Complexity of Frontal Cortex fNIRS Can Support Alzheimer Disease Diagnosis in Memory and Visuo-Spatial Tests

被引:35
作者
Perpetuini, David [1 ]
Chiarelli, Antonio M. [1 ]
Cardone, Daniela [1 ]
Filippini, Chiara [1 ]
Bucco, Roberta [2 ]
Zito, Michele [2 ]
Merla, Arcangelo [1 ]
机构
[1] Univ G dAnnunzio, Dept Neurosci & Imaging, Inst Adv Biomed Technol, Via Luigi Polacchi 13, I-66100 Chieti, Italy
[2] Univ G dAnnunzio, Dept Med & Sci Ageing, Via Vestini 31, I-66100 Chieti, Italy
来源
ENTROPY | 2019年 / 21卷 / 01期
基金
欧盟地平线“2020”;
关键词
Alzheimer disease; functional near infra-red spectroscopy; signal complexity; clock drawing test; digit span test; corsi block tapping test; NEAR-INFRARED SPECTROSCOPY; CLOCK-DRAWING TEST; MILD COGNITIVE IMPAIRMENT; MINI-MENTAL-STATE; TIME-SERIES; ENTROPY ANALYSIS; BRAIN ACTIVITY; DEMENTIA; TASK; NIRS;
D O I
10.3390/e21010026
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Decline in visuo-spatial skills and memory failures are considered symptoms of Alzheimer's Disease (AD) and they can be assessed at early stages employing clinical tests. However, performance in a single test is generally not indicative of AD. Functional neuroimaging, such as functional Near Infrared Spectroscopy (fNIRS), may be employed during these tests in an ecological setting to support diagnosis. Indeed, neuroimaging should not alter clinical practice allowing free doctor-patient interaction. However, block-designed paradigms, necessary for standard functional neuroimaging analysis, require tests adaptation. Novel signal analysis procedures (e.g., signal complexity evaluation) may be useful to establish brain signals differences without altering experimental conditions. In this study, we estimated fNIRS complexity (through Sample Entropy metric) in frontal cortex of early AD and controls during three tests that assess visuo-spatial and short-term-memory abilities (Clock Drawing Test, Digit Span Test, Corsi Block Tapping Test). A channel-based analysis of fNIRS complexity during the tests revealed AD-induced changes. Importantly, a multivariate analysis of fNIRS complexity provided good specificity and sensitivity to AD. This outcome was compared to cognitive tests performances that were predictive of AD in only one test. Our results demonstrated the capabilities of fNIRS and complexity metric to support early AD diagnosis.
引用
收藏
页数:13
相关论文
共 60 条
  • [1] Entropy analysis of the EEG background activity in Alzheimer's disease patients
    Abásolo, D
    Hornero, R
    Espino, P
    Alvarez, D
    Poza, J
    [J]. PHYSIOLOGICAL MEASUREMENT, 2006, 27 (03) : 241 - 253
  • [2] Use of sample entropy approach to study heart rate variability in obstructive sleep apnea syndrome
    Al-Angari, Haitham M.
    Sahakian, Alan V.
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (10) : 1900 - 1904
  • [3] [Anonymous], 1996, APPL LINEAR STAT MOD
  • [4] Executive function deficits in early Alzheimer's disease and their relations with episodic memory
    Baudic, S
    Dalla Barba, G
    Thibaudet, MC
    Smagghe, A
    Remy, P
    Traykov, L
    [J]. ARCHIVES OF CLINICAL NEUROPSYCHOLOGY, 2006, 21 (01) : 15 - 21
  • [5] Executive dysfunction in early Alzheimer's disease
    Binetti, G
    Magni, E
    Padovani, A
    Cappa, SF
    Bianchetti, A
    Trabucchi, M
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1996, 60 (01) : 91 - 93
  • [6] Beyond cortical localization in clinico-anatomical correlation
    Catani, Marco
    Dell'Acqua, Flavio
    Bizzi, Alberto
    Forkel, Stephanie J.
    Williams, Steve C.
    Simmons, Andrew
    Murphy, Declan G.
    Thiebaut de Schotten, Michel
    [J]. CORTEX, 2012, 48 (10) : 1262 - 1287
  • [7] Early diagnosis of Alzheimer's disease: contribution of structural neuroimaging
    Chetelat, G
    Baron, JC
    [J]. NEUROIMAGE, 2003, 18 (02) : 525 - 541
  • [8] Characterization of a fiber-less, multichannel optical probe for continuous wave functional near-infrared spectroscopy based on silicon photomultipliers detectors: in-vivo assessment of primary sensorimotor response
    Chiarelli, Antonio M.
    Libertino, Sebania
    Zappasodi, Filippo
    Mazzillo, Massimo
    Di Pompeo, Francesco
    Merla, Arcangelo
    Lombardo, Salvatore
    Fallica, Giorgio
    [J]. NEUROPHOTONICS, 2017, 4 (03)
  • [9] Chiarelli AM, 2017, NEUROPHOTONICS, V4, DOI [10.1117/1.NPh.4.4.041411, 10.1117/1.NPh.4.4.041411]]
  • [10] Combining energy and Laplacian regularization to accurately retrieve the depth of brain activity of diffuse optical tomographic data
    Chiarelli, Antonio M.
    Maclin, Edward L.
    Low, Kathy A.
    Mathewson, Kyle E.
    Fabiani, Monica
    Gratton, Gabriele
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (03)