Zhu Huan, Wang Peijiong, Li Wenjie, Zhang Qihang, Zhu Chenyu, Liu Tong, Yu Tao, Liu Xingju, Zhang Qian, Zhao Jizong, Zhang Yan
Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Sci Rep. 2025 Jan 22;15(1):2788. doi: 10.1038/s41598-025-86553-3.
Patients with Moyamoya disease (MMD) exhibit significant alterations in brain structure and function, but knowledge regarding gray matter networks is limited. The study enrolled 136 MMD patients and 99 healthy controls (HCs). Clinical characteristics and gray matter network topology were analyzed. Compared to HCs, MMD patients exhibited decreased clustering coefficient (Cp) (P = 0.006) and local efficiency (Eloc) (P = 0.013). Ischemic patients showed decreased Eloc and increased characteristic path length (Lp) compared to asymptomatic and hemorrhagic patients (P < 0.001, Bonferroni corrected). MMD patients had significant regional abnormalities, including decreased degree centrality (DC) in the left medial orbital superior frontal gyrus, left orbital inferior frontal gyrus, and right calcarine fissure and surrounding cortex (P < 0.05, FDR corrected). Increased DC was found in bilateral olfactory regions, with higher betweenness centrality (BC) in the right median cingulate, paracingulate fusiform gyrus, and left pallidum (P < 0.05, FDR corrected). Ischemic patients had lower BC in the right hippocampus compared to hemorrhagic patients, while hemorrhagic patients had decreased DC in the right triangular part of the inferior frontal gyrus compared to asymptomatic patients (P < 0.05, Bonferroni corrected). Subnetworks related to MMD and white matter hyperintensity volume were identified. There is significant reorganization of gray matter networks in patients compared to HCs, and among different types of patients. Gray matter networks can effectively detect MMD-related brain structural changes.
烟雾病(MMD)患者的脑结构和功能存在显著改变,但关于灰质网络的认识有限。该研究纳入了136例MMD患者和99例健康对照(HCs)。分析了临床特征和灰质网络拓扑结构。与HCs相比,MMD患者的聚类系数(Cp)降低(P = 0.006),局部效率(Eloc)降低(P = 0.013)。与无症状和出血性患者相比,缺血性患者的Eloc降低,特征路径长度(Lp)增加(P < 0.001,经Bonferroni校正)。MMD患者存在显著的区域异常,包括左侧眶内侧额上回、左侧眶额下回以及右侧距状裂及其周围皮质的度中心性(DC)降低(P < 0.05,经FDR校正)。双侧嗅觉区域的DC增加,右侧中央扣带、旁扣带梭状回和左侧苍白球的中介中心性(BC)更高(P < 0.05,经FDR校正)。与出血性患者相比,缺血性患者右侧海马的BC较低,而与无症状患者相比,出血性患者额下回右侧三角部的DC降低(P < 0.05,经Bonferroni校正)。识别出了与MMD和白质高信号体积相关的子网。与HCs相比,以及在不同类型的患者之间,患者的灰质网络存在显著重组。灰质网络能够有效检测与MMD相关的脑结构变化。