Virus-host Interactions Research Articles

Early Steps of Individual Multireceptor Viral Interactions Dissected by High-Density, Multicolor Quantum Dot Mapping in Living Cells.

Viral capture and entry to target cells are the first crucial steps that ultimately lead to viral infection. Understanding these events is essential toward the design and development of suitable antiviral drugs and/or vaccines. Viral capture involves dynamic interactions of the virus with specific receptors in the plasma membrane of the target cells. In the last years, single virus tracking has emerged as a powerful approach to assess real time dynamics of viral processes in living cells and their engagement with specific cellular components. However, direct visualization of the early steps of multireceptor viral interactions at the single level has been largely impeded by the technical challenges associated with imaging individual multimolecular systems at relevant spatial (nanometer) and temporal (millisecond) scales. Here, we present a four-color, high-density quantum dot spatiotemporal mapping methodology to capture real-time interactions between individual virus-like-particles (VLPs) and three different viral (co-) receptors on the membrane of primary living immune cells derived from healthy donors. Together with quantitative tools, our approach revealed the existence of a coordinated spatiotemporal diffusion of the three different (co)receptors prior to viral engagement. By varying the temporal-windows of cumulated single-molecule localizations, we discovered that such a concerted diffusion impacts on the residence time of HIV-1 and SARS-CoV-2 VLPs on the host membrane and potential viral infectivity. Overall, our methodology offers the possibility for systematic analysis of the initial steps of viral-host interactions and could be easily implemented for the investigation of other multimolecular systems at the single-molecule level.

A measles virus collective infectious unit that caused lethal human brain disease includes many locally restricted and few widespread copy-back defective genomes.

During virus replication in cultured cells, copy-back defective viral genomes (cbDVGs) can arise. CbDVGs are powerful inducers of innate immune responses in vitro, but their occurrence and impact on natural infections of human hosts remain poorly defined. We asked whether cbDVGs were generated in the brain of a patient who succumbed to subacute sclerosing panencephalitis (SSPE) about 20 years after acute measles virus (MeV) infection. Previous analyses of 13 brain specimens of this patient indicated that a collective infectious unit (CIU) drove lethal MeV spread. In this study, we identified 276 replication-competent cbDVG species, each present in over 100 copies in the brain. Six species were detected in multiple forebrain locations, implying that they travelled long-distance with the CIU. The cbDVG to full-length genomes ratio was often close to 1 (0.6-1.74). Most cbDVGs were 324-2,000 bases in length, corresponding to 2%-12% of the full-length genome; all are predicted to have complementary terminal sequences. If improperly encapsidated, these sequences have the potential to form double-stranded structures that can induce innate immune responses. To assess this, we examined the transcriptome of all brain specimens. Several interferon and inflammatory response genes were upregulated, but upregulation levels did not correlate with cbDVG levels in the specimens. Thus, the CIU that drove MeV pathogenesis in this brain includes, in addition to two complementary full-length genome populations, many locally restricted and few widespread cbDVG species. The widespread cbDVG species may have been positively selected but how they impacted pathogenesis remains to be determined.IMPORTANCECopy-back defective viral genomes (cbDVGs) can drive virus-host interactions. They can suppress virus replication directly, by competing with full-length genomes, or indirectly by stimulating antiviral immunity. In vitro, cbDVG can slow down infections and promote persistence, but there is limited documentation of their presence in human hosts or of their impact on disease. We had the unique opportunity to analyze the brain of a patient who succumbed to subacute sclerosing panencephalitis, a rare but lethal consequence of measles. We detected more than 270 distinct cbDVG species; most were restricted to one specimen, but several reached all lobes of the forebrain, suggesting positive selection. Our analyses provide the missing knowledge of the diversity of cbDVG in a natural infection of a human host. They also reveal that a collective infectious unit that caused lethal human brain disease includes few widespread cbDVG, in addition to two ubiquitous complementary full-length genome populations.

Comparative Review of the Conserved UL24 Protein Family in Herpesviruses.

The UL24 protein family, conserved across all subfamilies of Orthoherpesviridae, plays diverse and significant roles in viral replication, host-virus interactions and pathogenesis. Understanding the molecular mechanisms and interactions of UL24 proteins is key to unraveling the complex interplay between herpesviruses and their hosts. This review provides a comparative and comprehensive overview of current knowledge on UL24 family members, including their conservation, expression patterns, cellular localization, and functional roles upon their expression and during viral infection, highlighting their significance in herpesvirus biology and their potential functions.

A review of virus host factor discovery using CRISPR screening.

The emergence of genome-scale forward genetic screening techniques, such as Haploid Genetic screen and clustered regularly interspaced short palindromic repeats (CRISPR) knockout screen has opened new horizons in our understanding of virus infection biology. CRISPR screening has become a popular tool for the discovery of novel host factors for several viruses due to its specificity and efficiency in genome editing. Here, we review how CRISPR screening has revolutionized our understanding of virus-host interactions from scientific and technological viewpoints. A summary of the published screens conducted thus far to uncover virus host factors is presented, highlighting their experimental design and significant findings. We will outline relevant methods for customizing the CRISPR screening process to answer more specific hypotheses and compile a glossary of conducted CRISPR screens to show their design aspects. Furthermore, using flaviviruses and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) as examples, we hope to offer a broad-based perspective on the capabilities of CRISPR screening to serve as a reference point to guide future unbiased discovery of virus host factors.

Recent advances in HPV biotechnology: Understanding host-virus interactions and cancer progression-a review

Cervical cancer ranks as the fourth most common cancer among women globally, posing a significant mortality risk. Persistent infection with high-risk human papillomavirus (HPV) is the primary instigator of cervical cancer development, often alongside co-infection with other viruses, precipitating various malignancies. This study aimed to explore recent biotechnological advances in understanding HPV infection dynamics, host interactions, and its role in oncogenesis. The gathered data shed light on HPV biology, host-virus interplay, viral co-infections, and cellular transformations leading to HPV-associated cancers. Recent years have seen the introduction of diverse vaccination strategies, including live attenuated, subunit, and DNA-based vaccines, complemented by innovative nanotechnology and plant-based products. Despite rich data addressing research inquiries, urgent calls echo for the implementation of contemporary screening and therapeutic modalities at clinical levels. Moreover, extensive public awareness campaigns are imperative to alleviate the burden of HPV-related diseases, emphasizing the necessity for proactive intervention strategies in combating this global health challenge.

Activity of novel virus families infecting soil nitrifiers is concomitant with host niche differentiation.

Chemolithoautotrophic nitrifiers are model groups for linking phylogeny, evolution, and ecophysiology. Ammonia-oxidising bacteria (AOB) typically dominate the first step of ammonia oxidation at high ammonium supply rates, ammonia-oxidising archaea (AOA) and complete ammonia-oxidising Nitrospira (comammox) are often active at lower supply rates or during AOB inactivity, and nitrite-oxidising bacteria (NOB) complete canonical nitrification. Soil virus communities are dynamic but contributions to functional processes are largely undetermined. In addition, characterising viruses infecting hosts with low relative abundance, such as nitrifiers, may be constrained by vast viral diversity, partial genome recovery, and difficulties in host linkage. Here, we describe a targeted incubation study that aimed to determine whether growth of different nitrifier groups in soil is associated with active virus populations and if process-focussed analyses facilitate characterisation of high-quality virus genomes. dsDNA viruses infecting different nitrifier groups were enriched in situ via differential host inhibition. Growth of each nitrifier group was consistent with predicted inhibition profiles and concomitant with the abundance of their viruses. These included 61 high-quality/complete virus genomes 35-173kb in length with minimal similarity to validated families. AOA viruses lacked ammonia monooxygenase sub-unit C (amoC) genes found in marine AOA viruses but some encoded AOA-specific multicopper oxidase type 1 (MCO1), previously implicated in copper acquisition, and suggesting a role in supporting energy metabolism of soil AOA. Findings demonstrate focussed incubation studies facilitate characterisation of active host-virus interactions associated with specific processes and viruses of soil AOA, AOB and NOB are dynamic and potentially influence nitrogen cycling processes.

Expanding Insights: Harnessing Expansion Microscopy for Super-Resolution Analysis of HIV-1–Cell Interactions

Expansion microscopy has recently emerged as an alternative technique for achieving high-resolution imaging of biological structures. Improvements in resolution are achieved by physically expanding samples through embedding in a swellable hydrogel before microscopy. However, expansion microscopy has been rarely used in the field of virology. Here, we evaluate and characterize the ultrastructure expansion microscopy (U-ExM) protocol, which facilitates approximately four-fold sample expansion, enabling the visualization of different post-entry stages of the HIV-1 life cycle, focusing on nuclear events. Our findings demonstrate that U-ExM provides robust sample expansion and preservation across different cell types, including cell-culture-adapted and primary CD4+ T-cells as well as monocyte-derived macrophages, which are known HIV-1 reservoirs. Notably, cellular targets such as nuclear bodies and the chromatin landscape remain well preserved after expansion, allowing for detailed investigation of HIV-1–cell interactions at high resolution. Our data indicate that morphologically distinct HIV-1 capsid assemblies can be differentiated within the nuclei of infected cells and that U-ExM enables detection of targets that are masked in commonly used immunofluorescence protocols. In conclusion, we advocate for U-ExM as a valuable new tool for studying virus–host interactions with enhanced spatial resolution.

Biothermodynamic analysis of the Dengue virus: Empirical formulas, biosynthesis reactions and thermodynamic properties of antigen-receptor binding and biosynthesis

After the experience with the COVID-19 pandemic, WHO has issued a warning about the possible causes of future pandemics. One such causative agent is the Dengue virus. Until now, we have had information mostly on biological properties of the Dengue virus and very little information about its chemical and thermodynamic properties. To be better prepared for a potential Dengue pandemic, the goal of this paper is to chemically and thermodynamically characterize the Dengue virus, as well as to describe the biophysical basis of the virus-host interactions of the Dengue virus. To that goal, the empirical formula was determined, as well as biosynthesis reactions and thermodynamic properties of antigen-receptor binding and thermodynamic properties of biosynthesis and multiplication of the Dengue virus. A model was developed of virus-host interactions between the Dengue virus and its host tissues, based on nonequilibrium thermodynamics.

Molecular detection and phylogenetic analysis of ovine herpesvirus-2 in subclinical infections of cattle and sheep.

Ovine herpesvirus-2 (OvHV-2) is the causative agent of malignant catarrhal fever (MCF), a serious and often fatal disease that affects cattle and other ruminants. This study aimed to investigate the molecular epidemiology and genetic diversity of OvHV-2 strains circulating in sheep and cattle populations in the Jammu and Kashmir region of India. Screening of 150 sheep and 57 cattle blood samples revealed the presence of the OvHV-2 polymerase (pol) gene in 8.6% of sheep, 10% of apparently healthy cattle, and 29.7% of cattle exhibiting MCF-like symptoms. The full-length glycoprotein B (gB) gene (2800bp) and an 875bp internal fragment were successfully amplified, cloned, and sequenced from pol-positive samples. Comparative sequence analysis of the deduced gB amino acid sequences identified seven substitutions at positions 278, 341, 390, 440, 468, 539, and 566 compared to reference strains. Phylogenetic analysis based on the gB nucleotide sequences clustered the OvHV-2 strains from this study within the Indian clade, distinct from strains reported in the UK and US. These findings provide insights into the genetic diversity of OvHV-2 strains circulating in Jammu and Kashmir, with the identified mutations potentially influencing virus-host interactions. Further investigations into the functional implications of these mutations are warranted to understand their role in viral pathogenesis and tropism.

GCRV-encoded circRNA circ_20 forms a ternary complex with BIP and PERK to delay virus replication by inhibiting the PERK-eIF2α pathway

Viral circRNAs play important roles in host-virus interactions. Previous reports showed that grass carp reovirus (GCRV) encodes 32 circRNAs, and circ_20 from the negative strand of GCRV genome segment 7 has the potential to regulate GCRV replication. However, the regulatory mechanism of circ_20 on GCRV remains unknown. In this study, circ_20 was further validated, and circ_20 negatively regulated ERS, the PERK pathway, and ROS production in GCRV-infected cells. Furthermore, circ_20 inhibited the PERK pathway by forming a ternary complex with BIP and PERK, resulting in delaying GCRV replication. RNA pull-down results indicated that the 51–102 nt region of circ_20 interacts with BIP, while the 451–502 and 514–565 nt regions interact with PERK. After the deletion of these interaction regions, the ability of circ_20 to promote BIP-PERK interaction decreases, leading to a decrease in the ability to inhibit GCRV proliferation. These findings uncovered new insights into the complex interplay between viruses and host cells and provided a novel understanding of the significance of viral circRNAs in virus-host interactions.

Valuable Contributions and Lessons Learned from Proteomics and Metabolomics Studies of COVID-19.

The COVID-19 pandemic caused by the SARS-CoV-2 virus infected more than 775,686,716 humans and was responsible for the death of more than 7,054,093 individuals. COVID-19 has taught us that the development of vaccines, repurposing of drugs, and understanding the mechanism of a disease can be done within a short time. The COVID-19 proteomics and metabolomics has contributed to its diagnosis, understanding of its progression, host-virus interaction, disease mechanism, and also in the search of suitable anti-COVID therapeutics. Mass spectrometry based proteomics was used to find the potential biomarkers of different stages of COVID-19 including severe and nonsevere cases in the blood serum. Notably, protein-protein interaction techniques to understand host-virus interactions were also significantly useful. The single-cell proteomics studies were carried out to ascertain the changes in immune cell composition and its activation in mild COVID-19 patients versus severe COVID-19 patients using whole-blood and peripheral-blood mononuclear cells. Modern technologies were helpful to deal with the pandemic; however, there is still scope for further development. Further, attempts were made to understand the protein-protein, metabolite-metabolite, and protein-metabolite interactomes, derived from proteins and metabolite fingerprints of COVID-19 patients by reanalysis of COVID-19 public mass spectrometry based proteomics and metabolomics studies. Further, some of these interactions were supported by the literature as validations in the COVID-19 studies.

What are the essential determinants of human papillomavirus carcinogenesis?

Human papillomavirus (HPV) infection is the leading viral cause of cancer. Over the past several decades, research on HPVs has provided remarkable insight into human cell biology and into the pathology of viral and non-viral cancers. The HPV E6 and E7 proteins engage host cellular proteins to establish an environment in infected cells that is conducive to virus replication. They rewire host cell signaling pathways to promote proliferation, inhibit differentiation, and limit cell death. The activity of the "high-risk" HPV E6 and E7 proteins is so potent that their dysregulated expression is sufficient to drive the initiation and maintenance of HPV-associated cancers. Consequently, intensive research efforts have aimed to identify the host cell targets of E6 and E7, in part with the idea that some or all of the virus-host interactions would be essential cancer drivers. These efforts have identified a large number of potential binding partners of each oncoprotein. However, over the same time period, parallel research has revealed that a relatively small number of genetic mutations drive carcinogenesis in most non-viral cancers. We therefore propose that a high-priority goal is to identify which of the many targets of E6 and E7 are critical drivers of HPV carcinogenesis. By identifying the cancer-driving targets of E6 and E7, it should be possible to better understand the distinct roles of other targets, perhaps in the viral life cycle, and to focus efforts to develop anti-cancer therapies on the subset of virus-host interactions for which therapeutic intervention would have the greatest impact.

Juruaça virus taxonomy, tolerance and resistance to infection, and inflammatory response modulation in murine model

Juruaça virus (JUAV), previously unclassified, was isolated from bats and administered to neonatal and adult BALB/c mice to investigate acute and chronic disease progression. In this study, we conducted genomic sequencing to achieve taxonomic classification and utilized these models to explore the inflammatory response and sickness behavior in both neonatal and adult mice. Neonates received a single intranasal instillation of infected brain homogenate (20 µL), whereas 31-day-old mice were given the same volume intranasally for three consecutive days. Control groups were administered equal volumes of uninfected brain homogenate. Our findings reveal that intranasal JUAV infection-induced acute meningoencephalitis and death in neonates, while adult mice exhibited chronic infection with variable clinical signs, inflammatory mediator production, histopathological changes, and neuropathological features. Interestingly, only some adult mice showed sickness behavior post-infection, and among these, a subset continued to decline and die. The differential tissue damage observed in mice with and without overt disease symptoms suggests mechanisms of resistance or tolerance, where exceeding tolerance capacity resulted in pathological outcomes, including chronic dysfunction or death. This study provides the first evidence of JUAV’s capability to infect mammals, demonstrating its distinct impact on bats and variable effects in neonatal and adult mice. We provisionally classified JUAV as closely related to the clade containing tombus-like virus 6 found in mute swan feces. Our research highlights the importance of understanding viral–host interactions and the inflammatory responses that contribute to disease variability, offering insights into tolerance and resistance mechanisms based on inflammatory response modulation.

Deciphering the Molecular Landscape of Dengue Infection: Insights from gene expression profiling and Protein Interactions

Dengue fever (DF) is a viral infection recognized as one of the most rapidly spreading vector-borne diseases among humans. However, the molecular mechanisms underlying disease aetiology and potential therapeutic targets remain unclear. This study presents a thorough examination of differentially expressed genes (DEGs) throughout the spectrum of Dengue infection stages, offering insights into disease mechanisms and therapeutic targets. Through meticulous analysis of DEGs within each infection stage, key genes pertinent to disease progression are identified, highlighting their roles in host-virus interactions. Noteworthy discoveries include the upregulation of IFI27 and USP18 in mild infection, suggesting involvement in viral replication inhibition and host defence, alongside the downregulation of CMTM2, indicating alterations in immune-related functions. Similarly, in severe infection, upregulated genes like IGHV1-69 are linked to illness severity, while downregulated IL-13RA1 signifies disruptions in cytokine signaling. Overlapping DEGs between infection groups unveil shared biological processes, further elucidated through functional enrichment analysis, showcasing coordinated regulation of cellular processes and pathways. Integration of Dengue virus and human interaction network analysis reveals crucial insights into the mechanisms by which the virus mediates the disease progression and offers potential therapeutic opportunities for disease management.

FastAd: A versatile toolkit for rapid generation of single adenoviruses or diverse adenoviral vector libraries

Adenoviruses (Ads) are potent gene delivery vectors for in vitro and in vivo applications. However, current methods for their construction are time-consuming and inefficient, limiting their rapid production and utility in generating complex genetic libraries. Here, we introduce FastAd, a rapid and easy-to-use technology for inserting recombinant “donor” DNA directly into infectious “receiver” Ads in mammalian cells by the concerted action of two efficient recombinases: Cre and Bxb1. Subsequently, the resulting mixed recombinant Ad population is subjected to negative selections by flippase (FLP) recombinase to remove viruses that missed the initial recombination. With this approach, recombinant Ad production time is reduced from two months to 10 days or less. FastAd can be applied for inserting complex genetic DNA libraries into Ad genomes, as evidenced by the generation of barcode libraries with over 3 million unique clones from a T25 flask-scale of transfection. Furthermore, we leveraged FastAd to construct an Ad library containing a comprehensive genome-wide CRISPR/Cas9 guide RNA (gRNA) library and demonstrated its effectiveness in uncovering novel virus-host interactions. In summary, FastAd enables the rapid generation of single Ad vectors or complex genetic libraries, facilitating not only novel applications of Ad vectors but also research in foundational Ad biology.

Squash vein yellowing virus from California emerged in the Middle East via intragenic and intergeneric recombination events in the hypervariable potyvirus P1 and ipomovirus P1a genes.

We present the complete sequence of the genomic RNA of an isolate of squash vein yellowing virus (Ipomovirus cucurbitavenaflavi) from California (SqVYV-CA) and show it is a recombinant virus with a highly divergent 5' UTR and proximal P1a gene. The evolution of SqVYV-CA involved an intrageneric event between unknown potyviruses, related to isolates of papaya ringspot virus (Potyvirus papayanuli) from the Old World, and an intergeneric event between this recombinant potyvirus (minor parent) and an isolate of SqVYV from Israel (SqVYV-IL) (major parent). These events occurred in mixed infections and in the potyvirus P1 and ipomovirus P1a recombination hotspots and resulted in SqVYV-CA having a potyvirus 5' UTR and chimeric P1-P1a gene/protein and the remainder of the genome from SqVYV-IL. The SqVYV-CA chimeric P1-P1a gene is under positive selection, and the protein is intrinsically disordered and may localize to the nucleus via nuclear localization signals in the P1 part. The C-terminal SqVYV-IL P1a part also diverged but retained the conserved serine protease motif. Furthermore, substantial divergence in SqVYV isolates from the Middle East was associated with genetic drift and a long evolutionary history in this region. The finding that the host range and symptomatology in cucurbits of SqVYV-CA is similar to those of SqVYV from Florida and SqVYV-IL, indicated that the recombinant part of the genome had no obvious effect on the virus-host interaction. A divergent part of the P1 sequence of the SqVYV-CA P1-P1a gene was used to develop a primer pair and RT-PCR test for specific detection of SqVYV-CA. This test was used to detect spread of SqVYV-CA to a new production area of California in 2021 and 2022. Together, these results demonstrate (i) a high level of genetic diversity exists among isolates of SqVYV and involved intra- and intergeneric recombination and genetic drift (mutation), (ii) evidence that SqVYV originated in the Middle East and that there were independent introductions into the New World and (iii) the remarkable genetic flexibility of the 5' proximal genes of these viruses.

Cellular NS1-BP protein interacts with the mRNA export receptor NXF1 to mediate nuclear export of influenza virus M mRNAs

Influenza A viruses have eight genomic RNAs that are transcribed in the host cell nucleus. Two of the viral mRNAs undergo alternative splicing. The M1 mRNA encodes the matrix protein 1 (M1) and is also spliced into M2 mRNA, which encodes the proton channel matrix protein 2 (M2). Our previous studies have shown that the cellular NS1-binding protein (NS1-BP) interacts with the viral non-structural protein 1 (NS1) and M1 mRNA to promote M1 to M2 splicing. Another pool of NS1 protein binds the mRNA export receptor NXF1 (nuclear RNA export factor-1), leading to nuclear retention of cellular mRNAs. Here we show a series of biochemical and cell biological findings that suggest a model for nuclear export of M1 and M2 mRNAs despite the mRNA nuclear export inhibition imposed by the viral NS1 protein. NS1-BP competes with NS1 for NXF1 binding, allowing the recruitment of NXF1 to the M mRNAs after splicing. NXF1 then binds GANP (Germinal-center Associated Nuclear Protein), a member of the TRanscription and EXport complex (TREX)-2. Although both NS1 and NS1-BP remain in complex with GANP-NXF1, they dissociate once this complex docks at the nuclear pore complex (NPC), and the M mRNAs are translocated to the cytoplasm. Since this mRNA nuclear export pathway is key for expression of M1 and M2 proteins that function in viral intracellular trafficking and budding, these viral-host interactions are critical for influenza virus replication.

Discovery of the first sea turtle adenovirus and turtle associated circoviruses

Turtles are an evolutionarily unique and morphologically distinctive order of reptiles, and many species are globally endangered. Although a high diversity of adenoviruses in scaled reptiles is well-documented, turtle adenoviruses remain largely understudied. To investigate their molecular diversity, we focused on the identification and characterisation of adenoviruses in turtle-derived organ, swab and egg samples. Since reptile circoviruses have been scarcely reported and no turtle circoviruses have been documented to date, we also screened our samples for circoviruses. Host−virus coevolution is a common feature of these viral families, so we aimed to investigate possible signs of this as well. Two screening projects were conducted: one on Brazilian samples collected from animals in their natural habitat, and the other on Hungarian pet shop samples. Nested PCR systems were used for the detection of adeno- and circoviruses and purified PCR products were Sanger sequenced. Phylogenetic trees for the viruses were reconstructed based on the adenoviral DNA polymerase and hexon genes, circoviral Rep genes, and for the turtle hosts based on mitochondrial cytochrome b amino acid sequences. During the screening, testadeno-, siadeno-, and circovirus strains were detected. The circovirus strains were classified into the genus Circovirus, exhibiting significant evolutionary divergence but forming a monophyletic clade within a group of fish circoviruses. The phylogenetic tree of turtles reflected their taxonomic relationships, showing a deep bifurcation between suborders and distinct monophyletic clades corresponding to families. A similar clustering pattern was observed among the testadenovirus strains in their phylogenetic tree. As a result, this screening of turtle samples revealed at least three new testadenoviruses, including the first sea turtle adenovirus, evidence of coevolution between testadenoviruses and their hosts, and the first turtle associated circoviruses. These findings underscore the need for further research on viruses in turtles, and more broadly in reptiles, to better understand their viral diversity and the evolutionary processes shaping host–virus interactions.

Metagenomic insights into microalgae-bacterium-virus interactions and viral functions in phycosphere facing environmental fluctuations

Despite the ecological and biotechnological significance of microalgae-bacterium symbionts, the response of host-virus interactions to external environmental fluctuations and the role of viruses in phycosphere remain largely unexplored. Herein, we employed algal-bacterial granular sludge (ABGS) with varying light intensity and organic carbon loading to investigate the mechanisms of microalgae-bacterium-virus symbionts in response to environmental fluctuations. Metagenomics revealed that enhanced light intensity decreased the diversity of microalgae, so did the diversity of symbiotic bacteria and viruses. As carbon sources decreased, bacteria prompted horizontal gene transfer in phycosphere by 12.76%-157.40%, increased the proportion of oligotrophs as keystone species (0.00% vs 14.29%) as well as viruses using oligotrophs as hosts (18.52% vs 25.00%). Furthermore, virus-carried auxiliary metabolic genes (AMGs) and biosynthetic gene clusters (BGCs) encoding vitamin B12 synthesis (e.g., cobS), antioxidation (e.g., queC), and microbial aggregation (e.g., cysE). Additionally, phylogenetic and similarity analysis further revealed the evolutionary origin and potential horizontal transfer of the AMGs and BGCs, which could potentially enhance the adaptability of bacteria and eukaryotic microalgae. Overall, our research demonstrates that environmental fluctuations have cascading effects on the microalgae-bacteria-virus interactions, and emphasizes the important role of viruses in maintaining the stability of the phycosphere symbiotic community.

A FRAMEWORK TO CONNECT VIRAL QUASISPECIES, MICROBIOME, AND HOST

COVID-19 is a pandemic that was detected in Wuhan, China, in 2019 and spread all around the world. COVID-19 is caused by SARS-CoV-2, which spreads through close contact. Many studies have been conducted on the transmission, virulence, and immune response of SARS-CoV-2. The intracellular mechanism of action of the virus and various host interaction pathways are also known, and there are many studies on the mutant types of the virus. Spike protein, which is one of the most important structural proteins of the virus, allows the virus to enter the cell. In this study, it has been investigated whether such an interaction occurs between Spike protein variants and host microbiota. For this purpose, the association of Sars-CoV-2 variants with different host factors that belong to the urban ecosystems has been analyzed statistically and host factors associated with different microbiota compositions were analyzed via a Bayesian Network. As a result, it is suggested that different variants of Spike protein may exist in the hosts that have dissimilar microbial compositions, and the microbiota may be a carrier that allows external factors -such as environment and human organisation- acting on hosts in the population to influence the selection of viral mutants