Age-related hearing loss increases full-brain connectivity while reversing directed signaling within the dorsal-ventral pathway for speech

被引:40
作者
Bidelman, Gavin M. [1 ,2 ,3 ]
Mahmud, Md Sultan [4 ]
Yeasin, Mohammed [4 ]
Shen, Dawei [5 ]
Arnott, Stephen R. [5 ]
Alain, Claude [5 ,6 ,7 ]
机构
[1] Univ Memphis, Inst Intelligent Syst, Memphis, TN 38152 USA
[2] Univ Memphis, Sch Commun Sci & Disorders, 4055 North Pk Loop, Memphis, TN 38152 USA
[3] Univ Tennessee, Ctr Hlth Sci, Dept Anat & Neurobiol, Memphis, TN 38163 USA
[4] Univ Memphis, Dept Elect & Comp Engn, Memphis, TN 38152 USA
[5] Baycrest Ctr Geriatr Care, Rotman Res Inst, Toronto, ON, Canada
[6] Univ Toronto, Dept Psychol, Toronto, ON, Canada
[7] Univ Toronto, Inst Med Sci, Toronto, ON, Canada
基金
美国国家卫生研究院; 加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
EEG; Hearing loss; Functional connectivity; Graph theory; Machine learning; Global and nodal network features; MILD COGNITIVE IMPAIRMENT; BOUNDARY-ELEMENT METHOD; OLDER-ADULTS; CEREBRAL-CORTEX; NEURAL ACTIVITY; NOISE; PERCEPTION; EEG; COMPREHENSION; RECOGNITION;
D O I
10.1007/s00429-019-01922-9
中图分类号
R602 [外科病理学、解剖学]; R32 [人体形态学];
学科分类号
100101 ;
摘要
Speech comprehension difficulties are ubiquitous to aging and hearing loss, particularly in noisy environments. Older adults' poorer speech-in-noise (SIN) comprehension has been related to abnormal neural representations within various nodes (regions) of the speech network, but how senescent changes in hearing alter the transmission of brain signals remains unspecified. We measured electroencephalograms in older adults with and without mild hearing loss during a SIN identification task. Using functional connectivity and graph-theoretic analyses, we show that hearing-impaired (HI) listeners have more extended (less integrated) communication pathways and less efficient information exchange among widespread brain regions (larger network eccentricity) than their normal-hearing (NH) peers. Parameter optimized support vector machine classifiers applied to EEG connectivity data showed hearing status could be decoded (> 85% accuracy) solely using network-level descriptions of brain activity, but classification was particularly robust using left hemisphere connections. Notably, we found a reversal in directed neural signaling in left hemisphere dependent on hearing status among specific connections within the dorsal-ventral speech pathways. NH listeners showed an overall net "bottom-up" signaling directed from auditory cortex (A1) to inferior frontal gyrus (IFG; Broca's area), whereas the HI group showed the reverse signal (i.e., "top-down" Broca's -> A1). A similar flow reversal was noted between left IFG and motor cortex. Our full-brain connectivity results demonstrate that even mild forms of hearing loss alter how the brain routes information within the auditory-linguistic-motor loop.
引用
收藏
页码:2661 / 2676
页数:16
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