Neuroscience
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Detecting intentions and estimating movement trajectories in a human-machine interface (HMI) using electromyogram (EMG) signals is particularly challenging, especially for individuals with movement impairments. Therefore, incorporating additional information from other biological sources, potential discrete information in the movement, and the EMG signal can be practical. This study combined EMG and target information to enhance estimation performance during reaching movements. ⋯ Even under conditions of higher fatigue, the proposed structure provided better performance than the EMG decoder. Including additional information about the recognized reaching target in the trajectory model improved the estimation of the reaching profile. Consequently, this study's findings suggest that bimodal decoders are highly beneficial for enhancing assistive robotic devices and prostheses, especially for real-time upper limb rehabilitation.
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Cerebral ischemia and subsequent reperfusion damage are prevalent in clinical practice, linked to numerous neurodegenerative diseases. Cerebral ischemia deprives brain tissue of essential oxygen and nutrients, disrupting energy metabolism and causing cellular dysfunction. Although reperfusion theoretically aids recovery, it instead initiates complex injury responses such as oxidative stress, apoptosis, and inflammation, worsening brain damage. ⋯ This process facilitates metabolic reprogramming characterized by the promotion of oxidative phosphorylation (OXPHOS) and the pentose phosphate pathway (PPP), alongside a reduction in glycolysis. Such reprogramming reduces harmful metabolites, mitigating apoptosis and oxidative stress, and is a key factor in alleviating acute ischemic hypoxia-induced brain damage. These findings introduce a novel therapeutic approach for ischemic brain reperfusion injury, underscoring the crucial role of ATP production and metabolic regulation in neuroprotection.
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Traumatic brain injury is a prevalent condition that affects millions worldwide with no clear understanding or effective therapeutic management available. Military soldiers have a high risk of exposure to blast-induced traumatic brain injury (bTBI). Furthermore, alcohol drinking is common in this population, and studies have shown that post-TBI alcohol exposure can result in memory loss. ⋯ However, extended alcohol drinking for up to three weeks post mbTBI impaired long-term memory and was accompanied by intensified oxidative stress in brain regions associated with memory and anxiety. These findings, as well as those from previous in vitro TBI/alcohol studies, suggest a pathological synergy of physical force and post-impact alcohol exposure. This knowledge could potentially aid in establishing guidelines for TBI victims to avoid further injury to their brains as well as to help maximize their recovery following TBI.