scholarly journals Metagenomic Analysis of Virus Diversity and Relative Abundance in a Eutrophic Freshwater Harbour

Viruses ◽  
2019 ◽  
Vol 11 (9) ◽  
pp. 792 ◽  
Author(s):  
Christine N. Palermo ◽  
Roberta R. Fulthorpe ◽  
Rosemary Saati ◽  
Steven M. Short

Aquatic viruses have been extensively studied over the past decade, yet fundamental aspects of freshwater virus communities remain poorly described. Our goal was to characterize virus communities captured in the >0.22 µm size-fraction seasonally and spatially in a freshwater harbour. Community DNA was extracted from water samples and sequenced on an Illumina HiSeq platform. Assembled contigs were annotated as belonging to the virus groups (i.e., order or family) Caudovirales, Mimiviridae, Phycodnaviridae, and virophages (Lavidaviridae), or to other groups of undefined viruses. Virophages were often the most abundant group, and discrete virophage taxa were remarkably stable across sites and dates despite fluctuations in Mimiviridae community composition. Diverse Mimiviridae contigs were detected in the samples and the two sites contained distinct Mimiviridae communities, suggesting that Mimiviridae are important algal viruses in this system. Caudovirales and Phycodnaviridae were present at low abundances in most samples. Of the 18 environmental parameters tested, only chlorophyll a explained the variation in the data at the order or family level of classification. Overall, our findings provide insight into freshwater virus community assemblages by expanding the documented diversity of freshwater virus communities, highlighting the potential ecological importance of virophages, and revealing distinct communities over small spatial scales.

2019 ◽  
Author(s):  
Christine N. Palermo ◽  
Roberta R. Fulthorpe ◽  
Rosemary Saati ◽  
Steven M. Short

ABSTRACTAquatic viruses have been extensively studied over the past decade, yet fundamental aspects of freshwater virus communities remain poorly described. Our goal was to characterize particle-associated virus communities seasonally and spatially in a freshwater harbour. Community DNA was extracted from water samples and sequenced on an Illumina HiSeq platform. Assembled contigs were annotated as belonging to the virus families Caudovirales, Mimiviridae, Phycodnaviridae, and virophages (Lavidaviridae), or to other groups of undefined viruses. Diverse Mimiviridae contigs were detected in the samples, but the two sites contained distinct Mimiviridae communities. Virophages were often the most abundant group, and discrete virophage taxa were remarkably stable across sites and dates despite fluctuations in Mimiviridae community composition. Caudovirales were present at low abundances in most samples, contrasting other studies of freshwater environments. Similarly, Phycodnaviridae abundances were surprisingly low in all samples despite the harbour’s capacity to support high algal biomass during the summer and autumn months, suggesting that Mimiviridae are the dominant algae-infecting viruses in this system. Overall, our findings provided insights into freshwater virus community assemblages by expanding the documented diversity of freshwater virus communities, highlighting the potential ecological importance of virophages, and revealing distinct communities over small spatial scales.


2020 ◽  
Author(s):  
Christine N. Palermo ◽  
Dylan W. Shea ◽  
Steven M. Short

ABSTRACTMetagenomics has enabled rapid increases in virus discovery, in turn permitting revisions of viral taxonomy and our understanding of the ecology of viruses and their hosts. Inspired by recent discoveries of large viruses prevalent in the environment, we re-assessed the longstanding approach of filtering water through small pore-size filters to separate viruses from cells before sequencing. We studied assembled contigs derived from < 0.45 μm and > 0.45 μm size fractions that were annotated as viral to determine the diversity and relative abundances of virus groups from each fraction. Virus communities were vastly different when comparing the size fractions, indicating that analysis of either fraction alone would provide only a partial perspective of environmental viruses. At the level of virus order/family we observed highly diverse and distinct virus communities in the > 0.45 μm size fractions, whereas the < 0.45 μm size fractions were comprised primarily of highly diverse Caudovirales. The relative abundances of Caudovirales for which hosts could be inferred varied widely between size fractions with higher relative abundances of cyanophages in the > 0.45 μm size fractions potentially indicating replication within cells during ongoing infections. Many of the Mimiviridae and Phycodnaviridae, and all Iridoviridae and Poxviridae were detected exclusively in the often disregarded > 0.45 μm size fractions. In addition to observing unique virus communities associated with each size fraction, we detected viruses common to both fractions and argue that these are candidates for further exploration because they may be the product of ongoing or recent lytic events.IMPORTANCEMost studies of aquatic virus communities analyze DNA sequences derived from the smaller, “free virus” size fraction. Our study demonstrates that analysis of virus communities using only the smaller size fraction can lead to erroneously low diversity estimates for many of the larger viruses such as Mimiviridae, Phycodnaviridae, Iridoviridae, and Poxviridae, whereas analyzing only the larger, > 0.45 μm size fraction can lead to underestimates of Caudovirales diversity and relative abundance. Similarly, our data shows that examining only the smaller size fraction can lead to underestimation of virophage and cyanophage relative abundances that could, in turn, cause researchers to assume their limited ecological importance. Given the considerable differences we observed in this study, we recommend cautious interpretations of environmental virus community assemblages and dynamics when based on metagenomic data derived from different size fractions.


Author(s):  
Christine N. Palermo ◽  
Dylan W. Shea ◽  
Steven M. Short

Inspired by recent discoveries of the prevalence of large viruses in the environment, we re-assessed the longstanding approach of filtering water through small pore-size filters to separate viruses from cells before metagenomic analysis. We collected samples from three sites in Hamilton Harbour, an embayment of Lake Ontario, and studied 6 datasets derived from < 0.45 μm and > 0.45 μm size fractions to compare the diversity of viruses in these fractions. At the level of virus order/family we observed highly diverse and distinct virus communities in the > 0.45 μm size fractions, whereas the < 0.45 μm size fractions were comprised primarily of Caudovirales. The relative abundances of Caudovirales for which hosts could be inferred varied widely between size fractions with higher relative abundances of cyanophages in the > 0.45 μm size fractions potentially indicating replication within cells during ongoing infections. Many viruses of eukaryotes, such as Mimiviridae, Phycodnaviridae, Iridoviridae and Poxviridae were detected exclusively in the often disregarded > 0.45 μm size fractions. In addition to observing unique virus communities associated with each size fraction from every site we examined, we detected viruses common to both fractions suggesting that these are candidates for further exploration because they could be the product of ongoing or recent lytic events. Most importantly, our observations indicate that analysis of either fraction alone provides only a partial perspective of dsDNA viruses in the environment, highlighting the need for more comprehensive approaches for analyzing virus communities inferred from metagenomic sequencing. IMPORTANCE Most studies of aquatic virus communities analyze DNA sequences derived from the smaller, “free virus” size fraction. Our study demonstrates that analysis of virus communities using only the smaller size fraction can lead to erroneously low diversity estimates for many of the larger viruses such as Mimiviridae, Phycodnaviridae, Iridoviridae, and Poxviridae, whereas analyzing only the larger, > 0.45 μm size fraction can lead to underestimates of Caudovirales diversity and relative abundance. Similarly, our data shows that examining only the smaller size fraction can lead to underestimations of virophage and cyanophage relative abundances that could, in turn, cause researchers to assume their limited ecological importance. Given the considerable differences we observed in this study, we recommend cautious interpretations of environmental virus community assemblages and dynamics when based on metagenomic data derived from different size fractions.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Florentine Riquet ◽  
Christiane-Arnilda De Kuyper ◽  
Cécile Fauvelot ◽  
Laura Airoldi ◽  
Serge Planes ◽  
...  

AbstractCystoseira sensu lato (Class Phaeophyceae, Order Fucales, Family Sargassaceae) forests play a central role in marine Mediterranean ecosystems. Over the last decades, Cystoseira s.l. suffered from a severe loss as a result of multiple anthropogenic stressors. In particular, Gongolaria barbata has faced multiple human-induced threats, and, despite its ecological importance in structuring rocky communities and hosting a large number of species, the natural recovery of G. barbata depleted populations is uncertain. Here, we used nine microsatellite loci specifically developed for G. barbata to assess the genetic diversity of this species and its genetic connectivity among fifteen sites located in the Ionian, the Adriatic and the Black Seas. In line with strong and significant heterozygosity deficiencies across loci, likely explained by Wahlund effect, high genetic structure was observed among the three seas (ENA corrected FST = 0.355, IC = [0.283, 0.440]), with an estimated dispersal distance per generation smaller than 600 m, both in the Adriatic and Black Sea. This strong genetic structure likely results from restricted gene flow driven by geographic distances and limited dispersal abilities, along with genetic drift within isolated populations. The presence of genetically disconnected populations at small spatial scales (< 10 km) has important implications for the identification of relevant conservation and management measures for G. barbata: each population should be considered as separated evolutionary units with dedicated conservation efforts.


2020 ◽  
pp. 1-7
Author(s):  
Alfonso Langle-Flores ◽  
Adriana Aguilar Rodríguez ◽  
Humberto Romero-Uribe ◽  
Julia Ros-Cuéllar ◽  
Juan José Von Thaden

Summary Payments for ecosystem services (PES) programmes have been considered an important conservation mechanism to avoid deforestation. These environmental policies act in social and ecological contexts at different spatial scales. We evaluated the social-ecological fit between stakeholders and ecosystem processes in a local PES programme across three levels: social, ecological and social-ecological. We explored collaboration among stakeholders, assessed connectivity between forest units and evaluated conservation activity links between stakeholders and forest units. In addition, to increase programme effectiveness, we classified forest units based on their social and ecological importance. Our main findings suggest that non-governmental organizations occupy brokerage positions between landowners and government in a dense collaboration network. We also found a partial spatial misfit between conservation activity links and the forest units that provide the most hydrological services to Xalapa. We conclude that conservation efforts should be directed towards the middle and high part of the Pixquiac sub-watershed and that the role of non-governmental organizations as mediators should be strengthened to increase the efficiency and effectiveness of the local PES programme.


Author(s):  
Alessandra R. Kortz ◽  
Anne E. Magurran

AbstractHow do invasive species change native biodiversity? One reason why this long-standing question remains challenging to answer could be because the main focus of the invasion literature has been on shifts in species richness (a measure of α-diversity). As the underlying components of community structure—intraspecific aggregation, interspecific density and the species abundance distribution (SAD)—are potentially impacted in different ways during invasion, trends in species richness provide only limited insight into the mechanisms leading to biodiversity change. In addition, these impacts can be manifested in distinct ways at different spatial scales. Here we take advantage of the new Measurement of Biodiversity (MoB) framework to reanalyse data collected in an invasion front in the Brazilian Cerrado biodiversity hotspot. We show that, by using the MoB multi-scale approach, we are able to link reductions in species richness in invaded sites to restructuring in the SAD. This restructuring takes the form of lower evenness in sites invaded by pines relative to sites without pines. Shifts in aggregation also occur. There is a clear signature of spatial scale in biodiversity change linked to the presence of an invasive species. These results demonstrate how the MoB approach can play an important role in helping invasion ecologists, field biologists and conservation managers move towards a more mechanistic approach to detecting and interpreting changes in ecological systems following invasion.


2019 ◽  
Author(s):  
Tania Nasreen ◽  
Nora A. S. Hussain ◽  
Mohammad Tarequl Islam ◽  
Fabini D. Orata ◽  
Paul C. Kirchberger ◽  
...  

ABSTRACTVibrio metoecus is a recently described and little studied causative agent of opportunistic infections in humans, often coexisting with V. cholerae in aquatic environments. However, the relative abundance of V. metoecus with V. cholerae and their population dynamics in aquatic reservoirs is still unknown. We developed a multiplex qPCR assay with a limit of detection of three copies per reaction to simultaneously quantify total V. metoecus and V. cholerae abundance, as well as the toxigenic and O1 serogroup subpopulations of V. cholerae from environmental samples. Four different genes were targeted as specific markers for individual Vibrio species or subpopulations; viuB, a gene encoding a vibriobactin utilization protein, was used to quantify the total V. cholerae population. The cholera toxin gene ctxA provided an estimation of toxigenic V. cholerae abundance, while the rfbO1 gene specifically detected and quantified V. cholerae belonging to the O1 serogroup, which includes almost all lineages of the species responsible for the majority of past and ongoing cholera pandemics. To measure V. metoecus abundance, the gene mcp, encoding methyl accepting chemotaxis protein, was used. Marker specificity was confirmed by testing several isolates of V. cholerae and V. metoecus alongside negative controls of isolates within and outside of the Vibrio genus. Analysis of environmental water samples collected from four different geographic locations including cholera-endemic (Dhaka, Kuakata and Mathbaria in Bangladesh) and non-endemic (Oyster Pond in Falmouth, Massachusetts, USA) regions showed that V. metoecus was only present in the USA site, recurring seasonally. Within the coastal USA site, the non-toxigenic O1 serogroup represented up to ∼18% of the total V. cholerae population. V. cholerae toxigenic O1 serogroup was absent or present in low abundance in coastal Bangladesh (Kuakata and Mathbaria) but constituted a relatively high proportion of the total V. cholerae population sustained throughout the year in inland Bangladesh (Dhaka). A preference for host/particle attachment was observed, as the majority of cells from both Vibrio species (>90%) were identified in the largest water size fraction sampled, composed of particles or organisms >63 μm and their attached bacteria. This is the first study to apply a culture-independent method to quantify V. cholerae or V. metoecus directly in environmental reservoirs of areas endemic and non-endemic for cholera on significant temporal and spatial scales.SIGNIFICANCECholera is a life-threatening disease that requires immediate intervention; it is of prime importance to have fast, accurate and sensitive means to detect V. cholerae. Consistent environmental monitoring of the abundance of V. cholerae along with its toxigenic and O1 serogroup subpopulations could facilitate the determination of the actual distribution of this organism in aquatic reservoirs and thus help to predict an outbreak before it strikes. The lack of substantial temporal and spatial environmental sampling, along with specific quantitative measures, has made this goal elusive so far. The same is true for V. metoecus, a close relative of V. cholerae which has been associated with several clinical infections and could likely pose an emerging threat, readily exchanging genetic material with its more famous relative.


2016 ◽  
Vol 29 (4) ◽  
pp. 1573-1582 ◽  
Author(s):  
Chunlüe Zhou ◽  
Kaicun Wang

Abstract Surface air temperature Ta is largely determined by surface net radiation Rn and its partitioning into latent (LE) and sensible heat fluxes (H). Existing model evaluations by comparison of absolute flux values are of limited help because the evaluation results are a blending of inconsistent spatial scales, inaccurate model forcing data, and imperfect parameterizations. This study further evaluates the relationships of LE and H with Rn and environmental parameters, including Ta, relative humidity (RH), and wind speed (WS), using ERA-Interim data at a 0.125° × 0.125° grid with observations at AmeriFlux sites from 1998 to 2012. The results demonstrate ERA-Interim can roughly reproduce the absolute values of environmental parameters, radiation, and turbulent fluxes. The model performs well in simulating the correlation of LE and H with Rn, except for the notable correlation overestimation of H against Rn over high-density vegetation (e.g., deciduous broadleaf forest, grassland, and cropland). The sensitivity of LE to Rn in the model is similar to that observed, but that of H to Rn is overestimated by 24.2%. Over the high-density vegetation, the correlation coefficient between H and Ta is overestimated by over 0.2, whereas that between H and WS is underestimated by over 0.43. The sensitivity of H to Ta is overestimated by 0.72 W m−2 °C−1, whereas that of H to WS in the model is underestimated by 16.15 W m−2 (m s−1)−1 over all of the sites. The model cannot accurately capture the responses of evaporative fraction [EF; EF = LE / (LE + H)] to Rn and environmental parameters. This calls for major research efforts to improve the intrinsic parameterizations of turbulent fluxes, particularly over high-density vegetation.


The Holocene ◽  
2018 ◽  
Vol 28 (9) ◽  
pp. 1523-1534 ◽  
Author(s):  
Althea L Davies ◽  
Richard Streeter ◽  
Ian T Lawson ◽  
Katherine H Roucoux ◽  
William Hiles

The concept of resilience has become increasingly important in ecological and socio-ecological literature. With its focus on the temporal behaviour of ecosystems, palaeoecology has an important role to play in developing a scientific understanding of ecological resilience. We provide a critical review of the ways in which resilience is being addressed by palaeoecologists. We review ~180 papers, identifying the definitions or conceptualisations of ‘resilience’ that they use, and analysing the ways in which palaeoecology is contributing to our understanding of ecological resilience. We identify three key areas for further development. First, the term ‘resilience’ is frequently defined too broadly to be meaningful without further qualification. In particular, palaeoecologists need to distinguish between ‘press’ vs ‘pulse’ disturbances, and ‘ecological’ vs ‘engineering’ resilience. Palaeoecologists are well placed to critically assess the extent to which these dichotomies apply in real (rather than theoretical) ecosystems, where climate and other environmental parameters are constantly changing. Second, defining a formal ‘response model’ – a statement of the anticipated relationships between proxies, disturbances and resilience properties – can help to clarify arguments, especially inferred causal links, since the difficulty of proving causation is a fundamental limitation of palaeoecology for understanding ecosystem drivers and responses. Third, there is a need for critical analysis of the role of scale in ecosystem resilience. Different palaeoenvironmental proxies are differently able to address the various temporal and spatial scales of ecological change, and these limitations, as well as methodological constraints on inherently noisy proxy data, need to be explored and addressed.


Author(s):  
Tianhong Wang ◽  
Zihao Wang ◽  
Ruwei Bai ◽  
Zhijun Yu ◽  
Jingze Liu

Haemaphysalis qinghaiensis is an endemic species and mainly inhabiting in the northwestern plateau of China, which can transmit many zoonotic pathogens and cause great harm to animals. In this study, the complete mitochondrial genome (mitogenome) of H. qinghaiensis was assembled through the Illumina HiSeq platform. The mitogenome was 14,533 bp in length, consisting of 13 protein-coding genes (PCGs), 22 tRNA genes, 2 rRNA genes and 3 noncoding regions (NCRs). The bias towards a high A+T content with 77.65% in mitogenome of H. qinghaiensis. The rearrangement of mitochondrial genes in H. qinghaiensis was consistent with other hard ticks. The phylogenetic analysis based on the concatenation of 13 PCGs from 65 tick mitogenomes showed that the H. qinghaiensis was clustered into a well-supported clade within the Haemaphysalis genus. This is the first complete mitogenome sequence of H. qinghaiensis, which provides a useful reference for understanding of the taxonomic and genetics of ticks.


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