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Ventral attention network connectivity differentiates radiologically isolated syndrome from multiple sclerosis: a longitudinal resting-state fMRI study. 腹侧注意网络连接区分影像学孤立综合征和多发性硬化症:一项纵向静息状态fMRI研究。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9212
María Díez-Cirarda, Jordi A Matías-Guiu, Mariano Ruiz-Ortiz, Yolanda Aladro, Constanza Cuevas, Ángela Domingo-Santos, Victoria Galán Sánchez-Seco, Andrés Labiano-Fontcuberta, Ana Gómez-López, Paula Salgado-Cámara, Lucienne Costa-Frossard, Enric Monreal, Susana Sainz de la Maza, Jorge Matías-Guiu, Lidia Gil-Martínez, Miguel Yus-Fuertes, Paloma Montero-Escribano, Maria Luisa Martínez-Ginés, Lucía Ayuso-Peralta, Helena Melero, Norberto Malpica, Julián Benito-León

Background: Radiologically Isolated Syndrome (RIS) entails incidental Multiple Sclerosis (MS)-like MRI lesions. Longitudinal fMRI could clarify brain-symptom links; however, no longitudinal resting-state fMRI studies in RIS existed until now.

Objectives: Compare 14-month clinical, neuropsychological, and resting-state functional connectivity (FC) trajectories in RIS, MS, and healthy controls (HC), and relate FC change to fatigue.

Methods: Nineteen RIS, 20 MS, and 22 HC completed baseline and 14-month assessments (fatigue, neuropsychology) and 3T MRI (rs-fMRI, 3D T1, FLAIR). FC within canonical networks and the ventral attention network (VAN) seed-to-voxel (CONN) connections were tested with a repeated-measures ANOVA (FWE-corrected). Regression analysis related to FC to fatigue; ROC curves evaluated discrimination.

Results: Fatigue rose in MS but was stable in RIS. VAN connectivity showed opposing trajectories (group × time, p < 0.001): RIS increased within-VAN (and within-DAN vs. HC), whereas MS decreased within-VAN. In MS, VAN connectivity increased with orbitofrontal and striatal regions and decreased with thalamus/caudate (FWE p<0.05). Greater increases in within-VAN and VAN-thalamus/caudate connectivity were predicted to lead to fatigue reduction. A composite VAN metric differentiated RIS from MS (AUC=0.919). Lesion volumes were unchanged.

Conclusions: RIS and MS exhibit divergent, VAN-centered FC trajectories paralleling fatigue evolution. VAN-based longitudinal FC metrics may provide sensitive, noninvasive biomarkers that complement lesion measures in early MS.

背景:放射孤立综合征(RIS)包括偶发多发性硬化症(MS)样MRI病变。纵向功能磁共振成像可以澄清脑-症状之间的联系;然而,到目前为止,还没有关于RIS的纵向静息态fMRI研究。目的:比较RIS、MS和健康对照(HC)患者14个月的临床、神经心理学和静息状态功能连接(FC)轨迹,并将FC变化与疲劳联系起来。方法:19名RIS、20名MS和22名HC完成了基线和14个月的评估(疲劳、神经心理学)和3T MRI (rs-fMRI、3D T1、FLAIR)。规范网络中的FC和腹侧注意网络(VAN)种子到体素(CONN)连接通过重复测量方差分析(fwe校正)进行测试。FC与疲劳相关的回归分析;ROC曲线评估歧视。结果:MS组疲劳加重,RIS组稳定。VAN连通性显示相反的轨迹(组×时间,p < 0.001): RIS在VAN内增加(dan内与HC相比),而MS在VAN内减少。在多发性硬化症中,VAN连通性在眶额区和纹状体区增加,在丘脑/尾状体区减少。结论:RIS和MS表现出不同的,以VAN为中心的FC轨迹平行于疲劳演化。基于van的纵向FC指标可以提供敏感的、无创的生物标志物,补充早期MS的病变测量。
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引用次数: 0
Balancing Accuracy and Precision: Optimal b-values for Diffusion Tensor Imaging Along the Perivascular Space. 平衡准确度和精密度:沿血管周围空间扩散张量成像的最佳b值。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9199
Nelly Vuong, Samo Lasič, Sara Hall, Nicola Spotorno, Danielle van Westen, Oskar Hansson, Markus Nilsson, Charalampos Georgiopoulos

Background and purpose: The glymphatic system facilitates perivascular clearance, and its dysfunction has been implicated in neurodegenerative diseases. Diffusion Tensor Imaging Along the Perivascular Space (DTI-ALPS) has been proposed as an indirect approach to assess glymphatic function, but its reliability is debated. The choice of b-value is an aspect of possible improvement. While a b-value of 1000 s/mm2 is commonly used, the optimal b-value for DTI-ALPS remains unknown. This study aims to determine the optimal b-value for DTI-ALPS.

Methods: Simulations were conducted to examine how the choice of maximum b-value influences bias, precision, and effect size of the ALPS index. DTI-ALPS was applied in a cohort of 194 participants divided into four groups: healthy controls (n=42), Parkinson's disease patients (n=119), Parkinson's disease dementia patients (n=16), and progressive supranuclear palsy patients (n=17). ALPS indices were calculated by manually placing regions of interest on projection and association fibers in each hemisphere. Group differences in ALPS indices across b-values were analyzed using mixed models.

Results: In vivo, ALPS indices were higher at a b-value of 500 and 250 s/mm2 compared to a b-value of 1000 s/mm2 in both hemispheres. Simulations indicated a bias-variance trade-off: very low b-values reduced sensitivity and compromised precision, while high b-values improved precision but reduced accuracy. The simulated effect size of the ALPS index peaked at intermediate b-values (≈700 s/mm2). In vivo, ALPS indices were lower in Parkinson's disease dementia and Progressive supranuclear palsy patients compared to healthy controls, though differences varied across b-values.

Conclusions: Both simulations and in vivo results suggest that the commonly used b-value of 1000 s/mm2 is not optimal for assessing diffusion in the perivascular spaces. Intermediate b-values at approximately 700 s/mm2 appear more suitable. However, further optimization of acquisition parameters is needed.

背景与目的:淋巴系统促进血管周围清除,其功能障碍与神经退行性疾病有关。沿血管周围空间弥散张量成像(DTI-ALPS)已被提出作为评估淋巴功能的间接方法,但其可靠性存在争议。b值的选择是可能改进的一个方面。虽然通常使用1000s /mm2的b值,但DTI-ALPS的最佳b值仍然未知。本研究旨在确定DTI-ALPS的最佳b值。方法:通过模拟来检验最大b值的选择如何影响ALPS指数的偏差、精度和效应大小。DTI-ALPS应用于194名参与者的队列,分为四组:健康对照组(n=42)、帕金森病患者(n=119)、帕金森病痴呆患者(n=16)和进行性核上性麻痹患者(n=17)。通过手动将感兴趣的区域放置在每个半球的投影和关联纤维上来计算ALPS指数。采用混合模型分析各组ALPS指数在b值上的差异。结果:在体内,与b值为1000 s/mm2时相比,在两个半球,500和250 s/mm2时的ALPS指数更高。模拟表明了偏差-方差权衡:非常低的b值降低了灵敏度和精度,而高b值提高了精度,但降低了精度。模拟的ALPS指数效应大小在中间b值处达到峰值(≈700 s/mm2)。在体内,与健康对照相比,帕金森病痴呆和进行性核上性麻痹患者的ALPS指数较低,尽管b值之间存在差异。结论:模拟和体内实验结果均表明,常用的b值1000 s/mm2不是评估血管周围空间扩散的最佳值。大约700 s/mm2的中间b值似乎更合适。然而,需要进一步优化采集参数。
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引用次数: 0
Imaging Spectrum in Scrub Typhus Neuroinfection: A South Indian Cohort Study. 恙虫病神经感染的成像谱:南印度队列研究。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9215
B S Shalini, Valakunja Harikrishna Ganaraja, Shreyas Reddy Kankara, Shravan Reddy Kankara, M Netravathi, Jitender Kumar Saini, Nagarathna Chandrashekar, Girish Bathla, Sabha Ahmed

Background and purpose: Scrub typhus is an endemic zoonosis caused by Orientia tsutsugamushi, presenting with a range of neurological manifestations. Despite its high prevalence in endemic areas and clinical relevance, a systematic description of the neuroimaging patterns remains sparse. This study emphasizes the imaging spectrum with clinic-radiological correlations of neurological manifestations of scrub typhus across three tertiary care centers in South India.

Materials and methods: This retrospective multicenter study included 55 patients with neurological symptoms and serologically confirmed scrub typhus, who underwent MRI between January 2020 and March 2025. Two experienced neuroradiologists reviewed the imaging for patterns, along with available CT imaging. Detailed demographic, clinical, and laboratory data were studied from health records.

Results: MRI abnormalities were found in 46 of the 55 patients (83.6%). Leptomeningeal enhancement was the most common observation (49.1%), primarily affecting the parieto-occipital and cerebellar sulci, and was best appreciated on post-contrast FLAIR. Encephalitic changes were seen in 16.4% with heterogeneous patterns including cortical, basal ganglia, thalamic, hippocampal, ADEM-like, and ANE-like involvement. 12.7% had cerebellitis, 9.1% had multifocal restricted diffusion, 7.3% had white matter hyperintensities, 7.3% had rhombencephalitis, and 5.5% had myelitis. Lacunar/cerebellar infarcts (5.5%), cerebral venous thrombosis (3.6%), and micro haemorrhages (9.1%) were among the vascular manifestations. Cranial nerves were involved in 5.5%. 20/28 patients (71.4%) had CT abnormalities, with diffuse cerebral edema being the most prevalent. Leptomeningeal enhancement frequently occurred with encephalitis and cerebellitis, while myelitis occurred with rhombencephalitis. ASL was performed in 6 patients, demonstrating hyperperfusion in cases of encephalitis and cerebellitis. Follow-up imaging in 7 patients revealed complete resolution of leptomeningeal and cerebellar enhancement, with variable evolution of encephalopathic changes, ranging from complete resolution to gliosis and volume loss.

Conclusions: Scrub typhus neuroinfection demonstrates a broad imaging spectrum, most frequently leptomeningeal enhancement with characteristic parieto-occipital and cerebellar predilection. MRI remains the modality of choice, though CT retains diagnostic value in acute or resource-limited settings. Recognition of these patterns in febrile patients from endemic regions can expedite diagnosis and treatment, preventing neurological sequelae.

背景与目的:恙虫病是由恙虫病东方体引起的一种地方性人畜共患病,表现为一系列神经系统症状。尽管其在流行地区的高患病率和临床相关性,神经影像学模式的系统描述仍然稀少。本研究强调在南印度的三个三级保健中心的灌木斑疹伤寒的神经学表现的影像学与临床放射相关性。材料和方法:这项回顾性多中心研究纳入了55例神经系统症状和血清学确诊的恙虫病患者,他们在2020年1月至2025年3月期间接受了MRI检查。两名经验丰富的神经放射学家检查了图像模式,以及可用的CT图像。从健康记录中研究了详细的人口统计、临床和实验室数据。结果:55例患者中MRI异常46例(83.6%)。轻脑膜增强是最常见的观察结果(49.1%),主要影响顶枕沟和小脑沟,并在对比后的FLAIR上得到最好的评价。16.4%的脑病改变具有异质性,包括皮层、基底节区、丘脑、海马、adem样和ane样受累。12.7%为小脑炎,9.1%为多灶性弥散受限,7.3%为白质高信号,7.3%为菱形脑炎,5.5%为脊髓炎。腔隙/小脑梗死(5.5%)、脑静脉血栓形成(3.6%)和微出血(9.1%)是血管表现。脑神经受累5.5%。20/28例(71.4%)患者有CT异常,以弥漫性脑水肿最为常见。脑炎和小脑炎常发生小脑膜增强,而菱形脑炎常发生脊髓炎。6例患者行ASL,脑炎和小脑炎患者表现为高灌注。7例患者的随访影像学显示小脑膜和小脑增强完全消退,脑病改变的变化从完全消退到胶质瘤和体积损失不等。结论:恙虫病神经感染表现为广泛的影像学表现,最常见的是脑膜轻脑膜增强,伴有特征性的顶枕和小脑倾向。尽管CT在急性或资源有限的情况下仍具有诊断价值,但MRI仍然是首选的方式。在流行地区的发热患者中识别这些模式可以加快诊断和治疗,防止神经系统后遗症。
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引用次数: 0
Spinal Metastasis Reporting: Evidence Based Recommendation on behalf of the American Society of Spine Radiology Education and Standards Committee. 脊柱转移报告:代表美国脊柱放射学教育和标准委员会的基于证据的建议。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9211
Rami W Eldaya, Saad Ali, Mohiuddin Hadi, Jacob W Ormsby, Sandra Abi Fadel, Mai-Lan Ho

Structured reporting in radiology is universally endorsed by the radiology societies, including American Society of Neuroradiology/American Society of Spine Radiology (ASNR/ASSR), Structured reporting offers many advantages including: standardization of reports and simplifying reports for referring providers and researchers to extract meaningful and important information. Furthermore, templates can guide radiologists by providing a "checklist" on necessary items to include in the report which can facilitate patient care and optimize patient management.Despite the known benefits of structured reporting, currently structured reporting of spinal metastasis continues to lack. This is explained by many factors including complexity of spinal metastasis, variability of its appearance based on primaries, multiplicity of lesions/variable extent of disease, and technical differences among MRI acquisition protocols between institutions.In this white paper from the American Society of Spine Radiology Education and Standards, we aim to provide a recommended structured reporting of spinal metastasis highlighting pertinent observations that are needed in reporting metastasis, reflecting relevance of radiology report to recent advances in treatment modalities, discussing advanced and emerging imaging modalities, and finally touching briefly on follow up recommendations and challenges.

放射学结构化报告得到了包括美国神经放射学会/美国脊柱放射学会(ASNR/ASSR)在内的放射学学会的普遍认可,结构化报告提供了许多优势,包括:报告标准化和简化报告,供转诊提供者和研究人员提取有意义和重要的信息。此外,模板可以通过提供必要项目的“清单”来指导放射科医生,这些项目可以包括在报告中,从而促进患者护理和优化患者管理。尽管结构化报告具有众所周知的好处,但目前对脊柱转移的结构化报告仍然缺乏。这可以用许多因素来解释,包括脊柱转移的复杂性,其基于原发灶的变异性,病变的多样性/疾病的不同程度,以及不同机构之间MRI采集方案的技术差异。在这篇来自美国脊柱放射学教育与标准协会的白皮书中,我们旨在提供一份推荐的脊柱转移的结构化报告,突出报告转移所需的相关观察,反映放射学报告与治疗方式最新进展的相关性,讨论先进和新兴的成像方式,最后简要介绍后续建议和挑战。
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引用次数: 0
High-Resolution MRI Using Artificial Intelligence-Assisted Acceleration and Radial Dynamic Contrast Enhancement for Improved Detection of Pituitary Microadenomas in Cushing's Disease. 使用人工智能辅助加速和径向动态对比增强的高分辨率MRI改善对库欣病垂体微腺瘤的检测。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9200
Shanshan Liu, Xuwen Zhang, Qiang Fang, Meng Zhao, Yijia Zeng, Qichao Qi, Shilei Ni, Jingzhen He

Background and purpose: Accurate detection of pituitary microadenomas is critical for the diagnosis and treatment of Cushing's disease (CD). However, conventional MRI often has limited resolution and thick slices, leading to missed lesions and suboptimal surgical planning. This study investigates the diagnostic utility of artificial intelligence-assisted compressed sensing (ACS) applied to conventional anatomical MRI, combined with DCE-MRI using united Compressed Sensing with Radial Acquisition (uCSR), aiming to improve spatial resolution and lesion detection without prolonging scan time, while uCSR enhances temporal resolution and motion robustness in dynamic contrast imaging.

Materials and methods: This prospective study included 61 patients with surgically confirmed Cushing's disease who underwent both conventional and ACS-accelerated MRI sequences, including T2WI, contrast-enhanced T1-weighted imaging (T1WI-C), and delayed FLAIR, along with DCE-MRI using uCSR technique. Image quality assessments and lesion detection rates were compared. Pharmacokinetic parameters (Ktrans, Kep, Ve) derived from DCE were evaluated across lesion types.

Results: A total of 61 patients (median age, 42 years old; 56% female) were included, with 71 lesions identified, including 9 patients with multiple lesions and 2 patients with ectopic lesions. ACS-T1WI-C achieved higher image clarity scores compared with conventional T1WI-C (4.7 ± 0.3 vs 4.1 ± 0.6; P < 0.001) and higher signal-to-noise ratio (SNR, 30.1 ± 3.4 vs 22.3 ± 2.4; P < 0.001). Similarly, ACS-T2WI showed higher contrast-to-noise ratio (CNR, 12.4 ± 3.1 vs 8.5 ± 2.3; P < 0.001). Across all sequences, the combination of ACS-T1WI-C and delayed FLAIR detected all 71 lesions, corresponding to a sensitivity of 94.9% and specificity of 93.5%, significantly higher than conventional sequences (P < 0.001). Interobserver agreement for lesion detection was excellent (κ = 0.91) for ACS sequences. Multiple lesions (14.7%) showed significant pharmacokinetic differences; adrenocorticotropic hormone (ACTH)-secreting adenomas demonstrated significantly lower Ktrans and Kep compared with Rathke's cysts and non-functional adenomas (P < 0.01).

Conclusion: ACS significantly improves image quality and lesion detection in CD, providing high-resolution imaging without extending acquisition time. uCSR-based DCE-MRI further aids lesion-type differentiation, contributing to more accurate preoperative localization and diagnosis.

背景与目的:准确检测垂体微腺瘤对库欣病(CD)的诊断和治疗至关重要。然而,传统的MRI通常分辨率有限,切片较厚,导致遗漏病变和不理想的手术计划。本研究探讨了人工智能辅助压缩感知(ACS)在常规解剖MRI中的诊断应用,并结合DCE-MRI使用联合压缩感知与径向采集(uCSR),旨在提高空间分辨率和病变检测,而不延长扫描时间,而uCSR增强了动态对比成像的时间分辨率和运动鲁棒性。材料和方法:这项前瞻性研究纳入了61例手术确诊的库欣病患者,他们接受了常规和acs加速MRI序列,包括T2WI、对比增强t1加权成像(T1WI-C)、延迟FLAIR,以及使用uCSR技术的DCE-MRI。比较图像质量评价和病变检出率。从DCE得到的药代动力学参数(Ktrans, Kep, Ve)在不同的病变类型中进行了评估。结果:共纳入61例患者(中位年龄42岁,女性占56%),共发现71个病变,其中多发病变9例,异位病变2例。与传统T1WI-C相比,ACS-T1WI-C的图像清晰度评分更高(4.7±0.3 vs 4.1±0.6,P < 0.001),信噪比更高(信噪比,30.1±3.4 vs 22.3±2.4,P < 0.001)。同样,ACS-T2WI显示更高的噪比(CNR, 12.4±3.1 vs 8.5±2.3;P < 0.001)。在所有序列中,ACS-T1WI-C和延迟FLAIR联合检测所有71个病变,对应的灵敏度为94.9%,特异性为93.5%,显著高于常规序列(P < 0.001)。ACS序列病变检测的观察者间一致性极好(κ = 0.91)。多发病变(14.7%)的药代动力学差异显著;促肾上腺皮质激素(ACTH)分泌腺瘤与Rathke囊肿和无功能腺瘤相比,Ktrans和Kep显著降低(P < 0.01)。结论:ACS显著提高了CD的图像质量和病变检出率,在不延长采集时间的情况下提供高分辨率成像。基于ucsr的DCE-MRI进一步有助于病变类型的区分,有助于更准确的术前定位和诊断。
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引用次数: 0
Role of computed tomography perfusion in acute diagnosis of patients with cerebral venous thrombosis. ct灌注在脑静脉血栓急性诊断中的作用。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9220
Luis Mena Romo, Beng Lim Alvin Chew, Md Golam Hasnain, James Thomas, Octavio Garcia Silva, Afshin Bohrani-Haghighi, Cecilia Ostman, Neil J Spratt, Mark W Parsons, Carlos Garcia-Esperon

The diagnostic yield of CTP for cerebral venous thrombosis (CVT) is uncertain. We aimed to estimate the sensitivity, specificity, predictive values and area under the curve (AUC) of CTP for CVT diagnosis, hypothesizing that CTP review would increase CVT diagnosis accuracy. Retrospective analysis of patients with stroke-like symptoms undergoing brain NCCT, CTA and CTP at a single centre. Patients with a final diagnosis of CVT (8) were analyzed together with a control group (40, 5:1 ratio) by three neurologists blinded to diagnosis. Brain NCCT+/-CTA showed poor sensitivity (37.5%) with high specificity (100%) for CVT diagnosis, which increased to 50% and 100% respectively after additional review of all the CTP maps. The discrimination of brain NCCT+/-CTA for CVT was moderate, AUC of 68.8 (95% CI: 50.8-86.7), increasing to AUC of 75 (95% CI: 56.5-93.5) after adding all the CTP maps reviews.

CTP对脑静脉血栓(CVT)的诊断率尚不确定。我们的目的是估计CTP诊断CVT的敏感性、特异性、预测值和曲线下面积(AUC),假设CTP检查可以提高CVT诊断的准确性。卒中样症状患者在同一中心接受脑NCCT、CTA和CTP的回顾性分析最终诊断为CVT的患者(8例)与对照组(40例,比例为5:1)由三名不知情的神经科医生进行分析。脑NCCT+/-CTA对CVT的诊断敏感性低(37.5%),特异性高(100%),在对所有CTP图进行进一步检查后,特异性分别提高到50%和100%。脑NCCT+/-CTA对CVT的鉴别中等,AUC为68.8 (95% CI: 50.8 ~ 86.7),添加所有CTP图评价后AUC增加至75 (95% CI: 56.5 ~ 93.5)。
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引用次数: 0
Evaluating Sociodemographic Biases in Artificial Intelligence-Based Glioblastoma Response Assessment Algorithms. 评估基于人工智能的胶质母细胞瘤反应评估算法中的社会人口统计学偏差。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9217
Rachel S Lee, Dominic LaBella, Jikai Zhang, Kirti Magudia, Evan Calabrese

Background and purpose: Recent studies have demonstrated bias in various medical imaging artificial intelligence (AI) models, yet the factors underpinning these biases remain relatively unclear. This study evaluated potential sociodemographic biases in AI-based glioblastoma MRI segmentation models trained on datasets varying in size and demographic composition. We evaluated four nnUNet models with different training datasets: (1) the Federated Tumor Segmentation postoperative (FeTS2) model trained on a large (>10k exams) multi-national, multi-institution dataset, (2) the Brain Tumor Segmentation (BraTS) 2024 postoperative glioma model trained on a moderate size (>2k exams) multi-institution, North American dataset, (3) a model trained on a small (>200 exams), private, demographically homogenous, single-institution dataset, and (4) a model trained on an equally small (>200 exams), but demographically heterogenous dataset.

Materials and methods: Models were evaluated for bias using an independent, manually corrected dataset of 480 patients (mean age 52 ± 14) that was prospectively collected from a single high-volume academic brain tumor center. Automated FLAIR and enhancing tumor segmentations from the AI models were evaluated using Dice scores. Sociodemographic factors were collected and analyzed using beta regression to assess their influence on model performance.

Results: The model trained exclusively on White, non-Hispanic males had the lowest overall Dice scores (0.943 for FLAIR, 0.909 for Enhancement) and exhibited biases in age and smoking status. The BraTS model demonstrated the highest Dice scores (0.996 for FLAIR, 0.999 for Enhancement) and had the least bias overall.

Conclusions: Demographic bias was relatively low in glioblastoma MRI segmentation models. The model trained on the smallest and most homogenous dataset exhibited the most bias. Greater demographic heterogeneity even without increasing training dataset size was associated with reduced bias. The BraTS model, trained on a moderate-sized cohort that included more diverse tumor types, performed better and demonstrated less bias than the FeTS2 model, despite the FeTS2 being trained on the largest dataset.

背景和目的:最近的研究表明,各种医学成像人工智能(AI)模型存在偏见,但支撑这些偏见的因素仍相对不清楚。本研究评估了基于人工智能的胶质母细胞瘤MRI分割模型中潜在的社会人口统计学偏差,这些模型训练于不同大小和人口统计学组成的数据集上。我们用不同的训练数据集评估了四种nnUNet模型:(1)在大型(>0万次考试)跨国、多机构数据集上训练的联邦肿瘤分割术后(FeTS2)模型,(2)在中等规模(>2k次考试)多机构北美数据集上训练的脑肿瘤分割(BraTS) 2024术后胶质瘤模型,(3)在小型(>200次考试)私人、人口统计学同质的单机构数据集上训练的模型,以及(4)在同样小的(>200次考试)上训练的模型。但是人口统计数据是异构的。材料和方法:使用独立的人工校正数据集评估模型的偏倚,该数据集包括480例患者(平均年龄52±14岁),该数据集前瞻性地从单个高容量学术脑肿瘤中心收集。使用Dice分数对AI模型的自动FLAIR和增强肿瘤分割进行评估。收集社会人口因素并使用beta回归分析,以评估其对模型性能的影响。结果:只训练白人、非西班牙裔男性的模型的Dice总分最低(FLAIR为0.943,Enhancement为0.909),并且在年龄和吸烟状况上存在偏差。BraTS模型的Dice得分最高(FLAIR为0.996,Enhancement为0.999),总体偏差最小。结论:在胶质母细胞瘤MRI分割模型中,人口统计学偏差相对较低。在最小和最均匀的数据集上训练的模型显示出最大的偏差。即使没有增加训练数据集的规模,更大的人口统计学异质性也与减少偏倚有关。尽管FeTS2是在最大的数据集上训练的,但BraTS模型在中等规模的队列中训练,其中包括更多样化的肿瘤类型,表现出比FeTS2模型更好的表现和更小的偏差。
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引用次数: 0
Tenecteplase versus Alteplase as Bridging Thrombolysis before Mechanical Thrombectomy for Medium and Distal Vessel Occlusions. Tenecteplase与Alteplase在机械取栓前桥接溶栓治疗中、远端血管闭塞。
Pub Date : 2026-02-09 DOI: 10.3174/ajnr.A9219
Luca Scarcia, Gaspard Gerschenfeld, Sonia Alamowitch, Nicolas Chausson, Jildaz Caroff, Stéphane Olindo, Gaultier Marnat, Fernando Pico, Wagih Ben Hassen, Pierre Seners, Michel Piotin, Erwah Kalsoum, Julien Allard, Guillaume Turc, Frédéric Clarençon

Background and purpose: The safety and efficacy of intravenous tenecteplase in acute ischemic stroke patients with primary medium and distal vessel occlusions (MDVO) selected for mechanical thrombectomy remain an area of active investigation. This observational study aimed to compare tenecteplase and alteplase in MDVO patients treated with mechanical thrombectomy (MT).

Methods: A retrospective, propensity score-weighted analysis of two cohorts: patients with patients with primary MDVO who received bridging intravenous thrombolysis prior to MT, from the multicenter TETRIS registry treated with tenecteplase, and patients from a tertiary center cohort treated with alteplase. The primary outcome was a modified Rankin Scale (mRS) score of 0-2 at 90 days. Secondary outcomes included mortality, symptomatic intracranial hemorrhage (sICH), and early and final successful reperfusion rates, assessed using the extended Thrombolysis in Cerebral Infarction (eTICI) 2b-3 scale.

Results: We included 110 patients, 65 receiving tenecteplase and 45 receiving alteplase. mRS 0-2 at 90 days was achieved in 53.8% of tenecteplase-treated patients versus 48.9% of alteplase-treated patients (p = 0.41). Mortality and sICH rates were similar between groups (12.3% vs. 13.3%, p=0.68; 3.1% vs. 0%, p = 0.51, respectively). There was no significant difference in early reperfusion between tenecteplase and alteplase (40.2% vs. 31.1%; p = 0.53). Final successful reperfusion did not significantly differ (80.4% vs. 88.9%; p = 0.28).

Discussion and conclusion: In MDVO, tenecteplase yielded comparable safety and functional outcomes to alteplase, without statistically significant differences in early or final reperfusion. In light of recent trials questioning the benefit of MT in MDVO, these data suggest comparable safety and functional outcomes between tenecteplase and alteplase as bridging thrombolysis prior to mechanical thrombectomy, within the limits of this observational study.

背景与目的:静脉注射替奈普酶治疗急性缺血性卒中中、远端血管闭塞(MDVO)患者机械取栓的安全性和有效性仍然是一个积极研究的领域。这项观察性研究旨在比较机械取栓(MT)治疗MDVO患者的替替普酶和阿替普酶。方法:对两组患者进行回顾性倾向评分加权分析:一组是多中心TETRIS注册中心接受替奈普酶治疗的原发性MDVO患者,另一组是接受阿替普酶治疗的三级中心队列患者。主要终点是90天时的改良Rankin量表(mRS)评分0-2分。次要结局包括死亡率、症状性颅内出血(sICH)、早期和最终成功再灌注率,采用扩展的脑梗死溶栓(eTICI) 2b-3量表进行评估。结果:纳入110例患者,65例接受替奈普酶治疗,45例接受阿替普酶治疗。53.8%的替奈替酶治疗患者在90天达到了0-2 mRS,而48.9%的阿替普酶治疗患者(p = 0.41)。两组间死亡率和siich发生率相似(分别为12.3%对13.3%,p=0.68; 3.1%对0%,p= 0.51)。替奈普酶与阿替普酶在早期再灌注方面无显著差异(40.2% vs. 31.1%; p = 0.53)。最终再灌注成功无显著差异(80.4% vs. 88.9%; p = 0.28)。讨论和结论:在MDVO中,替奈普酶的安全性和功能结果与阿替普酶相当,在早期或最终再灌注方面无统计学差异。鉴于最近的试验质疑MT治疗MDVO的益处,这些数据表明,在本观察性研究的范围内,替奈普酶和阿替普酶作为机械取栓前桥接溶栓的安全性和功能结果相当。
{"title":"Tenecteplase versus Alteplase as Bridging Thrombolysis before Mechanical Thrombectomy for Medium and Distal Vessel Occlusions.","authors":"Luca Scarcia, Gaspard Gerschenfeld, Sonia Alamowitch, Nicolas Chausson, Jildaz Caroff, Stéphane Olindo, Gaultier Marnat, Fernando Pico, Wagih Ben Hassen, Pierre Seners, Michel Piotin, Erwah Kalsoum, Julien Allard, Guillaume Turc, Frédéric Clarençon","doi":"10.3174/ajnr.A9219","DOIUrl":"https://doi.org/10.3174/ajnr.A9219","url":null,"abstract":"<p><strong>Background and purpose: </strong>The safety and efficacy of intravenous tenecteplase in acute ischemic stroke patients with <b>primary medium and distal vessel occlusions (MDVO) selected for mechanical thrombectomy</b> remain an area of active investigation. This observational study aimed to compare tenecteplase and alteplase in MDVO patients treated with mechanical thrombectomy (MT).</p><p><strong>Methods: </strong>A retrospective, propensity score-weighted analysis of two cohorts: patients with patients with <b>primary</b> MDVO <b>who received bridging intravenous thrombolysis prior to MT</b>, from the multicenter TETRIS registry treated with tenecteplase, and patients from a tertiary center cohort treated with alteplase. The primary outcome was a modified Rankin Scale (mRS) score of 0-2 at 90 days. Secondary outcomes included mortality, symptomatic intracranial hemorrhage (sICH), and early and final successful reperfusion rates, assessed using the extended Thrombolysis in Cerebral Infarction (eTICI) 2b-3 scale.</p><p><strong>Results: </strong>We included 110 patients, 65 receiving tenecteplase and 45 receiving alteplase. mRS 0-2 at 90 days was achieved in 53.8% of tenecteplase-treated patients versus 48.9% of alteplase-treated patients (p = 0.41). Mortality and sICH rates were similar between groups (12.3% vs. 13.3%, p=0.68; 3.1% vs. 0%, p = 0.51, respectively). There was no significant difference in early reperfusion between tenecteplase and alteplase (40.2% vs. 31.1%; p = 0.53). Final successful reperfusion did not significantly differ (80.4% vs. 88.9%; p = 0.28).</p><p><strong>Discussion and conclusion: </strong>In MDVO, tenecteplase yielded comparable safety and functional outcomes to alteplase, without statistically significant differences in early or final reperfusion. In light of recent trials questioning the benefit of MT in MDVO, these data <b>suggest comparable safety and functional outcomes between tenecteplase and alteplase as bridging thrombolysis prior to mechanical thrombectomy</b>, within the limits of this observational study.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146151429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Approach to the Diagnosis of Idiopathic Intracranial Hypertension: Non-Invasive Assessment Using MRI-Based CSF Flow Rigidity Index and Conventional MRI-Derived IIH-MR Score. 一种诊断特发性颅内高压的新方法:使用基于mri的脑脊液流动刚度指数和传统mri衍生的ihi - mr评分进行无创评估。
Pub Date : 2026-02-07 DOI: 10.3174/ajnr.A9210
Ahmet Baytok, Vuslat Nur Yigiter, Tugbanur Baytok, Halil Özer, Ayse Ari, Nusret Seher, Seyit Erol, İsmail Dilek, Gökhan Ecer, Cihat Ozguncu, Hakan Cebeci

Background and purpose: Idiopathic intracranial hypertension (IIH) is a condition marked by elevated intracranial pressure, often leading to vision loss if untreated. While cerebrospinal fluid (CSF) opening pressure is a primary diagnostic criterion, it lacks sensitivity in normotensive cases. This study aimed to develop a non-invasive, imaging-based diagnostic model integrating a novel MRI-Rigidity Index (MRI-RI) and a conventional MRI-derived IIH-MR Score to assess intracranial rigidity and improve diagnostic accuracy across the IIH spectrum.

Materials and methods: Sixty-one participants were prospectively analyzed and divided into three groups: confirmed IIH (n=23), normotensive with IIH-compatible imaging (n=18), and healthy controls (n=20). The male-to-female distribution was 7/16 in Group 1, 5/13 in Group 2, and 8/12 in Group 3. All subjects underwent 1.5T MRI, including structural sequences and phase-contrast (PC) CSF flow imaging. The MRI-RI was calculated as Vmax2 × |NFV|/Vmean, where Vmax reflects peak CSF flow velocity, Vmean represents mean flow velocity, and |NFV| denotes the net cerebrospinal fluid displacement per cardiac cycle, calculated as a magnitude-based volumetric measure independent of flow direction. A six-parameter IIH-MR Score (range: 0-10) quantified perioptic CSF distension, Meckel's cave size, sella morphology, optic disc protrusion, optic nerve tortuosity, and posterior scleral flattening. Interobserver agreement, intergroup comparisons, ROC analysis, and correlation with CSF pressure were performed.

Results: MRI-RI and IIH-MR Scores differed significantly across groups (p<0.001), with the highest values in confirmed IIH and the lowest in controls. A total MRI score ≥6 yielded 100% sensitivity and 92% specificity for detecting elevated CSF pressure; ≥7 provided 100% specificity. MRI-RI was notably elevated in normotensive patients with IIH-compatible features. Strong correlations were found between total MRI score and CSF pressure (r=0.85), and MRI-RI (r=0.66). Interobserver agreement was excellent (ICC=0.88-0.96; kappa=0.76-0.91).

Conclusion: The combined use of MRI-RI and IIH-MR Score allows comprehensive, non-invasive evaluation of intracranial rigidity in IIH. MRI-RI may detect early mechanical alterations even in normotensive patients, while IIH-MR Score offers structurally grounded diagnostic support. These tools may enhance early diagnosis and reduce the need for lumbar puncture in selected cases.

背景和目的:特发性颅内高压(IIH)是一种以颅内压升高为特征的疾病,如果不治疗通常会导致视力丧失。脑脊液(CSF)开口压力是主要的诊断标准,但在血压正常的病例中缺乏敏感性。本研究旨在开发一种非侵入性的、基于成像的诊断模型,将一种新的mri刚性指数(MRI-RI)和传统的mri衍生的IIH- mr评分整合在一起,以评估颅内刚性并提高整个IIH谱的诊断准确性。材料与方法:对61名参与者进行前瞻性分析,并将其分为三组:确诊的IIH组(n=23)、与IIH相容的正常血压组(n=18)和健康对照组(n=20)。1组男女比例为7/16,2组为5/13,3组为8/12。所有受试者均行1.5T MRI,包括结构序列和相衬(PC)脑脊液血流成像。mri计算为Vmax2 × |NFV|/Vmean,其中Vmax反映脑脊液峰值流速,Vmean表示平均流速,|NFV|表示每个心周期的净脑脊液位移,作为独立于血流方向的基于幅度的容积测量来计算。六参数ihi - mr评分(范围:0-10)量化视周脑脊液扩张、Meckel's穴大小、蝶鞍形态、视盘突出、视神经扭曲和后巩膜扁平。观察者间一致、组间比较、ROC分析以及与脑脊液压力的相关性。结果:MRI-RI和IIH- mr评分在各组间差异显著(p结论:MRI-RI和IIH- mr评分联合使用可以全面,无创地评估IIH患者的颅内硬度。即使在血压正常的患者中,mri也可以检测到早期机械改变,而ihi - mr评分提供了基于结构的诊断支持。这些工具可以提高早期诊断和减少需要腰椎穿刺在选定的情况下。
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引用次数: 0
Presence of Collaterals from the Contralateral Hemisphere on Preoperative Angiogram Predicts Failure of Encephalo-Duro Arterio-Synangiosis (EDAS) in Adult Moyamoya Patients. 术前血管造影显示对侧半球侧支可预测成年烟雾病患者脑-硬动脉-合并症(EDAS)的失败。
Pub Date : 2026-02-07 DOI: 10.3174/ajnr.A9197
Omar Alwakaa, Shashvat Purohit, Tzak S Lau, Jean Filo, Felipe Ramirez-Velandia, Justin H Granstein, Philipp Taussky, Christopher S Ogilvy

Background and purpose: Moyamoya disease (MMD) is characterized by chronic progressive stenosis of intracranial vessels and subsequent formation of abnormal collateral vessel networks. Indirect revascularization techniques, such as encephalo-duro-arterio-synangiosis (EDAS), promote angiogenesis to restore perfusion but have variable success rates. This study aimed to identify clinical and radiographic predictors of successful collateral vessel ingrowth after EDAS, emphasizing the role of contralateral interhemispheric collaterals.

Materials and methods: We conducted a single-center retrospective analysis of cerebral hemispheres from adult MMD patients who underwent EDAS. We assessed demographic characteristics, clinical presentation, procedural details, clinical and radiographic outcomes. Angiographic outcomes were assessed using the Orbital Grading System. Univariate analysis was performed to identify factors associated with favorable postoperative collateral development. Consequently, preoperative contralateral interhemispheric collateralization was quantitatively evaluated through pixel density analysis on digital subtraction angiography (DSA), comparing the moyamoya-affected hemisphere to the contralateral hemisphere.

Results: 61 MMD hemispheres of 43 adult patients were included in the study. Median times to last clinical and angiographic follow up were 29.9 months and 13.6 months, respectively. Higher Suzuki-stages (V and VI; p=<0.01), occlusions of the anterior cerebral artery (ACA; p=0.03) and internal carotid artery (ICA; p=0.048) were associated with superior postoperative collateralization. The presence of robust contralateral collaterals on preoperative angiography significantly predicted poor postoperative neovascularization (p=0.01). Pixel density analysis showed that increased pixel density ratios of moyamoya-affected hemisphere to contralateral hemisphere significantly correlated with reduced postoperative collateral vessel formation (Orbital Grading System, OR=130.94, p=0.008; Matsushima grading system, OR=52.09, p=0.018).

Conclusion: Higher Suzuki-stages, ACA and ICA occlusion predict successful neovascularization after EDAS. The presence of robust preoperative contralateral interhemispheric collaterals is an important predictor of poor collateral vessel ingrowth following EDAS. This finding suggests that such collateralization might reduce the local ischemic stimulus required for effective indirect revascularization. These findings could refine surgical decision-making by identifying patients who may be less likely to benefit from EDAS.

背景与目的:烟雾病(MMD)的特点是慢性进行性颅内血管狭窄,随后形成异常侧支血管网络。间接血运重建技术,如脑硬动脉合并(EDAS),促进血管生成以恢复灌注,但成功率不同。本研究旨在确定EDAS后侧支血管成功生长的临床和影像学预测因素,强调对侧半球间侧支的作用。材料和方法:我们对接受EDAS治疗的成年烟雾病患者的大脑半球进行了单中心回顾性分析。我们评估了人口学特征、临床表现、手术细节、临床和影像学结果。血管造影结果采用眼眶分级系统进行评估。进行单因素分析以确定与术后侧枝发育良好相关的因素。因此,术前通过数字减影血管造影(DSA)像素密度分析定量评估对侧半球间侧支,比较烟雾病影响的半球和对侧半球。结果:43例成人患者的61个MMD半球被纳入研究。最后一次临床随访和血管造影随访的中位时间分别为29.9个月和13.6个月。较高的铃木分期(V和VI期,p=p=0.03)和颈内动脉(ICA, p=0.048)与术后侧支优势相关。术前血管造影显示强健的对侧侧枝明显预示术后新生血管不良(p=0.01)。像素密度分析显示,烟雾病半球与对侧半球像素密度比的增加与术后侧支血管形成减少显著相关(Orbital分级系统,OR=130.94, p=0.008; Matsushima分级系统,OR=52.09, p=0.018)。结论:较高的铃木分期、ACA和ICA闭塞可预测EDAS后新生血管的成功形成。术前强健的对侧半球间侧支的存在是EDAS后侧支血管生长不良的重要预测因素。这一发现表明,这种侧支可能会减少有效间接血运重建所需的局部缺血刺激。这些发现可以通过识别不太可能从EDAS中获益的患者来改进手术决策。
{"title":"Presence of Collaterals from the Contralateral Hemisphere on Preoperative Angiogram Predicts Failure of Encephalo-Duro Arterio-Synangiosis (EDAS) in Adult Moyamoya Patients.","authors":"Omar Alwakaa, Shashvat Purohit, Tzak S Lau, Jean Filo, Felipe Ramirez-Velandia, Justin H Granstein, Philipp Taussky, Christopher S Ogilvy","doi":"10.3174/ajnr.A9197","DOIUrl":"https://doi.org/10.3174/ajnr.A9197","url":null,"abstract":"<p><strong>Background and purpose: </strong>Moyamoya disease (MMD) is characterized by chronic progressive stenosis of intracranial vessels and subsequent formation of abnormal collateral vessel networks. Indirect revascularization techniques, such as encephalo-duro-arterio-synangiosis (EDAS), promote angiogenesis to restore perfusion but have variable success rates. This study aimed to identify clinical and radiographic predictors of successful collateral vessel ingrowth after EDAS, emphasizing the role of contralateral interhemispheric collaterals.</p><p><strong>Materials and methods: </strong>We conducted a single-center retrospective analysis of cerebral hemispheres from adult MMD patients who underwent EDAS. We assessed demographic characteristics, clinical presentation, procedural details, clinical and radiographic outcomes. Angiographic outcomes were assessed using the Orbital Grading System. Univariate analysis was performed to identify factors associated with favorable postoperative collateral development. Consequently, preoperative contralateral interhemispheric collateralization was quantitatively evaluated through pixel density analysis on digital subtraction angiography (DSA), comparing the moyamoya-affected hemisphere to the contralateral hemisphere.</p><p><strong>Results: </strong>61 MMD hemispheres of 43 adult patients were included in the study. Median times to last clinical and angiographic follow up were 29.9 months and 13.6 months, respectively. Higher Suzuki-stages (V and VI; <i>p</i>=<0.01), occlusions of the anterior cerebral artery (ACA; <i>p</i>=0.03) and internal carotid artery (ICA; <i>p</i>=0.048) were associated with superior postoperative collateralization. The presence of robust contralateral collaterals on preoperative angiography significantly predicted poor postoperative neovascularization (<i>p</i>=0.01). Pixel density analysis showed that increased pixel density ratios of moyamoya-affected hemisphere to contralateral hemisphere significantly correlated with reduced postoperative collateral vessel formation (Orbital Grading System, OR=130.94, <i>p</i>=0.008; Matsushima grading system, OR=52.09, <i>p</i>=0.018).</p><p><strong>Conclusion: </strong>Higher Suzuki-stages, ACA and ICA occlusion predict successful neovascularization after EDAS. The presence of robust preoperative contralateral interhemispheric collaterals is an important predictor of poor collateral vessel ingrowth following EDAS. This finding suggests that such collateralization might reduce the local ischemic stimulus required for effective indirect revascularization. These findings could refine surgical decision-making by identifying patients who may be less likely to benefit from EDAS.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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AJNR. American journal of neuroradiology
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