1
|
Qin L, Ge Q, Shi C, Ni J, Yin Z, Jin E, Wang J, Zang YF, Li Y. Structural brain pattern abnormalities in tinnitus with and without hearing loss. Hear Res 2025; 461:109274. [PMID: 40209328 DOI: 10.1016/j.heares.2025.109274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 03/30/2025] [Accepted: 04/05/2025] [Indexed: 04/12/2025]
Abstract
OBJECTIVE Subjective tinnitus often coexists with hearing loss, and they share common pathophysiological mechanisms. This comorbidity induces whole-brain gray matter volume (GMV) alterations, manifesting as distributed structural changes in neural networks rather than isolated regional modifications. Multivariate analysis of structural brain patterns is therefore essential to differentiate their underlying mechanisms. METHODS Fifty tinnitus patients and 50 age-/gender-matched controls underwent structural MRI and audiometry. Patients were stratified by hearing level into 22 with hearing loss (T+HL) and 28 without (T-HL). To investigate structural brain patterns specific to tinnitus and hearing loss, Source-Based Morphometry (SBM), a multivariate analytical approach based on Independent Component Analysis (ICA), was applied to identify covarying patterns of GMV. The associations between these structural covariance patterns and clinical characteristics were examined using Spearman's correlation analysis. RESULTS Our results showed that in T-HL patients, structural abnormalities in the medial prefrontal cortex, precuneus, and auditory cortex were negatively correlated with tinnitus distress. In contrast, in T+HL patients, abnormalities in the insular structural brain pattern were negatively associated with depressive symptoms. CONCLUSIONS Our findings revealed that tinnitus-related structural brain patterns involve regions such as the middle frontal gyrus, supplementary motor area (SMA), and anterior cingulate cortex (ACC), with these changes negatively correlating with tinnitus distress, suggesting adaptive mechanisms in tinnitus perception. Moreover, the structural brain pattern involving the insula, putamen, and superior temporal gyrus appears to be primarily driven by hearing loss. These findings support audiometric-based subgrouping in tinnitus management.
Collapse
Affiliation(s)
- Li Qin
- Centre for Cognition and Brain Disorders/Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, PR China; TMS center, Deqing Hospital of Hangzhou Normal University, Deqing, Zhejiang, PR China
| | - Qiu Ge
- Centre for Cognition and Brain Disorders/Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, PR China; Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, Zhejiang, PR China.
| | - Chaoqi Shi
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Hangzhou Normal University, PR China.
| | - Jiayu Ni
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Hangzhou Normal University, PR China
| | - Zili Yin
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Hangzhou Normal University, PR China
| | - Enli Jin
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Hangzhou Normal University, PR China
| | - Jiaying Wang
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Hangzhou Normal University, PR China
| | - Yu-Feng Zang
- Centre for Cognition and Brain Disorders/Department of Neurology, The Affiliated Hospital of Hangzhou Normal University, PR China; Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, Zhejiang, PR China; TMS center, Deqing Hospital of Hangzhou Normal University, Deqing, Zhejiang, PR China.
| | - Yuan Li
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Hangzhou Normal University, PR China; Department of Otorhinolaryngology, Deqing Hospital of Hangzhou Normal University (The Third People's Hospital of Deqing), PR China.
| |
Collapse
|
2
|
Gong M, Han S, Shen Y, Li Y, Liu JS, Tao DD. Decoding tinnitus progression: neurochemical shifts in the anterior cingulate cortex revealed by magnetic resonance spectroscopy. Front Neurosci 2025; 19:1551106. [PMID: 40084135 PMCID: PMC11903401 DOI: 10.3389/fnins.2025.1551106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Accepted: 02/12/2025] [Indexed: 03/16/2025] Open
Abstract
Background Tinnitus persists as a significant public health challenge with elusive neurochemical underpinnings. Emerging evidence implicates dysregulated excitatory-inhibitory neurotransmission in the anterior cingulate cortex (ACC), a limbic-auditory hub governing tinnitus salience. This study investigates dynamic ACC neurochemical changes during tinnitus progression. Methods Using single-voxel magnetic resonance spectroscopy (MRS), GABA+/creatine (Cr) and Glx (glutamate+glutamine)/Cr ratios were measured in the ACC of 16 recent-onset (RO; <6 months), 22 chronic (CH; ≥6 months) tinnitus patients, and 26 healthy controls (HC). Tinnitus severity was assessed via tinnitometry and Tinnitus Functional Index (TFI). Results RO patients exhibited significantly reduced ACC GABA+/Cr compared to CH and HC groups (p < 0.05), while CH and HC showed no differences. GABA+/Cr positively correlated with tinnitus duration across patients (r = 0.364, p = 0.025). Although Glx/Cr did not differ between groups, elevated Glx/Cr associated with higher tinnitus pitch-matching frequencies (r = 0.421, p = 0.008) and emotional distress (TFI-E; r = 0.370, p = 0.022), though these findings did not survive multiple comparison correction. Conclusion Early tinnitus is characterized by ACC GABAergic deficits, while chronicity features normalized GABA+/Cr levels-suggesting compensatory neuroplastic restoration of inhibition over time. Glutamatergic activity may modulate perceptual and emotional dimensions of tinnitus. These phase-specific ACC neurochemical shifts highlight potential therapeutic targets for arresting tinnitus progression. Longitudinal studies are warranted to validate temporal dynamics.
Collapse
Affiliation(s)
- Mengfang Gong
- Department of Ear, Nose, and Throat, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Shuting Han
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yongcong Shen
- Department of Ear, Nose, and Throat, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yonggang Li
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ji-Sheng Liu
- Department of Ear, Nose, and Throat, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Duo-Duo Tao
- Department of Ear, Nose, and Throat, The First Affiliated Hospital of Soochow University, Suzhou, China
| |
Collapse
|
3
|
Han S, Shen Y, Wu X, Dai H, Li Y, Liu J, Tao D. Topological features of brain functional networks are reorganized during chronic tinnitus: A graph-theoretical study. Eur J Neurosci 2025; 61:e16643. [PMID: 39803995 PMCID: PMC11727441 DOI: 10.1111/ejn.16643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 12/02/2024] [Indexed: 01/16/2025]
Abstract
This study aimed to investigate the topological properties of brain functional networks in patients with tinnitus of varying durations. A total of 51 tinnitus patients (divided into recent-onset tinnitus (ROT) and persistent tinnitus (PT) groups) and 27 healthy controls (HC) were recruited. All participants underwent resting-state functional MRI and audiological assessments. Graph theory was used to examine brain network topology. The results showed that the ROT group exhibited lower clustering coefficient, gamma, sigma and local efficiency compared to both the HC and PT groups (all P < 0.05). Significant reductions in nodal clustering coefficient and local efficiency were found in the left caudate nucleus and left olfactory cortex, while increased nodal centralities were observed in the left orbital middle frontal gyrus and left postcentral gyrus in ROT patients (all P < 0.05). Furthermore, the ROT group had decreased nodal clustering in the right lenticular putamen and reduced nodal efficiency in the left olfactory cortex compared to both PT patients and HCs (all P < 0.05). Additionally, PT patients showed weaker functional connectivity between the subcortical and occipital lobe modules, as well as between the prefrontal and intra-frontal modules, compared to ROT patients. However, intra-module connectivity in the subcortical module was stronger in PT patients than in HCs. These findings suggest that recent-onset tinnitus is associated with alterations in brain network topology, but many of these changes are restored with the persistence of tinnitus.
Collapse
Affiliation(s)
- Shuting Han
- Department of Radiologythe First Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Yongcong Shen
- Department of Ear, Nose, and ThroatThe First Affiliated of Soochow UniversitySuzhouChina
| | - Xiaojuan Wu
- Department of Radiologythe First Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Hui Dai
- Department of Radiologythe First Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Yonggang Li
- Department of Radiologythe First Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Jisheng Liu
- Department of Ear, Nose, and ThroatThe First Affiliated of Soochow UniversitySuzhouChina
| | - Duo‐duo Tao
- Department of Ear, Nose, and ThroatThe First Affiliated of Soochow UniversitySuzhouChina
| |
Collapse
|
4
|
Butt WWW, Wieland DR, Wang H, Lin CH, Wang JJ, Weng CH. Tinnitus and dementia risk: a nationwide population-based case-control study. J Laryngol Otol 2024; 138:1170-1175. [PMID: 39434591 PMCID: PMC11735190 DOI: 10.1017/s0022215124001130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 04/08/2024] [Accepted: 04/19/2024] [Indexed: 10/23/2024]
Abstract
OBJECTIVE This study aimed to determine if a history of tinnitus is associated with the risk of developing dementia. METHOD A nationwide population-based case-control study including all eligible adults in Taiwan. RESULTS A total of 15 686 patients were included in the study, with 7843 individuals making up each of the case and control groups. Patients with a history of tinnitus were associated with a statistically significant higher risk of being diagnosed with dementia before reaching 65 years old (50 years ≤ age <65 years) (adjusted odds ratio 2.68, 95 per cent confidence interval (CI) 1.19-6.05, p = 0.017). No statistical significance was found among those 65 years and older (adjusted odds ratio 1.17, 95 per cent CI 0.90-1.51, p = 0.235). CONCLUSION A history of tinnitus was associated with a 168 per cent increased risk of being diagnosed with dementia in those aged 50-65 years old. This association was not significant in those older than 65 years.
Collapse
Affiliation(s)
- Wesley W W Butt
- Internal Medicine, University of Pennsylvania Health System, Philadelphia, PA, USA
| | - Daniel R Wieland
- Department of Biomedical Engineering, University of Arizona, Tucson, AZ, USA
| | - Han Wang
- Department of Neurology, Mayo Clinic College of Medicine & Science, Rochester, MN, USA
- Department of Neurology, Mayo Clinic Health System, Mankato, MN, USA
| | - Ching-Heng Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Jing-Jie Wang
- Department of Otolaryngology, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chien-Hsiang Weng
- Department of Family Medicine, Brown University Warren Alpert Medical School, Providence, RI, USA
- Coastal Medical Lifespan, Providence, RI, USA
| |
Collapse
|
5
|
Curhan SG, Zeleznik OA, Curhan GC. Longitudinal study of seafood and fish oil supplement intake and risk of persistent tinnitus. Am J Clin Nutr 2024; 120:1409-1418. [PMID: 39349293 PMCID: PMC11619791 DOI: 10.1016/j.ajcnut.2024.09.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 09/24/2024] [Accepted: 09/26/2024] [Indexed: 10/02/2024] Open
Abstract
BACKGROUND Persistent tinnitus is common, disabling, and difficult to treat. Diet has been implicated in tinnitus etiology, but studies are inconsistent, and longitudinal data are scarce. Seafood intake is associated with a lower risk of hearing loss, but the longitudinal association with tinnitus is unknown. OBJECTIVES We examined the independent associations of seafood intake, fish oil supplement use, and risk of developing persistent tinnitus. METHODS This prospective cohort study followed 73,482 females in the Nurses' Health Study II from 1991 to 2021. Diet was assessed using a validated food frequency questionnaire every 4 y. Multivariable-adjusted Cox proportional hazards regression was used to evaluate independent associations between total seafood intake, specific types of fish, shellfish, fish oil supplements, and risk of persistent tinnitus (defined as tinnitus experienced daily). RESULTS After 1,998,421 person-y of follow-up, 9362 cases of incident persistent tinnitus were reported. Seafood intake was independently associated with a lower risk of developing persistent tinnitus. Compared with participants who never or rarely consumed seafood, the multivariable-adjusted hazard ratios (MVHRs; 95% confidence interval) for tinnitus were 0.87 (0.78, 0.95) among participants who consumed 1 serving/wk, 0.77 (0.68, 0.86) for 2-4 servings/wk, and 0.79 (0.64, 0.96) for 5+/servings/wk (P-trend < 0.0001). Examined individually, higher intakes of tuna fish, light-meat fish and shellfish were associated with lower risk. Compared with participants who never or rarely consumed the specific type, the MVHRs for consumption of 1+ servings/wk were 0.84 (0.78, 0.90) (P-trend < 0.0001) for tuna fish, 0.91 (0.83, 0.99) (P-trend = 0.04) for light-meat fish, and 0.82 (0.72, 0.93) (P-trend < 0.0001) for shellfish. A higher risk for dark-meat fish intake was suggested [MVHR: 1.09 (0.99, 1.21) (P-trend = 0.04)]. Fish oil supplement use (yes/no) was associated with higher risk [MVHR: 1.12 (1.06, 1.19)]. CONCLUSIONS Regular consumption of tuna fish, light-meat fish, or shellfish is associated with a lower risk of developing persistent tinnitus in females. Fish oil supplement use is associated with higher risk.
Collapse
Affiliation(s)
- Sharon G Curhan
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States.
| | - Oana A Zeleznik
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Gary C Curhan
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States; Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States
| |
Collapse
|
6
|
Pandey HR, Keshri A, Sinha N, Kumar U. Neuroanatomical correlates of subjective tinnitus: insights from advanced cortical morphology analysis. Cereb Cortex 2024; 34:bhae432. [PMID: 39505573 DOI: 10.1093/cercor/bhae432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 10/09/2024] [Accepted: 10/15/2024] [Indexed: 11/08/2024] Open
Abstract
Subjective tinnitus, characterized by the perception of phantom sounds in the absence of external stimuli, presents significant challenges in both audiology and neurology. Once thought to primarily involve aberrant neural activity within auditory pathways, it is now understood to engage a broader array of neuroanatomical structures. This study investigated the connections between auditory, cognitive, and sensory processing regions, which are crucial for unraveling the complex neurobiological basis of tinnitus. Using high-resolution T1-weighted magnetic resonance imaging, we compared 52 individuals with subjective tinnitus with 52 age-matched healthy controls, focusing on cerebral cortex features, including fractal dimensionality, gyrification, and sulcal depth. Covariate analyses were conducted to explore the relationships between tinnitus duration, Tinnitus Handicap Inventory scores, anxiety score, and neuroanatomical changes. We found significant alterations in key brain regions involved in sensory processing, cognition, and emotional regulation, including the insula, lateral occipital cortex, middle frontal gyrus, and superior parietal lobule. These neuroanatomical changes were strongly correlated with the severity and chronicity of tinnitus symptoms. Our findings reveal profound structural changes in the brain associated with subjective tinnitus, offering valuable insights into the condition's underlying mechanisms and providing a potential framework for guiding future research and therapeutic interventions.
Collapse
Affiliation(s)
- Himanshu R Pandey
- Department of Advanced Spectroscopy and Imaging, Centre of Bio-Medical Research, Sanjay Gandhi Postgraduate Institute of Medical Sciences Campus, Raebareli Road, Lucknow 226014, India
- Department of Physical and Biological Sciences, Academy of Scientific and Innovative Research (AcSIR), Kamla Nehru Nagar, Ghaziabad 201002, India
| | - Amit Keshri
- Department of Neurosurgery, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Raebareli Road, Lucknow 226014, India
| | - Neeraj Sinha
- Department of Advanced Spectroscopy and Imaging, Centre of Bio-Medical Research, Sanjay Gandhi Postgraduate Institute of Medical Sciences Campus, Raebareli Road, Lucknow 226014, India
- Department of Physical and Biological Sciences, Academy of Scientific and Innovative Research (AcSIR), Kamla Nehru Nagar, Ghaziabad 201002, India
| | - Uttam Kumar
- Department of Advanced Spectroscopy and Imaging, Centre of Bio-Medical Research, Sanjay Gandhi Postgraduate Institute of Medical Sciences Campus, Raebareli Road, Lucknow 226014, India
- Department of Physical and Biological Sciences, Academy of Scientific and Innovative Research (AcSIR), Kamla Nehru Nagar, Ghaziabad 201002, India
| |
Collapse
|
7
|
Du Y, Huang Z, Wu Y, Xue Y, Che Z. Glymphatic system dysfunction associated with cognitive impairment in chronic tinnitus patients. Front Neurosci 2024; 18:1455294. [PMID: 39308949 PMCID: PMC11412960 DOI: 10.3389/fnins.2024.1455294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 08/26/2024] [Indexed: 09/25/2024] Open
Abstract
Background The glymphatic system has been regarded as a pivotal factor in the pathogenesis of neurodegenerative diseases. Given the heightened risk of cognitive impairment in chronic tinnitus patients, the possible alterations of the glymphatic system in tinnitus patients remain elusive. This study was designed to evaluate glymphatic dysfunction in chronic tinnitus patients using the diffusion tensor imaging (DTI) along the perivascular space (DTI-ALPS) approach. Methods Fifty chronic tinnitus patients and 50 age, sex, and education-matched healthy controls (HCs) with normal hearing thresholds were recruited. The DTI-ALPS was calculated from each group. We investigated the differences in the DTI-ALPS index between the tinnitus patients and HCs. The relationships between the DTI-ALPS index and specific cognitive performance were further assessed. Results There were significant differences in the DTI-ALPS index between the two groups. The DTI-ALPS index was significantly lower in the tinnitus group than in HCs group (p < 0.01). In addition, the Dyyproj index was significantly higher in the tinnitus group than in the HC group (p < 0.01). In chronic tinnitus patients, the decreased DTI-ALPS index was negatively associated with worse TMT-B scores (r = -0.309, p = 0.039). Moreover, the increased Dyyproj index was negatively correlated with the reduced AVLT performances (r = -0.413, p = 0.005). Conclusion In this current study, glymphatic system activity in chronic tinnitus was investigated for the first time using DTI-ALPS index. Significant decrease in glymphatic system function was detected in chronic tinnitus, which correlated well with the specific cognitive performance. The current study may provide pivotal imaging markers for chronic tinnitus with cognitive impairment.
Collapse
Affiliation(s)
- Yinjuan Du
- Department of Otolaryngology-Head and Neck Surgery, Zhongda Hospital, Southeast University, Nanjing, China
| | - Zhichun Huang
- Department of Otolaryngology-Head and Neck Surgery, Zhongda Hospital, Southeast University, Nanjing, China
| | - Yuanqing Wu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yuan Xue
- Department of Otolaryngology, Nanjing Pukou People’s Hospital, Nanjing, China
| | - Zigang Che
- Department of Radiology, Nanjing Tongren Hospital, School of Medicine, Southeast University, Nanjing, China
| |
Collapse
|
8
|
Han SY, Kim H, Yun Y, Lee MJ, Lee JY, Park SW, Kim YK, Kim YH. Comparative study on structural and functional brain differences in mild cognitive impairment patients with tinnitus. Front Aging Neurosci 2024; 16:1470919. [PMID: 39286459 PMCID: PMC11402673 DOI: 10.3389/fnagi.2024.1470919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 08/20/2024] [Indexed: 09/19/2024] Open
Abstract
Objective Tinnitus may be associated with various brain changes. However, the degenerative changes in patients with tinnitus have not been extensively investigated. We aimed to evaluate degenerative, structural, and functional brain changes in patients with mild cognitive impairment (MCI) who also suffer from tinnitus. Materials and methods This study included participants aged 60 to 80 years with MCI and a hearing level better than 40 dB. The participants were classified into two groups: MCI with tinnitus (MCI-T) and MCI without tinnitus (MCI-NT). All patients underwent Tinnitus Handicap Inventory (THI), 3 T brain MRI, F18-florapronol PET, and F18-FDG PET. Results The MCI-T group exhibited higher β-amyloid deposition in the superior temporal gyrus, temporal pole, and middle temporal gyrus compared to the MCI-NT group (p < 0.05 for all). Additionally, the MCI-T group showed increased metabolism in the inferior frontal gyrus, insula, and anterior cingulate cortex (ACC) (p < 0.005 for all). The THI score was strongly correlated with increased volume in the insula, ACC, superior frontal gyrus, supplementary motor area, white matter near the hippocampus, and precentral gyrus (p < 0.05 for all). Moreover, the MCI-T group demonstrated higher metabolic activity in the default mode network (DMN) and lower activity in the executive control network (ECN) (p < 0.05 for all). In the MCI-T group, the posterior DMN was positively correlated with the visual network and negatively with the ECN, whereas in the MCI-NT group, it correlated positively with the ECN. Conclusion The MCI-T group exhibited greater β-amyloid accumulation in the auditory cortex and more extensive changes across various brain networks compared with the MCI-NT group, potentially leading to diverse clinical symptoms such as dementia with semantic deficits or depression. Tinnitus in MCI patients may serve as a biomarker for degenerative changes in the temporal lobe and alterations in brain network dynamics.
Collapse
Affiliation(s)
- Sang-Yoon Han
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Heejung Kim
- Department of Nuclear Medicine, Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
- Institute of Radiation Medicine, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Yejin Yun
- Department of Otorhinolaryngology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Min Jae Lee
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jun-Young Lee
- Department of Psychiatry, Seoul National University College of Medicine and Boramae Medical Center, Seoul, Republic of Korea
| | - Sun-Won Park
- Department of Radiology, Seoul National University College of Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Yu Kyeong Kim
- Department of Nuclear Medicine, Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Young Ho Kim
- Department of Otorhinolaryngology, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Otorhinolaryngology-Head and Neck Surgery, Boramae Medical Center, SMG-SNU, Seoul, Republic of Korea
| |
Collapse
|
9
|
Berger JI, Billig AJ, Sedley W, Kumar S, Griffiths TD, Gander PE. What is the role of the hippocampus and parahippocampal gyrus in the persistence of tinnitus? Hum Brain Mapp 2024; 45:e26627. [PMID: 38376166 PMCID: PMC10878198 DOI: 10.1002/hbm.26627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 01/12/2024] [Accepted: 02/04/2024] [Indexed: 02/21/2024] Open
Abstract
The hippocampus and parahippocampal gyrus have been implicated as part of a tinnitus network by a number of studies. These structures are usually considered in the context of a "limbic system," a concept typically invoked to explain the emotional response to tinnitus. Despite this common framing, it is not apparent from current literature that this is necessarily the main functional role of these structures in persistent tinnitus. Here, we highlight a different role that encompasses their most commonly implicated functional position within the brain-that is, as a memory system. We consider tinnitus as an auditory object that is held in memory, which may be made persistent by associated activity from the hippocampus and parahippocampal gyrus. Evidence from animal and human studies implicating these structures in tinnitus is reviewed and used as an anchor for this hypothesis. We highlight the potential for the hippocampus/parahippocampal gyrus to facilitate maintenance of the memory of the tinnitus percept via communication with auditory cortex, rather than (or in addition to) mediating emotional responses to this percept.
Collapse
Affiliation(s)
- Joel I. Berger
- Department of NeurosurgeryUniversity of IowaIowa CityIowaUSA
| | | | | | | | | | - Phillip E. Gander
- Department of NeurosurgeryUniversity of IowaIowa CityIowaUSA
- Department of RadiologyUniversity of IowaIowa CityIowaUSA
| |
Collapse
|
10
|
Fan T, Guan P, Zhong X, Xiang M, Peng Y, Zhou R, Gong J, Zheng Y, Dai A, Feng J, Yu H, Li J, Li H, Wang Y. Functional Connectivity Alterations and Molecular Characterization of the Anterior Cingulate Cortex in Tinnitus Pathology without Hearing Loss. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2304709. [PMID: 38009798 PMCID: PMC10797451 DOI: 10.1002/advs.202304709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/06/2023] [Indexed: 11/29/2023]
Abstract
Compared with individuals with hearing loss, tinnitus patients without hearing loss have more psychological or emotional problems. Tinnitus is closely associated to abnormal metabolism and function of the limbic system, a key brain region for emotion experience, but the underlying molecular mechanism remains unknown. Using whole-brain microvasculature dynamics imaging, the anterior cingulate cortex (ACC) is identified as a key brain region of limbic system involve in the onset of salicylate-induced tinnitus in mice. In the tinnitus group, there is enhanced purine metabolism, oxidative phosphorylation, and a distinct pattern of phosphorylation in glutamatergic synaptic pathway according to the metabolome profiles, quantitative proteomic, and phosphoproteomic data of mice ACC tissue. Electroencephalogram in tinnitus patients with normal hearing thresholds show that the functional connectivity between pregenual anterior cingulate cortex and the primary auditory cortex is significantly increased for high-gamma frequency band, which is positively correlated with the serum glutamate level. These findings indicate that ACC plays an important role in the pathophysiology of tinnitus by interacting with the primary auditory cortex and provide potential molecular targets in the ACC for tinnitus treatment.
Collapse
Affiliation(s)
- Ting Fan
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Peng‐Fei Guan
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Xiao‐Fang Zhong
- Clinical Laboratory CenterChildren's Hospital of Fudan UniversityShanghai201102China
| | - Meng‐Ya Xiang
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Ying‐Qiu Peng
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Ruo‐Qiao Zhou
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Jia‐Min Gong
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
| | - Yu‐Qing Zheng
- Zhejiang Chinese Medical UniversityHangzhouZhejiang310053China
| | - A‐Qiang Dai
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
| | - Jia‐Ling Feng
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
| | - Hong‐Zhe Yu
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Jian Li
- Clinical Laboratory CenterChildren's Hospital of Fudan UniversityShanghai201102China
| | - Hua‐Wei Li
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| | - Yun‐Feng Wang
- ENT Institute and Department of OtorhinolaryngologyEYE & ENT HospitalFudan UniversityShanghai200031China
- NHC Key Laboratory of Hearing MedicineFudan UniversityShanghai200031China
| |
Collapse
|
11
|
任 柯, 刘 晖, 王 宇, 张 文, 杨 婷, 许 丽. [Progress in neural network mechanism of tinnitus using functional magnetic resonance imaging]. LIN CHUANG ER BI YAN HOU TOU JING WAI KE ZA ZHI = JOURNAL OF CLINICAL OTORHINOLARYNGOLOGY, HEAD, AND NECK SURGERY 2023; 37:582-587. [PMID: 37549953 PMCID: PMC10570109 DOI: 10.13201/j.issn.2096-7993.2023.07.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Indexed: 08/09/2023]
Abstract
Tinnitus refers to the perception of abnormal sound in the absence of external sound stimulation. It can have an impact on a person's mood, memory, attention, and mental state, although the mechanism of tinnitus is still unclear. In recent years, the research on the central neural mechanism of tinnitus has attracted the attention of scholars.Functional magnetic resonance imaging (fMRI),as an effective imaging technology, has been actively employed in this field. This paper provides a systematic summary of studies on the central neural mechanism of tinnitus by fMRI in recent years,revealed the changes of functional connections among tinnitus-related neural networks,such as auditory network,limbic system,default mode network and salience network. The central neural mechanism of tinnitus involves multiple networks that interact with each other. By understanding this mechanism, we hope to develop more targeted prevention and treatment strategies to help patients alleviate long-term tinnitus.
Collapse
Affiliation(s)
- 柯蕙 任
- 西安医学院(西安,710000)X'ian Medical College, Xi'an, 710000, China
| | - 晖 刘
- 陕西省人民医院耳鼻咽喉头颈外科Department of Otolaryngology Head and Neck Surgery, Shaanxi Provincial People's Hospital
| | - 宇娟 王
- 陕西省人民医院耳鼻咽喉头颈外科Department of Otolaryngology Head and Neck Surgery, Shaanxi Provincial People's Hospital
| | - 文 张
- 陕西省人民医院耳鼻咽喉头颈外科Department of Otolaryngology Head and Neck Surgery, Shaanxi Provincial People's Hospital
| | - 婷 杨
- 西安医学院(西安,710000)X'ian Medical College, Xi'an, 710000, China
| | - 丽丽 许
- 西安医学院(西安,710000)X'ian Medical College, Xi'an, 710000, China
| |
Collapse
|
12
|
Rosemann S, Rauschecker JP. Disruptions of default mode network and precuneus connectivity associated with cognitive dysfunctions in tinnitus. Sci Rep 2023; 13:5746. [PMID: 37029175 PMCID: PMC10082191 DOI: 10.1038/s41598-023-32599-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 03/29/2023] [Indexed: 04/09/2023] Open
Abstract
Tinnitus is the perception of a ringing, buzzing or hissing sound "in the ear" without external stimulation. Previous research has demonstrated changes in resting-state functional connectivity in tinnitus, but findings do not overlap and are even contradictory. Furthermore, how altered functional connectivity in tinnitus is related to cognitive abilities is currently unknown. Here we investigated resting-state functional connectivity differences between 20 patients with chronic tinnitus and 20 control participants matched in age, sex and hearing loss. All participants underwent functional magnetic resonance imaging, audiometric and cognitive assessments, and filled in questionnaires targeting anxiety and depression. Significant differences in functional connectivity between tinnitus patients and control participants were not obtained. However, we did find significant associations between cognitive scores and functional coupling of the default mode network and the precuneus with the superior parietal lobule, supramarginal gyrus, and orbitofrontal cortex. Further, tinnitus distress correlated with connectivity between the precuneus and the lateral occipital complex. This is the first study providing evidence for disruptions of default mode network and precuneus coupling that are related to cognitive dysfunctions in tinnitus. The constant attempt to decrease the tinnitus sensation might occupy certain brain resources otherwise available for concurrent cognitive operations.
Collapse
Affiliation(s)
- Stephanie Rosemann
- Laboratory of Integrative Neuroscience and Cognition, Department of Neuroscience, Georgetown University Medical Center, 3970 Reservoir Rd NW, Washington, DC, 20057, USA.
| | - Josef P Rauschecker
- Laboratory of Integrative Neuroscience and Cognition, Department of Neuroscience, Georgetown University Medical Center, 3970 Reservoir Rd NW, Washington, DC, 20057, USA
| |
Collapse
|
13
|
Smeele SJ, Adhia DB, De Ridder D. Feasibility and Safety of High-Definition Infraslow Pink Noise Stimulation for Treating Chronic Tinnitus—A Randomized Placebo-Controlled Trial. Neuromodulation 2022:S1094-7159(22)01339-3. [DOI: 10.1016/j.neurom.2022.10.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 12/03/2022]
|
14
|
Kok TE, Domingo D, Hassan J, Vuong A, Hordacre B, Clark C, Katrakazas P, Shekhawat GS. Resting-state Networks in Tinnitus : A Scoping Review. Clin Neuroradiol 2022; 32:903-922. [PMID: 35556148 PMCID: PMC9744700 DOI: 10.1007/s00062-022-01170-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/07/2022] [Indexed: 12/16/2022]
Abstract
Chronic subjective tinnitus is the constant perception of a sound that has no physical source. Brain imaging studies show alterations in tinnitus patients' resting-state networks (RSNs). This scoping review aims to provide an overview of resting-state fMRI studies in tinnitus, and to evaluate the evidence for changes in different RSNs. A total of 29 studies were included, 26 of which found alterations in networks such as the auditory network, default mode network, attention networks, and visual network; however, there is a lack of reproducibility in the field which can be attributed to the use of different regions of interest and analytical methods per study, and tinnitus heterogeneity. Future studies should focus on replication by using the same regions of interest in their analysis of resting-state data, and by controlling adequately for potential confounds. These efforts could potentially lead to the identification of a biomarker for tinnitus in the future.
Collapse
Affiliation(s)
| | - Deepti Domingo
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Joshua Hassan
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Alysha Vuong
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Brenton Hordacre
- Innovation, IMPlementation and Clinical Translation (IIMPACT) in Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Chris Clark
- Great Ormond Street Institute of Child Health, Department of Developmental Imaging and Biophysics, University College London, London, UK
| | | | - Giriraj Singh Shekhawat
- Ear Institute, University College London, London, UK.
- College of Medicine and Public Health, Flinders University, Adelaide, Australia.
- Tinnitus Research Initiative, Regensburg, Germany.
| |
Collapse
|
15
|
Comparison of Different Therapeutic Effects of T-MIST for Chronic Idiopathic Tinnitus. BIOMED RESEARCH INTERNATIONAL 2022; 2022:9236822. [PMID: 36212710 PMCID: PMC9537013 DOI: 10.1155/2022/9236822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 09/08/2022] [Indexed: 11/18/2022]
Abstract
Objective. Tinnitus, as a common clinical symptom, has the characteristics of high incidence and great heterogeneity among different patients. As one of the common treatment strategies for tinnitus, this study is aimed at exploring the factors influencing tinnitus sound therapy and the correlation between different tinnitus acoustic characteristics. Methods. 315 patients with chronic tinnitus were enrolled and divided into three groups according to the tinnitus multielement integration sound therapy (T-MIST): (1) vanishing, (2) remission, and (3) unchanged. The general characteristics, psychoacoustic scores (tinnitus handicap inventory (THI) and visual analog scale (VAS)), residual inhibition (RI), degree of hearing loss, and tinnitus characteristics of each group were compared. Finally, we analyze the predictive significance of different features for acoustic effects. Results. The frequency of tinnitus in the vanishing group was higher than that in the remission and unchanged groups (
). There were no differences in age, initial onset time, course of the disease, and VSAD between the vanishing group and the unchanged group (
). High-frequency tinnitus may predict the vanishing of tinnitus after treatment (
), but the degree of hearing loss, tinnitus characteristics (loudness and frequency), and psychoacoustic score (THI and VAS) were only weakly correlated (
). Residual inhibition test (RI) was an independent risk factor for the efficacy of acoustic therapy (
). Conclusion. The patients were divided into three groups by T-MIST treatment effect; Kruskal-Wallis test and chi-square test were used to compare the baseline information of each group. Then, we analyzed the correlation between patient characteristics and psychoacoustic scores. Finally, logistic regression was performed to explore predictors that might influence the treatment effect. High-frequency tinnitus may have a better therapeutic effect; age, disease course, and other factors can not be stable explanation factors for a poor therapeutic effect of tinnitus. The residual inhibition (RI) test was an independent factor in predicting the efficacy of T-MIST.
Collapse
|
16
|
Desai RI, Limoli CL, Stark CEL, Stark SM. Impact of spaceflight stressors on behavior and cognition: A molecular, neurochemical, and neurobiological perspective. Neurosci Biobehav Rev 2022; 138:104676. [PMID: 35461987 DOI: 10.1016/j.neubiorev.2022.104676] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 03/15/2022] [Accepted: 04/18/2022] [Indexed: 11/19/2022]
Abstract
The response of the human body to multiple spaceflight stressors is complex, but mounting evidence implicate risks to CNS functionality as significant, able to threaten metrics of mission success and longer-term behavioral and neurocognitive health. Prolonged exposure to microgravity, sleep disruption, social isolation, fluid shifts, and ionizing radiation have been shown to disrupt mechanisms of homeostasis and neurobiological well-being. The overarching goal of this review is to document the existing evidence of how the major spaceflight stressors, including radiation, microgravity, isolation/confinement, and sleep deprivation, alone or in combination alter molecular, neurochemical, neurobiological, and plasma metabolite/lipid signatures that may be linked to operationally-relevant behavioral and cognitive performance. While certain brain region-specific and/or systemic alterations titrated in part with neurobiological outcome, variations across model systems, study design, and the conspicuous absence of targeted studies implementing combinations of spaceflight stressors, confounded the identification of specific signatures having direct relevance to human activities in space. Summaries are provided for formulating new research directives and more predictive readouts of portending change in neurobiological function.
Collapse
Affiliation(s)
- Rajeev I Desai
- Harvard Medical School, McLean Hospital, Behavioral Biology Program, Belmont, MA 02478, USA.
| | - Charles L Limoli
- Department of Radiation Oncology, University of California Irvine, Medical Sciences I, B146B, Irvine, CA 92697, USA
| | - Craig E L Stark
- Department of Neurobiology of Behavior, University of California Irvine, 1400 Biological Sciences III, Irvine, CA 92697, USA
| | - Shauna M Stark
- Department of Neurobiology of Behavior, University of California Irvine, 1400 Biological Sciences III, Irvine, CA 92697, USA
| |
Collapse
|
17
|
Li Z, Wang X, Shen W, Yang S, Zhao DY, Hu J, Wang D, Liu J, Xin H, Zhang Y, Li P, Zhang B, Cai H, Liang Y, Li X. Objective Recognition of Tinnitus Location Using Electroencephalography Connectivity Features. Front Neurosci 2022; 15:784721. [PMID: 35058742 PMCID: PMC8764239 DOI: 10.3389/fnins.2021.784721] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 11/16/2021] [Indexed: 11/26/2022] Open
Abstract
Purpose: Tinnitus is a common but obscure auditory disease to be studied. This study will determine whether the connectivity features in electroencephalography (EEG) signals can be used as the biomarkers for an efficient and fast diagnosis method for chronic tinnitus. Methods: In this study, the resting-state EEG signals of tinnitus patients with different tinnitus locations were recorded. Four connectivity features [including the Phase-locking value (PLV), Phase lag index (PLI), Pearson correlation coefficient (PCC), and Transfer entropy (TE)] and two time-frequency domain features in the EEG signals were extracted, and four machine learning algorithms, included two support vector machine models (SVM), a multi-layer perception network (MLP) and a convolutional neural network (CNN), were used based on the selected features to classify different possible tinnitus sources. Results: Classification accuracy was highest when the SVM algorithm or the MLP algorithm was applied to the PCC feature sets, achieving final average classification accuracies of 99.42 or 99.1%, respectively. And based on the PLV feature, the classification result was also particularly good. And MLP ran the fastest, with an average computing time of only 4.2 s, which was more suitable than other methods when a real-time diagnosis was required. Conclusion: Connectivity features of the resting-state EEG signals could characterize the differentiation of tinnitus location. The connectivity features (PCC and PLV) were more suitable as the biomarkers for the objective diagnosing of tinnitus. And the results were helpful for clinicians in the initial diagnosis of tinnitus.
Collapse
Affiliation(s)
| | - Xinzui Wang
- Jihua Laboratory, Foshan, China.,Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China
| | - Weidong Shen
- Department of Otolaryngology, Head and Neck Surgery, Chinese PLA General Hospital, Institute of Otolaryngology, Beijing, China
| | - Shiming Yang
- Department of Otolaryngology, Head and Neck Surgery, Chinese PLA General Hospital, Institute of Otolaryngology, Beijing, China
| | | | - Jimin Hu
- Jiangsu Testing and Inspection Institute for Medical Devices, Nanjing, China
| | - Dawei Wang
- Jiangsu Testing and Inspection Institute for Medical Devices, Nanjing, China
| | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Dorsey S, Ahmed F. Developments in distinguishing secondary vascular headache from primary headache disorders in clinical practice. Expert Rev Neurother 2021; 21:1357-1369. [PMID: 34553658 DOI: 10.1080/14737175.2021.1984882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Vascular headaches are secondary headache disorders with potentially devastating consequences if missed. Clinicians often struggle to distinguish these from primary headache disorders whereby there is no underlying structural pathology. Here, the authors describe the advancement in our understanding of vascular headache disorders, their clinical presentation and the developments in neuroimaging that facilitate diagnosis. AREAS COVERED Here the authors discuss the definition of primary and secondary headache disorders. They review the literature on the presentation, choice of neuroimaging and diagnostic tools that can be used to diagnose specific vascular headaches including Carotid or Vertebral artery dissection, Stroke, Temporal Arteritis, subarachnoid hemorrhage, cerebral venous thrombosis, Reversible Cerebral Vasoconstriction syndrome, Primary angiitis, AV malformation and Genetic vasculopathy. The authors discuss the influence of Covid-19 on the management of patients with headache. EXPERT OPINION Whilst developments in neuroimaging have been of paramount importance in the diagnosis of vascular headache disorders, there is no substitute for meticulous history taking and examination. Research has aided our understanding of clinical presentation, however further studies are needed as well as increased education of neurologists and acute physicians.
Collapse
Affiliation(s)
- Sophie Dorsey
- Department of Neurology, Hull University Teaching Hospitals, Hull, UK
| | - Fayyaz Ahmed
- Department of Neurology, Hull University Teaching Hospitals, Hull, UK.,Department of Neurosciences, Hull York Medical School, Hull, UK
| |
Collapse
|
19
|
Lee SY, Chang M, Kwon B, Choi BY, Koo JW, Moon T, De Ridder D, Vanneste S, Song JJ. Is the posterior cingulate cortex an on-off switch for tinnitus?: A comparison between hearing loss subjects with and without tinnitus. Hear Res 2021; 411:108356. [PMID: 34600166 DOI: 10.1016/j.heares.2021.108356] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 08/14/2021] [Accepted: 09/20/2021] [Indexed: 12/29/2022]
Abstract
As the human brain works in a Bayesian manner to minimize uncertainty toward external stimuli, the deafferented brain may generate tinnitus in an attempt to fill in missing auditory information, e.g. due to hearing loss. However, not everybody with hearing loss develops tinnitus. Understanding the differences between people with hearing loss who develop tinnitus versus those who do not offers a unique opportunity to unravel critical brain areas involved in the generation of a phantom sound. In this study, we compared resting-state quantitative electroencephalography between hearing loss patients with (HL-T) and without tinnitus (HL-NT) to identify cortical oscillatory signatures that may reveal prerequisites for the selective development of tinnitus in subjects with hearing loss. We enrolled 65 subjects with HL-NT and 65 subjects with HL-T whose tinnitus handicap inventory scores were <16 (grade 1) to minimize the bias induced by distress-induced cortical activity changes. Subjects in the HL-T and HL-NT groups were matched in terms of the bilateral hearing threshold (0.25-8 kHz) using nearest neighbor method. Compared to the HL-NT group, the HL-T group showed significantly higher activity in the right parahippocampus for the beta 1 frequency band, in the left inferior parietal lobule (IPL) for the beta 2 frequency band, and in the right IPL for the beta 3- and gamma frequency bands. Functional connectivity analyses revealed that the HL-T group had significantly higher connectivity than the HL-NT group between both parahippocampal gyri and the right IPL for the delta frequency band, and between the left posterior cingulate cortex (PCC) and right IPL for the beta 2 frequency band. These results suggest that tinnitus may be perceived only if auditory memory stored in the parahippocampus is actively linked to the IPL-based "circuit breaker" system and the circuit breaker signal is connected to the PCC-based default mode network (DMN). Thus, when the circuit breaker system regards tinnitus secondary to peripheral deafferentation as a salient event and then the DMN regards tinnitus as a norm, subjects with hearing loss may consciously perceive tinnitus. The results of this study further refine the recently proposed Bayesian model and decipher the neurobiological mechanism of the selective development of tinnitus in subjects with hearing loss.
Collapse
Affiliation(s)
- Sang-Yeon Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, 13620, Korea
| | - Munyoung Chang
- Department of Otorhinolaryngology-Head and Neck Surgery, College of Medicine, Chung-Ang University, Seoul, Korea
| | | | - Byung Yoon Choi
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, 13620, Korea
| | - Ja-Won Koo
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, 13620, Korea
| | - Taesup Moon
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea
| | - Dirk De Ridder
- Unit of Neurosurgery, Department of Surgical Sciences, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Sven Vanneste
- Lab for Clinical & Integrative Neuroscience, Trinity College of Neuroscience, Trinity College Dublin, Ireland
| | - Jae-Jin Song
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, 13620, Korea..
| |
Collapse
|
20
|
Risk of early-onset dementia among persons with tinnitus: a retrospective case-control study. Sci Rep 2021; 11:13399. [PMID: 34183724 PMCID: PMC8238939 DOI: 10.1038/s41598-021-92802-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 06/16/2021] [Indexed: 12/13/2022] Open
Abstract
Higher rates of poor cognitive performance are known to prevail among persons with tinnitus in all age groups. However, no study has explored the association between tinnitus and early-onset dementia. We hypothesize that tinnitus may precede or occur concurrently with subclinical or early onset dementia in adults younger than 65 years of age. This case–control study used data from the Taiwan National Health Insurance Research Database, identifying 1308 patients with early-onset dementia (dementia diagnosed before 65 years of age) and 1308 matched controls. We used multivariable logistic regressions to estimate odds ratios (ORs) for prior tinnitus among patients with dementia versus controls. Among total 2616 sample participants, the prevalence of prior tinnitus was 18%, 21.5% among cases and 14.5% among controls (p < 0.001). Multivariable logistic regression showed and adjusted OR for prior tinnitus of 1.6 for cases versus controls (95% CI: 1.3 ~ 2.0). After adjusting for sociodemographic characteristics and medical co-morbidities, patients with early-onset dementia had a 67% higher likelihood of having prior tinnitus (OR = 1.628; 95% CI = 1.321–2.006). Our findings showed that pre-existing tinnitus was associated with a 68% increased risk of developing early-onset dementia among young and middle-aged adults. The results call for greater awareness of tinnitus as a potential harbinger of future dementia in this population.
Collapse
|
21
|
Participation of the Anterior Cingulate Cortex in Sodium Salicylate-induced Tinnitus. Otol Neurotol 2021; 42:e1134-e1142. [PMID: 33859133 DOI: 10.1097/mao.0000000000003183] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
HYPOTHESIS The anterior cingulate cortex (ACC) participates in sodium salicylate (SS)-induced tinnitus through alteration of the disordered neural activity and modulates the neuronal changes in the auditory cortex (AC). BACKGROUND Although the mechanism underlying tinnitus remains unclear, the crucial roles of the auditory center and limbic system in this process have been elucidated. Recent reports suggest that dysfunction of the ACC, an important component of the limbic system that regulates and controls the conduction of multiple sensations, is involved in tinnitus. Although altered functional connectivity between the ACC and the auditory system has been observed in humans with tinnitus, the underlying neuronal mechanism remains unexplored. METHODS SS (350 mg/kg, 10%, i.p.) was used to yield tinnitus model in rats, followed by comparison of the alteration in the spontaneous firing rate (SFR), local field potential (LFP), and extracellular glutamic acid in the ACC. The responses of neurons in the AC to electrical stimulation from the ACC were also observed. RESULTS We determined significant increases in the neuronal SFR and extracellular glutamate level in the ACC after SS injection (p < 0.05). These effects were accompanied by decreased alpha band activity and increased beta and gamma band activity (p < 0.05). In the majority of AC neurons, the SFR decreased in response to ACC stimulation (p < 0.05). CONCLUSIONS Our results demonstrated that disordered neural activity in the ACC contributes to SS-induced tinnitus and that ACC activation can modulate AC activity.
Collapse
|
22
|
Wei X, Lv H, Chen Q, Wang Z, Liu C, Zhao P, Gong S, Yang Z, Wang Z. Cortical Thickness Alterations in Patients With Tinnitus Before and After Sound Therapy: A Surface-Based Morphometry Study. Front Neurosci 2021; 15:633364. [PMID: 33746699 PMCID: PMC7973008 DOI: 10.3389/fnins.2021.633364] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 02/12/2021] [Indexed: 01/21/2023] Open
Abstract
This study aimed to explore brain surface-based morphometry cortical thickness changes in patients with idiopathic tinnitus before and after 24 weeks of sound therapy. In this prospective observational study, we recruited 33 tinnitus patients who had undergone 24 weeks of sound therapy and 26 matched healthy controls. For the two groups of subjects, a 3D-BRAVO pulse sequence was acquired both at baseline and at the 24th week. Structural image data preprocessing was performed using the DPABISurf toolbox. The Tinnitus Handicap Inventory (THI) score was assessed to determine the severity of tinnitus before and after treatment. Two-way mixed-model analysis of variance (ANOVA) and Pearson’s correlation analysis were used in the statistical analysis. Student–Newman–Keuls (SNK) tests were used in the post hoc analysis. Significantly lower cortical thickness was found in the left somatosensory and motor cortex (SMC), left posterior cingulate cortex (PCC), and right orbital and polar frontal cortex (OPFC) of the participants in the tinnitus group at baseline than in the participants in the HC group at baseline and after 24 weeks; in the tinnitus group, significantly higher cortical thickness was found after the 24 weeks sound therapy in comparison to the baseline in the left SMC, bilateral superior parietal cortex (SPC), left inferior parietal cortex (IPC), left PCC, and right OPFC. In the HC group, no statistically significant difference in cortical thickness was found after the 24 weeks treatment in comparison to the baseline in the bilateral SMC, bilateral SPC, left IPC, left PCC, or right OPFC. The changes in cortical thickness before and after sound therapy can provide certain reference values for clinical tinnitus treatment. These brain regions could serve as potential targets for neuroimaging.
Collapse
Affiliation(s)
- Xuan Wei
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Han Lv
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Qian Chen
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhaodi Wang
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Chunli Liu
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Pengfei Zhao
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Shusheng Gong
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhenghan Yang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhenchang Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
23
|
Hu J, Cui J, Xu JJ, Yin X, Wu Y, Qi J. The Neural Mechanisms of Tinnitus: A Perspective From Functional Magnetic Resonance Imaging. Front Neurosci 2021; 15:621145. [PMID: 33642982 PMCID: PMC7905063 DOI: 10.3389/fnins.2021.621145] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 01/05/2021] [Indexed: 12/18/2022] Open
Abstract
Tinnitus refers to sound perception in the absence of external sound stimulus. It has become a worldwide problem affecting all age groups especially the elderly. Tinnitus often accompanies hearing loss and some mood disorders like depression and anxiety. The comprehensive adverse effects of tinnitus on people determine the severity of tinnitus. Understanding the mechanisms of tinnitus and related discomfort may be beneficial to the prevention and treatment, and then getting patients out of tinnitus distress. Functional magnetic resonance imaging (fMRI) is a powerful technique for characterizing the intrinsic brain activity and making us better understand the tinnitus neural mechanism. In this article, we review fMRI studies published in recent years on the neuroimaging mechanisms of tinnitus. The results have revealed various neural network alterations in tinnitus patients, including the auditory system, limbic system, default mode network, attention system, and some other areas involved in memory, emotion, attention, and control. Moreover, changes in functional connectivity and neural activity in these networks are related to the perception, persistence, and severity of tinnitus. In summary, the neural mechanism of tinnitus is a complex regulatory mechanism involving multiple networks. Future research is needed to study these neural networks more accurately to refine the tinnitus models.
Collapse
Affiliation(s)
- Jinghua Hu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Jinluan Cui
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Jin-Jing Xu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yuanqing Wu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Jianwei Qi
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| |
Collapse
|
24
|
Mohagheghian F, Khajehpour H, Samadzadehaghdam N, Eqlimi E, Jalilvand H, Makkiabadi B, Deevband MR. Altered effective brain network topology in tinnitus: An EEG source connectivity analysis. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2020.102331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
25
|
Alnajjar F, Zaier R, Khalid S, Gochoo M. Trends and Technologies in Rehabilitation of Foot Drop: A Systematic Review. Expert Rev Med Devices 2021; 18:31-46. [PMID: 33249938 DOI: 10.1080/17434440.2021.1857729] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2020] [Accepted: 11/26/2020] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Foot Drop (FD) is a condition, which is very commonly found in post-stoke patients; however it can also be seen in patients with multiple sclerosis, and cerebral palsy. It is a sign of neuromuscular damage caused by the weakness of the muscles. There are various approaches of FD's rehabilitation, such as physiotherapy, surgery, and the use of technological devices. Recently, researchers have worked on developing various technologies to enhance assisting and rehabilitation of FD. AREAS COVERED This review analyzes different types of technologies available for FD. This include devices that are available commercially or still under research. 101 studies published between 2015 and 2020 were identified for the review, many were excluded due to various reasons, e.g., were not robot-based devices, did not include FD as one of the targeted diseases, or was insufficient information. 24 studies that met our inclusion criteria were assessed. These studies were further classified into two different categories: robot-based ankle-foot orthosis (RAFO) and Functional Electrical Stimulation (FES) devices. EXPERT OPINION Studies included showed that both RAFO and FES showed considerable improvement in the gait cycle of the patients. Future trends are inclining towards integrating FES with other neuro-concepts such as muscle-synergies for further developments.
Collapse
Affiliation(s)
- Fady Alnajjar
- Department of Computer Science and Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain, UAE
- Intelligent Behavior Control Unit, RIKEN, Centre for Brain Science, Wako, Japan
| | - Riadh Zaier
- Department of Mechanical and Industrial Engineering, College of Engineering, Sultan Qaboos University, Al Khoudh, Muscat, Oman
| | - Sumayya Khalid
- Department of Computer Science and Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain, UAE
| | - Munkhjargal Gochoo
- Department of Computer Science and Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain, UAE
- School of Information and Communication Technology, Ulaanbaatar, Mongolia
| |
Collapse
|
26
|
范 欣, 宋 昱, 马 芙. [The physiological function of cingulate cortex and its role in the mechanism of tinnitus]. LIN CHUANG ER BI YAN HOU TOU JING WAI KE ZA ZHI = JOURNAL OF CLINICAL OTORHINOLARYNGOLOGY, HEAD, AND NECK SURGERY 2020; 34:1141-1144. [PMID: 33254354 PMCID: PMC10127784 DOI: 10.13201/j.issn.2096-7993.2020.12.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Indexed: 04/30/2023]
Abstract
Cingulate cortex, as an important part of limbic system, is connected with number of areas in the brain, which regulate and control the conduction of multiple sensations. Studies of tinnitus have shown that abnormal changes in cingulate cortex are involved in the process of tinnitus, and play a key role in noise cancelling, cognition and emotional experience of tinnitus. This paper reviews the physiological function of the cingulate cortex and its role in the mechanism of tinnitus, providing new ideas for the treatment of tinnitus.
Collapse
Affiliation(s)
| | | | - 芙蓉 马
- 北京大学第三医院耳鼻咽喉科(北京,100191)
- 马芙蓉,
| |
Collapse
|
27
|
Lan L, Li J, Chen Y, Chen W, Li W, Zhao F, Chen G, Liu J, Chen Y, Li Y, Wang CD, Zheng Y, Cai Y. Alterations of brain activity and functional connectivity in transition from acute to chronic tinnitus. Hum Brain Mapp 2020; 42:485-494. [PMID: 33090584 PMCID: PMC7776005 DOI: 10.1002/hbm.25238] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 09/04/2020] [Accepted: 09/29/2020] [Indexed: 02/06/2023] Open
Abstract
The objective of this study was to investigate alterations to brain activity and functional connectivity in patients with tinnitus, exploring neural features in the transition from acute to chronic phantom perception. Twenty‐four patients with acute tinnitus, 23 patients with chronic tinnitus, and 32 healthy controls were recruited. High‐density electroencephalography (EEG) was used to explore changes in brain areas and functional connectivity in different groups. When compared with healthy subjects, acute tinnitus patients had a significant reduction in superior frontal cortex activity across all frequency bands, whereas chronic tinnitus patients had a significant reduction in the superior frontal cortex at beta 3 and gamma frequency bands as well as a significant increase in the inferior frontal cortex at delta‐band and superior temporal cortex at alpha 1 frequency band. When compared to the chronic tinnitus group, the acute tinnitus group activity was significantly increased in the middle frontal and parietal gyrus at the gamma‐band. Functional connectivity analysis showed that the chronic tinnitus group had increased connections between the parahippocampus gyrus, posterior cingulate cortex, and precuneus when compared with the healthy group. Alterations of local brain activity and connections between the parahippocampus gyrus and other nonauditory areas appeared in the transition from acute to chronic tinnitus. This indicates that the appearance and development of tinnitus is a dynamic process involving aberrant local neural activity and abnormal connectivity in multifunctional brain networks.
Collapse
Affiliation(s)
- Liping Lan
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Jiahong Li
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Yanhong Chen
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Wan Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wenrui Li
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Fei Zhao
- Department of Speech and Language Therapy and Hearing Science, Cardiff Metropolitan University, Cardiff, UK.,Department of Hearing and Speech Science, Xinhua College, Sun Yat-Sen University, Guangzhou, China
| | - Guisheng Chen
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Jiahao Liu
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Yuchen Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yuanqing Li
- School of Automation Science and Engineering, South China University of Technology, Guangzhou, China
| | - Chang-Dong Wang
- School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China
| | - Yiqing Zheng
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| | - Yuexin Cai
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou City, Guangdong Province, China.,Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou City, Guangdong Province, China
| |
Collapse
|
28
|
Cai Y, Xie M, Su Y, Tong Z, Wu X, Xu W, Li J, Zhao F, Dang C, Chen G, Lan L, Shen J, Zheng Y. Aberrant Functional and Causal Connectivity in Acute Tinnitus With Sensorineural Hearing Loss. Front Neurosci 2020; 14:592. [PMID: 32714128 PMCID: PMC7340148 DOI: 10.3389/fnins.2020.00592] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 05/14/2020] [Indexed: 12/18/2022] Open
Abstract
PURPOSE The neural bases in acute tinnitus remains largely undetected. The objective of this study was to identify the alteration of the brain network involved in patients with acute tinnitus and hearing loss. METHODS Acute tinnitus patients (n = 24) with hearing loss and age-, sex-, education-matched healthy controls (n = 21) participated in the current study and underwent resting-state functional magnetic resonance imaging (fMRI) scanning. Regional homogeneity and amplitude of low-frequency fluctuation were used to investigate the local spontaneous neural activity and functional connectivity (FC), and Granger causality analysis (GCA) was used to analyze the undirected and directed connectivity of brain regions. RESULTS Compared with healthy subjects, acute tinnitus patients had a general reduction in FC between auditory and non-auditory brain regions. Based on FC analysis, the superior temporal gyrus (STG) revealed reduced undirected connectivity with non-auditory brain regions including the amygdala (AMYG), nucleus accumbens (NAc), the cerebellum, and postcentral gyrus (PoCG). Using the GCA algorithm, increased effective connectivity from the right AMYG to the right STG, and reduced connectivity from the right PoCG to the left NAc was observed in acute tinnitus patients with hearing loss. The pure-tone threshold was positively correlated with FC between the AMYG and STG, and negatively correlated with FC between the left NAc and the right PoCG. In addition, a negative association between the GCA value from the right PoCG to the left NAc and the THI scores was observed. CONCLUSION Acute tinnitus patients have aberrant FC strength and causal connectivity in both the auditory and non-auditory cortex, especially in the STG, AMYG, and NAc. The current findings will provide a new perspective for understanding the neuropathophysiological mechanism in acute tinnitus.
Collapse
Affiliation(s)
- Yuexin Cai
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| | - Mingwei Xie
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yun Su
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhaopeng Tong
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| | - Xiaoyan Wu
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wenchao Xu
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| | - Jiahong Li
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| | - Fei Zhao
- Department of Speech and Language Therapy and Hearing Science, Cardiff Metropolitan University, Cardiff, United Kingdom
- Department of Hearing and Speech Science, Xinhua College, Sun Yat-sen University, Guangzhou, China
| | - Caiping Dang
- Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou, China
- Department of Psychology, Guangzhou Medical University, Guangzhou, China
| | - Guisheng Chen
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| | - Liping Lan
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| | - Jun Shen
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yiqing Zheng
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Hearing and Speech-Language Science, Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
29
|
Han JJ, Ridder DD, Vanneste S, Chen YC, Koo JW, Song JJ. Pre-treatment Ongoing Cortical Oscillatory Activity Predicts Improvement of Tinnitus After Partial Peripheral Reafferentation With Hearing Aids. Front Neurosci 2020; 14:410. [PMID: 32457569 PMCID: PMC7221249 DOI: 10.3389/fnins.2020.00410] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 04/03/2020] [Indexed: 12/15/2022] Open
Abstract
Although hearing aids (HAs) are sometimes efficacious in abating tinnitus, the precise mechanism underlying their effect is unclear and predictors of symptom improvement have not been determined. Here, we examined the correlation between the amount of tinnitus improvement and pre-HA quantitative electroencephalography (qEEG) findings to investigate cortical predictors of improvement after wearing HAs. QEEG data of thirty-three patients with debilitating tinnitus were retrospectively correlated with the percentage improvements in tinnitus handicap inventory and the numerical rating scale scores of tinnitus. Activation of brain areas involved in the default mode network (DMN; inferior parietal lobule, parahippocampus, and posterior cingulate cortex) were found to be a negative predictor of improvement in tinnitus-related distress after wearing HAs. In addition, higher pre-HA cortical power at the medial auditory processing system or higher functional connectivity of the lateral/medial auditory pathway to the DMN was found to serve as a positive prognostic indicator with regard to improvement of tinnitus-related distress. In addition, insufficient activity of the pre-treatment noise canceling system tended to be a negative predictor of tinnitus perception improvement after wearing HAs. The current study may serve as a milestone toward a pre-HAs prediction strategy for tinnitus improvements in subjects with hearing loss and severe tinnitus.
Collapse
Affiliation(s)
- Jae Joon Han
- Department of Otorhinolaryngology-Head and Neck Surgery, Soonchunhyang University College of Medicine, Seoul Hospital, Seoul, South Korea
| | - Dirk De Ridder
- Unit of Neurosurgery, Department of Surgical Sciences, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Sven Vanneste
- Lab for Clinical and Integrative Neuroscience, Trinity College of Neuroscience, Trinity College Dublin, Dublin, Ireland.,Lab for Clinical and Integrative Neuroscience, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas, TX, United States
| | - Yu-Chen Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Ja-Won Koo
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seoul, South Korea
| | - Jae-Jin Song
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seoul, South Korea
| |
Collapse
|
30
|
Bae EB, Lee JH, Song JJ. Single-Session of Combined tDCS-TMS May Increase Therapeutic Effects in Subjects With Tinnitus. Front Neurol 2020; 11:160. [PMID: 32292383 PMCID: PMC7118567 DOI: 10.3389/fneur.2020.00160] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Accepted: 02/19/2020] [Indexed: 12/21/2022] Open
Abstract
To treat motor and psychiatric disorders, transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS) are used in clinics worldwide. We combined these two types of neuromodulation technique to increase the effective response of a single session of neuromodulation in subjective tinnitus. Eighty tinnitus subjects were split into four different treatment groups: tDCS, tDCS with sham TMS, tDCS-TMS, and TMS group. Subjects were given 1.5 mA tDCS on the bi-frontal area and TMS stimulated the contralateral single side of the temporo-parietal cortex with 200 pulses at 1 Hz stimulation. Comparing pre-treatment questionnaire scores to post-treatment questionnaire scores, all four groups showed statistically significant improvements. Although there was no significant difference among group comparison, the largest mean difference was shown in the combined group, especially for tinnitus intensity and tinnitus-related distress. Responders in the combined group were the highest for VAS intensity, with a maximum of 80% of twenty subjects. To summarize, dual-neuromodulation responders could consist of responders of frontal tDCS and temporal TMS. In addition, abnormal activity in the frontal or temporal area of the responders is presumed to be modulated by treatment and will be suggested as the target areas in future studies.
Collapse
Affiliation(s)
- Eun Bit Bae
- Interdisciplimentary Program in Neuroscience, Seoul National University, Seoul, South Korea.,Laboratory of Electrophysiology, Department of Otorhinolaryngology, Center of Medical Research Innovation, Seoul National University Hospital, Seoul, South Korea.,Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam-si, South Korea
| | - Jun Ho Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jae-Jin Song
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam-si, South Korea
| |
Collapse
|
31
|
Kapolowicz MR, Thompson LT. Plasticity in Limbic Regions at Early Time Points in Experimental Models of Tinnitus. Front Syst Neurosci 2020; 13:88. [PMID: 32038184 PMCID: PMC6992603 DOI: 10.3389/fnsys.2019.00088] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 12/23/2019] [Indexed: 01/09/2023] Open
Abstract
Tinnitus is one of the most prevalent auditory disorders worldwide, manifesting in both chronic and acute forms. The pathology of tinnitus has been mechanistically linked to induction of harmful neural plasticity stemming from traumatic noise exposure, exposure to ototoxic medications, input deprivation from age-related hearing loss, and in response to injuries or disorders damaging the conductive apparatus of the ears, the cochlear hair cells, the ganglionic cells of the VIIIth cranial nerve, or neurons of the classical auditory pathway which link the cochlear nuclei through the inferior colliculi and medial geniculate nuclei to auditory cortices. Research attempting to more specifically characterize the neural plasticity occurring in tinnitus have used a wide range of techniques, experimental paradigms, and sampled at different windows of time to reach different conclusions about why and which specific brain regions are crucial in the induction or ongoing maintenance of tinnitus-related plasticity. Despite differences in experimental methodologies, evidence reveals similar findings that strongly suggest that immediate and prolonged activation of non-classical auditory structures (i.e., amygdala, hippocampus, and cingulate cortex) may contribute to the initiation and development of tinnitus in addition to the ongoing maintenance of this devastating condition. The overarching focus of this review, therefore, is to highlight findings from the field supporting the hypothesis that abnormal early activation of non-classical sensory limbic regions are involved in tinnitus induction, with activation of these regions continuing to occur at different temporal stages. Since initial/early stages of tinnitus are difficult to control and to quantify in human clinical populations, a number of different animal paradigms have been developed and assessed in experimental investigations. Reviews of traumatic noise exposure and ototoxic doses of sodium salicylate, the most prevalently used animal models to induce experimental tinnitus, indicate early limbic system plasticity (within hours, minutes, or days after initial insult), supports subsequent plasticity in other auditory regions, and contributes to the pathophysiology of tinnitus. Understanding this early plasticity presents additional opportunities for intervention to reduce or eliminate tinnitus from the human condition.
Collapse
Affiliation(s)
- Michelle R. Kapolowicz
- Center for Hearing Research, University of California, Irvine, Irvine, CA, United States
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, University of California, Irvine, Irvine, CA, United States
| | - Lucien T. Thompson
- Department of Neurobiology, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, TX, United States
| |
Collapse
|
32
|
Xu JJ, Cui J, Feng Y, Yong W, Chen H, Chen YC, Yin X, Wu Y. Chronic Tinnitus Exhibits Bidirectional Functional Dysconnectivity in Frontostriatal Circuit. Front Neurosci 2019; 13:1299. [PMID: 31866810 PMCID: PMC6909243 DOI: 10.3389/fnins.2019.01299] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 11/20/2019] [Indexed: 12/28/2022] Open
Abstract
Purpose The phantom sound of tinnitus is considered to be associated with abnormal functional coupling between the nucleus accumbens (NAc) and the prefrontal cortex, which may form a frontostriatal top-down gating system to evaluate and modulate sensory signals. Resting-state functional magnetic resonance imaging (fMRI) was used to recognize the aberrant directional connectivity of the NAc in chronic tinnitus and to ascertain the relationship between this connectivity and tinnitus characteristics. Methods Participants included chronic tinnitus patients (n = 50) and healthy controls (n = 55), matched for age, sex, education, and hearing thresholds. The hearing status of both groups was comparable. On the basis of the NAc as a seed region, a Granger causality analysis (GCA) study was conducted to investigate the directional connectivity and the relationship with tinnitus duration or distress. Results Compared with healthy controls, tinnitus patients exhibited abnormal directional connectivity between the NAc and the prefrontal cortex, principally the middle frontal gyrus (MFG), orbitofrontal cortex (OFC), and inferior frontal gyrus (IFG). Additionally, positive correlations between tinnitus handicap questionnaire (THQ) scores and increased directional connectivity from the right NAc to the left MFG (r = 0.357, p = 0.015) and from the right MFG to the left NAc (r = 0.626, p < 0.001) were observed. Furthermore, the enhanced directional connectivity from the right NAc to the right OFC was positively associated with the duration of tinnitus (r = 0.599, p < 0.001). Conclusion In concurrence with expectations, tinnitus distress was correlated with enhanced directional connectivity between the NAc and the prefrontal cortex. The current study not only helps illuminate the neural basis of the frontostriatal gating control of tinnitus sensation but also contributes to deciphering the neuropathological features of tinnitus.
Collapse
Affiliation(s)
- Jin-Jing Xu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Jinluan Cui
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yuan Feng
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Wei Yong
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Huiyou Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yu-Chen Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yuanqing Wu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| |
Collapse
|
33
|
Vanasse TJ, Franklin C, Salinas FS, Ramage AE, Calhoun VD, Robinson PC, Kok M, Peterson AL, Mintz J, Litz BT, Young-McCaughan S, Resick PA, Fox PT. A resting-state network comparison of combat-related PTSD with combat-exposed and civilian controls. Soc Cogn Affect Neurosci 2019; 14:933-945. [PMID: 31588508 PMCID: PMC6917024 DOI: 10.1093/scan/nsz072] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 08/09/2019] [Accepted: 08/24/2019] [Indexed: 12/30/2022] Open
Abstract
Resting-state functional connectivity (rsFC) is an emerging means of understanding the neurobiology of combat-related post-traumatic stress disorder (PTSD). However, most rsFC studies to date have limited focus to cognitively related intrinsic connectivity networks (ICNs), have not applied data-driven methodologies or have disregarded the effect of combat exposure. In this study, we predicted that group independent component analysis (GICA) would reveal group-wise differences in rsFC across 50 active duty service members with PTSD, 28 combat-exposed controls (CEC), and 25 civilian controls without trauma exposure (CC). Intranetwork connectivity differences were identified across 11 ICNs, yet combat-exposed groups were indistinguishable in PTSD vs CEC contrasts. Both PTSD and CEC demonstrated anatomically diffuse differences in the Auditory Vigilance and Sensorimotor networks compared to CC. However, intranetwork connectivity in a subset of three regions was associated with PTSD symptom severity among executive (left insula; ventral anterior cingulate) and right Fronto-Parietal (perigenual cingulate) networks. Furthermore, we found that increased temporal synchronization among visuospatial and sensorimotor networks was associated with worse avoidance symptoms in PTSD. Longitudinal neuroimaging studies in combat-exposed cohorts can further parse PTSD-related, combat stress-related or adaptive rsFC changes ensuing from combat.
Collapse
Affiliation(s)
- Thomas J Vanasse
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Department of Radiology, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Crystal Franklin
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Felipe S Salinas
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Department of Radiology, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Research and Development Service, South Texas Veterans Health Care System, San Antonio, TX 78229, USA
| | - Amy E Ramage
- Department of Communication Sciences and Disorders, College of Health and Human Services, University of New Hampshire, Durham, NH 03824, USA
| | - Vince D Calhoun
- The Mind Research Network, Albuquerque, NM 87106, USA
- Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University 30302, Georgia Institute of Technology, Emory University 30322, Atlanta, GA, USA
| | - Paul C Robinson
- Carl R. Darnall Army Medical Center, Fort Hood, TX 76544, USA
| | - Mitchell Kok
- Carl R. Darnall Army Medical Center, Fort Hood, TX 76544, USA
| | - Alan L Peterson
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Research and Development Service, South Texas Veterans Health Care System, San Antonio, TX 78229, USA
- Department of Psychology, University of Texas, San Antonio, TX 78249, USA
| | - Jim Mintz
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Department of Epidemiology and Biostatistics, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Brett T Litz
- Massachusetts Veterans Epidemiological Research and Information Center, VA Boston Healthcare System, Boston, MA 02130, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA 02118, USA
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02215, USA
| | - Stacey Young-McCaughan
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Patricia A Resick
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27707, USA
| | - Peter T Fox
- Research Imaging Institute, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Department of Radiology, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX 78229, USA
- Research and Development Service, South Texas Veterans Health Care System, San Antonio, TX 78229, USA
| | | |
Collapse
|
34
|
Zhou GP, Shi XY, Wei HL, Qu LJ, Yu YS, Zhou QQ, Yin X, Zhang H, Tao YJ. Disrupted Intraregional Brain Activity and Functional Connectivity in Unilateral Acute Tinnitus Patients With Hearing Loss. Front Neurosci 2019; 13:1010. [PMID: 31607851 PMCID: PMC6761222 DOI: 10.3389/fnins.2019.01010] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 09/05/2019] [Indexed: 12/19/2022] Open
Abstract
Purpose The present study combined fractional amplitude of low-frequency fluctuations (fALFF), regional homogeneity (ReHo), and functional connectivity (FC) to explore brain functional abnormalities in acute tinnitus patients (AT) with hearing loss. Methods We recruited twenty-eight AT patients and 31 healthy controls (HCs) and ran resting-state functional magnetic resonance imaging (fMRI) scans. fALFF, ReHo, and FC were conducted and compared between AT patients and HCs. After that, we calculated correlation analyses among abnormal fALFF, ReHo, FC, and clinical data in AT patients. Results Compared with HCs, AT showed increased fALFF values in the right inferior temporal gyrus (ITG). In contrast, significantly decreased ReHo values were observed in the cerebellar vermis, the right calcarine cortex, the right precuneus, the right supramarginal gyrus (SMG), and the right middle frontal gyrus (MFG). Based on the differences in the fALFF and ReHo maps, the latter of which we defined as region-of-interest (ROI) for FC analysis, the right ITG exhibited increased connectivity with the right precentral gyrus. In addition, the right MFG demonstrated decreased connectivity with both the bilateral anterior cingulate cortex (ACC) and the left precentral gyrus. Conclusion By combining ReHo, fALFF, and FC analyses, our work indicated that AT with hearing loss had abnormal intraregional neural activity and disrupted connectivity in several brain regions which mainly involving the non-auditory area, and these regions are major components of default mode network (DMN), attention network, visual network, and executive control network. These findings will help us enhance the understanding of the neuroimaging mechanism in tinnitus populations. Moreover, these abnormalities remind us that we should focus on the early stages of this hearing disease.
Collapse
Affiliation(s)
- Gang-Ping Zhou
- Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Xin-Yi Shi
- Department of ENT, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Heng-Le Wei
- Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Li-Jie Qu
- Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Yu-Sheng Yu
- Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Qing-Qing Zhou
- Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Hong Zhang
- Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| | - Yue-Jin Tao
- Department of ENT, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
35
|
Luan Y, Wang C, Jiao Y, Tang T, Zhang J, Lu C, Salvi R, Teng GJ. Abnormal functional connectivity and degree centrality in anterior cingulate cortex in patients with long-term sensorineural hearing loss. Brain Imaging Behav 2018; 14:682-695. [DOI: 10.1007/s11682-018-0004-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|
36
|
Zhou S, Xie P, Chen X, Wang Y, Zhang Y, Du Y. Optimization of relative parameters in transfer entropy estimation and application to corticomuscular coupling in humans. J Neurosci Methods 2018; 308:276-285. [PMID: 29981759 DOI: 10.1016/j.jneumeth.2018.07.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 06/07/2018] [Accepted: 07/03/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND As a non-modeled information theoretical measure, the transfer entropy (TE) could be applied to quantitatively analyze the linear and nonlinear coupling characteristics between two observations. However, the parameters selection of TE (the parameters used in state space reconstruction and estimating Shannon entropy) has a serious influence on the accuracy of its results. NEW METHOD In this study, the hybrid particle swarm optimization (HPSO) was applied to improve the accuracy of TE by optimizing its parameters. In HPSO, the TE calculation and significant analysis were integrated into the fitness function, and the optimal parameters group within the parameter space could be automatically found through an iteration process. RESULTS The TE results computed under the parameters optimized by HPSO (HPSO-TE), was assessed with a numerical non-linear model, the neural mass model and the recorded electroencephalogram (EEG) and electromyogram (EMG) signals. Compared with TE, HPSO-TE could reduce the 'false positive' in non-linear model, and 'spurious coupling', i.e. two nonzero TEs for unidirectionally coupled systems, especially when coupling strength was weak. The robustness against noise and long time-delay was improved. Moreover, the experimental data analysis showed HPSO-TE revealed the dominant direction (EEG → EMG) in corticomuscular coupling, and had higher values than TE which showed the same dominant direction. COMPARISON WITH EXISTING METHOD The implication of HPSO improved the accuracy of TE in estimating the coupling strength and direction. CONCLUSIONS The efficiency of TE could be improved by HPSO for estimating coupling relationships, especially for weakly coupled, strong noisy and long time-delay series.
Collapse
Affiliation(s)
- Sa Zhou
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Institute of Electric Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China.
| | - Ping Xie
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Institute of Electric Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China.
| | - Xiaoling Chen
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Institute of Electric Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China.
| | - Yibo Wang
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Institute of Electric Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China.
| | - Yuanyuan Zhang
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Institute of Electric Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China.
| | - Yihao Du
- Key Lab of Measurement Technology and Instrumentation of Hebei Province, Institute of Electric Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China.
| |
Collapse
|
37
|
Chen YC, Chen H, Bo F, Xu JJ, Deng Y, Lv H, Cai Y, Xia W, Yin X, Gu JP, Lu G. Tinnitus distress is associated with enhanced resting-state functional connectivity within the default mode network. Neuropsychiatr Dis Treat 2018; 14:1919-1927. [PMID: 30122924 PMCID: PMC6078076 DOI: 10.2147/ndt.s164619] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
PURPOSE The default mode network (DMN) has been confirmed to be involved in chronic tinnitus perception. Tinnitus distress may be associated with abnormal functional connectivity (FC) within the DMN regions. The goal of this study was to determine whether tinnitus disrupted the FC patterns within the DMN as measured by using resting-state functional magnetic resonance imaging approach. PATIENTS AND METHODS Resting-state functional magnetic resonance imaging scans were acquired from 40 chronic bilateral tinnitus patients and 41 healthy controls. Both were age, sex, and education well-matched with normal hearing. Two important DMN regions, the anterior cingulate cortex and posterior cingulate cortex, were chosen as seed regions to detect the FC patterns within the DMN and then determine whether these changes were linked to clinical measures of tinnitus such as tinnitus duration and tinnitus severity. RESULTS Compared with healthy controls, chronic tinnitus patients manifested significantly enhanced FC between the anterior cingulate cortex and left precuneus, which was correlated with the tinnitus duration (r=0.451, p=0.007). Moreover, enhanced FC between the posterior cingulate cortex and right medial prefrontal cortex in tinnitus patients was positively correlated with the tinnitus distress (r=0.411, p=0.014). CONCLUSION Chronic tinnitus patients showed disrupted FC patterns within the DMN regions which are correlated with tinnitus distress. Increased resting-state connectivity pattern of the DMN may play a pivotal role in neuropathological features underlying chronic tinnitus.
Collapse
Affiliation(s)
- Yu-Chen Chen
- Department of Medical Imaging, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China, .,Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China,
| | - Huiyou Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China,
| | - Fan Bo
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China,
| | - Jin-Jing Xu
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yi Deng
- Department of Otolaryngology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Han Lv
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Yuexin Cai
- Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wenqing Xia
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China,
| | - Jian-Ping Gu
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China,
| | - Guangming Lu
- Department of Medical Imaging, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China,
| |
Collapse
|