Zhen Yi, Zheng Hongwei, Zheng Yi, Zheng Zhiming, Yang Yaqian, Tang Shaoting
School of Mathematical Sciences, Beihang University, Beijing, China.
Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Beihang University, Beijing, China.
Front Neurosci. 2025 Mar 17;19:1555553. doi: 10.3389/fnins.2025.1555553. eCollection 2025.
Age-related hearing loss (ARHL) is a common sensory disability among older adults and is considered a risk factor for the development of dementia. Previous work has shown altered brain connectome topology in ARHL, including abnormal nodal strength and clustering coefficient. However, whether ARHL affects the hierarchical organization of structural connectome and how these alterations relate to transcriptomic signatures remain unknown.
Here, we apply a gradient mapping framework to the structural connectome derived from diffusion magnetic resonance imaging. We focus on the first three structural gradients that reflect distinct hierarchical organization of structural connectome, and assess ARHL-related changes.
We find that, compared to controls, ARHL patients exhibit widespread disruptions of structural connectome organization, spanning from primary sensory areas (e.g., somatomotor network) to high-order association areas (e.g., default mode network). Subsequently, by employing subcortical-weighted gradients derived from weighting cortical gradients by subcortical-cortical connectivity, we observe that ARHL patients show significantly altered subcortical-cortical connectivity in the left caudate, left nucleus accumbens, right hippocampus, and right amygdala. Finally, we investigate the relationship between gene expression and alterations in structural gradients. We observe that these alterations in structural gradients are associated with weighted gene expression profiles, with relevant genes preferentially enriched for inorganic ion transmembrane transport and terms related to regulating biological processes.
Taken together, these findings highlight that ARHL is associated with abnormal structural connectome hierarchy and reveal the transcriptomic relevance of these abnormalities, contributing to a richer understanding of the neurobiological substrates in ARHL.
年龄相关性听力损失(ARHL)是老年人中常见的感觉障碍,被认为是痴呆症发生的一个风险因素。先前的研究表明,ARHL患者的脑连接组拓扑结构发生了改变,包括节点强度和聚类系数异常。然而,ARHL是否会影响结构连接组的层次组织,以及这些改变与转录组特征有何关系,目前尚不清楚。
在此,我们将梯度映射框架应用于从扩散磁共振成像获得的结构连接组。我们关注反映结构连接组不同层次组织的前三个结构梯度,并评估与ARHL相关的变化。
我们发现,与对照组相比,ARHL患者的结构连接组组织存在广泛破坏,范围从初级感觉区域(如躯体运动网络)到高阶联合区域(如默认模式网络)。随后,通过使用基于皮层下-皮层连接对皮层梯度进行加权得到的皮层下加权梯度,我们观察到ARHL患者在左侧尾状核、左侧伏隔核、右侧海马体和右侧杏仁核中的皮层下-皮层连接显著改变。最后,我们研究了基因表达与结构梯度改变之间的关系。我们观察到这些结构梯度的改变与加权基因表达谱相关,相关基因优先富集于无机离子跨膜转运以及与调节生物过程相关的术语。
综上所述,这些发现突出表明ARHL与异常的结构连接组层次相关,并揭示了这些异常的转录组相关性,有助于更深入地理解ARHL的神经生物学基础。