Plant-associated microbiomes help sustain plant immunity and productivity, yet the degree to which agricultural antimicrobials reshape these microbial networks and alter disease outcomes remains poorly characterized. Here, we quantified how chemical inputs such as copper and streptomycin trigger distinct, compartment-specific dysbiosis in tomato (Solanum lycopersicum), fundamentally decoupling microbiome-mediated immunity from pathogen defense. We demonstrated that chemical disturbance correlates with increased susceptibility to bacterial spot caused by Xanthomonas perforans. Notably, streptomycin-induced dysbiosis increased epidemic intensity, characterized by physiological and growth trade-offs, including reduced fruit number, mass, and seed weight, alongside a decline in photosynthetic gas exchange; while copper-induced dysbiosis had intermediate effects. Chemical perturbation restructured microbiomes in a niche-dependent manner based on amplicon profiling: seeds and the phyllosphere showed the greatest instability, including higher dispersion, taxon turnover, and network reorganization under streptomycin, whereas rhizosphere communities remained more deterministic but were structurally reshaped by copper. Rhizosphere metagenomics further revealed enrichment of antibiotic-resistance functions under streptomycin treatment and of metal-tolerance and oxidative-stress functions under copper treatment, along with shifts in genes linked to cell-envelope remodeling and redox metabolism. These findings identify microbiome dysbiosis as a mechanistic bridge between chemical stress and plant disease, and support crop protection strategies that preserve microbiome integrity.
Human and Robot Assistance for Cognitive Load in Younger and Older Adults: Multimodal Within-Subject Experimental Study
Background: Maintaining cognitive efficiency and independence is a central goal of healthy aging. Socially assistive robots (SARs) are increasingly proposed as scalable digital health solutions