Leukoaraiosis

脑白质疏松症
  • 文章类型: Journal Article
    谷氨酸抓取者,如谷氨酸草酰乙酸转氨酶(GOT),已提出预防中风患者高谷氨酸水平继发的兴奋性毒性。然而,GOT捕获血谷氨酸的功效可能取决于血脑屏障(BBB)破坏的程度和严重程度.我们的目的是根据BBB血清标志物(基于神经影像学的可溶性肿瘤坏死因子样弱凋亡诱导剂(sTWEAK)和脑白质疏松),分析GOT和谷氨酸浓度与患者功能状态的关系。这项回顾性观察研究包括906名缺血性卒中患者。我们研究了脑白质疏松症的存在和血清谷氨酸水平,有,和血液样本中的sTWEAK。在3个月时使用改良的Rankin量表(mRS)评估功能结果。在sTWEAK水平>2900pg/mL的患者中,GOT和谷氨酸水平之间呈显著负相关(Pearson相关系数:-0.249;p<0.0001)。在患有和不患有脑白质疏松症的患者中也观察到了这种相关性(Pearson相关系数:-0.299;p<0.001vs.-0.116;p=0.024)。逻辑回归模型证实,当sTWEAK水平>2900pg/mL(OR:0.41;CI95%:0.28-0.68;p<0.0001)或与脑白质疏松(OR:0.75;CI95%:0.69-0.82;p<0.0001)时,在3个月时,较高的GOT水平与较低的不良预后相关。GOT水平与3个月时的谷氨酸水平和功能结果相关,但仅限于患有脑白质疏松和sTWEAK水平升高的患者。因此,针对谷氨酸捕获的治疗可能对BBB功能障碍患者更有效.
    Glutamate grabbers, such as glutamate oxaloacetate transaminase (GOT), have been proposed to prevent excitotoxicity secondary to high glutamate levels in stroke patients. However, the efficacy of blood glutamate grabbing by GOT could be dependent on the extent and severity of the disruption of the blood-brain barrier (BBB). Our purpose was to analyze the relationship between GOT and glutamate concentration with the patient\'s functional status differentially according to BBB serum markers (soluble tumor necrosis factor-like weak inducer of apoptosis (sTWEAK) and leukoaraiosis based on neuroimaging). This retrospective observational study includes 906 ischemic stroke patients. We studied the presence of leukoaraiosis and the serum levels of glutamate, GOT, and sTWEAK in blood samples. Functional outcome was assessed using the modified Rankin Scale (mRS) at 3 months. A significant negative correlation between GOT and glutamate levels at admission was shown in those patients with sTWEAK levels > 2900 pg/mL (Pearson\'s correlation coefficient: -0.249; p < 0.0001). This correlation was also observed in patients with and without leukoaraiosis (Pearson\'s correlation coefficients: -0.299; p < 0.001 vs. -0.116; p = 0.024). The logistic regression model confirmed the association of higher levels of GOT with lower odds of poor outcome at 3 months when sTWEAK levels were >2900 pg/mL (OR: 0.41; CI 95%: 0.28-0.68; p < 0.0001) or with leukoaraiosis (OR: 0.75; CI 95%: 0.69-0.82; p < 0.0001). GOT levels are associated with glutamate levels and functional outcomes at 3 months, but only in those patients with leukoaraiosis and elevated sTWEAK levels. Consequently, therapies targeting glutamate grabbing might be more effective in patients with BBB dysfunction.
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  • 文章类型: Journal Article
    目的:本研究旨在探讨使用计算机断层扫描(CT)衰减值来区分低密度脑部病变的可行性,特别是不对称脑白质疏松症(LA)和陈旧性脑梗死(OCI)的急性缺血性卒中(AIS)。
    方法:这项回顾性研究包括2019年6月至2021年6月通过脑部CT扫描发现的不确定低密度病变的患者。所有病变均在CT后48h内通过头部MRI/弥散加权成像证实。测量低密度病变和对称对照区域的CT衰减值。此外,计算CT衰减值差(ΔHU)和比值(RatioHU)。单因素方差分析(ANOVA)用于比较年龄和CT参数(CT衰减值,ΔHU和RatioHU)。最后,我们进行了受试者工作特征(ROC)分析,以确定区分低密度病变的临界值.
    结果:共检查了146例患者的167个病灶。AIS的CT衰减值(n=39),LA(n=53),OCI(n=75)为18.90±6.40HU,17.53±4.67HU,和11.90±5.92HU,分别。AIS组症状发作与CT扫描之间的时间间隔为32.21±26.85h。方差分析显示低密度病变组的CT参数之间存在显着差异(均P<0.001)。CT值的AUC,ΔHU,区分AIS和OCI的比率HU分别为0.802、0.896和0.878(均P<0.001)。同时,区分OCI和LA的AUC分别为0.789、0.883和0.857(均P<0.001)。然而,没有一个参数可以区分AIS和LA。
    结论:CT衰减参数可用于在CT图像上不确定的低密度病变中区分AIS和OCI或OCI和LA。然而,区分AIS和LA仍然具有挑战性。
    OBJECTIVE: This study aimed to investigate the feasibility of using computed tomography (CT) attenuation values to differentiate hypodense brain lesions, specifically acute ischemic stroke (AIS) from asymmetric leukoaraiosis (LA) and old cerebral infarction (OCI).
    METHODS: This retrospective study included patients with indeterminate hypodense lesions identified via brain CT scans conducted between June 2019 and June 2021. All lesions were confirmed through head MRI/diffusion-weighted imaging within 48 h after CT. CT attenuation values of hypodense lesions and symmetrical control regions were measured. Additionally, CT attenuation value difference (ΔHU) and ratio (RatioHU) were calculated. One-way analysis of variance (ANOVA) was used to compare age and CT parameters (CT attenuation values, ΔHU and RatioHU) across the groups. Finally, receiver operating characteristic (ROC) analysis was performed to determine the cutoff values for distinguishing hypodense lesions.
    RESULTS: A total of 167 lesions from 146 patients were examined. The CT attenuation values for AIS(n = 39), LA(n = 53), and OCI(n = 75) were 18.90 ± 6.40 HU, 17.53 ± 4.67 HU, and 11.90 ± 5.92 HU, respectively. The time interval between symptom onset and CT scans for AIS group was 32.21 ± 26.85 h. ANOVA revealed significant differences among the CT parameters of the hypodense lesion groups (all P < 0.001). The AUC of CT values, ΔHU, and RatioHU for distinguishing AIS from OCI were 0.802, 0.896 and 0.878, respectively (all P < 0.001). Meanwhile, the AUC for distinguishing OCI from LA was 0.789, 0.883, and 0.857, respectively (all P < 0.001). Nevertheless, none of the parameters could distinguish AIS from LA.
    CONCLUSIONS: CT attenuation parameters can be utilized to differentiate between AIS and OCI or OCI and LA in indeterminate hypodense lesions on CT images. However, distinguishing AIS from LA remains challenging.
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  • 文章类型: Journal Article
    背景:以往的研究大多调查了影响缺血性脑卒中患者脑白质疏松发生的危险因素和影响脑白质疏松严重程度的危险因素,但在我国颅内动脉粥样硬化性狭窄所致首发缺血性卒中最常见类型人群中,影响脑白质疏松严重程度的危险因素和临床特征的研究相对较少。方法:我们回顾性研究了因颅内动脉粥样硬化狭窄引起的首次缺血性卒中患者。所有患者均接受弥散重量磁共振成像和辅助检查,例如磁共振血管造影和/或计算机断层扫描血管造影和/或数字减影血管造影。并对其特点和临床资料进行统计学分析。结果:在入选的504名患者中,176(34.92%),202(40.08%),126例(25.00%)患者处于轻度,中度,和严重的群体,分别,与中度和轻度组相比,重度组患者年龄较大(p<0.05)。与重度和轻度组相比,重度组的高血压更为严重(p<0.05)。与中度和轻度组相比,重度组的住院时间更短(p<0.05)。重度组的入院美国国立卫生研究院卒中量表高于中度和轻度组(p<0.05)。同型半胱氨酸,葡萄糖,糖化血红蛋白A1c,中性粒细胞-淋巴细胞比率,3组间超敏C反应蛋白与白蛋白比值水平差异有统计学意义(p<0.05)。3组前、后循环梗死灶分布无明显相关性(p>0.05)。结论:年龄和同型半胱氨酸是急性缺血性脑卒中患者脑白质疏松严重程度的独立危险因素。且均与脑白质疏松严重程度呈正相关。高血压,葡萄糖,糖化血红蛋白A1c,中性粒细胞与淋巴细胞比值和超敏C反应蛋白与白蛋白比值对患者预后评估有重要意义。
    Background: Previous studies have mostly investigated the risk factors affecting the occurrence of leukoaraiosis and the risk factors affecting the severity of leukoaraiosis in patients with ischemic stroke, but there are relatively few studies on the risk factors and clinical characteristics affecting the severity of leukoaraiosis in the population with the most common type of first-episode ischemic stroke caused by intracranial atherosclerotic stenosis in China. Methods: We retrospectively studied patients with first-ever ischemic stroke due to intracranial atherosclerotic stenosis. All patients underwent diffusion weight magnetic resonance imaging and adjunctive examinations such as magnetic resonance angiography and/or computed tomography angiography and/or digital subtraction angiography. The characteristics and clinical data were also statistically analyzed. Results: Of the 504 patients enrolled, 176 (34.92%), 202 (40.08%), and 126 (25.00%) patients were in the mild, moderate, and severe groups, respectively, and the patients were older in the severe group compared with the moderate and mild groups (p < 0.05). Hypertension was more severe in the severe group compared with the severe and mild groups (p < 0.05). The time to hospital admission was shorter in the severe group compared with the moderate and mild groups (p < 0.05). The admission National Institutes of Health stroke scale was higher in the severe group than in the moderate and mild groups (p < 0.05). homocysteine, glucose, glycohemoglobin A1c, neutrophil-lymphocyte ratio, and ultrasensitive C-reactive protein to albumin ratio levels were significantly different between the three groups (p < 0.05). There was no significant correlation between the distribution of infarct foci in the anterior and posterior circulation in the three groups (p > 0.05). Conclusion: Age and homocysteine were independent risk factors for leukoaraiosis severity in patients with acute ischemic stroke, and all were positively associated with leukoaraiosis severity. Hypertension, glucose, glycohemoglobin A1c, neutrophil-lymphocyte ratio and ultrasensitive C-reactive protein to albumin ratio levels were highly significant in evaluating the prognosis of patients.
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  • 文章类型: Journal Article
    脑白质疏松症(LA)在T2加权磁共振成像扫描上表现为脑白质高强度,并对应于脑组织中的白质病变或异常。临床上,它通常在40年代初检测到,在全球范围内,年龄>60岁的个体中非常普遍。从成像的角度来看,LA可以呈现为几种异质形式,包括深部或皮质下白质中的点状和斑片状病变;具有室管帽的病变,铅笔薄衬里,和光滑的光环;以及不规则的病变,并不总是良性的。鉴于其可能对正常大脑功能产生有害影响,并因此增加公共卫生负担,相当多的努力集中在调查各种风险因素与洛杉矶风险之间的关联上,并制定相关的临床干预措施。然而,研究结果不一致,很可能是由于研究设计的潜在差异,神经成像方法,和样本量以及LA固有的神经影像学异质性和多因素性质。在这篇文章中,我们提供了LA的概述,并总结了有关其流行病学的现有知识,神经影像学分类,病理特征,危险因素,和潜在的干预策略。
    Leukoaraiosis (LA) manifests as cerebral white matter hyperintensities on T2-weighted magnetic resonance imaging scans and corresponds to white matter lesions or abnormalities in brain tissue. Clinically, it is generally detected in the early 40s and is highly prevalent globally in individuals aged >60 years. From the imaging perspective, LA can present as several heterogeneous forms, including punctate and patchy lesions in deep or subcortical white matter; lesions with periventricular caps, a pencil-thin lining, and smooth halo; as well as irregular lesions, which are not always benign. Given its potential of having deleterious effects on normal brain function and the resulting increase in public health burden, considerable effort has been focused on investigating the associations between various risk factors and LA risk, and developing its associated clinical interventions. However, study results have been inconsistent, most likely due to potential differences in study designs, neuroimaging methods, and sample sizes as well as the inherent neuroimaging heterogeneity and multi-factorial nature of LA. In this article, we provided an overview of LA and summarized the current knowledge regarding its epidemiology, neuroimaging classification, pathological characteristics, risk factors, and potential intervention strategies.
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  • 文章类型: Journal Article
    衰老在脑小血管病(CSVD)的发病机制中起着举足轻重的作用,有助于血管性认知障碍和痴呆(VCID)的发作和进展。在老年人中,CSVD通常导致显著的病理结果,包括血脑屏障(BBB)破坏,进而引发神经炎症和白质损伤。在神经影像学研究中,这种损伤经常被观察为白质高强度(WMHs)。越来越多的证据表明,患有动脉粥样硬化血管疾病的老年人,比如外周动脉疾病,缺血性心脏病,颈动脉狭窄,面临发展CSVD和VCID的风险增加。本文综述了外周动脉粥样硬化与动脉粥样硬化的复杂关系,CSVD的发病机制,和BBB中断。它探索了血管老化的连续性,强调大动脉粥样硬化和脑微循环BBB破坏的共同病理机制,同时加重CSVD和VCID。通过审查目前的证据,本文讨论了内皮功能障碍的影响,细胞衰老,炎症,和氧化应激对血管和神经血管健康的影响。这篇综述旨在加强对这些复杂相互作用的理解,并倡导综合方法来管理血管健康。从而降低CSVD和VCID的风险和进展。
    Aging plays a pivotal role in the pathogenesis of cerebral small vessel disease (CSVD), contributing to the onset and progression of vascular cognitive impairment and dementia (VCID). In older adults, CSVD often leads to significant pathological outcomes, including blood-brain barrier (BBB) disruption, which in turn triggers neuroinflammation and white matter damage. This damage is frequently observed as white matter hyperintensities (WMHs) in neuroimaging studies. There is mounting evidence that older adults with atherosclerotic vascular diseases, such as peripheral artery disease, ischemic heart disease, and carotid artery stenosis, face a heightened risk of developing CSVD and VCID. This review explores the complex relationship between peripheral atherosclerosis, the pathogenesis of CSVD, and BBB disruption. It explores the continuum of vascular aging, emphasizing the shared pathomechanisms that underlie atherosclerosis in large arteries and BBB disruption in the cerebral microcirculation, exacerbating both CSVD and VCID. By reviewing current evidence, this paper discusses the impact of endothelial dysfunction, cellular senescence, inflammation, and oxidative stress on vascular and neurovascular health. This review aims to enhance understanding of these complex interactions and advocate for integrated approaches to manage vascular health, thereby mitigating the risk and progression of CSVD and VCID.
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  • 文章类型: Journal Article
    脑小血管病是腔隙性中风(LS)的最常见原因。了解LS发病机制对于预测疾病严重程度至关重要,预后,并开发治疗方法。
    研究将脑深部结构中的LS与皮质下白质中的LS区分开的分子谱。
    前瞻性病例对照研究,包括120例经影像学证实的LS患者和120例对照组。
    我们检查了阿尔茨海默病生物标志物[淀粉样β(Aβ1-40,Aβ1-42)]之间的关系,血清炎症标志物(白细胞介素-6,IL-6),和内皮功能障碍标志物[可溶性肿瘤坏死因子样凋亡弱诱导剂,和pentraxin-3(sTWEAK,PTX3)]关于发生在脑深部结构和皮质下白质中的LS。此外,我们调查了LS之间的联系,脑白质疏松症的存在(白质高信号,WMHs),和3个月时的功能结果。不良结局定义为3个月时改良的Rankin量表>2。
    深腔隙性梗死患者和近期小皮质下梗死患者的IL-6、PTX3和sTWEAK水平存在显著差异(20.8比15.6pg/mL,p<0.001;7221.3对4624.4pg/mL,p<0.0001;2528.5对1660.5pg/mL,p=0.001)。与具有良好结果的患者相比,在3个月时具有差结果的患者显示出显著更高浓度的这些生物标志物。相比之下,Aβ1-40和Aβ1-42在深部LS患者中显著降低(p<0.0001)。在预后较差的皮质下白质LS患者中,Aβ1-42水平明显较高。WMH严重程度仅与深度LS显著相关,与sTWEAK相关(p<0.0001)。
    脑深部结构腔隙性梗死的病理生理机制似乎与皮质下白质不同。因此,应探索具体的治疗和预防策略.
    UNASSIGNED: Cerebral small vessel disease is the most common cause of lacunar strokes (LS). Understanding LS pathogenesis is vital for predicting disease severity, prognosis, and developing therapies.
    UNASSIGNED: To research molecular profiles that differentiate LS in deep brain structures from those in subcortical white matter.
    UNASSIGNED: Prospective case-control study involving 120 patients with imaging-confirmed LS and a 120 control group.
    UNASSIGNED: We examined the relationship between Alzheimer\'s disease biomarkers [amyloid beta (Aβ1-40, Aβ1-42)], serum inflammatory marker (interleukin-6, IL-6), and endothelial dysfunction markers [soluble tumor necrosis factor-like weak inducer of apoptosis, and pentraxin-3 (sTWEAK, PTX3)] with respect to LS occurring in deep brain structures and subcortical white matter. In addition, we investigated links between LS, leukoaraiosis presence (white matter hyperintensities, WMHs), and functional outcomes at 3 months. Poor outcome was defined as a modified Rankin scale >2 at 3 months.
    UNASSIGNED: Significant differences were observed in levels of IL-6, PTX3, and sTWEAK between patients with deep lacunar infarcts and those with recent small subcortical infarcts (20.8 versus 15.6 pg/mL, p < 0.001; 7221.3 versus 4624.4 pg/mL, p < 0.0001; 2528.5 versus 1660.5 pg/mL, p = 0.001). Patients with poor outcomes at 3 months displayed notably higher concentrations of these biomarkers compared to those with good outcomes. By contrast, Aβ1-40 and Aβ1-42 were significantly lower in patients with deep LS (p < 0.0001). Aβ1-42 levels were significantly higher in patients with LS in subcortical white matter who had poor outcomes. WMH severity only showed a significant association with deep LS and correlated with sTWEAK (p < 0.0001).
    UNASSIGNED: The pathophysiological mechanisms of lacunar infarcts in deep brain structures seem different from those in the subcortical white matter. As a result, specific therapeutic and preventive strategies should be explored.
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  • 文章类型: Journal Article
    脑微出血(CMHs,也称为脑微出血)是脑小血管病(CSVD)的一个关键但经常被低估的方面,带来实质性的临床后果。通过灵敏的神经成像技术可以探测到,CMHs揭示了广泛的病理景观。它们在人口老龄化中普遍存在,在给定的个体中经常观察到多个CMH。CMHs与加速的认知功能减退密切相关,并且越来越被认为是血管性认知障碍和痴呆(VCID)和阿尔茨海默病(AD)发病的关键因素。这篇综述论文深入研究了动脉粥样硬化的假说,一种普遍的年龄相关的大血管疾病,将其病理影响扩展到大脑微循环,从而促进CSVD的发展和进步,特别关注CMH。我们探索血管老化的概念作为一个连续体,桥接大血管病变,如动脉粥样硬化,具有CSVD的微血管异常特征。我们认为,在大型血管中加速老化的风险因素相同(即,动脉粥样硬化),主要通过氧化应激和炎症途径,同样刺激加速微血管老化。加速微血管老化导致微血管脆性增加,这反过来又预示着CMH的形成。高血压和淀粉样蛋白病理的存在进一步加剧了这一过程。我们全面概述了支持这种相互联系的血管假说的当前证据。我们的审查包括流行病学数据的检查,这提供了在动脉粥样硬化和CSVD背景下CMHs的患病率和影响的见解。此外,我们探索了大型船舶老化之间的共享机制,动脉粥样硬化,微血管老化,CSVD,特别关注这些交织在一起的过程是如何促成CMH的发生的。通过强调血管老化在CMHs病理生理学中的作用,这篇综述旨在提高对CSVD及其与系统性血管疾病的联系的认识.我们的目标是提供见解,可以为神经血管健康领域的未来治疗方法和研究方向提供信息。
    Cerebral microhemorrhages (CMHs, also known as cerebral microbleeds) are a critical but frequently underestimated aspect of cerebral small vessel disease (CSVD), bearing substantial clinical consequences. Detectable through sensitive neuroimaging techniques, CMHs reveal an extensive pathological landscape. They are prevalent in the aging population, with multiple CMHs often being observed in a given individual. CMHs are closely associated with accelerated cognitive decline and are increasingly recognized as key contributors to the pathogenesis of vascular cognitive impairment and dementia (VCID) and Alzheimer\'s disease (AD). This review paper delves into the hypothesis that atherosclerosis, a prevalent age-related large vessel disease, extends its pathological influence into the cerebral microcirculation, thereby contributing to the development and progression of CSVD, with a specific focus on CMHs. We explore the concept of vascular aging as a continuum, bridging macrovascular pathologies like atherosclerosis with microvascular abnormalities characteristic of CSVD. We posit that the same risk factors precipitating accelerated aging in large vessels (i.e., atherogenesis), primarily through oxidative stress and inflammatory pathways, similarly instigate accelerated microvascular aging. Accelerated microvascular aging leads to increased microvascular fragility, which in turn predisposes to the formation of CMHs. The presence of hypertension and amyloid pathology further intensifies this process. We comprehensively overview the current body of evidence supporting this interconnected vascular hypothesis. Our review includes an examination of epidemiological data, which provides insights into the prevalence and impact of CMHs in the context of atherosclerosis and CSVD. Furthermore, we explore the shared mechanisms between large vessel aging, atherogenesis, microvascular aging, and CSVD, particularly focusing on how these intertwined processes contribute to the genesis of CMHs. By highlighting the role of vascular aging in the pathophysiology of CMHs, this review seeks to enhance the understanding of CSVD and its links to systemic vascular disorders. Our aim is to provide insights that could inform future therapeutic approaches and research directions in the realm of neurovascular health.
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  • 文章类型: Journal Article
    脑白质疏松症是小血管疾病的神经影像学标志物,其特征是液体衰减反转恢复MRI上的高信号强度。越来越多的病理学和神经影像学证据表明,白质疏松症的结构异常实际上存在于正常出现的白质区域内,与小血管疾病相关的白质损伤的潜在病理生理学涉及血脑屏障损伤。在这项研究中,我们的目的是验证脑白质疏松症是否与液体衰减反转恢复成像的信号强度升高有关,脑组织自由水积聚的标志,在正常的白质中。我们对入院诊断为急性缺血性中风或短暂性脑缺血发作的成年患者进行了横断面研究。使用涉及手动概述和信号阈值的半自动方法来分割脑白质疏松。白质区域是根据来自国际大脑映射协会152图谱的概率组织图进行分割的。此外,根据与脑白质疏松边界的体素距离进一步分割了正常外观的白质,在与脑白质疏松的体素距离增加的情况下,导致五个正常出现的白质地层。使用线性混合模型在多变量统计分析中研究了正常出现的白质上的平均归一化流体衰减反转恢复信号强度与脑白质疏松体积之间的关系,具有正常外观的白质地层作为聚类变量。选择了100名符合纳入和排除标准的连续患者进行分析(53%为女性,平均年龄68岁)。正常出现的白质上的平均归一化流体衰减反转恢复信号强度在脑白质疏松症附近较高,而在距脑白质疏松症的距离增加时逐渐降低。在多变量分析中,正常外观白质的平均归一化液体衰减反转恢复信号强度与脑白质疏松体积和年龄呈正相关(脑白质疏松四分位数每增加一次,B=0.025;95%置信区间0.019~0.030).在正常出现的白质地层中也发现了这种关联。在正常出现的白质上,平均归一化流体衰减的反转恢复信号强度的体素图显示,与脑白质疏松区域不相邻的信号强度增加。我们的结果表明,在液体衰减的反转恢复成像中,正常出现的白质表现出细微的信号强度变化,这与脑白质疏松症的负担有关。这些结果表明,弥漫性自由水的积累可能与小血管疾病相关的白质损害发展的病因致病过程有关。
    Leukoaraiosis is a neuroimaging marker of small-vessel disease that is characterized by high signal intensity on fluid-attenuated inversion recovery MRI. There is increasing evidence from pathology and neuroimaging suggesting that the structural abnormalities that characterize leukoaraiosis are actually present within regions of normal-appearing white matter, and that the underlying pathophysiology of white matter damage related to small-vessel disease involves blood-brain barrier damage. In this study, we aim to verify whether leukoaraiosis is associated with elevated signal intensity on fluid-attenuated inversion recovery imaging, a marker of brain tissue free-water accumulation, in normal-appearing white matter. We performed a cross-sectional study of adult patients admitted to our hospital with a diagnosis of acute ischaemic stroke or transient ischaemic attack. Leukoaraiosis was segmented using a semi-automated method involving manual outlining and signal thresholding. White matter regions were segmented based on the probabilistic tissue maps from the International Consortium for Brain Mapping 152 atlas. Also, normal-appearing white matter was further segmented based on voxel distance from leukoaraiosis borders, resulting in five normal-appearing white matter strata at increasing voxel distances from leukoaraiosis. The relationship between mean normalized fluid-attenuated inversion recovery signal intensity on normal-appearing white matter and leukoaraiosis volume was studied in a multivariable statistical analysis using linear mixed modelling, having normal-appearing white matter strata as a clustering variable. One hundred consecutive patients meeting inclusion and exclusion criteria were selected for analysis (53% female, mean age 68 years). Mean normalized fluid-attenuated inversion recovery signal intensity on normal-appearing white matter was higher in the vicinity of leukoaraiosis and progressively lower at increasing distances from leukoaraiosis. In a multivariable analysis, the mean normalized fluid-attenuated inversion recovery signal intensity on normal-appearing white matter was positively associated with leukoaraiosis volume and age (B = 0.025 for each leukoaraiosis quartile increase; 95% confidence interval 0.019-0.030). This association was found similarly across normal-appearing white matter strata. Voxel maps of the mean normalized fluid-attenuated inversion recovery signal intensity on normal-appearing white matter showed an increase in signal intensity that was not adjacent to leukoaraiosis regions. Our results show that normal-appearing white matter exhibits subtle signal intensity changes on fluid-attenuated inversion recovery imaging that are related to leukoaraiosis burden. These results suggest that diffuse free-water accumulation is likely related to the aetiopathogenic processes underlying the development of white matter damage related to small-vessel disease.
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  • 文章类型: Journal Article
    虽然神经系统表现是法布里病(FD)的核心特征,缺乏能够测量大脑受累的定量神经影像学生物标志物.我们使用深度学习和脑年龄范式来评估FD患者的大脑是否比正常年龄大,并验证大脑预测的年龄差异(brain-PAD)作为可能的疾病严重程度生物标志物。来自单一机构的FD患者和健康对照(HCs)的MRI扫描,回顾性地,研究过。记录Fabry稳定指数(FASTEX)作为疾病严重程度的量度。使用来自八个公开来源的健康受试者的最小预处理3DT1加权脑扫描(N=2160;平均年龄=33岁[范围4-86]),我们基于DenseNet架构训练了预测实际年龄的模型,并将其用于在内部队列中生成脑年龄预测.在线性建模框架中,检测brain-PAD与诊断组的年龄/性别相关性(FDvs.HC),FASTEX分数,以及全局和体素水平的神经影像学测量。我们研究了52例FD患者(40.6±12.6岁;28F)和58例HC(38.4±13.4岁;28F)。脑年龄模型实现了准确的样本外性能(平均绝对误差=4.01年,R2=.90)。FD患者的脑PAD明显高于HC(估计边际均值:3.1vs.-0.1,p=0.01)。Brain-PAD与FASTEX评分相关(B=0.10,p=0.02),脑实质分数(B=-153.50,p=.001),白质高强度负荷(B=0.85,p=0.01),整个大脑的组织体积减少。我们证明FD患者的大脑看起来比正常人更老。Brain-PAD与FD相关的多器官损伤相关,并受整体脑容量和白质高信号的影响。提供(神经)疾病严重程度的全面生物标志物。
    While neurological manifestations are core features of Fabry disease (FD), quantitative neuroimaging biomarkers allowing to measure brain involvement are lacking. We used deep learning and the brain-age paradigm to assess whether FD patients\' brains appear older than normal and to validate brain-predicted age difference (brain-PAD) as a possible disease severity biomarker. MRI scans of FD patients and healthy controls (HCs) from a single Institution were, retrospectively, studied. The Fabry stabilization index (FASTEX) was recorded as a measure of disease severity. Using minimally preprocessed 3D T1-weighted brain scans of healthy subjects from eight publicly available sources (N = 2160; mean age = 33 years [range 4-86]), we trained a model predicting chronological age based on a DenseNet architecture and used it to generate brain-age predictions in the internal cohort. Within a linear modeling framework, brain-PAD was tested for age/sex-adjusted associations with diagnostic group (FD vs. HC), FASTEX score, and both global and voxel-level neuroimaging measures. We studied 52 FD patients (40.6 ± 12.6 years; 28F) and 58 HC (38.4 ± 13.4 years; 28F). The brain-age model achieved accurate out-of-sample performance (mean absolute error = 4.01 years, R2 = .90). FD patients had significantly higher brain-PAD than HC (estimated marginal means: 3.1 vs. -0.1, p = .01). Brain-PAD was associated with FASTEX score (B = 0.10, p = .02), brain parenchymal fraction (B = -153.50, p = .001), white matter hyperintensities load (B = 0.85, p = .01), and tissue volume reduction throughout the brain. We demonstrated that FD patients\' brains appear older than normal. Brain-PAD correlates with FD-related multi-organ damage and is influenced by both global brain volume and white matter hyperintensities, offering a comprehensive biomarker of (neurological) disease severity.
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  • 文章类型: Journal Article
    背景:近年来,VCI的全球患病率稳步上升,但非致残性缺血性脑血管事件(NICE)患者VCI的诊断生物标志物仍不确定.这项研究的主要目的是调查外周血清学标志物之间的关系,白质损伤,NICE患者的认知功能。
    方法:我们收集了临床数据,人口统计信息,和257例NICE患者的病史。入院时使用MoCA,患者分为认知功能正常(NCF)组和VCI组.此外,根据Fazekas评分将患者分为轻度白质高强度(mWMH)或重度WMH.然后,我们比较了认知功能组和WMH组之间的血清学标志物水平。
    结果:在257例NICE患者中,165名男性和92名女性。淋巴细胞计数(OR=0.448,P<0.001)和LDL-C/HDL-C(OR=0.725,P=0.028)是NICE患者认知功能的保护因素。sWMH组的年龄和炎症指标较高,但MoCA评分较低,淋巴细胞计数高于mWMH组。在mWMH组中,淋巴细胞计数(AUC=0.765,P<0.001)和LDL-C/HDL-C(AUC=0.740,P<0.001)对VCI的诊断具有可接受的诊断价值。在sWMH组中,NCF和VCI组之间的血清学标志物没有发现显着差异。
    结论:淋巴细胞计数,LDL-C/HDL-C是NICE患者认知功能的独立保护因子,可作为NICE患者区分VCI的潜在生物学标志物,适用于mWMH患者亚组。
    BACKGROUND: The global prevalence of VCI has increased steadily in recent years, but diagnostic biomarkers for VCI in patients with non-disabling ischemic cerebrovascular incidents (NICE) remain indefinite. The primary objective of this research was to investigate the relationship between peripheral serological markers, white matter damage, and cognitive function in individuals with NICE.
    METHODS: We collected clinical data, demographic information, and medical history from 257 patients with NICE. Using the MoCA upon admission, patients were categorized into either normal cognitive function (NCF) or VCI groups. Furthermore, they were classified as having mild white matter hyperintensity (mWMH) or severe WMH based on Fazekas scores. We then compared the levels of serological markers between the cognitive function groups and the WMH groups.
    RESULTS: Among 257 patients with NICE, 165 were male and 92 were female. Lymphocyte count (OR = 0.448, P < 0.001) and LDL-C/HDL-C (OR = 0.725, P = 0.028) were protective factors for cognitive function in patients with NICE. The sWMH group had a higher age and inflammation markers but a lower MoCA score, and lymphocyte count than the mWMH group. In the mWMH group, lymphocyte count (AUC = 0.765, P < 0.001) and LDL-C/HDL-C (AUC = 0.740, P < 0.001) had an acceptable diagnostic value for the diagnosis of VCI. In the sWMH group, no significant differences were found in serological markers between the NCF and VCI groups.
    CONCLUSIONS: Lymphocyte count, LDL-C/HDL-C were independent protective factors for cognitive function in patients with NICE; they can be used as potential biological markers to distinguish VCI in patients with NICE and are applicable to subgroups of patients with mWMH.
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