Correlation Analysis of EEG Brain Network With Modulated Acoustic Stimulation for Chronic Tinnitus Patients
The acoustic stimulation influences of the brain is still unveiled, especially from the brain network point, which can reveal how interaction is propagated and integrated between different brain zones for chronic tinnitus patients. We specifically designed a paradigm to record the electroencephalogr...
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| Veröffentlicht in: | IEEE transactions on neural systems and rehabilitation engineering 2021, Vol.29, p.156-162 |
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| container_title | IEEE transactions on neural systems and rehabilitation engineering |
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| creator | Zhang, Xiabing Jiang, Yuanlin Zhang, Shu Li, Fali Pei, Changfu He, Gang Ao, Min Yao, Dezhong Zhao, Yong Xu, Peng |
| description | The acoustic stimulation influences of the brain is still unveiled, especially from the brain network point, which can reveal how interaction is propagated and integrated between different brain zones for chronic tinnitus patients. We specifically designed a paradigm to record the electroencephalograms (EEGs) for tinnitus patients when they were treated with consecutive acoustic stimulation neuromodulation therapy for up to 75 days, using the tinnitus handicap inventory (THI) to evaluate the tinnitus severity or the acoustic stimulation treatment efficacy, and the EEG to record the brain activities every 2 weeks. Then, we used an EEG-based coherence analysis to investigate if the changes in brain network consistent with the clinical outcomes can be observed during 75-days acoustic treatment. Finally, correlation analysis was conducted to study potential relationships between network properties and tinnitus handicap inventory score change. The EEG network became significantly weaker after long-term periodic acoustic stimulation treatment, and tinnitus handicap inventory score changes or the acoustic stimulation treatment efficacy are strongly correlated with the varying brain network properties. Long-term acoustic stimulation neuromodulation intervention can improve the rehabilitation of chronic tinnitus patients, and the EEG network provides a relatively reliable and quantitative analysis approach for objective evaluation of tinnitus clinical diagnosis and treatment. |
| doi_str_mv | 10.1109/TNSRE.2020.3039555 |
| format | Article |
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We specifically designed a paradigm to record the electroencephalograms (EEGs) for tinnitus patients when they were treated with consecutive acoustic stimulation neuromodulation therapy for up to 75 days, using the tinnitus handicap inventory (THI) to evaluate the tinnitus severity or the acoustic stimulation treatment efficacy, and the EEG to record the brain activities every 2 weeks. Then, we used an EEG-based coherence analysis to investigate if the changes in brain network consistent with the clinical outcomes can be observed during 75-days acoustic treatment. Finally, correlation analysis was conducted to study potential relationships between network properties and tinnitus handicap inventory score change. The EEG network became significantly weaker after long-term periodic acoustic stimulation treatment, and tinnitus handicap inventory score changes or the acoustic stimulation treatment efficacy are strongly correlated with the varying brain network properties. Long-term acoustic stimulation neuromodulation intervention can improve the rehabilitation of chronic tinnitus patients, and the EEG network provides a relatively reliable and quantitative analysis approach for objective evaluation of tinnitus clinical diagnosis and treatment.</description><identifier>ISSN: 1534-4320</identifier><identifier>EISSN: 1558-0210</identifier><identifier>DOI: 10.1109/TNSRE.2020.3039555</identifier><identifier>PMID: 33216716</identifier><identifier>CODEN: ITNSB3</identifier><language>eng</language><publisher>United States: IEEE</publisher><subject>Acoustic properties ; Acoustic stimulation ; Acoustic treatment ; Acoustics ; Brain ; Coherence analysis ; coherent network ; Correlation analysis ; Data collection ; EEG ; Electrodes ; Electroencephalography ; Hospitals ; Medical diagnosis ; Medical diagnostic imaging ; network properties ; Neuromodulation ; Patients ; Rehabilitation ; Stimulation ; Tinnitus</subject><ispartof>IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.156-162</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-83074e5813596b6a325c455378666069a60fb50da2d3f0bf50446458459276ec3</citedby><cites>FETCH-LOGICAL-c395t-83074e5813596b6a325c455378666069a60fb50da2d3f0bf50446458459276ec3</cites><orcidid>0000-0002-2450-4591 ; 0000-0002-8042-879X ; 0000-0002-4275-3663 ; 0000-0002-7932-0386</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,4024,27923,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33216716$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Xiabing</creatorcontrib><creatorcontrib>Jiang, Yuanlin</creatorcontrib><creatorcontrib>Zhang, Shu</creatorcontrib><creatorcontrib>Li, Fali</creatorcontrib><creatorcontrib>Pei, Changfu</creatorcontrib><creatorcontrib>He, Gang</creatorcontrib><creatorcontrib>Ao, Min</creatorcontrib><creatorcontrib>Yao, Dezhong</creatorcontrib><creatorcontrib>Zhao, Yong</creatorcontrib><creatorcontrib>Xu, Peng</creatorcontrib><title>Correlation Analysis of EEG Brain Network With Modulated Acoustic Stimulation for Chronic Tinnitus Patients</title><title>IEEE transactions on neural systems and rehabilitation engineering</title><addtitle>TNSRE</addtitle><addtitle>IEEE Trans Neural Syst Rehabil Eng</addtitle><description>The acoustic stimulation influences of the brain is still unveiled, especially from the brain network point, which can reveal how interaction is propagated and integrated between different brain zones for chronic tinnitus patients. 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Long-term acoustic stimulation neuromodulation intervention can improve the rehabilitation of chronic tinnitus patients, and the EEG network provides a relatively reliable and quantitative analysis approach for objective evaluation of tinnitus clinical diagnosis and treatment.</description><subject>Acoustic properties</subject><subject>Acoustic stimulation</subject><subject>Acoustic treatment</subject><subject>Acoustics</subject><subject>Brain</subject><subject>Coherence analysis</subject><subject>coherent network</subject><subject>Correlation analysis</subject><subject>Data collection</subject><subject>EEG</subject><subject>Electrodes</subject><subject>Electroencephalography</subject><subject>Hospitals</subject><subject>Medical diagnosis</subject><subject>Medical diagnostic imaging</subject><subject>network properties</subject><subject>Neuromodulation</subject><subject>Patients</subject><subject>Rehabilitation</subject><subject>Stimulation</subject><subject>Tinnitus</subject><issn>1534-4320</issn><issn>1558-0210</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><recordid>eNpdkctOwzAQRS0EolD4AZCQJTZsUsbPJMtSlYfES1DEMnITR3WbxmA7Qvw9Li1dsLLlOXM1noPQCYEBIZBfTh5fX8YDChQGDFguhNhBB0SILAFKYHd1ZzzhjEIPHXo_ByCpFOk-6jFGiUyJPECLkXVONyoY2-Jhq5pvbzy2NR6Pb_CVU6bFjzp8WbfA7ybM8IOtukjrCg9L2_lgSvwazLLbJNTW4dHM2Ta-T0zbmtB5_Bxrug3-CO3VqvH6eHP20dv1eDK6Te6fbu5Gw_ukjJ8IScYg5VpkhIlcTqViVJRcCJZmUkqQuZJQTwVUilashmktgHPJRcZFTlOpS9ZHF-vcD2c_O-1DsTS-1E2jWh1nLiiXDPJMQhrR83_o3HYurmFF5ZylMvul6JoqnfXe6br4cGap3HdBoFipKH5VFCsVxUZFbDrbRHfTpa62LX-7j8DpGjBa6205pzJao-wH2FaLlg</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Zhang, Xiabing</creator><creator>Jiang, Yuanlin</creator><creator>Zhang, Shu</creator><creator>Li, Fali</creator><creator>Pei, Changfu</creator><creator>He, Gang</creator><creator>Ao, Min</creator><creator>Yao, Dezhong</creator><creator>Zhao, Yong</creator><creator>Xu, Peng</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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Jiang, Yuanlin ; Zhang, Shu ; Li, Fali ; Pei, Changfu ; He, Gang ; Ao, Min ; Yao, Dezhong ; Zhao, Yong ; Xu, Peng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-83074e5813596b6a325c455378666069a60fb50da2d3f0bf50446458459276ec3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Acoustic properties</topic><topic>Acoustic stimulation</topic><topic>Acoustic treatment</topic><topic>Acoustics</topic><topic>Brain</topic><topic>Coherence analysis</topic><topic>coherent network</topic><topic>Correlation analysis</topic><topic>Data collection</topic><topic>EEG</topic><topic>Electrodes</topic><topic>Electroencephalography</topic><topic>Hospitals</topic><topic>Medical diagnosis</topic><topic>Medical diagnostic imaging</topic><topic>network properties</topic><topic>Neuromodulation</topic><topic>Patients</topic><topic>Rehabilitation</topic><topic>Stimulation</topic><topic>Tinnitus</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Xiabing</creatorcontrib><creatorcontrib>Jiang, Yuanlin</creatorcontrib><creatorcontrib>Zhang, Shu</creatorcontrib><creatorcontrib>Li, Fali</creatorcontrib><creatorcontrib>Pei, Changfu</creatorcontrib><creatorcontrib>He, Gang</creatorcontrib><creatorcontrib>Ao, Min</creatorcontrib><creatorcontrib>Yao, Dezhong</creatorcontrib><creatorcontrib>Zhao, Yong</creatorcontrib><creatorcontrib>Xu, Peng</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>IEEE transactions on neural systems and rehabilitation engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Xiabing</au><au>Jiang, Yuanlin</au><au>Zhang, Shu</au><au>Li, Fali</au><au>Pei, Changfu</au><au>He, Gang</au><au>Ao, Min</au><au>Yao, Dezhong</au><au>Zhao, Yong</au><au>Xu, Peng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Correlation Analysis of EEG Brain Network With Modulated Acoustic Stimulation for Chronic Tinnitus Patients</atitle><jtitle>IEEE transactions on neural systems and rehabilitation engineering</jtitle><stitle>TNSRE</stitle><addtitle>IEEE Trans Neural Syst Rehabil Eng</addtitle><date>2021</date><risdate>2021</risdate><volume>29</volume><spage>156</spage><epage>162</epage><pages>156-162</pages><issn>1534-4320</issn><eissn>1558-0210</eissn><coden>ITNSB3</coden><abstract>The acoustic stimulation influences of the brain is still unveiled, especially from the brain network point, which can reveal how interaction is propagated and integrated between different brain zones for chronic tinnitus patients. We specifically designed a paradigm to record the electroencephalograms (EEGs) for tinnitus patients when they were treated with consecutive acoustic stimulation neuromodulation therapy for up to 75 days, using the tinnitus handicap inventory (THI) to evaluate the tinnitus severity or the acoustic stimulation treatment efficacy, and the EEG to record the brain activities every 2 weeks. Then, we used an EEG-based coherence analysis to investigate if the changes in brain network consistent with the clinical outcomes can be observed during 75-days acoustic treatment. Finally, correlation analysis was conducted to study potential relationships between network properties and tinnitus handicap inventory score change. The EEG network became significantly weaker after long-term periodic acoustic stimulation treatment, and tinnitus handicap inventory score changes or the acoustic stimulation treatment efficacy are strongly correlated with the varying brain network properties. Long-term acoustic stimulation neuromodulation intervention can improve the rehabilitation of chronic tinnitus patients, and the EEG network provides a relatively reliable and quantitative analysis approach for objective evaluation of tinnitus clinical diagnosis and treatment.</abstract><cop>United States</cop><pub>IEEE</pub><pmid>33216716</pmid><doi>10.1109/TNSRE.2020.3039555</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-2450-4591</orcidid><orcidid>https://orcid.org/0000-0002-8042-879X</orcidid><orcidid>https://orcid.org/0000-0002-4275-3663</orcidid><orcidid>https://orcid.org/0000-0002-7932-0386</orcidid><oa>free_for_read</oa></addata></record> |
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| source | DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
| subjects | Acoustic properties Acoustic stimulation Acoustic treatment Acoustics Brain Coherence analysis coherent network Correlation analysis Data collection EEG Electrodes Electroencephalography Hospitals Medical diagnosis Medical diagnostic imaging network properties Neuromodulation Patients Rehabilitation Stimulation Tinnitus |
| title | Correlation Analysis of EEG Brain Network With Modulated Acoustic Stimulation for Chronic Tinnitus Patients |
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