Research on the application of functional near-infrared spectroscopy in differentiating subjective cognitive decline and mild cognitive impairment

被引:1
作者
Wang, Zheng [1 ]
Niu, Chaojie [2 ]
Duan, Yong [2 ]
Yang, Hao [3 ]
Mi, Jinpeng [4 ]
Liu, Chao [2 ]
Chen, Guodong [2 ]
Guo, Qihao [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Peoples Hosp 6, Dept Gerontol, Sch Med, Shanghai, Peoples R China
[2] Soochow Univ, Robot & Microsyst Ctr, Sch Mech & Elect Engn, Jiangsu Prov Key Lab Adv Robot, Suzhou 215123, Peoples R China
[3] Shanghai Univ Engn Sci, Sch Mech & Automot Engn, Shanghai, Peoples R China
[4] Univ Shanghai Sci & Technol, Inst Machine Intelligence IMI, Shanghai, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
functional near-infrared spectroscopy; MCI; SCD; Alzheimer's disease; early diagnosis; ALZHEIMERS-DISEASE; CHINESE VERSION; DEMENTIA; CRITERIA; STAGE; STATE; TASK; MCI;
D O I
10.3389/fnagi.2024.1469620
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Introduction Alzheimer's disease (AD) is a common neurological disorder. Based on clinical characteristics, it can be categorized into normal cognition (NC), subjective cognitive decline (SCD), mild cognitive impairment (MCI), and dementia (AD). Once the condition begins to progress, the process is usually irreversible. Therefore, early identification and intervention are crucial for patients. This study aims to explore the sensitivity of fNIRS in distinguishing between SCD and MCI.Methods An in-depth analysis of the Functional Connectivity (FC) and oxygenated hemoglobin (HbO) characteristics during resting state and different memory cognitive tasks is conducted on two patient groups to search for potential biomarkers. The 33 participants were divided into two groups: SCD and MCI.Results Functional connectivity strength during the resting state and hemodynamic changes during the execution of Verbal Fluency Tasks (VFT) and MemTrax tasks were measured using fNIRS. The results showed that compared to individuals with MCI, patients with SCD exhibited higher average FC levels between different channels in the frontal lobe during resting state, with two channels' FC demonstrating significant ability to distinguish between SCD and MCI. During the VFT task, the overall average HbO concentration in the frontal lobe of SCD patients was higher than that of MCI patients from 5 experimental paradigm. Receiver operating characteristic analysis indicated that the accuracy of the above features in distinguishing SCD from MCI was 78.8%, 72.7%, 75.8%, and 66.7%, respectively.Discussion fNIRS could potentially serve as a non-invasive biomarker for the early detection of dementia.
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页数:14
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共 59 条
[1]   Measuring Mental Workload with EEG plus fNIRS [J].
Aghajani, Haleh ;
Garbey, Marc ;
Omurtag, Ahmet .
FRONTIERS IN HUMAN NEUROSCIENCE, 2017, 11
[2]   Subjective cognitive complaints and amyloid burden in cognitively normal older individuals [J].
Amariglio, Rebecca E. ;
Becker, J. Alex ;
Carmasin, Jeremy ;
Wadsworth, Lauren P. ;
Lorius, Natacha ;
Sullivan, Caroline ;
Maye, Jacqueline E. ;
Gidicsin, Christopher ;
Pepin, Lesley C. ;
Sperling, Reisa A. ;
Johnson, Keith A. ;
Rentz, Dorene M. .
NEUROPSYCHOLOGIA, 2012, 50 (12) :2880-2886
[3]   Neuropsychological Criteria for Mild Cognitive Impairment Improves Diagnostic Precision, Biomarker Associations, and Progression Rates [J].
Bondi, Mark W. ;
Edmonds, Emily C. ;
Jak, Amy J. ;
Clark, Lindsay R. ;
Delano-Wood, Lisa ;
McDonald, Carrie R. ;
Nation, Daniel A. ;
Libon, David J. ;
Au, Rhoda ;
Galasko, Douglas ;
Salmon, David P. .
JOURNAL OF ALZHEIMERS DISEASE, 2014, 42 (01) :275-289
[4]   A promising tool to explore functional impairment in neurodegeneration: A systematic review of near-infrared spectroscopy in dementia. [J].
Butters, Emilia ;
Srinivasan, Sruthi ;
O'Brien, John T. ;
Su, Li ;
Bale, Gemma .
AGEING RESEARCH REVIEWS, 2023, 90
[5]   Performance of 7-to 95-year-old individuals in a Chinese version of the category fluency test [J].
Chan, AS ;
Poon, MW .
JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY, 1999, 5 (06) :525-533
[6]   The compensatory phenomenon of the functional connectome related to pathological biomarkers in individuals with subjective cognitive decline [J].
Chen, Haifeng ;
Sheng, Xiaoning ;
Luo, Caimei ;
Qin, Ruomeng ;
Ye, Qing ;
Zhao, Hui ;
Xu, Yun ;
Bai, Feng .
TRANSLATIONAL NEURODEGENERATION, 2020, 9 (01)
[7]   Cognitive and Functional Change Over Time in Cognitively Healthy Individuals According to Alzheimer Disease Biomarker-Defined Subgroups [J].
Dubbelman, Mark A. ;
Hendriksen, Heleen M. A. ;
Harrison, John E. ;
Vijverberg, Everard G. B. ;
Prins, Niels D. ;
Kroeze, Lior A. ;
Ottenhoff, Lois ;
Van Leeuwenstijn, Mardou M. S. S. A. ;
Verberk, Inge M. W. ;
Teunissen, Charlotte E. ;
van de Giessen, Elsmarieke M. ;
Van Harten, Argonde C. ;
van der Flier, Wiesje M. ;
Sikkes, Sietske A. M. .
NEUROLOGY, 2024, 102 (02)
[8]   Application of functional near-infrared spectroscopy in psychiatry [J].
Ehlis, Ann-Christine ;
Schneider, Sabrina ;
Dresler, Thomas ;
Fallgatter, Andreas J. .
NEUROIMAGE, 2014, 85 :478-488
[9]   Attentional network changes in subjective cognitive decline [J].
Esmaeili, Mahdieh ;
Nejati, Vahid ;
Shati, Mohsen ;
Vatan, Reza Fadaei ;
Chehrehnegar, Negin ;
Foroughan, Mahshid .
AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2022, 34 (04) :847-855
[10]   A brief review on the history of human functional near-infrared spectroscopy (fNIRS) development and fields of application [J].
Ferrari, Marco ;
Quaresima, Valentina .
NEUROIMAGE, 2012, 63 (02) :921-935