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DOI 10.1109/tnsre.2025.3576924

Медицинская библиотека · IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2025

Preserving Early Neurovascular Responses: The Effect of tACS on the Hemodynamics in Stressed Individuals.

Khan M N Afzal, Tariq Usman, Badr Yara, Prasad Sandra Mary, Al-Nashash Hasan

СтатьяПоддержка исследования: вне правительства СШАПеревод пока не подготовлен

Аннотация

This study examines the impact of transcranial alternating current stimulation (tACS) on the initial dip; an initial decrease in oxygenated hemoglobin (HbO) that arises during early neural activation, in individuals experiencing mental stress. Using functional near-infrared spectroscopy (fNIRS), we examined the effects of tACS on the initial dip and prefrontal activation in 40 participants subjected to mental stress induced by the Stroop Color-Word Task. The results indicate that tACS maintains the amplitude of the initial dip following stimulation, showing no significant change in amplitude ( ${p} \gt 0.05$ ). In contrast, the sham group demonstrated a significant increase in initial dip amplitude ( ${p} \lt 0.05$ ). This indicates that tACS improves neural efficiency by sustaining initial metabolic responses. Moreover, tACS-induced changes in functional connectivity demonstrated a reorganization of brain activity, characterized by a significant reduction in task-based connectivity ( ${p} \lt 0.001$ ), which may enhance cognitive performance. Behavioral and physiological measures indicated a 15% reduction in salivary alpha amylase levels and a 20% improvement in NASA Task Load Index scores, thereby supporting the stress-mitigating effects of tACS. Machine learning classifiers demonstrated significant accuracy in differentiating brain states, achieving classification accuracies as high as 92.6% for the initial dip phase utilizing convolutional neural network. The findings underscore the therapeutic potential of tACS in modulating early neural responses to stress, providing new insights into non-invasive modulation for cognitive performance and mental well-being.

Для цитирования: Khan M N Afzal, Tariq Usman, Badr Yara, Prasad Sandra Mary, Al-Nashash Hasan. Preserving Early Neurovascular Responses: The Effect of tACS on the Hemodynamics in Stressed Individuals.. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2025. DOI: 10.1109/tnsre.2025.3576924.

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