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Modified Treatment in Brain Ischemia 2b Stopped or Continued After First-Pass Mechanical Thrombectomy for M1 Occlusions 改良治疗脑缺血2b停止或继续后首次通过机械血栓切除M1闭塞
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-04-26 DOI: 10.1111/jon.70047
Juan Ignacio García-García, Josep Puig, Óscar Chirife, Andrés Paipa, Sònia Aixut, Jordi Blasco, Mariano Werner, Marc Comas-Cufí, Pedro Vega, Eduardo Murias, Fernando Aparici-Robles, Lluís Morales-Caba, Eva González, Ion Labayen, Veredas Romero, Isabel Bravo, Manuel Moreu, Alfonso López-Frías, Sebastià Remollo, Isabel Rodríguez-Caamaño, Mikel Terceño, Juan Álvarez-Cienfuegos, Javier Martínez-Fernández, Yeray Aguilar, José Carlos Méndez, Fernando Sánchez, Joaquín Zamarro, Víctor Cuba, Miguel Castaño, Antonio López-Rueda, ROSSETTI Group

Background and Purpose

The superiority of achieving modified Treatment in Cerebral Ischemia (mTICI) from multiple passes versus mTICI 2b from a single pass remains uncertain. We aimed to assess whether additional passes in M1 occlusion patients with a first-pass mTICI 2b score improved clinical and functional outcomes.

Methods

We analyzed Registry Combined vs. Single Thrombectomy Techniques registry data of consecutive M1-occlusion patients, comparing outcomes of those with mTICI 2b-stopped after the first pass versus continued mechanical thrombectomy (MT) to improve angiographic results (mTICI 2b or mTICI 2c/3). We compared demographic, clinical, angiographic, and clinical outcome data (National Institute of Health Stroke Scale [NIHSS] at 24 h and modified Rankin Scale at 3 months).

Results

Patients with first-pass mTICI 2b had lower NIHSS scores at admission, fewer left-side occlusions, and longer last-seen-well times. Endovascular techniques and time from groin puncture to revascularization were similar across groups. Patients with final mTICI 2c/3 had the highest distal embolism rates in a new territory (0% for mTICI2b-stopped vs. 3% for final mTICI2b-continued; 7.7% for final mTICI2c/3; p = 0.02). The groups had similar rates of death, symptomatic intracranial hemorrhage, same-area distal embolism, other MT-related complications, NIHSS at 24 h, NIHSS change from admission to 24 h, and same-territory distal embolism.

Conclusion

Achieving mTICI 2b after the first pass in M1-occlusion patients proved relevant. These patients had comparable clinical and functional outcomes and a lower risk of new territory distal embolisms compared to those with final mTICI 2c/3 scores.

背景与目的脑缺血改良治疗(mTICI)与单次改良治疗(mTICI 2b)的优势尚不确定。我们的目的是评估首次通过mTICI 2b评分的M1闭塞患者的额外通过是否改善了临床和功能结果。方法:我们分析了连续m1闭塞患者的注册表联合与单一取栓技术的注册表数据,比较了首次通过mTICI 2b与继续机械取栓(MT)以改善血管造影结果(mTICI 2b或mTICI 2c/3)的结果。我们比较了人口统计学、临床、血管造影和临床结果数据(24小时时的国立卫生研究院卒中量表[NIHSS]和3个月时的改良Rankin量表)。结果首次通过mTICI 2b的患者入院时NIHSS评分较低,左侧闭塞较少,最后一次见井时间较长。各组间从腹股沟穿刺到血运重建的血管内技术和时间相似。最终mTICI为2c/3的患者在新区域的远端栓塞率最高(停止使用mtic2b组为0%,继续使用mtic2b组为3%;期末mtic2c /3为7.7%;P = 0.02)。两组患者的死亡率、症状性颅内出血、相同区域远端栓塞、其他mt相关并发症、24小时NIHSS、入院至24小时NIHSS变化和相同区域远端栓塞率相似。结论m1闭塞患者第一次通过后mTICI达到2b是相关的。与最终mTICI评分为2c/3的患者相比,这些患者具有相当的临床和功能结果,并且新区域远端栓塞的风险较低。
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引用次数: 0
Clinical Outcomes and Complications of Carotid Artery Stenting With or Without Pre-Stent and Post-Stent Balloon Angioplasty 颈动脉支架置入术伴或不伴支架前和支架后球囊血管成形术的临床结果和并发症
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-04-22 DOI: 10.1111/jon.70041
Maria Martucci, Mohamad Ezzeldin, Kaho Adachi, Adam Delora, Rime Ezzeldin, Ameer E. Hassan, Farhan Siddiq, Faheem G. Sheriff, Peter Kan, Nazli Janjua, Kaiz S. Asif, Ramesh Grandhi, Ali Alaraj, Muhammad Niazi, Ossama Mansour, Saif Bushnaq, Omar Tanweer, Samantha Miller, Navpreet K. Bains, Gabriela Colina, Mohammad AlMajali, Gautam Edhayan, Musaab Froukh, Walid K. Salah, Elsa Nico, Shehab Ashraf, Yazan Radaideh, Darko Quispe-Orozco, Osama Zaidat, M. Shazam Hussain

Background and Purpose

Carotid artery stenting is a well-established method for treating carotid artery stenosis; however, there are conflicting data on prestenting versus post-stenting balloon angioplasty. Our study aims to understand the risk and safety of pre-stent balloon angioplasty (Pre-SB) and post-stent balloon angioplasty (Post-SB), or both techniques.

Methods

Multicenter retrospective data on angioplasty balloons, stents, complications, and modified Rankin score (mRS) before and after the procedure were collected. Statistical analysis was performed to correlate with complication risks and clinical outcomes.

Results

1,355 patients were enrolled. Post-SB predicted fewer complications (p = 0.035) than Pre-SB or combined Pre-SB and Post-SB. Female sex was a predictor of complications (p = 0.041), while utilization of an embolic protection device predicted fewer complications (p < 0.001). Increasing age (p < 0.001) and smoking (p = 0.027) predicted increased length of stay. Using open-cell stents versus closed-cell stents did not predict follow-up modified rankin score (mRS) or complications, but using open-cell stents did predict a shorter length of stay. Conversely, open-cell stents were more likely to undergo Post-SB (p < 0.001), while closed-cell stents were more likely to undergo Pre-SB (p = 0.002).

Conclusions

Unlike previous literature, our results showed that Post-SB alone was associated with fewer complications compared to either Pre-SB alone or the combination of Pre-SB and Post-SB. Open-cell stents required a higher rate of Post-SB.

背景与目的颈动脉支架置入术是治疗颈动脉狭窄的一种行之有效的方法;然而,关于支架植入前后球囊血管成形术的数据存在矛盾。我们的研究旨在了解支架前球囊血管成形术(Pre-SB)和支架后球囊血管成形术(Post-SB),或两种技术的风险和安全性。方法收集血管成形术前后球囊、支架、并发症及改良Rankin评分(mRS)的多中心回顾性资料。对并发症风险和临床结果进行统计分析。结果共纳入1355例患者。与前sb或前sb联合后sb相比,sb后预测的并发症更少(p = 0.035)。女性是并发症的预测因素(p = 0.041),而使用栓塞保护装置预测并发症较少(p <;0.001)。增加年龄(p <;0.001)和吸烟(p = 0.027)预测住院时间增加。使用开孔支架与使用闭孔支架并不能预测随访改良rank评分(mRS)或并发症,但使用开孔支架确实可以预测更短的住院时间。相反,开放细胞支架更容易发生后sb (p <;0.001),而闭细胞支架更容易发生Pre-SB (p = 0.002)。与以往文献不同的是,我们的研究结果表明,与单独使用前- sb或前- sb与后- sb联合使用相比,单独使用后- sb的并发症更少。开放细胞支架需要更高的后sb率。
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引用次数: 0
Phosphotungstic Acid Staining to Visualize the Vagus Nerve Perineurium Using Micro-CT 磷钨酸染色在迷走神经会阴的显微ct显示
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-04-10 DOI: 10.1111/jon.70040
Aniruddha R. Upadhye, Eleana Cintron, Jichu Zhang, Jennifer Coleman, Chaitanya Kolluru, Michael W. Jenkins, David Wilson, Nicole A. Pelot, Andrew J. Shoffstall

Background and Purpose

Peripheral nerve stimulation is approved by the US Food and Drug Administration for treating various disorders, but it is often limited by side effects, highlighting the need for a clear understanding of fascicular and fiber organization to design selective therapies. Micro-CT imaging of contrast-stained nerves enables the visualization of tissue microstructures, such as the fascicular perineurium and vasculature. In this work, we evaluated phosphotungstic acid (PTA) as a contrast agent and assessed its compatibility with downstream histology.

Methods

Human vagus nerve samples were collected from three embalmed cadavers and subjected to three different staining methods, followed by micro-CT imaging: Lugol's iodine, osmium tetroxide, and PTA. Contrast ratios of adjacent tissue microstructures (perineurium, interfascicular epineurium, and fascicle) were quantified for each stain and compared. We further developed a pipeline to optimize micro-CT scan acquisition parameters based on objective metrics for sharpness, noise, and pixel saturation. The PTA-stained samples underwent subsequent histological processing and staining with hematoxylin and eosin, Masson's trichrome, and immunohistochemistry and were assessed for tissue degradation.

Results

PTA enhanced the visualization of perineurium, providing high contrast ratios compared to iodine and osmium tetroxide. Optimized scanning parameters for PTA-stained nerves (55 kV and 109 µA) effectively balanced noise and sharpness. While we found that PTA is generally nondestructive for downstream histology, higher concentrations and longer exposure could alter the optical density of nuclei and affect stain differentiation in special stains.

Conclusion

PTA serves as a valuable micro-CT contrast agent for nerve imaging, effective in visualizing the perineurium with minimal impact on histological integrity.

背景和目的外周神经刺激已被美国食品和药物管理局批准用于治疗各种疾病,但它往往受到副作用的限制,这突出了需要清楚地了解束状神经和纤维组织来设计选择性治疗方法。对比染色神经的显微ct成像可以显示组织显微结构,如神经束和脉管系统。在这项工作中,我们评估了磷钨酸(PTA)作为造影剂,并评估了其与下游组织学的相容性。方法采集3具尸体的迷走神经标本,采用3种不同的染色方法,分别进行Lugol碘、四氧化锇和PTA显微ct成像。每个染色对相邻组织显微结构(神经周围膜、束间神经外膜和束)的对比度进行量化并进行比较。我们进一步开发了一个管道来优化基于清晰度、噪声和像素饱和度的客观指标的微ct扫描采集参数。pta染色的样品进行了随后的组织学处理,并用苏木精和伊红、马松三色和免疫组织化学染色,并评估组织降解情况。结果与碘和四氧化锇相比,PTA增强了神经周围膜的显像,提供了更高的对比度。优化的pta染色神经扫描参数(55 kV和109µA)有效地平衡了噪声和清晰度。虽然我们发现PTA通常对下游组织学没有破坏性,但较高的浓度和较长的暴露时间可能会改变细胞核的光密度,并影响特殊染色的染色分化。结论PTA是一种有价值的微ct神经造影剂,能有效地显示神经会膜,对组织学完整性影响最小。
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引用次数: 0
Brain Volume Loss After Stereotactic Laser Interstitial Thermal Therapy in Patients With Temporal Lobe Epilepsy 立体定向激光间质热治疗颞叶癫痫后脑容量减少
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-04-08 DOI: 10.1111/jon.70039
Sebastian Johannes Müller, Eya Khadhraoui, Olga Kukhlenko, Johannes Schwarzer, Jürgen Voges, I. Erol Sandalcioglu, Daniel Behme, Friedhelm Schmitt, Lars Büntjen

Background and Purpose

Temporal lobe epilepsy is the most common form of focal epilepsy. MR-guided laser interstitial thermal therapy (LITT) of the amygdalohippocampal complex has become an established therapy option in case of drug resistance. Long-term anatomic network effects on the brain due to deafferentiation have not yet been evaluated.

Methods

We analyzed brain volumes of 11 patients with temporal lobe epilepsy before and 1-year after hippocampal LITT with FastSurfer segmenting T1-weighted data. Additionally, we performed visual ratings and measurements.

Results

A total of 11 patients with temporal lobe epilepsy (7 left-sided, 4 right-sided) were included (5 females); the mean age years (±standard deviation) at surgery was 41.5 (±18.4) years. The mean postoperative defect size was 1427 (±517) mm3. Volumetry as well as visual ratings found a progressive volume loss after left-sided surgery in the ipsilateral temporal lobe, the contralateral (right) part of the thalamus, and especially contralateral (right) fusiform cortex. These changes could not be detected for right-sided surgery.

Conclusion

A (partial) ablation of the left (dominant) hippocampus appears to exert long-term effects on the right thalamus and right-sided temporal cortices. However, we could not observe this effect in the reverse direction. Volumetric studies for larger cohorts should be conducted to investigate these findings.

背景与目的颞叶癫痫是局灶性癫痫最常见的形式。核磁共振引导下的杏仁海马体激光间质热治疗(LITT)已成为一种成熟的治疗方案,以应对耐药性。由于去分化对大脑的长期解剖网络效应尚未得到评估。方法应用FastSurfer分割t1加权数据对11例颞叶癫痫患者海马LITT前后1年的脑容量进行分析。此外,我们进行了视觉评分和测量。结果共纳入11例颞叶癫痫患者(左侧7例,右侧4例),其中女性5例;手术时的平均年龄(±标准差)为41.5(±18.4)岁。术后平均缺损大小为1427(±517)mm3。体积测量和视觉评分发现,左侧手术后同侧颞叶、丘脑对侧(右)部分,尤其是对侧(右)梭状皮质的体积逐渐减少。右侧手术无法检测到这些变化。结论:左侧(显性)海马(部分)消融对右侧丘脑和右侧颞叶皮质有长期影响。然而,我们不能在相反的方向上观察到这种效应。应该对更大的队列进行容量研究来调查这些发现。
{"title":"Brain Volume Loss After Stereotactic Laser Interstitial Thermal Therapy in Patients With Temporal Lobe Epilepsy","authors":"Sebastian Johannes Müller,&nbsp;Eya Khadhraoui,&nbsp;Olga Kukhlenko,&nbsp;Johannes Schwarzer,&nbsp;Jürgen Voges,&nbsp;I. Erol Sandalcioglu,&nbsp;Daniel Behme,&nbsp;Friedhelm Schmitt,&nbsp;Lars Büntjen","doi":"10.1111/jon.70039","DOIUrl":"https://doi.org/10.1111/jon.70039","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background and Purpose</h3>\u0000 \u0000 <p>Temporal lobe epilepsy is the most common form of focal epilepsy. MR-guided laser interstitial thermal therapy (LITT) of the amygdalohippocampal complex has become an established therapy option in case of drug resistance. Long-term anatomic network effects on the brain due to deafferentiation have not yet been evaluated.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>We analyzed brain volumes of 11 patients with temporal lobe epilepsy before and 1-year after hippocampal LITT with FastSurfer segmenting T1-weighted data. Additionally, we performed visual ratings and measurements.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>A total of 11 patients with temporal lobe epilepsy (7 left-sided, 4 right-sided) were included (5 females); the mean age years (±standard deviation) at surgery was 41.5 (±18.4) years. The mean postoperative defect size was 1427 (±517) mm<sup>3</sup>. Volumetry as well as visual ratings found a progressive volume loss after left-sided surgery in the ipsilateral temporal lobe, the contralateral (right) part of the thalamus, and especially contralateral (right) fusiform cortex. These changes could not be detected for right-sided surgery.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>A (partial) ablation of the left (dominant) hippocampus appears to exert long-term effects on the right thalamus and right-sided temporal cortices. However, we could not observe this effect in the reverse direction. Volumetric studies for larger cohorts should be conducted to investigate these findings.</p>\u0000 </section>\u0000 </div>","PeriodicalId":16399,"journal":{"name":"Journal of Neuroimaging","volume":"35 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jon.70039","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143793332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parenchymal Hematoma After Endovascular Thrombectomy Is Associated With Pretreatment Basal Ganglia Infarct Volume 血管内血栓切除术后的实质血肿与基底神经节前处理梗死体积相关
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-03-27 DOI: 10.1111/jon.70031
Robert W. Regenhardt, Penina P. Krieger, Anna K. Bonkhoff, Markus D. Schirmer, Christopher G. Favilla, Vincent M. Tutino, Alvin S. Das, Adam A. Dmytriw, Raj Gupta, James D. Rabinov, Christopher J. Stapleton, Thabele M. Leslie-Mazwi, Aman B. Patel, Eng H. Lo, Natalia S. Rost

Background and Purpose

Parenchymal hematomas (PHs) represent an important complication in ischemic stroke after endovascular thrombectomy (EVT), but the risk factors are incompletely understood. Neuroimaging data preintervention, such as infarct topography, may help elucidate predisposing factors and inform more nuanced patient care intra- and postprocedurally.

Methods

Large vessel occlusion patients with pre-EVT MRI were included from a single quaternary center. Diffusion-weighted imaging (DWI) lesions underwent manual segmentation and registration onto a standard brain space for topographical mapping. The presence of PH postintervention was determined. Associations between infarct topography, clinical characteristics, and PH were evaluated.

Results

A total of 165 patients (median age: 69; 56% female) were identified. Intravenous alteplase was administered to 52%, 70% achieved thrombolysis in cerebral infarction 2b-3 reperfusion, and 8% had PH postintervention. The preintervention DWI lesions were 48% (38%–60%) white matter, 23% (6%–47%) cortex, and 15% (4%–28%) basal ganglia. Basal ganglia infarct volume was independently associated with PH (adjusted odds ratio = 1.342, 95% confidence interval 1.002–1.797, p = 0.049), accounting for white matter and cortex infarct volume, among other key factors. Basal ganglia infarct volume was associated with susceptibility-weighted imaging vessel sign (betaadjusted = 0.233, p = 0.006) and the National Institutes of Health Stroke Scale (betaadjusted = 0.220, p = 0.012), controlling for other factors.

Conclusions

Preintervention basal ganglia infarct volume may provide important insights into the risk of PH after intervention. Improved understanding of the biology of basal ganglia infarction and hemorrhagic transformation has implications for the management of patients undergoing EVT and may represent a future therapeutic target for neuroprotective strategies.

背景与目的脑实质血肿(ph)是血管内取栓(EVT)后缺血性卒中的重要并发症,但其危险因素尚不清楚。干预前的神经影像学数据,如梗死地形图,可能有助于阐明易感因素,并为手术中和手术后的患者护理提供更细致的信息。方法对evt前MRI大血管闭塞患者进行单中心扫描。弥散加权成像(DWI)病变进行人工分割和配准到标准脑空间进行地形测绘。测定干预后PH的存在。评估梗死地形、临床特征和PH之间的关系。结果共165例患者(中位年龄69岁;(56%为女性)。静脉给予阿替普酶治疗脑梗死2b-3再灌注达到溶栓率的占52%,干预后出现PH值的占8%。干预前DWI病变为48%(38%-60%)的白质,23%(6%-47%)的皮质,15%(4%-28%)的基底节区。基底节区梗死体积与PH独立相关(校正优势比= 1.342,95%可信区间1.002-1.797,p = 0.049),除其他关键因素外,还包括白质和皮层梗死体积。基底节区梗死体积与敏感性加权成像血管征像(β校正= 0.233,p = 0.006)和美国国立卫生研究院卒中量表(β校正= 0.220,p = 0.012)相关,控制了其他因素。结论干预前基底节区梗死体积可能为干预后PH风险提供重要信息。提高对基底神经节梗死和出血转化生物学的理解对EVT患者的管理具有重要意义,并可能代表未来神经保护策略的治疗靶点。
{"title":"Parenchymal Hematoma After Endovascular Thrombectomy Is Associated With Pretreatment Basal Ganglia Infarct Volume","authors":"Robert W. Regenhardt,&nbsp;Penina P. Krieger,&nbsp;Anna K. Bonkhoff,&nbsp;Markus D. Schirmer,&nbsp;Christopher G. Favilla,&nbsp;Vincent M. Tutino,&nbsp;Alvin S. Das,&nbsp;Adam A. Dmytriw,&nbsp;Raj Gupta,&nbsp;James D. Rabinov,&nbsp;Christopher J. Stapleton,&nbsp;Thabele M. Leslie-Mazwi,&nbsp;Aman B. Patel,&nbsp;Eng H. Lo,&nbsp;Natalia S. Rost","doi":"10.1111/jon.70031","DOIUrl":"https://doi.org/10.1111/jon.70031","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background and Purpose</h3>\u0000 \u0000 <p>Parenchymal hematomas (PHs) represent an important complication in ischemic stroke after endovascular thrombectomy (EVT), but the risk factors are incompletely understood. Neuroimaging data preintervention, such as infarct topography, may help elucidate predisposing factors and inform more nuanced patient care intra- and postprocedurally.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Large vessel occlusion patients with pre-EVT MRI were included from a single quaternary center. Diffusion-weighted imaging (DWI) lesions underwent manual segmentation and registration onto a standard brain space for topographical mapping. The presence of PH postintervention was determined. Associations between infarct topography, clinical characteristics, and PH were evaluated.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>A total of 165 patients (median age: 69; 56% female) were identified. Intravenous alteplase was administered to 52%, 70% achieved thrombolysis in cerebral infarction 2b-3 reperfusion, and 8% had PH postintervention. The preintervention DWI lesions were 48% (38%–60%) white matter, 23% (6%–47%) cortex, and 15% (4%–28%) basal ganglia. Basal ganglia infarct volume was independently associated with PH (adjusted odds ratio = 1.342, 95% confidence interval 1.002–1.797, <i>p</i> = 0.049), accounting for white matter and cortex infarct volume, among other key factors. Basal ganglia infarct volume was associated with susceptibility-weighted imaging vessel sign (beta<sub>adjusted</sub> = 0.233, <i>p</i> = 0.006) and the National Institutes of Health Stroke Scale (beta<sub>adjusted</sub> = 0.220, <i>p</i> = 0.012), controlling for other factors.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Preintervention basal ganglia infarct volume may provide important insights into the risk of PH after intervention. Improved understanding of the biology of basal ganglia infarction and hemorrhagic transformation has implications for the management of patients undergoing EVT and may represent a future therapeutic target for neuroprotective strategies.</p>\u0000 </section>\u0000 </div>","PeriodicalId":16399,"journal":{"name":"Journal of Neuroimaging","volume":"35 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143717067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Semiautomatic Quantification of 99mTc-TRODAT-1 SPECT Images in Patients With Idiopathic Parkinson's Disease 特发性帕金森病患者99mTc-TRODAT-1 SPECT图像的半自动定量分析
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-03-25 DOI: 10.1111/jon.70038
Gary Ka Wai Chan, Tsz Kit Chow, Ryan Wui Hang Ho, William C. Y. Leung, Yan Ho Hui, Wai Yin Ho

Background and Purpose

99mTc-TRODAT-1 SPECT imaging is an imaging technique, more commonly used in Asia, to diagnose Parkinson's disease (PD). This study evaluates the use of automated three-dimensional volume-of-interest (VOI) analysis in diagnosing PD.

Methods

99mTc-TRODAT-1 SPECT images of 76 patients (50 with PD and 26 without PD) were retrospectively analyzed. The specific binding ratio (SBR) was calculated using an automated program. Multiple linear regression and receiver operating characteristic curve analyses were performed to identify the factors that affect SBR value and determine the optimal cutoff values.

Results

Multiple regression analysis revealed disease status as the strongest predictor of SBR values, followed by age and sex. Receiver operating characteristic curve analysis demonstrated good diagnostic performance for the striatum (area under the curve [AUC] = 0.922), putamen (AUC = 0.922), and caudate (AUC = 0.881). Optimal cutoff values were determined for the striatum (0.515; sensitivity 88.5%, specificity 90.0%), putamen (0.445; sensitivity 92.3%, specificity 86.0%), and caudate (0.655; sensitivity 84.6%, specificity 90.0%).

Conclusions

Semiautomatic quantitative analysis of 99mTc-TRODAT-1 SPECT using automated three-dimensional VOI shows excellent diagnostic performance in differentiating PD from non-Parkinson's cases. Age and sex significantly influence SBR values, suggesting the need for demographic-adjusted cutoff values in clinical practice.

背景与目的:mtc - trodat -1 SPECT成像是一种诊断帕金森病(PD)的成像技术,在亚洲更为常用。本研究评估了自动三维感兴趣体积(VOI)分析在PD诊断中的应用。方法回顾性分析76例PD患者的99mTc-TRODAT-1 SPECT图像,其中PD患者50例,非PD患者26例。使用自动化程序计算特定结合比(SBR)。通过多元线性回归和受试者工作特征曲线分析,找出影响SBR值的因素,确定最佳截止值。结果多元回归分析显示疾病状况是影响SBR值的最重要因素,其次是年龄和性别。受试者工作特征曲线分析对纹状体(曲线下面积[AUC] = 0.922)、壳核(AUC = 0.922)和尾状核(AUC = 0.881)具有较好的诊断效果。纹状体的最佳临界值为0.515;敏感性88.5%,特异性90.0%),壳核(0.445;敏感性92.3%,特异性86.0%),尾状核(0.655;敏感性84.6%,特异性90.0%)。结论99mTc-TRODAT-1 SPECT自动三维VOI半自动定量分析对PD与非帕金森患者的鉴别诊断有较好的效果。年龄和性别显著影响SBR值,提示在临床实践中需要人口统计学调整的临界值。
{"title":"Semiautomatic Quantification of 99mTc-TRODAT-1 SPECT Images in Patients With Idiopathic Parkinson's Disease","authors":"Gary Ka Wai Chan,&nbsp;Tsz Kit Chow,&nbsp;Ryan Wui Hang Ho,&nbsp;William C. Y. Leung,&nbsp;Yan Ho Hui,&nbsp;Wai Yin Ho","doi":"10.1111/jon.70038","DOIUrl":"https://doi.org/10.1111/jon.70038","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background and Purpose</h3>\u0000 \u0000 <p><sup>99m</sup>Tc-TRODAT-1 SPECT imaging is an imaging technique, more commonly used in Asia, to diagnose Parkinson's disease (PD). This study evaluates the use of automated three-dimensional volume-of-interest (VOI) analysis in diagnosing PD.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p><sup>99m</sup>Tc-TRODAT-1 SPECT images of 76 patients (50 with PD and 26 without PD) were retrospectively analyzed. The specific binding ratio (SBR) was calculated using an automated program. Multiple linear regression and receiver operating characteristic curve analyses were performed to identify the factors that affect SBR value and determine the optimal cutoff values.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Multiple regression analysis revealed disease status as the strongest predictor of SBR values, followed by age and sex. Receiver operating characteristic curve analysis demonstrated good diagnostic performance for the striatum (area under the curve [AUC] = 0.922), putamen (AUC = 0.922), and caudate (AUC = 0.881). Optimal cutoff values were determined for the striatum (0.515; sensitivity 88.5%, specificity 90.0%), putamen (0.445; sensitivity 92.3%, specificity 86.0%), and caudate (0.655; sensitivity 84.6%, specificity 90.0%).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Semiautomatic quantitative analysis of <sup>99m</sup>Tc-TRODAT-1 SPECT using automated three-dimensional VOI shows excellent diagnostic performance in differentiating PD from non-Parkinson's cases. Age and sex significantly influence SBR values, suggesting the need for demographic-adjusted cutoff values in clinical practice.</p>\u0000 </section>\u0000 </div>","PeriodicalId":16399,"journal":{"name":"Journal of Neuroimaging","volume":"35 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143698985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Cladribine Is Associated With Stable Cortical Gray Matter Lesion Burden in Multiple Sclerosis: A 7T MRI Study 克拉德滨与多发性硬化症中稳定的皮质灰质损伤负荷相关:一项7T MRI研究
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-03-18 DOI: 10.1111/jon.70032
Jonathan Zurawski, Shahamat Tauhid, Brian C. Healy, Renxin Chu, Maria K. Houtchens, Youmna Jalkh, Samar Khalil, Molly Quattrucci, Farrah J. Mateen, Salvatore Napoli, Syed Rizvi, Tarun Singhal, Rohit Bakshi

Background and Purpose

Cladribine, an FDA-approved disease-modifying immunotherapy for multiple sclerosis (MS), penetrates the CSF and mitigates T cells and B cells, and thus may impact the development of cortical gray matter lesions (CLs) and leptomeningeal enhancement (LME). 7T MRI is a highly sensitive tool for monitoring these outcomes in relapsing-remitting (RR) MS.

Methods

MS subjects (n = 19, age [mean ± standard deviation]: 48.8 ± 10.0 years, 63.1% RRMS, 36.9% secondary progressive MS, Expanded Disability Status Scale [EDSS] score 4.1 ± 2.0) underwent 7T MRI with 0.7-mm3 voxels within a mean 1.9 months of oral cladribine initiation and ∼1 year later in this real-world study. CLs and LME were quantified by an expert. Wilcoxon signed rank tests and paired t-tests compared baseline to follow-up data.

Results

A total of 88.2% of subjects had CLs at baseline (mean 14.1 CLs/patient, range 1–77). No subjects accrued new CLs, and CL volume remained stable (0.33 ± 0.48 mL baseline vs. 0.31 ± 0.46 mL follow-up, p = 0.22). LME was found in 88.9% of subjects at baseline. LME foci number was stable in seven (41.2%), increased in five (29.4%), and decreased in five (29.4%) subjects at follow-up, but overall LME burden was stable (3.1 ± 1.8 vs. 3.2 ± 1.6 foci per subject, p = 1.0). No EDSS or timed 25-foot walk change was noted (both p > 0.35). No subjects had clinical relapses or new T2 or gadolinium-enhancing white matter lesions during the study.

Conclusion

These observational data suggest that cladribine therapy stabilizes cortical demyelination in MS over the first year of treatment. Overall, LME burden remained stable over 1 year; however, within-subject resolution and accrual were noted.

背景和目的克拉宾是一种经fda批准的用于多发性硬化症(MS)的疾病修饰性免疫疗法,可穿透脑脊液并减轻T细胞和B细胞,因此可能影响皮质灰质病变(CLs)和脑轻脑膜增强(LME)的发展。7T MRI是一种高度敏感的工具,用于监测复发缓解型(RR) MS患者的这些结果。方法MS受试者(n = 19,年龄[平均±标准差]:48.8±10.0岁,RRMS 63.1%,继发性进展性MS 36.9%,扩展残疾状态量表[EDSS]评分4.1±2.0)在口服cladribine开始的平均1.9个月和1年后接受了0.7 mm3体素的7T MRI。由专家对CLs和LME进行量化。Wilcoxon符号秩检验和配对t检验比较基线和随访数据。结果88.2%的受试者在基线时出现了CLs(平均14.1个CLs/患者,范围1-77)。没有受试者产生新的CL, CL容量保持稳定(基线0.33±0.48 mL vs.随访0.31±0.46 mL, p = 0.22)。88.9%的受试者在基线时发现LME。随访期间,7名受试者LME病灶数稳定(41.2%),5名受试者LME病灶数增加(29.4%),5名受试者LME病灶数减少(29.4%),但总体LME负担稳定(3.1±1.8 vs. 3.2±1.6病灶/名,p = 1.0)。没有EDSS或25英尺步行时间的变化(p >;0.35)。在研究期间,没有受试者出现临床复发或新的T2或钆增强白质病变。结论:这些观察数据表明,在治疗的第一年,克拉宾治疗可以稳定多发性硬化症患者的皮质脱髓鞘。总体而言,LME负担在1年内保持稳定;但是,注意到主题内决议和应计。
{"title":"Cladribine Is Associated With Stable Cortical Gray Matter Lesion Burden in Multiple Sclerosis: A 7T MRI Study","authors":"Jonathan Zurawski,&nbsp;Shahamat Tauhid,&nbsp;Brian C. Healy,&nbsp;Renxin Chu,&nbsp;Maria K. Houtchens,&nbsp;Youmna Jalkh,&nbsp;Samar Khalil,&nbsp;Molly Quattrucci,&nbsp;Farrah J. Mateen,&nbsp;Salvatore Napoli,&nbsp;Syed Rizvi,&nbsp;Tarun Singhal,&nbsp;Rohit Bakshi","doi":"10.1111/jon.70032","DOIUrl":"https://doi.org/10.1111/jon.70032","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background and Purpose</h3>\u0000 \u0000 <p>Cladribine, an FDA-approved disease-modifying immunotherapy for multiple sclerosis (MS), penetrates the CSF and mitigates T cells and B cells, and thus may impact the development of cortical gray matter lesions (CLs) and leptomeningeal enhancement (LME). 7T MRI is a highly sensitive tool for monitoring these outcomes in relapsing-remitting (RR) MS.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>MS subjects (<i>n</i> = 19, age [mean ± standard deviation]: 48.8 ± 10.0 years, 63.1% RRMS, 36.9% secondary progressive MS, Expanded Disability Status Scale [EDSS] score 4.1 ± 2.0) underwent 7T MRI with 0.7-mm<sup>3</sup> voxels within a mean 1.9 months of oral cladribine initiation and ∼1 year later in this real-world study. CLs and LME were quantified by an expert. Wilcoxon signed rank tests and paired <i>t</i>-tests compared baseline to follow-up data.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>A total of 88.2% of subjects had CLs at baseline (mean 14.1 CLs/patient, range 1–77). No subjects accrued new CLs, and CL volume remained stable (0.33 ± 0.48 mL baseline vs. 0.31 ± 0.46 mL follow-up, <i>p</i> = 0.22). LME was found in 88.9% of subjects at baseline. LME foci number was stable in seven (41.2%), increased in five (29.4%), and decreased in five (29.4%) subjects at follow-up, but overall LME burden was stable (3.1 ± 1.8 vs. 3.2 ± 1.6 foci per subject, <i>p</i> = 1.0). No EDSS or timed 25-foot walk change was noted (both <i>p</i> &gt; 0.35). No subjects had clinical relapses or new T2 or gadolinium-enhancing white matter lesions during the study.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>These observational data suggest that cladribine therapy stabilizes cortical demyelination in MS over the first year of treatment. Overall, LME burden remained stable over 1 year; however, within-subject resolution and accrual were noted.</p>\u0000 </section>\u0000 </div>","PeriodicalId":16399,"journal":{"name":"Journal of Neuroimaging","volume":"35 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143645919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Functional Alterations in Gray Matter Networks Mediated by White Matter During the Aging Process 衰老过程中白质介导的灰质网络功能改变
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-03-18 DOI: 10.1111/jon.70036
Jianxi Liu, Mingcong Huang, Kang Hu, Nannan Xia, Zeqiang Linli

Background and Purpose

Extensive research has been carried out to investigate changes in various gray matter (GM) regions during the aging process using resting-state functional MRI. However, the impact of aging on the functional connectivity (FC) between white matter (WM) and GM, particularly white matter–gray matter functional connectivity (WM–GM FC), remains largely unknown. This study proposes a novel method for constructing functional networks that integrate both WM and GM.

Methods

By utilizing data from a lifespan cohort of 439 healthy adults, we devised a covariance-based approach to establish a gray matter–white matter–gray matter (GM–WM–GM) mediated network. The FC between GM and WM was quantified using the Johns Hopkins University International Consortium of Brain Mapping-Diffusion Tensor Imaging-81 WM atlas in combination with the Automated Anatomical Labeling atlas. First, the WM–GM FC was calculated via Pearson correlation coefficients between WM and GM regions, followed by the standardization of the resulting matrix. The GM–WM–GM FC was then constructed using the covariance matrix. Furthermore, topological properties were calculated for GM–WM–GM networks. Finally, the age effect of GM–WM–GM and its topology were explored.

Results

Our findings reveal a significant age-related decline in intranetwork connectivity and global network efficiency, while internetwork connectivity followed an inverted U-shaped pattern, suggesting functional dedifferentiation in the aging brain. Despite relatively stable local efficiency, the observed reduction in global efficiency indicates a weakening of long-range neural connections. Additionally, a decrease in network modularity further supports this trend.

Conclusion

These results offer novel insights into the age-associated reorganization of brain networks, enhancing our understanding of the neural mechanisms underlying normal aging.

背景与目的利用静息状态功能MRI对衰老过程中不同灰质区域的变化进行了广泛的研究。然而,衰老对白质(WM)和GM之间的功能连接(FC)的影响,特别是白质-灰质功能连接(WM - GM FC)的影响在很大程度上仍然未知。本研究提出了一种构建整合WM和GM的功能网络的新方法。方法利用439名健康成年人的寿命队列数据,设计了一种基于协方差的方法来建立灰质-白质-灰质(GM - WM - GM)介导的网络。GM和WM之间的FC使用约翰霍普金斯大学国际脑制图联盟-扩散张量成像-81 WM图谱结合自动解剖标记图谱进行量化。首先,通过WM和GM区域之间的Pearson相关系数计算WM - GM FC,然后对得到的矩阵进行标准化。然后利用协方差矩阵构造GM-WM-GM FC。进一步,计算了GM-WM-GM网络的拓扑性质。最后,探讨了GM-WM-GM的年龄效应及其拓扑结构。我们的研究结果显示,随着年龄的增长,内部网络连接和全球网络效率显著下降,而内部网络连接呈倒u型模式,这表明大脑在衰老过程中存在功能去分化。尽管局部效率相对稳定,但观察到的整体效率下降表明远程神经连接的减弱。此外,网络模块化程度的降低进一步支持了这一趋势。结论这些结果为研究与年龄相关的脑网络重组提供了新的见解,增强了我们对正常衰老背后的神经机制的理解。
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引用次数: 0
Intraarterial Thrombolysis as an Adjunct to Thrombectomy in Acute Ischemic Stroke: Current Status and Future Prospects 动脉内溶栓作为急性缺血性卒中取栓的辅助手段:现状和未来展望
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-03-17 DOI: 10.1111/jon.70030
Adnan I. Qureshi, Mohammed M. Al-Salihi, Ibrahim A. Bhatti, Maryam S. Al-Jebur, Ahmed Abd Elazim, Sameer A. Ansari, Daniel E. Ford, Daniel F. Hanley, Ameer E. Hassan, Pashmeen Lakhani, David R. Mehr, Thanh N. Nguyen, Alejandro M. Spiotta, William J. Powers, Syed F. Zaidi

Background and Purpose

Intraarterial thrombolysis (IAT) has been sporadically used as an adjunct to mechanical thrombectomy (MT) in acute ischemic stroke patients for nearly two decades to improve distal arterial and microvascular perfusion even in patients with near complete or complete recanalization.

Methods

We provide an overall narrative review that includes a systematic review and meta-analysis of two randomized controlled trials (RCTs), Chemical Optimization of Cerebral Embolectomy and Endovascular Recanalization in Patients with Acute Posterior Circulation Arterial Occlusion, to identify current and future implications. Risk ratios (RRs) were calculated from RCTs using a fixed-effects model. We identified 10 ongoing or planned RCTs after a search on clinicaltrials.gov and other sources, of which eight are in China, one in Europe, and one in Australia.

Results

A previous meta-analysis of 16 (predominantly observational) studies involving 7572 MT-treated patients had identified 14% higher odds of functional independence (modified Rankin scale [mRS] 0–2) at 90 days in patients treated with IAT. In the current analysis of 321 patients who underwent MT in RCTs, 165 were randomized to IAT and 156 were in the control group. The RR of achieving an mRS score of 0–1 at 90 days postrandomization was higher in patients treated with IAT compared with the control group (absolute increase of 12.87%, RR = 1.39, 95% confidence interval [CI] 1.04–1.86). The rate of symptomatic intracerebral hemorrhage (sICH) within 24 h was slightly higher (absolute increase of 1.64%, RR = 0.95, 95% CI 0.07–13.30) in patients treated with IAT. The ongoing RCTs have sample sizes ranging from 80 to 498 that can identify very large minimal clinically important differences (MCIDs) (13%–20% increase) in primary outcomes, but smaller MCIDs (<10%) that can still result in practice changes with interventions associated with low cost and complexity and are easy to implement, such as IAT, will not be identified.

Conclusions

Observational studies and recent RCTs suggest a potential benefit of IAT in improving functional outcomes among patients post-MT, although the potentially increased risk of sICH, inadequate sample sizes, and lack of data from the United States need to be considered. A large, definitive, and generalizable RCT is required to establish the therapeutic value and safety profile of IAT prior to widespread incorporation into routine practice.

近二十年来,动脉内溶栓(IAT)作为机械取栓(MT)的辅助手段在急性缺血性脑卒中患者中被零星地使用,以改善远端动脉和微血管灌注,即使是在几乎完全或完全再通的患者中也是如此。方法:我们对两项随机对照试验(RCTs)进行系统回顾和荟萃分析,即急性后循环动脉闭塞患者脑栓塞切除术和血管内再通的化学优化,以确定当前和未来的影响。使用固定效应模型从随机对照试验中计算风险比(rr)。通过检索clinicaltrials.gov和其他来源,我们确定了10项正在进行或计划进行的随机对照试验,其中8项在中国,1项在欧洲,1项在澳大利亚。先前的荟萃分析包括16项(主要是观察性)研究,涉及7572名mt治疗患者,发现IAT治疗患者90天功能独立性(修正Rankin量表[mRS] 0-2)的几率高出14%。在目前的分析中,321例接受MT的随机对照试验中,165例被随机分配到IAT组,156例被分配到对照组。与对照组相比,接受IAT治疗的患者在随机化后90天mRS评分为0-1的RR更高(绝对增加12.87%,RR = 1.39, 95%可信区间[CI] 1.04-1.86)。IAT组24 h内症状性脑出血(siich)发生率略高(绝对升高1.64%,RR = 0.95, 95% CI 0.07 ~ 13.30)。正在进行的随机对照试验的样本量从80到498不等,可以确定主要结局的非常大的最小临床重要差异(MCIDs)(增加13%-20%),但较小的MCIDs(10%)仍然可以导致实践变化,与低成本和复杂性相关的干预措施,如IAT,易于实施,将无法确定。结论:观察性研究和最近的随机对照试验表明,IAT在改善mt后患者的功能结局方面有潜在的益处,尽管需要考虑到潜在的sICH风险增加、样本量不足以及缺乏来自美国的数据。在广泛纳入常规实践之前,需要进行大规模、明确和可推广的随机对照试验来确定IAT的治疗价值和安全性。
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引用次数: 0
Systematic Review of Radiomics and Artificial Intelligence in Intracranial Aneurysm Management 放射组学和人工智能在颅内动脉瘤治疗中的系统评价
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-03-17 DOI: 10.1111/jon.70037
Monica-Rae Owens, Samuel A. Tenhoeve, Clayton Rawson, Mohammed Azab, Michael Karsy

Intracranial aneurysms, with an annual incidence of 2%–3%, reflect a rare disease associated with significant mortality and morbidity risks when ruptured. Early detection, risk stratification of high-risk subgroups, and prediction of patient outcomes are important to treatment. Radiomics is an emerging field using the quantification of medical imaging to identify parameters beyond traditional radiology interpretation that may offer diagnostic or prognostic significance. The general radiomic workflow involves image normalization and segmentation, feature extraction, feature selection or dimensional reduction, training of a predictive model, and validation of the said model. Artificial intelligence (AI) techniques have shown increasing interest in applications toward vascular pathologies, with some commercially successful software including AiDoc, RapidAI, and Viz.AI, as well as the more recent Viz Aneurysm. We performed a systematic review of 684 articles and identified 84 articles exploring the applications of radiomics and AI in aneurysm treatment. Most studies were published between 2018 and 2024, with over half of articles in 2022 and 2023. Studies included categories such as aneurysm diagnosis (25.0%), rupture risk prediction (50.0%), growth rate prediction (4.8%), hemodynamic assessment (2.4%), clinical outcome prediction (11.9%), and occlusion or stenosis assessment (6.0%). Studies utilized molecular data (2.4%), radiologic data alone (51.2%), clinical data alone (28.6%), and combined radiologic and clinical data (17.9%). These results demonstrate the current status of this emerging and exciting field. An increased pace of innovation in this space is likely with the expansion of clinical applications of radiomics and AI in multiple vascular pathologies.

颅内动脉瘤的年发病率为2%-3%,是一种罕见的疾病,破裂后具有显著的死亡率和发病率风险。早期发现、高危亚组风险分层和预测患者预后对治疗非常重要。放射组学是一个新兴的领域,它使用医学成像的量化来识别可能提供诊断或预后意义的传统放射学解释之外的参数。一般放射学工作流程包括图像归一化和分割、特征提取、特征选择或降维、预测模型的训练以及所述模型的验证。人工智能(AI)技术对血管病理学的应用越来越感兴趣,一些商业上成功的软件包括AiDoc、RapidAI和Viz.AI,以及最近的Viz动脉瘤。我们对684篇文章进行了系统回顾,并确定了84篇探讨放射组学和人工智能在动脉瘤治疗中的应用的文章。大多数研究发表在2018年至2024年之间,超过一半的文章发表在2022年和2023年。研究包括动脉瘤诊断(25.0%)、破裂风险预测(50.0%)、生长速度预测(4.8%)、血流动力学评估(2.4%)、临床结果预测(11.9%)和闭塞或狭窄评估(6.0%)等类别。研究使用了分子数据(2.4%)、单独的放射学数据(51.2%)、单独的临床数据(28.6%)以及放射学和临床联合数据(17.9%)。这些结果表明了这一新兴而激动人心的领域的现状。随着放射组学和人工智能在多种血管病变中的临床应用的扩大,这一领域的创新步伐可能会加快。
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Journal of Neuroimaging
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