dMRI

dMRI
  • 文章类型: Journal Article
    以前被制度化的青少年表现出精神病理学的风险增加,虽然安置在高质量的寄养服务中可以部分减轻这种风险。白质(WM)结构与青年早期的机构养育和精神病理学有关。在这里,我们调查了先前制度化的年轻人的WM结构与精神病理学之间的关联。使用麦克阿瑟健康和行为问卷收集青少年精神病理学数据。参与者接受了扩散MRI,并使用基于fixel的分析处理数据。一般线性模型在固定指标上研究了制度化小组与精神病理学之间的相互作用。补充分析还研究了精神病理学和制度化小组对固定指标的主要影响。被纳入机构的儿童包括41名随机接受寄养的儿童(Mage=16.6),40照常护理(法师=16.7))。此外,33名没有住院史的参与者被纳入参考组(Mage=16.9)。机构化的青少年在小脑小脑内表现出改变的一般精神病理学-固定关联,下纵束,皮质脊髓束,和call体,并改变了扣带和穹窿内的外化固定关联。我们的发现表明,文献中报道的大脑行为关联可能无法推广到所有人群。以前制度化的年轻人可能会发展出不同的大脑发育,这反过来又导致精神病理学的神经相关性改变,这在青春期仍然很明显。
    Previously institutionalized adolescents show increased risk for psychopathology, though placement into high-quality foster care can partially mitigate this risk. White matter (WM) structure is associated with early institutional rearing and psychopathology in youth. Here we investigate associations between WM structure and psychopathology in previously institutionalized youth. Adolescent psychopathology data were collected using the MacArthur Health and Behavior Questionnaire. Participants underwent diffusion MRI, and data were processed using fixel-based analyses. General linear models investigated interactions between institutionalization groups and psychopathology on fixel metrics. Supplementary analyses also examined the main effects of psychopathology and institutionalization group on fixel metrics. Ever-Institutionalized children included 41 randomized to foster care (Mage=16.6), and 40 to care-as-usual (Mage=16.7)). In addition, 33 participants without a history of institutionalization were included as a reference group (Mage=16.9). Ever-Institutionalized adolescents displayed altered general psychopathology-fixel associations within the cerebellar peduncles, inferior longitudinal fasciculi, corticospinal tract, and corpus callosum, and altered externalizing-fixel associations within the cingulum and fornix. Our findings indicate brain-behavior associations reported in the literature may not be generalizable to all populations. Previously institutionalized youth may develop differential brain development, which in turn leads to altered neural correlates of psychopathology that are still apparent in adolescence.
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  • 文章类型: Journal Article
    学习新的运动技能依赖于运动和边缘系统中的神经可塑性。这项研究独特地结合了扩散张量成像和多参数映射MRI,以详细说明这些神经可塑性过程。我们招募了18名健康男性参与者,他们在基于计算机的运动游戏中接受了960分钟的训练,而14人未经训练就被扫描。扩散张量成像,通过测量组织的能力来量化组织的微观结构,和方向性,水扩散,揭示了皮质脊髓-小脑-丘脑-海马回路中白质的大部分线性变化。这些变化与表现有关,并反映了具有已知体位表征的大脑区域对上肢和下肢训练的不同反应。相反,定量MRI指标,对髓鞘形成和铁含量敏感,显示出与性能相关的灰质主要是二次变化,并反映了相同大脑区域内的体位表征。此外,而髓鞘和铁敏感的多参数成像MRI能够描述不同皮质脑系统之间的时间滞后,扩散张量成像检测到运动系统白质内的时滞。这些发现表明,运动技能学习涉及整个感觉运动网络中白质和灰质可塑性的不同阶段,扩散张量成像和多参数映射MRI的独特组合提供了对潜在神经可塑性反应的补充见解。
    Learning new motor skills relies on neural plasticity within motor and limbic systems. This study uniquely combined diffusion tensor imaging and multiparametric mapping MRI to detail these neuroplasticity processes. We recruited 18 healthy male participants who underwent 960 min of training on a computer-based motion game, while 14 were scanned without training. Diffusion tensor imaging, which quantifies tissue microstructure by measuring the capacity for, and directionality of, water diffusion, revealed mostly linear changes in white matter across the corticospinal-cerebellar-thalamo-hippocampal circuit. These changes related to performance and reflected different responses to upper- and lower-limb training in brain areas with known somatotopic representations. Conversely, quantitative MRI metrics, sensitive to myelination and iron content, demonstrated mostly quadratic changes in gray matter related to performance and reflecting somatotopic representations within the same brain areas. Furthermore, while myelin and iron-sensitive multiparametric mapping MRI was able to describe time lags between different cortical brain systems, diffusion tensor imaging detected time lags within the white matter of the motor systems. These findings suggest that motor skill learning involves distinct phases of white and gray matter plasticity across the sensorimotor network, with the unique combination of diffusion tensor imaging and multiparametric mapping MRI providing complementary insights into the underlying neuroplastic responses.
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  • 文章类型: Journal Article
    目的:比较多回波(ME)和时分复用(TDM)序列用于加速弛豫扩散MRI(rdMRI)采集的性能,并检查其在估计准确的rdMRI微观结构测量中的可靠性。
    方法:ME,TDM,使用具有单频带(SB)和多频带2(MB2)加速因子的Pulseq实现了具有六个TE的参考单回波(SE)序列。在扩散幻像上,比较了三个序列的图像强度,并使用归一化RMS误差(NRMSE)量化差异。对SB-ME和SB-SE序列实施Shinnar-LeRoux(SLR)脉冲以研究切片谱对ME序列的影响。体内脑部扫描,除了图像强度比较和T2估计,使用不同的方法来评估序列相关对微观结构估计的影响,包括弛豫扩散成像矩(REDIM)和最大熵弛豫扩散分布(MaxEnt-RDD)。
    结果:TDM性能与黄金标准SE采集相似,而ME表现出更大的偏差(幻影的NRMSE大3-4倍,2×用于体内)。从TDM紧密匹配的SE获得的T2值,而ME序列低估了T2弛豫时间。TDM使用REDIM提供了与SE相似的扩散和弛豫参数,而SB-ME在图中表现出60%的偏差,并且在弛豫-扩散系数之间的协方差中平均表现出3.5倍的偏差。
    结论:我们的分析表明,TDM可以更准确地估计弛豫扩散测量值,同时将采集速度加快2到3倍。
    OBJECTIVE: To compare the performance of multi-echo (ME) and time-division multiplexing (TDM) sequences for accelerated relaxation-diffusion MRI (rdMRI) acquisition and to examine their reliability in estimating accurate rdMRI microstructure measures.
    METHODS: The ME, TDM, and the reference single-echo (SE) sequences with six TEs were implemented using Pulseq with single-band (SB) and multi-band 2 (MB2) acceleration factors. On a diffusion phantom, the image intensities of the three sequences were compared, and the differences were quantified using the normalized RMS error (NRMSE). Shinnar-Le Roux (SLR) pulses were implemented for the SB-ME and SB-SE sequences to investigate the impact of slice profiles on ME sequences. For the in-vivo brain scan, besides the image intensity comparison and T2-estimates, different methods were used to assess sequence-related effects on microstructure estimation, including the relaxation diffusion imaging moment (REDIM) and the maximum-entropy relaxation diffusion distribution (MaxEnt-RDD).
    RESULTS: TDM performance was similar to the gold standard SE acquisition, whereas ME showed greater biases (3-4× larger NRMSEs for phantom, 2× for in-vivo). T2 values obtained from TDM closely matched SE, whereas ME sequences underestimated the T2 relaxation time. TDM provided similar diffusion and relaxation parameters as SE using REDIM, whereas SB-ME exhibited a 60% larger bias in the  map and on average 3.5× larger bias in the covariance between relaxation-diffusion coefficients.
    CONCLUSIONS: Our analysis demonstrates that TDM provides a more accurate estimation of relaxation-diffusion measurements while accelerating the acquisitions by a factor of 2 to 3.
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  • 文章类型: Journal Article
    背景:患有创伤后应激障碍(PTSD)的退伍军人通常会经历创伤后内。当对不幸的结果承担责任时,对委托或遗漏的内疚就会演变(例如,同胞战斗人员的死亡)。幸存者内疚是一种强烈的情绪困扰状态,因为知道一个人幸存下来而其他人没有幸存下来。
    方法:TBI和应激障碍转化研究中心(TRACTS)的这项研究分析了132名患有PTSD的伊拉克/阿富汗退伍军人的结构和扩散加权磁共振成像数据。采用DSM-IV的临床医师管理的PTSD量表(CAPS-IV)对罪恶感进行分类。30名(22.7%)退伍军人因犯有或不作为而感到内,34(25.8%)经历了幸存者的罪恶感,68人(51.5%)没有创伤后负罪感。白质微观结构(分数各向异性,FA),皮质厚度,和皮质体积在退伍军人之间进行比较,有幸存者负罪感的退伍军人,和退伍军人没有内疚。
    结果:与未经历负罪感的退伍军人相比,有幸存者负罪感的退伍军人的白质FA显着降低(p<.001),影响主要白质纤维束的几个区域。白质FA无显著差异,皮质厚度,或退伍军人之间的卷有罪责或遗漏的行为和退伍军人没有罪责(p>.050)。
    结论:这项针对男性退伍军人的横断面研究排除了所研究变量之间的因果关系推断,以及对包括女性在内的更大退伍军人人群的普遍性。
    结论:幸存者负罪感可能是创伤后负罪感的一种特别有影响的形式,需要针对大脑健康的特定治疗措施。
    BACKGROUND: Military veterans with posttraumatic stress disorder (PTSD) commonly experience posttraumatic guilt. Guilt over commission or omission evolves when responsibility is assumed for an unfortunate outcome (e.g., the death of a fellow combatant). Survivor guilt is a state of intense emotional distress experienced by the weight of knowing that one survived while others did not.
    METHODS: This study of the Translational Research Center for TBI and Stress Disorders (TRACTS) analyzed structural and diffusion-weighted magnetic resonance imaging data from 132 male Iraq/Afghanistan veterans with PTSD. The Clinician-Administered PTSD Scale for DSM-IV (CAPS-IV) was employed to classify guilt. Thirty (22.7 %) veterans experienced guilt over acts of commission or omission, 34 (25.8 %) experienced survivor guilt, and 68 (51.5 %) had no posttraumatic guilt. White matter microstructure (fractional anisotropy, FA), cortical thickness, and cortical volume were compared between veterans with guilt over acts of commission or omission, veterans with survivor guilt, and veterans without guilt.
    RESULTS: Veterans with survivor guilt had significantly lower white matter FA compared to veterans who did not experience guilt (p < .001), affecting several regions of major white matter fiber bundles. There were no significant differences in white matter FA, cortical thickness, or volumes between veterans with guilt over acts of commission or omission and veterans without guilt (p > .050).
    CONCLUSIONS: This cross-sectional study with exclusively male veterans precludes inferences of causality between the studied variables and generalizability to the larger veteran population that includes women.
    CONCLUSIONS: Survivor guilt may be a particularly impactful form of posttraumatic guilt that requires specific treatment efforts targeting brain health.
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  • 文章类型: Journal Article
    比较多回波(ME)和时分复用(TDM)序列用于加速弛豫扩散MRI(rdMRI)采集的性能,并检查其在估计准确的rdMRI微观结构测量中的可靠性。
    ME,TDM,使用具有单频带(SB-)和多频带2(MB2-)加速因子的Pulseq实现了具有六个回波时间(TE)的参考单回波(SE)序列。在扩散幻像上,比较了三个序列的图像强度,并使用归一化均方根误差(NRMSE)对差异进行量化。体内脑部扫描,除了图像强度比较和T2估计,使用不同的方法来评估序列相关对微观结构估计的影响,包括弛豫扩散成像矩(REDIM)和最大熵弛豫扩散分布(MaxEnt-RDD)。
    TDM性能与黄金标准SE采集相似,而ME表现出更大的偏差(幻影的NRMSE大3-4倍,2×用于体内)。从TDM紧密匹配的SE获得的T2值,而ME序列低估了T2弛豫时间。TDM使用REDIM提供了与SE相似的扩散和弛豫参数,而SB-ME在图中表现出60%的偏差,弛豫-扩散系数之间的协方差平均为3.5倍。
    我们的分析表明,TDM提供了对弛豫-扩散测量的更准确估计,同时将采集加速了2到3倍。
    UNASSIGNED: To compare the performance of multi-echo (ME) and time-division multiplexing (TDM) sequences for accelerated relaxation-diffusion MRI (rdMRI) acquisition and to examine their reliability in estimating accurate rdMRI microstructure measures.
    UNASSIGNED: The ME, TDM, and the reference single-echo (SE) sequences with six echo times (TE) were implemented using Pulseq with single-band (SB-) and multi-band 2 (MB2-) acceleration factors. On a diffusion phantom, the image intensities of the three sequences were compared, and the differences were quantified using the normalized root mean squared error (NRMSE). For the in-vivo brain scan, besides the image intensity comparison and T2-estimates, different methods were used to assess sequence-related effects on microstructure estimation, including the relaxation diffusion imaging moment (REDIM) and the maximum-entropy relaxation diffusion distribution (MaxEnt-RDD).
    UNASSIGNED: TDM performance was similar to the gold standard SE acquisition, whereas ME showed greater biases (3-4× larger NRMSEs for phantom, 2× for in-vivo). T2 values obtained from TDM closely matched SE, whereas ME sequences underestimated the T2 relaxation time. TDM provided similar diffusion and relaxation parameters as SE using REDIM, whereas SB-ME exhibited a 60% larger bias in the map and on average 3.5× larger bias in the covariance between relaxation-diffusion coefficients.
    UNASSIGNED: Our analysis demonstrates that TDM provides a more accurate estimation of relaxation-diffusion measurements while accelerating the acquisitions by a factor of 2 to 3.
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  • 文章类型: Journal Article
    背景:了解大脑功能和结构如何相互关联,与传统的单峰分析相比,开启了一种新的神经机制的生物学相关评估。然而,在整个典型和异常的神经发育过程中,功能结构依赖性如何演变仍然难以捉摸。22q11.2缺失综合征(22q11.2DS)为研究功能结构依赖性的发展及其与精神病病理生理学的特定关联提供了重要机会。
    方法:以前,我们使用图形信号处理来结合成人的大脑活动和结构连通性测量,量化功能-结构依赖性(FSD)。这里,我们将FSD与纵向多变量偏最小二乘相关(PLS-C)相结合,以评估各组间以及有或无轻度至中度精神病性症状(PPS)的患者中的FSD改变.我们评估了194名健康对照和197名缺失携带者的391个纵向重复静息态功能和扩散加权磁共振成像(年龄7-34岁,数据收集时间为12年)结果:相对于对照,22q11.2DS患者表现出持续的儿童期发育偏移,大脑中的高耦合和低耦合区域。此外,第二个偏离的发育模式显示青春期恶化,22q11.2D患者的额叶和扣带皮质呈现低耦合,颞区呈现高耦合。有趣的是,在青春期观察到的加重是由PPS+组强烈驱动的.
    结论:这些结果证实了FSD成熟改变在青春期22q11.2DS精神病症状出现中的重要作用。FSD偏差先于精神病发作发作,因此为处于危险中的个体的行为干预提供了潜在的早期指示。
    BACKGROUND: Compared with conventional unimodal analysis, understanding how brain function and structure relate to one another opens a new biologically relevant assessment of neural mechanisms. However, how function-structure dependencies (FSDs) evolve throughout typical and abnormal neurodevelopment remains elusive. The 22q11.2 deletion syndrome (22q11.2DS) offers an important opportunity to study the development of FSDs and their specific association with the pathophysiology of psychosis.
    METHODS: Previously, we used graph signal processing to combine brain activity and structural connectivity measures in adults, quantifying FSD. Here, we combined FSD with longitudinal multivariate partial least squares correlation to evaluate FSD alterations across groups and among patients with and without mild to moderate positive psychotic symptoms. We assessed 391 longitudinally repeated resting-state functional and diffusion-weighted magnetic resonance images from 194 healthy control participants and 197 deletion carriers (ages 7-34 years, data collected over a span of 12 years).
    RESULTS: Compared with control participants, patients with 22q11.2DS showed a persistent developmental offset from childhood, with regions of hyper- and hypocoupling across the brain. Additionally, a second deviating developmental pattern showed an exacerbation during adolescence, presenting hypocoupling in the frontal and cingulate cortices and hypercoupling in temporal regions for patients with 22q11.2DS. Interestingly, the observed aggravation during adolescence was strongly driven by the group with positive psychotic symptoms.
    CONCLUSIONS: These results confirm a central role of altered FSD maturation in the emergence of psychotic symptoms in 22q11.2DS during adolescence. The FSD deviations precede the onset of psychotic episodes and thus offer a potential early indication for behavioral interventions in individuals at risk.
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  • 文章类型: Journal Article
    背景:重度饮酒(HAU)及其相关条件,如酒精使用障碍(AUD),影响全球数百万人。虽然我们对酒精使用的神经生物学相关性的理解已经有了很大的发展,我们仍然缺乏结合全脑神经解剖学的模型,功能,和药理学信息在一个框架下。
    方法:这里,我们利用弥散和功能磁共振成像来研究N=130名当前酒精使用量较高的个体的脑动力学改变。我们将这些使用酒精的个体与N=308个个体进行了比较,其中使用了最少的任何物质。
    结果:我们发现患有HAU的个体的动态和复杂的大脑活动较少,通过利用网络控制理论,增加了控制能量以完成激活状态之间的转换。Further,使用单独获取的正电子发射断层扫描(PET)数据,我们进行了计算机评估,证明D2受体水平降低,正如以前在AUD个体中发现的那样,可能与我们观察到的发现有关。
    结论:这项工作表明,全脑,多模态成像信息可以在网络控制框架下组合,以识别和评估重度酒精使用的神经生物学相关性和机制。
    BACKGROUND: Heavy alcohol use and its associated conditions, such as alcohol use disorder, impact millions of individuals worldwide. While our understanding of the neurobiological correlates of alcohol use has evolved substantially, we still lack models that incorporate whole-brain neuroanatomical, functional, and pharmacological information under one framework.
    METHODS: Here, we utilized diffusion and functional magnetic resonance imaging to investigate alterations to brain dynamics in 130 individuals with a high amount of current alcohol use. We compared these alcohol-using individuals to 308 individuals with minimal use of any substances.
    RESULTS: We found that individuals with heavy alcohol use had less dynamic and complex brain activity, and through leveraging network control theory, had increased control energy to complete transitions between activation states. Furthermore, using separately acquired positron emission tomography data, we deployed an in silico evaluation demonstrating that decreased D2 receptor levels, as found previously in individuals with alcohol use disorder, may relate to our observed findings.
    CONCLUSIONS: This work demonstrates that whole-brain, multimodal imaging information can be combined under a network control framework to identify and evaluate neurobiological correlates and mechanisms of heavy alcohol use.
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  • 文章类型: Journal Article
    在扩散磁共振(MR)成像中可获得的空间分辨率固有地受到噪声的限制。较弱的信号与较小的体素大小相关联,特别是在高水平的扩散敏化下,由于MR幅度信号的非高斯性质,通常被埋在噪声层之下。这里,我们展示了如何通过最佳收缩与来自多个接收器通道的复值k空间数据中的噪声相关的奇异值,显着抑制本底噪声。我们探索和比较不同的低秩信号矩阵恢复策略,以利用来自多个通道的固有冗余信息。结合背景相位去除,最优策略将噪声本底降低了11倍。我们的框架使成像具有显著提高的分辨率,用于精确表征组织微结构和白质通路,而不依赖于昂贵的硬件升级和耗时的采集重复。优于其他相关的去噪方法。
    The spatial resolution attainable in diffusion magnetic resonance (MR) imaging is inherently limited by noise. The weaker signal associated with a smaller voxel size, especially at a high level of diffusion sensitization, is often buried under the noise floor owing to the non-Gaussian nature of the MR magnitude signal. Here, we show how the noise floor can be suppressed remarkably via optimal shrinkage of singular values associated with noise in complex-valued k-space data from multiple receiver channels. We explore and compare different low-rank signal matrix recovery strategies to utilize the inherently redundant information from multiple channels. In combination with background phase removal, the optimal strategy reduces the noise floor by 11 times. Our framework enables imaging with substantially improved resolution for precise characterization of tissue microstructure and white matter pathways without relying on expensive hardware upgrades and time-consuming acquisition repetitions, outperforming other related denoising methods.
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  • 文章类型: Journal Article
    背景:高水平的婴儿负面情绪(NE)和低正面情绪(PE)可预测未来的情绪和行为问题。前额叶皮层(PFC)支持情绪调节,每个PFC分区都专注于特定的情绪过程。神经突取向色散和密度成像(NODDI)通过神经突密度指数(NDI)和通过取向色散指数(ODI)的色散来估计微观结构完整性和髓鞘形成。有可能更准确地评估发育中大脑的微观结构改变。然而,没有研究使用这些指数来检验PFC微观结构与并发或正在发展的婴儿情绪之间的关联.
    方法:我们在3个月时对PFC分区域NDI和ODI进行建模,并在3个月时(n=61)和9个月时(n=50)照顾者报告婴儿NE和PE,使用多变量和后续双变量回归模型。
    结果:最可靠的统计学意义发现是3个月rACCODI和cACCNDI与并发NE之间的正相关,和3个月的LOFCODI和预期的NE;以及3个月的DLPFCODI和并发PE之间的负相关。多变量模型还显示,其他PFC次区域微观结构措施,以及婴儿和照顾者的社会人口统计学和临床因素,预测婴儿3个月和9个月的NE和PE。
    结论:更大的NDI和ODI,反映了更大的微观结构复杂性,在支持显著性感知(rACC)的PFC区域中,决策(LOFC),动作选择(cACC),注意过程(DLPFC)可能会导致这些子区域与其他神经网络的更大集成,更加关注显著的负面外部线索,因此较高的NE和/或较低的PE。这些发现为未来的精神病理学风险提供了潜在的婴儿皮层标志物。
    BACKGROUND: High levels of infant negative emotionality (NE) and low positive emotionality (PE) predict future emotional and behavioral problems. The prefrontal cortex (PFC) supports emotional regulation, with each PFC subregion specializing in specific emotional processes. Neurite orientation dispersion and density imaging estimates microstructural integrity and myelination via the neurite density index (NDI) and dispersion via the orientation dispersion index (ODI), with potential to more accurately evaluate microstructural alterations in the developing brain. Yet, no study has used these indices to examine associations between PFC microstructure and concurrent or developing infant emotionality.
    METHODS: We modeled PFC subregional NDI and ODI at 3 months with caregiver-reported infant NE and PE at 3 months (n = 61) and at 9 months (n = 50), using multivariable and subsequent bivariate regression models.
    RESULTS: The most robust statistically significant findings were positive associations among 3-month rostral anterior cingulate cortex (ACC) ODI and caudal ACC NDI and concurrent NE, a positive association between 3-month lateral orbitofrontal cortex ODI and prospective NE, and a negative association between 3-month dorsolateral PFC ODI and concurrent PE. Multivariate models also revealed that other PFC subregional microstructure measures, as well as infant and caregiver sociodemographic and clinical factors, predicted infant 3- and 9-month NE and PE.
    CONCLUSIONS: Greater NDI and ODI, reflecting greater microstructural complexity, in PFC regions supporting salience perception (rostral ACC), decision making (lateral orbitofrontal cortex), action selection (caudal ACC), and attentional processes (dorsolateral PFC) might result in greater integration of these subregions with other neural networks and greater attention to salient negative external cues, thus higher NE and/or lower PE. These findings provide potential infant cortical markers of future psychopathology risk.
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  • 文章类型: Journal Article
    目的:通过使用开源供应商不可知的Pulseq平台开发供应商中立的dMRI脉冲序列,减少来自不同供应商的扫描仪之间扩散MRI(dMRI)测量的扫描仪间差异。
    方法:我们在Pulseq中实施了基于EPI的标准dMRI序列。我们在来自不同供应商(SiemensPrisma和GEPremier)的两台临床扫描仪上进行了测试,系统地评估和比较供应商之间的扫描仪内和扫描仪间差异,使用供应商提供的和PulseqdMRI序列。评估涵盖了扩散模型和三个人类受试者,使用标准误差(SE)和Lin的一致性相关性来测量标准DTI指标的可重复性和再现性,包括分数各向异性(FA)和平均扩散率(MD)。
    结果:使用Pulseq在两个扫描仪上执行相同的dMRI序列。在幻影上,Pulseq序列显示,西门子和GE扫描仪的SE(变异性)减少了2.5倍以上。此外,Pulseq序列在体内表现出显著降低的SE,与供应商提供的序列相比,维持扫描-再扫描可重复性,同时降低FA和MD的变异性(皮质/皮质下区域减少50%以上)。
    结论:Pulseq扩散序列降低了体模和体内数据的跨扫描仪变异性,这将有利于多中心神经影像学研究,并提高神经影像学研究的可重复性。
    OBJECTIVE: To reduce the inter-scanner variability of diffusion MRI (dMRI) measures between scanners from different vendors by developing a vendor-neutral dMRI pulse sequence using the open-source vendor-agnostic Pulseq platform.
    METHODS: We implemented a standard EPI based dMRI sequence in Pulseq. We tested it on two clinical scanners from different vendors (Siemens Prisma and GE Premier), systematically evaluating and comparing the within- and inter-scanner variability across the vendors, using both the vendor-provided and Pulseq dMRI sequences. Assessments covered both a diffusion phantom and three human subjects, using standard error (SE) and Lin\'s concordance correlation to measure the repeatability and reproducibility of standard DTI metrics including fractional anisotropy (FA) and mean diffusivity (MD).
    RESULTS: Identical dMRI sequences were executed on both scanners using Pulseq. On the phantom, the Pulseq sequence showed more than a 2.5× reduction in SE (variability) across Siemens and GE scanners. Furthermore, Pulseq sequences exhibited markedly reduced SE in-vivo, maintaining scan-rescan repeatability while delivering lower variability in FA and MD (more than 50% reduction in cortical/subcortical regions) compared to vendor-provided sequences.
    CONCLUSIONS: The Pulseq diffusion sequence reduces the cross-scanner variability for both phantom and in-vivo data, which will benefit multi-center neuroimaging studies and improve the reproducibility of neuroimaging studies.
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