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Dutch elm disease (DED), caused by the pathogenic ascomycete Ophiostoma novo-ulmi, has devastated natural elm (Ulmus spp.) populations in Europe and North America. Elm species vary in their susceptibility to this vascular disease, which may partly reflect differences in their associated mycobiomes. To investigate the diversity and composition of fungal endophyte communities in relation to host genotype, health status, and environment, we analyzed twig-associated fungi in symptomatic and asymptomatic individuals of highly susceptible U. glabra, less susceptible U. laevis, and hybrid elms growing in Estonia and Russia. Fungal communities were analyzed using PacBio long-read amplicon sequencing of the ITS1-5.8S-ITS2 gene region. Tree species exhibited distinct fungal community profiles. Ophiostoma novo-ulmi was detected exclusively in symptomatic trees and was dominant in U. glabra; it was absent in symptomatic hybrid elms. In contrast, the canker-associated pathogen Sphaeropsis ulmicola occurred in both symptomatic and asymptomatic trees, was dominant in symptomatic U. laevis, and common in symptomatic and healthy U. glabra, though less prevalent in symptomatic hybrid elms. Remarkably, S. ulmicola was associated with the highest level of damage in U. laevis while being present also in hybrid elms. While O. novo-ulmi's presence did not affect overall fungal richness, S. ulmicola was linked to higher fungal diversity. Additionally, fungal species richness was significantly greater in urban compared to rural environments. This was the first comparable analysis of fungal diversity and composition on three different Ulmus species shoots.
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http://dx.doi.org/10.1007/s00248-025-02585-2 | DOI Listing |
Sci Rep
August 2025
Department of Environment, Wt.c., Islamic Azad University, Tehran, Iran.
Due to water resource limitations and the environmental challenges associated with wastewater generated during oil and gas well drilling processes, the treatment and reuse of drilling wastewater have become essential. In Iran, most drilling wastewater treatment is conducted chemically using coagulant and flocculant agents, typically managed by on-site jar testing, which requires high technical expertise and can be time-consuming and prone to human error. Replacing this conventional approach with artificial intelligence techniques can significantly accelerate the process and reduce operational inaccuracies.
View Article and Find Full Text PDFMicrob Ecol
July 2025
Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu, Estonia.
Dutch elm disease (DED), caused by the pathogenic ascomycete Ophiostoma novo-ulmi, has devastated natural elm (Ulmus spp.) populations in Europe and North America. Elm species vary in their susceptibility to this vascular disease, which may partly reflect differences in their associated mycobiomes.
View Article and Find Full Text PDFChaos
July 2025
School of Mathematical Sciences, Soochow University, Suzhou 215001, People's Republic of China.
Randomly generated neural networks, such as reservoir computing (RC) and extreme learning machines (ELMs), simplify training by fixing randomized weights, but suffer from computational redundancy and high hardware demands due to their reliance on excessive neurons. This paper proposes a hybrid regularization framework integrating L1 and L2 optimization strategies to achieve network size compression while balancing performance. Simulations on classical chaotic systems demonstrate that the optimized network retains only a subset of core neurons from the original network while achieving a comparable predictive performance.
View Article and Find Full Text PDFAdv Mater
November 2024
Technical University of Munich, TUM Campus Straubing for Biotechnology and Sustainability, Chair of Biogenic Functional Materials, Schulgasse, 22, 94315, Straubing, Germany.
Photon down-converting filters with fluorescent proteins (FPs) are a new frontier in the quest for rare-earth-free and non-toxic color filters for white light-emitting diodes. There are, however, concerns related to the FP purification costs and lack of FP recyclability/reuse. Here, the direct use of bacteria in photon down-converting filters can be of utmost relevance, eliminating purification and allowing in situ production of new FPs.
View Article and Find Full Text PDFACS Synth Biol
August 2024
Collaborative Innovation Center of Advanced Microstructures, National Laboratory of Solid State Microstructure, Department of Physics, Nanjing University, Nanjing 210093, China.