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Choroid Plexus Enlargement in Multiple Sclerosis Correlates with Cortical and Phase Rim Lesions on 7T MRI and Predicts Progression Independent of Relapse Activity. 多发性硬化症脉络膜丛扩大与7-T MRI上的皮质和期缘病变相关,并预测与复发无关的进展。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8983
Elena Barbuti, Allegra Conti, Constantina A Treaba, Alessandro Miscioscia, Valeria T Barletta, Elena Herranz, Jacob A Sloane, Eric C Klawiter, Nicola Toschi, Caterina Mainero

Background and purpose: In multiple sclerosis, the choroid plexus is thought to promote and sustain the disease immunopathologic inflammatory process. However, its association with cortical pathology and disease progression is still uncertain. We aimed to characterize choroid plexus enlargement and evolution in MS and its relationship with imaging markers of compartmentalized inflammation and clinical outcome.

Materials and methods: One hundred patients with MS (74 relapsing-remitting [RRMS]; 26 secondary-progressive MS [SPMS] and 41 matched healthy controls (HC) underwent 3T MRI to measure brain volumes and 7T MRI for cortical and WM lesions, including paramagnetic rim lesion (PRL) segmentation. Choroid plexus volumes of the lateral ventricles were manually edited from FreeSurfer segmentation by 1 neurologist and normalized by total intracranial volume to estimate the choroid plexus ratio (CPR). The Expanded Disability Status Scale was assessed at baseline and longitudinally in 71 patients, 43 of whom had a follow-up MRI at 1.5 years. An extreme gradient boosting algorithm estimated the importance of CPR, alongside other imaging markers, in predicting disease phenotype (RRMS versus SPMS) and progression independent of relapse activity.

Results: Relative to HC, CPR was higher in patients (11.66 [3.21] versus 14.98 [4.37] × 10-4, P = .001), both in RRMS and SPMS (P = .007, P = .003), and there was a mean ∼4% increase per year in CPR at follow-up, though it was not significant[ (P = .14). Choroid plexus enlargement correlated with greater PRL and cortical lesion volumes (r = 0.35, P < .001). CPR did not discriminate MS phenotype but predicted progression independent of relapse activity alongside CSF subarachnoid space volume, PRL, and cortical lesion volumes (median [median absolute deviation] area under the curve 0.71 [0.12], accuracy 0.74 [0.10], sensitivity 0.81 [0.12], and specificity of 0.52 [0.22]).

Conclusions: In MS, a CPR increase relates to imaging markers of compartmentalized disease activity including cortical lesions and PRLs and is a critical predictor of disease progression. Our findings could provide the rationale for implementing CPR estimation for prognosis prediction in MS.

背景和目的:在多发性硬化症(MS)中,脉络膜丛被认为促进和维持疾病的免疫病理炎症过程。然而,其与皮质病理和疾病进展的关系仍不确定。我们的目的是表征MS的脉络膜丛扩大和进化,其与区隔性炎症和临床结果的成像标志物的关系。材料和方法:100例MS患者(74例复发缓解型,26例继发性进展型,RRMS, SPMS)和41例匹配的健康对照(HC)接受了3-T MRI测量脑容量和7-T MRI检查皮质和WM病变,包括顺磁边缘病变(PRL),分割。侧脑室脉络膜丛体积由一位神经科医生从FreeSurfer分割中手工编辑,并通过总颅内体积归一化来估计脉络膜丛比(CPR)。扩展残疾状态量表在基线和纵向上对71例患者进行评估,其中43例在1.5年随访MRI。一种极端梯度增强算法估计了CPR与其他成像标记在预测疾病表型(RRMS vs SPMS)和独立于复发活动的进展(PIRA)方面的重要性。结果:与HC相比,RRMS和SPMS患者的CPR更高(11.66 (3.21)vs 14.98 (4.37) x 10-4, p=0.001) (p=0.007, p=0.003),随访时CPR平均每年增加4%,但不显著(p=0.14)。脉络膜丛增大与PRL和皮质病变体积增大相关(r=0.35)。结论:在MS中,CPR增加与区隔性疾病活动的影像学标志物相关,包括皮质病变和PRL,是疾病进展的重要预测指标。缩写词:MS,多发性硬化症,HC,健康对照,PRL,顺磁环病变,CPR,脉络膜丛比率,PIRA,独立于复发活动的进展,RRMS,复发-缓解型MS, SPMS,继发进行性MS, XGBoost,极端梯度增强,EDSS,扩展残疾状态量表,CDP,确认残疾进展。
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引用次数: 0
Comparative Accuracy of 18-Gauge versus 20-Gauge Ultrasound-Guided Fine-Needle Aspiration in the Detection of Persistent Lymph Node Metastasis in Head and Neck Squamous Cell Carcinoma after Chemoradiation. 18针与20针超声引导下细针穿刺检测头颈部鳞状细胞癌放化疗后淋巴结转移的准确性比较。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8990
Jolee Nguyen, Dharti Patel, Kinsey Lano, Shehbaz Ansari, Ethan Wang, Megha Yadav, Maura Gillison, Stephen Lai, C D Fuller, Amy Moreno, Maria K Gule-Monroe, Jason M Johnson

Background and purpose: Viable malignant disease is uncommon in patients with persistent adenopathy after definitive chemoradiotherapy (CRT) for head and neck squamous cell carcinoma (HNSCC). Preoperative ultrasound-guided fine-needle aspiration (USFNA) can prevent unnecessary neck dissection. Postradiation fibrosis can complicate the approach, resulting in an inadequate aspirate volume when using standard 20- or 22-gauge needles. We assessed the comparative 18- and 20-gauge diagnostic accuracy of USFNA in detecting persistent viable nodal malignancy in patients with HNSCC with nodal metastasis treated with CRT. We hypothesized that 18-gauge USFNA would outperform 20-gauge USFNA in diagnostic accuracy and efficiency.

Materials and methods: We identified a 239-patient cohort (210 men, 60.4 ± 9.8 years) presenting between 2002-2023 with HNSCC and biopsy-proved cervical nodal metastases. All patients were treated with CRT. After CRT, a suspicious nodal remnant underwent biopsy with an 18- or 20-gauge needle. A total of 101 patients received a biopsy with a 20-gauge and 138 received a biopsy with an 18-gauge needle. Biopsy results were compared with either postbiopsy surgical pathology results when available or at least 3 months of CT follow-up, referred to here as post-USFNA results.

Results: Fine-needle aspiration (FNA) in 181 of 239 (75.7%) cases showed no evidence of viable metastatic disease on cytology evaluation. Twenty-gauge cases were performed with 1.36 ± 0.52 passes. Eighteen-gauge cases were performed with 1.26 ± 0.51 passes (P = .037). A neck dissection was performed within 90 days in 45 patients, while the other 194 patients had follow-up imaging. Forty/58 cases were positive concordant between FNA and post-USFNA results. Of 181 cases, 177 were negative concordant between FNA and post-USFNA results. Overall, USFNA showed a sensitivity of 90.9%, specificity of 90.8%, accuracy of 90.8%, positive predictive value (PPV) of 69.0%, and negative predictive value (NPV) of 97.8%. Twenty-gauge FNA showed positive concordant of 26 of 39 and negative concordant of 59 of 62 for a sensitivity of 89.7%, specificity of 81.9%, accuracy of 84.2%, PPV of 66.7%, and NPV of 95.2% Eighteen-gauge FNA showed a positive concordant of 14 of 19 and negative concordant of 118 of 119 for a sensitivity of 93.3%, specificity of 95.9%, accuracy of 95.7%, PPV of 73.7%, and NPV of 99.2%.

Conclusions: Residual cervical lymph node USFNA after CRT is an accurate procedure with excellent PPV and NPV. Eighteen-gauge USFNA is associated with statistically significant fewer biopsy passes and higher specificity compared with 20-gauge.

背景与目的:头颈部鳞状细胞癌(HNSCC)的最终放化疗(CRT)后持续腺病变患者中存活的恶性肿瘤并不常见。术前超声引导下细针穿刺(USFNA)可避免不必要的颈部清扫。放射后纤维化会使方法复杂化,使用标准的20或22号针头时,会导致吸入量不足。我们比较了USFNA在检测经CRT治疗的伴有淋巴结转移的HNSCC患者的持续性活淋巴结恶性肿瘤中的18和20刻度诊断准确性。我们假设18号USFNA在诊断准确性和效率方面优于20号USFNA。材料和方法:我们确定了239例患者队列(210名男性,60.4±9.8岁),在2002-2023年期间出现HNSCC和活检证实的宫颈淋巴结转移。所有患者均行CRT治疗。CRT后,用18或20号针活检可疑淋巴结残余。101名患者接受了20号针头的活检,138名患者接受了18号针头的活检。活检结果与活检后手术病理结果或至少3个月的计算机断层扫描(CT)随访进行比较,此处称为usfna后结果。结果:181/239例(75.7%)的FNA在细胞学评估中未发现活的转移性疾病。20例共1.36±0.52次。18规患者手术次数为1.26±0.51次(p=0.037)。45例患者在90天内进行了颈部解剖,其余194例患者进行了随访成像。40/58例FNA与usfna后结果一致(PC)。181例患者中有177例FNA与usfna后结果呈阴性一致(NC)。总体而言,USFNA的敏感性为90.9%,特异性为90.8%,准确性为90.8%,阳性预测值(PPV)为69.0%,阴性预测值(NPV)为97.8%。20规FNA的PC值为26/39,NC值为59/62,灵敏度为89.7%,特异度为81.9%,准确度为84.2%,PPV值为66.7%,NPV值为95.2%。18号FNA的PC值为14/19,NC值为118/119,敏感性93.3%,特异性95.9%,准确性95.7%,PPV值73.7%,NPV值99.2%。结论:CRT术后残留颈部淋巴结USFNA是一种准确的手术方法,具有良好的PPV和NPV。与20号USFNA相比,18号USFNA的活检次数更少,特异性更高。缩写:CRT =放化疗;FNA =细针抽吸;头颈部鳞状细胞癌;人乳头瘤病毒;NC =负协和;NPV =负预测值;PC =正调和;PPV =阳性预测值;SND =挽救性颈部清扫;超声引导下细针抽吸。
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引用次数: 0
MRI Findings of Intracranial Hemorrhages in ARCADIA-MRI: An Ancillary Study to the ARCADIA Trial. MRI发现颅内出血:ARCADIA试验的辅助研究。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8955
Hui Chen, Maarten Lansberg, Guangming Zhu, Christy Cassarly, Qi Paula, Stephanie Kemp, George Howard, Eric E Smith, David Tirschwell, Kevin N Sheth, Hooman Kamel, William T Longstreth, Mitchell S V Elkind, Joseph Broderick, Ronald M Lazar, Max Wintermark

Background and purpose: The ARCADIA-MRI study, an ancillary study to the randomized Atrial Cardiopathy and Antithrombotic Drugs in Prevention After Cryptogenic Stroke (ARCADIA) trial, reported that the risk of incident nonlacunar covert infarcts was lower in the apixaban group than in the aspirin group. This article presents the additional, prespecified, exploratory outcomes beyond the primary article, specifically examining the effect of apixaban on hemorrhagic lesions on MRI.

Materials and methods: The ARCADIA-MRI study was conducted in conjunction with ARCADIA trial visits, with follow-up durations ranging from 4 months to 5.3 years (median, 27 months). It included randomized patients who were eligible for cognitive testing and lacked MRI contraindications. Two experienced raters, blinded to treatment assignments, independently evaluated the baseline and follow-up MRI scans. The radiologic end points of this analysis were incident intracranial hemorrhage (>10 mm), microbleeds (≤10 mm), and superficial siderosis.

Results: MRI outcomes were compared between the 79 patients in the apixaban group and 95 in the aspirin group with both baseline and follow-up MRIs available. The treatment groups had similar baseline MRI findings. On the follow-up MRIs, the findings of incident bleeding events were similar between the treatment groups (all, P > .05): Intracranial hemorrhage occurred in 5.1% of patients in the apixaban group compared with 6.4% of patients in the aspirin group; microbleeds, 7.8% in the apixaban group and 10.8% in the aspirin group; and cortical superficial siderosis, in 7.7% of apixaban group and 12.9% in the aspirin group.

Conclusions: In an exploratory analysis of the ARCADIA-MRI substudy, MRI findings of incident bleeding events were similar in patients randomized to receive apixaban and aspirin.

背景和目的:ARCADIA- mri研究是一项随机心房心脏病和抗血栓药物预防隐源性卒中(ARCADIA)试验的辅助研究,报告阿哌沙班组发生非腔室性隐性梗死的风险低于阿司匹林组。这篇论文在第一篇论文的基础上提出了额外的、预先指定的、探索性的结果,特别是在MRI上检查了阿哌沙班对出血性病变的影响。材料和方法:ARCADIA- mri研究与ARCADIA试验访视同时进行,随访时间为4个月至5.3年(中位27个月)。该研究纳入了符合认知测试条件且缺乏MRI禁忌症的随机患者。两名经验丰富的评分员,不知道治疗方案,独立评估基线和随访MRI扫描。该分析的放射学终点为偶发性脑出血(bbb10mm)、微出血(≤10mm)和浅表性铁沉着。结果:比较了阿哌沙班组79例患者和阿司匹林组95例患者的MRI结果,并提供了基线和随访MRI结果。治疗组的MRI基线结果相似。在随访mri中,两组之间的出血事件发生率相似(p < 0.05):阿哌沙班组发生脑出血的患者比例为5.1%,而阿司匹林组为6.4%;微出血,阿哌沙班组7.8%,阿司匹林组10.8%;皮质浅表性铁沉着,阿哌沙班组7.7%,阿司匹林组12.9%。结论:在ARCADIA-MRI亚研究的探索性分析中,随机接受阿哌沙班和阿司匹林的患者发生出血事件的MRI表现相似。ARCADIA=隐源性卒中后房性心脏病和抗栓药物的预防作用;AF=心房颤动;直接作用口服抗凝剂;脑出血;NT-proBNP= n端前b型利钠肽;导航ESUS=利伐沙班与阿司匹林预防来源不明的栓塞性脑卒中患者隐匿性脑梗死ESUS=随机、双盲、二级卒中预防评价:比较口服凝血酶抑制剂达比加群酯与乙酰水杨酸对不明来源栓塞性卒中患者的疗效和安全性;COMPASS =使用抗凝策略的人的心血管结局;ATTICUS研究:阿哌沙班治疗来源不明的栓塞性卒中。
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引用次数: 0
Similarity of Biological Information Captured by [68]Ga-PSMA-11 PET and ASL Perfusion MRI in Glioblastoma. 68Ga-PSMA-11 PET与ASL灌注MRI捕获胶质母细胞瘤生物信息的相似性
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8965
Yuping Han, Zhencun Cui, Wanjun Hu, Xiangrong Cao, Junqiang Dai, Zhenshan Gao, Jicheng Li, Yongjun Luo, Xin Ge, Yamin Sun, Yixin Pan, Jing Zhang

Background and purpose: The overexpression of prostate-specific membrane antigen (PSMA) in the microvasculature of glioblastoma (GBM), in contrast to its negligible expression in normal brain parenchyma, provides a compelling rationale for using PSMA-targeted radioligands in the diagnosis and radiation therapy of GBM. Arterial spin-labeling (ASL) perfusion imaging, an advanced MRI technique, allows noninvasive assessment of tumor microvascular density and perfusion. This study aimed to investigate the relationship between gallium 68 [68]Ga-PSMA-11 PET and ASL perfusion imaging, as well as the correlation between PSMA tracer uptake and immunohistochemical microvascular indices.

Materials and methods: Twenty-six patients with newly diagnosed or recurrent GBM who underwent conventional MRI, ASL, and PSMA PET were prospectively enrolled. We investigated the correlation between the semiquantitative parameters of ASL and PSMA PET. Spatial similarity and overlap between tumor volumes delineated by contrast-enhanced (CE) MRI, ASL, and PSMA PET were evaluated using Dice Similarity Coefficient (DSC) and overlap volume (OV). Additionally, microvascular density values and PSMA expression levels in the tumor tissue samples were assessed using immunohistochemistry, and their correlation with PSMA tracer uptake was analyzed.

Results: A total of 28 lesions was found in 26 patients, all of whom showed high perfusion, moderate-to-high tracer uptake, and contrast enhancement. In 23 lesions (82%), the areas with the highest tracer uptake on PSMA PET were precisely localized to the regions of the highest perfusion on ASL. A strong positive correlation was found between the parameters derived from ASL and PSMA PET (P < .001). PSMA PET exhibited moderate-to-high spatial similarity and overlap with ASL (mean DSC, 0.62 [SD, 0.17]; mean OV, 0.78 [SD, 0.12]) and with CE MRI (mean DSC, 0.65 [SD, 0.14]; mean OV, 0.79 [SD, 0.15]). Furthermore, a positive correlation was observed between PSMA tracer uptake and both microvascular density and PSMA expression.

Conclusions: Our results highlight the similarity of biologic information captured by PSMA PET and ASL perfusion imaging in GBM. The tracer uptake observed in PSMA PET can also reliably reflect the spatial heterogeneity of the microvascular distribution of GBM. These findings provide compelling support for PSMA-targeted radiation therapy as an anti-angiogenic therapeutic strategy for patients with GBM, while also advancing our understanding of the mechanisms underlying PSMA tracer uptake.

背景和目的:为了进一步阐明胶质母细胞瘤(GBM)中PSMA靶向放射配体摄取的潜在生物学机制,并阐明前列腺特异性膜抗原(PSMA) PET在表征GBM微血管分布空间异质性中的价值,本研究旨在探讨68Ga-PSMA-11 PET与动脉自旋标记(ASL)灌注成像的关系。以及PSMA示踪剂摄取与免疫组织化学微血管指标的相关性。材料与方法:前瞻性纳入26例新诊断或复发的GBM患者,分别行常规MRI、ASL和PSMA PET检查。我们研究了ASL半定量参数与PSMA PET之间的相关性。使用Dice相似系数(DSC)和重叠体积(OV)评估对比增强(CE) MRI、ASL和PSMA PET所描绘的肿瘤体积之间的空间相似性和重叠。此外,利用免疫组织化学方法评估肿瘤组织样本中的微血管密度(MVD)值和PSMA表达水平,并分析其与PSMA示踪剂摄取的相关性。结果:26例患者共发现28个病变,均表现为高灌注、中高示踪剂摄取、CE。在23个病变(82%)中,PSMA PET上示踪剂摄取最高的区域精确定位于ASL上灌注最高的区域。ASL的参数与PSMA PET的参数呈正相关(P < 0.001)。PSMA PET与ASL(平均DSC, 0.62±0.17;平均OV, 0.78±0.12)和CE MRI(平均DSC, 0.65±0.14;平均OV, 0.79±0.15)表现出中高的空间相似性和重叠。此外,PSMA示踪剂摄取与MVD和PSMA表达呈正相关。结论:我们的研究结果突出了PSMA PET和ASL灌注成像在GBM中捕获的生物信息的相似性。在PSMA PET中观察到的示踪剂摄取也能可靠地反映GBM微血管分布的空间异质性。这些发现为PSMA靶向放疗作为GBM患者抗血管生成治疗策略提供了强有力的支持,同时也促进了我们对PSMA示踪剂摄取机制的理解。缩写:GBM=胶质母细胞瘤;前列腺特异性膜抗原;ASL =动脉自旋标记;增强对比;DSC =骰子相似系数;OV =重叠体积;MVD =微血管密度;TBR =肿瘤与背景比。
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引用次数: 0
ACR-ACNM-ASNR-SNMMI Practice Parameter for the Performance of Brain PET/CT Imaging in Dementia. ACR-ACNM-ASNR-SNMMI对痴呆脑PET/CT成像性能的实践参数。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A9105
Raymond K Tu, Giuseppe Esposito, Amit Agarwal, Esma A Akin, Ciprian Catana, Gloria C Chiang, Patrick M Colletti, Jitesh Dhingra, Phillip H Kuo, Ana M Franceschi, Justin G Peacock, Ashesh Thaker, Lubdha M Shah, Twyla Bartel

Aim/objectives/background: This practice parameter was revised collaboratively by the American College of Radiology (ACR), the American College of Nuclear Medicine (ACNM), the American Society for Neuroradiology (ASNR), and the Society of Nuclear Medicine and Molecular Imaging (SNMMI).This important update now includes all FDA approved agents for PET imaging of dementia and reflects the expanding role of PET imaging for the early and more accurate diagnostic characterization of the neurodegenerative processes underlying cognitive deterioration. Clinical indications, personnel qualifications, and technical specifications are discussed in this practice parameter.

Methods: This practice parameter was revised according to the process described under the heading The Process for Developing ACR Practice Parameters and Technical Standards on the ACR website (https://www.acr.org/Clinical-Resources/Practice-Parameters-and-Technical-Standards) by the Committee on Practice Parameters - Neuroradiology of the ACR Commission on Neuroradiology and the Committee on Practice Parameters - Nuclear Medicine and Molecular Imaging of the ACR Commission on Nuclear Medicine and Molecular Imaging in collaboration with the ACNM, the ASNR, and the SNMMI.

Results: ACR/ACNM/ASNR/SNMMI collaborative work to update the practice parameter of Brain PET imaging. The new parameter includes all FDA approved PET agents for the evaluation of dementia.

Conclusions: The updated practice parameter is intended to serve as a reference for clinical indications, technical specifications, and personnel qualifications state for PET/CT imaging in dementia.

目的/目的/背景:本实践参数由美国放射学会(ACR)、美国核医学学会(ACNM)、美国神经放射学会(ASNR)和核医学与分子成像学会(SNMMI)共同修订。这一重要的更新现在包括了所有FDA批准的用于痴呆症PET成像的药物,并反映了PET成像在早期和更准确地诊断认知退化的神经退行性过程特征方面的作用不断扩大。临床适应症,人员资格和技术规范在这个实践参数进行了讨论。方法:该实践参数是根据ACR网站(https://www.acr.org/Clinical-Resources/Practice-Parameters-and-Technical-Standards)上ACR实践参数-神经放射学委员会和ACR核医学和分子成像委员会的实践参数-核医学和分子成像委员会在“制定ACR实践参数和技术标准的过程”标题下描述的过程进行修订的与ACNM、ASNR和SNMMI合作的分子成像。结果:ACR/ACNM/ASNR/SNMMI协同工作更新了脑PET成像的实践参数。新的参数包括所有FDA批准的用于评估痴呆的PET试剂。结论:更新后的实践参数旨在为痴呆PET/CT成像的临床适应症、技术规范和人员资格状态提供参考。
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引用次数: 0
Clinical Validation of Deep Learning-Accelerated versus Wave-CAIPI Postcontrast 3D T1-MPRAGE for Evaluation of Intracranial Enhancing Lesions. 深度学习加速与Wave-CAIPI对比后3D T1-MPRAGE评估颅内强化病变的临床验证。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8992
Azadeh Tabari, Maryam Vejdani-Jahromi, Min Lang, Dominik Nickel, Wei-Ching Lo, Bryan Clifford, John Conklin, Susie Y Huang

Background and purpose: Deep learning (DL) reconstruction methods have shown promise in accelerating 2D MRI sequences but have yet to be extensively validated for routine 3D volumetric MRI applications. Our purpose was to assess the diagnostic quality of a novel DL-accelerated 3D T1-MPRAGE compared with a state-of-the-art wave-controlled aliasing in parallel imaging (Wave-CAIPI) accelerated 3D T1-MPRAGE for evaluating intracranial enhancing lesions.

Materials and methods: This prospective study was approved by the Institutional Review Board. Patients undergoing contrast-enhanced brain MRI in an outpatient setting were scanned on 3T MRI systems. The imaging protocol included a state-of-the-art Wave-CAIPI postcontrast T1-MPRAGE (acceleration factor [R] = 2 × 2, acquisition time [TA] = 2:11 minutes) and a research-based postcontrast DL-T1-MPRAGE (R = 2 × 2, TA = 2:11 minutes). The DL-based reconstruction process involved 2 steps. The first step, inspired by variational networks, involved 6 iterations alternating between data consistency updates and neural network evaluation. The second step applied a super-resolution algorithm for further image enhancement. Two independent neuroradiologists conducted a blinded, randomized head-to-head comparison of the 2 sequences by using a previously published scale across the following criteria: visualization of dural, parenchymal, leptomeningeal, and ependymal enhancement; sharpness; noise; artifacts; and overall diagnostic quality. A third board-certified neuroradiologist adjudicated cases with discrepant ratings. Noninferiority of DL-T1-MPRAGE was tested by using a 15% margin.

Results: A total of 115 patients (68 women/47 men, mean age = 54 ± 10 years) were included. The top 3 clinical indications were: neoplasm (52%), vascular lesions (24%), and headache (8%). DL-T1-MPRAGE was noninferior to Wave-CAIPI T1-MPRAGE for delineating enhancing lesions with unanimous agreement in all cases with enhancing pathology. It was also noninferior in terms of noise perception (P < .0001), artifact (P < .0001), sharpness (P = .001), and overall diagnostic quality (P < .0001). DL-T1-MPRAGE provided equivalent visualization of small, subtle enhancing parenchymal, dural, and leptomeningeal lesions.

Conclusions: The highly accelerated postcontrast DL-T1-MPRAGE demonstrated noninferior image quality compared with the clinically validated Wave-CAIPI T1-MPRAGE accelerated sequence while offering enhanced visualization of subtle enhancing lesions.

背景和目的:深度学习(DL)重建方法在加速二维MRI序列方面显示出前景,但尚未在常规三维体积MRI应用中得到广泛验证。我们的目的是评估新型dl加速3D T1-MPRAGE的诊断质量,并将其与最先进的并行成像波控混叠(Wave-CAIPI)加速3D T1-MPRAGE进行比较,以评估颅内强化病变。材料和方法:本前瞻性研究经机构审查委员会批准。在门诊接受对比增强脑MRI的患者在3T MRI系统上进行扫描。成像方案包括最先进的Wave-CAIPI对比后T1-MPRAGE(加速因子[R] = 2 × 2,采集时间[TA] = 2:11分钟)和基于研究的对比后DL-T1-MPRAGE (R = 2 × 2, TA = 2:11分钟)。基于dl的重构过程包括两个步骤。第一步受到变分网络的启发,涉及6次迭代,在数据一致性更新和神经网络评估之间交替进行。第二步采用超分辨率算法对图像进行进一步增强。两名独立的神经放射学家对两种序列进行了盲法随机对照,采用了先前公布的标准:硬脑膜、脑实质、脑膜和室管膜增强的可视化;清晰度;噪音;工件;整体诊断质量。第三个委员会认证的神经放射学家裁决了评级不一致的病例。DL-T1-MPRAGE的非劣效性采用15%的裕度进行检验。结果:共纳入115例患者(女性68例/男性47例,平均年龄54±10岁)。临床适应症前3位依次为:肿瘤(52%)、血管病变(24%)、头痛(8%)。DL-T1-MPRAGE与Wave-CAIPI T1-MPRAGE相比,在所有病理增强的病例中,DL-T1-MPRAGE在描绘增强病变方面的表现并不逊色。在噪声感知(P < 0.0001)、伪影(P < 0.0001)、清晰度(P = 0.001)和整体诊断质量(P < 0.0001)方面,该方法也不逊色。DL-T1-MPRAGE提供了等效的小的、细微的增强实质、硬脑膜和轻脑膜病变的可视化。结论:与临床验证的Wave-CAIPI T1-MPRAGE加速序列相比,高度加速的对比后DL-T1-MPRAGE显示出良好的图像质量,同时增强了对细微增强病变的可视化。
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引用次数: 0
A Deep Learning Model to Detect Acute MCA Occlusion on High-Resolution Noncontrast Head CT. 一种深度学习模型在高分辨率非对比头部CT上检测急性MCA闭塞。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8954
David A Fussell, Jasmine L Lopez, Peter D Chang

Background and purpose: Stroke is a leading cause of morbidity and mortality around the world, with LVO having a disproportionate impact on patient outcomes. Our aim was to assess the feasibility and accuracy of a deep learning (DL) model to identify acute MCA occlusion by using high-resolution NCCT imaging data.

Materials and methods: In this study, a total of 4648 consecutive examinations (July 2021 to December 2023) were retrospectively used for model training and validation, while an additional 1011 consecutive examinations (January 2024 to August 2024) were used for independent testing. By means of high-resolution NCCT acquired at a 1.0-mm slice thickness or less, MCA thrombus was labeled by using same-day CTA as ground truth. A 3D DL model was trained for per-voxel thrombus segmentation, with the sum of positive voxels used to estimate likelihood of acute MCA occlusion.

Results: For detection of MCA M1 segment acute occlusion, the model yielded an area under the receiver operator curve (AUROC) of 0.952 [0.904-1.00], accuracy of 93.6% [88.1%-98.2%], sensitivity of 90.9% [83.1%-100%], and specificity of 93.6% [88.0%-98.3%]. Inclusion of M2 segment occlusions reduced performance only slightly, yielding an AUROC of 0.884 [0.825-0.942], accuracy of 93.2% [85.1%-97.2%], sensitivity of 77.4% [69.3%-92.2%], and specificity of 93.6% [85.1%-97.8%].

Conclusions: A DL model can detect acute MCA occlusion from high-resolution NCCT with accuracy approaching that of CTA. By means of this tool, most candidate thrombectomy patients may be identified with NCCT alone, possibly aiding stroke triage in settings that lack CTA or are otherwise resource-constrained.

背景与目的:利用高分辨率非对比CT (NCCT)成像数据,评估深度学习(DL)模型识别急性大脑中动脉(MCA)闭塞的可行性和准确性。材料和方法:在本研究中,回顾性地使用了4,648个连续考试(2021年7月至2023年12月)进行模型训练和验证,另外使用了1,011个连续考试(2024年1月至2024年8月)进行独立测试。使用1.0 mm或更小层厚度的高分辨率NCCT,使用当日CTA标记MCA血栓。一个3D DL模型被训练用于每体素血栓分割,用阳性体素的总和来估计急性MCA闭塞的可能性。结果:该模型检测MCA M1段急性闭塞的AUROC为0.952[0.904 ~ 1.50],准确率为93.6%[88.1 ~ 98.2],灵敏度为90.9%[83.1 ~ 100],特异性为93.6%[88.0 ~ 98.3]。包括M2段闭塞仅轻微降低了性能,AUROC为0.884[0.825 -0.942],准确度为93.2%[85.1 -97.2],敏感性为77.4%[69.3 92.2],特异性为93.6%[85.1 -97.8]。结论:DL模型可以通过高分辨率NCCT检测急性MCA闭塞,准确度接近CTA。使用该工具,大多数候选取栓患者可以单独通过NCCT进行识别,这有助于在缺乏CTA或其他资源受限的情况下进行卒中分诊。缩写:DL=深度学习。
{"title":"A Deep Learning Model to Detect Acute MCA Occlusion on High-Resolution Noncontrast Head CT.","authors":"David A Fussell, Jasmine L Lopez, Peter D Chang","doi":"10.3174/ajnr.A8954","DOIUrl":"10.3174/ajnr.A8954","url":null,"abstract":"<p><strong>Background and purpose: </strong>Stroke is a leading cause of morbidity and mortality around the world, with LVO having a disproportionate impact on patient outcomes. Our aim was to assess the feasibility and accuracy of a deep learning (DL) model to identify acute MCA occlusion by using high-resolution NCCT imaging data.</p><p><strong>Materials and methods: </strong>In this study, a total of 4648 consecutive examinations (July 2021 to December 2023) were retrospectively used for model training and validation, while an additional 1011 consecutive examinations (January 2024 to August 2024) were used for independent testing. By means of high-resolution NCCT acquired at a 1.0-mm slice thickness or less, MCA thrombus was labeled by using same-day CTA as ground truth. A 3D DL model was trained for per-voxel thrombus segmentation, with the sum of positive voxels used to estimate likelihood of acute MCA occlusion.</p><p><strong>Results: </strong>For detection of MCA M1 segment acute occlusion, the model yielded an area under the receiver operator curve (AUROC) of 0.952 [0.904-1.00], accuracy of 93.6% [88.1%-98.2%], sensitivity of 90.9% [83.1%-100%], and specificity of 93.6% [88.0%-98.3%]. Inclusion of M2 segment occlusions reduced performance only slightly, yielding an AUROC of 0.884 [0.825-0.942], accuracy of 93.2% [85.1%-97.2%], sensitivity of 77.4% [69.3%-92.2%], and specificity of 93.6% [85.1%-97.8%].</p><p><strong>Conclusions: </strong>A DL model can detect acute MCA occlusion from high-resolution NCCT with accuracy approaching that of CTA. By means of this tool, most candidate thrombectomy patients may be identified with NCCT alone, possibly aiding stroke triage in settings that lack CTA or are otherwise resource-constrained.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"386-393"},"PeriodicalIF":0.0,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867080/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144805452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Impact of Different CT Perfusion Software on Patient Stratification Strategies in Ischemic Stroke. 不同CT灌注软件对缺血性脑卒中患者分层策略的影响。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8963
Fabio Tortora, Eduardo Gragnano, Sirio Cocozza, Cristina Di Monaco, Antonio Esposito, Francesca Gianani, Michele Rizzuti, Giuseppe Briganti, Augusto Minieri, Sonia Pappalardo, Alessio Sarnataro, Fiore Manganelli, Francesco Briganti

Background and purpose: Different types of software to analyze CTP data in patients with ischemic stroke are available. Assessing their comparability and interchangeability in clinical practice represents an only partly addressed question. Here we present a comparison between 2 distinct commercially available CTP types of software, analyzing their performance in estimating ischemic core volumes and evaluating the possible impact on patient stratification strategies to endovascular treatment (EVT).

Materials and methods: In this single-center retrospective monocentric observational study, 109 patients with stroke (mean age = 72.4 ± 12.4 years, M/F = 41/68) were included from January 2023 to June 2024. To evaluate the possible clinical relevance of the use of different types of software, DAWN and DEFUSE-3 criteria were applied to stratify the population. The software was compared (Viz.ai and syngo.via), and for both programs, different relative CBF thresholds were used to define the ischemic core.

Results: The 2 software programs showed significant differences in core volume identification, independently from the used threshold (all comparisons with P < .001). When the DAWN criteria for EVT were applied, the use of one software compared with another led to a significant (P = .005) increase in subjects excluded from EVT. The use of a more conservative threshold significantly reduced (P = .68) this discrepancy.

Conclusions: Within-subject analysis of CTP data with different software and thresholds might lead to significantly different core estimation and treatment stratification in patients with stroke. Though this effect can be mitigated by using specific thresholds, the physician should be aware of these differences when evaluating CTP data in clinical practice, given the possible direct implications in their decision-making process.

背景与目的:目前已有不同类型的软件用于分析缺血性脑卒中患者的CTP数据。评估它们在临床实践中的可比性和互换性只是部分解决的问题。在这里,我们比较了两种不同的市售CTP类型的软件,分析了它们在估计缺血核心体积方面的性能,并评估了对血管内治疗(EVT)患者分层策略的可能影响。材料与方法:在这项单中心回顾性单中心观察性研究中,从2023年1月至2024年6月纳入109例脑卒中患者(平均年龄= 72.4±12.4岁,M/F = 41/68)。为了评估使用不同类型软件的可能临床相关性,采用DAWN和DEFUSE-3标准对人群进行分层。将Viz.ai软件与syngo软件进行比较。在这两种方案中,不同的相对脑血流阈值被用来定义缺血核心。结果:两种软件程序在核心体积识别方面存在显著差异,与使用的阈值无关(所有比较P < 0.001)。当应用EVT的DAWN标准时,与另一种软件相比,使用一种软件会导致EVT被排除在外的受试者显著增加(P = 0.005)。使用更保守的阈值显著降低了这种差异(P = 0.68)。结论:不同软件和阈值的CTP数据的受试者内分析可能导致脑卒中患者的核心估计和治疗分层存在显著差异。虽然这种影响可以通过使用特定的阈值来减轻,但在临床实践中评估CTP数据时,医生应该意识到这些差异,因为这可能直接影响他们的决策过程。
{"title":"The Impact of Different CT Perfusion Software on Patient Stratification Strategies in Ischemic Stroke.","authors":"Fabio Tortora, Eduardo Gragnano, Sirio Cocozza, Cristina Di Monaco, Antonio Esposito, Francesca Gianani, Michele Rizzuti, Giuseppe Briganti, Augusto Minieri, Sonia Pappalardo, Alessio Sarnataro, Fiore Manganelli, Francesco Briganti","doi":"10.3174/ajnr.A8963","DOIUrl":"10.3174/ajnr.A8963","url":null,"abstract":"<p><strong>Background and purpose: </strong>Different types of software to analyze CTP data in patients with ischemic stroke are available. Assessing their comparability and interchangeability in clinical practice represents an only partly addressed question. Here we present a comparison between 2 distinct commercially available CTP types of software, analyzing their performance in estimating ischemic core volumes and evaluating the possible impact on patient stratification strategies to endovascular treatment (EVT).</p><p><strong>Materials and methods: </strong>In this single-center retrospective monocentric observational study, 109 patients with stroke (mean age = 72.4 ± 12.4 years, M/F = 41/68) were included from January 2023 to June 2024. To evaluate the possible clinical relevance of the use of different types of software, DAWN and DEFUSE-3 criteria were applied to stratify the population. The software was compared (Viz.ai and syngo.via), and for both programs, different relative CBF thresholds were used to define the ischemic core.</p><p><strong>Results: </strong>The 2 software programs showed significant differences in core volume identification, independently from the used threshold (all comparisons with <i>P</i> < .001). When the DAWN criteria for EVT were applied, the use of one software compared with another led to a significant (<i>P</i> = .005) increase in subjects excluded from EVT. The use of a more conservative threshold significantly reduced (<i>P</i> = .68) this discrepancy.</p><p><strong>Conclusions: </strong>Within-subject analysis of CTP data with different software and thresholds might lead to significantly different core estimation and treatment stratification in patients with stroke. Though this effect can be mitigated by using specific thresholds, the physician should be aware of these differences when evaluating CTP data in clinical practice, given the possible direct implications in their decision-making process.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"329-335"},"PeriodicalIF":0.0,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867043/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145992389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feasibility and Safety of 8F Guiding Catheter Navigation in Transradial Neurointervention for Unruptured Intracranial Aneurysms: A Propensity Score-Matched Comparison of Sheath-Based versus Sheathless Approaches. 8F导管导航经桡骨神经介入治疗颅内未破裂动脉瘤的可行性和安全性:基于鞘与无鞘的倾向评分匹配比较
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8987
Michiyasu Fuga, Rintaro Tachi, Issei Kan, Toshihiro Ishibashi, Shunsuke Hataoka, Ken Aoki, Tohru Sano, Kazufumi Horiuchi, Naoki Kato, Gota Nagayama, Hiroyuki Enomoto, Kazutaka Shirokane, Yuichi Murayama

Background and purpose: The feasibility and safety of using 8F sheaths for endovascular treatment via the transradial approach (TRA) remain underexplored. This study evaluated whether the use of an 8F guiding catheter with or without an 8F sheath affects procedural success rates and access-site complications.

Materials and methods: We retrospectively reviewed 211 unruptured intracranial aneurysms in 207 patients treated via TRA with an 8F guiding catheter at 3 institutions between March 2021 and January 2025. Patients were divided into 2 groups: those treated with a sheath (Group S) and those without a sheath (Group NS). Propensity score matching was used to control for baseline differences when assessing the association between 8F sheath use and complication rates.

Results: A total of 44 aneurysms (21%) were treated via TRA by using an 8F guiding catheter with a sheath, achieving successful treatment in all cases. Propensity score matching resulted in 30 paired aneurysms from Group S and Group NS. The incidence of radial artery occlusion and radial artery spasm was significantly lower in Group S (0% and 20%, respectively) compared with Group NS (30% and 53%, respectively; P = .002 and .015). No significant differences were observed between the groups in access-site or non-access-site complications, nor in procedural success rates.

Conclusions: The use of an 8F guiding catheter with an 8F sheath for the treatment of unruptured intracranial aneurysms via the TRA appears feasible and may reduce the risk of radial artery occlusion and radial artery spasm without increasing the incidence of access-site or non-access-site complications.

背景与目的:经桡骨入路(TRA)使用8F鞘进行血管内治疗的可行性和安全性尚不清楚。本研究评估了有无8F鞘的8F导尿管是否会影响手术成功率和通路部位并发症。材料和方法:我们回顾性分析了2021年3月至2025年1月在3家机构使用8F导管经TRA治疗的207例211例未破裂颅内动脉瘤。患者分为两组:接受鞘膜治疗组(S组)和未接受鞘膜治疗组(NS组)。在评估8F护套使用与并发症发生率之间的关系时,使用倾向评分匹配来控制基线差异。结果:采用8F带鞘导管经TRA治疗动脉瘤44例(21%),均获得成功治疗。倾向评分匹配得到S组和NS组30对动脉瘤。S组桡动脉闭塞和桡动脉痉挛发生率显著低于NS组(分别为0%和20%)(分别为30%和53%;P = 0.002和0.015)。在入路部位或非入路部位并发症以及手术成功率方面,两组间无显著差异。结论:采用8F导管加8F护套经TRA治疗颅内未破裂动脉瘤是可行的,可降低桡动脉闭塞和桡动脉痉挛的风险,且不会增加入路或非入路并发症的发生率。
{"title":"Feasibility and Safety of 8F Guiding Catheter Navigation in Transradial Neurointervention for Unruptured Intracranial Aneurysms: A Propensity Score-Matched Comparison of Sheath-Based versus Sheathless Approaches.","authors":"Michiyasu Fuga, Rintaro Tachi, Issei Kan, Toshihiro Ishibashi, Shunsuke Hataoka, Ken Aoki, Tohru Sano, Kazufumi Horiuchi, Naoki Kato, Gota Nagayama, Hiroyuki Enomoto, Kazutaka Shirokane, Yuichi Murayama","doi":"10.3174/ajnr.A8987","DOIUrl":"10.3174/ajnr.A8987","url":null,"abstract":"<p><strong>Background and purpose: </strong>The feasibility and safety of using 8F sheaths for endovascular treatment via the transradial approach (TRA) remain underexplored. This study evaluated whether the use of an 8F guiding catheter with or without an 8F sheath affects procedural success rates and access-site complications.</p><p><strong>Materials and methods: </strong>We retrospectively reviewed 211 unruptured intracranial aneurysms in 207 patients treated via TRA with an 8F guiding catheter at 3 institutions between March 2021 and January 2025. Patients were divided into 2 groups: those treated with a sheath (Group S) and those without a sheath (Group NS). Propensity score matching was used to control for baseline differences when assessing the association between 8F sheath use and complication rates.</p><p><strong>Results: </strong>A total of 44 aneurysms (21%) were treated via TRA by using an 8F guiding catheter with a sheath, achieving successful treatment in all cases. Propensity score matching resulted in 30 paired aneurysms from Group S and Group NS. The incidence of radial artery occlusion and radial artery spasm was significantly lower in Group S (0% and 20%, respectively) compared with Group NS (30% and 53%, respectively; <i>P</i> = .002 and .015). No significant differences were observed between the groups in access-site or non-access-site complications, nor in procedural success rates.</p><p><strong>Conclusions: </strong>The use of an 8F guiding catheter with an 8F sheath for the treatment of unruptured intracranial aneurysms via the TRA appears feasible and may reduce the risk of radial artery occlusion and radial artery spasm without increasing the incidence of access-site or non-access-site complications.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":"363-370"},"PeriodicalIF":0.0,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867039/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multimodal Imaging and Clinicopathologic Features of Parathyroid Lipoadenoma. 甲状旁腺脂肪腺瘤的多模态影像及临床病理特征。
Pub Date : 2026-02-03 DOI: 10.3174/ajnr.A8988
Sahar Alizada, Heba Al Qudah, J Matthew Debnam, Ahmed Msherghi, Hamza A Salim, Michelle D Williams, Max Wintermark, Thinh Vu

Parathyroid lipoadenoma (PLA) is a rare cause of primary hyperparathyroidism and is over 50% adipose tissue, which complicates preoperative localization. We aimed to describe clinical and imaging features of PLA in this case series. We retrospectively reviewed 4 patients with pathologically confirmed PLA and biochemical evidence of primary hyperparathyroidism. All patients exhibited elevated PTH and upper-normal to elevated calcium levels. PLAs demonstrated hyperechogenicity on ultrasonography, fat-equivalent attenuation on CT, and increased uptake on sestamibi SPECT/CT. Surgical excision resulted in notable intraoperative PTH decline and postoperative biochemical cure. Pathology confirmed >50% stromal fat in all cases. In conclusion, PLA presents unique diagnostic challenges because of its imaging characteristics. Awareness of these features and a multimodal imaging approach are key to accurate localization and successful surgical management.

甲状旁腺脂肪腺瘤(PLA)是原发性甲状旁腺功能亢进的罕见病因,其脂肪组织超过50%,使术前定位复杂化。我们的目的是在这个病例系列中描述PLA的临床和影像学特征。我们回顾性分析了4例经病理证实为原发性甲状旁腺功能亢进的PLA和生化证据。所有患者均表现出甲状旁腺激素升高和钙水平高于正常值至升高。pla在超声上表现为高回声,在CT上表现为脂肪当量衰减,在SPECT/CT上表现为摄取增加。手术切除导致术中PTH明显下降,术后生化治愈。病理证实所有病例均有50%间质脂肪。总之,PLA由于其影像学特征而呈现出独特的诊断挑战。了解这些特征和多模式成像方法是准确定位和成功手术处理的关键。缩写:PLA =甲状旁腺脂肪腺瘤,PTH =甲状旁腺激素,WHO =世界卫生组织,BMI =身体质量指数,MEN1 = 1型多发性内分泌瘤。
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引用次数: 0
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AJNR. American journal of neuroradiology
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