청각 연구에서 기능적 뇌 영상 기술 적용에 대한 고찰: 난청을 중심으로
A review of the Implementation of Functional Brain Imaging Techniques in Auditory Research focusing on Hearing Loss
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
Functional brain imaging techniques have been used to diagnose psychiatric disorders such as dementia, de- pression, and autism. Recently, these techniques have also been actively used to study hearing loss. The present study re- viewed the application of the functional brain imaging techniques in auditory research, especially those focusing on hear- ing loss, over the past decade. EEG, fMRI, fNIRS, MEG, and PET have been utilized in auditory research, and the num- ber of research studies using these techniques has been increasing. In particular, fMRI and EEG were the most frequently used technique in auditory research. EEG studies mostly used event-related designs to analyze the direct relationship between stimulus and the related response, and in fMRI studies, resting-state functional connectivity and block designs were utilized to analyze alterations in brain functionality in hearing-related areas. In terms of age, while studies involving children mainly focused on congenital and pre- and post-lingual hearing loss to analyze developmental characteristics with and without hearing loss, those involving adults focused on age-related hearing loss to investigate changes in the charac- teristics of the brain based on the presence of hearing loss and the use of a hearing device. Overall, ranging from EEG to PET, various functional brain imaging techniques have been used in auditory research, but it is difficult to perform a com- prehensive analysis due to the lack of consistency in experimental designs, analysis methods, and participant characteris- tics. Thus, it is necessary to develop standardized research protocols to obtain high-quality clinical and research evidence.
Abstract
Functional brain imaging techniques have been used to diagnose psychiatric disorders such as dementia, de- pression, and autism. Recently, these techniques have also been actively used to study hearing loss. The present study re- viewed the application of the functional brain imaging techniques in auditory research, especially those focusing on hear- ing loss, over the past decade. EEG, fMRI, fNIRS, MEG, and PET have been utilized in auditory research, and the num- ber of research studies using these techniques has been increasing. In particular, fMRI and EEG were the most frequently used technique in auditory research. EEG studies mostly used event-related designs to analyze the direct relationship between stimulus and the related response, and in fMRI studies, resting-state functional connectivity and block designs were utilized to analyze alterations in brain functionality in hearing-related areas. In terms of age, while studies involving children mainly focused on congenital and pre- and post-lingual hearing loss to analyze developmental characteristics with and without hearing loss, those involving adults focused on age-related hearing loss to investigate changes in the charac- teristics of the brain based on the presence of hearing loss and the use of a hearing device. Overall, ranging from EEG to PET, various functional brain imaging techniques have been used in auditory research, but it is difficult to perform a com- prehensive analysis due to the lack of consistency in experimental designs, analysis methods, and participant characteris- tics. Thus, it is necessary to develop standardized research protocols to obtain high-quality clinical and research evidence.
참고문헌 (120)
- Alshuaib WB, "Classification of hearing loss", Update On Hearing Loss, 4, pp.29~37 (2015)
- Tognola G, "Benefit of hearing aid use in the elderly : the impact of age, cognition and hearing impairment", Acta Otorhinolaryngologica Italica, 39(6), pp.409~418 (2019)
- Li-Korotky H-S, "Age-Related Hearing Loss : Quality of Care for Quality of Life", The Gerontologist, 52(2), pp.265~271 (2012)
- Punch JL, "Hearing loss and quality of life", Journal of Communication Disorders, 78, pp.33~45 (2019)
- Seol HY, "Hearables as a Gateway to Hearing Health Care : A Review", Clinical and Experimental Otorhinolaryngology, 15(2), pp.127~134 (2022)
- Devis T, "A low-complexity 3-level filter bank design for effective restoration of audibility in digital hearing aids", Biomedical Engineering Letters, 10(4), pp.593~601 (2020)
- Cho K, "A comparison of frequency-invariant beamforming algorithms for hearing aids : Differential microphone-based beamformers and the broadband beamformer", Biomedical Engineering Letters, 4(2), pp.166~175 (2014)
- Kim HP, "Sensitivity enhancement of speech perception in noise by sound training : Hearing loss simulation study", Biomedical Engineering Letters, 1(2), pp.137~142 (2011)
- Neto FSD, "Depression biomarkers using non-invasive EEG : A review", Neuroscience and Biobehavioral Reviews, 105, pp.83~93 (2019)
- Groenewold NA, "Emotional valence modulates brain functional abnormalities in depression : Evidence from a meta-analysis of fMRI studies", Neuroscience and Biobehavioral Reviews, 37(2), pp.152~163 (2013)
- Wang J, "Resting state EEG abnormalities in autism spectrum disorders", Journal of Neurodevelopmental Disorders, 5 (2013)
- Torres-Simon L, "Understanding brain function in vascular cognitive impairment and dementia with EEG and MEG : A systematic review", Neuroimage-Clinical, 35 (2022)
- Huettel SA, "Functional magnetic resonance imaging 3rd" (2014), Sinauer Associates
- Niedermeyer E, "EEG: Basic Principles, Clinical Applications, and Related Fields" (2005), Lippincott Williams & Wilkins
- Hämäläinen M, "Magnetoencephalography—theory, instrumentation, and applications to noninvasive studies of the working human brain", Reviews of modern Physics, 65(2), pp.413~ (1993)
- Ferrari M, "A brief review on the history of human functional near-infrared spectroscopy(fNIRS)development and fields of application", Neuroimage, 63(2), pp.921~935 (2012)
- Phelps ME, "Positron emission tomography provides molecular imaging of biological processes", Proceedings of the National Academy of Sciences of the United States of America, 97(16), pp.9226~9233 (2000)
- Lee HJ, "Functional Neuroimaging in Neuro-otology", Korean J Otorhinolaryngol-Head Neck Surg, 51(4), pp.302~311 (2008)
- Fullerton AM, "Cross-modal functional connectivity supports speech understanding in cochlear implant users", Cerebral Cortex, 33(7), pp.3350~3371 (2023)
- Wang Y, "The Neural Processing of Vocal Emotion After Hearing Reconstruction in Prelingual Deaf Children : A Functional Near-Infrared Spectroscopy Brain Imaging Study", Front Neurosci, 15, pp.705741~ (2021)
- Wang YY, "Differential auditory cortical development in left and right cochlear implanted children", Cerebral Cortex, 32(23), pp.5438~5454 (2022)
- Liu YD, "Functional connectivity changes in infants with varying degrees of unilateral hearing loss", Cerebral Cortex, 33(14), pp.9165~9174 (2023)
- Li LPH, "Neuromagnetic index of hemispheric asymmetry predicting long-term outcome in sudden hearing loss", Neuroimage, 64, pp.356~364 (2013)
- Shang YY, "Functional and Structural Brain Plasticity in Adult Onset Single-Sided Deafness", Frontiers in Human Neuroscience, 12 (2018)
- Presacco A, "Speech-in-noise representation in the aging midbrain and cortex : Effects of hearing loss", PLoS One, 14(3), pp.e0213899~ (2019)
- Heinrichs-Graham E, "Auditory experience modulates fronto-parietal theta activity serving fluid intelligence", Brain Commun, 4(2), pp.fcac093~ (2022)
- Heinrichs-Graham E, "Somatosensory gating is related to behavioral and verbal outcomes in children with mild-to-severe hearing loss", Cerebral Cortex, 33(9), pp.5228~5237 (2023)
- Han JH, "Brain Plasticity Can Predict the Cochlear Implant Outcome in Adult-Onset Deafness", Frontiers in Human Neuroscience, pp.13~ (2019)
- Karoui C, "Auditory cortical plasticity after cochlear implantation in asymmetric hearing loss is related to spatial hearing : a PET H215O study", Cerebral Cortex, 33(5), pp.2229~2244 (2023)
- Song JJ, "Effects of congruent and incongruent visual cues on speech perception and brain activity in cochlear implant users", Brain Structure & Function, 220(2), pp.1109~1125 (2015)
- Strelnikov K, "Increased audiovisual integration in cochlear-implanted deaf patients : independent components analysis of longitudinal positron emission tomography data", European Journal of Neuroscience, 41(5), pp.677~685 (2015)
- Verger A, "Changes of metabolism and functional connectivity in late-onset deafness : Evidence from cerebral 18F-FDG-PET", Hearing Research, 353, pp.8~16 (2017)
- Cui WZ, "Altered Functional Network in Infants With Profound Bilateral Congenital Sensorineural Hearing Loss: A Graph Theory Analysis", Frontiers in Neuroscience, 15 (2022)
- Li JH, "Functional connectivity alteration of the deprived auditory regions with cognitive networks in deaf and inattentive adolescents", Brain Imaging and Behavior, 16(2), pp.939~954 (2022)
- Wang SS, "Alterations of structural and functional connectivity in profound sensorineural hearing loss infants within an early sensitive period: A combined DTI and fMRI study", Developmental Cognitive Neuroscience, 38 (2019)
- Li Q, "Changes in the functional connectivity of auditory and language-related brain regions in children with congenital severe sensorineural hearing loss : An fMRI study", Journal of Neurolinguistics, 51, pp.84~95 (2019)
- Xia S, "Altered Brain Functional Activity in Infants with Congenital Bilateral Severe Sensorineural Hearing Loss: A Resting-State Functional MRI Study under Sedation", Neural Plasticity (2017)
- Schmithorst VJ, "Unilateral deafness in children affects development of multi-modal modulation and default mode networks", Frontiers in Human Neuroscience, 8 (2014)
- Wang SS, "Altered resting-state functional network connectivity in profound sensorineural hearing loss infants within an early sensitive period : A group ICA study", Human Brain Mapping, 42(13), pp.4314~4326 (2021)
- Xing CH, "Aberrant brain functional hubs and causal connectivity in presbycusis", Brain Imaging and Behavior, 15(1), pp.453~463 (2021)
- Zhou GP, "Aberrant functional and effective connectivity of the frontostriatal network in unilateral acute tinnitus patients with hearing loss", Brain Imaging and Behavior, 16(1), pp.151~160 (2022)
- Hua JC, "Abnormal cerebellar network and effective connectivity in sudden and long-term sensorineural hearing loss", Frontiers in Aging Neuroscience, 14 (2022)
- Luan Y, "Abnormal functional connectivity and degree centrality in anterior cingulate cortex in patients with longterm sensorineural hearing loss", Brain Imaging and Behavior, 14(3), pp.682~695 (2020)
- Xing CH, "Alteration in resting-state effective connectivity within the Papez circuit in Presbycusis", European Journal of Neuroscience (2023)
- Chen JW, "Altered Brain Activity and Functional Connectivity in Unilateral Sudden Sensorineural Hearing Loss", Neural Plasticity (2020)
- Fan ZY, "Altered topological properties of the intrinsic functional brain network in patients with right-sided unilateral hearing loss caused by acoustic neuroma", Brain Imaging and Behavior, 16(4), pp.1873~1883 (2022)
- Yang M, "Brain structural and functional alterations in patients with unilateral hearing loss", Hearing Research, 316, pp.37~43 (2014)
- Zhang GY, "Changes in the default mode networks of individuals with long-term unilateral sensorineural hearing loss", Neuroscience, 285, pp.333~342 (2015)
- Ponticorvo S, "Cross-modal connectivity effects in age-related hearing loss", Neurobiology of Aging, 111, pp.1~13 (2022)
- Chen YC, "Directed functional connectivity of the hippocampus in patients with presbycusis", Brain Imaging and Behavior, 14(3), pp.917~926 (2020)
- Xu HB, "Disrupted functional brain connectome in unilateral sudden sensorineural hearing loss", Hearing Research, 335, pp.138~148 (2016)
- Zhou GP, "Disrupted intra-and inter-network connectivity in unilateral acute tinnitus with hearing loss", Frontiers in Aging Neuroscience, 14 (2022)
- Yong W, "Disrupted Topological Organization of Resting-State Functional Brain Networks in Age-Related Hearing Loss", Frontiers in Aging Neuroscience, 14 (2022)
- Xu XM, "Dissociation between Cerebellar and Cerebral Neural Activities in Humans with Long-Term Bilateral Sens orineural Hearing Loss", Neural Plasticity (2019)
- Hong LW, "Intrinsic Brain Activity of Inferior Temporal Region Increased in Prodromal Alzheimer's Disease With Hearing Loss", Frontiers in Aging Neuroscience, 13 (2022)
- Ponticorvo S, "Long-Range Auditory Functional Connectivity in Hearing Loss and Rehabilitation", Brain Connect, 11(6), pp.483~492 (2021)
- Li N, "Neurochemical and functional reorganization of the cognitive-ear link underlies cognitive impairment in presbycusis", Neuroimage, 268 (2023)
- Luan Y, "Prefrontal-Temporal Pathway Mediates the Cross-Modal and Cognitive Reorganization in Sensorineural Hearing Loss With or Without Tinnitus : A Multimodal MRI Study", Frontiers in Neuroscience, 13 (2019)
- Guan B, "Reorganized Brain Functional Network Topology in Presbycusis", Frontiers in Aging Neuroscience, 14 (2022)
- Marschall TM, "Spontaneous brain activity underlying auditory hallucinations in the hearing-impaired", Cortex, 136, pp.1~13 (2021)
- Hinkley LBN, "Striatal networks for tinnitus treatment targeting", Human Brain Mapping, 43(2), pp.633~646 (2022)
- Rosemann S, "The effect of age-related hearing loss and listening effort on resting state connectivity", Sci Rep, 9(1), pp.2337~ (2019)
- Husain FT, "The effect of mild-to-moderate hearing loss on auditory and emotion processing networks", Front Syst Neurosci, 8, pp.10~ (2014)
- Biswal B, "Functional connectivity in the motor cortex of resting human brain using echo-planar MRI", Magn Reson Med, 34(4), pp.537~541 (1995)
- Ma HL, "Altered resting-state network connectivity patterns for predicting attentional function in deaf individuals : An EEG study", Hearing Research, pp.429~ (2023)
- Gao MQ, "Cognitive reserve disorder in age-related hearing loss : cognitive cortical compensatory to auditory perceptual processing", Cerebral Cortex, 33(16), pp.9616~9626 (2023)
- Petersen SE, "The mixed block", event-related design, 2012, pp.62(2), 1177~1184
- Rosemann S, "Age-related hearing loss influences functional connectivity of auditory cortex for the McGurk illusion", Cortex, 129, pp.266~280 (2020)
- Pereira-Jorge MR, "Anatomical and Functional MRI Changes after One Year of Auditory Rehabilitation with Hearing Aids", Neural Plasticity (2018)
- Fang Y, "Areas Recruited during Action Understanding Are Not Modulated by Auditory or Sign Language Experience", Front Hum Neurosci, 10, pp.94~ (2016)
- Li YY, "Brain activation during phonological and semantic processing of Chinese characters in deaf signers", Frontiers in Human Neuroscience, pp.8~ (2014)
- Almeida J, "Decoding Visual Location From Neural Patterns in the Auditory Cortex of the Congenitally Deaf", Psychol Sci, 26(11), pp.1771~1782 (2015)
- Qiao YF, "Downward cross-modal plasticity in single-sided deafness", Neuroimage, 197, pp.608~617 (2019)
- Li Q, "Functional changes in people with different hearing status and experiences of using Chinese sign language : An fMRI study", Journal of Communication Disorders, 50, pp.51~60 (2014)
- Ghazaleh N, "High-Resolution fMRI of Auditory Cortical Map Changes in Unilateral Hearing Loss and Tinnitus", Brain Topography, 30(5), pp.685~697 (2017)
- Van der Haegen L, "Laterality and unilateral deafness : Patients with congenital right ear deafness do not develop atypical language dominance", Neuropsychologia, 93, pp.482~492 (2016)
- Whitton S, "Multisensory temporal processing in early deaf", Neuropsychologia, pp.163~ (2021)
- Wang XS, "Reading Without Speech Sounds : VWFA and its Connectivity in the Congenitally Deaf", Cerebral Cortex, 25(9), pp.2416~2426 (2015)
- Pauquet J, "Relationship between Memory Load and Listening Demands in Age-Related Hearing Impairment", Neural Plasticity (2021)
- Guerreiro MJS, "The effect of hearing loss on age-related differences in neural distinctiveness", Aging, Neuropsychology, and Cognition, pp.1~19
- Wolak T, "Tonotopic organisation of the auditory cortex in sloping sensorineural hearing loss", Hearing Research, 355, pp.81~96 (2017)
- Petersen EB, "Hearing loss impacts neural alpha oscillations under adverse listening conditions", Front Psychol, 6, pp.177~ (2015)
- Gillis M, "Hearing loss is associated with delayed neural responses to continuous speech", European Journal of Neuroscience, 55(6), pp.1671~1690 (2022)
- Marsella P, "Neuroelectrical imaging study of music perception by children with unilateral and bilateral cochlear implants", Cochlear Implants International, 15(sup1), pp.S68~S71 (2014)
- Karoui C, "Auditory cortical plasticity after cochlear implantation in asymmetric hearing loss is related to spatial hearing : a PET H215O study", Cerebral Cortex, 33(5), pp.2229~2244 (2023)
- Cai YX, "Auditory Spatial Discrimination and the Mismatch Negativity Response in Hearing-Impaired Individuals", Plos One, pp.10~18 (2015)
- Senkowski D, "Beta-band activity in auditory pathways reflects speech localization and recognition in bilateral cochlear implant users", Human Brain Mapping, 35(7), pp.3107~3121 (2014)
- Gordon KA, "Bilateral input protects the cortex from unilaterally-driven reorganization in children who are deaf", Brain, 136, pp.1609~1625 (2013)
- Xia TS, "Bi-lateralized Whorfian effect in color perception : Evidence from Chinese Sign Language", Journal of Neurolinguistics, 49, pp.189~201 (2019)
- Jiwani S, "Central auditory development after long-term cochlear implant use", Clinical Neurophysiology, 124(9), pp.1868~1880 (2013)
- Campbell J, "Compensatory changes in cortical resource allocation in adults with hearing loss", Frontiers in Systems Neuroscience, 7, pp.71~ (2013)
- Easwar V, "Cortical Processing of Level Cues for Spatial Hearing is Impaired in Children with Prelingual Deafness Despite Early Bilateral Access to Sound", Brain Topography, 31(2), pp.270~287 (2018)
- Easwar V, "Cortical Representation of Interaural Time Difference Is Impaired by Deafness in Development : Evidence from Children with Early Long-term Access to Sound through Bilateral Cochlear Implants Provided Simultaneously", Journal of Neuroscience, 37(9), pp.2349~2361 (2017)
- Jiwani S, "Early Unilateral Cochlear Implantation Promotes Mature Cortical Asymmetries in Adolescents Who Are Deaf", Human Brain Mapping, 37(1), pp.135~152 (2016)
- Fuglsang SA, "Effects of Sensorineural Hearing Loss on Cortical Synchronization to Competing Speech during Selective Attention", Journal of Neuroscience, 40(12), pp.2562~2572 (2020)
- Mathew AK, "Electrophysiological and behavioural processing of complex acoustic cues", Clinical Neurophysiology, 127(1), pp.779~789 (2016)
- Maslin MRD, "Evidence for multiple mechanisms of cortical plasticity : A study of humans with late-onset profound unilateral deafness", Clinical Neurophysiology, 124(7), pp.1414~1421 (2013)
- Wang SJ, "Features of beta-gamma phase-amplitude coupling in cochlear implant users derived from EEG", Hearing Research, pp.428~ (2023)
- Smieja DA, "Interhemispheric auditory connectivity requires normal access to sound in both ears during development", Neuroimage, 208, pp.116455~ (2020)
- Nash-Kille A, "Inter-trial coherence as a marker of cortical phase synchrony in children with sensorineural hearing loss and auditory neuropathy spectrum disorder fitted with hearing aids and cochlear implants", Clinical Neurophysiology, 125(7), pp.1459~1470 (2014)
- Revuelta P, "Limitations of Standard Accessible Captioning of Sounds and Music for Deaf and Hard of Hearing People : An EEG Study", Frontiers in Integrative Neuroscience, pp.14~ (2020)
- Mehrkian S, "Long latency auditory evoked potentials and object-related negativity based on harmonicity in hearing-impaired children", Neuroscience Research, 178, pp.52~59 (2022)
- Alemei R, "Middle Latency Responses to Optimized Chirps in Adult Cochlear Implant Users", Journal of the American Academy of Audiology, 30(5), pp.396~405 (2019)
- Uhler K, "Mismatched response predicts behavioral speech discrimination outcomes in infants with hearing loss and normal hearing", Infancy, 26(2), pp.327~348 (2021)
- Prince P, "Neural correlates of visual stimulus encoding and verbal working memory differ between cochlear implant users and normal-hearing controls", European Journal of Neuroscience, 54(3), pp.5016~5037 (2021)
- Bertoli S, "Novel sounds as a psychophysiological measure of listening effort in older listeners with and without hearing loss", Clinical Neurophysiology, 125(5), pp.1030~1041 (2014)
- Finke M, "On the relationship between auditory cognition and speech intelligibility in cochlear implant users : An ERP study", Neuropsychologia, 87, pp.169~181 (2016)
- Nisha KV, "Pre-Attentive Neural Signatures of Auditory Spatial Processing in Listeners With Normal Hearing and Sensorineural Hearing Impairment : A Comparative Study", American Journal of Audiology, 28(2), pp.437~449 (2019)
- Ruiz-Stovel VD, "Quantitative EEG measures in profoundly deaf and normal hearing individuals while performing a vibrotactile temporal discrimination task", International Journal of Psychophysiology, 166, pp.71~82 (2021)
- Hidalgo C, "Rhythmic Training Improves Temporal Anticipation and Adaptation Abilities in Children With Hearing Loss During Verbal Interaction", Journal of Speech Language and Hearing Research, 62(9), pp.3234~3247 (2019)
- Bell N, "Semantic processing in children with cochlear implants : Evidence from event-related potentials", Journal of Clinical and Experimental Neuropsychology, 41(6), pp.576~590 (2019)
- Chen JM, "Sensorineural Hearing Loss Affects Functional Connectivity of the Auditory Cortex, Parahippocampal Gyrus and Inferior Prefrontal Gyrus in Tinnitus Patients", Frontiers in Neuroscience, pp.16~ (2022)
- Dai LS, "Sensorineural hearing loss degrades behavioral and physiological measures of human spatial selective auditory attention", Proceedings of the National Academy of Sciences of the United States of America, 115(14), pp.E3286~E3295 (2018)
- Vavatzanidis NK, "The Basis for Language Acquisition : Congenitally Deaf Infants Discriminate Vowel Length in the First Months after Cochlear Implantation", Journal of Cognitive Neuroscience, 27(12), pp.2427~2441 (2015)
- Giroud N, "The impact of hearing aids and age-related hearing loss on auditory plasticity across three months-An electrical neuroimaging study", Hearing Research, 353, pp.162~175 (2017)
- Uhlén I, "Using a multi-feature paradigm to measure mismatch responses to minimal sound contrasts in children with cochlear implants and hearing aids", Scand J Psychol, 58(5), pp.409~421 (2017)
- González-Garrido AA, "Vibrotactile Discrimination Training Affects Brain Connectivity in Profoundly Deaf Individuals", Frontiers in Human Neuroscience, pp.11~ (2017)
- Decruy L, "Hearing impairment is associated with enhanced neural tracking of the speech envelope", Hearing Research, pp.393~ (2020)
- Cartocci G, "EEG rhythms lateralization patterns in children with unilateral hearing loss are different from the patterns of normal hearing controls during speech-in-noise listening", Hearing Research, 379, pp.31~42 (2019)
- Lazard DS, "Bilateral reorganization of posterior temporal cortices in post-lingual deafness and its relation to cochlear implant outcome", Human Brain Mapping, 34(5), pp.1208~1219 (2013)
