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Climate variability enhances microbial adaptation, increases resistance gene transfer, and expands amr hotspots in aquatic, terrestrial, and healthcare environments. Machine learning algorithms assess environmental factors, such as temperature fluctuations and pollution levels, to determine how climate variability influences bacterial adaptation and. In a complex heterogeneous environment or in face of ecological disturbance, the microbes adjust to fluctuating environmental conditions through a cascade of cellular and.
This review examines the sources, pathways, and mechanisms through which antibiotics enter freshwater systems and how climate change exacerbates these processes. The rate at which antibiotics accumulate in different environments (e.g Antibiotic resistance genes (args) naturally serve ecological and adaptive functions in microorganisms, yet human activities have disrupted this balance, accelerating their.
Bacteria evolving in natural and clinical settings experience spatial fluctuations of multiple factors and this heterogeneity is expected to affect bacterial adaptation.
In medicine, a primary concern stemming from bacterial adaptation is the rise of antibiotic resistance As bacteria develop mechanisms to bypass or neutralize existing drugs,.
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