Search bioRxiv⌕ Search

bioRxiv · 10.1101/2025.03.12.641256

Climate-linked biogeography of mycorrhizal fungal spore traits

Abstract

Climate-driven variation in microbial traits is crucial for predicting ecological responses to environmental change, yet global patterns remain understudied. Using global datasets of arbuscular mycorrhizal (AM) fungal observations linked to spore morphology, we show that climate gradients shape spore trait variation and functional diversity. Temperature and precipitation emerged as key drivers, influencing species range size and trait-environment relationships through trade-offs. Larger spore volumes were more prevalent in warm, wet, stable climates but were associated with smaller species range sizes, suggesting a trade-off between persistence and dispersal potential. Spores with ornamentation were also more prevalent in warm, wet climates and linked to restricted range sizes, possibly reflecting specialization to specific environmental conditions. Cell wall investment decreased in warmer, wetter climates, and was the strongest predictor of species range size, with intermediate investment associated with broader geographic distributions. Spore shape and color also exhibited climate-driven patterns, with spherical spores and greater pigmentation more common in warm, wet climates. Phylogenetic analyses revealed high trait conservatism for spore ornamentation, moderate for volume, low for color, and none for shape and cell wall investment. Additionally, functional diversity analyses revealed that warm, wet environments promote within-community trait richness but lower trait divergence, while broader climatic variability drives higher beta diversity. These findings highlight the role of climate in shaping microbial trait biogeography and suggest that evolutionary history constrains some traits while others are adaptable, suggesting that ongoing climate change may restructure AM fungal distributions, impacting plant-fungal interactions, nutrient cycling, and ecosystem stability. Significance statementA trait-based approach in microbial ecology helps explain how the environment shapes microbial traits, yet global patterns remain largely unknown. This study provides the first global assessment of climate influence on arbuscular mycorrhizal (AM) fungal spore traits. We identify key trade-offs between trait persistence and species range size, demonstrating that temperature and precipitation are primary drivers of spore volume, ornamentation, cell wall investment, shape, and color. These findings highlight the role of broad climatic patterns in shaping microbial communities and suggest that ongoing environmental change may alter AM fungal distributions, potentially disrupting plant-fungal interactions, soil health, and ecosystem stability.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Pehim Limbu, S., Sturmer, S. L., Zahn, G., Aguilar-Trigueros, C., Rogers, N., Chaudhary, V. B.. 2025-03-14. Climate-linked biogeography of mycorrhizal fungal spore traits. https://doi.org/10.1101/2025.03.12.641256

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Species-composition distributions under competition, ecological drift and immigration

Understanding how species interactions, ecological drift, and immigration jointly shape community composition is a central goal of community ecology. These processes determine not only average community composition, but also how often different community states occur. Here, we ask how competition reshapes the neutral distribution of community composition generated by drift and immigration. We analyze a stochastic two-species competition model with immigration and derive the stationary distribution of relative species composition near neutrality. The stationary distribution shows when communities are usually balanced and when they are instead dominated by one species. Species dominance can become common even when the corresponding deterministic model predicts stable coexistence, particularly in smaller communities. Balanced and dominance states can also occur together, producing a trimodal distribution. Competitive asymmetry further biases the distribution toward the competitively favored species. Thus, the interplay between competition, ecological drift, and immigration determines not only how much community composition varies, but also which community states are most likely to be observed. Our results provide an analytical bridge between neutral and competition theory and a framework for interpreting variation in community composition.

ecology↗

Floristic composition, phenology, and conservation value of four peat bogs in Bucovina, with the presence of Betula nana

This paper presents a comparative analysis of the floristic composition and site characteristics of four peat bogs in Bucovina, Romania: Poiana Stampei, Romanesti, Saru Dornei, and Gaina-Lucina. The research was based on phytosociological releves on 25 msq plots and direct field phenological observations, on six field visits from May to August 2026. Vegetation was characterised using the Braun Blanquet method, and floristic similarity between sites was assessed with the Sorensen and Bray Curtis indices. All four plots shared a common core of taxa characteristic of peatland vegetation: Sphagnum spp., Carex rostrata, Drosera rotundifolia, Eriophorum vaginatum, and Vaccinium species. Species richness was 13 taxa at Poiana Stampei, Romanesti, and Saru Dornei, and 12 at Gaina-Lucina. Romanesti and Saru Dornei showed the highest floristic similarity (descriptive values, not statistically tested, given a single releve per site), while Gaina-Lucina differed most markedly, not through species richness, which was similar across sites, but through species identity and through the presence of Betula nana, a glacial relict absent from the other sites. The results provide a descriptive basis for future research on the floristic composition and conservation of these habitats.

ecology↗

Long-Term Surveillance Reveals Establishment of Aedes albopictus in Eastern Nebraska, USA

Aedes albopictus (Skuse), the Asian tiger mosquito, is a highly competent arboviral vector whose range has expanded substantially across the United States over the past four decades. Despite predictive models placing Nebraska within the species' climatically suitable range, its establishment status in the state has remained poorly characterized. Here, we report results from a nine-year mosquito surveillance program (2017-2025) conducted across 44 Nebraska counties in collaboration with the Nebraska Department of Health and Human Services. Ae. albopictus was detected in five counties, with sustained, annually increasing populations documented in Richardson, Douglas, and Lancaster counties. Richardson County recorded continuous detections during 2017-2025, with proportional representation rising to 60.50% of collected mosquitoes by 2025. In Douglas and Lancaster counties, temporal advancement of first seasonal detection in 2024 and 2025 provide evidence consistent with successful overwintering rather than annual reintroduction. A cumulative degree-day model predicted adult emergence in mid-May across all county-year combinations, consistently preceding trap deployment by two to seven weeks and revealing a systematic early-season surveillance gap. Generalized linear mixed-effects models indicated that trap-level detection persistence, rather than urban location, was the primary predictor of yearly Ae. albopictus positivity, suggesting that current invasion dynamics are driven by focal source populations. These findings provide strong evidence for the establishment of Ae. albopictus in eastern Nebraska and highlight the need for earlier seasonal surveillance and standardized criteria to define establishment in northward-expanding vector populations.

ecology↗