Load-dependent brain activation assessed by time-domain functional near-infrared spectroscopy during a working memory task with graded levels of difficulty
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作者:
Molteni, Erika
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Politecn Milan, Dipartimento Bioingn, I-20133 Milan, ItalyPolitecn Milan, Dipartimento Bioingn, I-20133 Milan, Italy
Molteni, Erika
[1
]
Contini, Davide
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Politecn Milan, Dipartimento Fis, I-20133 Milan, ItalyPolitecn Milan, Dipartimento Bioingn, I-20133 Milan, Italy
Contini, Davide
[2
]
Caffini, Matteo
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Politecn Milan, Dipartimento Fis, I-20133 Milan, ItalyPolitecn Milan, Dipartimento Bioingn, I-20133 Milan, Italy
Caffini, Matteo
[2
]
Baselli, Giuseppe
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Politecn Milan, Dipartimento Bioingn, I-20133 Milan, ItalyPolitecn Milan, Dipartimento Bioingn, I-20133 Milan, Italy
We evaluated frontal brain activation during a mixed attentional/working memory task with graded levels of difficulty in a group of 19 healthy subjects, by means of time-domain functional near-infrared spectroscopy (fNIRS). Brain activation was assessed, and load-related oxy- and deoxy-hemoglobin changes were studied. Generalized linear model (GLM) was applied to the data to explore the metabolic processes occurring during the mental effort and, possibly, their involvement in short-term memorization. GLM was applied to the data twice: for modeling the task as a whole and for specifically investigating brain activation at each cognitive load. This twofold employment of GLM allowed (1) the extraction and isolation of different information from the same signals, obtained through the modeling of different cognitive categories (sustained attention and working memory), and (2) the evaluation of model fitness, by inspection and comparison of residuals (i.e., unmodeled part of the signal) obtained in the two different cases. Results attest to the presence of a persistent attentional-related metabolic activity, superimposed to a task-related mnemonic contribution. Some hemispherical differences have also been highlighted frontally: deoxy-hemoglobin changes manifested a strong right lateralization, whereas modifications in oxy- and total hemoglobin showed a medial localization. The present work successfully explored the capability of fNIRS to detect the two neurophysiological categories under investigation and distinguish their activation patterns. (C) 2012 Society of Photo-Optical Instrumentation Engineers (SPIE). [DOI: 10.1117/1.JBO.17.5.056005]
机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Konan Womens Univ, Fac Nursing & Rehabil, Higashinada Ku, Kobe, Hyogo 6580001, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Nakahachi, Takayuki
Ishii, Ryouhei
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Ishii, Ryouhei
Iwase, Masao
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Iwase, Masao
Canuet, Leonides
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Canuet, Leonides
Takahashi, Hidetoshi
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Takahashi, Hidetoshi
Kurimoto, Ryu
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Kurimoto, Ryu
Ikezawa, Koji
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Ikezawa, Koji
Azechi, Michiyo
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Azechi, Michiyo
Kajimoto, Osami
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Osaka City Univ, Grad Sch Med, Dept Med Sci Fatigue, Abeno Ku, Osaka 5458585, Japan
Soiken Inc, Osaka 5600082, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Kajimoto, Osami
Takeda, Masatoshi
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Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Konan Womens Univ, Fac Nursing & Rehabil, Higashinada Ku, Kobe, Hyogo 6580001, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Nakahachi, Takayuki
Ishii, Ryouhei
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机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Ishii, Ryouhei
Iwase, Masao
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h-index: 0
机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Iwase, Masao
Canuet, Leonides
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机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Canuet, Leonides
Takahashi, Hidetoshi
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机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Takahashi, Hidetoshi
Kurimoto, Ryu
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机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Kurimoto, Ryu
Ikezawa, Koji
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h-index: 0
机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Ikezawa, Koji
Azechi, Michiyo
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Azechi, Michiyo
Kajimoto, Osami
论文数: 0引用数: 0
h-index: 0
机构:
Osaka City Univ, Grad Sch Med, Dept Med Sci Fatigue, Abeno Ku, Osaka 5458585, Japan
Soiken Inc, Osaka 5600082, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan
Kajimoto, Osami
Takeda, Masatoshi
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, JapanOsaka Univ, Grad Sch Med, Dept Clin Neurosci & Psychiat, Osaka 5650871, Japan