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Quantitative ultrashort echo time MR imaging of knee osteochondral junction: An ex vivo feasibility study. 膝关节骨软骨交界处的超短回波时间磁共振定量成像:体外可行性研究
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-28 DOI: 10.1002/nbm.5253
Jiyo S Athertya, Arya Suprana, James Lo, Alecio F Lombardi, Dina Moazamian, Eric Y Chang, Jiang Du, Yajun Ma

Compositional changes can occur in the osteochondral junction (OCJ) during the early stages and progressive disease evolution of knee osteoarthritis (OA). However, conventional magnetic resonance imaging (MRI) sequences are not able to image these regions efficiently because of the OCJ region's rapid signal decay. The development of new sequences able to image and quantify OCJ region is therefore highly desirable. We developed a comprehensive ultrashort echo time (UTE) MRI protocol for quantitative assessment of OCJ region in the knee joint, including UTE variable flip angle technique for T1 mapping, UTE magnetization transfer (UTE-MT) modeling for macromolecular proton fraction (MMF) mapping, UTE adiabatic T (UTE-AdiabT) sequence for T mapping, and multi-echo UTE sequence for T2* mapping. B1 mapping based on the UTE actual flip angle technique was utilized for B1 correction in T1, MMF, and T measurements. Ten normal and one abnormal cadaveric human knee joints were scanned on a 3T clinical MRI scanner to investigate the feasibility of OCJ imaging using the proposed protocol. Volumetric T1, MMF, T, and T2* maps of the OCJ, as well as the superficial and full-thickness cartilage regions, were successfully produced using the quantitative UTE imaging protocol. Significantly lower T1, T, and T2* relaxation times were observed in the OCJ region compared with those observed in both the superficial and full-thickness cartilage regions, whereas MMF showed significantly higher values in the OCJ region. In addition, all four UTE biomarkers showed substantial differences in the OCJ region between normal and abnormal knees. These results indicate that the newly developed 3D quantitative UTE imaging techniques are feasible for T1, MMF, T, and T2* mapping of knee OCJ, representative of a promising approach for the evaluation of compositional changes in early knee OA.

在膝关节骨关节炎(OA)的早期阶段和疾病逐渐发展的过程中,骨软骨交界处(OCJ)会发生成分变化。然而,由于 OCJ 区域的信号衰减较快,传统的磁共振成像(MRI)序列无法对这些区域进行有效成像。因此,开发能够对 OCJ 区域进行成像和量化的新序列是非常有必要的。我们开发了一套全面的超短回波时间(UTE)磁共振成像方案,用于膝关节OCJ区域的定量评估,包括用于T1映射的UTE可变翻转角技术、用于大分子质子分数(MMF)映射的UTE磁化传递(UTE-MT)模型、用于T1ρ映射的UTE绝热T1ρ(UTE-AdiabT1ρ)序列以及用于T2*映射的多回波UTE序列。在T1、MMF和T1ρ测量中,利用基于UTE实际翻转角技术的B1映射进行B1校正。在 3T 临床磁共振成像扫描仪上扫描了 10 个正常和 1 个异常的人体尸体膝关节,以研究使用建议方案进行 OCJ 成像的可行性。采用定量UTE成像方案成功绘制了OCJ以及表层和全厚软骨区域的T1、MMF、T1ρ和T2*容积图。与表层和全厚软骨区域相比,OCJ 区域的 T1、T1ρ 和 T2* 松弛时间明显较低,而 MMF 在 OCJ 区域的值明显较高。此外,所有四种UTE生物标记物在OCJ区域都显示出正常膝关节和异常膝关节之间的巨大差异。这些结果表明,新开发的三维定量UTE成像技术可用于膝关节OCJ的T1、MMF、T1ρ和T2*绘图,是评估早期膝关节OA成分变化的一种有前途的方法。
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引用次数: 0
Tracking gonadal development in fish: An in vivo MRI study on polar cod, Boreogadus saida (Lepechin, 1774). 追踪鱼类的性腺发育:对极地鳕鱼 Boreogadus saida (Lepechin, 1774) 的体内磁共振成像研究。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-07 DOI: 10.1002/nbm.5231
Nicole Vogt, Felizitas C Wermter, Jasmine Nahrgang, Daniela Storch, Christian Bock

Magnetic resonance imaging (MRI) was applied to determine the sex of polar cod (Boreogadus saida Lepechin, 1774) (Actinopterygii: Gadidae) and to follow the gonadal development in individual animals over time. Individual unanaesthetised fish were transferred to a measurement chamber inside a preclinical 9.4 T MRI scanner and continuously perfused with aerated seawater. A screening procedure at an average of 3.5 h, consisting of a set of MRI scans of different orientations, was repeated every 4 weeks on the same set of reproducing B. saida (n = 10) with a body length of about 20 cm. Adapted multi-slice flow-compensated fast low-angle shot (FcFLASH) and rapid acquisition with relaxation enhancement (RARE) protocols with an in-plane resolution of 313 μm and an acquisition time of 2.5 min were used to visualise the morphology of various organs, including the gonads within the field of view (FOV). The MR images provided high resolution, enabling specific sex determination, calculation of gonad volumes, and determination of oocyte sizes. Gonad maturation was followed over 4 months from November 2021 until shortly before spawning in February 2022. The gonad volume increased by 2.3-25.5% for males and by 11.5-760.7% for females during the observation period. From October to February, the oocyte diameter increased from 427 μm (n = 1) to 1346 ± 27 μm (n = 4). Interestingly, individual oocytes showed changes in MR contrast over time that can be attributed to the morphological development of the oocytes. The results fit well with previous literature data from classical invasive studies. The presented approach has great potential for various ecophysiological applications such as monitoring natural or delayed development of internal organs or sex determination under different environmental conditions.

磁共振成像(MRI)被用于确定极地鳕鱼(Boreogadus saida Lepechin, 1774)(翼手目:鳕科)的性别,并随时间跟踪个体动物的性腺发育情况。未经麻醉的鱼个体被转移到临床前 9.4 T 核磁共振成像扫描仪内的测量室,并持续灌注充气海水。在同一组体长约 20 厘米的繁殖 B. saida(n = 10)上,每 4 周重复一次平均 3.5 小时的筛选程序,包括一组不同方向的磁共振成像扫描。采用经调整的多层流补偿快速低角度扫描(FcFLASH)和弛豫增强快速采集(RARE)方案,平面内分辨率为 313 μm,采集时间为 2.5 分钟,以观察各种器官的形态,包括视野(FOV)内的性腺。核磁共振图像分辨率很高,可用于确定具体性别、计算性腺体积和确定卵母细胞大小。从 2021 年 11 月到 2022 年 2 月产卵前不久的 4 个月中,对性腺成熟情况进行了跟踪。在观察期间,雄性性腺体积增加了 2.3-25.5%,雌性性腺体积增加了 11.5-760.7%。从 10 月到 2 月,卵母细胞直径从 427 μm(n = 1)增加到 1346 ± 27 μm(n = 4)。有趣的是,随着时间的推移,单个卵母细胞的磁共振对比度会发生变化,这可能与卵母细胞的形态发育有关。结果与之前经典侵入式研究的文献数据非常吻合。该方法在各种生态生理学应用中具有巨大潜力,如监测内脏器官的自然或延迟发育,或在不同环境条件下进行性别鉴定。
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引用次数: 0
A human brain atlas of χ-separation for normative iron and myelin distributions. 用于规范铁和髓鞘分布的χ-分离人脑图谱。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-20 DOI: 10.1002/nbm.5226
Kyeongseon Min, Beomseok Sohn, Woo Jung Kim, Chae Jung Park, Soohwa Song, Dong Hoon Shin, Kyung Won Chang, Na-Young Shin, Minjun Kim, Hyeong-Geol Shin, Phil Hyu Lee, Jongho Lee

Iron and myelin are primary susceptibility sources in the human brain. These substances are essential for a healthy brain, and their abnormalities are often related to various neurological disorders. Recently, an advanced susceptibility mapping technique, which is referred to as χ-separation (pronounced as "chi"-separation), has been proposed, successfully disentangling paramagnetic iron from diamagnetic myelin. This method provided a new opportunity for generating high-resolution iron and myelin maps of the brain. Utilizing this technique, this study constructs a normative χ-separation atlas from 106 healthy human brains. The resulting atlas provides detailed anatomical structures associated with the distributions of iron and myelin, clearly delineating subcortical nuclei, thalamic nuclei, and white matter fiber bundles. Additionally, susceptibility values in a number of regions of interest are reported along with age-dependent changes. This atlas may have direct applications such as localization of subcortical structures for deep brain stimulation or high-intensity focused ultrasound and also serve as a valuable resource for future research.

铁和髓鞘是人脑中的主要易感源。这些物质是健康大脑所必需的,而它们的异常往往与各种神经系统疾病有关。最近,一种被称为χ-separation(读作 "chi"-separation)的先进电感绘图技术被提出,成功地将顺磁性铁从二磁性髓鞘中分离出来。这种方法为生成高分辨率的大脑铁和髓鞘图提供了新的机会。本研究利用这一技术,从 106 个健康人的大脑中构建了一个规范的 χ 分离图谱。生成的图谱提供了与铁和髓鞘分布相关的详细解剖结构,清晰地勾勒出皮层下核、丘脑核和白质纤维束。此外,该图谱还报告了一些相关区域的电感值以及随年龄而发生的变化。该地图集可直接应用于深部脑刺激或高强度聚焦超声的皮层下结构定位,也可作为未来研究的宝贵资源。
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引用次数: 0
Sensitivity analysis of models of gas exchange for lung hyperpolarised 129Xe MR. 肺超极化 129Xe MR 气体交换模型的敏感性分析。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-25 DOI: 10.1002/nbm.5239
Yohn Taylor, Frederick J Wilson, Mina Kim, Geoff J M Parker

Sensitivity analysis enables the identification of influential parameters and the optimisation of model composition. Such methods have not previously been applied systematically to models describing hyperpolarised 129Xe gas exchange in the lung. Here, we evaluate the current 129Xe gas exchange models to assess their precision for identifying alterations in pulmonary vascular function and lung microstructure. We assess sensitivity using established univariate methods and scatter plots for parameter interactions. We apply them to the model described by Patz et al and the Model of Xenon Exchange (MOXE), examining their ability to measure: i) importance (rank), ii) temporal dependence and iii) interaction effects of each parameter across healthy and diseased ranges. The univariate methods and scatter plot analyses demonstrate consistently similar results for the importance of parameters common to both models evaluated. Alveolar surface area to volume ratio is identified as the parameter to which model signals are most sensitive. The alveolar-capillary barrier thickness is identified as a low-sensitivity parameter for the MOXE model. An acquisition window of at least 200 ms effectively demonstrates model sensitivity to most parameters. Scatter plots reveal interaction effects in both models, impacting output variability and sensitivity. Our sensitivity analysis ranks the parameters within the model described by Patz et al and within the MOXE model. The MOXE model shows low sensitivity to alveolar-capillary barrier thickness, highlighting the need for designing acquisition protocols optimised for the measurement of this parameter. The presence of parameter interaction effects highlights the requirement for care in interpreting model outputs.

通过敏感性分析,可以确定有影响的参数并优化模型组成。这种方法以前从未系统地应用于描述肺内超极化 129Xe 气体交换的模型。在此,我们对当前的 129Xe 气体交换模型进行了评估,以评估其识别肺血管功能和肺微结构变化的精确性。我们使用既定的单变量方法和参数相互作用散点图来评估敏感性。我们将这些方法应用于 Patz 等人描述的模型和氙交换模型 (MOXE),检查它们测量以下方面的能力:i) 重要性(等级);ii) 时间依赖性;iii) 各参数在健康和疾病范围内的交互作用。单变量方法和散点图分析表明,两个评估模型中常见参数的重要性结果始终相似。肺泡表面积与体积比被确定为模型信号最敏感的参数。肺泡-毛细血管屏障厚度被确定为 MOXE 模型的低敏感参数。至少 200 毫秒的采集窗口有效地证明了模型对大多数参数的敏感性。散点图显示了两种模型的交互效应,影响了输出变异性和灵敏度。我们的灵敏度分析对 Patz 等人描述的模型和 MOXE 模型中的参数进行了排序。MOXE 模型对肺泡-毛细血管屏障厚度的灵敏度较低,这说明需要设计优化的采集方案来测量这一参数。参数交互效应的存在凸显了在解释模型输出结果时需要小心谨慎。
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引用次数: 0
Evidence for biexponential glutamate T2 relaxation in human visual cortex at 3T: A functional MRS study. 3T 下人类视觉皮层谷氨酸 T2 双指数弛豫的证据:功能 MRS 研究。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-27 DOI: 10.1002/nbm.5240
Polina Emeliyanova, Laura M Parkes, Stephen R Williams, Caroline Lea-Carnall

Functional magnetic resonance spectroscopy (fMRS) measures dynamic changes in metabolite concentration in response to neural stimulation. The biophysical basis of these changes remains unclear. One hypothesis suggests that an increase or decrease in the glutamate signal detected by fMRS could be due to neurotransmitter movements between cellular compartments with different T2 relaxation times. Previous studies reporting glutamate (Glu) T2 values have generally sampled at echo times (TEs) within the range of 30-450 ms, which is not adequate to observe a component with short T2 (<20 ms). Here, we acquire MRS measurements for Glu, (t) total creatine (tCr) and total N-acetylaspartate (tNAA) from the visual cortex in 14 healthy participants at a range of TE values between 9.3-280 ms during short blocks (64 s) of flickering checkerboards and rest to examine both the short- and long-T2 components of the curve. We fit monoexponential and biexponential Glu, tCr and tNAA T2 relaxation curves for rest and stimulation and use Akaike information criterion to assess best model fit. We also include power calculations for detection of a 2% shift of Glu between compartments for each TE. Using pooled data over all participants at rest, we observed a short Glu T2-component with T2 = 10 ms and volume fraction of 0.35, a short tCr T2-component with T2 = 26 ms and volume fraction of 0.25 and a short tNAA T2-component around 15 ms with volume fraction of 0.34. No statistically significant change in Glu, tCr and tNAA signal during stimulation was detected at any TE. The volume fractions of short-T2 component between rest and active conditions were not statistically different. This study provides evidence for a short T2-component for Glu, tCr and tNAA but no evidence to support the hypothesis of task-related changes in glutamate distribution between short and long T2 compartments.

功能磁共振波谱(fMRS)测量代谢物浓度在神经刺激下的动态变化。这些变化的生物物理基础仍不清楚。一种假设认为,fMRS 检测到的谷氨酸信号的增加或减少可能是由于神经递质在具有不同 T2 松弛时间的细胞区间的移动。以往报告谷氨酸(Glu)T2 值的研究通常在 30-450 毫秒的回波时间(TE)范围内采样,这不足以观察到短 T2 的成分(曲线的 2 个成分)。我们拟合了静息和刺激时的单指数和双指数 Glu、tCr 和 tNAA T2 松弛曲线,并使用 Akaike 信息准则评估最佳模型拟合。我们还对每个 TE 的 Glu 在区间内发生 2% 转移的检测功率进行了计算。使用所有参与者静息时的集合数据,我们观察到一个短的 Glu T2 分量(T2 = 10 ms,体积分数为 0.35)、一个短的 tCr T2 分量(T2 = 26 ms,体积分数为 0.25)和一个短的 tNAA T2 分量(15 ms 左右,体积分数为 0.34)。在任何 TE 下,刺激过程中均未检测到 Glu、tCr 和 tNAA 信号有统计学意义的变化。在静息和活动状态下,短 T2 分量的体积分数没有统计学差异。这项研究提供了 Glu、tCr 和 tNAA 短 T2 成分的证据,但没有证据支持谷氨酸在短 T2 和长 T2 区间的分布与任务相关变化的假设。
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引用次数: 0
Diffusion model based on generalized map for accelerated MRI. 基于加速磁共振成像广义图的扩散模型
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-04 DOI: 10.1002/nbm.5232
Zengwei Xiao, Yujuan Lu, Binzhong He, Pinhuang Tan, Shanshan Wang, Xiaoling Xu, Qiegen Liu

In recent years, diffusion models have made significant progress in accelerating magnetic resonance imaging. Nevertheless, it still has inherent limitations, such as prolonged iteration times and sluggish convergence rates. In this work, we present a novel generalized map generation model based on mean-reverting SDE, called GM-SDE, to alleviate these shortcomings. Notably, the core idea of GM-SDE is optimizing the initial values of the iterative algorithm. Specifically, the training process of GM-SDE diffuses the original k-space data to an intermediary degraded state with fixed Gaussian noise, while the reconstruction process generates the data by reversing this process. Based on the generalized map, three variants of GM-SDE are proposed to learn k-space data with different structural characteristics to improve the effectiveness of model training. GM-SDE also exhibits flexibility, as it can be integrated with traditional constraints, thereby further enhancing its overall performance. Experimental results showed that the proposed method can reduce reconstruction time and deliver excellent image reconstruction capabilities compared to the complete diffusion-based method.

近年来,扩散模型在加速磁共振成像方面取得了重大进展。然而,它仍然存在固有的局限性,如迭代时间长、收敛速度慢等。在这项工作中,我们提出了一种基于均值回复 SDE 的新型广义地图生成模型,称为 GM-SDE,以缓解这些缺陷。值得注意的是,GM-SDE 的核心思想是优化迭代算法的初始值。具体来说,GM-SDE 的训练过程是将原始的 k 空间数据扩散到带有固定高斯噪声的中间退化状态,而重建过程则通过逆转这一过程生成数据。在广义图的基础上,提出了 GM-SDE 的三种变体,以学习具有不同结构特征的 k 空间数据,从而提高模型训练的有效性。GM-SDE 还具有灵活性,可以与传统的约束条件相结合,从而进一步提高其整体性能。实验结果表明,与完全基于扩散的方法相比,所提出的方法可以缩短重建时间,并提供出色的图像重建能力。
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引用次数: 0
Toward structure and metabolism of glycogen C1-C6 in humans at 7 T by localized 13C MRS using low-power bilevel broadband 1H decoupling. 利用低功率双级宽带 1H 去耦,在 7 T 下通过局部 13C MRS 研究人体糖原 C1-C6 的结构和代谢。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-21 DOI: 10.1002/nbm.5241
Eulalia Serés Roig

This work aims to develop and implement a pulse-acquire sequence for three-dimensional (3D) single-voxel localized 13C MRS in humans at 7 T, in conjunction with bilevel broadband 1H decoupling, and to test its feasibility in vitro and in vivo in human calf muscle with emphasis on the detection of glycogen C1-C6. A localization scheme suitable for measuring fast-relaxing 13C signals in humans at 7 T was developed and implemented using the outer volume suppression (OVS) and one-dimensional image selected in vivo spectroscopy (ISIS-1D) schemes, similar to that which was previously reported in humans at 4 T. The 3D 13C localization scheme was followed by uniform 13C adiabatic excitation, all complemented with an option for bilevel broadband 1H decoupling to improve both 13C sensitivity and spectral resolution at 7 T. The performance of the pulse-acquire sequence was investigated in vitro on phantoms and in vivo in the human calf muscle of three healthy volunteers, while measuring glycogen C1-C6. In addition, T1 and T2 of glycogen C1-C6 were measured in vitro at 7 T, as well as T1 of glycogen C1 in vivo. The glycerol C2 and C1,3 lipid resonances were efficiently suppressed in vitro at 7 T using the OVS and ISIS-1D schemes, allowing distinct detection of glycogen C2-C6. While some glycerol remained in calf muscle in vivo, the intense lipid at 130 ppm was efficiently suppressed. The 13C sensitivity and spectral resolution of glycogen C1-C6 in vitro and glycogen C1 in vivo were improved at 7 T using bilevel broadband 1H decoupling. The T1 and T2 of glycogen C1-C6 in vitro at 7 T were consistent compared with those at 8.5 T, while the T1 of glycogen C1 in vivo at 7 T resulted similar to that in vitro. Localized 13C MRS is feasible in human calf muscle in vivo at 7 T, and this will allow further extension of this method for 13C MRS measurements such as in the brain.

这项研究旨在开发和实施一种脉冲获取序列,用于在 7 T 下结合双腔宽带 1H 去耦在人体中进行三维(3D)单象素定位 13C MRS,并在人体小腿肌肉中测试其在体外和体内的可行性,重点是检测糖原 C1-C6。利用外体积抑制(OVS)和一维图像选择活体光谱(ISIS-1D)方案,开发并实施了一种适合于在 7 T 下测量人体快速松弛 13C 信号的定位方案,该方案与之前在 4 T 下的人体报道类似。在三维 13C 定位方案之后是均匀的 13C 绝热激发,并辅以双级宽带 1H 去耦选项,以提高 7 T 下的 13C 敏感性和光谱分辨率。在体外模型和三名健康志愿者的人体小腿肌肉中研究了脉冲获取序列的性能,同时测量了糖原 C1-C6。此外,还在体外以 7 T 测量了糖原 C1-C6 的 T1 和 T2,以及体内糖原 C1 的 T1。使用 OVS 和 ISIS-1D 方案在 7 T 下有效抑制了体外的甘油 C2 和 C1,3 脂质共振,从而实现了对糖原 C2-C6 的清晰检测。虽然体内小牛肌肉中仍有一些甘油,但 130 ppm 处的强脂共振被有效抑制。在 7 T 条件下,使用双级宽带 1H 去耦技术提高了体外糖原 C1-C6 和体内糖原 C1 的 13C 敏感度和光谱分辨率。7 T 下体外糖原 C1-C6 的 T1 和 T2 与 8.5 T 下一致,而 7 T 下体内糖原 C1 的 T1 与体外相似。在 7 T 下对人体小腿肌肉进行定位 13C MRS 是可行的,这将使这种方法进一步扩展到 13C MRS 测量,例如在大脑中的测量。
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引用次数: 0
A motion assessment method for reference stack selection in fetal brain MRI reconstruction based on tensor rank approximation. 基于张量秩近似的胎儿脑部磁共振成像重建中参考堆栈选择的运动评估方法。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-09-04 DOI: 10.1002/nbm.5248
Haoan Xu, Wen Shi, Jiwei Sun, Tianshu Zheng, Xinyi Xu, Cong Sun, Sun Yi, Guangbin Wang, Dan Wu

Slice-to-volume registration and super-resolution reconstruction are commonly used to generate 3D volumes of the fetal brain from 2D stacks of slices acquired in multiple orientations. A critical initial step in this pipeline is to select one stack with the minimum motion among all input stacks as a reference for registration. An accurate and unbiased motion assessment (MA) is thus crucial for successful selection. Here, we presented an MA method that determines the minimum motion stack based on 3D low-rank approximation using CANDECOMP/PARAFAC (CP) decomposition. Compared to the current 2D singular value decomposition (SVD) based method that requires flattening stacks into matrices to obtain ranks, in which the spatial information is lost, the CP-based method can factorize 3D stack into low-rank and sparse components in a computationally efficient manner. The difference between the original stack and its low-rank approximation was proposed as the motion indicator. Experiments on linearly and randomly simulated motion illustrated that CP demonstrated higher sensitivity in detecting small motion with a lower baseline bias, and achieved a higher assessment accuracy of 95.45% in identifying the minimum motion stack, compared to the SVD-based method with 58.18%. CP also showed superior motion assessment capabilities in real-data evaluations. Additionally, combining CP with the existing SRR-SVR pipeline significantly improved 3D volume reconstruction. The results indicated that our proposed CP showed superior performance compared to SVD-based methods with higher sensitivity to motion, assessment accuracy, and lower baseline bias, and can be used as a prior step to improve fetal brain reconstruction.

切片到容积配准和超分辨率重建通常用于从多方向采集的二维切片堆栈生成胎儿大脑的三维容积。在这一流程中,一个关键的初始步骤是在所有输入片段中选择一个运动最小的片段作为配准参考。因此,准确且无偏见的运动评估(MA)是成功选择的关键。在此,我们提出了一种 MA 方法,该方法基于使用 CANDECOMP/PARAFAC (CP) 分解的三维低秩近似来确定最小运动堆栈。目前,基于二维奇异值分解(SVD)的方法需要将堆栈平铺成矩阵以获得秩,从而丢失了空间信息,与之相比,基于 CP 的方法能以高效的计算方式将三维堆栈分解成低秩、稀疏的分量。我们提出了原始堆栈与其低阶近似值之间的差值作为运动指标。对线性和随机模拟运动的实验表明,CP 在检测微小运动方面表现出更高的灵敏度和更低的基线偏差,与基于 SVD 的方法 58.18% 的评估准确率相比,CP 在识别最小运动堆栈方面达到了 95.45% 的高评估准确率。在真实数据评估中,CP 也表现出了更出色的运动评估能力。此外,将 CP 与现有的 SRR-SVR 管道相结合,可显著改善三维容积重建。结果表明,与基于 SVD 的方法相比,我们提出的 CP 性能更优越,对运动的灵敏度更高,评估准确性更高,基线偏差更低,可作为改善胎儿大脑重建的先行步骤。
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引用次数: 0
T1 relaxation and axon fibre configuration in human white matter. 人体白质的 T1 弛豫和轴突纤维结构
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-08-04 DOI: 10.1002/nbm.5234
Grace Hutchinson, Jeromy Thotland, Pramod K Pisharady, Michael Garwood, Christophe Lenglet, Risto A Kauppinen

Understanding the effects of white matter (WM) axon fibre microstructure on T1 relaxation is important for neuroimaging. Here, we have studied the interrelationship between T1 and axon fibre configurations at 3T and 7T. T1 and S0 (=signal intensity at zero TI) were computed from MP2RAGE images acquired with six inversion recovery times. Multishell diffusion MRI images were analysed for fractional anisotropy (FA); MD; V1; the volume fractions for the first (f1), second (f2) and third (f3) fibre configuration; and fibre density cross-section images for the first (fdc1), second (fdc2) and third (fdc3) fibres. T1 values were plotted as a function of FA, f1, f2, f3, fdc1, fdc2 and fdc3 to examine interrelationships between the longitudinal relaxation and the diffusion MRI microstructural measures. T1 values decreased with increasing FA, f1 and f2 in a nonlinear fashion. At low FA values (from 0.2 to 0.4), a steep shortening of T1 was followed by a shallow shortening by 6%-10% at both fields. The steep shortening was associated with decreasing S0 and MD. T1 also decreased with increasing fdc1 values in a nonlinear fashion. Instead, only a small T1 change as a function of either f3 or fdc3 was observed. In WM areas selected by fdc1 only masks, T1 was shorter than in those with fdc2/fdc3. In WM areas with high single fibre populations, as delineated by f1/fdc1 masks, T1 was shorter than in tissue with high complex fibre configurations, as segmented by f2/fdc2 or f3/fdc3 masks. T1 differences between these WM areas are attributable to combined effects by T1 anisotropy and lowered FA. The current data show strong interrelationships between T1, axon fibre configuration and orientation in healthy WM. It is concluded that diffusion MRI microstructural measures are essential in the effort to interpret quantitative T1 images in terms of tissue state in health and disease.

了解白质(WM)轴突纤维微结构对 T1 松弛的影响对神经成像非常重要。在此,我们研究了 3T 和 7T 下 T1 与轴突纤维结构之间的相互关系。T1和S0(=TI为零时的信号强度)是通过六次反转恢复时间获得的MP2RAGE图像计算得出的。多壳扩散 MRI 图像分析了分数各向异性(FA);MD;V1;第一(f1)、第二(f2)和第三(f3)纤维配置的体积分数;以及第一(fdc1)、第二(fdc2)和第三(fdc3)纤维的纤维密度横截面图像。将 T1 值与 FA、f1、f2、f3、fdc1、fdc2 和 fdc3 的函数关系绘制成图,以研究纵向弛豫与弥散 MRI 微结构测量之间的相互关系。随着 FA、f1 和 f2 的增加,T1 值呈非线性下降。在低 FA 值(从 0.2 到 0.4)时,T1 会陡然缩短,随后在两个场上都会出现 6%-10% 的浅缩短。陡峭缩短与 S0 和 MD 的下降有关。T1 也以非线性方式随着 fdc1 值的增加而减小。相反,只观察到 T1 随 f3 或 fdc3 的变化而发生微小变化。在仅使用 fdc1 遮罩的 WM 区域,T1 比使用 fdc2/fdc3 的区域更短。在由 f1/fdc1 掩膜划定的单纤维群较多的 WM 区域,T1 短于由 f2/fdc2 或 f3/fdc3 掩膜分割的复合纤维配置较多的组织。这些 WM 区域之间的 T1 差异可归因于 T1 各向异性和 FA 降低的综合效应。目前的数据显示,在健康的 WM 中,T1、轴突纤维配置和方向之间存在密切的相互关系。结论是,弥散 MRI 微结构测量对于从健康和疾病的角度解释定量 T1 图像的组织状态至关重要。
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引用次数: 0
Differentiating leukemia subtypes based on metabolic signatures using hyperpolarized 13C NMR. 利用超极化 13C NMR 根据代谢特征区分白血病亚型。
IF 2.7 4区 医学 Q2 BIOPHYSICS Pub Date : 2024-12-01 Epub Date: 2024-09-25 DOI: 10.1002/nbm.5264
Nichlas Vous Christensen, Christoffer Laustsen, Lotte Bonde Bertelsen

Leukemia is a group of blood cancers that are classified in four major classes. Within these four classes, many different subtypes exists with similar origin, genetic mutations, and level of maturity, which can make them difficult to distinguish. Despite their similarities, they might respond differently to treatment, and therefore distinguishing between them is of crucial importance. A deranged metabolic phenotype (Warburg effect) is often seen in cancer cells, leukemia cells included, and is increasingly a target for improved diagnosis and treatment. In this study, hyperpolarized 13C NMR spectroscopy was used to characterize the metabolic signatures of the six leukemia cell lines ML-1, CCRF-CEM, THP-1, MOLT-4, HL-60, and K562. This was done using [1-13C]pyruvate and [1-13C]alanine as bioprobes for downstream metabolite quantification and kinetic analysis on cultured cells with and without 2-deoxy-D-glucose treatment. The metabolic signatures of similar leukemia subtypes could be readily distinguished. This includes ML-1 and THP-1, which are of the similar M4 and M5 AML subtypes, CCRF-CEM and MOLT-4, which are of the similar T-ALL lineage at different maturation states, and HL-60 and K562, which are of the closely related M1 and M2 AML subtypes. The data presented here demonstrate the potential of hyperpolarized 13C NMR spectroscopy as a method to differentiate between leukemia subtypes of similar origin. Combining this method with bioreactor setups could potentially allow for better leukemia disease management as metabolic signatures could be acquired from a single biopsy through repeated experimentation and intervention.

白血病是一组血癌,分为四大类。在这四大类中,存在着许多不同的亚型,它们有着相似的起源、基因突变和成熟程度,因此很难区分。尽管它们有相似之处,但对治疗的反应可能不同,因此区分它们至关重要。新陈代谢表型失常(沃伯格效应)经常出现在癌细胞(包括白血病细胞)中,并日益成为改进诊断和治疗的目标。本研究利用超极化 13C NMR 光谱来描述六种白血病细胞系 ML-1、CCRF-CEM、THP-1、MOLT-4、HL-60 和 K562 的代谢特征。这项研究使用[1-13C]丙酮酸和[1-13C]丙氨酸作为生物探针,对经2-脱氧-D-葡萄糖处理和未经2-脱氧-D-葡萄糖处理的培养细胞进行下游代谢物定量和动力学分析。类似白血病亚型的代谢特征很容易区分。这包括属于相似的 M4 和 M5 AML 亚型的 ML-1 和 THP-1、属于相似的 T-ALL 系但处于不同成熟状态的 CCRF-CEM 和 MOLT-4,以及属于密切相关的 M1 和 M2 AML 亚型的 HL-60 和 K562。本文提供的数据证明了超极化 13C NMR 光谱作为一种区分来源相似的白血病亚型的方法的潜力。将这种方法与生物反应器装置相结合,有可能更好地管理白血病,因为通过反复实验和干预,可从单次活检中获得代谢特征。
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引用次数: 0
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NMR in Biomedicine
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