Environmental Microbiology

Horizontal gene transfer (HGT) is a pivotal mechanism driving bacterial evolution, conferring adaptability within dynamic marine ecosystems. Among HGT mechanisms, conjugation mediated by type IV secretion systems (T4SSs) plays a central role in the ecological success of marine bacteria. However, the conditions promoting conjugation events in the marine environment are not well understood. Roseobacters, abundant marine bacteria commonly associated with algae, possess a multitude of T4SSs. Many Roseobacters are heterotrophic bacteria that rely on algal secreted compounds to support their growth. These compounds attract bacteria, facilitating colonization and attachment to algal cells. Algae and their metabolites bring bacteria into close proximity, potentially promoting bacterial HGT. Investigation across various Roseobacters revealed that algal exudates indeed enhance plasmid transfer through conjugation. While algal exudates do not influence the transcription of bacterial conjugative machinery genes, they promote bacterial attachment, potentially stabilizing proximity and facilitating HGT. Notably, under conditions where attachment is less advantageous, the impact of algal exudates on conjugation is reduced. These findings suggest that algae enhance bacterial conjugation primarily by fostering attachment and highlight the importance of studying bacterial HGT within the context of algal-bacterial interactions.

Phytoplankton-bacteria interactions are stimulated by phytoplankton-released dissolved organic matter (DOMp). Two factors that shape the accompanying bacterial community are i) the "donor" phytoplankton species, defining the initial composition of released DOMp, and ii) the DOMp transformation over time. We added phytoplankton DOM from two globally abundant species - the diatom Skeletonema marinoi and the cyanobacterium Prochlorococcus MIT9312 - to natural bacterial communities in the Eastern Mediterranean and determined the bacterial responses over a time-course of 72 h in terms of cell numbers, bacterial production (BP), alkaline phosphatase activity (APA), and changes in active bacterial community compositions based on rRNA amplicon sequencing. Both DOMp types were demonstrated to serve the bacterial community as carbon and potentially phosphorus source. Diatom-derived DOM induced higher BP and lower APA compared to cyanobacterium DOM after 24 h, but not after 48 and 72 h of incubation, and also maintained higher Shannon diversities over the course of the experiment, indicating a better bacterial accessibility and broader disposability of diatom derived DOM. Bacterial communities significantly differed between DOMp types as well as different incubation times, pointing to a certain bacterial specificity for the DOMp donor as well as a successive utilization of phytoplankton DOM by different bacterial taxa. The highest differences in bacterial community composition with DOMp types occurred shortly after additions, suggesting a high specificity towards highly bioavailable DOMp compounds. We conclude that phytoplankton associated bacterial communities are strongly shaped by an interplay between phytoplankton donor and the transformation of its released DOMp over time. IMPORTANCEPhytoplankton-bacteria interactions maintain biogeochemical cycles of global importance. Phytoplankton photosynthetically fix carbon dioxide and subsequently release the synthesized compounds as dissolved organic matter (DOMp), which becomes processed and recycled by heterotrophic bacteria. Yet, the combined effect of the phytoplankton donor species and time-dependent transformation of DOMp compounds on the accessibility to the bacterial community has not been explored until now. The diatom Skeletonema marinoi and the cyanobacterium Prochlorococcus MIT9312 are globally important phytoplankton species, and our study revealed that DOMp of both species was selectively incorporated by the bacterial community. The donor species had the highest impact shortly after DOMp appropriation, and its effect diminished over time. Our results improve the understanding of biogeochemical cycles between phytoplankton and bacteria, and solve yet unresolved questions of phytoplankton-bacteria interactions.

Plants constitute an ecological niche for microbial communities that colonize different plant tissues and explore the plant habitat for reproduction and dispersal. The association of microbiota and plant may be altered by ecological and evolutionary changes in the host population. Seedborne microbiota, expected to be largely vertically-transferred, have the potential to co-adapt with their host over generations. Reduced host diversity because of strong directional selection and polyploidization during plant domestication and cultivation may have impacted the assembly and transmission of seed-associated microbiota. Nonetheless, the effect of plant domestication on the diversity of their associated microbes is poorly understood. Here we show that microbial communities in domesticated wheat, Triticum aestivum, are less diverse but more inconsistent among individual plants compared to the wild wheat species, T. dicoccoides. We found that diversity of microbes in seeds overall is low, but comparable in different wheat species, independent of their genetic and geographic origin. However, the diversity of seedborne microbiota that colonize the roots and leaves of the young seedling is significantly reduced in domesticated wheat genotypes. Moreover, we observe a higher variability between replicates of T. aestivum suggesting a stronger effect of chance events in microbial colonization and assembly. We also propagated wild and domesticated wheat in two different soils and found that different factors govern the assembly of soil-derived and seedborne microbial communities. Overall, our results demonstrate that the role of stochastic processes in seedborne microbial community assembly is larger in domesticated wheat compared to the wild wheat. We suggest that the directional selection on the plant host and polyploidization events during domestication may have decreased the degree of wheat-microbiota interactions and consequently led to a decreased stable core microbiota.

Marine viruses are a major driver of phytoplankton mortality and thereby influence biogeochemical cycling of carbon and other nutrients. In recent years, an understanding of the potential importance of phytoplankton-targeting viruses on ecosystem dynamics has emerged, but experimental investigations of host-virus interactions on a broad spatial and temporal scale are still missing. Here, we investigated in detail a phytoplankton hosts responses reacting to infections by species-specific viruses from i) distinct geographical regions and ii) different sampling seasons. Specifically, we used two species of picophytoplankton (1 {micro}m) Ostreococcus tauri and O. mediterraneus and their viruses (size ca. 100 nm), which represent systems well-known in marine biology, but almost entirely ignored in evolutionary biology. The strains stem from different regions of the Southwestern Baltic Sea that vary in salinity and temperature. Using an experimental cross-infection set-up, we show that in this natural system evolutionary history, and thus the timing of when hosts and their associated viruses coexisted, was the main driver of infection patterns. In addition species and strain specificity underline the present understanding of rapid host-virus co-evolution.

Microbial diversity remains largely unexplored across environments and scales, notably because at local scales many microbial taxa exist under a dormant state. Microbial biogeography is shaped by edaphic and ecological drivers, and shifts in microbial community composition are frequently associated with host community structure and health. Nontuberculous mycobacteria represent a striking example of environmental microorganisms with opportunistic pathogenic potential. Unfortunately, data on their diversity, distribution, and ecological interactions in aquatic environments remain limited. However, understanding competition for niche space and the role of abiotic and biotic factors shaping their biogeography is crucial for predicting disease emergence and transmission. Here we aimed at i) identifying microhabitat abiotic and biotic drivers influencing their distribution, ii) assessing the predictability of their diversity and distribution across continents, and iii) examining potential exclusion or associations between pathogenic and nonpathogenic mycobacterial species. By deploying an eDNA-based metabarcoding approach from freshwater samples collected in urban and rural sites in French Guiana and Cote dIvoire, we have boosted our understanding of environmental mycobacteria ecology by highlighting the influence of habitat type, abiotic factors, and microbial interactions on mycobacterial distribution. In addition, the detection of pathogenic species further highlighted the importance of environmental reservoirs in mycobacterial disease transmission.

Mosquitoes represent the most important pathogen vectors and are responsible for the spread of a wide variety of poorly treatable diseases. Wolbachia are obligate intracellular bacteria that are widely distributed among arthropods and collectively represents one of the most promising solutions for vector control. In particular, Wolbachia has been shown to limit the transmission of pathogens, and to dramatically affect the reproductive behavior of their host through its phage WO. While much research has focused on deciphering and exploring the biocontrol applications of these WO-related phenotypes, the extent and potential impact of the Wolbachia mobilome remain poorly appreciated. Notably, several Wolbachia plasmids, carrying WO-like genes and Insertion Sequences (IS), thus possibly interrelated to other genetic units of the endosymbiont, have been recently discovered. Here we investigated the diversity and biogeography of the first described plasmid of Wolbachia in Culex pipiens (pWCP) in several islands and continental countries around the world--including Cambodia, Guadeloupe, Martinique, Thailand, and Mexico--together with mosquito strains from colonies that evolved for 2 to 30 years in the laboratory. Together with earlier observation, our results show that pWCP is omnipresent and strikingly conserved among Wolbachia populations within mosquitoes from distant geographies and environmental conditions. These data suggest a critical role for the plasmid in Wolbachia ecology and evolution, and the potential of a great tool for the further genetic dissection or potential manipulation of the endosymbiont.

Domestication is an excellent case study for understanding adaptation and multiple fungal lineages have been domesticated for fermenting food products. Studying domestication in fungi has thus both fundamental and applied interest. Genomic studies have revealed the existence of four populations within the blue-cheese-making fungus Penicillium roqueforti. The two cheese populations show footprints of domestication, but the adaptation of the two non-cheese populations to their ecological niches (i.e. silage/spoiled food and lumber/spoiled food) has not been investigated yet. Here, we reveal the existence of a new P. roqueforti population, specific to French Termignon cheeses, produced using small-scale traditional practices, with spontaneous blue mould colonisation. This Termignon population is genetically differentiated from the four previously identified populations, providing a novel source of genetic diversity for cheese making. Phenotypically, the non-Roquefort cheese population was the most differentiated, with specific traits beneficial for cheese making, in particular higher tolerance to salt, to acidic pH and to lactic acid. Our results support the view that this clonal population, used for many cheese types in multiple countries, is a domesticated lineage on which humans exerted strong selection. The Termignon population displayed substantial genetic diversity, both mating types, horizontally transferred regions previously detected in the non-Roquefort population, and intermediate phenotypes between cheese and non-cheese populations. The lumber/spoiled food and silage/spoiled food populations were not more tolerant to crop fungicides but showed faster growth in various carbon sources (e.g. dextrose, pectin, sucrose, xylose and/or lactose), which can be beneficial in their ecological niches. Such contrasted phenotypes between P. roqueforti populations, with beneficial traits for cheese-making in the cheese populations and enhanced ability to metabolise sugars in the lumber/spoiled food population, support the inference of domestication in cheese fungi and more generally of adaptation to anthropized environments.

Given the impact of viruses on microbial community composition and function, viruses have the potential to play a significant role in the fate of freshwater cyanobacterial harmful algal blooms (cHABs). Yet the role of viruses in cHABs remains poorly understood. We sought to address this knowledge gap with a metagenomic analysis of viruses of bloom-forming Microcystis aeruginosa across cHAB phases in the western basin of Lake Erie. Size-fractionation of the water allowed us to identify significant fraction-specific trends in viral diversity, which corresponded with Microcystis genetic diversity. Using a new machine-learning model, we predicted infections between viral and microbial host populations. We predicted hundreds of viral populations with infection histories including Microcystis and non-Microcystis hosts, suggesting extensive interconnectivity and the potential for virus-mediated cross-species exchange of genetic material within cHABs communities. Infection predictions revealed a broad host range for Lake Erie Microcystis viruses, challenging previous notions of "narrow" host-virus interactions in cHABs. Abundant viral genes belonging to predicted Microcystis viruses revealed their potential role in key metabolic pathways and adaptation to environmental changes. We observed significant turnover of predicted Microcystis virus populations across time. Viral diversity was highest in the viral fraction and lowest in the colony-associated fraction, suggesting that Microcystis colony formation and growth during cHABs leads to bottlenecks in viral diversity. These findings advance our understanding of uncultivated Microcystis virus diversity, their potential effects on host metabolism, potential influence on species interactions, and potential coevolutionary processes between microbial hosts and their viral predators within Microcystis-dominated cHABs. ImportanceUnderstanding interactions between viruses, their hosts, and environmental parameters may be key to identifying the mechanisms underlying the persistence and demise of cyanobacterial harmful algal blooms (cHABs). In this study we describe the viral diversity and host ranges of viruses predicted to infect Microcystis, describing the distribution of these properties across time, space, and different bloom-associated size fractions. Additionally, the study highlights abundant genes belonging to predicted Microcystis viruses and their potential roles in key metabolic pathways and adaptation to environmental changes. The observed turnover of Microcystis virus populations, with the highest diversity in viral fractions and the lowest in colony-associated fractions, suggests that Microcystis colony formation during blooms plays an important role in shaping viral diversity and community turnover. These findings contribute to a better understanding of the interplay between viruses, Microcystis, and their accompanying bacterial communities, shedding light on mechanisms driving bloom dynamics, species interactions, and coevolutionary processes.

Approximately three fourths of all pelagic marine prokaryotes live in the deep-sea, an environment characterized by low temperature and high hydrostatic pressure. Within deep-sea environments labile organic matter is often scarce and motility can serve as a competitive advantage for microorganisms. Experimental work with a handful of species suggests motility is one of the most temperature- and pressure-sensitive cellular processes, however the combined effects of temperature and pressure together have yet to be investigated in detail. Here we employed growth-dependent motility agar assays and growth-independent microscopy assays to assess how changes in these two physical factors impact motility both individually and in combination, using ecologically relevant model organisms from the cosmopolitan genera Halomonas, Alcanivorax, and Marinobacter. At pressures equivalent to bathyal and abyssal depths, changes in temperature from 30{degrees}C to 4{degrees}C (motility assays) or 23{degrees}C to 7{degrees}C (microscopy assays) had a greater influence on motility than pressure. In addition, low-temperature and high-pressure impacts were additive. Exposure to high pressure had varying degrees of effect on flagellar function, depending on the strain and the magnitude of the pressure. These ranged from short-term impacts that were quickly reversible to long-term impacts that were detrimental to the function of the flagellum, leading to complete loss of motility. These findings highlight the sensitivity of deep-sea bacterial motility systems to combined temperature/pressure conditions, phenotypes that will contribute to the modulation of diverse microbial activities at depth. IMPORTANCEMicroorganisms perform critical functions in biogeochemical cycles at depth, as well as likely modulating the carbon sequestration potential of the deep ocean. However, their activities under in situ conditions are poorly constrained. One aspect of microbial activity is motility, generally mediated by the energy-consuming rotation of one or more flagellar filaments that enables swimming behavior. This provides a competitive advantage for microbes in the environment, such as by enhancing nutrient acquisition. Here we report on culture-based and microscopy-based analyses of pressure-temperature (P-T) effects on the motility of three ecologically relevant marine microbes. The results in all cases indicate that high pressure and low temperature exert compounding inhibitory effects. This argues for the need for further investigations into P-T effects on deep-sea microbial processes.

Deep-sea hydrothermal vent ecosystems are sustained by chemoautotrophic bacteria that symbiotically provide organic matter to their animal hosts through the oxidation of chemical reductants in vent fluids. Hydrothermal vents also support unique viral communities that often exhibit high host-specificity and frequently integrate into host genomes as prophages; however, little is known about the role of viruses in influencing the chemosynthetic symbionts of vent foundation fauna. Here, we present a comprehensive examination of contemporary lysogenic and lytic bacteriophage infections, auxiliary metabolic genes, and CRISPR spacers associated with the intracellular bacterial endosymbionts of snails and mussels at hydrothermal vents in the Lau Basin (Tonga). Our investigation of contemporary phage infection among bacterial symbiont species and across distant vent locations indicated that each symbiont species interacts with different phage species across a large geographic range. However, our analysis of historical phage interactions via assessment of CRISPR spacer content suggested that phages may contribute to strain-level variation within a symbiont species. Surprisingly, prophages were absent from almost all symbiont genomes, suggesting that phage interactions with intracellular symbionts may differ from free-living microbes at vents. Altogether, these findings suggest that species-specific phages play a key role in regulating chemosynthetic symbionts via lytic infections, potentially shaping strain-level diversity and altering the composition and dynamics of symbiont populations.

Microbial aggregation is central in environmental processes, such as marine snow and harmful marine mucilage events. Nutrient enrichment positively correlates with microbial aggregation. This correlation is largely attributed to the overgrowth of microalgae and the overproduction of agglomerating exopolysaccharides (EPS). However, recent studies highlight the significant contribution of bacterial EPS to algal-bacterial aggregation. Here, using controlled laboratory experiments and environmental metatranscriptomic analysis, we investigate the impact of nutrient enrichment on bacterial EPS production, while bacteria are in the context of their algal hosts. Our findings demonstrate a marked increase in bacterial EPS production in response to an increase of inorganic phosphorus and nitrogen levels, both in the lab and in the environment. These results highlight the interplay between nutrient regimes, bacterial physiology, and microbial aggregation in marine ecosystems and emphasize gaps in our understanding regarding the bacterial role in environmental processes that involve microbial aggregation.

Nutrient starvation and subsequent mortality are processes that can shape ecosystem dynamics and influence global biogeochemical cycles yet are poorly understood. Here, we examined the dynamics of culture decline in 15 strains of Prochlorococcus, globally abundant marine cyanobacteria, under nitrogen (N) and phosphate (P) starvation. We then ask whether mortality patterns can be related to the evolutionary history of each strain, the geographic location and environmental conditions where it was isolated from, or the copy number of specific acquisition genes. We observed diverse decline patterns across starvation conditions and strains, identifying three differential features: maximum culture fluorescence, the number of fluorescence peaks during the decline stage, and the decline rate. Based on these features, each strain was categorized as being more sensitive to either nitrogen starvation or phosphorus/co-starvation. High light (HL) strains are more sensitive to N starvation, whereas other facets of the strains evolutionary or ecological origin were not correlated with mortality features. Surprisingly, the number of genes known to be involved in either N or P acquisition in each genome was not correlated with starvation sensitivity. Rather, genes involved in DNA damage repair were associated with N sensitivity to starvation, especially in HL strains, whereas genes related to protein quality control were more abundant in LL strains and associated with P/co starvation sensitivity. These findings reveal a previously unrecognized diversity in the dynamics of starvation and mortality across closely related Prochlorococcus strains, potentially driven by differences in the responses to DNA and protein damage.

Many marine microbes require vitamin B12 (cobalamin) but are unable to synthesize it, necessitating reliance on other B12-producing microbes. Thus, phytoplankton and bacterioplankton community dynamics can partially depend on the production and release of a limiting resource by members of the same community. We tested the impact of temperature and B12 availability on the growth of two bacterial taxa commonly associated with phytoplankton: Ruegeria pomeroyi, which produces B12 and fulfills the B12 requirements of some phytoplankton, and Alteromonas macleodii, which does not produce B12 but also does not strictly require it for growth. For B12-producing R. pomeroyi, we further tested how temperature influences B12 production and release. Access to B12 significantly increased growth rates of both species at the highest temperatures tested (38{o}C for R. pomeroyi, 40{o}C for A. macleodii) and A. macleodii biomass was significantly reduced when grown at high temperatures without B12, indicating that B12 is protective at high temperatures. Moreover, R. pomeroyi produced more B12 at warmer temperatures but did not release detectable amounts of B12 at any temperature tested. Results imply that increasing temperatures and more frequent marine heatwaves with climate change will influence microbial B12 dynamics and could interrupt symbiotic resource sharing.

Marine algal blooms play a vital role in oceanic carbon cycling, yet the ecological consequences of algal organic matter released following their collapse via viral infection are poorly understood. Recent studies have shown that viral infection dramatically alters the hosts intracellular metabolite composition, and the subsequent viral lysate selectively promotes the growth of specific prokaryotic populations. This study aimed to elucidate the effect of organic matter derived from healthy and virus-infected cells of the bloom-forming alga Heterosigma akashiwo on the growth of heterotrophic eukaryotes, specifically Labyrinthulomycetes. These marine protists are primarily saprotrophic or predatory and contribute to dissolved organic matter (DOM) decomposition and nutrient cycling. Our field monitoring in Osaka Bay over 12 months revealed that while the overall Labyrinthulomycetes community showed no clear seasonality, specific populations of the protists co-occurred with Heterosigma akashiwo. To mechanistically investigate the potential trophic linkage suggested by these field observations, a co-culture system comprising H. akashiwo, its specific virus (HaV53), and Aurantiochytrium sp. NBRC102614, used here as a model Labyrinthulomycete, was established. In the co-culture experiments, viral lysis of H. akashiwo led to a significant increase in the cell density of Aurantiochytrium sp., demonstrating that Aurantiochytrium can thrive on substrates derived from the virus-infected alga, such as viral-induced dissolved organic matter (vDOM). These findings highlight that heterotrophic Labyrinthulomycetes are one of key consumers of virus-modified organic matter, playing a pivotal role in carbon cycling following the collapse of harmful algal blooms and influencing carbon transfer in coastal microbial food webs. IMPORTANCEMarine ecosystems are tightly regulated by the interplay between microalgae, viruses, and heterotrophic eukaryotes, yet their roles within this network have long been underestimated. Accordingly, this study aimed to provide an overview of the dynamics of environmental microalgae and heterotrophic eukaryotes, namely Heterosigma species and Labyrinthulomycetes, and to elucidate the impact of virus-infected Heterosigma akashiwo on the growth and proliferation of Aurantiochytrium species within heterotrophic Labyrinthulomycetes. This study revealed the dynamics of several Labyrinthulomycetes species associated with Heterosigma populations in coastal marine environments and demonstrated that Aurantiochytrium species have the capacity to redistribute carbon, such as by utilizing vDOM released during the termination of Heterosigma blooms via viral infection, thereby repositioning Aurantiochytrium from a passive component of Heterosigma viral infection toward an active ecological agent that facilitates energy transfer and contributes to the maintenance of microalgal community dynamics. Overall, this work provides new insights into the fate of virus-infected Heterosigma in coastal marine systems mediated by heterotrophic Labyrinthulomycetes, particularly Aurantiochytrium species, thereby filling an important knowledge gap in microbial ecology.

In the ocean, dissolved organic phosphorus (DOP) supports the health and productivity of marine phytoplankton, a phenomenon most often investigated under inorganic phosphate (Pi) scarcity. However, microbial DOP acquisition occurring in Pi replete ocean environments remains poorly understood. Here, we conducted a combination of nutrient addition experiments, alkaline phosphatase (AP) rate measurements, and metatranscriptomics analyses along an onshore-to-offshore gradient in the California Current Ecosystem (CCE), a relatively Pi-rich upwelling region. We found that AP activity (APA) and eukaryotic transcripts for DOP utilization were present throughout the CCE. In bottle incubations, APA was upregulated in response to iron (Fe) and nitrogen (N) additions. Major contributors to these trends included atypical alkaline phosphatases (APaty) of diatoms in the coastal upwelling area, and unclassified non-cytoplasmic P-diesterases (PDEnc) of multiple eukaryotic taxa in the offshore regime. APA and gene expression dynamics were not coupled to phytoplankton growth, suggesting that these organisms experience underlying P stress, a state of cellular metabolism caused by Pi scarcity, even in regions primarily growth-limited by other elements. While APaty and PDEnc were highly abundant among the microbial community phosphatase pool, these genes were missing from a widely used annotation database, highlighting the importance of manual curation for the detection of these atypical and unclassified proteins. Altogether, these results emphasize the functional diversity of phosphatases sustaining microbial community health in diverse and productive marine habitats.

The host range of a bacteriophage--the diversity of hosts it can infect--is central to understanding phage ecology and applications. While most well-characterized phages have narrow host ranges, broad-host-range phages represent an intriguing component of marine ecosystems. The genetic and evolutionary mechanisms driving their generalism remain poorly understood. In this study, we analyzed Schizotequatroviruses and their Vibrio crassostreae hosts, collected from an oyster farm. Schizotequatroviruses exhibit broad host ranges, large genomes (~252 kbp) encoding 26 tRNAs, and conserved genomic organization interspersed with recombination hotspots. These recombination events, particularly in regions encoding receptor-binding proteins and antidefense systems, highlight their adaptability to host resistance. Notably, some lineages demonstrated receptor-switching between OmpK and LamB, showcasing their evolutionary flexibility. Despite their broad host range, Schizotequatroviruses were rare in the environment. Their scarcity could not be attributed to burst size, which was comparable to other phages in vitro, but may result from ecological constraints or fitness trade-offs, such as their preference for targeting generalist vibrios in seawater rather than the patho-phylotypes selected in oyster farms. Our findings clarify the genetic and ecological trade-offs shaping Schizotequatrovirus generalism and provide a foundation for future phage applications in aquaculture and beyond.

The extent and ecological significance of intraspecific diversity within marine microbial populations is still poorly understood, and it remains unclear if such strain-level microdiversity will affect fitness and persistence in a rapidly changing ocean environment. In this study, we cultured 11 sympatric strains of the ubiquitous marine picocyanobacterium Synechococcus isolated from a Narragansett Bay (Rhode Island, USA) phytoplankton community thermal selection experiment. Despite all 11 isolates being highly similar (with average nucleotide identities of >99.9%, with 98.6-100% of the genome aligning), thermal performance curves revealed selection at warm and cool temperatures had subdivided the initial population into thermotypes with pronounced differences in maximum growth temperatures. Within the fine-scale genetic diversity that did exist within this population, the two divergent thermal ecotypes differed at a locus containing genes for the phycobilisome antenna complex. Our study demonstrates that present-day marine microbial populations can contain microdiversity in the form of cryptic but environmentally-relevant thermotypes that may increase their resilience to future rising temperatures. SignificanceNumerous studies exist comparing the responses of distinct taxonomic groups of marine microbes to a warming ocean (interspecific thermal diversity). For example, Synechococcus, a nearly globally distributed unicellular marine picocyanobacterium that makes significant contributions to oceanic primary productivity, contains numerous taxonomically distinct lineages with well documented temperature relationships. Little is known though about the diversity of functional responses to temperature within a given population where genetic similarity is high (intraspecific thermal diversity). This study suggests that understanding the extent of this functional intraspecific microdiversity is an essential prerequisite to predicting the resilience of biogeochemically essential microbial groups such as marine Synechococcus to a changing climate.

Burkholderia vietnamiensis LMG10929 (Bv) and Paraburkholderia kururiensis M130 (Pk) are bacterial rice growth-promoting models. Besides this common ecological niche, species of the Burkholderia genus are also found as opportunistic human pathogens while Paraburkholderia are mostly environmental and plant-associated species. Here, we compared the genetic strategies used by Bv and Pk to colonize two subspecies of their common host, Oryza sativa ssp. japonica (cv. Nipponbare) and ssp. indica (cv. IR64). We used high-throughput screening of transposon insertional mutant libraries (Tn-seq) to infer which genetic elements have the highest fitness contribution during root surface colonization at 7 days post inoculation. Overall, we detected twice more genes in Bv involved in rice roots colonization compared to Pk, including genes contributing to the tolerance of plant defenses, which suggests a stronger adverse reaction of rice towards Bv compared to Pk. For both strains, the bacterial fitness depends on a higher number of genes when colonizing indica rice compared to japonica. These divergences in host pressure on bacterial adaptation could be partly linked to the cultivars differences in nitrogen assimilation. We detected several functions commonly enhancing root colonization in both bacterial strains e.g., Entner-Doudoroff (ED) glycolysis. Less frequently and more strain-specifically, we detected functions limiting root colonization such as biofilm production in Bv and quorum sensing in Pk. The involvement of genes identified through the Tn-seq procedure as contributing to root colonization i.e., ED pathway, c-di-GMP cycling and cobalamin synthesis, was validated by directed mutagenesis and competition with WT strains in rice root colonization assays. ImportanceBurkholderiaceae are frequent and abundant colonizers of the rice rhizosphere and interesting candidates to investigate for growth promotion. Species of Paraburkholderia have repeatedly been described to stimulate plant growth. However, the closely related Burkholderia genus hosts both beneficial and phytopathogenic species, as well as species able to colonize animal hosts and cause disease in humans. We need to understand to what extent the bacterial strategies used for the different biotic interactions differ depending on the host and if strains with agricultural potential could also pose a threat towards other plant hosts or humans. To start answering these questions, we used here transposon sequencing to identify genetic traits in Burkholderia vietnamiensis and Paraburkholderia kururiensis that contribute to the colonization of two different rice varieties. Our results revealed large differences in the fitness gene sets between the two strains and between the host plants, suggesting a strong specificity in each bacterium-plant interaction.

The interactions between microalgae and the bacteria living in the phycosphere are pivotal to the role they play in aquatic ecosystems. This study examines how two representatives of common phycosphere bacteria, Yoonia sp. TsM2_T14_4 (Rhodobacteraceae) and Maribacter sp. IgM3_T14_3 (Flavobacteriaceae), interact with three microalgal hosts: Isochrysis galbana, Tetraselmis suecica, and Conticribra weissflogii (formerly Thalassiosira weissflogii) using dual transcriptomic analyses of both bacteria and microalgae. Bacterial transcriptomes differed significantly depending on microalgal host, with notable changes in carbohydrate metabolism among other COG categories. Yoonia sp. expressed genes involved in anoxygenic photosynthesis in co-culture with I. galbana, presumably due to its inability to utilize carbohydrates from this algal host, whereas Maribacter sp. expressed polysaccharide degradation genes in co-culture with C. weissflogii along with T9SS genes, which can be employed to secrete these hydrolytic enzymes. Specifically, a putative glucan endo-1,3-beta-D-glucosidase was highly expressed, an enzyme that can hydrolyze laminarin and curdlan. Maribacter sp. IgM3_T14_3 could utilize laminarin as a sole carbon source in laboratory settings, a polysaccharide commonly found in marine environments and produced by C. weissflogii. Surprisingly, microalgal transcriptomes remained largely unaltered in the presence of either of the bacteria compared to transcriptomes of axenic algal cultures. These findings highlight the adaptability of phycosphere bacteria to different microalgal hosts. Furthermore, it also indicates a commensalism between microalgae, Yoonia sp. and Maribacter sp., in which the bacteria adapt to and benefit from microalgal host exudates, whereas under the conditions employed here the microalgae are unaffected by the presence of these bacterial symbionts. ImportanceMicroalgae are the key players in marine ecosystems, capturing carbon dioxide through photosynthesis and releasing carbohydrates into their immediate environment, the so-called phycosphere. Certain bacterial taxa are consistently found within the phycosphere, where they interact with their microalgal host in a variety of ways. However, the impact of these bacteria on the microalgae is not fully understood despite their ecological relevance. This study uses a dual transcriptomic approach to investigate the impact of such core phycosphere bacteria on microalgal hosts and vice versa to uncover the reason behind their success in the phycosphere and possible roles in marine ecosystems.

Cyanobacteria play vital roles in aquatic ecosystems by driving photosynthesis, nitrogen fixation, carbon sequestration, and forming symbiotic relationships with diverse organisms. However, their proliferation can trigger harmful algal blooms, posing risks to aquatic biodiversity and public health. Despite their ecological significance, the interplay between cyanobacterial genomic traits and ecosystem dynamics remains poorly resolved. Here, we employed culture-independent metagenomic approaches to reconstruct cyanobacterial metagenome-assembled genomes (MAGs) from Chilika Lagoon, India, and investigate their spatiotemporal distribution and functions. Our analysis revealed distinct temporal patterns in cyanobacterial MAG abundance, with salinity emerging as the primary environmental driver of community structure and functional gene composition. Genes associated with biogeochemical cycling and toxin synthesis displayed pronounced seasonal variation, suggesting that functional genomic traits, rather than taxonomic identity govern species selection. Notably, five MAGs harboured the complete phosphate acetyltransferase-acetate kinase (Pta-Ack) pathway, a critical component of the Wood-Ljungdahl pathway, indicating an underappreciated potential for alternative carbon fixation mechanisms alongside the canonical Calvin-Benson-Bassham cycle. Furthermore, genomic variability, rather than phylogenetic relatedness was the dominant factor shaping cyanobacterial dynamics in the lagoon. This study establishes a direct link between physicochemical fluctuations and cyanobacterial functional diversity, offering critical insights into how climate-driven changes in salinity and nutrient regimes may influence aquatic ecosystems. By elucidating the genomic basis of cyanobacterial adaptation, these findings enhance our capacity to predict ecological outcomes of harmful algal blooms and inform strategies to safeguard ecosystem services in vulnerable coastal habitats. ImportanceThis study employs culture-independent metagenomics to reconstruct cyanobacterial metagenome-assembled genomes (MAGs) in Chilika Lagoon, India, unraveling their spatiotemporal distribution and functional traits. Salinity emerged as the primary driver shaping community structure and functional gene composition, with seasonal fluctuations influencing genes tied to biogeochemical cycling (e.g., carbon, nitrogen) and toxin synthesis. Notably, functional genomic traits--rather than taxonomic identity--governed species selection, highlighting adaptive strategies under environmental stress. Intriguingly, five MAGs harbored the complete Pta-Ack pathway, a component of the Wood-Ljungdahl pathway, suggesting cyanobacteria may employ alternative carbon fixation mechanisms alongside the Calvin-Benson-Bassham cycle under fluctuating conditions. These findings link physicochemical variables (e.g., salinity, nutrients) to functional diversity, revealing how genomic adaptations underpin ecological resilience. The study provides critical insights into cyanobacterial responses to environmental change by bridging microbial genomic plasticity with ecosystem-level impacts. This framework aids in predicting bloom dynamics and toxin risks, offering actionable tools to mitigate ecological threats in vulnerable coastal habitats, thereby informing conservation and management strategies amid climate variability.