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基于多通道近红外光谱获得的波形模式的精神障碍判别模型

[A discriminant model of mental disorders based on wave form patterns obtained by multi-channel near-infrared spectroscopy].

作者信息

Sugimura Yuji, Watanabe Katsumi, Ogawa Suguru, Kodama Tokushi, Takeshita Masatoshi, Noda Takamasa, Ishimaru Masahiko, Yoshida Sumiko

出版信息

Rinsho Byori. 2014 Feb;62(2):147-52.

Abstract

Multi-channel near-infrared spectroscopy (NIRS) was approved on 2009 as the first advanced medical care modality for use in the field of psychiatry in Japan. We performed NIRS for 185 outpatients in our hospital and 59 healthy subjects to measure hemoglobin concentration changes during verbal fluency tests trying to evaluate the relationships between the wave forms obtained by NIRS and mental disorders. We classified the prefrontal cortex oxy-hemoglobin wave forms obtained from the NIRS into 2 types and sub-classified into 5 wave patterns partly referenced previous papers a) Flat or increasing oxy-Hb form: (1) flat wave pattern, (2) early peak wave pattern, (3) late peak wave pattern during of the task and (4) reascending wave pattern after the task and b) decreasing oxy-Hb form: (5) Decrease wave pattern during the task. Focused on flat or increasing oxy-Hb form, the associations between these 4 wave patterns and psychiatric disorders were confirmed employing the Chi-square test. It was found that the flat wave pattern during the task and depression correlated with a sensitivity of 51.5% and specificity of 90.2%, the late peak wave pattern and bipolar disorder correlated with a sensitivity of 65.9% and specificity of 73.2%, and the re-ascending wave pattern after the task and schizophrenia correlated with a sensitivity of 58.9% and specificity of 94.6%. Our findings suggest that the discriminant model based on wave pattern has the potential to provide information supporting a diagnosis of mental disorder in the setting of clinical laboratory testing.

摘要

多通道近红外光谱技术(NIRS)于2009年被批准为日本精神科领域首个先进的医疗护理方式。我们对我院的185名门诊患者和59名健康受试者进行了NIRS检测,以测量言语流畅性测试期间血红蛋白浓度的变化,试图评估NIRS获得的波形与精神障碍之间的关系。我们将NIRS获得的前额叶皮质氧合血红蛋白波形分为2种类型,并部分参考以往文献进一步细分为5种波形模式:a)平坦或上升的氧合血红蛋白形式:(1)平坦波形模式,(2)早期峰值波形模式,(3)任务期间的晚期峰值波形模式,以及(4)任务后的再次上升波形模式;b)下降的氧合血红蛋白形式:(5)任务期间的下降波形模式。针对平坦或上升的氧合血红蛋白形式,采用卡方检验确认了这4种波形模式与精神疾病之间的关联。结果发现,任务期间的平坦波形模式与抑郁症相关,敏感性为51.5%,特异性为90.2%;晚期峰值波形模式与双相情感障碍相关,敏感性为65.9%,特异性为73.2%;任务后的再次上升波形模式与精神分裂症相关,敏感性为58.9%,特异性为94.6%。我们的研究结果表明,基于波形模式的判别模型有可能在临床实验室检测中提供支持精神障碍诊断的信息。

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