线粒体脑肌病伴乳酸性酸中毒和中风样发作(MELAS)是一种罕见的母系遗传性遗传病;然而,人们对其潜在的大脑基础知之甚少。此外,MELAS中脑网络的动态功能连通性(dFC)尚未被研究。
为了研究MELAS患者在急性和慢性阶段的dFC异常,并确定动态连通性改变与中风样病变(SLL)体积之间的可能关系。
预期。
22名MELAS患者处于急性期,23名慢性MELAS患者,和22个健康对照。
3T时的单次梯度召回回波平面成像(EPI)序列。
使用滑动窗口方法和k均值聚类分析估计动态FC状态。结合图论,还访问了dFC网络的拓扑属性。
置换检验,皮尔逊相关系数,和错误发现率修正。
我们确定了四种dFC状态,发现MELAS患者(尤其是在急性期)在连接性较弱的状态(状态1)中花费的时间更多,而在连接性较强的状态中花费的时间更少。此外,急性SLL的体积与状态1的平均停留时间呈正相关(r=0.539,P<0.05),与转变次数呈负相关(r=-0.520,P<0.05)。此外,与对照组和慢性期患者相比,急性期MELAS患者的总体效率显着提高(P<0.01),局部效率降低(P<0.001)。与对照组相比,慢性期患者仅显示出显着(P<0.001)降低的局部效率。
我们的研究结果表明,在急性和慢性阶段,MELAS专利中类似和不同的dFC改变。为理解MELAS的神经病理学机制提供新的见解。证据水平2技术功效阶段2J.MAGN。RESON.想象2021年;53:427-436。
Mitochondrial encephalomyopathy with lactic acidosis and stroke-like episodes (MELAS) is a rare maternally inherited genetic disease; however, little is known about its underlying brain basis. Furthermore, the dynamic functional connectivity (dFC) of brain networks in MELAS has not been explored.
To investigate the abnormalities of dFC in patients with MELAS at the acute and chronic stages, and to determine the possible relations between dynamic connectivity alterations and volumes of stroke-like lesions (SLLs).
Prospective.
Twenty-two MELAS patients at the acute stage, 23 MELAS patients at the chronic stage, and 22 healthy controls.
Single-shot gradient-recalled echo planar imaging (EPI) sequence at 3T.
Dynamic FC states were estimated using the sliding window approach and k-means clustering analyses. Combined with graph theory, the topological properties of the dFC network were also accessed.
Permutation test, Pearson correlation coefficient, and false discovery rate correction.
We identified four dFC states and found that MELAS patients (especially at the acute stage) spent more time in a state with weaker connectivity (state 1) and less time in states with stronger connectivity. In addition, volumes of acute SLLs were positively correlated with mean dwell time in state 1 (r = 0.539, P < 0.05) and negatively correlated with the number of transitions (r = -0.520, P < 0.05). Furthermore, MELAS patients at the acute stage exhibited significantly increased global efficiency (P < 0.01) and decreased local efficiency (P < 0.001) compared to the controls and the patients at the chronic stage. Patients at the chronic stage only showed significantly (P < 0.001) decreased local efficiency compared to the controls.
Our findings suggest similar and distinct dFC alterations in MELAS patents at the acute and chronic stages, providing novel insights for understanding the neuropathological mechanisms of MELAS. Level of Evidence 2 Technical Efficacy Stage Stage 2 J. MAGN. RESON. IMAGING 2021;53:427-436.