resting‐state functional magnetic resonance imaging

  • 文章类型: Journal Article
    越来越多的证据表明,酒精使用障碍(AUD)患者存在异常的局部和远程功能连接模式。然而,尚未确定AUD是否与异常的半球间和半球内功能连接模式相关。在本研究中,我们分析了55名AUD患者和32名健康非酒精患者的静息态功能磁共振成像数据.对于每个主题,全脑功能连接密度(FCD)分解为同侧和对侧.在AUD组中异常FCD与一系列临床测量之间进行相关性分析。与健康对照相比,AUD组显示前扣带回和中扣带回的整体FCD减少,前额叶皮质和丘脑,随着时间上增强的全球FCD,顶骨和枕骨皮质。在AUD组中还检测到异常的半球间和半球内FCD模式。此外,全球异常,在AUD组中,对侧和同侧FCD数据与纯酒精的平均用量和酒精成瘾的严重程度相关.总的来说,我们的研究结果表明,全球,半球间和半球内FCD可能代表了一种检测AUD异常功能连接模式的可靠方法;这可能有助于我们识别AUD的神经基质和治疗靶标。
    A growing body of evidence indicates the existence of abnormal local and long-range functional connection patterns in patients with alcohol use disorder (AUD). However, it has yet to be established whether AUD is associated with abnormal interhemispheric and intrahemispheric functional connection patterns. In the present study, we analysed resting-state functional magnetic resonance imaging data from 55 individuals with AUD and 32 healthy nonalcohol users. For each subject, whole-brain functional connectivity density (FCD) was decomposed into ipsilateral and contralateral parts. Correlation analysis was performed between abnormal FCD and a range of clinical measurements in the AUD group. Compared with healthy controls, the AUD group exhibited a reduced global FCD in the anterior and middle cingulate gyri, prefrontal cortex and thalamus, along with an enhanced global FCD in the temporal, parietal and occipital cortices. Abnormal interhemispheric and intrahemispheric FCD patterns were also detected in the AUD group. Furthermore, abnormal global, contralateral and ipsilateral FCD data were correlated with the mean amount of pure alcohol and the severity of alcohol addiction in the AUD group. Collectively, our findings indicate that global, interhemispheric and intrahemispheric FCD may represent a robust method to detect abnormal functional connection patterns in AUD; this may help us to identify the neural substrates and therapeutic targets of AUD.
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  • 文章类型: Journal Article
    背景:早泄(PE),男性常见的性功能障碍,经常伴随着异常的心理因素,比如抑郁症。最近的神经影像学研究揭示了PE患者的脑结构和功能异常。然而,支持PE和抑郁症共病的神经学证据有限.本研究旨在探讨PE伴抑郁症患者脑功能网络的拓扑变化。
    方法:从60例PE患者(30例有抑郁症,30例无抑郁症)和29例健康对照(HC)获得静息状态功能磁共振成像(rs-fMRI)数据。基于rs-fMRI数据为所有参与者构建了功能性脑网络。通过图论分析方法计算节点中心性和效率等节点参数,并进行组间比较。此外,结果通过家庭误差(FWE)进行多重比较得到校正(p<.05).
    结果:患有抑郁症的PE患者在右苍白球中的程度中心性和整体效率增加,与HCs相比,右丘脑的度数中心性增加。没有抑郁的PE患者在右苍白球和丘脑中显示出程度中心性增加,以及在正确的precuneus提高全球效率,苍白球,和丘脑与HCs相比。伴有抑郁症的PE患者在右侧苍白球和丘脑中的中心性降低,以及右前叶的全球效率下降,苍白球,与没有抑郁症的人相比,还有丘脑。上面的所有大脑区域都在FWE校正中幸存下来。
    结论:结果表明,功能连接增加和减少,以及大脑中信息的全球整合能力,可能与PE患者并发抑郁的发生有关,分别。这些发现为理解PE和抑郁症患者的病理机制提供了新的见解。
    BACKGROUND: Premature ejaculation (PE), a common male sexual dysfunction, often accompanies by abnormal psychological factors, such as depression. Recent neuroimaging studies have revealed structural and functional brain abnormalities in PE patients. However, there is limited neurological evidence supporting the comorbidity of PE and depression. This study aimed to explore the topological changes of the functional brain networks of PE patients with depression.
    METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) data were acquired from 60 PE patients (30 with depression and 30 without depression) and 29 healthy controls (HCs). Functional brain networks were constructed for all participants based on rs-fMRI data. The nodal parameters including nodal centrality and efficiency were calculated by the method of graph theory analysis and then compared between groups. In addition, the results were corrected for multiple comparisons by family-wise error (FWE) (p < .05).
    RESULTS: PE patients with depression had increased degree centrality and global efficiency in the right pallidum, as well as increased degree centrality in the right thalamus when compared with HCs. PE patients without depression showed increased degree centrality in the right pallidum and thalamus, as well as increased global efficiency in the right precuneus, pallidum, and thalamus when compared with HCs. PE patients with depression demonstrated decreased degree centrality in the right pallidum and thalamus, as well as decreased global efficiency in the right precuneus, pallidum, and thalamus when compared to those without depression. All the brain regions above survived the FWE correction.
    CONCLUSIONS: The results suggested that increased and decreased functional connectivity, as well as the capability of global integration of information in the brain, might be related to the occurrence of PE and the comorbidity depression in PE patients, respectively. These findings provided new insights into the understanding of the pathological mechanisms underlying PE and those with depression.
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  • 文章类型: Journal Article
    背景:大脑专业化和半球间协作是人脑的两个重要特征。它们的功能障碍可能与阿尔茨海默病(AD)患者的疾病进展有关,其特征是进行性认知退化和不对称神经病理学。
    目的:本研究旨在利用静息态功能磁共振成像(rs-fMRI)检查并确定AD患者半球功能的两个固有特性。
    方法:招募64名临床诊断的AD患者和52名年龄和性别匹配的认知正常受试者,并进行MRI和临床评估。我们计算并比较了大脑专业化(自主性指数,AI)和半球间合作(功能同位体素之间的连通性,CFH)。
    结果:与健康对照相比,AD患者左侧枕中回AI增强。这种专业化的增加可以归因于对侧区域的功能连通性降低,比如右颞叶。与对照组相比,AD患者的双侧前肌和前额叶区域的CFH显着降低。影像学-认知相关分析表明,右前额叶皮层的CFH与患者的蒙特利尔认知评估评分和听觉言语学习测验评分呈正相关。此外,以异常的AI和CFH值作为特征,基于支持向量机的分类取得了较好的准确率,灵敏度,特异性,和曲线下的面积通过留一交叉验证。
    结论:这项研究表明,患有AD的个体具有异常的大脑专业化和半球间合作。这为进一步阐明AD的病理机制提供了新的见解。
    BACKGROUND: Cerebral specialization and interhemispheric cooperation are two vital features of the human brain. Their dysfunction may be associated with disease progression in patients with Alzheimer\'s disease (AD), which is featured as progressive cognitive degeneration and asymmetric neuropathology.
    OBJECTIVE: This study aimed to examine and define two inherent properties of hemispheric function in patients with AD by utilizing resting-state functional magnetic resonance imaging (rs-fMRI).
    METHODS: Sixty-four clinically diagnosed AD patients and 52 age- and sex-matched cognitively normal subjects were recruited and underwent MRI and clinical evaluation. We calculated and compared brain specialization (autonomy index, AI) and interhemispheric cooperation (connectivity between functionally homotopic voxels, CFH).
    RESULTS: In comparison to healthy controls, patients with AD exhibited enhanced AI in the left middle occipital gyrus. This increase in specialization can be attributed to reduced functional connectivity in the contralateral region, such as the right temporal lobe. The CFH of the bilateral precuneus and prefrontal areas was significantly decreased in AD patients compared to controls. Imaging-cognitive correlation analysis indicated that the CFH of the right prefrontal cortex was marginally positively related to the Montreal Cognitive Assessment score in patients and the Auditory Verbal Learning Test score. Moreover, taking abnormal AI and CFH values as features, support vector machine-based classification achieved good accuracy, sensitivity, specificity, and area under the curve by leave-one-out cross-validation.
    CONCLUSIONS: This study suggests that individuals with AD have abnormal cerebral specialization and interhemispheric cooperation. This provides new insights for further elucidation of the pathological mechanisms of AD.
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  • 文章类型: Journal Article
    尽管大脑活动的改变与自杀意念(SI)有关,严重抑郁障碍(MDD)中SI的神经相关性仍然难以捉摸。我们招募了82例首发药物初治MDD患者,包括41例SI和41例无SI,以及41名健康对照(HCs)。收集静息状态的功能和结构MRI数据。计算并比较了低频波动(fALFF)和灰质体积(GMV)的幅度分数。与HC相比,患有SI的患者在右直肌回和左额上内侧回表现出增加的fALFF值,额中回和前回。右侧海马旁回的GMV降低,在SI患者中检测到岛和枕中回以及左额上回的GMV增加。此外,无SI的患者显示右额上回的fALFF值升高,右中央后回的fALFF值降低.左额上回GMV降低,右内侧上额回,下额回的眼部,中央后回,梭状回和左补充运动面积增加,枕上回,SI患者可见右前扣带回和颞上回。此外,与没有SI的患者相比,在SI患者的左前肌中发现fALFF值增加。然而,在有和无SI的患者之间,GMV没有发现显着差异。这些发现可能有助于找到预测个体自杀风险的神经影像学标记物,并检测有效早期干预的目标大脑区域。
    Despite altered brain activities being associated with suicidal ideation (SI), the neural correlates of SI in major depressive disorder (MDD) have remained elusive. We enrolled 82 first-episode drug-naïve MDD patients including 41 with SI and 41 without SI, as well as 41 healthy controls (HCs). Resting-state functional and structural MRI data were collected. The measures of fractional amplitude of low-frequency fluctuation (fALFF) and grey matter volume (GMV) were calculated and compared. Compared with HCs, patients with SI exhibited increased fALFF values in the right rectus gyrus and left medial superior frontal gyrus, middle frontal gyrus and precuneus. Decreased GMV in the right parahippocampal gyrus, insula and middle occipital gyrus and increased GMV in the left superior frontal gyrus were detected in patients with SI. In addition, patients without SI demonstrated increased fALFF values in the right superior frontal gyrus and decreased fALFF values in the right postcentral gyrus. Decreased GMV in the left superior frontal gyrus, right medial superior frontal gyrus, opercular part of inferior frontal gyrus, postcentral gyrus, fusiform gyrus and increased left supplementary motor area, superior occipital gyrus, right anterior cingulate gyrus and superior temporal gyrus were revealed in patients with SI. Moreover, in comparison with patients without SI, increased fALFF values were identified in the left precuneus of patients with SI. However, no significant differences were found in GMV between patients with and without SI. These findings might be helpful for finding neuroimaging markers predicting individual suicide risk and detecting targeted brain regions for effective early interventions.
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  • 文章类型: Journal Article
    未经证实:轻度行为障碍(MBI)是一种综合征,它利用晚年出现的和持续的神经精神症状(NPS)来确定一个处于痴呆事件高风险的群体。MBI与综合征性痴呆之前的神经退行性疾病标志物相关。MBI的功能连接(FC)相关性研究不足,可以在疾病过程早期提供对机制的进一步见解。我们使用静息状态功能磁共振成像(rs-fMRI)来检验以下假设:MBI(MBI)患者的默认模式网络(DMN)和显着性网络(SN)内的FC减少,相对于那些没有(MBI-)。
    未经评估:根据两项协调的无痴呆队列研究,使用MBI清单上的≥6分定义MBI状态,确定了32个MBI+和63个MBI-个体(平均年龄:71.7岁;54.7%为女性)。使用CONNfMRI工具箱(v20。)后扣带皮层(PCC)作为DMN内的种子区域,前扣带皮层(ACC)作为SN内的种子。PCC和ACC的平均时间序列用于确定DMN内其他区域的FC(内侧前额叶皮质,外侧下顶叶皮质)和SN(前岛,颈上回,前额叶皮质),分别。年龄,性别,多年的教育,和蒙特利尔认知评估评分作为模型协变量。错误发现率方法用于校正多重比较,p值为0.05被认为是显著的。
    未经评估:对于DMN,MBI+个体在PCC和内侧前额叶皮层之间表现出减少的FC,与MBI相比。对于SN,MBI+个体在ACC和左前脑岛之间表现出降低的FC。
    未经证实:无痴呆老年人的MBI与已知在痴呆症中被破坏的网络中的FC降低有关。我们的结果补充了将MBI与阿尔茨海默病生物标志物联系起来的证据。
    UNASSIGNED:在FAVR和COMPASS-ND研究的95名无痴呆患者中完成了静息状态功能磁共振成像。参与者通过信息评级的轻度行为损害清单(MBI-C)评分进行分层,MBI+≥6。MBI参与者在默认模式网络和显着性网络中显示出减少的功能连接(FC)。这些FC变化与早期阿尔茨海默病的变化一致。MBI可以帮助识别患有早期神经退行性疾病的人。
    UNASSIGNED: Mild behavioral impairment (MBI) is a syndrome that uses later-life emergent and persistent neuropsychiatric symptoms (NPS) to identify a group at high risk for incident dementia. MBI is associated with neurodegenerative disease markers in advance of syndromic dementia. Functional connectivity (FC) correlates of MBI are understudied and could provide further insights into mechanisms early in the disease course. We used resting-state functional magnetic resonance imaging (rs-fMRI) to test the hypothesis that FC within the default mode network (DMN) and salience network (SN) of persons with MBI (MBI+) is reduced, relative to those without (MBI-).
    UNASSIGNED: From two harmonized dementia-free cohort studies, using a score of ≥6 on the MBI Checklist to define MBI status, 32 MBI+ and 63 MBI- individuals were identified (mean age: 71.7 years; 54.7% female). Seed-based connectivity analysis was implemented in each MBI group using the CONN fMRI toolbox (v20.b), with the posterior cingulate cortex (PCC) as the seed region within the DMN and anterior cingulate cortex (ACC) as the seed within the SN. The average time series from the PCC and ACC were used to determine FC with other regions within the DMN (medial prefrontal cortex, lateral inferior parietal cortex) and SN (anterior insula, supramarginal gyrus, rostral prefrontal cortex), respectively. Age, sex, years of education, and Montreal Cognitive Assessment scores were included as model covariates. The false discovery rate approach was used to correct for multiple comparisons, with a p-value of .05 considered significant.
    UNASSIGNED: For the DMN, MBI+ individuals exhibited reduced FC between the PCC and the medial prefrontal cortex, compared to MBI-. For the SN, MBI+ individuals exhibited reduced FC between the ACC and left anterior insula.
    UNASSIGNED: MBI in dementia-free older adults is associated with reduced FC in networks known to be disrupted in dementia. Our results complement the evidence linking MBI with Alzheimer\'s disease biomarkers.
    UNASSIGNED: Resting-state functional magnetic resonance imaging was completed in 95 dementia-free persons from FAVR and COMPASS-ND studies.Participants were stratified by informant-rated Mild Behavioral Impairment Checklist (MBI-C) score, ≥6 for MBI+.MBI+ participants showed reduced functional connectivity (FC) within the default mode network and salience network.These FC changes are consistent with those seen in early-stage Alzheimer\'s disease.MBI may help identify persons with early-stage neurodegenerative disease.
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  • 文章类型: Journal Article
    未经批准:化疗引起的认知障碍(CICI),称为“化学路线”,在施用化疗剂后的癌症患者中非常普遍。然而,CICI潜在的病理生理机制尚不清楚.本研究旨在探讨接受不同化疗方案的非小细胞肺癌(NSCLC)患者脑功能变化及相关认知障碍。
    UNASSIGNED:共招募了49例NSCLC患者(25例接受培美曲塞联合卡铂化疗(PeCC)和24例接受紫杉醇联合卡铂化疗(PaCC))和61例健康对照(HCs),并进行了静息状态功能磁共振成像(rs-fMRI)扫描,以及认知功能测试,包括迷你精神状态考试(MMSE),蒙特利尔认知评估(MoCA)癌症治疗的功能评估-认知功能(FACT-Cog)。通过区域同质性(ReHo)值测量脑功能活动,计算和组间比较。此外,评估了改变的脑区ReHo值与认知量表评分之间的关联.
    未经证实:NSCLC患者显示MMSE评分降低,MoCA和FACT-Cog以及双侧额上回(内侧)ReHo值降低,额中回,左额下回(眶部)和双侧脑岛和尾状部ReHo值增加。与HC相比,接受PeCC的患者显示右额上回(背外侧)的ReHo值降低,左额上回(眼眶内侧),额中回,当接受PaCC的患者在右罗兰管壳中出现ReHo值增加时,左岛和右尾状.与接受PaCC的患者相比,接受PeCC的患者左额上回(眶部)的ReHo值降低,左额下回和增加的ReHo值,舌回。此外,患者组左右额上回(内侧)的ReHo值与FACT-Cog总分呈正相关.
    UNASSIGNED:这些发现提供了证据,证明以卡铂为基础的化疗可引起CI,并伴有前额叶皮质的功能改变,脑岛,尾状.这些可能是NSCLC患者CI的病理生理基础,并通过不同的生物学机制受到化疗药物施用差异的影响。
    UNASSIGNED: Chemotherapy-induced cognitive impairment (CICI), termed \"chemobrain\", is highly prevalent in cancer patients following the administration of chemotherapeutic agents. However, the potential pathophysiological mechanisms underlying CICI remain unknown. This study aimed to explore the functional changes of the brain and associated cognitive impairment in non-small cell lung cancer (NSCLC) patients receiving different chemotherapy regimen.
    UNASSIGNED: A total of 49 NSCLC patients (25 patients receiving pemetrexed plus carboplatin chemotherapy (PeCC) and 24 patients receiving paclitaxel plus carboplatin chemotherapy (PaCC)) and 61 healthy controls (HCs) were recruited and underwent resting-state functional magnetic resonance imaging (rs-fMRI) scanning, as well as cognitive function tests including Mini Mental State Exam (MMSE), Montreal Cognitive Assessment (MoCA), Functional Assessment of Cancer Therapy-Cognitive Function (FACT-Cog). Brain functional activities were measured by regional homogeneity (ReHo) values, which were calculated and compared between groups. In addition, the associations between ReHo values of changed brain regions and scores of cognitive scales were evaluated.
    UNASSIGNED: NSCLC patients showed decreased scores of MMSE, MoCA and FACT-Cog and decreased ReHo values in the bilateral superior frontal gyrus (medial), middle frontal gyrus, left inferior frontal gyrus (orbital part) and increased ReHo values in the bilateral insula and caudate. Compared with HCs, patients receiving PeCC demonstrated decreased ReHo values in the right superior frontal gyrus (dorsolateral), left superior frontal gyrus (medial orbital), middle frontal gyrus, insula and rectus gyrus while patients receiving PaCC presented increased ReHo values in the right rolandic operculum, left insula and right caudate. Compared with patients receiving PaCC, patients receiving PeCC had decreased ReHo values in the left superior frontal gyrus (orbital part), middle frontal gyrus and increased ReHo values in the left inferior temporal gyrus, lingual gyrus. Moreover, positive relationships were found between ReHo values of the left and right superior frontal gyrus (medial) and the total scores of FACT-Cog in the patient group.
    UNASSIGNED: The findings provided evidences that carboplatin-based chemotherapy could cause CICI accompanied by functional changes in the prefrontal cortex, insula, caudate. These might be the pathophysiological basis for CICI of NSCLC patients and were affected by the differences of chemotherapeutic agent administration through different biological mechanisms.
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  • 文章类型: Journal Article
    The insula, consisting of functionally diverse subdivisions, plays a significant role in Parkinson\'s disease (PD)-related cognitive disorders. However, the functional connectivity (FC) patterns of insular subdivisions in PD remain unclear. Our aim is to investigate the changes in FC patterns of insular subdivisions and their relationships with cognitive domains. Three groups of participants were recruited in this study, including PD patients with mild cognitive impairment (PD-MCI, n = 25), PD patients with normal cognition (PD-NC, n = 13), and healthy controls (HCs, n = 17). Resting-state functional magnetic resonance imaging (rs-fMRI) was used to investigate the FC in insular subdivisions of the three groups. Moreover, all participants underwent a neuropsychological battery to assess cognition so that the relationship between altered FC and cognitive performance could be elucidated. Compared with the PD-NC group, the PD-MCI group exhibited increased FC between the left dorsal anterior insular (dAI) and the right superior parietal gyrus (SPG), and altered FC was negatively correlated with memory and executive function. Compared with the HC group, the PD-MCI group showed significantly increased FC between the right dAI and the right median cingulate and paracingulate gyri (DCG), and altered FC was positively related to attention/working memory, visuospatial function, and language. Our findings highlighted the different abnormal FC patterns of insular subdivisions in PD patients with different cognitive abilities. Furthermore, dysfunction of the dAI may partly contribute to the decline in executive function and memory in early drug-naïve PD patients.
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  • 文章类型: Journal Article
    这项静息状态功能磁共振成像(fMRI)研究使用图论分析(GTA)确定了健康成年人强烈渴望虚空所引起的脑功能网络的功能连通性(FC)变化和拓扑特性变化。
    三十四健康,惯用右手的受试者通过喝水来填充他们的膀胱。受试者在空膀胱和强烈的排空状态下进行扫描。在自动解剖标记(AAL)图谱中的90个大脑区域中计算Pearson的相关系数,以构建大脑功能网络。配对t检验(P<0.05,错误发现率[FDR]校正后)用于检测FC的显着差异,拓扑属性(小世界参数[伽马,sigma],Cp,Lp,Eglob,Eloc,和Ennodal)在所有科目的两种状态之间。
    这两种状态都显示出小世界网络属性。全脑网络的聚类系数(Cp)和局部效率(Eloc)下降,而默认模式网络(DMN)内的FC与膀胱排空状态相比在强烈的排空愿望期间增加。此外,在基底神经节(BG)中检测到结节效率(结节)增加,DMN,感觉运动相关网络(SMN),和视觉网络(VN)。
    我们检测到大脑功能网络中的FC变化和拓扑性质的变化,这是由健康人群强烈的虚空欲望引起的,并表明排尿控制可能是一个由DMN主导并由多个子网络协调的过程(例如,BG,SMN,和VN),这可以作为了解膀胱功能障碍的病理过程的基线,并有助于改善未来的靶向治疗。
    This resting-state functional magnetic resonance imaging (fMRI) study determined the functional connectivity (FC) changes and topologic property alterations of the brain functional network provoked by a strong desire to void in healthy adults using a graph theory analysis (GTA).
    Thirty-four healthy, right-handed subjects filled their bladders by drinking water. The subjects were scanned under an empty bladder and a strong desire to void states. The Pearson\'s correlation coefficients were calculated among 90 brain regions in the automated anatomical labeling (AAL) atlas to construct the brain functional network. A paired t test (P < .05, after false discovery rate [FDR] correction) was used to detect significant differences in the FC, topologic properties (small-world parameters [gamma, sigma], Cp, Lp, Eglob, Eloc, and Enodal) between the two states in all subjects.
    Both the two states showed small-world network properties. The clustering coefficient (Cp) and local efficiency (Eloc) in the whole brain network decreased, while the FC within the default mode network (DMN) increased during the strong desire to void compared with the empty bladder state. Moreover, an increased nodal efficiency (Enodal) was detected in the basal ganglia (BG), DMN, sensorimotor-related network (SMN), and visual network (VN).
    We detected FC changes and topologic property alterations in brain functional networks caused by a strong desire to void in healthy and suggest that the micturition control may be a process dominated by DMN and coordinated by multiple sub-networks (such as, BG, SMN, and VN), which could serve as a baseline for understanding the pathologic process underlying bladder dysfunction and be useful to improve targeted therapy in the future.
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  • 文章类型: Journal Article
    This study aimed to investigate the cerebral function deficits in patients with leukoaraiosis (LA) and the correlation with white matter hyperintensity (WMH) using functional MRI (fMRI) technology.
    Twenty-eight patients with LA and 30 volunteers were enrolled in this study. All patients underwent structural MRI and resting-state functional MRI (rs-fMRI) scanning. The amplitude of low-frequency fluctuations (ALFF) of rs-fMRI signals for the two groups was compared using two-sample t tests. A one-sample t test was performed on the individual z-value maps to identify the functional connectivity of each group. The z values were compared between the two groups using a two-sample t test. Partial correlations between ALFF values and functional connectivity of the brain regions that showed group differences and Fazekas scores of the WMH were analyzed.
    Compared with the control group, the LA group showed a significant decrease in the ALFF in the left parahippocampal gyrus (PHG) and an increased ALFF in the left inferior semi-lunar lobule and right superior orbital frontal gyrus (SOFG). The patients with LA showed an increased functional connectivity between the right insular region and the right SOFG and between the right calcarine cortex and the left PHG. After the effects of age, gender, and years of education were corrected as covariates, the functional connectivity strength of the right insular and the right SOFG showed close correlations with the Fazekas scores.
    Our results enhance the understanding of the pathomechanism of LA. Leukoaraiosis is associated with widespread cerebral function deficits, which show a close correlation with WMH and can be measured by rs-fMRI.
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