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A systematic review and in silico analysis of studies investigating the ischaemic penumbra proteome in animal models of experimental stroke 对实验性中风动物模型缺血半影蛋白质组研究的系统综述和硅学分析
Pub Date : 2024-04-19 DOI: 10.1177/0271678x241248502
Joseph V Moxon, Cornea Pretorius, Alexandra F Trollope, Parul Mittal, Manuela Klingler-Hoffmann, Peter Hoffmann, Jonathan Golledge
Ischaemic stroke results in the formation of a cerebral infarction bordered by an ischaemic penumbra. Characterising the proteins within the ischaemic penumbra may identify neuro-protective targets and novel circulating markers to improve patient care. This review assessed data from studies using proteomic platforms to compare ischaemic penumbra tissues to controls following experimental stroke in animal models. Proteins reported to differ significantly between penumbra and control tissues were analysed in silico to identify protein-protein interactions and over-represented pathways. Sixteen studies using rat (n = 12), mouse (n = 2) or primate (n = 2) models were included. Heterogeneity in the design of the studies and definition of the penumbra were observed. Analyses showed high abundance of p53 in the penumbra within 24 hours of permanent ischaemic stroke and was implicated in driving apoptosis, cell cycle progression, and ATM- MAPK- and p53- signalling. Between 1 and 7 days after stroke there were changes in the abundance of proteins involved in the complement and coagulation pathways. Favourable recovery 1 month after stroke was associated with an increase in the abundance of proteins involved in wound healing. Poor recovery was associated with increases in prostaglandin signalling. Findings suggest that p53 may be a target for novel therapeutics for ischaemic stroke.
缺血性中风会形成脑梗塞,其边缘是缺血半影。确定缺血半影内蛋白质的特征可发现神经保护靶点和新型循环标志物,从而改善患者护理。本综述评估了使用蛋白质组平台比较动物模型实验性中风后缺血半影组织与对照组的研究数据。对半影组织和对照组组织之间存在显著差异的蛋白质进行了硅学分析,以确定蛋白质之间的相互作用和代表性过强的通路。共纳入了 16 项使用大鼠(n = 12)、小鼠(n = 2)或灵长类动物(n = 2)模型的研究。研究设计和半影的定义存在差异。分析表明,在永久性缺血性中风后 24 小时内,半影区中 p53 的含量较高,并与细胞凋亡、细胞周期进展、ATM- MAPK- 和 p53 信号传导有关。中风后 1 到 7 天内,参与补体和凝血途径的蛋白质丰度发生了变化。中风后 1 个月的良好恢复与参与伤口愈合的蛋白质丰度增加有关。恢复不良与前列腺素信号的增加有关。研究结果表明,p53 可能是缺血性中风新型疗法的靶点。
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引用次数: 0
Chronic sleep fragmentation impairs brain interstitial clearance in young wildtype mice 慢性睡眠片段会损害年轻野生型小鼠的大脑间隙清除能力
Pub Date : 2024-04-19 DOI: 10.1177/0271678x241230188
Saiyue Deng, Yusi Hu, Simiao Chen, Yang Xue, Di Yao, Qian Sun, Maiken Nedergaard, Wei Wang, Fengfei Ding
Accumulating evidence shows that most chronic neurological diseases have a link with sleep disturbances, and that patients with chronically poor sleep undergo an accelerated cognitive decline. Indeed, a single-night of sleep deprivation may increase metabolic waste levels in cerebrospinal fluid. However, it remains unknown how chronic sleep disturbances in isolation from an underlying neurological disease may affect the glymphatic system. Clearance of brain interstitial waste by the glymphatic system occurs primarily during sleep, driven by multiple oscillators including arterial pulsatility, and vasomotion. Herein, we induced sleep fragmentation in young wildtype mice and assessed the effects on glymphatic activity and cognitive functions. Chronic sleep fragmentation reduced glymphatic function and impaired cognitive functions in healthy mice. A mechanistic analysis showed that the chronic sleep fragmentation suppressed slow vasomotion, without altering cardiac-driven pulsations. Taken together, results of this study document that chronic sleep fragmentation suppresses brain metabolite clearance and impairs cognition, even in the absence of disease.
越来越多的证据表明,大多数慢性神经系统疾病都与睡眠障碍有关,而长期睡眠不足的患者会加速认知能力的衰退。事实上,一夜睡眠不足可能会增加脑脊液中的代谢废物水平。然而,如果长期睡眠障碍与潜在的神经系统疾病相分离,会对甘液系统产生怎样的影响,目前仍不得而知。在包括动脉搏动和血管运动在内的多种振荡器的驱动下,甘油系统主要在睡眠期间清除脑间隙废物。在此,我们诱导年轻野生型小鼠睡眠破碎化,并评估其对甘液活动和认知功能的影响。在健康小鼠体内,慢性睡眠片段降低了甘油三酯功能并损害了认知功能。机理分析表明,慢性睡眠片段抑制了慢血管运动,但没有改变心脏驱动的搏动。综上所述,这项研究结果表明,即使没有疾病,慢性睡眠片段也会抑制大脑代谢物的清除并损害认知功能。
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引用次数: 0
A systematic review, meta-analysis, and meta-regression amalgamating the driven approaches used to quantify dynamic cerebral autoregulation 系统综述、荟萃分析和荟萃回归综合了用于量化动态大脑自动调节的驱动方法
Pub Date : 2024-04-18 DOI: 10.1177/0271678x241235878
Joel S Burma, Marc-Antoine Roy, Courtney M Kennedy, Lawrence Labrecque, Patrice Brassard, Jonathan D Smirl
Numerous driven techniques have been utilized to assess dynamic cerebral autoregulation (dCA) in healthy and clinical populations. The current review aimed to amalgamate this literature and provide recommendations to create greater standardization for future research. The PubMed database was searched with inclusion criteria consisting of original research articles using driven dCA assessments in humans. Risk of bias were completed using Scottish Intercollegiate Guidelines Network and Methodological Index for Non-Randomized Studies. Meta-analyses were conducted for coherence, phase, and gain metrics at 0.05 and 0.10 Hz using deep-breathing, oscillatory lower body negative pressure (OLBNP), sit-to-stand maneuvers, and squat-stand maneuvers. A total of 113 studies were included, with 40 of these incorporating clinical populations. A total of 4126 participants were identified, with younger adults (18–40 years) being the most studied population. The most common techniques were squat-stands (n = 43), deep-breathing (n = 25), OLBNP (n = 20), and sit-to-stands (n = 16). Pooled coherence point estimates were: OLBNP 0.70 (95%CI:0.59–0.82), sit-to-stands 0.87 (95%CI:0.79–0.95), and squat-stands 0.98 (95%CI:0.98–0.99) at 0.05 Hz; and deep-breathing 0.90 (95%CI:0.81–0.99); OLBNP 0.67 (95%CI:0.44–0.90); and squat-stands 0.99 (95%CI:0.99–0.99) at 0.10 Hz. This review summarizes clinical findings, discusses the pros/cons of the 11 unique driven techniques included, and provides recommendations for future investigations into the unique physiological intricacies of dCA.
许多驱动技术已被用于评估健康和临床人群的动态脑自动调节(dCA)。本综述旨在对这些文献进行整合,并为今后的研究提供更多标准化建议。我们在 PubMed 数据库中进行了搜索,纳入标准包括在人类中使用驱动式 dCA 评估的原始研究文章。使用苏格兰校际指南网络和非随机研究方法指数完成了偏倚风险分析。在 0.05 和 0.10 Hz 频率下,使用深呼吸、振荡下半身负压 (OLBNP)、坐立动作和蹲立动作对相干性、相位和增益指标进行了元分析。共纳入了 113 项研究,其中 40 项纳入了临床人群。共确定了 4126 名参与者,其中研究最多的人群是年轻人(18-40 岁)。最常见的技术是蹲立(43 人)、深呼吸(25 人)、OLBNP(20 人)和坐立(16 人)。汇总的一致性点估计值为在 0.05 Hz 时,OLBNP 为 0.70 (95%CI:0.59-0.82),坐立为 0.87 (95%CI:0.79-0.95),深蹲为 0.98 (95%CI:0.98-0.99);在 0.10 Hz 时,深呼吸为 0.90 (95%CI:0.81-0.99),OLBNP 为 0.67 (95%CI:0.44-0.90),深蹲为 0.99 (95%CI:0.99-0.99)。本综述总结了临床研究结果,讨论了其中 11 种独特驱动技术的利弊,并为今后研究 dCA 的独特生理复杂性提供了建议。
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引用次数: 0
Co-transplantation of autologous treg cells: A groundbreaking cell therapy for brain diseases 自体 treg 细胞联合移植:治疗脑部疾病的开创性细胞疗法
Pub Date : 2024-04-17 DOI: 10.1177/0271678x241245633
Yue Cheng, Yueman Zhang, Peiying Li
Cell therapy and regenerative medicine have made remarkable progress in treating neurodegenerative disorders. Induced pluripotent stem cells (iPSCs) offer a promising source for cell replacement therapies, but their practical application faces challenges due to poor survival and integration after transplantation. Park et al. propose a novel therapeutic strategy involving the co-transplantation of regulatory T cells (Tregs) and iPSC-derived dopamine neurons. This combined approach enhances the survival of transplanted cells and protects against neuroinflammation-induced damage. In PD animal models, the co-transplantation approach significantly suppressed the host immune response, resulting in improved behavioral recovery. Additionally, Tregs demonstrate acute neuroprotection and contribute to delayed neuro-restoration in ischemic stroke. This combined approach of cell therapy with immunomodulation offers a promising avenue for advancing our understanding of neurological diseases and promoting the development of novel treatments.
细胞疗法和再生医学在治疗神经退行性疾病方面取得了显著进展。诱导多能干细胞(iPSCs)为细胞替代疗法提供了一个前景广阔的来源,但由于移植后存活率和整合率低,其实际应用面临挑战。Park 等人提出了一种新的治疗策略,涉及调节性 T 细胞(Tregs)和 iPSC 衍生的多巴胺神经元的联合移植。这种联合方法可提高移植细胞的存活率,并防止神经炎症引起的损伤。在帕金森病动物模型中,联合移植方法显著抑制了宿主免疫反应,从而改善了行为恢复。此外,Tregs 还具有急性神经保护作用,并有助于缺血性中风的延迟神经恢复。这种将细胞疗法与免疫调节相结合的方法为增进我们对神经系统疾病的了解和促进新型疗法的开发提供了一条前景广阔的途径。
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引用次数: 0
Acute isometric and dynamic exercise do not alter cerebral sympathetic nerve activity in healthy humans 急性等长和动态运动不会改变健康人的大脑交感神经活动
Pub Date : 2024-04-13 DOI: 10.1177/0271678x241248228
Michael M Tymko, Audrey Drapeau, Maria Augusta Vieira-Coelho, Lawrence Labrecque, Sarah Imhoff, Geoff B Coombs, Stephan Langevin, Marc Fortin, Nathalie Châteauvert, Philip N Ainslie, Patrice Brassard
The impact of physiological stressors on cerebral sympathetic nervous activity (SNA) remains controversial. We hypothesized that cerebral noradrenaline (NA) spillover, an index of cerebral SNA, would not change during both submaximal isometric handgrip (HG) exercise followed by a post-exercise circulatory occlusion (PECO), and supine dynamic cycling exercise. Twelve healthy participants (5 females) underwent simultaneous blood sampling from the right radial artery and right internal jugular vein. Right internal jugular vein blood flow was measured using Duplex ultrasound, and tritiated NA was infused through the participants' right superficial forearm vein. Heart rate was recorded via electrocardiogram and blood pressure was monitored using the right radial artery. Total NA spillover increased during HG (P = 0.049), PECO (P = 0.006), and moderate cycling exercise (P = 0.03) compared to rest. Cerebral NA spillover remained unchanged during isometric HG exercise (P = 0.36), PECO after the isometric HG exercise (P = 0.45), and during moderate cycling exercise (P = 0.94) compared to rest. These results indicate that transient increases in blood pressure during acute exercise involving both small and large muscle mass do not engage cerebral SNA in healthy humans. Our findings suggest that cerebral SNA may be non-obligatory for exercise-related cerebrovascular adjustments.
生理应激因素对大脑交感神经活动(SNA)的影响仍存在争议。我们假设,作为大脑交感神经活动指数的大脑去甲肾上腺素(NA)溢出量在进行亚极限等长手握(HG)运动后再进行运动后循环闭塞(PECO)和仰卧动态骑自行车运动时不会发生变化。12 名健康参与者(5 名女性)同时接受了右桡动脉和右颈内静脉采血。使用双工超声波测量右颈内静脉血流量,并通过参与者的右前臂浅静脉注入三价 NA。心电图记录心率,右桡动脉监测血压。与休息时相比,HG(P = 0.049)、PECO(P = 0.006)和中度骑车运动(P = 0.03)时的NA总溢出量均有所增加。与休息相比,大脑 NA 溢出在等长 HG 运动期间(P = 0.36)、等长 HG 运动后 PECO 期间(P = 0.45)和中度骑车运动期间(P = 0.94)保持不变。这些结果表明,在涉及小肌肉和大肌肉的急性运动中,血压的短暂升高并不会影响健康人的大脑 SNA。我们的研究结果表明,脑SNA可能不是运动相关脑血管调节的必要条件。
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引用次数: 0
Directional sensitivity of the cerebral pressure-flow relationship during forced oscillations induced by oscillatory lower body negative pressure 下半身负压振荡诱发强迫振荡时脑压-血流关系的方向敏感性
Pub Date : 2024-04-13 DOI: 10.1177/0271678x241247633
Lawrence Labrecque, Marc-Antoine Roy, Shahrzad Soleimani Dehnavi, Mahmoudreza Taghizadeh, Jonathan D Smirl, Patrice Brassard
A directional sensitivity of the cerebral pressure-flow relationship has been described using repeated squat-stands. Oscillatory lower body negative pressure (OLBNP) is a reproducible method to characterize dynamic cerebral autoregulation (dCA). It could represent a safer method to examine the directional sensitivity of the cerebral pressure-flow relationship within clinical populations and/or during pharmaceutical administration. Therefore, examining the cerebral pressure-flow directional sensitivity during an OLBNP-induced cyclic physiological stress is crucial. We calculated changes in middle cerebral artery mean blood velocity (MCAv) per alterations to mean arterial pressure (MAP) to compute ratios adjusted for time intervals (ΔMCAvT/ΔMAPT) with respect to the minimum-to-maximum MCAv and MAP, for each OLBNP transition (0 to −90 Torr), during 0.05 Hz and 0.10 Hz OLBNP. We then compared averaged ΔMCAvT/ΔMAPT during OLBNP-induced MAP increases (INC) (ΔMCAvT/[Formula: see text]) and decreases (DEC) (ΔMCAvT/[Formula: see text]). Nineteen healthy participants [9 females; 30 ± 6 years] were included. There were no differences in ΔMCAvT/ΔMAPT between INC and DEC at 0.05 Hz. ΔMCAvT/[Formula: see text] (1.06 ± 0.35 vs. 1.33 ± 0.60 cm⋅s−1/mmHg; p = 0.0076) was lower than ΔMCAvT/[Formula: see text] at 0.10 Hz. These results support OLBNP as a model to evaluate the directional sensitivity of the cerebral pressure-flow relationship.
通过重复下蹲站立,描述了脑压-脑流关系的方向敏感性。摆动性下半身负压(OLBNP)是描述动态脑自动调节(dCA)的一种可重复的方法。它可以代表一种更安全的方法,用于检查临床人群和/或用药期间脑压-脑流关系的方向敏感性。因此,在 OLBNP 诱导的周期性生理压力下检查脑压-脑流方向敏感性至关重要。在 0.05 Hz 和 0.10 Hz OLBNP 期间,我们计算了大脑中动脉平均血流速度 (MCAv) 的变化与平均动脉压 (MAP) 的变化之间的比率(ΔMCAvT/ΔMAPT)。然后,我们比较了在 OLBNP 诱导 MAP 上升(INC)(ΔMCAvT/[公式:见正文])和下降(DEC)(ΔMCAvT/[公式:见正文])期间的平均 ΔMCAvT/ΔMAPT。共纳入 19 名健康参与者(9 名女性;30 ± 6 岁)。在 0.05 Hz 时,INC 和 DEC 的 ΔMCAvT/ΔMAPT 没有差异。ΔMCAvT/[公式:见正文](1.06 ± 0.35 vs. 1.33 ± 0.60 cm-s-1/mmHg;p = 0.0076)低于 0.10 Hz 时的ΔMCAvT/[公式:见正文]。这些结果支持将 OLBNP 作为评估脑压-脑流关系方向敏感性的模型。
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引用次数: 0
Neuroprotective effects of lactate and ketone bodies in acute brain injury 乳酸和酮体在急性脑损伤中的神经保护作用
Pub Date : 2024-04-11 DOI: 10.1177/0271678x241245486
Guillaume Plourde, Hélène Roumes, Laurent Suissa, Lorenz Hirt, Émilie Doche, Luc Pellerin, Anne-Karine Bouzier-Sore, Hervé Quintard
The goal of neurocritical care is to prevent and reverse the pathologic cascades of secondary brain injury by optimizing cerebral blood flow, oxygen supply and substrate delivery. While glucose is an essential energetic substrate for the brain, we frequently observe a strong decrease in glucose delivery and/or a glucose metabolic dysregulation following acute brain injury. In parallel, during the last decades, lactate and ketone bodies have been identified as potential alternative fuels to provide energy to the brain, both under physiological conditions and in case of glucose shortage. They are now viewed as integral parts of brain metabolism. In addition to their energetic role, experimental evidence also supports their neuroprotective properties after acute brain injury, regulating in particular intracranial pressure control, decreasing ischemic volume, and leading to an improvement in cognitive functions as well as survival. In this review, we present preclinical and clinical evidence exploring the mechanisms underlying their neuroprotective effects and identify research priorities for promoting lactate and ketone bodies use in brain injury.
神经重症监护的目标是通过优化脑血流、供氧和底物输送来预防和逆转继发性脑损伤的病理级联反应。葡萄糖是大脑不可或缺的能量基质,但我们经常观察到,在急性脑损伤后,葡萄糖输送量大幅减少和/或葡萄糖代谢失调。与此同时,在过去的几十年中,乳酸和酮体被认为是在生理条件下和葡萄糖缺乏时为大脑提供能量的潜在替代燃料。现在,它们被视为大脑新陈代谢不可或缺的组成部分。除能量作用外,实验证据还支持它们在急性脑损伤后的神经保护特性,特别是调节颅内压控制、减少缺血容量、改善认知功能和存活率。在这篇综述中,我们介绍了临床前和临床证据,探讨了乳酸和酮体的神经保护作用机制,并确定了在脑损伤中推广使用乳酸和酮体的研究重点。
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引用次数: 0
Shining a light on cerebral autoregulation: Are we anywhere near the truth? 揭示大脑自动调节:我们接近真相了吗?
Pub Date : 2024-04-11 DOI: 10.1177/0271678x241245488
Jordan D Bird, David B MacLeod, Donald E Griesdale, Mypinder S Sekhon, Ryan L Hoiland
The near-infrared spectroscopy (NIRS)-derived cerebral oximetry index (COx) has become popularized for non-invasive neuromonitoring of cerebrovascular function in post-cardiac arrest patients with hypoxic-ischemic brain injury (HIBI). We provide commentary on the physiologic underpinnings and assumptions of NIRS and the COx, potential confounds in the context of HIBI, and the implications for the assessment of cerebral autoregulation.
近红外光谱(NIRS)得出的脑氧饱和度指数(COx)已在缺氧缺血性脑损伤(HIBI)的心脏骤停后患者的脑血管功能无创神经监测中得到普及。我们将对近红外成像技术和 COx 的生理基础和假设、HIBI 中潜在的混杂因素以及对评估脑自动调节的影响进行评述。
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引用次数: 0
Prediction of trends in unfavorable prognosis in patients with acute ischemic stroke according to low left ventricular ejection fraction levels 根据左心室射血分数低水平预测急性缺血性脑卒中患者的不良预后趋势
Pub Date : 2024-04-11 DOI: 10.1177/0271678x241247020
Dehao Yang, Jingyu Hu, Minyue Zhang, Yiqun Chen, Haobo Xie, Yining Jin, Zerui Jiang, Jiaqi Huang, Kun Li, Jiexi Huang, Yanchu Wang, Yiyun Weng, Guangyong Chen
As few studies have reported the impact of lower left ventricular ejection fraction (LVEF) on the prognosis of acute ischemic stroke (AIS) patients, we aimed to explore this through a retrospective cohort study and a meta-analysis. A total of 283 AIS patients receiving intravenous thrombolysis at the Third Affiliated Hospital of Wenzhou Medical University between 2016 and 2019 were enrolled and divided into three groups based on LVEF tertiles. The logistic regression model estimated the association between LVEF and the three-month AIS prognosis. After adjusting for confounding factors, patients in tertile 3 exhibited an increased risk of poor functional outcome and mortality [odds ratio (OR), 2.656 (95% CI: 1.443–4.889); OR, 7.586 (95% CI: 2.102–27.375)]. A systematic search of PubMed, EMBASE and Cochrane Library was performed. Our meta-analysis revealed that LVEF < 40% was significantly associated with poor functional outcome [OR 1.94 (95% CI: 1.08–3.50)], mortality [OR 3.69 (95% CI: 1.22–11.11)], as well as LVEF < 55% [OR 1.68 (95% CI: 1.22–2.32); 2.27 (95% CI: 1.30–3.96)], respectively. A decreased LVEF could predict an inferior prognosis for AIS; therefore, it could aid in clinical decision-making in this patient population.
由于很少有研究报道左室射血分数(LVEF)降低对急性缺血性卒中(AIS)患者预后的影响,我们旨在通过回顾性队列研究和荟萃分析来探讨这一问题。我们共纳入了2016年至2019年间在温州医科大学附属第三医院接受静脉溶栓治疗的283例AIS患者,并根据LVEF三分位数分为三组。逻辑回归模型估计了LVEF与三个月AIS预后之间的关系。在调整了混杂因素后,三分层 3 患者功能预后差和死亡风险增加[比值比(OR),2.656(95% CI:1.443-4.889);OR,7.586(95% CI:2.102-27.375)]。我们对 PubMed、EMBASE 和 Cochrane 图书馆进行了系统检索。我们的荟萃分析显示,LVEF < 40% 与功能预后差[OR 1.94 (95% CI: 1.08-3.50)]、死亡率[OR 3.69 (95% CI: 1.22-11.11)]以及 LVEF < 55% [OR 1.68 (95% CI: 1.22-2.32); 2.27 (95% CI: 1.30-3.96)]分别显著相关。LVEF 下降可预示 AIS 的预后较差;因此,它有助于该患者群体的临床决策。
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引用次数: 0
Parkinson’s disease cerebrovascular reactivity pattern: A feasibility study 帕金森病脑血管反应模式:可行性研究
Pub Date : 2024-04-05 DOI: 10.1177/0271678x241241895
Harm Jan van der Horn, Andrei A Vakhtin, Kayla Julio, Stephanie Nitschke, Nicholas Shaff, Andrew B Dodd, Erik Erhardt, John P Phillips, Sarah Pirio Richardson, Amanda Deligtisch, Melanie Stewart, Gerson Suarez Cedeno, Sanne K Meles, Andrew R Mayer, Sephira G Ryman
A mounting body of research points to cerebrovascular dysfunction as a fundamental element in the pathophysiology of Parkinson’s disease (PD). In the current feasibility study, blood-oxygen-level-dependent (BOLD) MRI was used to measure cerebrovascular reactivity (CVR) in response to hypercapnia in 26 PD patients and 16 healthy controls (HC), and aimed to find a multivariate pattern specific to PD. Whole-brain maps of CVR amplitude (i.e., magnitude of response to CO2) and latency (i.e., time to reach maximum amplitude) were computed, which were further analyzed using scaled sub-profile model principal component analysis (SSM-PCA) with leave-one-out cross-validation. A meaningful pattern based on CVR latency was identified, which was named the PD CVR pattern (PD-CVRP). This pattern was characterized by relatively increased latency in basal ganglia, sensorimotor cortex, supplementary motor area, thalamus and visual cortex, as well as decreased latency in the cerebral white matter, relative to HC. There were no significant associations with clinical measures, though sample size may have limited our ability to detect significant associations. In summary, the PD-CVRP highlights the importance of cerebrovascular dysfunction in PD, and may be a potential biomarker for future clinical research and practice.
越来越多的研究表明,脑血管功能障碍是帕金森病(PD)病理生理学的一个基本要素。在当前的可行性研究中,使用血氧水平依赖性(BOLD)核磁共振成像测量了 26 名帕金森病患者和 16 名健康对照组(HC)对高碳酸血症反应的脑血管反应性(CVR),旨在发现帕金森病特有的多变量模式。研究人员计算了CVR振幅(即对二氧化碳的反应幅度)和潜伏期(即达到最大振幅的时间)的全脑图谱,并使用缩放子轮廓模型主成分分析(SSM-PCA)和留空交叉验证对其进行了进一步分析。根据 CVR 延迟时间确定了一种有意义的模式,并将其命名为 PD CVR 模式(PD-CVRP)。该模式的特点是,相对于 HC,基底节、感觉运动皮层、辅助运动区、丘脑和视觉皮层的潜伏期相对增加,而大脑白质的潜伏期则相对减少。虽然样本量可能限制了我们检测显著关联的能力,但与临床指标没有明显关联。总之,PD-CVRP 强调了脑血管功能障碍在帕金森病中的重要性,并可能成为未来临床研究和实践的潜在生物标志物。
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引用次数: 0
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Journal of Cerebral Blood Flow & Metabolism
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