{"title":"Abnormal topological properties and functional-structural coupling of large-scale brain networks in primary angle-closure glaucoma.","authors":"Yuanyuan Wang, Chan Xiong, Shenghong Li, Jian Li, Bo Wang, Meimei Yan, Jialu Chen, Zhijun Luo, Xianjun Zeng","doi":"10.21037/qims-24-1947","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>A growing body of evidence suggests the presence of functional and structural abnormalities in patients with primary angle-closure glaucoma (PACG). The aim of this study was to examine the topological characteristics of the large-scale functional connectivity (FC) network, structural connectivity (SC) network, and strength of FC-SC coupling in patients with PACG.</p><p><strong>Methods: </strong>This study included 47 patients with PACG and 48 healthy controls (HCs) matched for age, sex, and education. All participants underwent a detailed ophthalmological examination and cognitive assessment via the Montreal Cognitive Assessment scale. Resting-state functional magnetic resonance imaging and diffusion tensor imaging data of all participants were acquired separately. Large-scale FC and SC networks were constructed based on the Automated Anatomical Labeling 90 (AAL90) region atlas. Graph theoretic analysis was used for the computation of global attribute and node attribute indices. Subsequently, whole-brain FC-SC coupling was evaluated by analyzing the correspondence between FC and SC matrices to determine how brain anatomy constrains functional dynamics. Finally, the relationships between topological properties and coupling strengths with ophthalmic parameters and cognitive scales were assessed. Bonferroni correction was applied to all multiple comparisons.</p><p><strong>Results: </strong>Compared with the HC group, the PACG group had a lower normalized clustering coefficient (t=-2.339; P=0.024) and small-worldness (t=-2.017; P=0.047) for the FC network and lower normalized characteristic path length (t=-2.054; P=0.043) for the SC network. In terms of node attributes, the PACG group showed abnormal node degree, node betweenness, and node efficiency for FC and SC, mainly in the frontal, temporal, and occipital lobes. In addition, the strength of FC-SC coupling in the whole brain of patients with PACG was reduced (t=-2.622; P=0.01). The topological characteristics of these functional and structural abnormalities were correlated with visual acuity, disease duration, and Montreal Cognitive Assessment score (P<0.05).</p><p><strong>Conclusions: </strong>We observed significantly weaker FC-SC coupling in patients with PACG compared to HCs, indicating impaired integration of brain structure and function. This decoupling suggests widespread network-level disruption, and this finding advances our understanding of optic nerve damage and cognitive deficits in PACG.</p>","PeriodicalId":54267,"journal":{"name":"Quantitative Imaging in Medicine and Surgery","volume":"15 7","pages":"6053-6067"},"PeriodicalIF":2.3000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12290761/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Quantitative Imaging in Medicine and Surgery","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/qims-24-1947","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/30 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Background: A growing body of evidence suggests the presence of functional and structural abnormalities in patients with primary angle-closure glaucoma (PACG). The aim of this study was to examine the topological characteristics of the large-scale functional connectivity (FC) network, structural connectivity (SC) network, and strength of FC-SC coupling in patients with PACG.
Methods: This study included 47 patients with PACG and 48 healthy controls (HCs) matched for age, sex, and education. All participants underwent a detailed ophthalmological examination and cognitive assessment via the Montreal Cognitive Assessment scale. Resting-state functional magnetic resonance imaging and diffusion tensor imaging data of all participants were acquired separately. Large-scale FC and SC networks were constructed based on the Automated Anatomical Labeling 90 (AAL90) region atlas. Graph theoretic analysis was used for the computation of global attribute and node attribute indices. Subsequently, whole-brain FC-SC coupling was evaluated by analyzing the correspondence between FC and SC matrices to determine how brain anatomy constrains functional dynamics. Finally, the relationships between topological properties and coupling strengths with ophthalmic parameters and cognitive scales were assessed. Bonferroni correction was applied to all multiple comparisons.
Results: Compared with the HC group, the PACG group had a lower normalized clustering coefficient (t=-2.339; P=0.024) and small-worldness (t=-2.017; P=0.047) for the FC network and lower normalized characteristic path length (t=-2.054; P=0.043) for the SC network. In terms of node attributes, the PACG group showed abnormal node degree, node betweenness, and node efficiency for FC and SC, mainly in the frontal, temporal, and occipital lobes. In addition, the strength of FC-SC coupling in the whole brain of patients with PACG was reduced (t=-2.622; P=0.01). The topological characteristics of these functional and structural abnormalities were correlated with visual acuity, disease duration, and Montreal Cognitive Assessment score (P<0.05).
Conclusions: We observed significantly weaker FC-SC coupling in patients with PACG compared to HCs, indicating impaired integration of brain structure and function. This decoupling suggests widespread network-level disruption, and this finding advances our understanding of optic nerve damage and cognitive deficits in PACG.