mRS

MRS
  • 文章类型: Journal Article
    来自动物和人类研究的证据表明,创伤后应激障碍(PTSD)的谷氨酸能功能障碍。本研究的目的是使用7TMRS研究PTSD患者的背外侧前额叶皮质(DLFPC)的谷氨酸异常,与较低的场强相比,具有更好的光谱分辨率和信噪比,从而允许更好的光谱质量和更高的灵敏度。我们假设,与没有创伤后应激障碍的创伤暴露者和没有创伤暴露者相比,患有创伤后应激障碍的个体的谷氨酸水平较低。此外,我们探讨了其他神经代谢产物的潜在改变以及谷氨酸与精神症状之间的关系.
    患有PTSD的个人(n=27),没有创伤后应激障碍的创伤暴露者(n=27),无创伤暴露的个体(n=26)接受7TMRS测量左侧DLPFC中的谷氨酸和其他神经代谢产物。创伤后应激障碍的严重性,抑郁症,焦虑,和解离症状进行了评估。
    我们发现,与没有创伤暴露的组相比,PTSD和创伤暴露组的谷氨酸较低。此外,与无创伤暴露组相比,PTSD组的N-乙酰天冬氨酸(NAA)较低,乳酸较高。PTSD组谷氨酸与抑郁症状严重程度呈负相关。谷氨酸与PTSD症状严重程度无关。
    在这项关于创伤后应激障碍的7TMRS研究中,我们观察到谷氨酸浓度的改变,NAA,和乳酸。我们的发现为PTSD患者的多种可能的病理过程提供了证据。高场MRS提供了与PTSD相关的神经代谢改变的洞察力,并且是在体内探测与创伤和压力相关的神经传递和代谢的强大工具。
    UNASSIGNED: Evidence from animal and human studies suggests glutamatergic dysfunction in posttraumatic stress disorder (PTSD). The purpose of this study was to investigate glutamate abnormalities in the dorsolateral prefrontal cortex (DLFPC) of individuals with PTSD using 7T MRS, which has better spectral resolution and signal-to-noise ratio than lower field strengths, thus allowing for better spectral quality and higher sensitivity. We hypothesized that individuals with PTSD would have lower glutamate levels compared to trauma-exposed individuals without PTSD and individuals without trauma exposure. Additionally, we explored potential alterations in other neurometabolites and the relationship between glutamate and psychiatric symptoms.
    UNASSIGNED: Individuals with PTSD (n = 27), trauma-exposed individuals without PTSD (n = 27), and individuals without trauma exposure (n = 26) underwent 7T MRS to measure glutamate and other neurometabolites in the left DLPFC. The severities of PTSD, depression, anxiety, and dissociation symptoms were assessed.
    UNASSIGNED: We found that glutamate was lower in the PTSD and trauma-exposed groups compared to the group without trauma exposure. Furthermore, N-acetylaspartate (NAA) was lower and lactate was higher in the PTSD group compared to the group without trauma exposure. Glutamate was negatively correlated with depression symptom severity in the PTSD group. Glutamate was not correlated with PTSD symptom severity.
    UNASSIGNED: In this first 7T MRS study of PTSD, we observed altered concentrations of glutamate, NAA, and lactate. Our findings provide evidence for multiple possible pathological processes in individuals with PTSD. High-field MRS offers insight into the neurometabolic alterations associated with PTSD and is a powerful tool to probe trauma- and stress-related neurotransmission and metabolism in vivo.
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  • 文章类型: Journal Article
    γ-氨基丁酸(GABA),人类大脑中最重要的抑制性神经递质,长期以来,人们一直认为在一般的人类行为中,特别是在学习中至关重要。GABA浓度可以使用磁共振波谱(MRS)定量。使用这种技术,许多研究报道了基线GABA水平与各种人类行为之间的关联。然而,区域GABA浓度不是固定的,并且可能随着环境因素而表现出快速调节。因此,在执行任务期间的几个时间点对GABA水平进行量化可以提供对不同大脑区域GABA水平动态的见解。这篇综述报告了使用重复措施(n=41)研究人体GABA水平的动态调节的研究结果,以响应感知中的各种干预措施,电机,和认知领域来探索GABA调节与人类行为之间的关联。特定大脑区域的GABA水平可能在任务执行期间或作为学习的函数而增加或减少,取决于它在调查过程中的确切参与。这里,我们总结了现有的证据,并得出了关于GABA调节在表现和学习中的作用的两个总体假设。首先,训练引起的GABA水平增加似乎与在知觉学习过程中区分微小知觉差异的能力提高有关。这一观察结果导致了“GABA增加,以获得更好的神经独特性假设”。其次,融合的证据表明,降低GABA水平可能在有效过滤感知噪声方面发挥有益作用,加强运动学习,并提高视觉运动任务的性能。此外,一些研究表明,GABA水平的降低与更好的工作记忆和成功的强化学习有关。这些观察结果激发了“GABA减少以促进学习假设”,其中指出,通过减少专用大脑区域的GABA来减少神经抑制有助于人类学习。此外,短期体育锻炼后也观察到GABA水平的调节。未来的工作应阐明哪些特定情况会诱导强大的GABA调节以增强神经可塑性并提高性能。
    Gamma-aminobutyric acid (GABA), the most important inhibitory neurotransmitter in the human brain, has long been considered essential in human behavior in general and learning in particular. GABA concentration can be quantified using magnetic resonance spectroscopy (MRS). Using this technique, numerous studies have reported associations between baseline GABA levels and various human behaviors. However, regional GABA concentration is not fixed and may exhibit rapid modulation as a function of environmental factors. Hence, quantification of GABA levels at several time points during the performance of tasks can provide insights into the dynamics of GABA levels in distinct brain regions. This review reports on findings from studies using repeated measures (n = 41) examining the dynamic modulation of GABA levels in humans in response to various interventions in the perceptual, motor, and cognitive domains to explore associations between GABA modulation and human behavior. GABA levels in a specific brain area may increase or decrease during task performance or as a function of learning, depending on its precise involvement in the process under investigation. Here, we summarize the available evidence and derive two overarching hypotheses regarding the role of GABA modulation in performance and learning. Firstly, training-induced increases in GABA levels appear to be associated with an improved ability to differentiate minor perceptual differences during perceptual learning. This observation gives rise to the \'GABA increase for better neural distinctiveness hypothesis\'. Secondly, converging evidence suggests that reducing GABA levels may play a beneficial role in effectively filtering perceptual noise, enhancing motor learning, and improving performance in visuomotor tasks. Additionally, some studies suggest that the reduction of GABA levels is related to better working memory and successful reinforcement learning. These observations inspire the \'GABA decrease to boost learning hypothesis\', which states that decreasing neural inhibition through a reduction of GABA in dedicated brain areas facilitates human learning. Additionally, modulation of GABA levels is also observed after short-term physical exercise. Future work should elucidate which specific circumstances induce robust GABA modulation to enhance neuroplasticity and boost performance.
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  • 文章类型: Journal Article
    认知灵活性代表在不同心理方案之间切换的能力,为不断变化的环境提供适应性优势。已经通过fMRI在人类中深入研究了这种执行功能的神经基础,显示左下额叶皮质(IFC)和左下顶叶(IPL)至关重要。这里,我们通过γ-氨基丁酸(GABA)和谷氨酸谷氨酰胺(Glx)研究了这些区域的抑制-兴奋平衡,用磁共振波谱(MRS)测量,在40名年轻(18-35岁;26名女性)和40名年龄较大(18-35岁;21名女性)的人类成年人中,认知灵活性任务及其与表现水平和局部任务诱导的血氧水平依赖性(BOLD)反应的关系。由于IFC和IPL是紧密相连的区域,我们还研究了与局部代谢活动相关的全脑效应.结果没有显示与灵活性表现相关的绝对代谢调节,但是表现水平与IPL的代谢调节方向有关,在年轻人和老年人中模式相反。单个抑制性-兴奋性平衡调制与IPL中的局部BOLD响应呈反比关系。最后,IPL中抑制性-兴奋性平衡的调节仅与老年个体的全脑效应有关.这些发现表明,年轻人和老年人认知灵活性的代谢机制存在差异,以及它们与表现水平和BOLD反应的关系。这种代谢差异可能在衰老期间的执行功能中发挥作用,特别是在认知灵活性中。重要性陈述认知灵活性在适应不断变化的环境方面提供了优势。我们通过MRS研究了年轻和老年个体认知灵活性过程中额叶和顶叶皮质中的抑制性-兴奋性平衡(GABA/Glx)调节。认知表现过程中兴奋性语气的增加与年轻人更好的执行力有关。有趣的是,抑制音的增加与老年人的表现更好有关.此外,我们发现,老年人抑制音的增加与远端脑区耗氧量的减少有关(BOLD-fMRI).这可能表明GABA调制有助于神经网络的分离,最大化大脑效率和认知表现。这些发现强调了认知灵活性的神经代谢机制中与年龄相关的差异。
    Cognitive flexibility represents the capacity to switch among different mental schemes, providing an adaptive advantage to a changing environment. The neural underpinnings of this executive function have been deeply studied in humans through fMRI, showing that the left inferior frontal cortex (IFC) and the left inferior parietal lobule (IPL) are crucial. Here, we investigated the inhibitory-excitatory balance in these regions by means of γ-aminobutyric acid (GABA+) and glutamate + glutamine (Glx), measured with magnetic resonance spectroscopy, during a cognitive flexibility task and its relationship with the performance level and the local task-induced blood oxygenation level-dependent (BOLD) response in 40 young (18-35 years; 26 female) and 40 older (18-35 years; 21 female) human adults. As the IFC and the IPL are richly connected regions, we also examined whole-brain effects associated with their local metabolic activity. Results did not show absolute metabolic modulations associated with flexibility performance, but the performance level was related to the direction of metabolic modulation in the IPL with opposite patterns in young and older individuals. The individual inhibitory-excitatory balance modulation showed an inverse relationship with the local BOLD response in the IPL. Finally, the modulation of inhibitory-excitatory balance in IPL was related to whole-brain effects only in older individuals. These findings show disparities in the metabolic mechanisms underlying cognitive flexibility in young and older adults and their association with the performance level and BOLD response. Such metabolic differences are likely to play a role in executive functioning during aging and specifically in cognitive flexibility.
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  • 文章类型: Journal Article
    背景:急性缺血性卒中对被称为缺血半影的可挽救组织包围的脑实质造成不可逆的损伤。磁共振成像(MRI),特别是异常扩散加权成像(DWI)信号与正常流体衰减反演恢复(FLAIR)信号之间的不匹配,在检测缺血半暗带中起着至关重要的作用。它还允许识别可能受益于再灌注治疗的患者。因此,这项前瞻性队列研究旨在探讨DWI-FLAIR不匹配与急性缺血性卒中患者临床结局的相关性,特别是那些延迟或不确定症状发作的人,提供对再灌注治疗的潜在见解。
    方法:这项前瞻性队列研究纳入了38名年龄在18岁以上的血栓性卒中患者。基线数据,包括人口统计,生活方式因素,和病史,被记录下来。在症状发作4.5小时至12小时内通过脑MRI评估DWI-FLAIR不匹配。
    结果:在队列中,63.2%是男性,主要在61-70岁年龄段。吸烟和饮酒各占15.79%。38名受试者中有20名存在DWI-FLAIR不匹配。在有和没有DWI-FLAIR不匹配的受试者之间,美国国立卫生研究院卒中量表(NIHSS)和改良Rankin量表(MRS)的平均得分没有统计学上的显着差异。唤醒中风受试者的溶栓治疗显示出院时(1.29±0.95)和6至8周(1.71±1.11)的平均MRS显着降低,建议对功能结果的潜在益处。
    结论:DWI-FLAIR不匹配的患病率在大多数患者中超过了他们的窗口期,并且还显示出受益的结果,溶栓后NHISS和MRS评分平均降低。
    BACKGROUND: Acute ischemic stroke causes irreversible damage to the brain parenchyma surrounded by salvageable tissue known as the ischemic penumbra. Magnetic resonance imaging (MRI), particularly the mismatch between abnormal diffusion-weighted imaging (DWI) signals and normal fluid-attenuated inversion recovery (FLAIR) signals, plays a critical role in detecting ischemic penumbra. It also allows for the identification of patients who may benefit from reperfusion therapy. Hence, this prospective cohort study aimed to explore the correlation between DWI-FLAIR mismatch and clinical outcomes in acute ischemic stroke patients, specifically those with delayed or uncertain symptom onset, offering potential insights into reperfusion therapy.
    METHODS: A total of 38 thrombotic stroke patients aged above 18 were included in this prospective cohort study. Baseline data, including demographics, lifestyle factors, and medical history, were recorded. DWI-FLAIR mismatch was evaluated through brain MRI within 4.5 hours to 12 hours of symptom onset.
    RESULTS:  Of the cohort, 63.2% were males, predominantly in the 61-70 age group. Smoking and alcohol consumption were reported by 15.79% each. DWI-FLAIR mismatch was present in 20 out of 38 subjects. No statistically significant differences were noted in the mean National Institutes of Health Stroke Scale (NIHSS) and Modified Rankin Scale (MRS) scores between subjects with and without DWI-FLAIR mismatch. Thrombolysis in wake-up stroke subjects demonstrated a substantial reduction in mean MRS at discharge (1.29±0.95) and at six to eight weeks (1.71±1.11), suggesting potential benefits on functional outcomes.
    CONCLUSIONS:  The prevalence of DWI-FLAIR mismatch was seen in the majority of patients beyond their window period and also showed beneficiary outcomes with a mean reduction in NHISS and MRS scores following thrombolysis.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    目的:本研究旨在确定年轻缺血性卒中患者的危险因素和卒中亚型及其出院时的转归。
    方法:这是一项针对18至45岁年龄段的缺血性中风患者(n=264)的回顾性横断面研究。研究人群分为两个广泛的年龄组:18至35岁和36至45岁;并根据人口统计学进行比较,危险因素,Org10172在急性中风治疗(TOAST)分类中的试验,和结果。在入院和出院时,根据美国国立卫生研究院卒中量表(NIHSS)和改良的Rankin量表(MRS)系统比较结果。
    结果:患者的平均年龄为37.84±6.19岁。男女比例为2.5:1。最常见的血管危险因素是糖尿病(29.16%)。高血压(49.62%),血脂异常(DLP,44.4%),和吸烟(10.9%)。最常见的TOAST亚型是大血管疾病(38.63%),其次是未确定类别(35.6%)。老年组出现继发于小血管疾病的中风比例很高(14.13%;p=0.03),而心源性卒中在女性亚组很常见(p=0.05)。大多数中风发生在前循环(66.6%),与后循环(25.75%)相比,近50%的患者患有颅内疾病。总的来说,出院时MRS结果良好.
    结论:常规血管危险因素同样普遍,即使是年轻的中风患者。年轻卒中年龄的基准显示出下降趋势,因为更多35岁以上的卒中患者显示出与老年患者相似的危险因素趋势。大多数中风负担仍然属于受损类别,这需要积极的风险因素识别和管理。
    OBJECTIVE: This study aimed to determine the risk factors and stroke subtypes for young ischemic stroke patients and their outcomes at the time of discharge.
    METHODS: This is a retrospective cross-sectional study of ischemic stroke patients (n = 264) between the age groups of 18 and 45. The study population was divided into two broad age groups: 18 to 35 years and 36 to 45 years; and compared based on demographics, risk factors, the Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification, and outcomes. The outcomes were compared based on the National Institutes of Health Stroke Scale (NIHSS) and Modified Rankin Scale (MRS) systems at the time of admission and discharge.
    RESULTS: The mean age of patients was 37.84±6.19 years. The male-to-female ratio was 2.5:1. The most common vascular risk factors identified were diabetes (29.16%), hypertension (49.62%), dyslipidaemia (DLP, 44.4%), and smoking (10.9%). The most common TOAST subtype was large vessel disease (38.63%), followed by the undetermined category (35.6%). The elderly group showed a high proportion of strokes secondary to small vessel disease (14.13%; p = 0.03), while cardioembolic strokes were common in the female subgroup (p = 0.05). The majority of strokes were in the anterior circulation (66.6%) as compared to the posterior (25.75%), and nearly 50% of the patients had intracranial disease. Overall, there was a favourable MRS outcome at discharge.
    CONCLUSIONS: Conventional vascular risk factors are equally prevalent, even among young stroke patients. The benchmark for young stroke age is showing a downward shift as more stroke patients above the age of 35 are showing similar risk factor trends as those of their older counterparts. The majority of stroke burden still falls under the undermined category, which requires aggressive risk factor identification and management.
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  • 文章类型: Journal Article
    我们的目标是评估一种简单的技术来提高大脑的光谱质量,尤其是小脑,在7TMRI扫描期间。这是通过无线RF阵列插入来实现的,该无线RF阵列插入被设计为减轻由大脑下部的有限的发射场效率引起的信号丢失。我们最近开发了一种无线RF阵列,通过无线RF阵列和MRI线圈之间的电感耦合来增强信号,从而改善7T的MRI和1H-MRS。在带有Nova1Tx/32Rx头线圈的西门子7T全身人体扫描仪上进行的体内实验,量化了背颈椎阵列在改善后颅窝信号方面的影响,包括小脑,其中线圈的传输效率固有地很低。1H-MRS实验协议包括成对采集数据集,有和没有射频阵列,使用半激光和SASSI序列。总体结果表明,在阵列的存在下,局部1H-MRS显著改善。在存在与不存在阵列的情况下的体内1H-MRS图的比较表明平均SNR增强为2.2倍。LCPmodel分析报告Cramér-Rao下界减少,表明更自信的适合。该无线RF阵列可以显著提高检测灵敏度。它可以减少1H-MRS和MRI应用的RF发射功率和数据采集时间,特别是在7T时,其中1H-MRS需要高功率RF脉冲。该阵列可以提供一种成本有效且有效的解决方案,以提高传输效率较低的区域中人类1H-MRS和MRI的检测灵敏度。
    We aim to assess a straightforward technique to enhance spectral quality in the brain, particularly in the cerebellum, during 7 T MRI scans. This is achieved through a wireless RF array insert designed to mitigate signal dropouts caused by the limited transmit field efficiency in the inferior part of the brain. We recently developed a wireless RF array to improve MRI and 1H-MRS at 7 T by augmenting signal via inductive coupling between the wireless RF array and the MRI coil. In vivo experiments on a Siemens 7 T whole-body human scanner with a Nova 1Tx/32Rx head coil quantified the impact of the dorsal cervical array in improving signal in the posterior fossa, including the cerebellum, where the transmit efficiency of the coil is inherently low. The 1H-MRS experimental protocol consisted of paired acquisition of data sets, both with and without the RF array, using the semi-LASER and SASSI sequences. The overall results indicate that the localized 1H-MRS is improved significantly in the presence of the array. Comparison of in vivo 1H-MRS plots in the presence versus absence of the array demonstrated an average SNR enhancement of a factor of 2.2. LCModel analysis reported reduced Cramér-Rao lower bounds, indicating more confident fits. This wireless RF array can significantly increase detection sensitivity. It may reduce the RF transmission power and data acquisition time for 1H-MRS and MRI applications, specifically at 7 T, where 1H-MRS requires a high-power RF pulse. The array could provide a cost-effective and efficient solution to improve detection sensitivity for human 1H-MRS and MRI in the regions with lower transmit efficiency.
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  • 文章类型: Journal Article
    来自动物和人类研究的证据表明,创伤后应激障碍(PTSD)的谷氨酸能功能障碍。本研究的目的是使用7TMRS研究PTSD患者的背外侧前额叶皮质(DLFPC)的谷氨酸异常,与较低的场强相比,具有更好的光谱分辨率和信噪比,从而允许更好的光谱质量和更高的灵敏度。我们假设,与没有创伤后应激障碍的创伤暴露者和没有创伤暴露者相比,患有创伤后应激障碍的个体的谷氨酸水平较低。此外,我们探讨了其他神经代谢产物的潜在改变以及谷氨酸与精神症状之间的关系.
    患有PTSD的个人(n=27),没有创伤后应激障碍的创伤暴露者(n=27),无创伤暴露的个体(n=26)接受7TMRS测量左侧DLPFC中的谷氨酸和其他神经代谢产物。创伤后应激障碍的严重性,抑郁症,焦虑,和解离症状进行了评估。
    我们发现,与没有创伤暴露的组相比,PTSD和创伤暴露组的谷氨酸较低。此外,与无创伤暴露组相比,PTSD组的N-乙酰天冬氨酸(NAA)较低,乳酸较高。PTSD组谷氨酸与抑郁症状严重程度呈负相关。谷氨酸与PTSD症状严重程度无关。
    在这项关于创伤后应激障碍的7TMRS研究中,我们观察到谷氨酸浓度的改变,NAA,和乳酸。我们的发现为PTSD患者的多种可能的病理过程提供了证据。高场MRS提供了与PTSD相关的神经代谢改变的洞察力,并且是在体内探测与创伤和压力相关的神经传递和代谢的强大工具。
    UNASSIGNED: Evidence from animal and human studies suggests glutamatergic dysfunction in posttraumatic stress disorder (PTSD). The purpose of this study was to investigate glutamate abnormalities in the dorsolateral prefrontal cortex (DLFPC) of individuals with PTSD using 7T MRS, which has better spectral resolution and signal-to-noise ratio than lower field strengths, thus allowing for better spectral quality and higher sensitivity. We hypothesized that individuals with PTSD would have lower glutamate levels compared to trauma-exposed individuals without PTSD and individuals without trauma exposure. Additionally, we explored potential alterations in other neurometabolites and the relationship between glutamate and psychiatric symptoms.
    UNASSIGNED: Individuals with PTSD (n=27), trauma-exposed individuals without PTSD (n=27), and individuals without trauma exposure (n=26) underwent 7T MRS to measure glutamate and other neurometabolites in the left DLPFC. The severities of PTSD, depression, anxiety, and dissociation symptoms were assessed.
    UNASSIGNED: We found that glutamate was lower in the PTSD and trauma-exposed groups compared to the group without trauma exposure. Furthermore, N-acetylaspartate (NAA) was lower and lactate was higher in the PTSD group compared to the group without trauma exposure. Glutamate was negatively correlated with depression symptom severity in the PTSD group. Glutamate was not correlated with PTSD symptom severity.
    UNASSIGNED: In this first 7T MRS study of PTSD, we observed altered concentrations of glutamate, NAA, and lactate. Our findings provide evidence for multiple possible pathological processes in individuals with PTSD. High-field MRS offers insight into the neurometabolic alterations associated with PTSD and is a powerful tool to probe trauma- and stress-related neurotransmission and metabolism in vivo.
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  • 文章类型: Journal Article
    质子MRS在临床上用于收集局部,来自活组织的定量代谢数据。然而,光谱中基线的存在使准确的MRS数据定量变得复杂。基线的出现并非特定于短回波时间MRS数据。在短回波时间MRS中,基线通常由主要的大分子(MM)部分组成,并且可以,取决于B0匀场,体素放置不良,和/或定位序列,还含有广泛的水和脂质共振成分,由广泛的成分(BCs)表示。在长回波时间MRS中,MM部分通常要小得多,但BCs可能仍然存在。MM和BC的总和由基线表示。多年来已经提出了许多算法来解决这些伪影。第一种方法是在预处理步骤中识别基线本身,第二种方法是在MRS数据本身的量化中对基线进行建模。本文概述了基线处理算法,并提出了一种新的基线校正算法。在体内MRSI数据(TE=40ms时的半激光)上测试了合适的基线去除算法的子集,并与新算法进行了比较。使用不同方法去除所有数据集中的基线,随后使用spectrIm-QMRS与仅包含代谢物基础集并且缺乏基线模型的TDFDFit拟合模型拟合。还使用明确地对代谢物和光谱基线进行建模的spectrum-QMRS模型来拟合相同的光谱。后者量化的量化结果被视为地面实况。拟合质量数(FQN)用于评估基线去除效果,还检查了代谢物峰面积与地面实况模型之间的相关性。结果表明,我们提出的新算法具有竞争力,强调其自动方法和效率。然而,所测试的基线校正方法均未达到像地面实况模型那样好的FQN。所有单独应用的基线校正方法在观察到的代谢物峰面积中引入偏差。我们得出的结论是,所有测试的基线校正方法,当作为单独的预处理步骤应用时,产生较差的FQN和偏倚的定量结果。虽然它们可以增强视觉显示,在光谱拟合之前不建议使用它们。
    Proton MRS is used clinically to collect localized, quantitative metabolic data from living tissues. However, the presence of baselines in the spectra complicates accurate MRS data quantification. The occurrence of baselines is not specific to short-echo-time MRS data. In short-echo-time MRS, the baseline consists typically of a dominating macromolecular (MM) part, and can, depending on B0 shimming, poor voxel placement, and/or localization sequences, also contain broad water and lipid resonance components, indicated by broad components (BCs). In long-echo-time MRS, the MM part is usually much smaller, but BCs may still be present. The sum of MM and BCs is denoted by the baseline. Many algorithms have been proposed over the years to tackle these artefacts. A first approach is to identify the baseline itself in a preprocessing step, and a second approach is to model the baseline in the quantification of the MRS data themselves. This paper gives an overview of baseline handling algorithms and also proposes a new algorithm for baseline correction. A subset of suitable baseline removal algorithms were tested on in vivo MRSI data (semi-LASER at TE = 40 ms) and compared with the new algorithm. The baselines in all datasets were removed using the different methods and subsequently fitted using spectrIm-QMRS with a TDFDFit fitting model that contained only a metabolite basis set and lacked a baseline model. The same spectra were also fitted using a spectrIm-QMRS model that explicitly models the metabolites and the baseline of the spectrum. The quantification results of the latter quantification were regarded as ground truth. The fit quality number (FQN) was used to assess baseline removal effectiveness, and correlations between metabolite peak areas and ground truth models were also examined. The results show a competitive performance of our new proposed algorithm, underscoring its automatic approach and efficiency. Nevertheless, none of the tested baseline correction methods achieved FQNs as good as the ground truth model. All separately applied baseline correction methods introduce a bias in the observed metabolite peak areas. We conclude that all baseline correction methods tested, when applied as a separate preprocessing step, yield poorer FQNs and biased quantification results. While they may enhance visual display, they are not advisable for use before spectral fitting.
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