TY - JOUR
T1 - Reorganization of the cortical connectome functional gradient in age-related hearing loss
AU - Tong, Zhaopeng
AU - Zhang, Juan
AU - Xing, Chunhua
AU - Xu, Xiaomin
AU - Wu, Yuanqing
AU - Salvi, Richard
AU - Yin, Xindao
AU - Zhao, Fei
AU - Chen, Yu Chen
AU - Cai, Yuexin
N1 - Publisher Copyright:
© 2023
PY - 2023/11/27
Y1 - 2023/11/27
N2 - Age-related hearing loss (ARHL), one of the most common sensory deficits in elderly individuals, is a risk factor for dementia; however, it is unclear how ARHL affects the decline in cognitive function. To address this issue, a connectome gradient framework was used to identify critical features of information integration between sensory and cognitive processing centers using resting-state functional magnetic resonance imaging (rs-fMRI) data from 40 individuals with ARHL and 36 healthy controls (HCs). The first three functional gradient alterations associated with ARHL were investigated at the global, network and regional levels. Using a support vector machine (SVM) model, our analysis distinguished individuals with ARHL with normal cognitive function from those with cognitive decline. Compared to HCs, individuals with ARHL had a contracted principal primary-to-transmodal gradient axis, especially in the visual and default mode networks, with an altered gradient explained ratio and variance. Among individuals with ARHL, cognitive decline was detected in the visual network in the principal gradient as well as in the limbic, salience and default mode networks in the third gradient (salience to frontoparietal/default mode). These results suggest that ARHL is associated with disrupted information processing from the primary sensory networks to higher-order cognitive networks and highlight the key nodes closely associated with cognitive decline during cognitive processing in ARHL, providing new insights into the mechanism of cognitive impairment and suggesting potential treatments related to ARHL.
AB - Age-related hearing loss (ARHL), one of the most common sensory deficits in elderly individuals, is a risk factor for dementia; however, it is unclear how ARHL affects the decline in cognitive function. To address this issue, a connectome gradient framework was used to identify critical features of information integration between sensory and cognitive processing centers using resting-state functional magnetic resonance imaging (rs-fMRI) data from 40 individuals with ARHL and 36 healthy controls (HCs). The first three functional gradient alterations associated with ARHL were investigated at the global, network and regional levels. Using a support vector machine (SVM) model, our analysis distinguished individuals with ARHL with normal cognitive function from those with cognitive decline. Compared to HCs, individuals with ARHL had a contracted principal primary-to-transmodal gradient axis, especially in the visual and default mode networks, with an altered gradient explained ratio and variance. Among individuals with ARHL, cognitive decline was detected in the visual network in the principal gradient as well as in the limbic, salience and default mode networks in the third gradient (salience to frontoparietal/default mode). These results suggest that ARHL is associated with disrupted information processing from the primary sensory networks to higher-order cognitive networks and highlight the key nodes closely associated with cognitive decline during cognitive processing in ARHL, providing new insights into the mechanism of cognitive impairment and suggesting potential treatments related to ARHL.
KW - Age-related hearing loss
KW - Cognitive decline
KW - Cortical gradient
KW - fMRI
UR - http://www.scopus.com/inward/record.url?scp=85178662383&partnerID=8YFLogxK
U2 - 10.1016/j.neuroimage.2023.120475
DO - 10.1016/j.neuroimage.2023.120475
M3 - Article
C2 - 38013009
AN - SCOPUS:85178662383
SN - 1053-8119
VL - 284
JO - NeuroImage
JF - NeuroImage
M1 - 120475
ER -