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Linking genomic evolutionary transitions to ecological phenotypic adaptations in Spirochaetes

Understanding the genetic basis of ecological adaptation is a fundamental challenge of evolutionary biology. Spirochaetes are an ancient bacterial phylum of exceptional ecological breadth, encompassing major human pathogens such as the causative agents of syphilis, Lyme disease, and leptospirosis, alongside free-living species from contrasting environments and recently described species that lack the canonical spiral morphology of the phylum. Here, using a curated dataset of genomes representing all cultivable spirochete species, we show that functional genome architecture (defined as the proportional allocation of coding capacity across biological processes) correlates with ecological lifestyle and phenotypic traits in Spirochaetes independently of phylogenetic relationships, with host-dependent lineages from distinct evolutionary origins converging on shared functional profiles. Phylum-wide phylogenomic analyses identified Brachyspira as the earliest-diverging lineage, revisiting the evolutionary rooting of the phylum, and establishing that the spiral morphology is ancestral and was lost in a single evolutionary transition also associated with coordinated functional changes. Lastly, ancestral genome reconstruction uncovers the common ancestor as a motile, heterotrophic, and spiral-shaped bacterium, with metabolic and structural features not previously described. Together, these results provide an integrated and functional framework for Spirochaetes, illustrating how genome architecture can be used to track the ecological diversification of a widespread bacterial phylum.

microbiology↗

Ecological diversification in rapidly evolving populations

Microbial populations have an enormous capacity for rapid evolutionary change. Some mutations increase the fitness of their lineage and compete with each other in a process known as clonal interference. Other mutations can evade competitive exclusion by diversifying into distinct ecological niches. Both processes are frequently observed in natural and experimental settings, yet little is known about how they interact in the parameter regimes most relevant for microbes. Here we address this gap by analyzing the dynamics of ecological diversification in a simple class of resource competition models, where individuals acquire mutations that alter their resource uptake rates. We focus on large adapting populations, where mutations occur so frequently that their ecological and evolutionary timescales overlap. In this regime, we show that the competition between linked mutations causes the population to self-organize into a smaller number of distinct ecotypes, driven by an emergent priority effect that favors the resident strains. We demonstrate that these priority effects bias the long-term metabolic structure of the population, producing qualitative departures from existing ecological theory. We argue that similar dynamics should arise for other rapidly evolving ecosystems, where adaptive mutations accumulate at many linked genetic loci.

evolutionary biology↗

Ecophylogenetic patterns of rhizosphere bacterial community assembly in Pisum spp. (Fabaceae, Fabeae) reveal strong ecological filtering

Plant-microorganisms interactions are among the oldest biotic relationships and play a fundamental role in shaping biological systems. These associations involve several and diverse species, each evolving on different timescales. Understanding these interactions requires approaches that integrate both ecological community dynamics and evolutionary processes, which drive the adaptation of plants and microorganisms. We investigated bacterial community assembly dynamics associated with four diverse Pisum spp. accessions grown in greenhouse conditions on soil. Bacterial DNA was extracted from bulk soil, rhizosphere, rhizoplane, and endosphere microhabitats across three plant growth stages, followed by full-length 16S rRNA gene sequencing. Bacterial communities varied in diversity, composition and structure across microhabitats and growth stages. Ecophylogenetic analyses, that is integrating community ecology dynamics into a phylogenetic framework, indicated strong host-filtering, with community assembly across space and time being structured by phylogenetic constraints. This illustrates the role of the plant in creating and shaping distinct ecological niches, where selective recruitment favors specific and closely related lineages. Our findings suggest that an ecophylogenetic approach provides valuable insights into plant-microbiota dynamics by integrating ecological and evolutionary processes, thereby offering a powerful perspective to investigate the co-adaptation of plants and their associated microbiota.

microbiology↗

Environmental DNA Reveals Reykjavik's Human and Ecological History

Iceland was among the last large islands settled by humans, with colonization (Landnam) in the late 9th century CE (Common Era) and is often portrayed as an ecological disaster driven by the Norse settlers. Here, we revisit this narrative through environmental DNA (eDNA) and multiproxy analyses of sediment cores from Lake Tjornin in central Reykjavik, one of Icelands earliest and longest-occupied settlements. Originally a marine embayment, Tjornin became a freshwater lake around 660 CE. Our record reveals a human presence decades before the long-accepted arrival date of 877 CE, marked by the Landnam volcanic tephra. Early settlement brought livestock, barley cultivation, and other introduced taxa that enhanced nutrient cycling and unexpectedly increased local biodiversity. Contrary to the conventional view of rapid deforestation, eDNA shows that birch and willow expanded during the settlement period, likely supported by deliberate management. Pronounced ecological and land use shifts occurred after 1200 CE, but these were coeval with the Little Ice Age cooling, compounded by volcanic eruptions, storm surges, and plague, rather than anthropogenic degradation. Crop cultivation ceased, arboreal taxa retracted, and grazing pressure maintained open landscapes. Even more profound ecological changes came after c. 1750 CE with urbanization and industrialization, as wastewater discharge, heavy-metal pollution, and fossil fuel use reshaped Tjornins ecosystem. These findings challenge the prevailing model of Norse-induced environmental collapse, revealing instead a dynamic human-environment relationship shaped by both cultural practices and external stressors. By applying eDNA to a long-occupied urban catchment, we demonstrate the power of genomic methods to refine settlement chronologies, reassess ecological baselines and changes, and integrate natural and cultural histories. This approach offers a model for revisiting human-environment interactions in urban centers worldwide.

genomics↗

Evolution of reproduction driven by ecology at the onset of multicellularity

At the origin of multicellularity, genetic programs used by single-celled organisms to interact with their environment become organised into a developmental program. While previous work has clarified the selective advantages of simple multicellularity, the origin of development remains unclear. Here, we investigate the ecological origin of a fundamental developmental process -- multicellular reproduction -- using a computational model where cells forage in a structured environment, and evolve adhesion and regulated environmental responses. Multicellular modes of reproduction are not pre-specified in the model, but must emerge from the evolving dynamics under ecological selection. We find that distinct multicellular life cycles evolve depending on the spatial distribution of resources. Among these are life cycles with a single-celled propagule phase the most prevalent reproductive strategy in multicellular life that evolves as a dispersal strategy to reach new resources. These propagules form through the activation of molecular programs co-opted from the unicellular ancestor, where they mediated interactions with neighbours in its ecological context. Once propagules evolve, multicellular lineages can invade environments previously dominated by unicellular competitors, showing this strategy is adaptive beyond the conditions that permit its evolution. Altogether, our results show that developmental regulation evolves through co-option of ecological interactions during the transition to multicellularity. Significance statementReproduction is a universal feature of life. Yet, the evolution of multicellularity transformed it fundamentally: while single-celled organisms reproduce via cell division, reproduction in multicellular organisms is a complex process involving the coordination of many cells. How these new forms of multicellular reproduction first evolved is currently unknown. Using a computational model, we study how group reproduction emerges from the collective dynamics of individual cells. The model shows that unicellular ancestral life cycles can be repurposed as propagules used for reproduction in multicellular species, suggesting that genetic co-option is a key mechanism through which early development evolves.

evolutionary biology↗

Hybridization but minimal introgression: ecologically-based divergent selection maintains a steep hybrid zone in parapatric stickleback fish

Steep hybrid zones provide key insights into the mechanisms of speciation by reflecting incomplete reproductive isolation between diverging populations. However, the specific reproductive barriers preventing the fusion of such populations generally remain unclear, particularly the role of ecologically-based divergent selection. To address the latter, we here investigate a steep hybrid zone between lake and stream ecotypes of threespine stickleback fish inhabiting contiguous habitats within a single watershed. Given the spatial proximity of these habitats and the systems postglacial age, historical allopatry is unlikely to have contributed to the evolution of reproductive isolation. Using individual whole-genome sequencing from clinal sampling sites, we find that hybridization occurs within a narrow zone - just a few hundred meters long - at the transition between lake and stream habitat. Individuals in this contact zone exhibit strongly bimodal genome-wide ancestry, with a rapid shift toward the stream ecotypes genomic background, consistent with strong selection against lake-derived alleles in the stream habitat. Individual-based simulations tailored to this system demonstrate that divergent ecological selection alone can maintain the observed sharp cline, and illustrate the sustained antagonism between gene flow and selection near the habitat transition. Our findings underscore the power of ecological divergence to generate and maintain reproductive isolation, even in the absence of historical separation, and motivate further empirical work on the ecological underpinnings of steep hybrid zones.

evolutionary biology↗

Change in sexual signaling traits outruns morphological divergence in a recent avian radiation across an ecological gradient

The relative roles of natural and sexual selection in promoting evolutionary lineage divergence remains controversial and difficult to assess in natural systems. Local adaptation through natural selection is known to play a central role in adaptive radiations, yet secondary sexual traits can vary widely among species in recent radiations, suggesting that sexual selection may also be important in the early stages of speciation. Here we compare rates of divergence in ecologically relevant traits (morphology) and sexually selected signaling traits (coloration) relative to neutral structure in genome-wide molecular markers, and examine patterns of variation in sexual dichromatism to understand the roles of natural and sexual selection in the diversification of the songbird genus Junco (Aves: Passerellidae). Juncos include divergent lineages in Central America and several dark-eyed junco (J. hyemalis) lineages that diversified recently as the group recolonized North America following the last glacial maximum (c.a. 18,000 years ago). We found an accelerated rate of divergence in sexually selected characters relative to ecologically relevant traits. Moreover, a synthetic index of sexual dichromatism comparable across lineages revealed a positive relationship between the degree of color divergence and the strength of sexual selection, especially when controlling for neutral genetic distance. We also found a positive correlation between dichromatism and latitude, which coincides with the latitudinal pattern of decreasing lineage age but also with a steep ecological gradient. Finally, we detected an association between outlier loci potentially under selection and both sexual dichromatism and latitude of breeding range. These results suggest that the joint effects of sexual and ecological selection have played a role in the junco radiation and can be important in the early stages of lineage formation.

evolutionary biology↗

Ecological scaffolding and the evolution of individuality: the transition from cells to multicellular life

Evolutionary transitions in individuality are central to the emergence of biological complexity. Recent experiments provide glimpses of processes underpinning the transition from single cells to multicellular life and draw attention to the critical role of ecology. Here we emphasise this ecological dimension and argue that its current absence from theoretical frameworks hampers development of general explanatory solutions. Using mechanistic mathematical models, we show how a minimal ecological structure comprised of patchily distributed resources and between patch dispersal can scaffold Darwinian-like properties on collectives of cells. This scaffolding causes cells to participate directly in the process of evolution by natural selection as if they were members of multicellular collectives, with collectives participating in a death-birth process arising from the interplay between the timing of dispersal events and the rate of resource utilisation by cells. When this timescale is sufficiently long and new collectives are founded by single cells, collectives experience conditions that favour evolution of a reproductive division of labour. Together our simple model makes explicit key events in the major evolutionary transition to multicellularity. It also makes predictions concerning the life history of certain pathogens and serves as an ecological recipe for experimental realisation of evolutionary transitions.

evolutionary biology↗

Crocodylomorph cranial shape evolution and its relationship with body size and ecology

Crocodylomorpha, which includes living crocodylians and their extinct relatives, has a rich fossil record, extending back for more than 200 million years. Unlike modern semi-aquatic crocodylians, extinct crocodylomorphs exhibited more varied lifestyles, ranging from marine to fully terrestrial forms. This ecological diversity was mirrored by a remarkable morphological disparity, particularly in terms of cranial morphology, which seems to be closely associated with ecological roles in the group. Here, I use geometric morphometrics to comprehensively investigate cranial shape variation and disparity in Crocodylomorpha. I quantitatively assess the relationship between cranial shape and ecology (i.e. terrestrial, aquatic, and semi-aquatic lifestyles), as well as possible allometric shape changes. I also characterise patterns of cranial shape evolution and identify regime shifts. I found a strong link between shape and size, and a significant influence of ecology on the observed shape variation. Terrestrial taxa, particularly notosuchians, have significantly higher disparity, and shifts to more longirostrine regimes are associated with large-bodied aquatic or semi-aquatic species. This demonstrates an intricate relationship between cranial shape, body size and lifestyle in crocodylomorph evolutionary history. Additionally, disparity-through-time analyses were highly sensitive to different phylogenetic hypotheses, suggesting the description of overall patterns among distinct trees. For crocodylomorphs, most results agree in an early peak during the Early Jurassic and another in the middle of the Cretaceous, followed by nearly continuous decline until today. Since only crown-group members survived through the Cenozoic, this decrease in disparity was likely the result of habitat loss, which narrowed down the range of crocodylomorph lifestyles.View Full Text

paleontology↗

A macro-ecological approach to predators’ functional response

AO_SCPLOWBSTRACTC_SCPLOWPredation often deviates from the law of mass action: many micro- and meso-scale experiments have shown that consumption saturates with resource abundance, and decreases due to interference between consumers. But does this observation hold at macro-ecological scales, spanning many species and orders of magnitude in biomass? If so, what are its consequences for large-scale ecological patterns and dynamics? We perform a meta-analysis of predator-prey pairs of mammals, birds and reptiles, and show that predation losses appear to increase, not as the product of predator and prey densities following the Lotka-Volterra (mass action) model, but rather as the square root of that product. This suggests a phenomenological power-law expression of the effective cross-ecosystem functional response. We discuss whether the same power-law may hold dynamically within an ecosystem, and assuming that it does, we explore its consequences in a simple food chain model. The empirical exponents fall close to the boundary between regimes of donor and consumer limitation. Exponents on this boundary are singular in multiple ways. First, they maximize predator abundance and some stability metrics. Second, they create proportionality relations between biomass and productivity, both within and between trophic levels. These intuitive relations do not hold in general in mass action models, yet they are widely observed empirically. These results provide evidence of mechanisms limiting predation across multiple ecological scales. Some of this evidence was previously associated with donor control, but we show that it supports a wider range of possibilities, including forms of consumer control. As limiting consumption counter-intuitively allows larger populations, it is worthwhile to reconsider whether the observed functional response arises from microscopic mechanisms, or could hint at selective pressure at the population level. This article has been peer-reviewed and recommended by Peer Community In Ecology (DOI: 10.24072/pci.ecology.100051)

developmental biology↗

Origins and metabolic evolution of multifunctionality in Metarhizium robertsii: linking phenotypic diversity to ecological niche plasticity

This study investigates the evolution of fungi with complex multifunctional ecological roles using early and recently diverged lineages of Metarhizium robertsii as a model. The early diverged strains are characterized by slower insect killing, extensive pre-mortem fungal proliferation within hosts, and prolific sporulation, whereas recently diverged strains show rapid growth, a "kill and consume" strategy linked to destruxin toxin production, and enhanced plant root colonization. Metabolic assays demonstrated that recently diverged strains utilize a broader range of carbon sources, supporting their ecological versatility as pathogens, endophytes, and saprophytes. Germination rates on insect cuticles and plant roots strongly correlate with each other, and with virulence to Drosophila and beetles (Tenebrio molitor, Popillia japonica), highlighting nutritional flexibility as a key driver of ecological adaptation. Immune response assays in Drosophila revealed that virulence differences among strains are also partly mediated by host immune activation. These findings suggest that nutritional mode shifts underpin the evolutionary trajectory from specialist insect pathogen to plant associations and enhanced insect virulence within M. robertsii, providing a valuable model for studying fungal ecological plasticity and informing the development of fungal biofertilizers and biopesticides.

evolutionary biology↗

Ecological Filtering is a Better Predictor of Microbiome Assembly than Coevolution in Marine Sponges

Understanding how microbiomes evolve in concert with their hosts is crucial for understanding the evolutionary dynamics of complex holobionts. Phylosymbiosis describes a pattern in which microbial community relationships parallel host phylogeny. Although often interpreted as evidence for host-microbiome co-diversification, phylosymbiosis can also arise from ecological filtering, a process in which hosts with similar physiology or morphological characteristics select for similar microbial communities independent of host relatedness. Here, we test co-diversification and ecological filtering as alternative explanations for phylosymbiosis in marine sponges (Order Haplosclerida) from the Red Sea. We inferred a robust host phylogeny using 1,153 target-captured genome-wide loci from 144 specimens and characterised their prokaryotic microbiomes via V4 16S rRNA gene amplicon sequencing. Host clade identity explained [~]50% of the microbiome. However, topological analyses revealed high incongruence between host phylogeny and microbial community composition, and phylogenetic distance was only weakly correlated with microbiome dissimilarity. Partial Mantel tests confirmed that geography did not affect this signal. Trait-based analyses comparing high versus low microbial abundance (HMA-LMA) phenotypes, that are linked to sponge filtration physiology, revealed that this classification was a better predictor of microbiome composition than phylogenetic distance. Furthermore, phylogenetically distant clades with convergent HMA characteristics harboured similar microbiome profiles but had unique amplicon sequence variant (ASV) compositions, with between-trait dissimilarity exceeding within-trait dissimilarity. This demonstrates that sponge-microbiome associations are more influenced by ecological filtering than by host-microbe co-diversification, and suggests that sponge holobionts may be better understood as ecological consortia than as coevolved units.

microbiology↗

Alternaria atra from distinct ecological roles share functional genomic repertoires

Fungi, particularly ascomycetes, exhibit diverse ecological lifestyles, including endophytism, pathogenicity, and saprotrophy. Species of the genus Alternaria are taxonomically and ecologically diverse, yet the genomic determinants underlying different lifestyles remain poorly understood. Here, we investigate lifestyle-associated genomic variation in Alternaria atra using two newly collected isolates obtained as plant endophytes. We confirm their taxonomic identity and generate draft genome assemblies for both isolates. We assess their phenotypic behaviour under laboratory conditions and examine their genomic features alongside those of a previously published A. atra isolate described as pathogenic. Despite differing isolation histories, the endophytic and pathogenic isolates exhibit similar behaviour under laboratory conditions and possess highly comparable genomic repertoires, including predicted effector proteins, carbohydrate-active enzymes, and biosynthetic gene clusters. We detect no clear genomic signatures distinguishing endophytic and pathogenic origins or lifestyles. These findings suggest that A. atra harbours a shared genomic repertoire compatible with multiple ecological strategies, supporting a model of lifestyle plasticity rather than fixed genomic specialization. Our results add to growing evidence that genome content alone does not reliably predict ecological roles in ascomycete fungi.

genomics↗

Wild chimpanzees in Bugoma Forest, Uganda follow the Ugandan feeding ecology etiquette but exhibit cultural singularities: a case for the cultural junction hypothesis

Chimpanzees, amongst other primates, are characterized by the large variability of habitats they can be found in as well as a large behavioral, sometimes cultural diversity. Such observations have launched a decades-long debate on the roots of behavioral diversity, stressing the need to document this behavioral variability in context, such as by connecting closely related populations through localized analyses. This study presents the first comprehensive description of feeding ecology from the Mwera South chimpanzee (Pan troglodytes schweinfurthii) community in the Bugoma Central Forest Reserve, in Uganda, establishing a valuable baseline for this previously unstudied population and providing a comparative perspective on the populations of Western Uganda and Eastern Democratic Republic of Congo. By employing multiple methodological approaches, including direct observation and fecal analysis, we describe dietary composition, seasonal patterns, and environmental influences on feeding behavior. Characterizing the feeding ecology of this previously unstudied population is critical for examining how ecological factors might influence how feeding patterns evolve depending on resource availability or chimpanzee behavior, in particular by favoring analyses at the regional level. In addition, we can better evaluate to what extent behavioral differences between chimpanzee communities stem from ecological constraints and/or cultural transmission pathways. Our findings suggest that the Bugoma chimpanzees seat at the location of a historic cultural junction, opening a large array of questions about historic movements and cultural diffusion in Eastern chimpanzees.

animal behavior and cognition↗

Amphitrophic Listeria monocytogenes: multi-dimensional genomic profiling reveals a third ecological strategy that challenges the virulence-persistence trade-off paradigm

BackgroundThe virulence-persistence trade-off is considered a fundamental organizing principle of Listeria monocytogenes population biology: hypervirulent clonal complexes dominate clinical cases but are rarely found in processing environments, while hypovirulent lineages dominate industrial niches but are underrepresented in severe disease. However, whether this dichotomy operates as an absolute paradigm has not been quantitatively evaluated at the population scale. Here we develop a multi-dimensional genomic scoring approach that simultaneously quantifies virulence potential (V), environmental persistence capacity (P), clonal epidemiological context (C), and antimicrobial resistance (R) across 903 genomes from four independent datasets spanning five countries, and apply it to test the universality of the trade-off and to characterize the ecological strategies of L. monocytogenes at the population level. MethodsThe scoring approach integrates four components into a composite 0-100 score through empirically calibrated weights (V: 30%, P: 40%, C: 20%, R: 10%). Validation employed 903 L. monocytogenes genomes from four public BioProjects: longitudinal industrial surveillance in Norway (Fagerlund et al. 2022, n = 513, PRJNA689484), retail environments in the United States (Stasiewicz et al. 2015, n = 191, PRJNA245909), clinical-environmental context in China (Wang et al. 2021, n = 151, PRJNA759341), and meat processing in Poland (Kurpas et al. 2020, n = 48, PRJNA629756). ResultsThe composite score achieved excellent discriminatory performance for identifying persistent clones (AUC = 0.933; 95% CI: 0.910-0.954) with perfect specificity (1.000; zero false positives). The inverse V-P correlation was statistically significant across all four datasets (Spearman {rho} from -0.144 to -0.713; p < 0.01), providing the first cross-dataset quantitative confirmation of the trade-off. However, simultaneous evaluation of V-P profiles at the population scale revealed that the species does not conform to a binary dichotomy but rather exhibits three quantitatively distinguishable ecological strategies, for which we propose a functional trophic taxonomy: nosotrophic lineages (22.7%; V > 65, P < 35), specialized in the pathogenic niche; saprotrophic lineages (5.8%; V < 30, P > 45), with irreversible virulence attenuation and industrial specialization; and, as the central finding, amphitrophic lineages (39.1%; V [&ge;] 35, P [&ge;] 40), which simultaneously retain functional inlA and stress tolerance determinants (SSI-1) without detectable genomic sacrifice. The three strategies differed significantly (Kruskal-Wallis H = 138.7; p = 7.6 x 10-3{superscript 1}). The correspondence between trophic strategy and CC was predominant but not absolute, demonstrating that this phenotypic classification captures intra-CC functional heterogeneity inaccessible through conventional typing. Furthermore, comparison between genome-based and surveillance-informed classifications revealed that 60 hypervirulent isolates (CC1/CC14), genetically classified as nosotrophic, persisted for up to 8 years in industrial facilities despite lacking any recognized persistence markers -- indicating that their prolonged survival reflects environmental opportunity rather than intrinsic genomic adaptation. ConclusionsMulti-dimensional genomic profiling reveals that the virulence-persistence trade-off, while statistically robust, does not operate as an absolute paradigm. The amphitrophic strategy -- documented here for the first time as a quantitatively distinguishable category encompassing 39.1% of the analyzed population -- challenges the prevailing dichotomous model and identifies a previously unrecognized combined ecological niche. The ability to discriminate between genome-encoded persistence capacity and environmentally facilitated persistence provides a biological framework for understanding the ecological determinants of L. monocytogenes population dynamics in anthropogenic environments.

microbiology↗

A Paired-Object Protocol for Validating Feature Salience in Rodent Exploration: Evidence that Ecology Predicts Which Features Matter

Animals should attend preferentially to stimulus features relevant to their ecological niche, but whether this predicts which object features drive exploration in behavioral assays has not been, to our knowledge, systematically tested. We presented two wild-caught mouse species with contrasting ecologies - wood mice (Sylvaemus uralensis), which inhabit forests and regularly climb, and striped field mice (Apodemus agrarius), which occupy open habitats - with six pairs of objects assembled from standardized components, the members of each pair differing along exactly one researcher-defined feature: height, colour, apex shape, aperture presence, or decorative motif. Height produced a species-specific, ecology-predicted response: S. uralensis avoided the shortest object, converging across zone occupancy, tactile contact, and climbing, while A. agrarius showed no comparable avoidance. No other feature produced a detectable preference in either species. Two of these nulls were features we had also expected to be salient on general ecological grounds, though without predicting a species difference; only the comparative prediction, height, was borne out. General biological plausibility of this kind, reasoned by an experimenter, is therefore not sufficient to establish that a feature is salient, and paired-object testing against single features offers a tractable way to find out which are, in a given species, before those objects are used in memory or novelty assays.

animal behavior and cognition↗

Ecology, genomics and biocontrol potential of bacteriophages infecting the bacterial wilt pathogen Ralstonia solanacearum species complex in Reunion Island

The Ralstonia solanacearum species complex (RSSC), the causal agent of bacterial wilt, is among the most destructive soil-borne plant pathogens worldwide, yet effective and sustainable control strategies remain limited. Bacteriophages represent promising biocontrol agents, but their efficacy depends on ecological compatibility with local pathogen populations. Here, we combined ecological sampling, comparative genomics, phenotypic characterization and plant assays to investigate RSSC-infecting phages in Reunion Island and evaluate their biocontrol potential. We isolated 45 phages from diverse agricultural matrices and obtained complete genome sequences for 35 novel isolates. Phylogenomic analyses revealed a locally diversified assemblage comprising multiple known taxa and several putative new genera, forming clusters largely distinct from global reference phages. Phage diversity and antibacterial activity were structured primarily by bacterial phylogeny rather than plant host or geographic origin, indicating that plants act mainly as ecological interfaces while environmental bacterial populations shape phage specialization. The community displayed two contrasting evolutionary strategies: expanding virulent lineages associated with strong antibacterial activity and persistent temperate lineages carrying integration and host-interaction functions. Host-range assays confirmed phylotype-dependent susceptibility, and strictly lytic phages showed consistently higher inhibitory activity. Guided by combined genomic and phenotypic screening, we designed a multi-family phage cocktail targeting dominant local RSSC lineages. The cocktail exhibited strong in vitro suppression of bacterial growth and significantly reduced disease severity in tomato plants. Together, our results demonstrate that effective phage biocontrol depends on evolutionary matching between phages and regional pathogen populations. Integrating ecological, genomic and functional characterization provides a robust framework for selecting locally adapted phages and developing durable phage-based strategies for managing bacterial wilt.

microbiology↗

EcoMorph: Universal morphological trait quantification from natural language prompts for ecological research

0.O_LIMorphological traits such as floral area and body size are fundamental to ecological research, serving as inputs for studies of pollinator-plant interactions, habitat quality, and biodiversity monitoring. However, accurately measuring these traits from images remains challenging, particularly in complex field conditions where existing tools exhibit reduced accuracy and limited generalizability across taxa. C_LIO_LIWe present EcoMorph, a modular morphological measurement system that leverages the Segment Anything Model 3 (SAM3) to quantify traits across diverse ecological contexts. Unlike task-specific segmentation models requiring domain-specific training data, SAM3s prompt-based architecture enables segmentation of arbitrary biological structures from natural-language prompts, using the same underlying model across flowers, insects, and other targets without retraining. From the resulting segmentations, EcoMorph extracts three classes of measurement: area, linear dimensions, and object counts. C_LIO_LIWe validated EcoMorph across two ecological scales. At the intermediate scale, EcoMorph-derived floral area agreed closely with manual ImageJ measurements (R2 = 0.935, n = 74) under simple-background conditions and (R2 = 0.928, n = 58) under complex-background conditions, with valid predictions for 95% of images. At the fine scale, EcoMorph-derived insect body area was strongly correlated with hand-measured intertegular distance (r = 0.810, n = 349), capturing body-size variation across species from the small Bombus impatiens to the large Xylocopa virginica. Object counts matched manual counts almost exactly for well-separated insects in an insect box (R2 = 0.9997, n = 12). C_LIO_LIBy combining prompt-based segmentation with modular measurement, EcoMorph enables high-throughput quantification of area, size, and abundance from heterogeneous image sources without taxon-specific training. This generality supports a broad range of ecological applications, including pollinator and plant trait research, biodiversity and abundance monitoring, and allometric biomass estimation. C_LI

bioinformatics↗