Mapping the small-world properties of brain networks in deception with functional near-infrared spectroscopy

被引:27
|
作者
Zhang, Jiang [1 ]
Lin, Xiaohong [2 ]
Fu, Genyu [3 ,4 ]
Sai, Liyang [4 ,5 ]
Chen, Huafu [6 ]
Yang, Jianbo [7 ]
Wang, Mingwen [8 ]
Liu, Qi [1 ]
Yang, Gang [1 ]
Zhang, Junran [1 ]
Yuan, Zhen [2 ]
机构
[1] Sichuan Univ, Sch Elect Engn & Informat, Dept Med Informat Engn, Chengdu 610065, Peoples R China
[2] Univ Macau, Fac Hlth Sci, Bioimaging Core, Macau, Peoples R China
[3] Hangzhou Normal Univ, Dept Psychol, Hangzhou 311121, Zhejiang, Peoples R China
[4] Zhejiang Normal Univ, Dept Psychol, Jinhua 321004, Peoples R China
[5] E China Normal Univ, Sch Psychol & Cognit Sci, Shanghai 200062, Peoples R China
[6] Univ Elect Sci & Technol China, Sch Life Sci & Technol, Chengdu 610054, Peoples R China
[7] Chengdu Univ Technol, Coll Appl Nucl Technol & Automat Engn, Chengdu 610059, Peoples R China
[8] Southwest Jiaotong Univ, Sch Math, Chengdu 610031, Peoples R China
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
基金
中国国家自然科学基金;
关键词
PREFRONTAL CORTEX; SCALE-FREE; CONNECTIVITY; EFFICIENCY; FNIRS;
D O I
10.1038/srep25297
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Deception is not a rare occurrence among human behaviors; however, the present brain mapping techniques are insufficient to reveal the neural mechanism of deception under spontaneous or controlled conditions. Interestingly, functional near-infrared spectroscopy (fNIRS) has emerged as a highly promising neuroimaging technique that enables continuous and noninvasive monitoring of changes in blood oxygenation and blood volume in the human brain. In this study, fNIRS was used in combination with complex network theory to extract the attribute features of the functional brain networks underling deception in subjects exhibiting spontaneous or controlled behaviors. Our findings revealed that the small-world networks of the subjects engaged in spontaneous behaviors exhibited greater clustering coefficients, shorter average path lengths, greater average node degrees, and stronger randomness compared with those of subjects engaged in control behaviors. Consequently, we suggest that small-world network topology is capable of distinguishing well between spontaneous and controlled deceptions.
引用
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页数:11
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