vitro, as well as by an increase in tumor growth in vivo. Subsequent microarray analysis provided insight into the gene expression changes that result from 5-aza-2-deoxycytidine induced DNA demethylation. In particular, two genes that may function in tumorigenesis, sox-2 and midkine, were expressed at low levels in control cells but upon 5-aza-2-deoxycytidine treatment these genes became overexpressed. Promoter region DNA analysis revealed that these genes were methylated in control cells but became demethylated following 5-aza-2-deoxycytidine treatment. Following withdrawal of 5-aza-2-deoxycytidine, the rat chondrosarcoma cells reestablished global DNA methylation levels that were comparable to that of control cells. Concurrently, invasiveness of the rat chondrosarcoma cells, in vitro, decreased to a level indistinguishable to that of control cells. Taken together these experiments demonstrate that global DNA hypomethylation induced by 5-aza-2-deoxycytidine may promote specific aspects of tumorigenesis in rat chondrosarcoma cells.
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    HBS-Tools for Hairpin Bisulfite Sequencing Data Processing and Analysis
    Sun, Ming-an; Velmurugan, Karthik Raja; Keimig, David; Xie, Hehuang David (Hindawi, 2015-12-20)
    The emerging genome-wide hairpin bisulfite sequencing (hairpin-BS-Seq) technique enables the determination of the methylation pattern for DNA double strands simultaneously. Compared with traditional bisulfite sequencing (BS-Seq) techniques, hairpin-BS-Seq can determine methylation fidelity and increase mapping efficiency. However, no computational tool has been designed for the analysis of hairpin-BS-Seq data yet. Here we present HBS-tools, a set of command line based tools for the preprocessing, mapping, methylation calling, and summarizing of genome-wide hairpin-BS-Seq data. It accepts paired-end hairpin-BS-Seq reads to recover the original (pre-bisulfite-converted) sequences using global alignment and then calls the methylation statuses for cytosines on both DNA strands after mapping the original sequences to the reference genome. After applying to hairpin-BS-Seq datasets, we found that HBS-tools have a reduced mapping time and improved mapping efficiency compared with state-of-the-art mapping tools. The HBS-tools source scripts, along with user guide and testing data, are freely available for download.
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    Human rhinovirus infection causes different DNA methylation changes in nasal epithelial cells from healthy and asthmatic subjects
    McErlean, Peter; Favoreto, Silvio Jr; Costa, Fabricio F.; Shen, Junqing; Quraishi, Jihan; Biyasheva, Assel; Cooper, Jocelyn J.; Scholtens, Denise M.; Vanin, Elio F.; de Bonaldo, Maria F.; Xie, Hehuang David; Soares, Marcelo B.; Avila, Pedro C. (2014-06-19)
    Background Mechanisms underlying the development of virus-induced asthma exacerbations remain unclear. To investigate if epigenetic mechanisms could be involved in virus-induced asthma exacerbations, we undertook DNA methylation profiling in asthmatic and healthy nasal epithelial cells (NECs) during Human Rhinovirus (HRV) infection in vitro. Methods Global and loci-specific methylation profiles were determined via Alu element and Infinium Human Methylation 450-K microarray, respectively. Principal components analysis identified the genomic loci influenced the most by disease-status and infection. Real-time PCR and pyrosequencing were used to confirm gene expression and DNA methylation, respectively. Results HRV infection significantly increased global DNA methylation in cells from asthmatic subjects only (43.6% to 44.1%, p = 0.04). Microarray analysis revealed 389 differentially methylated loci either based on disease status, or caused by virus infection. There were disease-associated DNA methylation patterns that were not affected by HRV infection as well as HRV-induced DNA methylation changes that were unique to each group. A common methylation locus stood out in response to HRV infection in both groups, where the small nucleolar RNA, H/ACA box 12 (SNORA12) is located. Further analysis indicated that a relationship existed between SNORA12 DNA methylation and gene expression in response to HRV infection. Conclusions We describe for the first time that Human rhinovirus infection causes DNA methylation changes in airway epithelial cells that differ between asthmatic and healthy subjects. These epigenetic differences may possibly explain the mechanism by which respiratory viruses cause asthma exacerbations.
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    Identifying Transcriptional Regulatory Modules Among Different Chromatin States in Mouse Neural Stem Cells
    Banerjee, Sharmi; Zhu, Hongxiao; Tang, Man; Feng, Wu-chun; Wu, Xiaowei; Xie, Hehuang David (Frontiers, 2019-01-15)
    Gene expression regulation is a complex process involving the interplay between transcription factors and chromatin states. Significant progress has been made toward understanding the impact of chromatin states on gene expression. Nevertheless, the mechanism of transcription factors binding combinatorially in different chromatin states to enable selective regulation of gene expression remains an interesting research area. We introduce a nonparametric Bayesian clustering method for inhomogeneous Poisson processes to detect heterogeneous binding patterns of multiple proteins including transcription factors to form regulatory modules in different chromatin states. We applied this approach on ChIP-seq data for mouse neural stem cells containing 21 proteins and observed different groups or modules of proteins clustered within different chromatin states. These chromatin-state-specific regulatory modules were found to have significant influence on gene expression. We also observed different motif preferences for certain TFs between different chromatin states. Our results reveal a degree of interdependency between chromatin states and combinatorial binding of proteins in the complex transcriptional regulatory process. The software package is available on Github at - https://github.com/BSharmi/DPM-LGCP.
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    Integrative single-cell omics analyses reveal epigenetic heterogeneity in mouse embryonic stem cells
    Luo, Yanting; He, Jianlin; Xu, Xiguang; Sun, Ming-an; Wu, Xiaowei; Lu, Xuemei; Xie, Hehuang David (PLOS, 2018-03)
    Embryonic stem cells (ESCs) consist of a population of self-renewing cells displaying extensive phenotypic and functional heterogeneity. Research towards the understanding of the epigenetic mechanisms underlying the heterogeneity among ESCs is still in its initial stage. Key issues, such as how to identify cell-subset specifically methylated loci and how to interpret the biological meanings of methylation variations remain largely unexplored. To fill in the research gap, we implemented a computational pipeline to analyze single-cell methylome and to perform an integrative analysis with single-cell transcriptome data. According to the origins of variation in DNA methylation, we determined the genomic loci associated with allelic-specific methylation or asymmetric DNA methylation, and explored a beta mixture model to infer the genomic loci exhibiting cell-subset specific methylation (CSM). We observed that the putative CSM loci in ESCs are significantly enriched in CpG island (CGI) shelves and regions with histone marks for promoter and enhancer, and the genes hosting putative CSM loci show wide-ranging expression among ESCs. More interestingly, the putative CSM loci may be clustered into co-methylated modules enriching the binding motifs of distinct sets of transcription factors. Taken together, our study provided a novel tool to explore single-cell methylome and transcriptome to reveal the underlying transcriptional regulatory networks associated with epigenetic heterogeneity of ESCs.
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    The Interaction of Early Growth Response Gene 1 and Myocyte Enhancer Factor 2C in the Murine Brain Cortex
    Murray, Alexander James (Virginia Tech, 2021-09-16)
    Early growth response gene – 1 (Egr1) encodes a protein widely present in mammalian body, such as connective tissue, cardiac tissue, the liver, and the brain. As a transcription factor (TF), it is involved in processes that take place in the endocrine, digestive, immune, musculo-skeletal and central nervous systems, for instance, B cell maturation upon B cell receptor activation, tendon repair upon mechano-stimulation, and long-term spatial memory formation. In mammalian brains, EGR1 controls the responses to environmental stimuli such as chronic stress and physical contact. It also participates in processes such as long-term memory consolidation and synapse re-structuring. It plays a role in enacting responses and qualities of gene transcription cascades upon neuronal stimulation. Inside the epigenetic realm, EGR1 recruits Ten-eleven translocation methylcytosine dioxygenase 1 (TET1) to remove DNA methylation at target loci. Due to its critical functions during brain development and upon neuronal activation, mis-regulation of EGR1 is associated with neuropsychological disorders such as post-traumatic stress disorder (PTSD) and schizophrenia (SCZ) in humans. In this study, we performed bioinformatics analysis with brain methylomes and predicted EGR1 may interact with myocyte enhancer factor 2C (MEF2C), which is known to be involved in many similar processes as EGR1, such as synapse architecture, cell migration, and learning and memory. EGR1 and MEF2C ChIP-seq data derived from mouse frontal cortex suggest these two proteins may regulate a common set of downstream genes. To begin, co-immunoprecipitation experiments were performed with HEK293T cells co-transfected with EGR1-FLAG and MEF2C-HA tagged constructs, allowing for specific interaction identification without endogenous protein expression interference. Furthermore, co-immunoprecipitation experiments performed with brain tissues additionally indicated the two proteins interact with each other endogenously. Altogether, this study provides protein-protein interaction evidence for EGR1 and MEF2C in cultured HEK293 cells and in the cortices of adult male mice. This information provides a foundation for future examinations of how these two TFs interact to initiate cascading events following neuronal stimulation.
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    Investigating bisulfite short-read mapping failure with hairpin bisulfite sequencing data
    Porter, Jacob; Sun, Ming-an; Xie, Hehuang David; Zhang, Liqing (BMC, 2015-11-10)
    Background: DNA methylation is an important epigenetic mark relevant to normal development and disease genesis. A common approach to characterizing genome-wide DNA methylation is using Next Generation Sequencing technology to sequence bisulfite treated DNA. The short sequence reads are mapped to the reference genome to determine the methylation statuses of Cs. However, despite intense effort, a much smaller proportion of the reads derived from bisulfite treated DNA (usually about 40-80%) can be mapped than regular short reads mapping (> 90%), and it is unclear what factors lead to this low mapping efficiency. Results: To address this issue, we used the hairpin bisulfite sequencing technology to determine sequences of both DNA double strands simultaneously. This enabled the recovery of the original non-bisulfite-converted sequences. We used Bismark for bisulfite read mapping and Bowtie2 for recovered read mapping. We found that recovering the reads improved unique mapping efficiency by 9-10% compared to the bisulfite reads. Such improvement in mapping efficiency is related to sequence entropy. Conclusions: The hairpin recovery technique improves mapping efficiency, and sequence entropy relates to mapping efficiency.