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Artificial Intelligence Imaging for Predicting High-risk Molecular Markers of Gliomas. 人工智能成像预测胶质瘤的高风险分子标记物
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-03-01 Epub Date: 2024-01-26 DOI: 10.1007/s00062-023-01375-y
Qian Liang, Hui Jing, Yingbo Shao, Yinhua Wang, Hui Zhang

Gliomas, the most prevalent primary malignant tumors of the central nervous system, present significant challenges in diagnosis and prognosis. The fifth edition of the World Health Organization Classification of Tumors of the Central Nervous System (WHO CNS5) published in 2021, has emphasized the role of high-risk molecular markers in gliomas. These markers are crucial for enhancing glioma grading and influencing survival and prognosis. Noninvasive prediction of these high-risk molecular markers is vital. Genetic testing after biopsy, the current standard for determining molecular type, is invasive and time-consuming. Magnetic resonance imaging (MRI) offers a non-invasive alternative, providing structural and functional insights into gliomas. Advanced MRI methods can potentially reflect the pathological characteristics associated with glioma molecular markers; however, they struggle to fully represent gliomas' high heterogeneity. Artificial intelligence (AI) imaging, capable of processing vast medical image datasets, can extract critical molecular information. AI imaging thus emerges as a noninvasive and efficient method for identifying high-risk molecular markers in gliomas, a recent focus of research. This review presents a comprehensive analysis of AI imaging's role in predicting glioma high-risk molecular markers, highlighting challenges and future directions.

胶质瘤是中枢神经系统中最常见的原发性恶性肿瘤,在诊断和预后方面面临着巨大挑战。世界卫生组织于 2021 年发布的第五版《中枢神经系统肿瘤分类》(WHO CNS5)强调了高风险分子标记物在胶质瘤中的作用。这些标志物对于加强胶质瘤分级、影响生存和预后至关重要。对这些高危分子标记物进行无创预测至关重要。活检后的基因检测是目前确定分子类型的标准,但这种检测具有侵入性且耗时。核磁共振成像(MRI)提供了一种非侵入性的替代方法,可深入了解胶质瘤的结构和功能。先进的磁共振成像方法可以潜在地反映与胶质瘤分子标记相关的病理特征;然而,这些方法难以充分体现胶质瘤的高度异质性。人工智能成像能够处理庞大的医学影像数据集,可以提取关键的分子信息。因此,人工智能成像成为一种无创、高效的方法,可用于识别胶质瘤中的高风险分子标记物,这也是近期研究的一个重点。本综述全面分析了人工智能成像在预测胶质瘤高危分子标记物方面的作用,并重点介绍了面临的挑战和未来的研究方向。
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引用次数: 0
Diagnostic Value of Perfusion Parameters for Differentiation of Underlying Etiology in Internal Carotid Artery Occlusions. 灌注参数对颈内动脉闭塞潜在病因鉴别的诊断价值。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-03-01 Epub Date: 2023-10-26 DOI: 10.1007/s00062-023-01349-0
Daniel Weiss, Henrik Lang, Christian Rubbert, Kai Jannusch, Marius Kaschner, Vivien Lorena Ivan, Julian Caspers, Bernd Turowski, Robin Jansen, John-Ih Lee, Tobias Ruck, Sven Günther Meuth, Michael Gliem

Purpose: Occlusions of the internal carotid artery (ICA) may be caused by dissection, embolic or macroangiopathic pathogenesis, which partially influences the treatment; however, inferring the underlying etiology in computed tomography angiography can be challenging. In this study, we investigated whether computed tomography perfusion (CT-P) parameters could be used to distinguish between etiologies.

Methods: Patients who received CT‑P in acute ischemic stroke due to ICA occlusion between 2012 and 2019 were retrospectively analyzed. Group comparisons between etiologies regarding the ratios of CT‑P parameters between both hemispheres for relative cerebral blood volume (rCBV), relative cerebral blood flow (rCBF), time to maximum (Tmax), and mean transit time (MTT) were calculated by one-factorial analysis of variance (ANOVA) and compared by pairwise Bonferroni post hoc tests. An receiver operating characteristics (ROC) analysis was performed if differences in group comparisons were found. Multinomial logistic regression (MLR) including pretherapeutic parameters was calculated for etiologies.

Results: In this study 69 patients (age = 70 ± 14 years, dissection = 10, 14.5%, embolic = 19, 27.5% and macroangiopathic = 40, 58.0%) were included. Group differences in ANOVA were only found for MTT ratio (p = 0.003, η2 = 0.164). In the post hoc test, MTT ratio showed a differentiability between embolic and macroangiopathic occlusions (p = 0.002). ROC analysis for differentiating embolic and macroangiopathic ICA occlusions based on MTT ratio showed an AUC of 0.77 (p < 0.001, CI = 0.65-0.89) and a cut-off was yielded at a value of 1.15 for the MTT ratio (sensitivity 73%, specificity 68%). The MLR showed an overall good model performance.

Conclusion: It was possible to differentiate between patients with embolic and macroangiopathic ICA occlusions based on MTT ratios and to define a corresponding cut-off. Differentiation from patients with dissection versus the other etiologies was not possible by CT‑P parameters in our sample.

目的:颈内动脉闭塞可能是由夹层、栓塞或大血管病变的发病机制引起的,这在一定程度上影响了治疗;然而,在计算机断层摄影血管造影术中推断潜在的病因可能具有挑战性。在这项研究中,我们研究了计算机断层扫描灌注(CT-P)参数是否可以用于区分病因。方法:回顾性分析2012年至2019年间因ICA闭塞而接受CT‑P治疗的急性缺血性卒中患者。通过单因素方差分析(ANOVA)计算两半球CT‑P参数的相对脑血容量(rCBV)、相对脑血流量(rCBF)、最大时间(Tmax)和平均转运时间(MTT)的比值,并通过成对Bonferroni事后检验进行病因组间比较。如果发现组间比较存在差异,则进行受试者操作特征(ROC)分析。计算病因的包括治疗前参数的多项式逻辑回归(MLR)。结果:在本研究中,69名患者(年龄 = 70 ± 14年,解剖 = 10,14.5%,栓塞 = 19,27.5%和大血管病变 = 58.0%)。ANOVA的组间差异仅见于MTT比(p = 0.003,η2 = 0.164)。在事后测试中,MTT比率显示栓塞和大血管病变闭塞之间的差异(p = 0.002)。基于MTT比率区分栓塞和大血管病变ICA闭塞的ROC分析显示AUC为0.77(p 结论:根据MTT比值可以区分栓塞性和大血管病变性ICA闭塞患者,并确定相应的界限。根据我们样本中的CT‑P参数,无法区分夹层患者与其他病因。
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引用次数: 0
Elevated Intraocular Pressure Moderated Brain Morphometry in High-tension Glaucoma: a Structural MRI Study. 高眼压青光眼的眼压调节脑形态测量:一项结构MRI研究。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-03-01 Epub Date: 2023-10-05 DOI: 10.1007/s00062-023-01351-6
Liang Jing, Tingqin Yan, Jian Zhou, Yuanzhong Xie, Jianfeng Qiu, Yi Wang, Weizhao Lu

High-tension glaucoma (HTG) is one of the most common forms of primary open angle glaucoma. The purpose of this study was to assess in HTG brain, whether the elevated intraocular pressure (IOP) had an effect on the brain morphological alterations via structural MRI. We acquired T1WI structural MRI images from 56 subjects including 36 HTG patients and 20 healthy controls. We tested whether the brain morphometry was associated with the mean IOP in HTG patients. Moreover, we conducted moderation analysis to assess the interactions between subject type (HTG - healthy controls) and IOP. In HTG group, cortical thickness was negatively correlated with the mean IOP in the left rostral middle frontal gyrus, left pars triangularis, right precentral gyrus, left postcentral gyrus, left superior temporal gyrus (p < 0.05, FDR corrected). Four of the five regions negatively correlated with mean IOP showed reduced cortical thickness in HTG group compared with healthy controls, which were the left rostral middle frontal gyrus, left pars triangularis, left postcentral gyrus and left superior temporal gyrus (p < 0.05, FDR corrected). IOP moderated the interaction between subject type and cortical thickness of the left rostral middle frontal gyrus (p = 0.0017), left pars triangularis (p = 0.0011), left postcentral gyrus (p = 0.0040) and left superior temporal gyrus (p = 0.0066). Elevated IOP may result brain morphometry alterations such as cortical thinning. The relationship between IOP and brain morphometry underlines the importance of the IOP regulation for HTG patients.

高眼压性青光眼(HTG)是原发性开角型青光眼最常见的形式之一。本研究的目的是通过结构MRI评估HTG大脑中眼压升高是否对大脑形态改变有影响。我们采集了56名受试者的T1WI结构MRI图像,其中包括36名HTG患者和20名健康对照。我们测试了HTG患者的大脑形态测量是否与平均眼压相关。此外,我们进行了适度分析,以评估受试者类型(HTG-健康对照)和IOP之间的相互作用。HTG组的左额前中回、左三角部、右中央前回、左中央后回、左颞上回的皮质厚度与平均眼压呈负相关(p
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引用次数: 0
Subcortical Infarction After Transarterial Embolization of a Borden Type III Transverse Sinus Dural Arteriovenous Fistula. Borden III型横窦硬脑膜动静脉瘘经动脉栓塞后的皮质下梗死。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-03-01 Epub Date: 2023-10-05 DOI: 10.1007/s00062-023-01352-5
How-Chung Cheng, Antti Lindgren, Timo Krings
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引用次数: 0
Efficacy and Safety of Dual Antiplatelet Therapy with the Routine Use of Prasugrel for Flow Diversion of Cerebral Unruptured Aneurysms. 普拉格雷常规应用双重抗血小板治疗未破裂脑动脉瘤的疗效和安全性。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-03-01 Epub Date: 2023-10-17 DOI: 10.1007/s00062-023-01355-2
Kenichiro Suyama, Ichiro Nakahara, Shoji Matsumoto, Jun Morioka, Jun Tanabe, Akiko Hasebe, Sadayoshi Watanabe

Purpose: Prasugrel is not approved for patients treated with flow diverters, which have a high metal coverage ratio. However, robust antiplatelet therapy with prasugrel may prevent thromboembolic complications. We administered prasugrel and aspirin to all patients treated with flow diverters and reported the safety of the antiplatelet therapy regimen.

Methods: This retrospective, single-center study evaluated the angiographic and clinical data of consecutive patients treated with flow diverters for cerebral unruptured aneurysms between June 2020 and May 2022. All patients received dual antiplatelet therapy, including prasugrel and aspirin. The administration of prasugrel ended 3 or 6 months after the procedure, whereas aspirin use continued for at least 12 months. Periprocedural complications (< 30 days post-procedure) and delayed complications (> 30 days post-procedure) were recorded.

Results: During the study period, 120 unruptured aneurysms were treated with flow diverters in 110 patients. All patients, except one, survived longer than 12 months after the procedure. The rate of thromboembolic complications was 6.4%, and more than half of the patients had transient symptoms; one (0.9%) had a major ischemic stroke. One patient (0.9%) each had an asymptomatic, small subarachnoid hemorrhage and significant hemorrhagic complications with melena. The rate of permanent neurological deficits was 1.8%, and the mortality rate was 0.9%.

Conclusions: Dual antiplatelet therapy comprising routine use of prasugrel and aspirin for flow diverter-implanted patients possibly contributed to a low rate of thromboembolic complications and low risk of hemorrhagic complications.

目的:普拉格雷不被批准用于使用金属覆盖率高的分流器治疗的患者。然而,普拉格雷强有力的抗血小板治疗可以预防血栓栓塞并发症。我们给所有接受分流器治疗的患者服用普拉格雷和阿司匹林,并报告了抗血小板治疗方案的安全性。方法:这项回顾性单中心研究评估了2020年6月至2022年5月期间连续使用分流器治疗未破裂脑动脉瘤的患者的血管造影和临床数据。所有患者均接受了包括普拉格雷和阿司匹林在内的双重抗血小板治疗。普拉格雷的给药在手术后3或6个月结束,而阿司匹林的使用至少持续了12个月。围手术期并发症( 术后30天)。结果:在研究期间,110名患者中有120个未破裂的动脉瘤接受了分流器治疗。除一名患者外,所有患者在手术后存活时间均超过12个月。血栓栓塞并发症发生率为6.4%,超过一半的患者出现短暂症状;1例(0.9%)发生严重缺血性脑卒中。各有一名患者(0.9%)出现无症状的小蛛网膜下腔出血和明显的出血并发症。永久性神经功能缺损的发生率为1.8%,死亡率为0.9%。结论:分流器植入患者常规使用普拉格雷和阿司匹林的双重抗血小板治疗可能有助于降低血栓栓塞并发症的发生率和出血并发症的风险。
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引用次数: 0
Low Dose Pediatric CT Head Protocol using Iterative Reconstruction Techniques: A Comparison with Standard Dose Protocol. 使用迭代重建技术的低剂量儿童CT头部方案:与标准剂量方案的比较。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-03-01 Epub Date: 2023-11-28 DOI: 10.1007/s00062-023-01361-4
Priyanka, Rajagopal Kadavigere, Suresh Sukumar

Purpose: Pediatric computed tomography (CT) head examination has also increased in recent years with the advancement in CT technology; however, children exposed to radiation at the youngest age are more vulnerable to the risks of radiation. The aim of the study is to evaluate radiation dose and image quality of low dose pediatric CT head protocol compared to standard dose pediatric CT head protocol.

Methods: This was a prospective study. Group 1 included 73 patients aged < 1 year and 70 patients in the 1-5 years age group and had undergone CT head examination using the standard dose protocol. Group 2 included 31 patients aged < 1 year and 40 patients in the 1-5 years age group and had undergone CT head examination using the low dose protocol. The radiation dose was measured and image quality was assessed quantitatively and qualitatively.

Results: There was a significant difference in radiation dose between the standard and low dose protocols (p > 0.05) with lower radiation dose for low dose group. The qualitative analysis did not show a significant difference between the standard and low dose protocols. The gray-white matter differentiation (GWMD), attenuation, contrast to noise ratio (CNR) and figure of merit (FOM) were higher in the low dose protocol compared to the standard dose with a significant difference (p > 0.05).

Conclusion: The study concludes that a low dose protocol at 80 kV tube voltage/150 mAs tube current exposure time product/iterative reconstruction-iDose4 (level 3) for < 1 year age group and 100 kV/200m As/iDose4 (level 3) for 1-5 years age group provides ultra-low effective dose with diagnostically acceptable image quality for pediatric CT head examination compared with standard dose protocol.

目的:近年来,随着CT技术的进步,儿童CT头部检查也有所增加;然而,在最小的年龄受到辐射的儿童更容易受到辐射的危害。本研究的目的是评估低剂量儿童CT头方案与标准剂量儿童CT头方案的辐射剂量和图像质量。方法:前瞻性研究。结果:标准方案与低剂量方案放射剂量差异有统计学意义(p > 0.05),低剂量组放射剂量较低。定性分析没有显示标准和低剂量方案之间的显著差异。低剂量组脑灰质分化(GWMD)、衰减、噪声比(CNR)和优值图(FOM)均高于标准剂量组,差异有统计学意义(p > 0.05)。结论:与标准剂量方案相比,低剂量方案80 kV管电压/150 mAs管电流暴露时间积/迭代重建- idose4(3级)4(3级)为1-5岁儿童CT头部检查提供了超低有效剂量和诊断可接受的图像质量。
{"title":"Low Dose Pediatric CT Head Protocol using Iterative Reconstruction Techniques: A Comparison with Standard Dose Protocol.","authors":"Priyanka, Rajagopal Kadavigere, Suresh Sukumar","doi":"10.1007/s00062-023-01361-4","DOIUrl":"10.1007/s00062-023-01361-4","url":null,"abstract":"<p><strong>Purpose: </strong>Pediatric computed tomography (CT) head examination has also increased in recent years with the advancement in CT technology; however, children exposed to radiation at the youngest age are more vulnerable to the risks of radiation. The aim of the study is to evaluate radiation dose and image quality of low dose pediatric CT head protocol compared to standard dose pediatric CT head protocol.</p><p><strong>Methods: </strong>This was a prospective study. Group 1 included 73 patients aged < 1 year and 70 patients in the 1-5 years age group and had undergone CT head examination using the standard dose protocol. Group 2 included 31 patients aged < 1 year and 40 patients in the 1-5 years age group and had undergone CT head examination using the low dose protocol. The radiation dose was measured and image quality was assessed quantitatively and qualitatively.</p><p><strong>Results: </strong>There was a significant difference in radiation dose between the standard and low dose protocols (p > 0.05) with lower radiation dose for low dose group. The qualitative analysis did not show a significant difference between the standard and low dose protocols. The gray-white matter differentiation (GWMD), attenuation, contrast to noise ratio (CNR) and figure of merit (FOM) were higher in the low dose protocol compared to the standard dose with a significant difference (p > 0.05).</p><p><strong>Conclusion: </strong>The study concludes that a low dose protocol at 80 kV tube voltage/150 mAs tube current exposure time product/iterative reconstruction-iDose<sup>4</sup> (level 3) for < 1 year age group and 100 kV/200m As/iDose<sup>4</sup> (level 3) for 1-5 years age group provides ultra-low effective dose with diagnostically acceptable image quality for pediatric CT head examination compared with standard dose protocol.</p>","PeriodicalId":49298,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"229-239"},"PeriodicalIF":2.8,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138446771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Societies' Communications. 社团通讯。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2023-12-01 DOI: 10.1007/s00062-023-01360-5
{"title":"Societies' Communications.","authors":"","doi":"10.1007/s00062-023-01360-5","DOIUrl":"10.1007/s00062-023-01360-5","url":null,"abstract":"","PeriodicalId":49298,"journal":{"name":"Clinical Neuroradiology","volume":" ","pages":"1165-1167"},"PeriodicalIF":2.8,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54231904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Freiburg Neuropathology Case Conference : Headache, Mental Confusion and Mild Hemiparesis in a 68-year-old Patient. 弗赖堡神经病理学病例会议:一名68岁患者的头痛、精神错乱和轻度偏瘫。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2023-12-01 Epub Date: 2023-10-23 DOI: 10.1007/s00062-023-01359-y
M Frosch, T Demerath, C Fung, M Prinz, H Urbach, D Erny, C A Taschner
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引用次数: 0
58. Jahrestagung der Deutschen Gesellschaft für Neuroradiologie e.V. und 30. Jahrestagung der Österreichischen Gesellschaft für Neuroradiologie e.V. 58.德国神经放射学学会年会e.V.和30。奥地利神经放射学学会年会。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2023-09-01 DOI: 10.1007/s00062-023-01336-5
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引用次数: 0
Comaneci plus Balloon-assisted Embolization of Ruptured Wide-necked Cerebral Aneurysms. 科马内奇+球囊辅助栓塞术治疗脑宽颈动脉瘤破裂。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2022-09-01 Epub Date: 2022-01-18 DOI: 10.1007/s00062-021-01115-0
A Sirakov, P Bhogal, S Bogovski, S Matanov, K Minkin, H Hristov, K Ninov, V Karakostov, M Penkov, S Sirakov

Background and purpose: Recently, avant-garde combinations of ancillary devices as an adjunct to coil embolization for acutely ruptured and wide-necked cerebral aneurysms have emerged. This study sought to investigate the feasibility, safety and durability of the simultaneous combination of temporary neck-bridging devices plus balloon-assisted coiling (BAC) to treat acutely ruptured and wide-necked cerebral aneurysms.

Methods: A retrospective review was performed of patients with ruptured and wide-necked intracranial bifurcation aneurysms treated with temporary stent plus balloon-assisted coiling. Anatomical features, technical details, intraprocedural complications, clinical and angiographic results were reviewed. Preprocedural and follow-up clinical statuses were evaluated using the modified Rankin scale (mRS).

Results: A total of 21 patients (mean age 54.5 years, range 37-72 years) were identified. The immediate postprocedural angiography revealed complete aneurysm occlusion in 85.7% (18/21) of the cases. A periprocedural complication developed in 9.5% of the cases. There was no mortality in this study. The permanent morbidity rate was 4.7%. Long-term follow-up angiography was performed in 18 of 21 patients (85.7%) (the mean follow-up period was 21 months). The rate of complete aneurysm occlusion at final follow-up was 89.4%.

Conclusion: The results of this study confirmed that temporary stent plus balloon-assisted coiling is a durable and relatively safe endovascular technique for the treatment of ruptured wide-necked bifurcation aneurysms located in both the posterior and anterior cerebral circulation.

背景与目的:近年来,在急性破裂和宽颈脑动脉瘤的辅助治疗中,出现了前卫的辅助装置组合。本研究旨在探讨临时颈桥装置联合球囊辅助卷取术(BAC)治疗急性破裂和宽颈脑动脉瘤的可行性、安全性和耐久性。方法:回顾性分析采用临时支架联合球囊辅助盘绕术治疗颅内宽颈分岔动脉瘤的病例。本文回顾了解剖特征、技术细节、术中并发症、临床和血管造影结果。采用改良Rankin量表(mRS)评估术前及随访临床状态。结果:共发现21例患者,平均年龄54.5岁,范围37-72 岁。术后立即血管造影显示85.7%(18/21)的病例动脉瘤完全闭塞。9.5%的病例出现围手术期并发症。在这项研究中没有死亡率。永久性发病率为4.7%。21例患者中有18例(85.7%)进行了长期随访血管造影(平均随访21个月)。最终随访时动脉瘤完全闭塞率为89.4%。结论:本研究结果证实,临时支架+球囊辅助盘绕是一种持久且相对安全的血管内技术,可用于治疗位于脑前后循环的宽颈分岔动脉瘤破裂。
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引用次数: 2
期刊
Clinical Neuroradiology
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