Biology subjects

Wilhelm, S. W.

Publications and source records attributed to Wilhelm, S. W..

18 recordsLinked to original sources

bioRxiv2026

The diel light cycle modulates microcystin content in continuous cultures and natural communities of Microcystis: Implications for bloom monitoring

Harmful algal blooms dominated by Microcystis spp. threaten fisheries, recreation, and drinking-water supplies because many strains produce the hepatotoxin microcystin. Monitoring programs compare microcystin concentrations among samples collected at different times of day, yet the extent that diel variation affects these estimates remains poorly resolved. We tested whether microcystin concentrations varied over a diel cycle under laboratory conditions and evaluated the effect of short-term sunlight exposure on a natural bloom community. Axenic Microcystis aeruginosa PCC 7806 was maintained in cyclostats with controlled nutrients and temperature under a 16 h light:8 h dark cycle. Microcystin concentrations normalized to culture volume (g L-1) and biovolume (ag m-E-3 were significantly higher (p [≤] 0.05) at the end of the dark period (64 {+/-} 8 g MC L-1; 630 {+/-} 40 ag MC m-3) than at the end of the light period (45 {+/-} 7 g MC L-1; 390 {+/-} 60 ag MC m-3), and this pattern was reproducible across consecutive days. Cell abundance and photosynthetic efficiency remained constant, indicating variation was not explained by changes in growth or photosynthetic performance. In parallel, water from a Lake Erie Microcystis bloom was exposed to sunlight or paired dark controls, and microcystin concentrations declined ~19% after just 60 min of sunlight exposure (p = 0.048). Together, these results demonstrate that microcystin measurements can vary predictably across the diel cycle and that light contributes to daytime declines. Although the underlying mechanism(s) remain unresolved, time of day should be considered, or standardized, when monitoring microcystins.

microbiology↗

bioRxiv2025

Sub-daily Bermuda Atlantic Time Series virus sampling reveals taxonomy, host, and functional differences at the population, but not community level

Ocean microbes contribute to biogeochemical cycles and ecosystem function, but they do so under top-down pressure imposed by viruses. While viruses are increasingly understood spatially and beginning to be incorporated into predictive modeling, high-frequency ocean virus dynamics remain understudied due to methodological challenges. Here we sampled stratified Bermuda Atlantic Time Series (BATS) waters for 112 hours at sub-daily 4-(surface) or 12-(deep chlorophyll maximum) hour intervals, purified viral particles from these samples, sequenced their metagenomes, and used the resulting data to characterize high-frequency virus community dynamics. Aggregated community diversity metrics changed with depth, but were not statistically significant temporally at a fixed location. However, finer-scale population-level analyses revealed both depth and temporal change, including physicochemical depth-driven differences and, in surface waters, thousands of viral populations that exhibited statistically significant diel rhythms. Statistical analyses revealed three main archetypes of temporal dynamics that themselves differed in abundance patterns, host predictions, viral taxonomy, and gene functions. Among these, highlights include viruses resembling an archetype with a night peaking pattern in activity that include an over-representation of viruses that putatively infect Prochlorococcus, a phototrophic cyanobacteria. Together, these efforts provide baseline community-and population-scale short-time-frame observations relevant to future climate state modeling.

microbiology↗

bioRxiv2025

Epigenome analysis of an algae-infecting giant virus reveals a unique methylation motif catalogue

DNA methylation can epigenetically alter gene expression and serve as a mechanism for genomic stabilization. Advancements in long-read sequencing technology have allowed for increased exploration into the methylation profiles of various organisms, including viruses. Studies into the Nucleocytoviricota phylum of giant dsDNA viruses have revealed unique strategies for genomic methylation. However, given the diversity across this phylum, further inquiries into specific lineages are necessary. Kratosvirus quantuckense is predicted to encode six distinct methyltransferases, which bear homology to other methyltransferases across the many clades of Nucleocytoviricota. We found that this virus methylates its own DNA with high consistency and targets up to nine different motifs for DNA adenine methylation. Methylation levels varied depending on the associated motif. Likewise, distinct motifs were enriched within unique genomic regions. Collectively this suggests that each methyltransferase targets unique DNA regions and may suggest they have varying functionality. This work reveals an array of methyltransferase activity in Kratosvirus quantuckense and begins to implicate the importance of DNA methylation to the Nucleocytoviricota infection cycle.

microbiology↗

bioRxiv2025

The ornithine-arginine cycle supported a toxic, metalimnic Planktothrix rubescens bloom

Planktothrix rubescens is distinct from other cyanobacterial harmful algal bloom (cHAB) genera: the crimson-red cHAB thrives in the cold, low-light, nutrient-limited metalimnion. Studies have attributed this ecological success to buoyancy regulation, low-light adaptations, and the uptake of nitrogen-rich amino acids. Yet, it remains to be mechanistically determined how this cHAB maintains physiological nutrient quotas in the metalimnion due to limited in situ molecular studies. We employed metagenomics and metabolomics to investigate a toxigenic P. rubescens bloom in Meads Quarry (Knoxville, TN, USA) observed in two separate years. Our results suggest a perennial, metalimnic P. rubescens population may exist, with spring turnover facilitating seasonal migration to the epilimnion. Although P. rubescens dominated the epilimnion and metalimnion, intracellular metabolite pools grouped by depth and suggested depth-discrete partitioning of the arginine deiminase-mediated ornithine-arginine cycle (OAC, i.e., urea cycle). While the arginine influx driving the OAC is unclear, we hypothesize this input is provided via the uptake of urea or nitrogen-rich amino acids. Further, we demonstrate arginine deiminase (argE) is broadly distributed in Planktothrix genera and known microcystin producers, suggesting argE-mediated arginine recycling via the OAC may influence the fitness of toxigenic cHAB genera which require ample nitrogen to synthesize microcystins. Cumulatively, our results serve as a case study to provide insight on the metabolic pathways driving the ecological success of metalimnic P. rubescens blooms. On a broader scale, this work strengthens the case that alternative nitrogen metabolism - including urea utilization, amino acid uptake, and the OAC - is a driver of toxigenic cyanobacterial blooms in fresh waters.

bioinformatics↗

bioRxiv2025

Lysogen formation governs colonies while lytic infection is more prevalent in single cells of the bloom-forming cyanobacterium, Microcystis

While the bloom-forming cyanobacterium Microcystis can exist as free-living single cells or within dense mucilaginous colonies, the drivers and consequences of colony formation remain unclear. Here, we integrated metatranscriptomic datasets from two Microcystis bloom events in Lake Taihu, China, to analyze and validate the functional differences between colonial and single-cell Microcystis. Our results confirmed colony expression profiles were disproportionately enriched in Microcystis transcripts (and functions) compared to other prokaryotic taxa. Concomitantly, viral infection strategies diverged by Microcystis community morphology: colony-associated cells expressed lysogeny-associated genes, while single cells exhibited increased signatures of lytic infection. These data are consistent with the hypothesis that Microcystis colonies foster conditions favorable to lysogen formation--likely due to local high cell densities and the resulting advantage of superinfection immunity--whereas solitary cells experience stronger lytic pressure. On a broader scale, our findings refine the understanding of bloom dynamics by identifying how community morphological states coincide with distinct host-virus interactions. Cumulatively, this work underscores the importance of colony formation in shaping Microcystis ecology and highlights the need for mechanistic studies that disentangle the interplay between phage infection modes, colony formation, and microbial community structure.

microbiology↗

bioRxiv2025

Seasonal Enhancement of the Viral Shunt Catalyzes a Subsurface Oxygen Maximum in the Sargasso Sea

Subsurface oxygen maxima (SOMs) occur directly beneath the mixed layer of stratified water columns across oligotrophic open ocean basins. SOMs occur seasonally and are hypothesized to result from elevated microbial net primary productivity (NPP). Here, we set out to identify mechanistic drivers of the SOM near the Bermuda Atlantic Time Series (BATS) site in the Sargasso Sea in October 2019. Coupled time-series analysis of metatranscriptomics, flow cytometry, and family-specific cyanophage quantification revealed elevated Prochlorococcus abundances, cyanophage abundances, and cyanophage-specific transcriptional activity in the SOM. These findings spurred us to analyze historical oxygen saturation profiles at BATS - identifying a repeated, seasonal cycle in SOM emergence associated with elevated virus-like particles and Prochlorococcus numbers. Returning to the 2019 study site, we found that transcriptional markers for increased dissolved organic matter uptake by copiotrophic bacteria were enriched in the SOM, consistent with enhanced catabolic activity due to the viral shunt. In addition, Prochlorococcus exhibited enrichment in ammonium transport transcripts at the SOM, consistent with increased responsiveness to remineralization activity by heterotrophs. Altogether, these findings suggest that enhanced viral lysis leads to locally elevated nutrient recycling and oxygen production, further reinforcing hypotheses that viruses may play a critical role in the emergence of SOMs in the oligotrophic ocean.

ecology↗

bioRxiv2024

Mitomycin C eliminates cyanobacterial transcription without detectable lysogen induction in a Microcystis-dominated bloom in Lake Erie

Although evidence indicates that viruses are important in the ecology of Microcystis spp., many questions remain. For example, how does Microcystis exist at high, bloom-associated cell concentrations in the presence of viruses that infect it? The phenomenon of lysogeny and associated homoimmunity offer possible explanations to this question. Virtually nothing is known about lysogeny in Microcystis, but a metatranscriptomic study suggests that widespread, transient lysogeny is active during blooms. These observations lead us to posit that lysogeny is important in modulating Microcystis blooms. Using a classic mitomycin C-based induction study, we tested for lysogeny in a Microcystis-dominated community in Lake Erie in 2019. Treated communities were incubated with 1 mg L-1 mitomycin C for 48 h alongside unamended controls. We compared direct counts of virus-like-particles (VLPs) and examined community transcription for active infection by cyanophage. Mitomycin C treatment did not increase VLP count. Mitomycin C effectively eliminated transcription in the cyanobacterial community, while we detected no evidence of induction. Metatranscriptomic analysis demonstrated that the standard protocol of 1 mg L-1 was highly-toxic to the cyanobacterial population, which likely inhibited induction of any prophage present. Follow-up lab studies indicated that 0.1 mg L-1 may be more appropriate for use in freshwater cyanobacterial studies. These findings will guide future efforts to detect lysogeny in Microcystis blooms. ImportanceHarmful algal blooms dominated by Microcystis spp. occur throughout the worlds freshwater ecosystems leading to detrimental effects on ecosystem services that are well documented. After decades of research, the scientific community continues to struggle to understand the ecology of Microcystis blooms. The phenomenon of lysogeny offers an attractive, potential explanation to several ecological questions surrounding blooms. However, almost nothing is known about lysogeny in Microcystis. We attempted to investigate lysogeny in a Microcystis bloom in Lake Erie and found that the standard protocols used to study lysogeny in aquatic communities are inappropriate for use in Microcystis studies, and perhaps freshwater cyanobacterial studies more broadly. This work can be used to design better methods to study the viral ecology of Microcystis blooms.

microbiology↗

bioRxiv2024

The diel disconnect between cell growth and division in Aureococcus is interrupted by giant virus infection

Viruses of eukaryotic algae have become an important topic due to their roles in nutrient cycling and top-down control of algal blooms. Omics-based studies have identified a boon of genomic and transcriptional potential among the Nucleocytoviricota, a phylum of large dsDNA viruses which have been shown to infect algal and non-algal eukaryotes. However, little is still understood regarding the infection cycle of these viruses, particularly in how they take over a metabolically active host and convert it into a virocell state. Of particular interest are the roles light and the diel cycle in virocell development. Yet despite such a large proportion of Nucleocytoviricota infecting phototrophs, little work has been done to tie infection dynamics to the presence, and absence, of light. Here, we examine the role of the diel cycle on the physiological and transcriptional state of the pelagophyte Aureococcus anophagefferens while undergoing infection by Kratosvirus quantuckense. Our observations demonstrate how infection by the virus interrupts the diel growth and division of this cell line, and that infection further complicates the system by enhancing export of cell biomass.

microbiology↗

bioRxiv2023

Cool temperature acclimation in toxigenic Microcystis aeruginosa PCC 7806 and its non-toxigenic mutant

For Microcystis aeruginosa PCC 7806, temperature decreases from 26{degrees} C to 19{degrees} C double the microcystin quota per cell during growth in continuous culture. Here we tested whether this increase in microcystin provided M. aeruginosa PCC 7806 with a fitness advantage during colder-temperature growth by comparing cell concentration, cellular physiology, and the transcriptomics-inferred metabolism to a non-toxigenic mutant strain M. aeruginosa PCC 7806 {Delta}mcyB. Photo-physiological data combined with transcriptomic data revealed metabolic changes in the mutant strain during growth at 19{degrees} C, which included increased electron sinks and non-photochemical quenching. Increased gene expression was observed for a glutathione-dependent peroxiredoxin during cold treatment, suggesting compensatory mechanisms to defend against reactive oxygen species are employed in the absence of microcystin in the mutant. Our observations highlight the potential selective advantages of a longer-term defensive strategy in management of oxidative stress (i.e., making microcystin) vs the shorter-term proactive strategy of producing cellular components to actively dissipate or degrade oxidative stress agents. ImportanceThrough comparisons of a microcystin-producing wildtype strain M. aeruginosa PCC 7806 and a non microcystin-producing mutant, M. aeruginosa PCC 7806{Delta} mcyB, our observations highlight defensive (microcystin production) vs active (production of degradation enzymes and increased electron sinks) strategies for dealing with cold-temperature induced oxidative stress as well as associated physiological changes. This work increases our understanding of microcystins intracellular function, and the role it may play in bloom ecology. In combination with other studies, this work begins to experimentally establish a mechanistic foundation to better understand cold-to-warm seasonal transitions from toxigenic to non-toxigenic strains frequently observed in situ.

microbiology↗

bioRxiv2023

Declines in ice cover induce light limitation in freshwater diatoms

The rediscovery of diatom blooms embedded within and beneath Lake Erie ice cover (2007-2012) ignited an intense interest in psychrophilic adaptations and winter limnology. Subsequent studies determined ice plays a vital role in winter diatom ecophysiology, as diatoms partition to the underside of ice thereby fixing their location within the photic zone. Yet, climate change has led to widespread ice decline across the Great Lakes, with Lake Erie presenting a nearly ice-free state in several recent winters. It has been hypothesized the resultant turbid, isothermal water column will induce light limitation amongst winter diatoms, serving as a detrimental competitive disadvantage. Here, we conducted a physiochemical and metatranscriptomic survey of the winter Lake Erie water column (2019-2020) that spanned spatial, temporal, and climatic gradients to investigate this hypothesis. We determined ice-free conditions decreased diatom bloom magnitude and altered diatom community composition. Diatoms increased the expression of various photosynthetic genes and iron transporters, suggesting they are attempting to increase their quantity of photosystems and light-harvesting components (a well-defined indicator of light limitation). Notably, we identified two gene families which serve to increase diatom fitness in the turbid ice-free water column: proton-pumping rhodopsins (a second means of light-driven energy acquisition) and fasciclins (a means to "raft" together to increase buoyancy and co-locate to the surface to optimize light acquisition). With large-scale climatic changes already underway, our observations provide insight into how diatoms respond to the dynamic ice conditions of today and shed light on how they will fare in a climatically altered tomorrow.

ecology↗

bioRxiv2019

Flaming as part of aseptic technique increases CO2(g) and decreases pH in freshwater culture media

Aseptic technique has historically served as a fundamental practice in microbiology, helping maintain culture purity and integrity. This technique has been widely encouraged and employed for use with cultures of heterotrophic bacteria as well as freshwater and marine algae. Yet, recent observations have suggested these approaches may bring their own influences. We observed variations in growth amongst replicate experimental cyanobacterial cultures upon flaming of the culture tube opening during sample transfer and collection. Investigation revealed the pH of culture media had decreased from the initial pH established during media preparation. Flaming of sterile culture media alone confirmed a significant decrease, by as much as 1.7 pH units, and correlated with increased flaming events over time. We hypothesized that the causative factor was the introduction of carbon dioxide into the media. To test this hypothesis, qualitative and quantitative analyses were used to identify the primary driver of pH decline. We further assessed the direct effects of flaming and subsequent pH changes on Microcystis aeruginosa cultures, showing flame-driven pH changes and/or the introduction of carbon dioxide influenced experimental results. Our observations provide a cautionary tale of how classic and well-accepted approaches may not always provide the results promised, suggesting new approaches may be necessary in research areas assessing pH or carbon related-effects on microbial communities.

microbiology↗

bioRxiv2019

Cryopreservation of Paramecium bursaria Chlorella Virus-1 during an active infection cycle of its host

Best practices in laboratory culture management often include cryopreservation of microbiota, but this can be challenging with some virus particles. By preserving viral isolates researchers can mitigate genetic drift and laboratory-induced selection, thereby maintaining genetically consistent strains between experiments. To this end, we developed a method to cryopreserve the model, green-alga infecting virus, Paramecium bursaria Chlorella virus 1 (PBCV-1). We explored cryotolerance of the infectivity of this virus particle, whereby freezing without cryoprotectants was found to maintain the highest infectivity (~2.5%). We then assessed the cryopreservation potential of PBCV-1 during an active infection cycle in its Chlorella variabilis NC64A host, and found that virus survivorship was highest (69.5 {+/-} 16.5 %) when the infected host is cryopreserved during mid-late stages of infection (i.e., coinciding with virion assembly). The most optimal condition for cryopreservation was observed at 240 minutes post-infection. Overall, utilizing the cell as a vehicle for viral cryopreservation resulted in 24.9 - 30.1 fold increases in PBCV-1 survival based on 95% confidence intervals of frozen virus particles and virus cryopreserved at 240 minutes post-infection. Given that cryoprotectants are often naturally produced by psychrophilic organisms, we suspect that cryopreservation of infected hosts may be a reliable mechanism for virus persistence in non-growth permitting circumstances in the environment, such as ancient permafrosts.

microbiology↗

bioRxiv2019

One-time Nitrogen Fertilization Shifts Switchgrass Soil Microbiomes within a Context of Larger Spatial and Temporal Variation

Soil microbiome responses to short-term nitrogen (N) inputs within the context of existing spatio-temporal variability remain uncertain. Here, we examined soil bacterial and fungal communities pre/post-N fertilization in an 8 year-old switchgrass field, in which twenty-four plots received N fertilization at three levels (0, 100, and 200 kg N ha-1 as NH4NO3) for the first time since planting. Soils were collected at two depths, 0-5 and 5-15 cm, for DNA extraction and amplicon sequencing of 16S rRNA genes and ITS regions, and soil metagenomic analysis. Baseline assessment prior to fertilization revealed no pre-existing differences in either bacterial or fungal communities across plots. The one-time N fertilization increased switchgrass yields and tissue N content, and the added N was nearly completely removed from the soil of fertilized plots by the end of the growing season. Both bacterial/archaeal and fungal communities showed large spatial (by depth) and temporal variation (by season) within each plot, accounting for 17 and 12-22 % of the variation in bacterial/archaeal and fungal community composition, respectively. While N fertilization effects accounted for only ~4% of overall variation, some specific microbial groups, including the bacterial genus Pseudonocardia and the fungal genus Archaeorhizomyces, were notably repressed by fertilization at 200 kg N ha-1. Bacterial groups varied with both depth in the soil profile and time of sampling, while temporal variability shaped the fungal community more significantly than vertical heterogeneity in the soil. Thus, variability within the field might override the changes induced by N addition. Continued analyses of these trends over time with fertilization and management are needed to understand whether these transient effects change over time.

ecology↗

bioRxiv2018

Diversity of active viral infections within the Sphagnum microbiome

Sphagnum-dominated peatlands play an important role in global carbon storage and represent significant sources of economic and ecological value. While recent efforts to describe microbial diversity and metabolic potential of the Sphagnum microbiome have demonstrated the importance of its microbial community, little is known about the viral constituents. We used metatranscriptomics to describe the diversity and activity of viruses infecting microbes within the Sphagnum peat bog. The vegetative portions of 6 Sphagnum plants were obtained from a peatland in northern Minnesota and total RNA extracted and sequenced. Metatranscriptomes were assembled and contigs screened for the presence of conserved virus marker genes. Using bacteriophage capsid protein, gp23, as a marker for phage diversity, we identified 33 contigs representing undocumented phage s that were active in the community at the time of sampling. Similarly, RNA-dependent RNA polymerase and the Nucleo-Cytoplasmic Large DNA Virus (NCLDV) major capsid protein were used as markers for ssRNA viruses and NCLDV, respectively. In total 114 contigs were identified as originating from undescribed ssRNA viruses, 22 of which represent near-complete genomes. An additional 64 contigs were identified as being from NCLDVs. Finally, 7 contigs were identified as putative virophage or polinto-like viruses. We developed co-occurrence networks with these markers in relation to the expression of potential-host housekeeping gene rpb1 to predict virus-host relationships, identifying 13 groups. Together, our approach offers new tools for the identification of virus diversity and interactions in understudied clades, and suggest viruses may play a considerable role in the ecology of the Sphagnum microbiome.\n\nSignificanceSphagnum-dominated peatlands play an important role in maintaining atmospheric carbon dioxide levels by modifying conditions in the surrounding soil to favor its own growth over other plant species. This slows rates of decomposition and facilitates the accumulation of fixed carbon in the form of partially decomposed biomass. The unique environment produced by Sphagnum enriches for the growth of a diverse microbial consortia that benefit from and support the mosss growth, while also maintaining the hostile soil conditions. While a growing body of research has begun to characterize the microbial groups that colonize Sphagnum, little is currently known about the ecological factors that constrain community structure and define ecosystem function. Top-down population control by viruses is almost completely undescribed. This study provides insight into the significant viral influence on the Sphagnum microbiome, and identifying new potential model systems to study virus-host interactions in the peatland ecosystem.

microbiology↗

bioRxiv2018

Strength in numbers: collaborative science for new experimental model systems

Our current understanding of biology is heavily based on the contributions from a small number of genetically tractable model organisms. Most eukaryotic phyla lack such experimental models, and this limits our ability to explore the molecular mechanisms that ultimately define their biology, ecology, and diversity. In particular, marine protists suffer from a paucity of model organisms despite playing critical roles in global nutrient cycles, food webs, and climate. To address this deficit, an initiative was launched in 2015 to foster development of ecologically and taxonomically diverse marine protist genetic models. This multifaceted, complex but important challenge required a highly collaborative community-based approach. Herein we describe this approach, the advances achieved, and the lessons learned by participants in this novel community-based model for research.

microbiology↗

bioRxiv2018

Infection By A Giant Virus Induces Widespread Physiological Reprogramming In Aureococcus anophagefferens - A Harmful Bloom Algae

While viruses with distinct phylogenetic origins and different nucleic acid types can infect and lyse eukaryotic phytoplankton, \"giant\" dsDNA viruses have been found to be associated with important ecological processes, including the collapse of algal blooms. However, the molecular aspects of giant virus - host interactions remain largely unknown. AaV, a giant virus in the Mimiviridae clade, is known to play a critical role in regulating the fate of brown tide blooms caused by the pelagophyte Aureococcus anophagefferens. To understand the physiological response of A. anophagefferens CCMP1984 upon AaV infection, we studied the transcriptomic landscape of this host-virus pair over an entire infection cycle using a RNA-sequencing approach. A massive transcriptional reprogramming of the host was evident as early as 5 min post-infection, with modulation of specific processes likely related to both host defense mechanism(s) and viral takeover of the cell. Infected Aureococcus showed a relative suppression of host-cell transcripts associated with photosynthesis, cytoskeleton formation, fatty acid and carbohydrate biosynthesis. In contrast, host cell processes related to protein synthesis, polyamine biosynthesis, cellular respiration, transcription and RNA processing were overrepresented compared to the healthy cultures at different stages of the infection cycle. A large number of redox active host-selenoproteins were overexpressed, which suggested that viral replication and assembly progresses in a highly oxidative environment. The majority (99.2%) of annotated AaV genes were expressed at some point during the infection cycle and demonstrated a clear temporal-expression pattern and an increasing relative expression for the majority of the genes through the time course. We detected a putative early promoter motif for AaV, which was highly similar to the early promoter elements of two other Mimiviridae members, indicating some degree of evolutionary conservation of gene regulation within this clade. This large-scale transcriptome study provides the insight into the Aureococcus virocell, and establishes a foundation to test hypotheses regarding metabolic and regulatory processes critical for AaV and other Mimiviridae members.

microbiology↗

bioRxiv2017

Nutrient stoichiometry shapes microbial coevolution

Coevolution is a force contributing to the generation and maintenance of biodiversity. It is influenced by environmental conditions including the scarcity of essential resources, which can drive the evolution of defense and virulence traits. We conducted a long-term chemostat experiment where the marine cyanobacterium Synechococcus was challenged with a lytic phage under nitrogen (N) or phosphorus (P) limitation. This manipulation of nutrient stoichiometry altered the stability of host-parasite interactions and the underlying mode of coevolution. By assessing infectivity with >18,000 pairwise challenges, we documented directional selection for increased phage resistance, consistent with arms-race dynamics while phage infectivity fluctuated through time, as expected when coevolution is driven by negative frequency-dependent selection. The resulting infection networks were 50 % less modular under N-versus P-limitation reflecting host-range contraction and asymmetric coevolutionary trajectories. Nutrient stoichiometry affects eco-evolutionary feedbacks in ways that may alter the dynamics and functioning of environmental and host-associated microbial communities.

microbiology↗

bioRxiv2016

VIRUS-HOST INFECTION DYNAMICS OF MARINE SINGLE-CELLED EUKARYOTES RESOLVED FROM METATRANSCRIPTOMICS

Metatranscriptomics has emerged as a tool in microbial ecology that can resolve the functional landscape of both prokaryotes and eukaryotes within a community. In this study, we extend the potential of metatranscriptomics to probe active virus infections and virus-host relationships in marine systems. Polyadenylation-selected RNA-seq data were examined from microbial communities in two productive marine environments: a brown tide bloom event dominated by Aureococcus anophagefferens in Quantuck Bay, NY, and a diatom-dominated plankton community in Narragansett Bay, RI. Active infections by diverse giant viruses (NCLDVs) of algal and non-algal hosts were found at both sites. Ongoing infections of A. anophagefferens by a known Mimiviridae (AaV) were observed during both the peak and decline of the bloom. Bloom decline was also accompanied by increased activity for viruses other than AaV, including (+) ssRNA viruses. In Narragansett Bay, increased temporal resolution revealed active NCLDVs with both boom-and-bust as well as steady-state infection-like ecologies. Statistical co-occurrence examinations of the dsDNA, ssRNA and dsRNA markers within the data revealed a broad spectrum of statistically strong and significant virus-host relationships that included both known as well as novel interactions. Our approach offers a method for screening the diversity and dynamics of active viral infections in natural systems and develops links between viruses and their potential hosts in situ.\n\nSignificanceViruses are important partners in ecosystem scale ecology, yet their study to date is primarily limited to single virus-host infection models in the laboratory or limited to \"potential-actions\" derived from metagenomics analyses. Using metatranscriptomic sequences from polyadenylated-RNA selected samples, we have simultaneously captured information regarding eukaryotic diversity and active infection by viruses with dsDNA genomes, resulting in a statistical opportunity to predict \"who is infecting whom\". This approach further provides concurrent insight regarding viruses with ssRNA and dsRNA genomes, capturing dynamics for the communities of viruses infecting single-celled eukaryotes. Given the central role of these plankton in global scale processes, our efforts result in a transformational step-forward regarding the study of in situ virus-host interactions.

microbiology↗