FA, fractional anisotropy

FA,分数各向异性
  • 文章类型: Journal Article
    未经证实:多发性硬化症(MS)被认为是中枢神经系统最普遍的自身免疫异常。T1WI,T2WI,和FLAIR在定量组织损伤和检测MS白质和灰质组织改变方面受到限制。本研究旨在评估这些患者丘脑和基底节DTI指数的变化。
    未经证实:纳入30例复发缓解型MS(RRMS)病例和30例正常人。获得常规MRI(T2,FLAIR)以确认MS患者的NAGM。使用T1MPRAGE协议对DTI图像进行归一化。FSL,SPM,采用ExploreDTI软件达到平均扩散率(MD),轴向扩散率(AD),分数各向异性(FA),丘脑和基底神经节的径向扩散系数(RD)。
    UNASSIGNED:与MS病例相比,健康对照组的丘脑FA和RD降低(0.319vs.0.296和0.0009vs.分别为0.0006)(P<0.05)。MS病例的丘脑AD值和尾状核FA值明显低于对照组(0.0009vs.0.0011和0.16vs.分别为0.18)(P<0.05)。丘脑或基底神经节的MD值在组间没有显着差异。
    未经评估:DTI措施,包括FA,RD,在RRMS病例中,AD在检测正常丘脑的微观结构变化方面具有良好的诊断性能,而就EDSS而言,它们与临床体征没有显着关系。
    UNASSIGNED:不适用。
    UNASSIGNED: Multiple sclerosis (MS) is recognized as the most prevalent autoimmune abnormality of the CNS. T1WI, T2WI, and FLAIR are limited in the quantification of tissue damage and detection of tissue alterations in white and grey matter in MS. This study aimed to the evaluation of changes in DTI indices in these patients at the thalamus and basal ganglia.
    UNASSIGNED: 30 relapsing-remitting MS (RRMS) cases and 30 normal individuals were included. Conventional MRI (T2, FLAIR) was acquired to confirm NAGM in MS patients. A T1 MPRAGE protocol was used to normalize DTI images. FSL, SPM, and Explore DTI software were employed to reach Mean Diffusivities (MD), Axial Diffusivities (AD), Fractional anisotropy (FA), and Radial Diffusivity (RD) at the thalamus and the basal ganglia.
    UNASSIGNED: The FA and RD of the thalamus were decreased in healthy controls compared to MS cases (0.319 vs. 0.296 and 0.0009 vs. 0.0006, respectively) (P < 0.05). The AD value in the thalamus and the FA value in the caudate nucleus were significantly lower in MS cases than in controls (0.0009 vs. 0.0011 and 0.16 vs. 0.18, respectively) (P < 0.05). MD values in the thalamus or basal ganglia were not significantly different between groups.
    UNASSIGNED: DTI measures including FA, RD, and AD have a good diagnostic performance in detecting microstructural changes in the normal-appearing thalamus in cases with RRMS while they had no significant relationship with clinical signs in terms of EDSS.
    UNASSIGNED: Not applicable.
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  • 文章类型: Journal Article
    未经证实:可以从张量值扩散磁共振成像(MRI)获得有关细胞密度变化和显微组织各向异性的诊断信息。组织微结构的这些特性有可能成为放射治疗反应的新型成像生物标志物。然而,张量值扩散编码比传统编码要求更高,并且它与专门用于放射治疗的MR扫描仪的兼容性尚未确定。因此,我们的目的是研究张量值扩散MRI与放疗专用MR设备的可行性。
    UNASSIGNED:实现了张量值扩散协议,5名健康志愿者使用常规头部线圈和带固定面罩的放射治疗线圈以不同分辨率进行扫描。对信噪比(SNR)进行了评估,以评估由于校正后的本底噪声而导致信号偏差的风险。我们还评估了微观结构参数的可重复性和再现性。扫描一名患有脑转移的患者以研究图像质量和设置到患病组织的可转移性。
    UNASSIGNED:使用放射治疗线圈设置,3×3×3mm3的分辨率为93%的体素提供了SNR>3的图像。参数图和可重复性特性与使用常规头部线圈观察到的那些相当。患者评估表明,在肿瘤组织中也进行了成功的参数分析,对于93%的体素,SNR>3。
    UNASSIGNED:我们证明张量值扩散MRI与放射疗法固定面罩和线圈设置兼容,用于研究微观结构参数。报告的可重复性可用于计划未来脑癌放射疗法中成像生物标志物的研究。
    UNASSIGNED: Diagnostic information about cell density variations and microscopic tissue anisotropy can be gained from tensor-valued diffusion magnetic resonance imaging (MRI). These properties of tissue microstructure have the potential to become novel imaging biomarkers for radiotherapy response. However, tensor-valued diffusion encoding is more demanding than conventional encoding, and its compatibility with MR scanners that are dedicated to radiotherapy has not been established. Thus, our aim was to investigate the feasibility of tensor-valued diffusion MRI with radiotherapy dedicated MR equipment.
    UNASSIGNED: A tensor-valued diffusion protocol was implemented, and five healthy volunteers were scanned with different resolutions using conventional head coil and radiotherapy coil setup with fixation masks. Signal-to-noise-ratio (SNR) was evaluated to assess the risk of signal bias due to rectified noise floor. We also evaluated the repeatability and reproducibility of the microstructure parameters. One patient with brain metastasis was scanned to investigate the image quality and the transferability of the setup to diseased tissue.
    UNASSIGNED: A resolution of 3 × 3 × 3 mm3 provided images with SNR > 3 for 93 % of the voxels using radiotherapy coil setup. The parameter maps and repeatability characteristics were comparable to those observed with a conventional head coil. The patient evaluation demonstrated successful parameter analysis also in tumor tissue, with SNR > 3 for 93 % of the voxels.
    UNASSIGNED: We demonstrate that tensor-valued diffusion MRI is compatible with radiotherapy fixation masks and coil setup for investigations of microstructure parameters. The reported reproducibility may be used to plan future investigations of imaging biomarkers in brain cancer radiotherapy.
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  • 文章类型: Journal Article
    新的中风患者的绝对数量每年都在增加,并且仍然只有少数食品和药物管理局(FDA)批准的治疗方法对患者有效。丹参酮IIA(TanIIA)是缺血性中风的有希望的潜在治疗剂,在临床前啮齿动物研究中已显示出成功,但在人类患者中导致不一致的疗效结果。Tan-IIA的物理性质,包括短半衰期和低溶解度,提示聚(乳酸-共-乙醇酸)(PLGA)纳米颗粒辅助递送可导致改善生物利用度和治疗功效。这项研究的目的是开发负载TanIIA的纳米颗粒(TanIIA-NP),并评估其对猪缺血性中风模型中脑病理变化和随之而来的运动功能缺陷的治疗作用。
    TanIIA-NP处理的神经干细胞在证明抗氧化作用的体外测定中显示SOD活性降低。与仅用载体处理的猪相比,用TanIIA-NP处理的缺血性中风猪显示出减少的半球肿胀(7.85±1.41vs.16.83±0.62%),随之而来的中线偏移(MLS)(1.72±0.07vs.2.91±0.36mm),和缺血性病变体积(9.54±5.06vs.12.01±0.17cm3),与仅用载体处理的猪相比。治疗还导致扩散率降低(-37.30±3.67vs.-46.33±0.73%)和白质完整性(-19.66±5.58vs.-30.11±1.19%)以及缺血性中风后24小时出血减少(0.85±0.15vs2.91±0.84cm3)。此外,TanIIA-NP导致12岁时循环带中性粒细胞百分比降低(7.75±1.93vs.14.00±1.73%)和卒中后24小时(4.25±0.48vs5.75±0.85%)提示炎症反应减轻。此外,时空步态缺陷,包括节奏,周期时间,步进时间,周期的摆动百分比,步幅长度,与对照猪相比,TanIIA-NP治疗的猪中风后相对平均压力变化较轻。
    这一概念验证研究的结果强烈表明,在卒中后急性期施用TanIIA-NP可能通过限制自由基形成来减轻神经损伤,从而在转化猪缺血性卒中模型中导致不太严重的步态缺陷。中风是美国功能性残疾的主要原因之一,步态缺陷是一个主要组成部分,这些有前景的结果表明,TanIIA-NP急性给药可能改善许多未来卒中患者的功能结局和生活质量.
    UNASSIGNED: The absolute number of new stroke patients is annually increasing and there still remains only a few Food and Drug Administration (FDA) approved treatments with significant limitations available to patients. Tanshinone IIA (Tan IIA) is a promising potential therapeutic for ischemic stroke that has shown success in pre-clinical rodent studies but lead to inconsistent efficacy results in human patients. The physical properties of Tan-IIA, including short half-life and low solubility, suggests that Poly (lactic-co-glycolic acid) (PLGA) nanoparticle-assisted delivery may lead to improve bioavailability and therapeutic efficacy. The objective of this study was to develop Tan IIA-loaded nanoparticles (Tan IIA-NPs) and to evaluate their therapeutic effects on cerebral pathological changes and consequent motor function deficits in a pig ischemic stroke model.
    UNASSIGNED: Tan IIA-NP treated neural stem cells showed a reduction in SOD activity in in vitro assays demonstrating antioxidative effects. Ischemic stroke pigs treated with Tan IIA-NPs showed reduced hemispheric swelling when compared to vehicle only treated pigs (7.85 ± 1.41 vs. 16.83 ± 0.62%), consequent midline shift (MLS) (1.72 ± 0.07 vs. 2.91 ± 0.36 mm), and ischemic lesion volumes (9.54 ± 5.06 vs. 12.01 ± 0.17 cm3) when compared to vehicle-only treated pigs. Treatment also lead to lower reductions in diffusivity (-37.30 ± 3.67 vs. -46.33 ± 0.73%) and white matter integrity (-19.66 ± 5.58 vs. -30.11 ± 1.19%) as well as reduced hemorrhage (0.85 ± 0.15 vs 2.91 ± 0.84 cm3) 24 h post-ischemic stroke. In addition, Tan IIA-NPs led to a reduced percentage of circulating band neutrophils at 12 (7.75 ± 1.93 vs. 14.00 ± 1.73%) and 24 (4.25 ± 0.48 vs 5.75 ± 0.85%) hours post-stroke suggesting a mitigated inflammatory response. Moreover, spatiotemporal gait deficits including cadence, cycle time, step time, swing percent of cycle, stride length, and changes in relative mean pressure were less severe post-stroke in Tan IIA-NP treated pigs relative to control pigs.
    UNASSIGNED: The findings of this proof of concept study strongly suggest that administration of Tan IIA-NPs in the acute phase post-stroke mitigates neural injury likely through limiting free radical formation, thus leading to less severe gait deficits in a translational pig ischemic stroke model. With stroke as one of the leading causes of functional disability in the United States, and gait deficits being a major component, these promising results suggest that acute Tan IIA-NP administration may improve functional outcomes and the quality of life of many future stroke patients.
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  • 文章类型: Journal Article
    研究使用运动学测量的双手表现缺陷与慢性中风患者发生的call骨(CC)白质变化之间的关系。
    横截面,慢性卒中患者和年龄匹配对照者的观察性研究.
    招募和评估发生在卒中恢复研究中心。在受控的实验室环境中进行行为评估。磁共振成像扫描在生物医学成像中心进行。
    纳入研究并完成研究(N=39;21名慢性卒中参与者;18名年龄匹配的对照者,至少有2个卒中危险因素)。
    获得每个个体的CC和皮质脊髓束(CST)的扩散成像指标,包括平均峰度(MK)和分数各向异性(FA)。一系列的运动评估,包括双运动学,是从个人那里收集的,同时进行双手伸手。
    与未病变半球相比,中风的参与者在病变半球的CST中的FA和MK较低。CST中的FA和MK值与单手表现的度量相关。此外,卒中参与者在CC中的FA和MK显著低于匹配的对照组.双手表现时,CC扩散指标与手不对称性和躯干位移呈正相关,即使校正年龄和病变体积。
    这些数据证实了先前的研究,这些研究将CST完整性与单手表现联系起来,并提供了新的数据,证明了CC完整性与双手运动缺陷和代偿运动之间的联系。
    UNASSIGNED: To investigate the relationship between bimanual performance deficits measured using kinematics and callosum (CC) white matter changes that occur in people with chronic stroke.
    UNASSIGNED: Cross-sectional, observational study of participants with chronic stroke and age-matched controls.
    UNASSIGNED: Recruitment and assessments occurred at a stroke recovery research center. Behavioral assessments were performed in a controlled laboratory setting. Magnetic resonance imaging scans were performed at the Center for Biomedical Imaging.
    UNASSIGNED: Individuals were enrolled and completed the study (N=39; 21 participants with chronic stroke; 18 age-matched controls with at least 2 stroke risk factors).
    UNASSIGNED: Diffusion imaging metrics were obtained for each individual\'s CC and corticospinal tract (CST), including mean kurtosis (MK) and fractional anisotropy (FA). A battery of motor assessments, including bimanual kinematics, were collected from individuals while performing bimanual reaching.
    UNASSIGNED: Participants with stroke had lower FA and MK in the CST of the lesioned hemisphere when compared with the non-lesioned hemisphere. The FA and MK values in the CST were correlated with measures of unimanual hand performance. In addition, participants with stroke had significantly lower FA and MK in the CC than matched controls. CC diffusion metrics positively correlated with hand asymmetry and trunk displacement during bimanual performance, even when correcting for age and lesion volume.
    UNASSIGNED: These data confirm previous studies that linked CST integrity to unimanual performance and provide new data demonstrating a link between CC integrity and both bimanual motor deficits and compensatory movements.
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  • 文章类型: Journal Article
    越来越多的证据支持SARS-CoV-2可能的神经入侵潜力。然而,没有进行研究以探讨感染后中枢神经系统的微观结构变化的存在。我们旨在确定与SARS-CoV-2相关的潜在脑微结构变化的存在。
    在这项前瞻性研究中,在60例恢复的COVID-19患者(56.67%,男性;年龄:44.10±16.00)和39例年龄和性别匹配的非COVID-19对照(56.41%,男性;年龄:45.88±13.90)中,获得了扩散张量成像(DTI)和3D高分辨率T1WI序列.注册分数各向异性(FA),平均扩散率(MD),轴向扩散率(AD),和径向扩散率(RD)被量化为DTI,并引入了指标评分系统。使用协方差分析(ANCOVA)比较了基于体素的形态测量(VBM)和DTI指标得出的区域体积。采用双样本t检验和Spearman相关性评估影像学指标之间的关系。指标评分和临床信息。
    在这个后续阶段,55%COVID-19患者出现神经系统症状。COVID-19患者嗅觉皮层双侧灰质体积(GMV)显著高于统计学,海马,insolas,左罗兰迪克管罩,左Heschl回和右扣带回,MD总体下降,AD,RD伴有白质FA的增加,尤其是正确CR中的AD,EC和SFF,SFF和MD与非COVID-19志愿者相比(校正p值<0.05)。全球GMV,左罗兰迪克管壳中的GMV,右扣带回,双侧海马,左赫施尔回,发现WM的全局MD与记忆丧失相关(p值<0.05)。右侧扣带回和左侧海马的GMV与嗅觉丧失有关(p值<0.05)。MD-GM评分,全球GMV,右扣带回GMV与LDH水平相关(p值<0.05)。
    研究结果表明,在COVID-19的恢复阶段,可能会破坏大脑的微观结构和功能完整性,这表明SARS-CoV-2的长期后果。
    上海市自然科学基金,国家自然科学基金青年计划,上海帆船项目,上海科技发展,上海市科技重大专项和ZJ实验室.
    BACKGROUND: Increasing evidence supported the possible neuro-invasion potential of SARS-CoV-2. However, no studies were conducted to explore the existence of the micro-structural changes in the central nervous system after infection. We aimed to identify the existence of potential brain micro-structural changes related to SARS-CoV-2.
    METHODS: In this prospective study, diffusion tensor imaging (DTI) and 3D high-resolution T1WI sequences were acquired in 60 recovered COVID-19 patients (56.67% male; age: 44.10 ± 16.00) and 39 age- and sex-matched non-COVID-19 controls (56.41% male; age: 45.88 ± 13.90). Registered fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were quantified for DTI, and an index score system was introduced. Regional volumes derived from Voxel-based Morphometry (VBM) and DTI metrics were compared using analysis of covariance (ANCOVA). Two sample t-test and Spearman correlation were conducted to assess the relationships among imaging indices, index scores and clinical information.
    RESULTS: In this follow-up stage, neurological symptoms were presented in 55% COVID-19 patients. COVID-19 patients had statistically significantly higher bilateral gray matter volumes (GMV) in olfactory cortices, hippocampi, insulas, left Rolandic operculum, left Heschl\'s gyrus and right cingulate gyrus and a general decline of MD, AD, RD accompanied with an increase of FA in white matter, especially AD in the right CR, EC and SFF, and MD in SFF compared with non-COVID-19 volunteers (corrected p value <0.05). Global GMV, GMVs in left Rolandic operculum, right cingulate, bilateral hippocampi, left Heschl\'s gyrus, and Global MD of WM were found to correlate with memory loss (p value <0.05). GMVs in the right cingulate gyrus and left hippocampus were related to smell loss (p value <0.05). MD-GM score, global GMV, and GMV in right cingulate gyrus were correlated with LDH level (p value <0.05).
    CONCLUSIONS: Study findings revealed possible disruption to micro-structural and functional brain integrity in the recovery stages of COVID-19, suggesting the long-term consequences of SARS-CoV-2.
    BACKGROUND: Shanghai Natural Science Foundation, Youth Program of National Natural Science Foundation of China, Shanghai Sailing Program, Shanghai Science and Technology Development, Shanghai Municipal Science and Technology Major Project and ZJ Lab.
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  • 文章类型: Journal Article
    UNASSIGNED: Diffusion tensor imaging (DTI) is widely used; however, most of the prior studies have resulted in presurgical decreased fractional anisotropy (FA) values in patients with cervical spondylotic myelopathy (CSM). We used ZOOM DTI and could acquire highly accurate FA values during perioperative periods, which indicated different insights than preceding studies. The objective of this study was to assess the perioperative FA change in patients with CSM and determine the prognostic factor.
    UNASSIGNED: Twenty-eight patients with CSM and healthy control subjects were enrolled in this study. Twenty patients (71%) had intracordal high intensity before surgery. All patients underwent decompressive surgery. ZOOM DTI and the Japanese Orthopaedic Association (JOA) assessment were performed before and after surgery. The region of interest was manually contoured to omit the surrounding cerebrospinal fluid. The axial plane of the most stenotic cervical level was assessed.
    UNASSIGNED: FA values before surgery and at 1 week after surgery, and FA values at 1 week after surgery and at 6 months after surgery differed significantly as determined. The FA values of patients with intracordal high intensity significantly decreased after surgery and significantly increased from 1 week to 6 months, whereas those of patients without intracordal high intensity did not significantly change. JOA scores at 6 months after surgery (13.1) improved significantly compared with JOA scores before surgery (10.8). Only FA values at 1 week after surgery had a significant positive relationship with JOA scores presurgery and at 6 months after surgery.
    UNASSIGNED: The presurgical FA value in patients with CSM did not differ from that of normal control subjects, but significantly decreased after surgery, and significantly increased 6 months after surgery. We concluded that the postsurgical FA value approximates the proper state of the damaged cord and the presurgical FA value includes a masked effect as an aligned fiber effect because of compression by degenerative construction. Only the FA value at 1 week had a significant positive relationship with the JOA score presugery and at 6 months, which established that the postsurgical FA value may be a more accurate prognostic factor than the presurgical FA value.
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  • 文章类型: Journal Article
    探讨弥散张量成像技术对脊髓型颈椎病改变的诊断准确性。
    研究人群包括50例有脊髓型颈椎病症状的患者。使用欧洲脊髓病评分系统根据症状对患者进行评估,并将其分为:1级,包括轻度症状的患者;2级,指中度症状的患者,3级,包括表现出严重症状的患者。所有患者均采用1.5TMRI单元采集DWI和DTI序列。每个脊柱节段的FA和ADC值根据频率进行分析,百分比,意思是,标准偏差和置信区间。通过ANOVA和bonferroni检验的事后分析进行值的比较。比较FA的准确性,ADC和T2WI在识别脊髓病变中的变化通过t检验进行。进行接受者操作特征(ROC)分析以获得每个脊髓水平的FA和ADC的截止值,以鉴定脊髓中的脊髓病变。
    研究表明,狭窄和非狭窄节段的平均FA和ADC值存在显着差异。根据欧洲脊髓病评分系统,T2WI在识别2级(中度)和3级(重度)以下患者的脊髓病改变方面具有高度显着意义(p=0.000)。关于1级(轻度)下的患者,FA和ADC值显示出与T2WI相比的显著差异。与ADC(71%)和T2WI(50%)相比,FA(79%)鉴定脊髓病变变化的集体敏感性最高。进行ROC分析以确定每个颈椎节段的FA和ADC的截止值。提议的切断,对于FA和ADC,C1-C2为0.68和0.92,C2-C3为0.65和1.03,C3-C4为0.63和1.01,C4-C5为0.61和0.98,C5-C6为0.57和1.04,C6-C7为0.56和0.96。
    FA和ADC值提高了MRI诊断脊髓型颈椎病的疗效和准确性。因此,即使在早期阶段,扩散张量成像也可以用作非侵入性方式来识别脊柱脊髓病变的变化。这有助于在不可逆的慢性变化开始之前决定适当的减压手术时机。
    UNASSIGNED: To study the diagnostic accuracy of Diffusion tensor imaging technique in detection of cervical spondylotic myelopathy changes.
    UNASSIGNED: Study population included 50 patients with symptoms of cervical myelopathy. The patients were evaluated based on symptoms using the European myelopathy scoring system and were divided into: Grade 1, including patients with mild symptoms; Grade 2, referring to patients with moderate symptoms and Grade 3, which included patients revealing severe symptoms. All the patients were investigated with a 1.5 T MRI unit acquiring DWI and DTI sequences. FA and ADC values from each spinal segment were analyzed in terms of Frequency, Percentage, Mean, Standard Deviation and Confidence Intervals. The comparison of values was done by ANOVA and post hoc analysis by bonferroni test. Comparison of accuracy of FA, ADC and T2WI in recognizing myelopathic changes was done by t-test. Receiver Operating Characteristics (ROC) analysis was performed to obtain a cut off value of FA and ADC for each spinal level to identify myelopathic change in the spinal cord.
    UNASSIGNED: The study revealed a significant difference in the mean FA and ADC value of stenotic and Non-stenotic segments. T2WI was highly significant (p = 0.000) in recognizing myelopathy changes in patients falling under Grade 2(moderate) and Grade 3(severe) according to European Myelopathy scoring system. Regarding patients under Grade 1 (mild) FA and ADC values showed significant difference compared to T2WI. The collective sensitivity in the identification of myelopathic changes was highest with FA (79%) as compared to ADC (71%) and T2WI (50%). ROC analysis was done to determine the cut off values of FA and ADC at each cervical spine segments. The proposed cut off, for FA and ADC at the level of C1-C2 is 0.68 and 0.92, C2-C3 is 0.65 and 1.03, C3-C4 is 0.63 and 1.01, C4-C5 0.61 and 0.98, At C5-C6 0.57 and 1.04, At C6-C7 0.56 and 0.96 respectively.
    UNASSIGNED: FA and ADC values enhance the efficacy and accuracy of MRI in the diagnosis of cervical spondylotic myelopathy. Hence diffusion tensor imaging can be used as a non-invasive modality to recognize spondylotic myelopathy changes even in the early stages, which can be helpful in deciding on appropriate timing of decompression surgery before the irreversible chronic changes set in.
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  • 文章类型: Journal Article
    为了确定通过体内磁共振波谱(1H-MRS)测量的脑组织代谢物之间的关系,用[11C]-PBR28摄取评估肌萎缩侧索硬化症(ALS)患者的神经胶质激活。
    使用修订的ALS功能评定量表(ALSFRS-R)和上运动神经元负荷(UMNB)对40名ALS参与者进行临床评估。所有参与者同时进行脑[11C]-PBR28PET和MR成像,包括扩散张量成像以获取分数各向异性(FA)。[11C]-PBR28摄取测量为通过全脑平均值(SUVR)归一化的标准化摄取值。1H-MRS代谢物比率(肌醇/肌酸,MI/Cr;N-乙酰天冬氨酸/肌酸,NAA/Cr)在中央前回和脑干(已知与ALS病理生理学有关的区域)内进行测量,和precuneus(作为控制区域)。采用全脑体素相关分析来鉴定表现出VOI内代谢物与[11C]-PBR28摄取之间关联的脑区域。
    在中央前回旋中,[11C]-PBR28摄取与mI/Cr呈正相关,与NAA/Cr呈负相关。相同的相关性在脑干中没有统计学意义,或者在控制前突地区。VOI和SUVR中估计的脑代谢物之间的全脑体素相关分析在中央前回中高度相关。前中回的FA值降低与NAA/Cr降低和mI/Cr升高相关。较高的UMNB与[11C]-PBR28摄取和mI/Cr增加相关,并降低NAA/Cr。ALSFRS-R总分与NAA/Cr呈正相关,与mI/Cr呈负相关。
    PET-MR和1H-MRS综合成像显示了神经元完整性标志物与神经炎症之间的关联,并可能为ALS的疾病机制提供有价值的见解。
    To determine the relationship between brain tissue metabolites measured by in vivo magnetic resonance spectroscopy (1H-MRS), and glial activation assessed with [11C]-PBR28 uptake in people with amyotrophic lateral sclerosis (ALS).
    Forty ALS participants were evaluated clinically using the revised ALS functional rating scale (ALSFRS-R) and upper motor neuron burden (UMNB). All participants underwent simultaneous brain [11C]-PBR28 PET and MR imaging including diffusion tensor imaging to acquire fractional anisotropy (FA). [11C]-PBR28 uptake was measured as standardized uptake values normalized by whole brain mean (SUVR). 1H-MRS metabolite ratios (myo-inositol/creatine, mI/Cr; N-acetylaspartate/creatine, NAA/Cr) were measured within the precentral gyri and brain stem (regions known to be involved in ALS pathophysiology), and precuneus (which served as a control region). Whole brain voxel-wise correlation analyses were employed to identify brain regions exhibiting an association between metabolites within the VOIs and [11C]-PBR28 uptake.
    In the precentral gyri, [11C]-PBR28 uptake correlated positively with mI/Cr and negatively with NAA/Cr. The same correlations were not statistically significant in the brain stem, or in the control precuneus region. Whole brain voxel-wise correlation analyses between the estimated brain metabolites within the VOIs and SUVR were highly correlated in the precentral gyri. Decreased FA values in the precentral gyri were correlated with reduced NAA/Cr and elevated mI/Cr. Higher UMNB was correlated with increased [11C]-PBR28 uptake and mI/Cr, and decreased NAA/Cr. ALSFRS-R total score correlated positively with NAA/Cr and negatively with mI/Cr.
    Integrated PET-MR and 1H-MRS imaging demonstrates associations between markers for neuronal integrity and neuroinflammation and may provide valuable insights into disease mechanisms in ALS.
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  • 文章类型: Journal Article
    Locus of control (LOC) is an important personality trait. LOC over cognitive competency reflects an individual\'s perceived control of desired cognitive outcomes, which is critical for maintaining successful cognitive aging. It is important to understand the neural substrates of LOC over cognitive competency in older adults, especially for individuals at high risk of dementia. Here, we characterized a cohesive functional and structural connectivity profile underlying LOC among 55 older adults with amnestic mild cognitive impairment (aMCI), combining resting-state functional magnetic resonance imaging and diffusion tensor imaging. The results showed that both functional and structural connectivity between the medial prefrontal cortex and amygdala were significantly correlated with external LOC. The functional connectivity mediated the correlation between structural connectivity and external LOC. In addition, aging-associated neurodegeneration moderated the relationship between structural connectivity and external LOC, showing that the structural connectivity was positively correlated with external LOC in low, but not high neurodegeneration. Our results suggest a critical role of the functional amygdala-frontal network, which may serve as a bridge between its white matter tract and LOC over cognitive competency in groups at high risk for dementia.
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  • 文章类型: Journal Article
    基于磁共振成像(MRI)的分类模型可能有助于额颞叶痴呆(FTD)的早期诊断,但仅适用于已确定的FTD病例。FTD患者在早期疾病阶段的检测,比如症状前突变携带者,可以进一步推进早期诊断和治疗。在这项研究中,我们的目标是使用基于多模态MRI的分类在个体水平上区分症状前FTD突变携带者和对照组.
    解剖MRI,在55个症状前FTD突变携带者中收集了扩散张量成像(DTI)和静息态功能MRI数据(8个微管相关蛋白Tau,35颗粒原蛋白,和12号染色体9开放阅读框72)和48个家族对照。我们从解剖MRI扫描中计算出灰质和白质密度特征,来自DTI的扩散率特征,和静息状态功能磁共振成像的功能连接特征。这些特征被应用在最近推出的多模态行为变体FTD(bvFTD)分类模型中,并随后用于训练和测试单峰和多峰载波控制模型。使用接受者操作特征曲线(AUC)下的面积来量化分类性能。
    bvFTD模型无法将症状前携带者与超出机会水平的对照分开(AUC=0.570,p=0.11)。相比之下,一个单一模式和几个多模式载波控制模型的性能明显优于机会水平。单峰模型包括径向扩散特征并且具有0.646的AUC(p=0.021)。最佳多模态模型结合了径向扩散率和白质密度特征(AUC=0.680,p=0.005)。
    FTD突变携带者即使在症状发作之前也可以与具有适度AUC的对照分开。使用新创建的运营商控制分类模型,而这是不可能使用最近的bvFTD分类模型。因此,基于多模态MRI的分类评分可以是有助于早期FTD诊断的有用生物标志物。在最佳性能模型中对白质特征的排他性选择表明,最早的FTD相关病理过程发生在白质中。
    Classification models based on magnetic resonance imaging (MRI) may aid early diagnosis of frontotemporal dementia (FTD) but have only been applied in established FTD cases. Detection of FTD patients in earlier disease stages, such as presymptomatic mutation carriers, may further advance early diagnosis and treatment. In this study, we aim to distinguish presymptomatic FTD mutation carriers from controls on an individual level using multimodal MRI-based classification.
    Anatomical MRI, diffusion tensor imaging (DTI) and resting-state functional MRI data were collected in 55 presymptomatic FTD mutation carriers (8 microtubule-associated protein Tau, 35 progranulin, and 12 chromosome 9 open reading frame 72) and 48 familial controls. We calculated grey and white matter density features from anatomical MRI scans, diffusivity features from DTI, and functional connectivity features from resting-state functional MRI. These features were applied in a recently introduced multimodal behavioural variant FTD (bvFTD) classification model, and were subsequently used to train and test unimodal and multimodal carrier-control models. Classification performance was quantified using area under the receiver operator characteristic curves (AUC).
    The bvFTD model was not able to separate presymptomatic carriers from controls beyond chance level (AUC = 0.570, p = 0.11). In contrast, one unimodal and several multimodal carrier-control models performed significantly better than chance level. The unimodal model included the radial diffusivity feature and had an AUC of 0.646 (p = 0.021). The best multimodal model combined radial diffusivity and white matter density features (AUC = 0.680, p = 0.005).
    FTD mutation carriers can be separated from controls with a modest AUC even before symptom-onset, using a newly created carrier-control classification model, while this was not possible using a recent bvFTD classification model. A multimodal MRI-based classification score may therefore be a useful biomarker to aid earlier FTD diagnosis. The exclusive selection of white matter features in the best performing model suggests that the earliest FTD-related pathological processes occur in white matter.
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