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Neuropsychology Review
Published in: Neuropsychology Review 1/2021

01-03-2021 | Review

A Systematic Review of the Application of Functional Near-Infrared Spectroscopy to the Study of Cerebral Hemodynamics in Healthy Aging

Authors: Michael K. Yeung, Agnes S. Chan

Published in: Neuropsychology Review | Issue 1/2021

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Abstract

Positron emission tomography (PET) and functional magnetic resonance imaging (fMRI) studies have shown that healthy aging is associated with functional brain deterioration that preferentially affects the prefrontal cortex. This article reviews the application of an alternative method, functional near-infrared spectroscopy (fNIRS), to the study of age-related changes in cerebral hemodynamics and factors that influence cerebral hemodynamics in the elderly population. We conducted literature searches in PudMed and PsycINFO, and selected only English original research articles that used fNIRS to study healthy individuals with a mean age of ≥ 55 years. All articles were published in peer-reviewed journals between 1977 and May 2019. We synthesized 114 fNIRS studies examining hemodynamic changes that occurred in the resting state and during the tasks of sensation and perception, motor control, semantic processing, word retrieval, attentional shifting, inhibitory control, memory, and emotion and motivation in healthy older adults. This review, which was not registered in a registry, reveals an age-related reduction in resting-state cerebral oxygenation and connectivity in the prefrontal cortex. It also shows that aging is associated with a reduction in functional hemispheric asymmetry and increased compensatory activity in the frontal lobe across multiple task domains. In addition, this article describes the beneficial effects of healthy lifestyles and the detrimental effects of cardiovascular disease risk factors on brain functioning among nondemented older adults. Limitations of this review include exclusion of gray and non-English literature and lack of meta-analysis. Altogether, the fNIRS literature provides some support for various neurocognitive aging theories derived from task-based PET and fMRI studies. Because fNIRS is relatively motion-tolerant and environmentally unconstrained, it is a promising tool for fostering the development of aging biomarkers and antiaging interventions.
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Literature
Adorni, R., Brugnera, A., Gatti, A., Tasca, G. A., Sakatani, K., & Compare, A. (2018). Psychophysiological responses to stress related to anxiety in healthy aging: A near-infrared spectroscopy (NIRS) study. Journal of Psychophysiology.
Agbangla, N. F., Audiffren, M., Pylouster, J., & Albinet, C. T. (2019). Working memory, cognitive load and cardiorespiratory fitness: testing the CRUNCH model with near-infrared spectroscopy. Brain Sciences, 9(2), 38.PubMedCentralCrossRef
Albinet, C. T., Mandrick, K., Bernard, P. L., Perrey, S., & Blain, H. (2014). Improved cerebral oxygenation response and executive performance as a function of cardiorespiratory fitness in older women: A fNIRS study. Frontiers in Aging Neuroscience, 6, 272.PubMedPubMedCentralCrossRef
Amiri, M., Pouliot, P., Bonnéry, C., Leclerc, P., Desjardins, M., Lesage, F., & Joanette, Y. (2014). An exploration of the effect of hemodynamic changes due to normal aging on the fNIRS response to semantic processing of words. Frontiers in Neurology, 5, 249.PubMedPubMedCentralCrossRef
Andrés, P., & Van der Linden, M. (2000). Age-related differences in supervisory attentional system functions. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 55(6), 373–380.CrossRef
Aron, A. R., Robbins, T. W., & Poldrack, R. A. (2014). Inhibition and the right inferior frontal cortex: One decade on. Trends in Cognitive Sciences, 18(4), 177–185.PubMedCrossRef
Badre, D., & Nee, D. E. (2018). Frontal cortex and the hierarchical control of behavior. Trends in cognitive sciences, 22(2), 170–188.PubMedCrossRef
Badre, D., & Wagner, A. D. (2007). Left ventrolateral prefrontal cortex and the cognitive control of memory. Neuropsychologia, 45(13), 2883–2901.PubMedCrossRef
Baloh, R. W., Ying, S. H., & Jacobson, K. M. (2003). A longitudinal study of gait and balance dysfunction in normal older people. Archives of Neurology, 60(6), 835–839.PubMedCrossRef
Bendall, R. C., Eachus, P., & Thompson, C. (2016). A brief review of research using near-infrared spectroscopy to measure activation of the prefrontal cortex during emotional processing: The importance of experimental design. Frontiers in Human Neuroscience, 10, 529.PubMedPubMedCentralCrossRef
Bentourkia, M., Bol, A., Ivanoiu, A., Labar, D., Sibomana, M., Coppens, A., … De Volder, A. G. (2000). Comparison of regional cerebral blood flow and glucose metabolism in the normal brain: Effect of aging. Journal of the Neurological Sciences, 181(1-2), 19–28.PubMedCrossRef
Beurskens, R., Helmich, I., Rein, R., & Bock, O. (2014). Age-related changes in prefrontal activity during walking in dual-task situations: A fNIRS study. International Journal of Psychophysiology, 92(3), 122–128.PubMedCrossRef
Bierre, K. L., Lucas, S. J., Guiney, H., Cotter, J. D., & Machado, L. (2017). Cognitive difficulty intensifies age-related changes in anterior frontal hemodynamics: Novel evidence from near-infrared spectroscopy. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences, 72(2), 181–188.CrossRef
Brigadoi, S., Ceccherini, L., Cutini, S., Scarpa, F., Scatturin, P., Selb, J., … Cooper, R. J. (2014). Motion artifacts in functional near-infrared spectroscopy: a comparison of motion correction techniques applied to real cognitive data. Neuroimage, 85, 181–191.PubMedCrossRef
Bu, L., Huo, C., Xu, G., Liu, Y., Li, Z., Fan, Y., & Li, J. (2018a). Alteration in brain functional and effective connectivity in subjects with hypertension. Frontiers in physiology, 9, 669.PubMedPubMedCentralCrossRef
Bu, L., Wang, D., Huo, C., Xu, G., Li, Z., & Li, J. (2018b). Effects of poor sleep quality on brain functional connectivity revealed by wavelet-based coherence analysis using NIRS methods in elderly subjects. Neuroscience Letters, 668, 108–114.PubMedCrossRef
Buracchio, T. J., Mattek, N. C., Dodge, H. H., Hayes, T. L., Pavel, M., Howieson, D. B., & Kaye, J. A. (2011). Executive function predicts risk of falls in older adults without balance impairment. BMC Geriatrics, 11(1), 74.PubMedPubMedCentralCrossRef
Cabeza, R. (2002). Hemispheric asymmetry reduction in older adults: The HAROLD model. Psychology and Aging, 17(1), 85–100.PubMedCrossRef
Causse, M., Chua, Z. K., & Rémy, F. (2019). Influences of age, mental workload, and flight experience on cognitive performance and prefrontal activity in private pilots: A fNIRS study. Scientific Reports, 9(1), 7688.PubMedPubMedCentralCrossRef
Chapman, S. B., Aslan, S., Spence, J. S., Hart Jr., J. J., Bartz, E. K., Didehbani, N., … Lu, H. (2013). Neural mechanisms of brain plasticity with complex cognitive training in healthy seniors. Cerebral cortex, 25(2), 396–405.PubMedCrossRefPubMedCentral
Chen, M., Pillemer, S., England, S., Izzetoglu, M., Mahoney, J. R., & Holtzer, R. (2017). Neural correlates of obstacle negotiation in older adults: An fNIRS study. Gait & Posture, 58, 130–135.CrossRef
Claassen, J., Colier, W., & Jansen, R. (2006). Reproducibility of cerebral blood volume measurements by near infrared spectroscopy in 16 healthy elderly subjects. Physiological Measurement, 27(3), 255.PubMedCrossRef
Clark, D. J., Christou, E. A., Ring, S. A., Williamson, J. B., & Doty, L. (2014a). Enhanced somatosensory feedback reduces prefrontal cortical activity during walking in older adults. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences, 69(11), 1422–1428.CrossRef
Clark, D. J., Rose, D. K., Ring, S. A., & Porges, E. C. (2014b). Utilization of central nervous system resources for preparation and performance of complex walking tasks in older adults. Frontiers in Aging Neuroscience, 6, 217.PubMedPubMedCentralCrossRef
Corp, D. T., Youssef, G. J., Clark, R. A., Gomes-Osman, J., Yücel, M. A., Oldham, S. J., … Rogers, M. A. (2018). Reduced motor cortex inhibition and a ‘cognitive-first’prioritisation strategy for older adults during dual-tasking. Experimental Gerontology, 113, 95–105.PubMedPubMedCentralCrossRef
Cui, R., Zhang, M., Li, Z., Xin, Q., Lu, L., Zhou, W., … Gao, Y. (2014). Wavelet coherence analysis of spontaneous oscillations in cerebral tissue oxyhemoglobin concentrations and arterial blood pressure in elderly subjects. Microvascular Research, 93, 14–20.PubMedCrossRef
Cui, X., Bray, S., Bryant, D. M., Glover, G. H., & Reiss, A. L. (2011). A quantitative comparison of NIRS and fMRI across multiple cognitive tasks. Neuroimage, 54(4), 2808–2821.PubMedCrossRef
Cui, X., Bryant, D. M., & Reiss, A. L. (2012). NIRS-based hyperscanning reveals increased interpersonal coherence in superior frontal cortex during cooperation. Neuroimage, 59(3), 2430–2437.PubMedCrossRef
Damoiseaux, J. S., Beckmann, C., Arigita, E. S., Barkhof, F., Scheltens, P., Stam, C., … Rombouts, S. (2007). Reduced resting-state brain activity in the “default network” in normal aging. Cerebral Cortex, 18(8), 1856–1864.PubMedCrossRef
Davis, S. W., Dennis, N. A., Daselaar, S. M., Fleck, M. S., & Cabeza, R. (2007). Que PASA? the posterior–anterior shift in aging. Cerebral Cortex, 18(5), 1201–1209.PubMedCrossRef
Debette, S., Seshadri, S., Beiser, A., Au, R., Himali, J. J., Palumbo, C., … DeCarli, C. (2011). Midlife vascular risk factor exposure accelerates structural brain aging and cognitive decline. Neurology, 77(5), 461–468.PubMedPubMedCentralCrossRef
Delpy, D. T., Cope, M., van der Zee, P., Arridge, S., Wray, S., & Wyatt, J. (1988). Estimation of optical pathlength through tissue from direct time of flight measurement. Physics in Medicine & Biology, 33(12), 1433.CrossRef
Dumurgier, J., Artaud, F., Touraine, C., Rouaud, O., Tavernier, B., Dufouil, C., … Elbaz, A. (2016). Gait speed and decline in gait speed as predictors of incident dementia. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences, 72(5), 655–661.
Duncan, A., Meek, J. H., Clemence, M., Elwell, C. E., Fallon, P., Tyszczuk, L., … Delpy, D. T. (1996). Measurement of cranial optical path length as a function of age using phase resolved near infrared spectroscopy. Pediatric research, 39(5), 889–894.PubMedCrossRef
Dupuy, O., Gauthier, C. J., Fraser, S. A., Desjardins-Crèpeau, L., Desjardins, M., Mekary, S., … Bherer, L. (2015). Higher levels of cardiovascular fitness are associated with better executive function and prefrontal oxygenation in younger and older women. Frontiers in Human Neuroscience, 9, 66.PubMedPubMedCentralCrossRef
Ewers, M., Brendel, M., Rizk-Jackson, A., Rominger, A., Bartenstein, P., Schuff, N., … for the Alzheimer's Disease Neuroimaging Initiative (ADNI). (2014). Reduced FDG-PET brain metabolism and executive function predict clinical progression in elderly healthy subjects. NeuroImage: Clinical, 4, 45–52.
Fabiani, M., Gordon, B. A., Maclin, E. L., Pearson, M. A., Brumback-Peltz, C. R., Low, K. A., … Gratton, G. (2014). Neurovascular coupling in normal aging: A combined optical, ERP and fMRI study. Neuroimage, 85, 592–607.PubMedCrossRef
Farkas, E., & Luiten, P. G. (2001). Cerebral microvascular pathology in aging and Alzheimer's disease. Progress in Neurobiology, 64(6), 575–611.PubMedCrossRef
Ferrari, M., & Quaresima, V. (2012). A brief review on the history of human functional near-infrared spectroscopy (fNIRS) development and fields of application. Neuroimage, 63(2), 921–935.PubMedCrossRef
Ferreri, L., Bigand, E., Perrey, S., Muthalib, M., Bard, P., & Bugaiska, A. (2014). Less effort, better results: How does music act on prefrontal cortex in older adults during verbal encoding? an fNIRS study. Frontiers in Human Neuroscience, 8, 301.PubMedPubMedCentralCrossRef
Forstmeier, W., Wagenmakers, E. J., & Parker, T. H. (2017). Detecting and avoiding likely false-positive findings–a practical guide. Biological Reviews, 92(4), 1941–1968.PubMedCrossRef
Fraser, S. A., Dupuy, O., Pouliot, P., Lesage, F., & Bherer, L. (2016). Comparable cerebral oxygenation patterns in younger and older adults during dual-task walking with increasing load. Frontiers in Aging Neuroscience, 8, 240.PubMedPubMedCentralCrossRef
Freeman, E. E., Munoz, B., Rubin, G., & West, S. K. (2007). Visual field loss increases the risk of falls in older adults: The salisbury eye evaluation. Investigative Ophthalmology & Visual Science, 48(10), 4445–4450.CrossRef
Fujiwara, K., Kiyota, N., Kunita, K., Yasukawa, M., Maeda, K., & Deng, X. (2010). Eye movement performance and prefrontal hemodynamics during saccadic eye movements in the elderly. Journal of Physiological Anthropology, 29(2), 71–78.PubMedCrossRef
Gagnon, C., Desjardins-Crépeau, L., Tournier, I., Desjardins, M., Lesage, F., Greenwood, C. E., & Bherer, L. (2012). Near-infrared imaging of the effects of glucose ingestion and regulation on prefrontal activation during dual-task execution in healthy fasting older adults. Behavioural Brain Research, 232(1), 137–147.PubMedCrossRef
Gao, Y., Zhang, M., Han, Q., Li, W., Xin, Q., Wang, Y., & Li, Z. (2015). Cerebral autoregulation in response to posture change in elderly subjects-assessment by wavelet phase coherence analysis of cerebral tissue oxyhemoglobin concentrations and arterial blood pressure signals. Behavioural Brain Research, 278, 330–336.PubMedCrossRef
Gayda, M., Lapierre, G., Dupuy, O., Fraser, S., Bherer, L., Juneau, M., … Nigam, A. (2017). Cardiovascular and cerebral hemodynamics during exercise and recovery in obese individuals as a function of their fitness status. Physiological reports, 5(12), e13321.PubMedPubMedCentralCrossRef
George, C. J., Verghese, J., Izzetoglu, M., Wang, C., & Holtzer, R. (2019). The effect of polypharmacy on prefrontal cortex activation during single and dual task walking in community dwelling older adults. Pharmacological Research, 139, 113–119.PubMedCrossRef
Girouard, H., & Iadecola, C. (2006). Neurovascular coupling in the normal brain and in hypertension, stroke, and alzheimer disease. Journal of Applied Physiology, 100(1), 328–335.PubMedCrossRef
Gratton, G., Coles, M. G., & Donchin, E. (1992). Optimizing the use of information: Strategic control of activation of responses. Journal of Experimental Psychology: General, 121(4), 480.CrossRef
Hagen, K., Ehlis, A., Haeussinger, F. B., Heinzel, S., Dresler, T., Mueller, L. D., … Metzger, F. G. (2014). Activation during the trail making test measured with functional near-infrared spectroscopy in healthy elderly subjects. Neuroimage, 85, 583–591.PubMedCrossRef
Hallacoglu, B., Sassaroli, A., Fantini, S., Wysocki, M., Guerrero-Berroa, E., Beeri, M. S., … Troen, A. (2012). Absolute measurement of cerebral optical coefficients, hemoglobin concentration and oxygen saturation in old and young adults with near-infrared spectroscopy. Journal of Biomedical Optics, 17(8), 081406.PubMedPubMedCentralCrossRef
Halliday, D. W., Hundza, S. R., Garcia-Barrera, M. A., Klimstra, M., Commandeur, D., Lukyn, T. V., … MacDonald, S. W. (2018). Comparing executive function, evoked hemodynamic response, and gait as predictors of variations in mobility for older adults. Journal of Clinical and Experimental Neuropsychology, 40(2), 151–160.PubMedCrossRef
Halliday, D. W., Mulligan, B. P., Garrett, D. D., Schmidt, S., Hundza, S. R., Garcia-Barrera, M. A., … MacDonald, S. W. (2017). Mean and variability in functional brain activations differentially predict executive function in older adults: An investigation employing functional near-infrared spectroscopy. Neurophotonics, 5(1), 011013.PubMedPubMedCentralCrossRef
Harada, H., Nashihara, H., Morozumi, K., Ota, H., & Hatakeyama, E. (2007). A comparison of cerebral activity in the prefrontal region between young adults and the elderly while driving. Journal of Physiological Anthropology, 26(3), 409–414.PubMedCrossRef
Harada, T., Miyai, I., Suzuki, M., & Kubota, K. (2009). Gait capacity affects cortical activation patterns related to speed control in the elderly. Experimental Brain Research, 193(3), 445–454.PubMedCrossRef
Hawkins, K. A., Fox, E. J., Daly, J. J., Rose, D. K., Christou, E. A., McGuirk, T. E., … Clark, D. J. (2018). Prefrontal over-activation during walking in people with mobility deficits: Interpretation and functional implications. Human Movement Science, 59, 46–55.PubMedPubMedCentralCrossRef
Head, D., Buckner, R. L., Shimony, J. S., Williams, L. E., Akbudak, E., Conturo, T. E., … Snyder, A. Z. (2004). Differential vulnerability of anterior white matter in nondemented aging with minimal acceleration in dementia of the alzheimer type: Evidence from diffusion tensor imaging. Cerebral Cortex, 14(4), 410–423.PubMedCrossRef
Heilbronner, U., & Münte, T. F. (2013). Rapid event-related near-infrared spectroscopy detects age-related qualitative changes in the neural correlates of response inhibition. Neuroimage, 65, 408–415.PubMedCrossRef
Heinzel, S., Haeussinger, F. B., Hahn, T., Ehlis, A., Plichta, M. M., & Fallgatter, A. J. (2013). Variability of (functional) hemodynamics as measured with simultaneous fNIRS and fMRI during intertemporal choice. Neuroimage, 71, 125–134.PubMedCrossRef
Heinzel, S., Metzger, F. G., Ehlis, A., Korell, R., Alboji, A., Haeussinger, F. B., … Eschweiler, G. W. (2015). Age and vascular burden determinants of cortical hemodynamics underlying verbal fluency. PloS One, 10(9), e0138863.PubMedPubMedCentralCrossRef
Herman, T., Mirelman, A., Giladi, N., Schweiger, A., & Hausdorff, J. M. (2010). Executive control deficits as a prodrome to falls in healthy older adults: A prospective study linking thinking, walking, and falling. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences, 65(10), 1086–1092.CrossRef
Herrmann, M., Walter, A., Ehlis, A., & Fallgatter, A. (2006). Cerebral oxygenation changes in the prefrontal cortex: Effects of age and gender. Neurobiology of Aging, 27(6), 888–894.PubMedCrossRef
Hillman, C. H., Erickson, K. I., & Kramer, A. F. (2008). Be smart, exercise your heart: exercise effects on brain and cognition. Nature reviews neuroscience, 9(1), 58.PubMedCrossRef
Holtzer, R., George, C. J., Izzetoglu, M., & Wang, C. (2018a). The effect of diabetes on prefrontal cortex activation patterns during active walking in older adults. Brain and Cognition, 125, 14–22.PubMedPubMedCentralCrossRef
Holtzer, R., Izzetoglu, M., Chen, M., & Wang, C. (2018b). Distinct fNIRS-derived HbO2 trajectories during the course and over repeated walking trials under single-and dual-task conditions: Implications for within session learning and prefrontal cortex efficiency in older adults. The Journals of Gerontology: Series A, 74(7), 1076–1083.CrossRef
Holtzer, R., Kraut, R., Izzetoglu, M., & Ye, K. (2019). The effect of fear of falling on prefrontal cortex activation and efficiency during walking in older adults. Geroscience, 41(1), 89–100.PubMedPubMedCentralCrossRef
Holtzer, R., Mahoney, J. R., Izzetoglu, M., Izzetoglu, K., Onaral, B., & Verghese, J. (2011). fNIRS study of walking and walking while talking in young and old individuals. Journals of Gerontology Series A: Biomedical Sciences and Medical Sciences, 66(8), 879–887.CrossRef
Holtzer, R., Mahoney, J. R., Izzetoglu, M., Wang, C., England, S., & Verghese, J. (2015). Online fronto-cortical control of simple and attention-demanding locomotion in humans. Neuroimage, 112, 152–159.PubMedCrossRef
Holtzer, R., Schoen, C., Demetriou, E., Mahoney, J. R., Izzetoglu, M., Wang, C., & Verghese, J. (2017a). Stress and gender effects on prefrontal cortex oxygenation levels assessed during single and dual-task walking conditions. European Journal of Neuroscience, 45(5), 660–670.CrossRefPubMed
Holtzer, R., Yuan, J., Verghese, J., Mahoney, J. R., Izzetoglu, M., & Wang, C. (2017b). Interactions of subjective and objective measures of fatigue defined in the context of brain control of locomotion. The Journals of Gerontology: Series A, 72(3), 417–423.
Huo, C., Zhang, M., Bu, L., Xu, G., Liu, Y., Li, Z., & Sun, L. (2018). Effective connectivity in response to posture changes in elderly subjects as assessed using functional near-infrared spectroscopy. Frontiers in Human Neuroscience, 12, 98.PubMedPubMedCentralCrossRef
Huppert, T. J. (2016). Commentary on the statistical properties of noise and its implication on general linear models in functional near-infrared spectroscopy. Neurophotonics, 3(1), 010401.PubMedPubMedCentralCrossRef
Huppert, T. J., Karim, H., Lin, C., Alqahtani, B. A., Greenspan, S. L., & Sparto, P. J. (2017). Functional imaging of cognition in an old-old population: A case for portable functional near-infrared spectroscopy. PloS One, 12(10), e0184918.PubMedPubMedCentralCrossRef
Hurd, M. D., Martorell, P., Delavande, A., Mullen, K. J., & Langa, K. M. (2013). Monetary costs of dementia in the united states. New England Journal of Medicine, 368(14), 1326–1334.CrossRefPubMed
Hyodo, K., Dan, I., Kyutoku, Y., Suwabe, K., Byun, K., Ochi, G., … Soya, H. (2016). The association between aerobic fitness and cognitive function in older men mediated by frontal lateralization. Neuroimage, 125, 291–300.PubMedCrossRef
Hyodo, K., Dan, I., Suwabe, K., Kyutoku, Y., Yamada, Y., Akahori, M., … Soya, H. (2012). Acute moderate exercise enhances compensatory brain activation in older adults. Neurobiology of Aging, 33(11), 2621–2632.PubMedCrossRef
Ishikawa, W., Sato, M., Fukuda, Y., Matsumoto, T., Matsumoto, N., & Sakatani, K. (2014). Correlation between asymmetry of spontaneous oscillation of hemodynamic changes in the prefrontal cortex and anxiety levels: a near-infrared spectroscopy study. Journal of biomedical optics, 19(2), 027005.PubMedCrossRef
Jackson, P., Forster, J., Bell, J., Dick, J., Younger, I., & Kennedy, D. (2016). DHA supplementation alone or in combination with other nutrients does not modulate cerebral hemodynamics or cognitive function in healthy older adults. Nutrients, 8(2), 86.PubMedPubMedCentralCrossRef
Jang, K. E., Tak, S., Jung, J., Jang, J., Jeong, Y., & Ye, Y. C. (2009). Wavelet minimum description length detrending for near-infrared spectroscopy. Journal of biomedical optics, 14(3), 034004.PubMedCrossRef
Kahlaoui, K., Di Sante, G., Barbeau, J., Maheux, M., Lesage, F., Ska, B., & Joanette, Y. (2012). Contribution of NIRS to the study of prefrontal cortex for verbal fluency in aging. Brain and Language, 121(2), 164–173.PubMedCrossRef
Kakimoto, Y., Nishimura, Y., Hara, N., Okada, M., Tanii, H., & Okazaki, Y. (2009). Intrasubject reproducibility of prefrontal cortex activities during a verbal fluency task over two repeated sessions using multi-channel near-infrared spectroscopy. Psychiatry and Clinical Neurosciences, 63(4), 491–499.PubMedCrossRef
Kalpouzos, G., Chételat, G., Baron, J., Landeau, B., Mevel, K., Godeau, C., … Eustache, F. (2009). Voxel-based mapping of brain gray matter volume and glucose metabolism profiles in normal aging. Neurobiology of Aging, 30(1), 112–124.PubMedCrossRef
Kamiya, K., Narita, N., & Iwaki, S. (2016). Improved prefrontal activity and chewing performance as function of wearing denture in partially edentulous elderly individuals: Functional near-infrared spectroscopy study. PloS One, 11(6), e0158070.PubMedPubMedCentralCrossRef
Karim, H., Fuhrman, S. I., Furman, J. M., & Huppert, T. J. (2013). Neuroimaging to detect cortical projection of vestibular response to caloric stimulation in young and older adults using functional near-infrared spectroscopy (fNIRS). Neuroimage, 76, 1–10.PubMedCrossRef
Kato, K., Miyata, S., Ando, M., Matsuoka, H., Yasuma, F., Iwamoto, K., … Noda, A. (2017). Influence of sleep duration on cortical oxygenation in elderly individuals. Psychiatry and Clinical Neurosciences, 71(1), 44–51.PubMedCrossRef
Katzorke, A., Zeller, J., Müller, L., Lauer, M., Polak, T., Reif, A., … Herrmann, M. J. (2017). Reduced activity in the right inferior frontal gyrus in elderly APOE-E4 carriers during a verbal fluency task. Frontiers in Human Neuroscience, 11, 46.PubMedPubMedCentralCrossRef
Kawai, N., Kubo-Kawai, N., Kubo, K., Terazawa, T., & Masataka, N. (2012). Distinct aging effects for two types of inhibition in older adults: A near-infrared spectroscopy study on the simon task and the flanker task. Neuroreport, 23(14), 819–824.PubMedCrossRef
Kelly, A. C., & Garavan, H. (2005). Human functional neuroimaging of brain changes associated with practice. Cerebral cortex, 15(8), 1089–1102.PubMedCrossRef
Kida, T., Nishitani, S., Tanaka, M., Takamura, T., Sugawara, M., & Shinohara, K. (2014). I love my grandkid! an NIRS study of grandmaternal love in japan. Brain Research, 1542, 131–137.PubMedCrossRef
Kim, C., Cilles, S. E., Johnson, N. F., & Gold, B. T. (2012). Domain general and domain preferential brain regions associated with different types of task switching: A meta-analysis. Human Brain Mapping, 33(1), 130–142.PubMedCrossRef
Kivipelto, M., Helkala, E. L., Hänninen, T., Laakso, M. P., Hallikainen, M., Alhainen, K., … Nissinen, A. (2001). Midlife vascular risk factors and late-life mild cognitive impairment: a population-based study. Neurology, 56(12), 1683–1689.PubMedCrossRef
Knols, R. H., Swanenburg, J., De Bon, D., Gennaro, F., Wolf, M., Krüger, B., … de Bruin, E. D. (2017). Investigating the usability and acute effects of a bedside video console to prefrontal cortical activity alterations: A preclinical study in healthy elderly. Frontiers in Systems Neuroscience, 11, 85.PubMedPubMedCentralCrossRef
Koch, W., Teipel, S., Mueller, S., Buerger, K., Bokde, A. L., Hampel, H., … Meindl, T. (2010). Effects of aging on default mode network activity in resting state fMRI: Does the method of analysis matter? Neuroimage, 51(1), 280–287.PubMedCrossRef
Laguë-Beauvais, M., Brunet, J., Gagnon, L., Lesage, F., & Bherer, L. (2013). A fNIRS investigation of switching and inhibition during the modified Stroop task in younger and older adults. Neuroimage, 64, 485–495.PubMedCrossRef
Laguë-Beauvais, M., Fraser, S. A., Desjardins-Crépeau, L., Castonguay, N., Desjardins, M., Lesage, F., & Bherer, L. (2015). Shedding light on the effect of priority instructions during dual-task performance in younger and older adults: A fNIRS study. Brain and Cognition, 98, 1–14.PubMedCrossRef
Landis, J. R., & Koch, G. G. (1977). The measurement of observer agreement for categorical data. biometrics, 159-174.
Li, H., Hou, X., Liu, H., Yue, C., Lu, G., & Zuo, X. (2015). Putting age-related task activation into large-scale brain networks: A meta-analysis of 114 fMRI studies on healthy aging. Neuroscience & Biobehavioral Reviews, 57, 156–174.CrossRef
Li, L., Babawale, O., Yennu, A., Trowbridge, C., Hulla, R., Gatchel, R. J., & Liu, H. (2018). Whole-cortical graphical networks at wakeful rest in young and older adults revealed by functional near-infrared spectroscopy. Neurophotonics, 5(3), 035004.PubMedPubMedCentralCrossRef
Li, L., Cazzell, M., Zeng, L., & Liu, H. (2017). Are there gender differences in young vs. aging brains under risk decision-making? an optical brain imaging study. Brain Imaging and Behavior, 11(4), 1085–1098.PubMedCrossRef
Li, Z., Zhang, M., Cui, R., Xin, Q., Liqian, L., Zhou, W., … Gao, Y. (2014). Wavelet coherence analysis of prefrontal oxygenation signals in elderly subjects with hypertension. Physiological Measurement, 35(5), 777.PubMedCrossRef
Li, Z., Zhang, M., Xin, Q., Chen, G., Liu, F., & Li, J. (2012). Spectral analysis of near-infrared spectroscopy signals measured from prefrontal lobe in subjects at risk for stroke. Medical Physics, 39(4), 2179–2185.PubMedCrossRef
Li, Z., Zhang, M., Xin, Q., Luo, S., Cui, R., Zhou, W., & Lu, L. (2013a). Age-related changes in spontaneous oscillations assessed by wavelet transform of cerebral oxygenation and arterial blood pressure signals. Journal of Cerebral Blood Flow & Metabolism, 33(5), 692–699.CrossRef
Li, Z., Zhang, M., Xin, Q., Luo, S., Zhou, W., Cui, R., & Lu, L. (2013b). Assessment of cerebral oxygenation oscillations in subjects with hypertension. Microvascular Research, 88, 32–41.PubMedCrossRef
Lin, C., Barker, J. W., Sparto, P. J., Furman, J. M., & Huppert, T. J. (2017). Functional near-infrared spectroscopy (fNIRS) brain imaging of multi-sensory integration during computerized dynamic posturography in middle-aged and older adults. Experimental Brain Research, 235(4), 1247–1256.PubMedPubMedCentralCrossRef
Lin, P., Chen, J. J., & Lin, S. (2013). The cortical control of cycling exercise in stroke patients: An fNIRS study. Human Brain Mapping, 34(10), 2381–2390.PubMedCrossRef
Locker, D. (2002). Changes in chewing ability with ageing: A 7-year study of older adults. Journal of Oral Rehabilitation, 29(11), 1021–1029.PubMedCrossRef
Lucas, M., Wagshul, M. E., Izzetoglu, M., & Holtzer, R. (2019). Moderating effect of white matter integrity on brain activation during dual-task walking in older adults. The Journals of Gerontology: Series A, 74(4), 435–441.CrossRef
Lucas, S. J., Ainslie, P. N., Murrell, C. J., Thomas, K. N., Franz, E. A., & Cotter, J. D. (2012). Effect of age on exercise-induced alterations in cognitive executive function: Relationship to cerebral perfusion. Experimental Gerontology, 47(8), 541–551.PubMedCrossRef
MacPherson, S. E., Phillips, L. H., & Della Sala, S. (2002). Age, executive function and social decision making: A dorsolateral prefrontal theory of cognitive aging. Psychology and Aging, 17(4), 598.PubMedCrossRef
Makizako, H., Doi, T., Shimada, H., Park, H., Uemura, K., Yoshida, D., … Suzuki, T. (2013). Relationship between going outdoors daily and activation of the prefrontal cortex during verbal fluency tasks (VFTs) among older adults: A near-infrared spectroscopy study. Archives of Gerontology and Geriatrics, 56(1), 118–123.PubMedCrossRef
Martin, C., Pontbriand-Drolet, S., Daoust, V., Yamga, E., Amiri, M., Hübner, L. C., & Ska, B. (2018). Narrative discourse in young and older adults: Behavioral and NIRS analyses. Frontiers in Aging Neuroscience, 10, 69.PubMedPubMedCentralCrossRef
Marusic, U., Taube, W., Morrison, S. A., Biasutti, L., Grassi, B., De Pauw, K., … Ruffieux, J. (2019). Aging effects on prefrontal cortex oxygenation in a posture-cognition dual-task: An fNIRS pilot study. European Review of Aging and Physical Activity, 16(1), 2.PubMedPubMedCentralCrossRef
Massy-Westropp, N. M., Gill, T. K., Taylor, A. W., Bohannon, R. W., & Hill, C. L. (2011). Hand grip strength: Age and gender stratified normative data in a population-based study. BMC Research Notes, 4(1), 127.PubMedPubMedCentralCrossRef
Mather, M., & Carstensen, L. L. (2005). Aging and motivated cognition: The positivity effect in attention and memory. Trends in Cognitive Sciences, 9(10), 496–502.PubMedCrossRef
Mehagnoul-Schipper, D. J., van der Kallen, Bas FW, Colier, W. N., van der Sluijs, Marco C, van Erning, Leon J, Th O, Thijssen, H. O., . . . Jansen, R. W. (2002). Simultaneous measurements of cerebral oxygenation changes during brain activation by near-infrared spectroscopy and functional magnetic resonance imaging in healthy young and elderly subjects. Human Brain Mapping, 16(1), 14-23.PubMedPubMedCentralCrossRef
Mehagnoul-Schipper, D., Colier, W., & Jansen, R. (2001). Reproducibility of orthostatic changes in cerebral oxygenation in healthy subjects aged 70 years or older. Clinical Physiology, 21(1), 77–84.PubMedCrossRef
Mehta, R. K., & Rhee, J. (2017). Age-specific neural strategies to maintain motor performance after an acute social stress bout. Experimental brain research, 235(7), 2049–2057.PubMedCrossRef
Mendelsohn, A. R., & Larrick, J. W. (2013). Sleep facilitates clearance of metabolites from the brain: glymphatic function in aging and neurodegenerative diseases. Rejuvenation research, 16(6), 518–523.PubMedCrossRef
Mirelman, A., Herman, T., Brozgol, M., Dorfman, M., Sprecher, E., Schweiger, A., … Hausdorff, J. M. (2012). Executive function and falls in older adults: New findings from a five-year prospective study link fall risk to cognition. PloS One, 7(6), e40297.PubMedPubMedCentralCrossRef
Mirelman, A., Maidan, I., Bernad-Elazari, H., Shustack, S., Giladi, N., & Hausdorff, J. M. (2017). Effects of aging on prefrontal brain activation during challenging walking conditions. Brain and Cognition, 115, 41–46.PubMedCrossRef
Miyamoto, I., Yoshida, K., Tsuboi, Y., & Iizuka, T. (2005). Rehabilitation with dental prosthesis can increase cerebral regional blood volume. Clinical Oral Implants Research, 16(6), 723–727.PubMedCrossRef
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Annals of internal medicine, 151(4), 264–269.PubMedCrossRef
Molavi, B., & Dumont, G. A. (2012). Wavelet-based motion artifact removal for functional near-infrared spectroscopy. Physiological measurement, 33(2), 259.PubMedCrossRef
Mowinckel, A. M., Espeseth, T., & Westlye, L. T. (2012). Network-specific effects of age and in-scanner subject motion: A resting-state fMRI study of 238 healthy adults. Neuroimage, 63(3), 1364–1373.PubMedCrossRef
Mukli, P., Nagy, Z., Racz, F. S., Herman, P., & Eke, A. (2018). Impact of healthy aging on multifractal hemodynamic fluctuations in the human prefrontal cortex. Frontiers in Physiology, 9
Müller, L. D., Guhn, A., Zeller, J. B., Biehl, S. C., Dresler, T., Hahn, T., … Herrmann, M. J. (2014). Neural correlates of a standardized version of the trail making test in young and elderly adults: A functional near-infrared spectroscopy study. Neuropsychologia, 56, 271–279.PubMedCrossRef
Nakata, R., Kubo-Kawai, N., Okanoya, K., & Kawai, N. (2018). Repeated stops for a red light induced a left-superior asymmetrical brain activity in the near-infrared spectroscopy reflecting approach motivation of anger in elderly adults but not in younger adults. Japanese Psychological Research, 60(4), 327–336.CrossRef
Narita, N., Kamiya, K., Yamamura, K., Kawasaki, S., Matsumoto, T., & Tanaka, N. (2009). Chewing-related prefrontal cortex activation while wearing partial denture prosthesis: Pilot study. Journal of Prosthodontic Research, 53(3), 126–135.PubMedCrossRef
Obayashi, S., & Hara, Y. (2013). Hypofrontal activity during word retrieval in older adults: A near-infrared spectroscopy study. Neuropsychologia, 51(3), 418–424.PubMedCrossRef
Oboshi, Y., Kikuchi, M., Shimizu, Y., Yoshimura, Y., Hiraishi, H., Okada, H., … Ouchi, Y. (2014). Pre-task prefrontal activation during cognitive processes in aging: A near-infrared spectroscopy study. PloS One, 9(6), e98779.PubMedPubMedCentralCrossRef
Ohsugi, H., Ohgi, S., Shigemori, K., & Schneider, E. B. (2013). Differences in dual-task performance and prefrontal cortex activation between younger and older adults. BMC Neuroscience, 14(1), 10.PubMedPubMedCentralCrossRef
Osofundiya, O., Benden, M. E., Dowdy, D., & Mehta, R. K. (2016). Obesity-specific neural cost of maintaining gait performance under complex conditions in community-dwelling older adults. Clinical Biomechanics, 35, 42–48.PubMedCrossRef
Pfurtscheller, G., Bauernfeind, G., Wriessnegger, S. C., & Neuper, C. (2010). Focal frontal (de) oxyhemoglobin responses during simple arithmetic. International Journal of Psychophysiology, 76(3), 186–192.PubMedCrossRef
Pinti, P., Tachtsidis, I., Hamilton, A., Hirsch, J., Aichelburg, C., Gilbert, S., & Burgess, P. W. (2018). The present and future use of functional near-infrared spectroscopy (fNIRS) for cognitive neuroscience. Annals of the New York Academy of Sciences.
Plichta, M. M., Herrmann, M. J., Baehne, C., Ehlis, A., Richter, M., Pauli, P., & Fallgatter, A. J. (2006). Event-related functional near-infrared spectroscopy (fNIRS): Are the measurements reliable? Neuroimage, 31(1), 116–124.PubMedCrossRef
Pu, S., Nakagome, K., Yamada, T., Yokoyama, K., Matsumura, H., Mitani, H., … Kaneko, K. (2014). Association between social functioning and prefrontal hemodynamic responses in elderly adults. Behavioural Brain Research, 272, 32–39.PubMedCrossRef
Rapp, M. A., & Reischies, F. M. (2005). Attention and executive control predict alzheimer disease in late life: Results from the berlin aging study (BASE). The American Journal of Geriatric Psychiatry, 13(2), 134–141.PubMedCrossRef
Reuben, D. B., Mui, S., Damesyn, M., Moore, A. A., & Greendale, G. A. (1999). The prognostic value of sensory impairment in older persons. Journal of the American Geriatrics Society, 47(8), 930–935.PubMedCrossRef
Reuter-Lorenz, P. A., & Cappell, K. A. (2008). Neurocognitive aging and the compensation hypothesis. Current Directions in Psychological Science, 17(3), 177–182.CrossRef
Rhee, J., & Mehta, R. K. (2018). Functional connectivity during handgrip motor fatigue in older adults is obesity and sex-specific. Frontiers in human neuroscience, 12, 455.PubMedPubMedCentralCrossRef
Rosso, A. L., Cenciarini, M., Sparto, P. J., Loughlin, P. J., Furman, J. M., & Huppert, T. J. (2017). Neuroimaging of an attention demanding dual-task during dynamic postural control. Gait & Posture, 57, 193–198.CrossRef
Salat, D., Tuch, D., Hevelone, N., Fischl, B., Corkin, S., Rosas, H., & Dale, A. (2005). Age-related changes in prefrontal white matter measured by diffusion tensor imaging. Annals of the New York Academy of Sciences, 1064(1), 37–49.PubMedCrossRef
Sato, H., Yahata, N., Funane, T., Takizawa, R., Katura, T., Atsumori, H., … Koizumi, H. (2013). A NIRS–fMRI investigation of prefrontal cortex activity during a working memory task. Neuroimage, 83, 158–173.PubMedCrossRef
Schecklmann, M., Ehlis, A., Plichta, M. M., & Fallgatter, A. J. (2008). Functional near-infrared spectroscopy: A long-term reliable tool for measuring brain activity during verbal fluency. Neuroimage, 43(1), 147–155.PubMedCrossRef
Scherer, L. C., Fonseca, R. P., Amiri, M., Adrover-Roig, D., Marcotte, K., Giroux, F., … Ansaldo, A. I. (2012). Syntactic processing in bilinguals: An fNIRS study. Brain and Language, 121(2), 144–151.PubMedCrossRef
Schneider-Garces, N. J., Gordon, B. A., Brumback-Peltz, C. R., Shin, E., Lee, Y., Sutton, B. P., … Fabiani, M. (2010). Span, CRUNCH, and beyond: Working memory capacity and the aging brain. Journal of Cognitive Neuroscience, 22(4), 655–669.PubMedPubMedCentralCrossRef
Scholkmann, F., Kleiser, S., Metz, A. J., Zimmermann, R., Pavia, J. M., Wolf, U., & Wolf, M. (2014). A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology. Neuroimage, 85, 6–27.PubMedCrossRef
Scholkmann, F., Spichtig, S., Muehlemann, T., & Wolf, M. (2010). How to detect and reduce movement artifacts in near-infrared imaging using moving standard deviation and spline interpolation. Physiological measurement, 31(5), 649.PubMedCrossRef
Schroeter, M. L., Schmiedel, O., & von Cramon, D. Y. (2004). Spontaneous low-frequency oscillations decline in the aging brain. Journal of Cerebral Blood Flow & Metabolism, 24(10), 1183–1191.CrossRef
Schroeter, M. L., Zysset, S., Kruggel, F., & von Cramon, D. Y. (2003). Age dependency of the hemodynamic response as measured by functional near-infrared spectroscopy. Neuroimage, 19(3), 555–564.PubMedCrossRef
Seeman, T. E., Lusignolo, T. M., Albert, M., & Berkman, L. (2001). Social relationships, social support, and patterns of cognitive aging in healthy, high-functioning older adults: MacArthur studies of successful aging. Health Psychology, 20(4), 243.PubMedCrossRef
Seidler, R. D., Bernard, J. A., Burutolu, T. B., Fling, B. W., Gordon, M. T., Gwin, J. T., … Lipps, D. B. (2010). Motor control and aging: Links to age-related brain structural, functional, and biochemical effects. Neuroscience & Biobehavioral Reviews, 34(5), 721–733.CrossRef
Shortz, A. E., Pickens, A., Zheng, Q., & Mehta, R. K. (2015). The effect of cognitive fatigue on prefrontal cortex correlates of neuromuscular fatigue in older women. Journal of Neuroengineering and Rehabilitation, 12(1), 115.PubMedPubMedCentralCrossRef
Spreng, R. N., Wojtowicz, M., & Grady, C. L. (2010). Reliable differences in brain activity between young and old adults: A quantitative meta-analysis across multiple cognitive domains. Neuroscience & Biobehavioral Reviews, 34(8), 1178–1194.CrossRef
Stephens, J. A., & Berryhill, M. E. (2016). Older adults improve on everyday tasks after working memory training and neurostimulation. Brain Stimulation, 9(4), 553–559.PubMedPubMedCentralCrossRef
Stevens, J. A., Corso, P. S., Finkelstein, E. A., & Miller, T. R. (2006). The costs of fatal and non-fatal falls among older adults. Injury Prevention, 12(5), 290–295.PubMedPubMedCentralCrossRef
Strangman, G., Culver, J. P., Thompson, J. H., & Boas, D. A. (2002). A quantitative comparison of simultaneous BOLD fMRI and NIRS recordings during functional brain activation. Neuroimage, 17(2), 719–731.PubMedCrossRef
Stuart, S., Alcock, L., Rochester, L., Vitório, R., & Pantall, A. (2019). Monitoring multiple cortical regions during walking in young and older adults: Dual-task response and comparison challenges. International Journal of Psychophysiology, 135, 63–72.PubMedCrossRef
Suhr, J. A., & Chelberg, M. B. (2013). Use of near-infrared spectroscopy as a measure of cerebrovascular health in aging adults. Aging, Neuropsychology, and Cognition, 20(2), 243–252.CrossRef
Tan, Q., Zhang, M., Wang, Y., Zhang, M., Wang, B., Xin, Q., & Li, Z. (2016). Age-related alterations in phase synchronization of oxyhemoglobin concentration changes in prefrontal tissues as measured by near-infrared spectroscopy signals. Microvascular Research, 103, 19–25.PubMedCrossRef
Teo, W., Goodwill, A. M., Hendy, A. M., Muthalib, M., & Macpherson, H. (2018). Sensory manipulation results in increased dorsolateral prefrontal cortex activation during static postural balance in sedentary older adults: An fNIRS study. Brain and Behavior, 8(10), e01109.PubMedPubMedCentralCrossRef
Thompson, J. K., Peterson, M. R., & Freeman, R. D. (2003). Single-neuron activity and tissue oxygenation in the cerebral cortex. Science, 299(5609), 1070–1072.PubMedCrossRef
Tombaugh, T. N., Kozak, J., & Rees, L. (1999). Normative data stratified by age and education for two measures of verbal fluency: FAS and animal naming. Archives of Clinical Neuropsychology, 14(2), 167–177.PubMed
Tsujii, T., Okada, M., & Watanabe, S. (2010). Effects of aging on hemispheric asymmetry in inferior frontal cortex activity during belief–bias syllogistic reasoning: A near-infrared spectroscopy study. Behavioural Brain Research, 210(2), 178–183.PubMedCrossRef
United Nations, (2017) Department of Economic and Social Affairs, Population Division. (2017). World population prospects: The 2017 revision, key findings and advance tables. ESA/P/WP/248.
Vasta, R., Cutini, S., Cerasa, A., Gramigna, V., Olivadese, G., Arabia, G., & Quattrone, A. (2018). Physiological aging influence on brain hemodynamic activity during task-switching: A fNIRS study. Frontiers in Aging Neuroscience, 9, 433.PubMedPubMedCentralCrossRef
Verghese, J., Holtzer, R., Lipton, R. B., & Wang, C. (2009). Quantitative gait markers and incident fall risk in older adults. The Journals of Gerontology: Series A, 64(8), 896–901.CrossRef
Verghese, J., Lipton, R. B., Hall, C. B., Kuslansky, G., Katz, M. J., & Buschke, H. (2002). Abnormality of gait as a predictor of non-alzheimer's dementia. New England Journal of Medicine, 347(22), 1761–1768.CrossRefPubMed
Verghese, J., Wang, C., Ayers, E., Izzetoglu, M., & Holtzer, R. (2017). Brain activation in high-functioning older adults and falls: Prospective cohort study. Neurology, 88(2), 191–197.PubMedPubMedCentralCrossRef
Vermeij, A., Meel-van den Abeelen, A. S., Kessels, R. P., van Beek, A. H., & Claassen, J. A. (2014a). Very-low-frequency oscillations of cerebral hemodynamics and blood pressure are affected by aging and cognitive load. Neuroimage, 85, 608–615.PubMedCrossRef
Vermeij, A., van Beek, A. H., Reijs, B. L., Claassen, J. A., & Kessels, R. P. (2014b). An exploratory study of the effects of spatial working-memory load on prefrontal activation in low-and high-performing elderly. Frontiers in Aging Neuroscience, 6, 303.PubMedPubMedCentralCrossRef
Vermeij, A., van Beek, A. H., Rikkert, M. G. O., Claassen, J. A., & Kessels, R. P. (2012). Effects of aging on cerebral oxygenation during working-memory performance: A functional near-infrared spectroscopy study. PloS One, 7(9), e46210.PubMedPubMedCentralCrossRef
Villringer, A., & Chance, B. (1997). Non-invasive optical spectroscopy and imaging of human brain function. Trends in Neurosciences, 20(10), 435–442.PubMedCrossRef
Vitorio, R., Stuart, S., Gobbi, L. T., Rochester, L., Alcock, L., & Pantall, A. (2018). Reduced gait variability and enhanced brain activity in older adults with auditory cues: A functional near-infrared spectroscopy study. Neurorehabilitation and Neural Repair, 32(11), 976–987.PubMedCrossRef
Wagner, S., Sebastian, A., Lieb, K., Tüscher, O., & Tadić, A. (2014). A coordinate-based ALE functional MRI meta-analysis of brain activation during verbal fluency tasks in healthy control subjects. BMC Neuroscience, 15(1), 19.PubMedPubMedCentralCrossRef
Wagshul, M. E., Lucas, M., Ye, K., Izzetoglu, M., & Holtzer, R. (2019). Multi-modal neuroimaging of dual-task walking: Structural MRI and fNIRS analysis reveals prefrontal grey matter volume moderation of brain activation in older adults. Neuroimage, 189, 745–754.PubMedCrossRef
Wang, B., Zhang, M., Bu, L., Xu, L., Wang, W., & Li, Z. (2016). Posture-related changes in brain functional connectivity as assessed by wavelet phase coherence of NIRS signals in elderly subjects. Behavioural Brain Research, 312, 238–245.PubMedCrossRef
Ward, L. M., Aitchison, R. T., Tawse, M., Simmers, A. J., & Shahani, U. (2015). Reduced haemodynamic response in the ageing visual cortex measured by absolute fNIRS. PLoS One, 10(4), e0125012.PubMedPubMedCentralCrossRef
Ward, L. M., Morison, G., Simmers, A. J., & Shahani, U. (2018). Age-related changes in global motion coherence: Conflicting haemodynamic and perceptual responses. Scientific Reports, 8(1), 10013.PubMedPubMedCentralCrossRef
Wennie Huang, W., Perera, S., VanSwearingen, J., & Studenski, S. (2010). Performance measures predict onset of activity of daily living difficulty in community-dwelling older adults. Journal of the American Geriatrics Society, 58(5), 844–852.PubMedCrossRef
Wightman, E. L., Jackson, P. A., Khan, J., Forster, J., Heiner, F., Feistel, B., … Kennedy, D. O. (2018). The Acute and Chronic Cognitive and Cerebral Blood Flow Effects of a Sideritis scardica (Greek Mountain Tea) Extract: A Double Blind, Randomized, Placebo Controlled, Parallel Groups Study in Healthy Humans. Nutrients, 10(8), 955.PubMedCentralCrossRef
Wijeakumar, S., Huppert, T. J., Magnotta, V. A., Buss, A. T., & Spencer, J. P. (2017). Validating an image-based fNIRS approach with fMRI and a working memory task. Neuroimage, 147, 204–218.PubMedCrossRef
Xie, L., Kang, H., Xu, Q., Chen, M. J., Liao, Y., Thiyagarajan, M., ... & Takano, T. (2013). Sleep drives metabolite clearance from the adult brain. science, 342(6156), 373-377.
Yamada, T., Umeyama, S., & Matsuda, K. (2012). Separation of fNIRS signals into functional and systemic components based on differences in hemodynamic modalities. PloS one, 7(11).
Yamanaka, K., Tomioka, H., Kawasaki, S., Noda, Y., Yamagata, B., Iwanami, A., & Mimura, M. (2014). Effect of parietal transcranial magnetic stimulation on spatial working memory in healthy elderly persons-comparison of near infrared spectroscopy for young and elderly. PloS One, 9(7), e102306.PubMedPubMedCentralCrossRef
Ye, J. C., Tak, S., Jang, K. E., Jung, J., & Jang, J. (2009). NIRS-SPM: statistical parametric mapping for near-infrared spectroscopy. Neuroimage, 44(2), 428–447.PubMedCrossRef
Yeung, M. K., & Chan, A. S. (2020). Functional near-infrared spectroscopy reveals decreased resting oxygenation levels and task-related oxygenation changes in mild cognitive impairment and dementia: A systematic review. Journal of Psychiatric Research, 124, 59–76.CrossRef
Zeller, J. B., Katzorke, A., Müller, L. D., Breunig, J., Haeussinger, F. B., Deckert, J., … Herrmann, M. J. (2019). Reduced spontaneous low frequency oscillations as measured with functional near-infrared spectroscopy in mild cognitive impairment. Brain Imaging and Behavior, 13(1), 283–292.PubMedCrossRef
Zich, C., Debener, S., Thoene, A., Chen, L., & Kranczioch, C. (2017). Simultaneous EEG-fNIRS reveals how age and feedback affect motor imagery signatures. Neurobiology of Aging, 49, 183–197.PubMedCrossRef
Metadata
Title
A Systematic Review of the Application of Functional Near-Infrared Spectroscopy to the Study of Cerebral Hemodynamics in Healthy Aging
Authors
Michael K. Yeung
Agnes S. Chan
Publication date
01-03-2021
Publisher
Springer US
Published in
Neuropsychology Review / Issue 1/2021
Print ISSN: 1040-7308
Electronic ISSN: 1573-6660
DOI
https://doi.org/10.1007/s11065-020-09455-3

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