Sains
Malaysiana 51(3)(2022): 823-834
http://doi.org/10.17576/jsm-2022-5103-16
Simple Coordination and Cognitive Stimulation Activities for
Cognitive Function Assessments using Functional Near-Infrared Spectroscopy
(Aktiviti Koordinasi Mudah dan Rangsangan Kognitif bagi
Penilaian Fungsi Kognitif menggunakan Spektroskopi Inframerah Dekat Berfungsi)
NORSHAM JULIANA1, IZUDDIN
FAHMY ABU2,*, MOHAMAD HAIQAL NIZAR MOHAMAD2,
MUHAMMAD FATTAH FAZEL2, NURUL ATHIRAH RANI2, NUR ZAFIRAH
FARHANA ZAFREEN2, NOR AZILA NOH1, ZALHAN MD YUSUF3,
MUHAMMAD HAFIZ LAILI3 & SRIJIT DAS4
1Faculty of Medicine & Health
Sciences, Universiti Sains Islam Malaysia, Persiaran Ilmu, Putra Nilai, 71800
Nilai, Negeri Sembilan, Malaysia
2Institute of Medical Science Technology, Universiti Kuala
Lumpur, Jalan Sultan Ismail, 50250 Kuala Lumpur, Federal Territory, Malaysia
3MIMOS Berhad, Technology Park Malaysia, 57000 Kuala Lumpur,
Federal Territory, Malaysia
4Human & Clinical Anatomy Department, College of Medicine
and Health Sciences, Sultan Qaboos University, Sultanate of Oman
Diserahkan: 28 Februari 2021/Diterima: 11 Ogos 2021
Abstract
Functional
near-infrared spectroscopy (fNIRS) is a non-invasive and high-density imaging
device used for the evaluation of cognitive functions by measuring the
oxygenated haemoglobin (HbO) and deoxygenated haemoglobin (HHb) levels in the
prefrontal cortex. The present study determined the utilisation of fNIRS in
detecting cerebral haemoglobin oxygenation level during coordination and simple
cognitive stimulation activities in healthy young volunteers. Thirty subjects
comprising equally of both genders were recruited. Subjects were tasked with
coordination tests (plate tapping and block transfer tests) and cognitive
stimulation activities (ruler drop test and MRAVLT) while the fNIRS system was
attached to their prefrontal cortex area. The HbO and HHb levels were recorded
and analysed using Repeated Measures ANOVA. The HbO levels during coordination
tests differ significantly from resting state (p<0.05) in all but channel 2.
All coordination tests elevated HbO levels compared to resting state except
during block transfer test in channel 1. No significant difference was observed
in HHb levels between coordination tests and resting state in all channels
(p>0.05), except channel 3. All cognitive stimulation activities increased
HbO levels compared to resting state; this change was significant in channels 3
and 4 (p<0.05). In contrast, HHb levels during all cognitive tests were
lower compared to the resting state and was found to be significant in channels
2 and 3 (p<0.05). These findings suggested that coordination and
cognitive stimulation activities activate prefrontal cortex in healthy young
adults and could be potentially utilised as a valid screening tool for
cognitive function assessments via fNIRS.
Keywords: Brain monitoring;
cognitive stimulation; coordination test; fNIRS; functional near-infrared
spectroscopy
Abstrak
Spektroskopi Inframerah Dekat
Berfungsi (fNIRS) ialah peranti
pengimejan berketumpatan tinggi yang tidak invasif dan mampu menilai fungsi
kognitif berdasarkan tahap pengoksigenan (HbO) dan dioksigen (HHb) hemoglobin
pada bahagian korteks prefrontal otak. Kajian ini menganalisis penggunaan fNIRS untuk mengesan tahap oksigenasi hemoglobin otak serebral
semasa ujian koordinasi dan aktiviti stimulasi kognitif ringkas dalam kalangan sukarelawan yang muda dan sihat. 30 subjek (15 lelaki dan 15
perempuan) dipilih menyertai kajian. Subjek perlu melakukan ujian koordinasi
(ujian mengetuk plat dan pemindahan blok) dan aktiviti stimulasi kognitif
(ujian jatuhan pembaris dan MRAVLT) dengan sistem fNIRS terpasang pada dahi
subjek. Tahap HbO dan HHb direkod dan dianalisis menggunakan ANOVA Pengukuran
Berulang. Tahap HbO semasa aktiviti koordinasi berbeza secara signifikan
berbanding sewaktu rehat bagi kesemua saluran (p<0.05) kecuali saluran 2.
Semua ujian koordinasi meningkatkan tahap HbO berbanding rehat kecuali semasa ujian
pemindahan blok di saluran 1. Tiada perbezaan signifikan bagi tahap HHb sewaktu
aktiviti koordinasi berbanding rehat pada semua saluran (p>0.05) kecuali
saluran 3. Semua aktiviti stimulasi kognitif meningkatkan tahap HbO berbanding
rehat, dengan peningkatan signifikan diperhatikan di saluran 3 dan 4
(p<0.05). Manakala, tahap HHb menurun semasa aktiviti stimulasi kognitif
berbanding rehat, dengan penurunan signifikan direkodkan di saluran 2 dan 3
(p<0.05). Hasil kajian menunjukkan bahawa aktiviti koordinasi dan stimulasi
kognitif mengaktifkan bahagian korteks prefrontal dalam kalangan subjek yang sihat dan
berpotensi digunakan sebagai alat penilaian fungsi kognitif melalui aplikasi
fNIRS.
Kata kunci: fNIRS; pemantauan otak; pengimejan neuro;
stimulasi kognitif; ujian koordinasi
RUJUKAN
Arenth, P.M., Ricker, J.H. & Schultheis, M.T. 2007. Applications of functional near-infrared spectroscopy (fNIRS) to
neurorehabilitation of cognitive disabilities. The Clinical Neuropsychologist 21(1): 38-57.
Balthazar, M.L.F.,
Yasuda, L.Y., Cendes, F. & Damasceno, B.P. 2010. Learning, retrieval, and
recognition are compromised in AMCI and mild AD: Are
distinct episodic memory processes mediated by the same anatomical structures? Journal of the International Neuropsychological
Society 16(1): 205-209.
Batez, M.,
Milošević, Z., Mikulić, I., Sporiš, G., Mačak, D. &
Trajković, N. 2021. Relationship between motor competence, physical
fitness, and academic achievement in young school-aged children. BioMed. Research International 2021: 6631365.
Bediz, C.S., Oniz, A.,
Guducu, C., Demirci, E.U., Ogut, H., Gunay, E., Cetinkaya, C. & Ozgoren, M. 2016. Acute supramaximal
exercise increases the brain oxygenation in relation to cognitive workload. Frontiers in Human Neuroscience 10: 174.
Berisha, M. & Cilli,
M. 2017. Comparison of eurofit test results of 11-17-year-old male and female students in Kosovo. European Scientific Journal 31: 138.
Bracken, B.K., Festa,
E., Sun, H.M., Leather, C. & Strangman, G. 2019. Validation of the fNIRS
Pioneer™, a portable, durable, rugged functional near-infrared spectroscopy
(fNIRS) device. In Proceedings of the 12th International Joint Conference on
Biomedical Engineering Systems and Technologies (BIOSTEC Special Session
on Real-world Assessment of Individuals during Everyday Routines). pp. 521-531.
Buxton, R.B.,
Uludağ, K., Dubowitz, D.J. & Liu, T.T. 2004.
Modelling the hemodynamic response to brain activation. Neuroimage 23: S220-S233.
Carlén, M. 2017. What
constitutes the prefrontal cortex? Science 358(6362): 478-482.
Chance, B., Zhuang, Z.,
UnAh, C., Alter, C. & Lipton, L. 1993. Cognition-activated low-frequency
modulation of light absorption in human brain. Proceedings of the National Academy of
Sciences 90(8): 3770-3774.
Chaudhary, U., Hall, M.,
Gonzales, J., Elbaum, L., Bloye, M. & Godavarty, A. 2014. Motor response
investigation in individuals with cerebral palsy using near infrared
spectroscopy: Pilot study. Applied
Optics 53(3): 503.
Chincarini, M.,
Emanuela, D.C., Qiu, L., Lorenzo, S., Cannas, S., Palestrini, C., Canali, E.,
Minero, M., Cozzi, B., Ferri, N., Ancora, D., De Pasquale, F., Vignola, G.
& Torricelli, A. 2020. Reliability of fNIRS for noninvasive monitoring of
brain function and emotion in sheep. Scientific
Reports 10(1): 14726.
Daly, J.J. & Wolpaw,
J.R. 2008. Brain-computer interfaces in neurological
rehabilitation. The Lancet Neurology 7(11): 1032-1043.
de Klerk, C.C.J.M.,
Hamilton, A.D.D.C. & Southgate, V. 2018. Eye contact modulates facial
mimicry in 4-month-old infants: An EMG and fNIRS study. Cortex 106: 93-103.
Del Rossi, G., Malaguti,
A. & Del Rossi, S. 2014. Practice effects associated with repeated
assessment of a clinical test of reaction time. Journal of Athletic Training 49(3): 356-359.
Dobkin, B.H. 2007.
Brain-computer interface technology as a tool to augment plasticity and
outcomes for neurological rehabilitation. The
Journal of Physiology 579(3): 637-642.
Estévez-González, A.,
Kulisevky, J., Boltes, A., Otermin, P. & Garcia-Sanchez, C. 2003. Rey
verbal learning test is a useful tool for differential diagnosis in the
preclinical phase of Alzheimer's disease: Comparison
with mild cognitive impairment and normal aging. International Journal of Geriatric Psychiatry 18(11): 1021-1028.
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.
Ferreira, S., Raimundo, A., Pozo
Cruz, J.D. & Marmeleira, J. 2021. Psychometric properties of a computerized
and hand-reaction time tests in older adults using long-term facilities with
and without mild cognitive impairment. Experimental
Gerontology 147: 111271.
Gefen, D., Ayaz, H.
& Onaral, B. 2014. Applying functional near infrared (fNIR) spectroscopy to
enhance MIS research. AIS Transactions on
Human-Computer Interaction 6(3): 55-73.
Hoshi, Y. & Tamura,
M. 1993. Dynamic multichannel near-infrared optical imaging of human brain
activity. Journal of Applied Physiology 75(4): 1842-1846.
Huang, Y., Liu, X.,
Krueger, R., Santander, T., Hu, X., Leach, K. & Wermer, W. 2019.
Distilling neural representations of data structure manipulation using fMRI and
fNIRS. In 2019 IEEE/ACM 41st
International Conference on Software Engineering (ICSE). pp. 396-407.
Jamaluddin, R., Othman, Z.,
Musa, K.I. & Alwi, M.N.M. 2009. Validation of the Malay version of auditory
verbal learning test (MVAVLT) among schizophrenia patients in hospital
Universiti Sains Malaysia (HUSM), Malaysia. ASEAN Journal Psychiatry 10:
54-74.
Joshi, S., Weedon, B.D., Esser, P., Liu, Y., Springett, D.N.,
Meaney, A., Delextrat, A., Kemp, S., Ward, T., Ayaz, H. & Dawes, H. 2018.
Revealing cortical activation patterns of novel task performance in children
with low Coordination via fNIRS. Frontiers
in Human Neuroscience. p. 12.
Julien, M., D'Amours, J., Leduc, M.,
Côté, A., Rodier, R.O., Demers, L. & Desrosiers, J. 2017. Responsiveness of
the box and block test with older adults in rehabilitation. Physical & Occupational Therapy in Geriatrics 3-4: 109-118.
Kato, T., Kamei, A., Takashima, S. & Ozaki, T. 1993. Human visual cortical function during
photic stimulation monitoring by means of near-infrared spectroscopy. Journal of Cerebral Blood Flow &
Metabolism 13(3): 516-520.
Lamb, R., Hand, B. & Yoon, S.Y.
2019. An exploratory neuroimaging study of argumentative and summary writing.
In Theorizing the Future of Science
Education Research. Contemporary Trends and Issues in
Science Education. Vol. 49, edited by Prain, V. & Hand, B. Springer,
Cham. pp. 63-82. https://doi.org/10.1007/978-3-030-24013-4_5
Lange, F. & Tachtsidis, I. 2019.
Clinical brain monitoring with time domain NIRS: A review and future
perspectives. Applied Science 9(8):
1612.
Lee, T.K.M., Lim, J.G., Leo, K.H.
& Sanei, S. 2018. Indications of neural disorder through automated
assessment of the box and block test. In 2018
IEEE 23rd International Conference on Digital Signal Processing (DSP).
Shanghai. China. pp. 1-5.
Li, K., Lin, L., Chan, A.T., Chen,
C.H., Chang, W. & Cho, Y. 2020. Population based norms for the box and
blocks test in healthy right-handed Taiwanese adults. Biomedical Journal 43(6): 484-489.
Lloyd-Fox, S., Blasi, A. &
Elwell, C.E. 2010. Illuminating the developing brain: The past, present and future of
functional near infrared spectroscopy. Neuroscience
& Biobehavioral Reviews 34(3): 269-284.
Mihara, M. & Miyai, I. 2016.
Review of functional near-infrared spectroscopy in neurorehabilitation. Neurophotonics 3(3): 031414.
Milic, M., Nedeljkovic, A., Cuk, I.,
Mudric, M. & García-Ramos, A. 2020. Comparison of reaction time between
beginners and experienced fencers during quasi-realistic fencing situations. European Journal of Sport Science 20(7): 896-905.
Ortolano, G., Finn, J. &
Ortolano, L. 2017. How quickly do they react? The Science Teacher 84(7): 53.
Pieron, P.H. 1928. Technique de
laboratoire et apparereils. L’Annee
Psychologie 37: 234-241.
Power, J.D., Plitt, M., Laumann,
T.O. & Martin, A. 2017. Sources and implications of whole-brain fMRI
signals in humans. Neuroimage 146:
609-625.
Rieke, J.D., Matarasso, A.K.,
Yusufali, M.M., Ravindran, A., Alcantara, J., White, K.D. & Daly, J.J.
2020. Development of a combined, sequential real-time fMRI and fNIRS
neurofeedback system to enhance motor learning after stroke. Journal of Neuroscience Methods 341:
108719.
Rowe, J., Friston, K., Frackowiak,
R. & Passingham, R. 2002. Attention to action: Specific modulation of
corticocortical interactions in humans. Neuroimage 17(2): 988-998.
Scarapicchia, V., Brown, C., Mayo,
C. & Gawryluk, J.R. 2017. Functional magnetic resonance imaging and
functional near-infrared spectroscopy: Insights from combined recording
studies. Frontiers in Human
Neuroscience 11: 419.
Schoenberg, M.R., Dawson, K.A.,
Duff, K., Patton, D., Scott, J.G. & Adams, R.L. 2006. Test performance and
classification statistics for the Rey Auditory Verbal Learning Test in selected
clinical samples. Archives of
Clinical Neuropsychology 21(7): 693-703.
Silva, V.A.H. &
Seabra, P.R.C. 2020. Cognitive stimulation in people with mental disorders in
the community: An integrative review. Revista Brasileira de Enfermagem 73(1): e20180192.
Tai, S.K. & Lin, Y.K. 2018. The influence
of different kinds of music on brainwave signals. In 2018 IEEE International Conference on Advanced Manufacturing (IEEE ICAM
2018). pp. 223-226.
Urakawa, S., Takamoto, K., Ishikawa,
A., Ono, T. & Nishijo, H. 2015. Selective medial prefrontal cortex
responses during live mutual gaze interactions in human infants: An
fNIRS study. Brain Topography 28(5):
691-701.
Villringer, A., Plank, J., Hock, C.,
Schleikofer, L. & Dirnagl, U. 1993. Near-infrared spectroscopy (NIRS): A new tool to study hemodynamic changes during activation of brain function in
human adults. Neuroscience Letters 154: 101-104.
Watanabe, H., Shitara, Y., Aoki, Y.,
Inoue, T., Tsuchida, S., Takahashi, N. & Taga, G. 2017. Hemoglobin phase of
oxygenation and deoxygenation in early brain development measured using
fNIRS. Proceedings of the National
Academy of Sciences 114(9): E1737-E1744.
Wilcox, T. & Biondi, M. 2015.
fNIRS in the developmental sciences. Wiley
Interdisciplinary Reviews: Cognitive Science 6(3): 263-283.
Woodworth, R.S. & Schlosberg, H.
1954. Experimental Psychology. New York: Holt.
Xu,
S.Y., Lu, F.M., Wang, M.Y., Hu, Z.S., Zhang, J., Chen, Z.Y., Armada-da-Silva,
P.A. & Yuan, Z. 2020. Altered functional connectivity in the motor and
prefrontal cortex for children with Down's syndrome: An fNIRS study. Frontiers in Human Neuroscience 14: 6.
Xu, C., 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.
Yücel,
M.A., Selb, J.J., Huppert, T.J., Franceschini, M.A. & Boas, D.A. 2017. Functional
near infrared spectroscopy: Enabling routine functional brain imaging. Current Opinion in Biomedical Engineering 4: 78-86.
*Pengarang
untuk surat-menyurat; email: izuddin@unikl.edu.my
|