VTechWorks Repository :: Browsing by Author "Aylward, Frank O."

Browsing by Author "Aylward, Frank O."

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Analysis of Viral Promoters for Transgene Expression and of the Effect of 5'-UTRs on Alternative Translational Start Sites in Chlamydomonas
Niemeyer, Justus; Fischer, Laura; Aylward, Frank O.; Schroda, Michael (MDPI, 2023-04-21)
Microalgae biotechnology has the potential to produce high quality bioproducts in a sustainable manner. Here, Chlamydomonas reinhardtii has shown great potential as a host for biotechnological exploitation. However, low expression of nuclear transgenes is still a problem and needs to be optimized. In many model organisms, viral promoters are used to drive transgene expression at high levels. However, no viruses are known to infect Chlamydomonas, and known viral promoters are not functional. Recently, two different lineages of giant viruses were identified in the genomes of Chlamydomonas reinhardtii field isolates. In this work, we tested six potentially strong promoters from these viral genomes for their ability to drive transgene expression in Chlamydomonas. We used ble, NanoLUC, and mCherry as reporter genes, and three native benchmark promoters as controls. None of the viral promoters drove expression of any reporter gene beyond background. During our study, we found that mCherry variants are produced by alternative in-frame translational start sites in Chlamydomonas. We show that this problem can be overcome by mutating the responsible methionine codons to codons for leucine and by using the 5′-UTR of βTUB2 instead of the 5′-UTRs of PSAD or RBCS2. Apparently, the βTUB2 5′-UTR promotes the use of the first start codon. This could be mediated by the formation of a stem-loop between sequences of the βTUB2 5′-UTR and sequences downstream of the first AUG in the mCherry reporter, potentially increasing the dwell time of the scanning 40S subunit on the first AUG and thus decreasing the probability of leaky scanning.
Bacteriophage Distributions and Temporal Variability in the Ocean's Interior
Luo, Elaine; Aylward, Frank O.; Mende, Daniel R.; DeLong, Edward F. (American Society for Microbiology, 2017-11)
Bacteriophages are numerically the most abundant DNA-containing entities in the oligotrophic ocean, yet how specific phage populations vary over time and space remains to be fully explored. Here, we conducted a metagenomic time-series survey of double-stranded DNA phages throughout the water column in the North Pacific Subtropical Gyre, encompassing 1.5 years from depths of 25 to 1,000 m. Viral gene sequences were identified in assembled metagenomic samples, yielding an estimated 172,385 different viral gene families. Viral marker gene distributions suggested that lysogeny was more prevalent at mesopelagic depths than in surface waters, consistent with prior prophage induction studies using mitomycin C. A total of 129 ALOHA viral genomes and genome fragments from 20 to 108 kbp were selected for further study, which represented the most abundant phages in the water column. Phage genotypes displayed discrete population structures. Most phages persisted throughout the time-series and displayed a strong depth structure that mirrored the stratified depth distributions of co-occurring bacterial taxa in the water column. Mesopelagic phages were distinct from surface water phages with respect to diversity, gene content, putative life histories, and temporal persistence, reflecting depth-dependent differences in host genomic architectures and phage reproductive strategies. The spatiotemporal distributions of the most abundant open-ocean bacteriophages that we report here provide new insight into viral temporal persistence, life history, and virus-host-environment interactions throughout the open-ocean water column. IMPORTANCE The North Pacific Subtropical Gyre represents one of the largest biomes on the planet, where microbial communities are central mediators of ecosystem dynamics and global biogeochemical cycles. Critical members of these communities are the viruses of marine bacteria, which can alter microbial metabolism and significantly influence their survival and productivity. To better understand these viral assemblages, we conducted genomic analyses of planktonic viruses over a seasonal cycle to ocean depths of 1,000 m. We identified 172,385 different viral gene families and 129 unique virus genotypes in this open-ocean setting. The spatiotemporal distributions of the most abundant open-ocean viruses that we report here provide new insights into viral temporal variability, life history, and virus-host-environment interactions throughout the water column.
Comparative Genomics and Environmental Distribution of Large dsDNA Viruses in the Family Asfarviridae
Karki, Sangita; Moniruzzaman, Mohammad; Aylward, Frank O. (2021-03-15)
The family Asfarviridae is a group of nucleo-cytoplasmic large DNA viruses (NCLDVs) of which African swine fever virus (ASFV) is well-characterized. Recently the discovery of several Asfarviridae members other than ASFV has suggested that this family represents a diverse and cosmopolitan group of viruses, but the genomics and distribution of this family have not been studied in detail. To this end we analyzed five complete genomes and 35 metagenome-assembled genomes (MAGs) of viruses from this family to shed light on their evolutionary relationships and environmental distribution. The Asfarvirus MAGs derive from diverse marine, freshwater, and terrestrial habitats, underscoring the broad environmental distribution of this family. We present phylogenetic analyses using conserved marker genes and whole-genome comparison of pairwise average amino acid identity (AAI) values, revealing a high level of genomic divergence across disparate Asfarviruses. Further, we found that Asfarviridae genomes encode genes with diverse predicted metabolic roles and detectable sequence homology to proteins in bacteria, archaea, and eukaryotes, highlighting the genomic chimerism that is a salient feature of NCLDV. Our read mapping from Tara oceans metagenomic data also revealed that three Asfarviridae MAGs were present in multiple marine samples, indicating that they are widespread in the ocean. In one of these MAGs we identified four marker genes with > 95% AAI to genes sequenced from a virus that infects the dinoflagellate Heterocapsa circularisquama (HcDNAV). This suggests a potential host for this MAG, which would thereby represent a reference genome of a dinoflagellate-infecting giant virus. Together, these results show that Asfarviridae are ubiquitous, comprise similar sequence divergence as other NCLDV families, and include several members that are widespread in the ocean and potentially infect ecologically important protists.
Deep Learning Based Proteomic Language Modelling for in-silico Protein Generation
Kesavan Nair, Nitin (Virginia Tech, 2020-09-29)
A protein is a biopolymer of amino acids that encodes a particular function. Given that there are 20 amino acids possible at each site, even a short protein of 100 amino acids has $20^{100}$ possible variants, making it unrealistic to evaluate all possible sequences in sequence level space. This search space could be reduced by considering the fact that billions of years of evolution exerting a constant pressure has left us with only a small subset of protein sequences that carry out particular cellular functions. The portion of amino acid space occupied by actual proteins found in nature is therefore much smaller than that which is possible cite{kauffman1993origins}. By examining related proteins that share a conserved function and common evolutionary history (heretofore referred to as protein families), it is possible to identify common motifs that are shared. Examination of these motifs allows us to characterize protein families in greater depth and even generate new ``in silico" proteins that are not found in nature, but exhibit properties of a particular protein family. Using novel deep learning approaches and leveraging the large volume of genomic data that is now available due to high-throughput DNA sequencing, it is now possible to examine protein families in a scale and resolution that has never before been possible. By using this abundance of data to learn high dimensional representations of amino acids sequences, in this work, we show that it is possible to generate novel sequences from a particular protein family. Such a deep sequential model-based approach has great value for bioinformatics and biotechnological applications due to its rapid sampling abilities.
Development, Characterization, and Use of Molecular Tools to Study Immune-Driven Zika Virus Evolution
Marano, Jeffrey Matthew (Virginia Tech, 2023-02-16)
Emerging viruses represent a significant threat to human health. Understanding the drivers of emergence, such as viral evolution, is a critical avenue to combat these pathogens. One specific group of emerging pathogens of interest is flaviviruses. Flaviviruses are arthropod-borne viruses (arbovirus) in the family Flaviviridae. The medically relevant flaviviruses can be divided into two groups – tick-borne and mosquito-borne. Included within the mosquito-borne flaviviruses group are dengue viruses 1-4 (DENV 1-4), which causes 400 million infections annually, and Zika virus (ZIKV), which caused over 128 million infections from 2013-2018. These viruses, which are cocirculating, share high sequence similarity in key antigenic regions. Because of these similarities, pre-existing immunity to DENV has been correlated with altered pathogenesis of subsequent ZIKV infections. Despite this, there has been little analysis of the effects of pre-existing DENV immunity on the evolution of subsequent flavivirus infection, despite being characterized for many other viruses. Given that mutation that could arise from cross-reactive immune selection could alter pathology or transmissibility, it is critical to assess the role of cross-reactive immune selection as an evolutionary driver. However, this line of research has historically been difficult due to the inherent toxicity of flavivirus infectious clones in bacteria. To mitigate the toxic nature of flavivirus clones, we developed several entirely in vitro workflows using a combination of rolling circle amplification (RCA) and replication cycle reaction (RCR). We demonstrated that RCA was a comparable substitute to traditional plasmid propagation using an alphavirus infection clone. We further demonstrated that RCR could be used to generate infectious clones by producing infectious clones of DENV2 and SARS-CoV-2, as well as demonstrating it could be used to introduce mutations into infectious clones by producing a D614G SARS-CoV-2 mutations. With this technology in place, we used in vitro directed evolution system, where we passaged ZIKV in convalescent patient serum to assess the role of cross-reactive immune selection as an evolutionary driver. After passaging, we performed next-generation sequencing to assess the impacts of cross-reactive immune selection on the viral populations and to identify mutations that arose post-passaging. We observed that ZIKV passaged in convalescent DENV serum had reduced diversity and divergence in the premembrane region. Within the convalescent DENV passaged population, we identified two mutations of interest with the dominant antibody binding region – E-V335I and NS1-T139A. These mutations were then introduced using our in vitro workflows. The resulting mutant viruses were then assessed for their replicative fitness in mammalian cell culture and mosquito models and their sensitivity to neutralization. We observed that while both E-V355I and NS1-T139A have increased fitness in mammalian cells, they had reduced fitness in mosquitoes. These results align with the trade-off hypothesis, which states that in a multi-host system, adaptation to one host reduces fitness in the other hosts. When we assessed the neutralization sensitivity of the mutants, we observed that while NS1-T193A was resistant to neutralization, E-V355I was more sensitive to neutralization. These results indicate that neutralization escape is not necessary for enhanced post-passaging in convalescent DENV serum. Our findings demonstrate that cross-reactive immune selection can generate several mutations with altered fitness in mammalian cells and mosquitos. This research is significant for both highlighting novel technologies to facilitate molecular virology and demonstrating that cross-reactive immune selection has the potential to alter the evolutionary trajectory of flaviviruses. This work provides critical information to understand how flaviviruses are evolving and emerging, and therefore critical information to address their threat to human health.
Diel cycling and long-term persistence of viruses in the ocean’s euphotic zone
Aylward, Frank O.; Boeuf, Dominique; Mende, Daniel R.; Wood-Charlson, Elisha M.; Vislova, Alice; Eppley, John M.; Romano, Anna E.; DeLong, Edward F. (National Academy of Sciences, 2017-09-17)
Viruses are fundamental components of marine microbial communities that significantly influence oceanic productivity, biogeochemistry, and ecosystem processes. Despite their importance, the temporal activities and dynamics of viral assemblages in natural settings remain largely unexplored. Here we report the transcriptional activities and variability of dominant dsDNA viruses in the open ocean’s euphotic zone over daily and seasonal timescales. While dsDNA viruses exhibited some fluctuation in abundance in both cellular and viral size fractions, the viral assemblage was remarkably stable, with the most abundant viral types persisting over many days. More extended time series indicated that long-term persistence (>1 y) was the rule for most dsDNA viruses observed, suggesting that both core viral genomes as well as viral community structure were conserved over interannual periods. Viral gene transcription in host cell assemblages revealed diel cycling among many different viral types. Most notably, an afternoon peak in cyanophage transcriptional activity coincided with a peak in Prochlorococcus DNA replication, indicating coordinated diurnal coupling of virus and host reproduction. In aggregate, our analyses suggested a tightly synchronized diel coupling of viral and cellular replication cycles in both photoautotrophic and heterotrophic bacterial hosts. A surprising consequence of these findings is that diel cycles in the ocean’s photic zone appear to be universal organizing principles that shape ecosystem dynamics, ecological interactions, and biogeochemical cycling of both cellular and acellular community components.
A distinct lineage of Caudovirales that encodes a deeply branching multi-subunit RNA polymerase
Weinheimer, Alaina R.; Aylward, Frank O. (2020-09-09)
Bacteriophages play critical roles in the biosphere, but their vast genomic diversity has obscured their evolutionary origins, and phylogenetic analyses have traditionally been hindered by their lack of universal phylogenetic marker genes. In this study we mine metagenomic data and identify a clade of Caudovirales that encodes the beta and beta' subunits of multi-subunit RNA polymerase (RNAP), a high-resolution phylogenetic marker which enables detailed evolutionary analyses. Our RNAP phylogeny revealed that the Caudovirales RNAP forms a clade distinct from cellular homologs, suggesting an ancient acquisition of this enzyme. Within these multimeric RNAP-encoding Caudovirales (mReC), we find that the similarity of major capsid proteins and terminase large subunits further suggests they form a distinct clade with common evolutionary origin. Our study characterizes a clade of RNAP-encoding Caudovirales and suggests the ancient origin of this enzyme in this group, underscoring the important role of viruses in the early evolution of life on Earth.
Diversity and genomics of giant viruses in the North Pacific Subtropical Gyre
Farzad, Roxanna; Ha, Anh D.; Aylward, Frank O. (Frontiers, 2022-11)
Large double-stranded DNA viruses of the phylum Nucleocytoviricota, often referred to as "giant viruses," are ubiquitous members of marine ecosystems that are important agents of mortality for eukaryotic plankton. Although giant viruses are known to be prevalent in marine systems, their activities in oligotrophic ocean waters remain unclear. Oligotrophic gyres constitute the majority of the ocean and assessing viral activities in these regions is therefore critical for understanding overall marine microbial processes. In this study, we generated 11 metagenome-assembled genomes (MAGs) of giant viruses from samples previously collected from Station ALOHA in the North Pacific Subtropical Gyre. Phylogenetic analyses revealed that they belong to the orders Imitervirales (n =6), Algavirales (n =4), and Pimascovirales (n =1). Genome sizes ranged from similar to 119-574 kbp, and several of the genomes encoded predicted TCA cycle components, cytoskeletal proteins, collagen, rhodopsins, and proteins potentially involved in other cellular processes. Comparison with other marine metagenomes revealed that several have broad distribution across ocean basins and represent abundant viral constituents of pelagic surface waters. Our work sheds light on the diversity of giant viruses present in oligotrophic ocean waters across the globe.
Dynamic genome evolution and complex virocell metabolism of globally-distributed giant viruses
Moniruzzaman, Mohammad; Martinez-Gutierrez, Carolina Alejandra; Weinheimer, Alaina R.; Aylward, Frank O. (Nature Research, 2020)
The discovery of eukaryotic giant viruses has transformed our understanding of the limits of viral complexity, but the extent of their encoded metabolic diversity remains unclear. Here we generate 501 metagenome-assembled genomes of Nucleo-Cytoplasmic Large DNA Viruses (NCLDV) from environments around the globe, and analyze their encoded functional capacity. We report a remarkable diversity of metabolic genes in widespread giant viruses, including many involved in nutrient uptake, light harvesting, and nitrogen metabolism. Surprisingly, numerous NCLDV encode the components of glycolysis and the TCA cycle, suggesting that they can re-program fundamental aspects of their host’s central carbon metabolism. Our phylogenetic analysis of NCLDV metabolic genes and their cellular homologs reveals distinct clustering of viral sequences into divergent clades, indicating that these genes are virus-specific and were acquired in the distant past. Overall our findings reveal that giant viruses encode complex metabolic capabilities with evolutionary histories largely independent of cellular life, strongly implicating them as important drivers of global biogeochemical cycles.
Effects of land management and climate change on soil microbial communities in Appalachian forest ecosystems
Osburn, Ernest D. (Virginia Tech, 2021-03-26)
In terrestrial ecosystems, microorganisms are the dominant drivers of virtually all ecosystem processes, particularly cycling of carbon (C), nitrogen (N), and phosphorus (P). These microbial functions are critical for promoting ecosystem services that support human well-being, such as provisioning of clean drinking water, nitrogen retention, and carbon storage. In forests of the Appalachian region of the eastern US, these ecosystem services are threatened by multiple anthropogenic influences, including present and past land use activities (e.g., logging, conversion to agriculture) and climate change (e.g., intensifying droughts). However, despite the central importance of microbial communities in promoting ecosystem functions, impacts of land management and climate change on soil microorganisms remain poorly understood in the region. This dissertation seeks to address the following questions: 1) How does a new forest management practice, Rhododendron understory removal, influence the ecosystem functions of soil microbial communities? 2) Do historical land management activities have long-term legacy effects on the structure and ecosystem functions of soil microbial communities? And 3) Does historical land use influence responses of soil microbial communities to intensifying drought? In chapter 2, I show that experimental Rhododendron understory removal increased soil C and N availability, thereby promoting increased total microbial biomass. This increased microbial biomass resulted in elevated production of microbial extracellular enzymes, which increased rates of C and N cycling in soils following Rhododendron removal. In chapter 3, I examined soils across several historically disturbed and adjacent undisturbed reference forests and show that historical management activities, e.g., logging, conversion to agriculture, have long-term effects on soil microbial communities 4-8 decades after management activities occurred. These effects included increased bacterial diversity, increased relative abundance of r-selected bacterial taxa, and increased abundance of arbuscular mycorrhizal fungi. In chapter 4, I show that key soil biogeochemical processes, i.e., C mineralization, N mineralization, and nitrification, exhibit generally higher rates in historically disturbed forests relative to adjacent reference forests. Further, I attributed these changes in ecosystem process rates to changes in key aspects of microbial communities, including microbial biomass, extracellular enzyme activities, and bacterial r- vs K-selection. In chapter 5, I conducted a drought-rewetting experiment and show wide-ranging effects of experimental drought on soil microbial communities, including altered diversity, community composition, and shifts in the relative abundances of several specific taxa. Further, drought responses were particularly evident in soils from historically disturbed forests, indicating influences of land management on responses of soil communities to climate change. Finally, in chapter 6, I show that the experimental drought also influenced several ecosystem-scale properties of soils, including increased soil N pools and increased respiratory C loss. Overall, my dissertation reveals wide-ranging effects of anthropogenic activities on soil microorganisms and shows that microbial communities will influence forest responses to global change at the ecosystem scale.
Endogenous giant viruses contribute to intraspecies genomic variability in the model green alga Chlamydomonas reinhardtii
Moniruzzaman, Mohammad; Erazo-Garcia, Maria P.; Aylward, Frank O. (Oxford University Press, 2022-11)
Chlamydomonas reinhardtii is a unicellular eukaryotic alga that has been studied as a model organism for decades. Despite an extensive history as a model system, phylogenetic and genetic characteristics of viruses infecting this alga have remained elusive. We analyzed high-throughput genome sequence data of C. reinhardtii field isolates, and in six we discovered sequences belonging to endogenous giant viruses that reach up to several 100 kb in length. In addition, we have also discovered the entire genome of a closely related giant virus that is endogenized within the genome of Chlamydomonas incerta, the closest sequenced relative of C. reinhardtii. Endogenous giant viruses add hundreds of new gene families to the host strains, highlighting their contribution to the pangenome dynamics and interstrain genomic variability of C. reinhardtii. Our findings suggest that the endogenization of giant viruses may have important implications for structuring the population dynamics and ecology of protists in the environment.
Evolutionary Genomics of Dominant Bacterial and Archaeal Lineages in the Ocean
Martinez Gutierrez, Carolina Alejandra (Virginia Tech, 2023-01-20)
The ocean plays essential roles in Earth's biochemistry. Most of the nutrient transformations that fuel trophic webs in the ocean are mediated by microorganisms. The extent of phylogenetic and metabolic diversity of key culture and uncultured marine microbial clades started to be revealed due to progress in sequencing technologies, however we still lack a comprehensive understanding of the evolutionary processes that led to the microbial diversity we see in the ocean today. In this dissertation, I apply phylogenomic and comparative genomic methods to explore the evolutionary genomics of bacterial and archaeal clades that are relevant due to their abundance and biogeochemical activities in the ocean. In Chapter 1, I review relevant literature regarding the evolutionary genomics of marine bacteria and archaea, with emphasis on the origins of marine microbial diversity and the evolution of genome architecture. In Chapter 2, I use a comparative framework to get insights into the evolutionary forces driving genome streamlining in the Ca. Marinimicrobia, a clade widely distributed in the ocean. This project shows that differences in the environmental conditions found along the water column led to contrasting mechanisms of evolution and ultimately genome architectures. In Chapter 3, I assess the phylogenetic signal and congruence of marker genes commonly used for phylogenetic studies of bacteria and archaea and propose a pipeline and a set of genes that provide a robust phylogenetic signal for the reconstruction of multi-domain phylogenies. In Chapter 4, I apply a phylogeny-based statistical approach to evaluate how tightly genome size in bacteria and archaea is linked to evolutionary ii history, including marine clades. I present evidence suggesting that phylogenetic history and environmental complexity are strong drivers of genome size in prokaryotes. Lastly, in Chapter 5, I estimate the emergence time of marine bacterial and archaeal clades in the context of the Prokaryotic Tree of Life and demonstrate that the diversification of these groups is linked to the three main oxygenation periods occurring throughout Earth's history. I also identify the metabolic novelties that likely led to the colonization of marine realms. Here I present methodological frameworks in the fields of comparative genomics and phylogenomics to study the evolution of marine microbial diversity and show evidence suggesting that the main evolutionary processes leading to the extant diversity seen in the ocean today are intimately linked to geological and biological innovations occurring throughout Earth's history.
Evolutionary History of Immunomodulatory Genes of Giant Viruses
Perez, Claudia Elizabeth (Virginia Tech, 2022-05-20)
Nucleocytoplasmic large DNA viruses (NCLDVs) have genome sizes that range from around 100 kilobases (kb) to up to 2.5 megabases, and virion sizes that can reach up to 1.5 μm. Their large size in both of these contexts is atypical and defies the traditional view that viruses are streamlined, "filterable infectious agents". NCLDVs include many diverse groups, including Poxviruses, Asfarviruses, Iridoviruses, Mimiviruses, and Marseilleviruses. Poxviruses are perhaps the most well-studied; these viruses have 135-360 kbp genomes with about half of the genes encoding essential replication genes and the other half encoding genes related to host-virus interactions. Many of the genes involved in host-virus interactions are involved in immunomodulatory processes and have homology to proteins encoded by the host. These viral genes, often referred to as "mimics", are therefore believed to be the result of host-to-virus gene transfer. In this study I sought to examine if common poxvirus immunomodulatory genes were found in other NCLDV lineages, and if so, to analyze the evolutionary history of these genes. I identified 5 protein families of immunomodulatory genes that were found in both poxviruses and other NCLDV lineages, and I used phylogenetic tools to compare viral immunomodulatory genes of NCLDVs to their eukaryotic orthologs to evaluate the number of times different NCLDV lineages have acquired these genes. Our phylogenetic analyses showed that several viral immunomodulatory genes were acquired multiple times by different NCLDV lineages, while others appear to have been transferred between viral groups. Interestingly, some NCLDV genes clustered together with homologs from the unrelated Herpesviridae family, suggesting that inter-viral gene exchange can traverse vast evolutionary distances. The vast diversity of hosts infected by different NCLDV lineages suggests that these immunomodulatory genes play key roles that are useful to viruses in a variety of contexts. This research provides insight into how giant viruses acquire host genes, which contribute to their large genome size, and how those genes evolved to subvert antiviral defenses.
FastViromeExplorer: a pipeline for virus and phage identification and abundance profiling in metagenomics data
Tithi, Saima Sultana; Aylward, Frank O.; Jensen, Roderick V.; Zhang, Liqing (PeerJ, 2018-01-12)
With the increase in the availability of metagenomic data generated by next generation sequencing, there is an urgent need for fast and accurate tools for identifying viruses in host-associated and environmental samples. In this paper, we developed a stand-alone pipeline called FastViromeExplorer for the detection and abundance quantification of viruses and phages in large metagenomic datasets by performing rapid searches of virus and phage sequence databases. Both simulated and real data from human microbiome and ocean environmental samples are used to validate FastViromeExplorer as a reliable tool to quickly and accurately identify viruses and their abundances in large datasets.
Heterotrophic Thaumarchaea with Small Genomes Are Widespread in the Dark Ocean
Aylward, Frank O.; Santoro, Alyson E. (American Society for Microbiology, 2020-05-01)
The Thaumarchaeota is a diverse archaeal phylum comprising numerous lineages that play key roles in global biogeochemical cycling, particularly in the ocean. To date, all genomically characterized marine thaumarchaea are reported to be chemolithoautotrophic ammonia oxidizers. In this study, we report a group of putatively heterotrophic marine thaumarchaea (HMT) with small genome sizes that is globally abundant in the mesopelagic, apparently lacking the ability to oxidize ammonia. We assembled five HMT genomes from metagenomic data and show that they form a deeply branching sister lineage to the ammonia-oxidizing archaea (AOA). We identify this group in metagenomes from mesopelagic waters in all major ocean basins, with abundances reaching up to 6% of that of AOA. Surprisingly, we predict the HMT have small genomes of ∼1 Mbp, and our ancestral state reconstruction indicates this lineage has undergone substantial genome reduction compared to other related archaea. The genomic repertoire of HMT indicates a versatile metabolism for aerobic chemoorganoheterotrophy that includes a divergent form III-a RuBisCO, a 2M respiratory complex I that has been hypothesized to increase energetic efficiency, and a three-subunit heme-copper oxidase complex IV that is absent from AOA. We also identify 21 pyrroloquinoline quinone (PQQ)-dependent dehydrogenases that are predicted to supply reducing equivalents to the electron transport chain and are among the most highly expressed HMT genes, suggesting these enzymes play an important role in the physiology of this group. Our results suggest that heterotrophic members of the Thaumarchaeota are widespread in the ocean and potentially play key roles in global chemical transformations. Importance: It has been known for many years that marine Thaumarchaeota are abundant constituents of dark ocean microbial communities, where their ability to couple ammonia oxidation and carbon fixation plays a critical role in nutrient dynamics. In this study, we describe an abundant group of putatively heterotrophic marine Thaumarchaeota (HMT) in the ocean with physiology distinct from those of their ammonia-oxidizing relatives. HMT lack the ability to oxidize ammonia and fix carbon via the 3-hydroxypropionate/4-hydroxybutyrate pathway but instead encode a form III-a RuBisCO and diverse PQQ-dependent dehydrogenases that are likely used to conserve energy in the dark ocean. Our work expands the scope of known diversity of Thaumarchaeota in the ocean and provides important insight into a widespread marine lineage.
High Transcriptional Activity and Diverse Functional Repertoires of Hundreds of Giant Viruses in a Coastal Marine System
Ha, Anh D.; Moniruzzaman, Mohammad; Aylward, Frank O. (American Society for Microbiology, 2021-08-31)
Viruses belonging to the Nucleocytoviricota phylum are globally distributed and include members with notably large genomes and complex functional repertoires. Recent studies have shown that these viruses are particularly diverse and abundant in marine systems, but the magnitude of actively replicating Nucleocytoviricota present in ocean habitats remains unclear. In this study, we compiled a curated database of 2,431 Nucleocytoviricota genomes and used it to examine the gene expression of these viruses in a 2.5-day metatranscriptomic time-series from surface waters of the California Current. We identified 145 viral genomes with high levels of gene expression, including 90 Imitervirales and 49 Algavirales viruses. In addition to recovering high expression of core genes involved in information processing that are commonly expressed during viral infection, we also identified transcripts of diverse viral metabolic genes from pathways such as glycolysis, the TCA cycle, and the pentose phosphate pathway, suggesting that virus-mediated reprogramming of central carbon metabolism is common in oceanic surface waters. Surprisingly, we also identified viral transcripts with homology to actin, myosin, and kinesin domains, suggesting that viruses may use these gene products to manipulate host cytoskeletal dynamics during infection. We performed phylogenetic analysis on the virus-encoded myosin and kinesin proteins, which demonstrated that most belong to deep-branching viral clades, but that others appear to have been acquired from eukaryotes more recently. Our results highlight a remarkable diversity of active Nucleocytoviricota in a coastal marine system and underscore the complex functional repertoires expressed by these viruses during infection. IMPORTANCE The discovery of giant viruses has transformed our understanding of viral complexity. Although viruses have traditionally been viewed as filterable infectious agents that lack metabolism, giant viruses can reach sizes rivalling cellular lineages and possess genomes encoding central metabolic processes. Recent studies have shown that giant viruses are widespread in aquatic systems, but the activity of these viruses and the extent to which they reprogram host physiology in situ remains unclear. Here, we show that numerous giant viruses consistently express central metabolic enzymes in a coastal marine system, including components of glycolysis, the TCA cycle, and other pathways involved in nutrient homeostasis. Moreover, we found expression of several viral-encoded actin, myosin, and kinesin genes, indicating viral manipulation of the host cytoskeleton during infection. Our study reveals a high activity of giant viruses in a coastal marine system and indicates they are a diverse and underappreciated component of microbial diversity in the ocean.
Historical land use has long-term effects on microbial community assembly processes in forest soils
Osburn, Ernest D.; Aylward, Frank O.; Barrett, J.E. (Springer Nature, 2021-09-10)
Land use change has long-term effects on the structure of soil microbial communities, but the specific community assembly processes underlying these effects have not been identified. To investigate effects of historical land use on microbial community assembly, we sampled soils from several currently forested watersheds representing different historical land management regimes (e.g., undisturbed reference, logged, converted to agriculture). We characterized bacterial and fungal communities using amplicon sequencing and used a null model approach to quantify the relative importance of selection, dispersal, and drift processes on bacterial and fungal community assembly. We found that bacterial communities were structured by both selection and neutral (i.e., dispersal and drift) processes, while fungal communities were structured primarily by neutral processes. For both bacterial and fungal communities, selection was more important in historically disturbed soils compared with adjacent undisturbed sites, while dispersal processes were more important in undisturbed soils. Variation partitioning identified the drivers of selection to be changes in vegetation communities and soil properties (i.e., soil N availability) that occur following forest disturbance. Overall, this study casts new light on the effects of historical land use on soil microbial communities by identifying specific environmental factors that drive changes in community assembly.
Identifying The Structure Of Genomic Islands In Prokaryotes
Aldaihani, Reem A. A. H. S. (Virginia Tech, 2022-08-03)
Prokaryotic genomes evolve via horizontal gene transfer (HGT), mutations, and rearrangements. HGT is a mechanism that plays a significant role in prokaryotic evolution and leads to biodiversity in nature. One of the important components of HGT is the genomic island (GI) which is a subsequence of the genome created by HGT. This research aims to identify the structures of the prokaryotic GIs that have a fundamental role in the adoption of prokaryotes and the impact of the species on the environment. Previous computational biology research has focused on developing tools that detect GIs in prokaryotic genomes, while there is little research investigating GI structure. This research introduces a novel idea that has not yet been addressed intensively, which is identifying additional structures of the GIs in prokaryotes. There are two main directions in this research used to study the prokaryotic GIs structure from each different perspective. In the first direction, the aim is to investigate GI patterns and the existence of biological connections across bacterial phyla in terms of GIs on a large scale. This direction mainly aims to pursue the novel idea of connecting GIs across prokaryotic and phage genomes via patterns of protein families across many species. A pattern is a sequence of protein families that is found to frequently occur in the genomes of a number of species. Here the large data set available from the IslandViewer4 database and protein families from the Pfam database have been combined. Furthermore, implementing a comprehensive strategy to identify patterns that makes use of HMMER, BLAST, and MUSCLE; also implement Python programs that link the analysis into a single pipeline. Research results demonstrate that related GIs often exist in multiple species that are not evolutionarily related and indeed may be from multiple bacterial phyla. Analysis of the discovered patterns led to the identification of biological connections among prokaryotes and phages through their GIs. A connection is an HGT relation represented as a pattern that exists in a phage and a number of prokaryotic species. These discovered connections suggest quite broad HGT connections across the bacterial kingdom and its associated phages. In addition, these connections provide the basis for additional analysis of the breadth of HGT and the identification of individual HGT events that span bacterial phyla. Moreover, these patterns can suggest the basis for discovering the specific patterns in pathogenic GIs that could play a crucial role in antibiotic resistance. The second direction aims to identify the structure of the GIs in terms of their location within the genome. Prokaryotic GIs have been analyzed according to the genome structure that they are located in, whether it be a circular or a linear genome. The analysis is performed to study the GIs' location in relation to the oriC, investigating the nature of the distances between the GIs, and determining the distribution of GIs in the genome. The analysis has been performed on all of the GIs in the data set. Moreover, the GIs in one genome from each species and the GIs of the most frequent species are in the data set, in order to avoid bias. Overall, the results showed that there are preferable sites for the GIs in the genome. In the linear genomes, they are usually located in the origin of replication area and terminus, and in the circular genomes they are located in the terminus.
Impact of Brewing Industry Byproducts Used as Feed Additives for Aquaculture-Raised Fish: Studies of the Host-Microbe Relationship
Layton, Anna Rayne (Virginia Tech, 2024-04-15)
Aquaculture, the cultivation of aquatic organisms in a controlled environment, offers both economic and nutritional benefits to human society. As there is an increased demand to feed a growing human population, many wild-caught fisheries have struggled due to the overexploitation of resources. Currently, production relies heavily on wild-caught fish to produce fishmeal to feed farm-raised fish. The demand for alternative materials in fish feeds has grown rapidly as fishmeal resources have become limited. Antibiotic resistance emergence in aquaculture systems is another area of concern. Reducing antibiotic use via alternate prophylactic measures to increase host health is an essential area of research; modulation of the host intestinal bacterial community via prebiotics is one possibility. Prebiotics refer to non-digestible food ingredients that are thought to stimulate the growth of beneficial bacteria, consequently benefiting host health by indirectly reducing the possibility of bacterial pathogen proliferation. This occurs through various measures such as competition for space and resources. The intestinal bacterial community has a significant impact on a variety of host factors that include host development, physiology, immunity, and nutrient acquisition. In turn, there are multiple factors impacting the bacterial community, including the presence of pathogens and/or antibiotics, environmental conditions, host genetics, and the diet consumed. To promote environmental sustainability and improve production and animal health in aquaculture, a collaboration was created with Anheuser-Busch of the brewing industry and Maltento, a functional ingredient company. With breweries around the globe, Anheuser-Busch produces consistent, food grade byproducts that are safe for human consumption. Two of the most prevalent brewery byproducts are brewer's spent yeast (BSY) and brewer's spent grain (BSG). BSY contains a variety of beneficial nutrients such as proteins, essential amino acids, and carbohydrates. BSG is high in fiber but low in protein; however, black soldier fly larvae can be cultured on BSG to convert the low-value product into insect biomass to be used in fish feed, as insects themselves are full of beneficial lipids and proteins. The objective of the work presented in this thesis was to evaluate the efficacy of using low-value brewery waste products, converted into high-value feed additives, for aquaculture practices. Specifically, the effects of dietary feed additives on the production, health, and intestinal bacterial community of aquaculture-raised rainbow trout were examined. Inadvertently, benefits of the feed additives on fish subjected to chronic and acute thermal stress were also assessed. Overall, the results of the study found that the feed additives did not significantly change the production efficiency of the rainbow trout, though some increase in growth was observed. When subjected to chronic thermal stress conditions, fish fed the experimental diets outperformed those fed the control diet regarding growth parameters. The intestinal bacterial community of the fish was significantly altered from the beginning of the trial compared to the end of the trial, though differences were not attributed to the feed additives. Instead, the resulting intestinal dysbiosis is believed to have stemmed from the physiological response of the fish to thermal stress conditions. When the fish underwent an acute thermal stress event, causing mortality, fish fed three of the five experimental diets were found to have higher survival rates compared to the control. Ultimately, results of this project suggest that the BSY and BSG-fed insect feed additives may have increased the health and robustness of the fish during a period of thermal stress. However, further research under controlled conditions is needed to evaluate if the observed host health benefits can directly be attributed to the feed additives.
The in planta role of the global regulator Lrp in the bacterial phytopathogen Pantoea stewartii subsp. stewartii
Reynoso, Guadalupe (Virginia Tech, 2022-01-19)
Pantoea stewartii subsp. stewartii is a bacterial phytopathogen that causes the disease Stewart's wilt in corn. The insect vector Chaetocnema pulicaria, the corn flea beetle, transmits P. stewartii into corn plants through wounds in the leaves. The bacteria can then move to the xylem of the plant where they form a biofilm that inhibits the flow of water. A previous in planta RNA-Seq study resulted in the selection of lrp as a gene of interest for further analyses. A reverse genetics approach was used for the creation of a strain containing the in-frame deletion of lrp, as well as a revertant strain. The strain with the deletion of the lrp gene showed reduced motility and capsule formation when in vitro assays were conducted. It has previously been demonstrated that these characteristics are both important for the bacteria's ability to form a biofilm in the xylem of corn plants and produce disease symptoms. The in planta virulence and competition assays demonstrated that the lrp gene deletion also results in reduced disease symptoms in infected corn plants, as well as an inability to outcompete wildtype P. stewartii in xylem colonization. In a bioinformatics approach, the transcriptional regulator Lrp of P. stewartii was present in the same node of the phylogeny as homologues from other closely related phytopathogens. This demonstrates that Lrp from P. stewartii and such homologues have evolved from a recent common ancestral gene. Examining the genomic islands present in P. stewartii, it is possible to begin to predict where some of the genes which have functions involved in plant colonization may have originated. Overall, the results collected from the studies in this thesis contribute to improving understanding of how P. stewartii is successful at colonizing the xylem of corn plants and cause disease. This research could result in the development of methods to decrease crop susceptibility to infection with P. stewartii.

Browsing by Author "Aylward, Frank O."

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