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DOI 10.1038/s41598-020-70035-9

Медицинская библиотека · Scientific reports · 2020

Normalized power variance of eLORETA at high-convexity area predicts shunt response in idiopathic normal pressure hydrocephalus.

Aoki Yasunori, Kazui Hiroaki, Bruña Ricardo, Pascual-Marqui Roberto D, Yoshiyama Kenji, Wada Tamiki, Kanemoto Hideki, Suzuki Yukiko, Suehiro Takashi, Matsumoto Takuya, Kakeda Kyosuke, Hata Masahiro, Canuet Leonides, Ishii Ryouhei, Iwase Masao, Ikeda Manabu

СтатьяПоддержка исследования: вне правительства СШАПеревод в очереди

Аннотация

Idiopathic normal pressure hydrocephalus (iNPH) is a neuropsychiatric disease characterized by gait disturbance, cognitive deterioration and urinary incontinence associated with excessive accumulation of cerebrospinal fluid (CSF) in the brain ventricles. These symptoms, in particular gait disturbance, can be potentially improved by shunt operation in the early stage of the disease, and the intervention associates with a worse outcome when performed late during the course of the disease. Despite the variable outcome of shunt operation, noninvasive presurgical prediction methods of shunt response have not been established yet. In the present study, we used normalized power variance (NPV), a sensitive measure of the instability of cortical electrical activity, to analyze cortical electrical activity derived from EEG data using exact-low-resolution-electromagnetic-tomography (eLORETA) in 15 shunt responders and 19 non-responders. We found that shunt responders showed significantly higher NPV values at high-convexity areas in beta frequency band than non-responders. In addition, using this difference, we could discriminate shunt responders from non-responders with leave-one-subject-out cross-validation accuracy of 67.6% (23/34) [positive predictive value of 61.1% (11/18) and negative predictive value of 75.0% (12/16)]. Our findings indicate that eLORETA-NPV can be a useful tool for noninvasive prediction of clinical response to shunt operation in patients with iNPH.

Для цитирования: Aoki Yasunori, Kazui Hiroaki, Bruña Ricardo, Pascual-Marqui Roberto D, Yoshiyama Kenji, Wada Tamiki, Kanemoto Hideki, Suzuki Yukiko, Suehiro Takashi, Matsumoto Takuya, Kakeda Kyosuke, Hata Masahiro, Canuet Leonides, Ishii Ryouhei, Iwase Masao, Ikeda Manabu. Normalized power variance of eLORETA at high-convexity area predicts shunt response in idiopathic normal pressure hydrocephalus.. Scientific reports. 2020. DOI: 10.1038/s41598-020-70035-9.

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