Research Keyword: predictive modeling

Novel psychedelic interventions for post-traumatic stress disorder and their promise for precision medicine

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This review examines how psychedelic drugs like ketamine, MDMA, and psilocybin could offer new hope for people with PTSD by working on the brain differently than current medications. These compounds work quickly and help the brain form new neural connections that can help people process traumatic memories more effectively. When combined with therapy, these drugs show promise in reducing PTSD symptoms faster and more effectively than traditional antidepressants. The review also explains how doctors could use personalized medicine approaches using brain scans and genetic testing to determine which treatment would work best for each individual patient.

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Modelling the Combined Effects of Oxalic Acid, Water Activity, and pH on the Growth and Mycotoxin Production of Aspergillus spp. in a Dried Fig System

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Dried figs can become contaminated with harmful fungi that produce dangerous toxins during the drying process. Researchers used mathematical modeling to understand how water content, acidity, and oxalic acid treatment affect fungal growth and toxin production in figs. They found that reducing water content is the most effective way to prevent dangerous toxin buildup. These models help the fig industry identify and avoid conditions that promote contamination, ultimately making dried figs safer for consumers.

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Modelling the Combined Effects of Oxalic Acid, Water Activity, and pH on the Growth and Mycotoxin Production of Aspergillus spp. in a Dried Fig System

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This research develops computer models to predict when dangerous molds grow on dried figs and produce toxins. Scientists tested how wet the figs are, their acidity, and a natural plant compound called oxalic acid affect the growth of two common toxic molds. The study found that drier figs are much safer from toxin production, and while oxalic acid alone isn’t a strong mold-fighter, it can help when combined with other conditions. These models can help the fig industry prevent contamination and keep dried figs safe for consumers.

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