T1-weighted magnetic resonance imaging

  • 文章类型: Journal Article
    C-X-C基序趋化因子受体4(CXCR4)是乳腺癌的有希望的治疗靶标,因为它在包括三阴性乳腺癌(TNBC)在内的所有乳腺癌分子亚型的细胞表面上过表达。在这里,CXCR4拮抗肽-NaGdF4纳米点缀合物(称为抗CXCR4-NaGdF4NDs)已通过将C-X-C基序趋化因子12(CXCL12)衍生的环肽与胰蛋白胨包被的NaGdF4纳米点(直径5±0.5nm,称为Try-NaGdF4ND)。制备的抗CXCR4-NaGdF4ND表现出高纵向弛豫率(r1)值(21.87mM-1S-1),合理的生物相容性和良好的肿瘤积累能力。抗CXCR4-NaGdF4NDs的特征提高了肿瘤MRI敏感性,并促进了体内小鼠携带MDA-MB-231肿瘤模型注射后的肿瘤生物治疗。使用抗CXCR4-NaGdF4ND的MRI引导的生物治疗能够抑制46%的肿瘤生长。此外,在注射后24小时,在小鼠尿液中发现约47%注射剂量的抗CXCR4-NaGdF4ND。这些发现表明,抗CXCR4-NaGdF4NDs可以用作肾脏可清除的纳米药物,用于乳腺癌的生物治疗和MRI。
    C-X-C motif chemokine receptor 4 (CXCR4) is a promising therapeutic target of breast cancer because it is overexpressed on cell surface of all molecular subtypes of breast cancer including triplenegative breast cancer (TNBC). Herein, CXCR4 antagonistic peptide-NaGdF4 nanodot conjugates (termed as anti-CXCR4-NaGdF4 NDs) have been constructed for magnetic resonance imaging (MRI)-guided biotherapy of TNBC through conjugation of the C-X-C Motif Chemokine 12 (CXCL12)-derived cyclic peptide with tryptone coated NaGdF4 nanodots (5 ± 0.5 nm in diameter, termed as Try-NaGdF4 NDs). The as-prepared anti-CXCR4-NaGdF4 NDs exhibits high longitudinal relaxivity (r1) value (21.87 mM-1S-1), reasonable biocompatibility and good tumor accumulation ability. The features of anti-CXCR4-NaGdF4 NDs improve the tumor-MRI sensitivity and facilitate tumor biotherapy after injection in mouse-bearing MDA-MB-231 tumor model in vivo. MRI-guided biotherapy using anti-CXCR4-NaGdF4 NDs enables to suppress 46% tumor growth. In addition, about 47% injection dose of anti-CXCR4-NaGdF4 NDs is found in the mouse urine at 24 h post-injection. These findings demonstrate that anti-CXCR4-NaGdF4 NDs enable to be used as renal clearable nanomedicine for biotherapy and MRI of breast cancer.
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  • 文章类型: Journal Article
    Ferroposis治疗(FT)肿瘤的疗效受到Fenton药物浓度相对较低的影响,有限的过氧化氢(H2O2)含量,和肿瘤环境中的酸度不足(TME),这不利于基于Fenton或类Fenton反应的活性氧(ROS)产生。TME中的谷胱甘肽(GSH)过表达可以清除ROS并减弱FT性能。在这项研究中,提出了一种由TME和我们开发的纳米平台(TAF-HMON-CuP@PPDG)专门发起的ROS风暴生成策略,用于肿瘤的高性能FT。TME中的GSH引发HMON降解,导致他莫昔芬(TAF)和过氧化铜(CuP)从TAF3-HMON-CuP3@PPDG释放。释放的TAF导致肿瘤细胞内酸化增强,与释放的CuP反应产生Cu2+和H2O2。Cu2+和H2O2之间的类Fenton反应产生ROS和Cu+,在Cu+和H2O2之间产生ROS和Cu2+,形成循环催化作用。Cu2+与GSH反应生成Cu+和GSSG。通过TAF增加的酸化可以加速Cu和H2O2之间的类Fenton反应。GSH消耗降低了谷胱甘肽过氧化物酶4(GPX4)的表达。所有上述反应在肿瘤细胞中产生ROS风暴,用于高性能FT,这在癌细胞和荷瘤小鼠中得到证实。
    Ferroptosis therapy (FT) efficacy of tumors suffers from a relatively low concentration of Fenton agents, limited hydrogen peroxide (H2O2) content, and insufficient acidity in the tumor environment (TME), which are unfavorable for reactive oxygen species (ROS) generation based on Fenton or Fenton-like reactions. The glutathione (GSH) overexpression in TME can scavenge ROS and abate the FT performance. In this study, a strategy of ROS storm generation specifically initiated by the TME and our developed nanoplatforms (TAF-HMON-CuP@PPDG) is proposed for high-performance FT of tumors. The GSH in the TME initiates HMON degradation, resulting in tamoxifen (TAF) and copper peroxide (CuP) release from TAF3-HMON-CuP3@PPDG. The released TAF leads to enhanced acidification within tumor cells, which reacts with the released CuP producing Cu2+ and H2O2. The Fenton-like reaction between Cu2+ and H2O2 generates ROS and Cu+, and that between Cu+ and H2O2 generates ROS and Cu2+, forming a cyclic catalysis effect. Cu2+ reacts with GSH to generate Cu+ and GSSG. The increased acidification by TAF can accelerate the Fenton-like reaction between Cu+ and H2O2. The GSH consumption decreases the glutathione peroxidase 4 (GPX4) expression. All of the above reactions generate a ROS storm in tumor cells for high-performance FT, which is demonstrated in cancer cells and tumor-bearing mice.
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  • 文章类型: Journal Article
    丝氨酸蛋白酶与多种疾病相关,促使健壮的发展,选择性,和敏感的蛋白酶测定和传感方法。然而,丝氨酸蛋白酶活性成像的临床需求尚未得到满足,丝氨酸蛋白酶的有效体内检测和成像仍然具有挑战性。这里,我们报道了钆环1,4,7,10-四氮杂环十二烷-1,4,7,10-四乙酸-点击-磺酰氟(Gd-DOTA-点击-SF)MRI造影剂靶向丝氨酸蛋白酶的发展。HR-FAB质谱证实了我们设计的螯合物的成功形成。Gd-DOTA-click-SF探针的摩尔纵向弛豫率(r1)(r1=6.82mM-1s-1)明显高于Dotarem(r1=4.63mM-1s-1),在9.4T的0.01-0.64mM范围内。体外细胞研究和金属转移动力学研究表明,该探针的安全性和稳定性与常规Dotarem的探针相当。离体腹主动脉瘤(AAA)MRI显示,该探针的造影剂噪声比(CNR)约为Dotarem的51±23倍。这项对AAA的可视化研究表明,它具有在体内检测弹性蛋白酶的潜力,并支持在T1加权MRI中探测丝氨酸蛋白酶活性的可行性。
    Serine protease is linked to a wide range of diseases, prompting the development of robust, selective, and sensitive protease assays and sensing methods. However, the clinical needs for serine protease activity imaging have not yet been met, and the efficient in vivo detection and imaging of serine protease remain challenging. Here, we report the development of the gadolinium-cyclic 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid-click-Sulfonyl Fluoride (Gd-DOTA-click-SF) MRI contrast agent targeting serine protease. The HR-FAB mass spectrum confirmed the successful formation of our designed chelate. The molar longitudinal relaxivity (r1) of the Gd-DOTA-click-SF probe (r1 = 6.82 mM-1 s-1) was significantly higher than that of Dotarem (r1 = 4.63 mM-1 s-1), in the range of 0.01-0.64 mM at 9.4 T. The in vitro cellular study and the transmetallation kinetics study showed that the safety and stability of this probe are comparable to those of conventional Dotarem. Ex vivo abdominal aortic aneurysm (AAA) MRI revealed that this probe has a contrast-agent-to-noise ratio (CNR) that is approximately 51 ± 23 times greater than that of Dotarem. This study of superior visualization of AAA suggests that it has the potential to detect elastase in vivo and supports the feasibility of probing serine protease activity in T1-weighted MRI.
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  • 文章类型: Journal Article
    新兴的肿瘤发热症治疗面临固有酸度弱的肿瘤微环境(TME)的障碍,内源性H2O2不足,和强大的细胞内氧化还原平衡系统,可消除有毒的活性氧(ROS)。在这里,提出了一种Fenton反应循环加速策略,该策略是通过重塑TME来启动的,用于磁共振成像(MRI)引导的肿瘤的高性能铁蛋白治疗.基于CAIX介导的主动靶向,合成的纳米复合物在碳酸酐酶IX(CAIX)阳性肿瘤中表现出增强的积累,并通过4-(2-氨基乙基)苯磺酰胺(ABS)(重塑TME)抑制CAIX来增加酸化。TME中积累的H+和丰富的谷胱甘肽协同触发纳米复合物的生物降解以释放负载的氧化亚铜纳米点(CON),β-拉帕森(LAP),Fe3+,和没食子酸-三价铁离子配位网络(GF)。Fenton和类Fenton反应通过Fe-Cu的催化回路进行环加速,和LAP触发和烟酰胺腺嘌呤二核苷酸磷酸醌氧化还原酶1介导的氧化还原循环,产生强大的ROS和富肠脂质过氧化物积累,以促进肿瘤细胞的铁凋亡。分离的GF网络响应于TME具有改善的弛豫性。因此,通过重塑TME启动的Fenton反应环加速策略有望用于MRI引导的高性能铁性凋亡肿瘤治疗。
    The emerging tumor ferroptosis therapy confronts impediments of the tumor microenvironment (TME) with weak intrinsic acidity, inadequate endogenous H2 O2 , and a powerful intracellular redox balance system that eliminates toxic reactive oxygen species (ROS). Herein, a strategy of Fenton reaction cycloacceleration initiated by remodeling the TME for magnetic resonance imaging (MRI)-guided high-performance ferroptosis therapy of tumors is proposed. The synthesized nanocomplex exhibits enhanced accumulation at carbonic anhydrase IX (CAIX)-positive tumors based on the CAIX-mediated active targeting, and increased acidification via the inhibition of CAIX by 4-(2-aminoethyl) benzene sulfonamide (ABS) (remodeling TME). This accumulated H+ and abundant glutathione in TME synergistically trigger biodegradation of the nanocomplex to release the loaded cuprous oxide nanodots (CON), β-lapachon (LAP), Fe3+ , and gallic acid-ferric ions coordination networks (GF). The Fenton and Fenton-like reactions are cycloaccelerated via the catalytic loop of Fe-Cu, and the LAP-triggered and nicotinamide adenine dinucleotide phosphate quinone oxidoreductase1-mediated redox cycle, generating robust ROS and plenitudinous lipid peroxides accumulation for ferroptosis of tumor cells. The detached GF network has improved relaxivities in response to the TME. Therefore, the strategy of Fenton reaction cycloacceleration initiated by remodeling the TME is promising for MRI-guided high-performance ferroptosis therapy of tumors.
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  • 文章类型: Journal Article
    他们的多层次多尺度微架构越来越复杂,具有独特物理性质的超材料正在挑战天然材料的固有约束。它们在纳米医学领域的适用性仍然受到影响,因为纳米医学需要几十到几百纳米的最大尺寸;然而,在超材料中还没有达到这样的尺寸尺度。因此,“纳米超材料,“一类新颖的超材料,被介绍,它们是合理设计的材料,具有多层次的微观结构,同时具有纳米级的特征尺寸和整体尺寸,与传统纳米材料相比,投资本身非常独特和显著增强的材料性能。通过常规热力学策略的微观结构调节是有限的,因为热力学过程依赖于频率相关的有效温度,Teff(ω),限制了建筑规则的自由度。这里,设计了一种新颖的双动力学控制策略,通过在Teff(ω)常数系统中冻结高自由能状态来制造纳米超材料,其中两个独立的动态过程,非溶剂诱导嵌段共聚物(BCP)自组装和渗透驱动自乳化,同时调节。Fe3+-“洋葱状核心@多孔电晕”(Fe3+-OCPC)纳米粒子(产品)不仅具有建筑复杂性,多孔日冕和洋葱状核心,但成分也很复杂,Fe3+螯合BCP组件。此外,通过使用Fe3-OCPC作为模型材料,微观结构-生物学性能关系表现在纳米超材料中。
    Increasingly intricate in their multilevel multiscale microarchitecture, metamaterials with unique physical properties are challenging the inherent constraints of natural materials. Their applicability in the nanomedicine field still suffers because nanomedicine requires a maximum size of tens to hundreds of nanometers; however, this size scale has not been achieved in metamaterials. Therefore, \"nano-metamaterials,\" a novel class of metamaterials, are introduced, which are rationally designed materials with multilevel microarchitectures and both characteristic sizes and whole sizes at the nanoscale, investing in themselves remarkably unique and significantly enhanced material properties as compared with conventional nanomaterials. Microarchitectural regulation through conventional thermodynamic strategy is limited since the thermodynamic process relies on the frequency-dependent effective temperature, Teff (ω), which limits the architectural regulation freedom degree. Here, a novel dual-kinetic control strategy is designed to fabricate nano-metamaterials by freezing a high-free energy state in a Teff (ω)-constant system, where two independent dynamic processes, non-solvent induced block copolymer (BCP) self-assembly and osmotically driven self-emulsification, are regulated simultaneously. Fe3+ -\"onion-like core@porous corona\" (Fe3+ -OCPCs) nanoparticles (the products) have not only architectural complexity, porous corona and an onion-like core but also compositional complexity, Fe3+ chelating BCP assemblies. Furthermore, by using Fe3+ -OCPCs as a model material, a microstructure-biological performance relationship is manifested in nano-metamaterials.
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  • 文章类型: Journal Article
    对参加碰撞运动的青年运动员的神经健康的短期变化的观察(例如,足球和足球)强调了需要探索这些人的脑组织体积的潜在结构变化。研究表明生化,血管,功能连接,以及这些运动员大脑生理中的白质扩散率变化,这些变化与重复的头部加速度暴露密切相关。这里,提出的研究重点介绍了区域解剖体积测量,这些测量随着累积的脑震荡下创伤而纵向变化。引入了一种新颖的管道,该管道可在标准空间模板上提供简化的数据分析,以量化这些群体中的群体级纵向体积变化。对于这两项运动,结果强调了皮质下脑脊液的增量相对区域体积变化,这与短期季后评估中大于50-G阈值的头部暴露事件密切相关.此外,观察到纵向区域灰质体积随时间减少,只有在充分(5-6个月)从基于碰撞的暴露中休息后才恢复到基线/参与前水平。这些时间结构体积改变与参加非碰撞运动的性别和年龄匹配的对照中观察到的正常衰老显着不同。未来的工作涉及通过多模态图像分析对重复的头部暴露阈值进行建模,并了解潜在的生理原因。提出了一种可能的病理生理途径,强调可能的代谢调节机制。持续参与基于碰撞的活动可能代表无法发生恢复的风险。即使在场,最终复苏的程度还有待探索,但对碰撞运动参与者的福祉有着强烈的影响。
    Observations of short-term changes in the neural health of youth athletes participating in collision sports (e.g., football and soccer) have highlighted a need to explore potential structural alterations in brain tissue volumes for these persons. Studies have shown biochemical, vascular, functional connectivity, and white matter diffusivity changes in the brain physiology of these athletes that are strongly correlated with repetitive head acceleration exposure. Here, research is presented that highlights regional anatomical volumetric measures that change longitudinally with accrued subconcussive trauma. A novel pipeline is introduced that provides simplified data analysis on standard-space template to quantify group-level longitudinal volumetric changes within these populations. For both sports, results highlight incremental relative regional volumetric changes in the subcortical cerebrospinal fluid that are strongly correlated with head exposure events greater than a 50-G threshold at the short-term post-season assessment. Moreover, longitudinal regional gray matter volumes are observed to decrease with time, only returning to baseline/pre-participation levels after sufficient (5-6 months) rest from collision-based exposure. These temporal structural volumetric alterations are significantly different from normal aging observed in sex- and age-matched controls participating in non-collision sports. Future work involves modeling repetitive head exposure thresholds with multi-modal image analysis and understanding the underlying physiological reason. A possible pathophysiological pathway is presented, highlighting the probable metabolic regulatory mechanisms. Continual participation in collision-based activities may represent a risk wherein recovery cannot occur. Even when present, the degree of the eventual recovery remains to be explored, but has strong implications for the well-being of collision-sport participants.
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  • 文章类型: Journal Article
    针对学龄前儿童和低功能自闭症谱系障碍(ASD)患者的多模态成像研究很少。我们将机器学习分类器应用于58名ASD儿童(3-6岁)和48名典型发展中对照(TDC)的T1加权MRI和DTI数据中的参数。分类性能达到了准确性,灵敏度,特异性为88.8%,93.0%,和83.8%,分别。最突出的特征是右枕下回的皮质厚度,小脑中部花梗的平均扩散系数,左后扣带回的结节效率。基于机器学习的MRI数据分析有助于区分低功能ASD学龄前儿童和TDC。T1和DTI的组合提高了约10%的分类精度,和大规模的多模态MRI研究有必要进行外部验证。
    Multimodal imaging studies targeting preschoolers and low-functioning autism spectrum disorder (ASD) patients are scarce. We applied machine learning classifiers to parameters from T1-weighted MRI and DTI data of 58 children with ASD (age 3-6 years) and 48 typically developing controls (TDC). Classification performance reached an accuracy, sensitivity, and specificity of 88.8%, 93.0%, and 83.8%, respectively. The most prominent features were the cortical thickness of the right inferior occipital gyrus, mean diffusivity of the middle cerebellar peduncle, and nodal efficiency of the left posterior cingulate gyrus. Machine learning-based analysis of MRI data was useful in distinguishing low-functioning ASD preschoolers from TDCs. Combination of T1 and DTI improved classification accuracy about 10%, and large-scale multi-modal MRI studies are warranted for external validation.
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  • 文章类型: Journal Article
    胎儿早期(受孕后9-13周)的形态测量分析对于评估正常的大脑生长至关重要。在这项研究中,我们使用在京都大学保存的21个样本的高分辨率T1加权磁共振成像(MRI)扫描,评估了这一时期胎儿大脑的形态学和形态学变化.MRI剖面图(冠状,中矢状,和水平部分)和整个大脑的3D重建显示其外部形态和内部结构的顺序变化。大脑的宏观外部视图,侧脑室和脉络丛,脑壁,基底神经节和丘脑,和call体进行了评估。大脑皮层的发育,白质微观结构,使用MRI扫描可以很好地表征基底神经节。随着大脑生长的进展,脑岛变得明显并给人留下了深刻的印象。一个厚厚的,在高信号强度下,密集的细胞心室/室下区和神经节隆起变得明显。我们检测到重要标志的出现,这些标志可能是胎儿早期细分过程中的候选者;首先在冠部长度(CRL)为62mm的样本中检测到call体。在CRL为114mm的样品中观察到皮质内侧部分的原发性沟(扣带沟)。在小脑,半球,后外侧裂,小脑两半的联合,在CRL为43.5mm的样品中观察到and的定义,同时,在CRL为56mm的样品中出现初级裂缝,在CRL为75mm的样品中出现锥体外系裂缝。体积,线性,角度测量揭示了综合和区域发展,增长,和早期胎儿期大脑结构的分化。胎儿早期在形态上和形态上都不均匀。大脑的比例(长度/高度)和大脑相对于大脑侧视标准线的角度,这可能反映了大脑的生长和C形形成,可能是细分早期胎儿期的候选人。未来的精确分析必须在胎儿早期建立大脑的分期系统。这项研究提供了对大脑结构的见解,允许与功能成熟相关,并促进早期发现脑损伤和异常发育。
    Morphometric analyses in the early foetal phase (9-13 postconceptional week) are critical for evaluating normal brain growth. In this study, we assessed sequential morphological and morphometric changes in the foetal brain during this period using high-resolution T1-weighted magnetic resonance imaging (MRI) scans from 21 samples preserved at Kyoto University. MRI sectional views (coronal, mid-sagittal, and horizontal sections) and 3D reconstructions of the whole brain revealed sequential changes in its external morphology and internal structures. The cerebrum\'s gross external view, lateral ventricle and choroid plexus, cerebral wall, basal ganglia and thalamus, and corpus callosum were assessed. The development of the cerebral cortex, white matter microstructure, and basal ganglia can be well-characterized using MRI scans. The insula became apparent and deeply impressed as brain growth progressed. A thick, densely packed cellular ventricular/subventricular zone and ganglionic eminence became apparent at high signal intensity. We detected the emergence of important landmarks which may be candidates in the subdivision processes during the early foetal period; the corpus callosum was first detected in the sample with crown-rump length (CRL) 62 mm. A primary sulcus on the medial part of the cortex (cingulate sulcus) was observed in the sample with CRL 114 mm. In the cerebellum, the hemispheres, posterolateral fissure, union of the cerebellar halves, and definition of the vermis were observed in the sample with CRL 43.5 mm, alongside the appearance of a primary fissure in the sample with CRL 56 mm and the prepyramidal fissure in the sample with CRL 75 mm. The volumetric, linear, and angle measurements revealed the comprehensive and regional development, growth, and differentiation of brain structures during the early foetal phase. The early foetal period was neither morphologically nor morphometrically uniform. The cerebral proportion (length/height) and the angle of cerebrum to the standard line at the lateral view of the cerebrum, which may reflect the growth and C-shape formation of the cerebrum, may be a candidate for subdividing the early foetal period. Future precise analyses must establish a staging system for the brain during the early foetal period. This study provides insights into brain structure, allowing for a correlation with functional maturation and facilitating the early detection of brain damage and abnormal development.
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  • 文章类型: Journal Article
    Gadolinium-based contrast agents (GBCAs) are widely used for T1-weighted magnetic resonance imaging (MRI) in clinic diagnosis. However, a major drawback of GBCAs is that they can increase the toxicological risk of nephrogenic systemic fibrosis (NSF) in patients with advanced renal dysfunction. Hence, safer alternatives to GBCAs are currently in demand, especially for patients with renal diseases. Here we investigated the potential of polyethylene glycol (PEG)-stabilized iron oxide nanoclusters (IONCs) as biocompatible T1MRI contrast agents and systematically evaluated their NSF-related risk in rats with renal failure. We profiled the distribution, excretion, histopathological alterations, and fibrotic gene expressions after administration of IONCs and GBCAs. Our results showed that, compared with GBCAs, IONCs exhibited dramatically improved biosafety and a much lower risk of causing NSF, suggesting the feasibility of substituting GBCAs with IONCs in clinical MRI diagnosis of patients with renal diseases.
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  • 文章类型: Journal Article
    颞叶内侧(MTL)亚结构是受神经原纤维缠结病理影响的最早区域,因此是阿尔茨海默病(AD)的有希望的生物标志物。然而,仅使用T1加权(T1w)磁共振成像(MRI)的MTL的自动分割是具有挑战性的,由于MTL皮质的大解剖变异性和硬脑膜的混淆,它通常被最先进的算法分割为灰质,因为它们在T1wMRI中具有相似的强度。为了应对这些挑战,我们开发了一套新颖的地图集,由15名认知正常的老年人和14名患有轻度认知障碍的患者组成,其标签明确分配给硬脑膜,可以通过多图谱自动管道(自动分割海马子场[ASHS-T1])用于分割MTL子区域,包括前/后海马,内嗅皮层(ERC),在T1wMRI上,Brodmann区(BA)35和36以及海马旁皮质。交叉验证实验表明ASHS-T1具有良好的分割精度,并且硬脑膜可以可靠地与皮质分离(6.5%误标记为灰质)。相反,FreeSurfer将大部分硬脑膜(62.4%)分段为灰质,硬脑膜错误标记的程度随疾病严重程度的增加而降低。为了评估其临床效用,我们将管道应用于663名ADNI受试者的T1w图像,并且在BA35,ERC,早期前驱AD和晚期所有亚区的海马后部。因此,公开的新图集和ASHS-T1在AD的早期诊断和监测以及加强这些区域的脑行为研究方面具有重要作用.
    Medial temporal lobe (MTL) substructures are the earliest regions affected by neurofibrillary tangle pathology-and thus are promising biomarkers for Alzheimer\'s disease (AD). However, automatic segmentation of the MTL using only T1-weighted (T1w) magnetic resonance imaging (MRI) is challenging due to the large anatomical variability of the MTL cortex and the confound of the dura mater, which is commonly segmented as gray matter by state-of-the-art algorithms because they have similar intensity in T1w MRI. To address these challenges, we developed a novel atlas set, consisting of 15 cognitively normal older adults and 14 patients with mild cognitive impairment with a label explicitly assigned to the dura, that can be used by the multiatlas automated pipeline (Automatic Segmentation of Hippocampal Subfields [ASHS-T1]) for the segmentation of MTL subregions, including anterior/posterior hippocampus, entorhinal cortex (ERC), Brodmann areas (BA) 35 and 36, and parahippocampal cortex on T1w MRI. Cross-validation experiments indicated good segmentation accuracy of ASHS-T1 and that the dura can be reliably separated from the cortex (6.5% mislabeled as gray matter). Conversely, FreeSurfer segmented majority of the dura mater (62.4%) as gray matter and the degree of dura mislabeling decreased with increasing disease severity. To evaluate its clinical utility, we applied the pipeline to T1w images of 663 ADNI subjects and significant volume/thickness loss is observed in BA35, ERC, and posterior hippocampus in early prodromal AD and all subregions at later stages. As such, the publicly available new atlas and ASHS-T1 could have important utility in the early diagnosis and monitoring of AD and enhancing brain-behavior studies of these regions.
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