首页 > 最新文献

European Radiology Experimental最新文献

英文 中文
Quantitative MRI of dorsal root ganglion alterations in neurofibromatosis type 1 patients with or without pain. 有或无疼痛的1型神经纤维瘤病患者背根神经节改变的定量MRI。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-28 DOI: 10.1186/s41747-025-00594-x
Magnus Schindehütte, Eva Meller, Thomas Kampf, Florian Hessenauer, Nurcan Üçeyler, György Homola, Heike L Rittner, Cordula Matthies, Mirko Pham, Simon Weiner

Background: Neurofibromatosis type 1 (NF1) is a genetic disorder characterised by skin and nervous system anomalies, primarily involving glial cells and nerve tumours. Pain, particularly chronic pain, is a significant but often overlooked symptom in NF1 patients, affecting their health-related quality of life. The dorsal root ganglion (DRG) is essential for pain signal transmission, yet in vivo studies of DRG in NF1 patients are lacking.

Methods: This prospective study included 20 NF1 patients (8 with neuropathic pain) and 28 healthy controls. Magnetic resonance imaging (MRI) scans of lumbosacral DRG (L5 + S1) were performed using a 3-T scanner. Quantitative MRI techniques were applied to assess DRG volume, T2 relaxation time, and proton density (PD). Statistical analyses compared NF1 patients and controls, and NF1 patients with and without pain.

Results: NF1 patients had a significantly larger DRG volume and higher quantitative T2 and PD values compared to controls. Furthermore, DRG PD was significantly higher in NF1 patients with neuropathic pain than in those without pain. Receiver operator characteristic curve analysis identified DRG PD as the best discriminator of pain in NF1 patients, with an area under the curve of 0.84, indicating relevant and useful discriminatory power.

Conclusion: NF1 patients showed objective macrostructural and microstructural DRG injury changes using dedicated DRG MRI, discriminating neuropathic pain status from non-pain status at the disease-symptom group level. These findings highlight the potential of DRG MRI to quantify DRG pathology in vivo and to determine the risk of functional pain status by imaging.

Relevance statement: The identification of structural and microstructural changes of the DRG by quantitative MRI provides a novel in vivo biomarker for understanding neuropathic pain mechanisms, pain risk assessment and treatment monitoring in NF1.

Key points: Dorsal root ganglia (DRG) in NF1 are enlarged by 176.3% in MRI. In quantitative MRI of DRG NF1, T2 relaxation time is increased by 22.9% and PD by 8.4%. DRG PD can distinguish a painful from a non-painful NF1 phenotype.

背景:1型神经纤维瘤病(NF1)是一种以皮肤和神经系统异常为特征的遗传性疾病,主要累及神经胶质细胞和神经肿瘤。疼痛,特别是慢性疼痛,是NF1患者的一个重要但经常被忽视的症状,影响他们与健康相关的生活质量。背根神经节(DRG)对疼痛信号传递至关重要,但缺乏NF1患者的体内研究。方法:本前瞻性研究纳入20例NF1患者(8例伴有神经性疼痛)和28例健康对照。使用3-T扫描仪对腰骶DRG (L5 + S1)进行磁共振成像(MRI)扫描。定量MRI技术评估DRG体积、T2弛豫时间和质子密度(PD)。统计分析比较NF1患者和对照组,NF1患者有和没有疼痛。结果:与对照组相比,NF1患者的DRG体积和定量T2和PD值显著增加。此外,伴有神经性疼痛的NF1患者的DRG PD显著高于无疼痛的NF1患者。受试者操作者特征曲线分析发现DRG PD是NF1患者疼痛的最佳鉴别指标,曲线下面积为0.84,表明鉴别能力相关且有用。结论:专用DRG MRI显示NF1患者DRG损伤的宏观结构和微观结构的客观改变,在疾病症状组水平上区分神经性疼痛状态和非疼痛状态。这些发现强调了DRG MRI在量化体内DRG病理和通过成像确定功能性疼痛状态风险方面的潜力。相关声明:通过定量MRI识别DRG的结构和微观结构变化,为了解NF1的神经性疼痛机制、疼痛风险评估和治疗监测提供了一种新的体内生物标志物。重点:NF1的背根神经节(Dorsal root ganglia, DRG) MRI增宽176.3%。DRG NF1定量MRI显示T2弛豫时间增加22.9%,PD增加8.4%。DRG PD可以区分疼痛型和非疼痛型NF1表型。
{"title":"Quantitative MRI of dorsal root ganglion alterations in neurofibromatosis type 1 patients with or without pain.","authors":"Magnus Schindehütte, Eva Meller, Thomas Kampf, Florian Hessenauer, Nurcan Üçeyler, György Homola, Heike L Rittner, Cordula Matthies, Mirko Pham, Simon Weiner","doi":"10.1186/s41747-025-00594-x","DOIUrl":"10.1186/s41747-025-00594-x","url":null,"abstract":"<p><strong>Background: </strong>Neurofibromatosis type 1 (NF1) is a genetic disorder characterised by skin and nervous system anomalies, primarily involving glial cells and nerve tumours. Pain, particularly chronic pain, is a significant but often overlooked symptom in NF1 patients, affecting their health-related quality of life. The dorsal root ganglion (DRG) is essential for pain signal transmission, yet in vivo studies of DRG in NF1 patients are lacking.</p><p><strong>Methods: </strong>This prospective study included 20 NF1 patients (8 with neuropathic pain) and 28 healthy controls. Magnetic resonance imaging (MRI) scans of lumbosacral DRG (L5 + S1) were performed using a 3-T scanner. Quantitative MRI techniques were applied to assess DRG volume, T2 relaxation time, and proton density (PD). Statistical analyses compared NF1 patients and controls, and NF1 patients with and without pain.</p><p><strong>Results: </strong>NF1 patients had a significantly larger DRG volume and higher quantitative T2 and PD values compared to controls. Furthermore, DRG PD was significantly higher in NF1 patients with neuropathic pain than in those without pain. Receiver operator characteristic curve analysis identified DRG PD as the best discriminator of pain in NF1 patients, with an area under the curve of 0.84, indicating relevant and useful discriminatory power.</p><p><strong>Conclusion: </strong>NF1 patients showed objective macrostructural and microstructural DRG injury changes using dedicated DRG MRI, discriminating neuropathic pain status from non-pain status at the disease-symptom group level. These findings highlight the potential of DRG MRI to quantify DRG pathology in vivo and to determine the risk of functional pain status by imaging.</p><p><strong>Relevance statement: </strong>The identification of structural and microstructural changes of the DRG by quantitative MRI provides a novel in vivo biomarker for understanding neuropathic pain mechanisms, pain risk assessment and treatment monitoring in NF1.</p><p><strong>Key points: </strong>Dorsal root ganglia (DRG) in NF1 are enlarged by 176.3% in MRI. In quantitative MRI of DRG NF1, T2 relaxation time is increased by 22.9% and PD by 8.4%. DRG PD can distinguish a painful from a non-painful NF1 phenotype.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"57"},"PeriodicalIF":3.7,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12119455/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144175155","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
Chick chorioallantoic membrane model as a preclinical platform for cryoablation studies. 鸡绒毛尿囊膜模型作为冷冻消融研究的临床前平台。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-27 DOI: 10.1186/s41747-025-00592-z
Michael Scheschenja, Jarmila Jedelská, Eva Juchems, Marc Weinmann, Axel Pagenstecher, Frederik Helmprobst, Malte Buchholz, Marina Tatura, Jens Schaefer, Udo Bakowsky, Alexander M König, Andreas H Mahnken

Background: The chick chorioallantoic membrane (CAM) model has been utilized for radiofrequency ablation and electroporation, but not yet for cryoablation. This study aims to evaluate the feasibility of the CAM model for preclinical cryoablation research.

Methods: Two cryoablation protocols were established for the study: 120 s-freeze-120 s-thaw-120 s freeze (120 s protocol) and 180 s-freeze-120 s-thaw-180 s freeze (180 s protocol). The study was divided into two parts. First, to evaluate embryo survival, fertilized chicken eggs were incubated. On embryonic day (ED) 12, cryoablation on CAM was performed according to the two protocols. During cryoablation, the temperature of the CAM was recorded using a thermal camera. Embryo survival was monitored until ED 14. Second, to evaluate tumor cryoablation, human neuroendocrine tumor cells (BON-1) were xenografted onto the CAM of fertilized chicken eggs at ED 8. Cryoablation of the xenografted tumors was then performed on ED 12 according to the two protocols. Ablation outcomes were evaluated by stereomicroscopic and histological assessments after harvesting on ED 14.

Results: Embryo survival rates were 8/9 in both protocols. A decrease in the peripheral temperature of 4.5 (± 0.9) °C and 6.7 (± 1.0) °C was observed in the 120 s and 180 s protocols, respectively. Complete ablation of CAM-grown tumors was observed in 2/6 (120 s protocol) and 2/5 (180 s protocol) cases, few scattered tumor cells remaining in 2/6 (120 s protocol) and 2/5 (180 s protocol) cases. Residual interconnected tumor cells were visible in 2/6 (120 s protocol) and 1/5 (180 s protocol) cases.

Conclusion: The CAM model is a feasible platform for preclinical cryoablation studies.

Relevance statement: Chorioallantoic membrane model is a suitable platform for preclinical cryoablation research.

Key points: Chick embryos tolerate the temperature drop during cryoablation well with high survival. Effectiveness of cryoablation on xenografted tumors can be histologically evaluated. Cryoablation protocols for xenografted tumors can be further optimized.

背景:鸡绒毛膜尿囊膜(CAM)模型已被用于射频消融和电穿孔,但尚未用于冷冻消融。本研究旨在评估CAM模型用于临床前冷冻消融研究的可行性。方法:采用120 s冷冻-120 s解冻-120 s冷冻(120 s方案)和180 s冷冻-120 s解冻-180 s冷冻(180 s方案)两种冷冻消融方案。研究分为两部分。首先,对受精卵进行孵育,以评估胚胎存活率。在胚胎日(ED)第12天,按照两种方案对CAM进行冷冻消融。在冷冻消融过程中,使用热像仪记录CAM的温度。监测胚胎存活至ED 14。其次,将人神经内分泌肿瘤细胞(BON-1)移植到受精卵的CAM上,以评估肿瘤冷冻消融。然后根据两种方案在ED 12进行异种移植肿瘤的冷冻消融。在ED 14收割后通过体视显微镜和组织学评估消融结果。结果:两种方法的胚胎存活率均为8/9。在120 s和180 s处理下,外周温度分别下降4.5(±0.9)°C和6.7(±1.0)°C。在2/6 (120 s方案)和2/5 (180 s方案)病例中观察到cam生长的肿瘤完全消融,2/6 (120 s方案)和2/5 (180 s方案)病例中观察到少量分散的肿瘤细胞残留。2/6 (120 s方案)和1/5 (180 s方案)病例可见残留的相互连接的肿瘤细胞。结论:CAM模型是临床前冷冻消融研究的可行平台。相关性声明:绒毛膜-尿囊膜模型是临床前冷冻消融研究的合适平台。重点:鸡胚对低温低温的耐受性好,成活率高。冷冻消融治疗异种移植肿瘤的有效性可通过组织学评价。异种移植肿瘤的冷冻消融方案可以进一步优化。
{"title":"Chick chorioallantoic membrane model as a preclinical platform for cryoablation studies.","authors":"Michael Scheschenja, Jarmila Jedelská, Eva Juchems, Marc Weinmann, Axel Pagenstecher, Frederik Helmprobst, Malte Buchholz, Marina Tatura, Jens Schaefer, Udo Bakowsky, Alexander M König, Andreas H Mahnken","doi":"10.1186/s41747-025-00592-z","DOIUrl":"10.1186/s41747-025-00592-z","url":null,"abstract":"<p><strong>Background: </strong>The chick chorioallantoic membrane (CAM) model has been utilized for radiofrequency ablation and electroporation, but not yet for cryoablation. This study aims to evaluate the feasibility of the CAM model for preclinical cryoablation research.</p><p><strong>Methods: </strong>Two cryoablation protocols were established for the study: 120 s-freeze-120 s-thaw-120 s freeze (120 s protocol) and 180 s-freeze-120 s-thaw-180 s freeze (180 s protocol). The study was divided into two parts. First, to evaluate embryo survival, fertilized chicken eggs were incubated. On embryonic day (ED) 12, cryoablation on CAM was performed according to the two protocols. During cryoablation, the temperature of the CAM was recorded using a thermal camera. Embryo survival was monitored until ED 14. Second, to evaluate tumor cryoablation, human neuroendocrine tumor cells (BON-1) were xenografted onto the CAM of fertilized chicken eggs at ED 8. Cryoablation of the xenografted tumors was then performed on ED 12 according to the two protocols. Ablation outcomes were evaluated by stereomicroscopic and histological assessments after harvesting on ED 14.</p><p><strong>Results: </strong>Embryo survival rates were 8/9 in both protocols. A decrease in the peripheral temperature of 4.5 (± 0.9) °C and 6.7 (± 1.0) °C was observed in the 120 s and 180 s protocols, respectively. Complete ablation of CAM-grown tumors was observed in 2/6 (120 s protocol) and 2/5 (180 s protocol) cases, few scattered tumor cells remaining in 2/6 (120 s protocol) and 2/5 (180 s protocol) cases. Residual interconnected tumor cells were visible in 2/6 (120 s protocol) and 1/5 (180 s protocol) cases.</p><p><strong>Conclusion: </strong>The CAM model is a feasible platform for preclinical cryoablation studies.</p><p><strong>Relevance statement: </strong>Chorioallantoic membrane model is a suitable platform for preclinical cryoablation research.</p><p><strong>Key points: </strong>Chick embryos tolerate the temperature drop during cryoablation well with high survival. Effectiveness of cryoablation on xenografted tumors can be histologically evaluated. Cryoablation protocols for xenografted tumors can be further optimized.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"56"},"PeriodicalIF":3.7,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12116406/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144161157","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
Improved image quality and reduced acquisition time in prostate T2-weighted spin-echo MRI using a modified PI-RADS-adherent sequence. 使用改进的pi - rads粘附序列改善前列腺t2加权自旋回声MRI的图像质量和减少采集时间。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-24 DOI: 10.1186/s41747-025-00595-w
Stephen J Riederer, Eric A Borisch, Adam T Froemming, Roger C Grimm, Sara Hassanzadeh, Akira Kawashima, Naoki Takahashi, John Thomas

Background: Prostate imaging reporting and data system (PI-RADS) v2.1 guidelines for magnetic resonance imaging acquisition define a standard of 0.40 mm × 0.70 mm in-plane resolution (0.280 mm2 pixel area), but adherence has been challenging. We questioned if a modification of a PI-RADS-adherent T2-weighted (T2WI) sequence to one having equivalent pixel area could allow reduced acquisition time but provide improved diagnostic quality (DQ).

Methods: An adherent T2WI sequence was modified by reducing the frequency sampling, thereby reducing the signal bandwidth (BW). This was compensated by increasing the phase sampling for an equivalent pixel area (0.50 mm × 0.57 mm = 0.285 mm2). The BW reduction allowed a two-fold reduction in averaging, also enabling reduced acquisition time. The adherent and modified sequences were evaluated in phantoms and 62 consecutive prostate MRI subjects. Images were evaluated individually by four radiologists using a four-point DQ scale and using prostate imaging quality (PI-QUAL)v2. Each reviewer also indicated any sequence preference. The Wilcoxon test was used.

Results: In the phantom, mean signal-to-noise ratios were equivalent for the two sequences; superior frequency resolution for the adherent sequence, and superior phase resolution for the modified sequence were shown. Across 62 participants, the median acquisition time was reduced by 23%, from 3:55 min:s to 3:01 min:s. For all three means of comparison (DQ, PI-QUALv2, reader preference), the modified sequence was significantly superior (p ≤ 0.037).

Conclusion: Modification of the PI-RADS standard (0.40-mm frequency resolution) to an equivalent, more isotropic pixel area (0.28 mm2) reduced acquisition time and improved image quality.

Relevance statement: Generalization of the PI-RADSv.2.1 minimum technical standard for T2WI in-plane resolution to be more isotropic preserves the targeted high resolution, allowing reduced acquisition time, also reducing motion sensitivity, and improving image quality. This approach may also reduce the need for rescanning poor-quality sequences.

Key points: PI-RADSv2.1 suggests a standard T2WI sequence with 0.40 × 0.70 mm2 in-plane resolution. A modified PI-RADSv.2.1-adherent T2WI sequence with equivalent but more isotropic pixel area (0.50 × 0.57 mm2) allowed reduced scan times by 23% and significantly improved DQ. Superiority of the modified sequence appears due to reduced motion sensitivity.

背景:前列腺成像报告和数据系统(PI-RADS) v2.1磁共振成像采集指南定义了0.40 mm × 0.70 mm平面内分辨率(0.280 mm2像素面积)的标准,但遵守这一标准一直具有挑战性。我们质疑将pi - rads贴片t2加权(T2WI)序列修改为具有相同像素面积的序列是否可以减少采集时间,但提高诊断质量(DQ)。方法:通过减少频率采样对T2WI序列进行修改,从而降低信号带宽(BW)。这可以通过增加等效像素面积(0.50 mm × 0.57 mm = 0.285 mm2)的相位采样来补偿。BW的减少使得平均时间减少了两倍,同时也减少了采集时间。在幻影和62个连续的前列腺MRI受试者中评估粘附序列和修饰序列。影像由四名放射科医生使用四点DQ量表和前列腺成像质量(PI-QUAL)v2分别评估。每个审稿人还指出了任何顺序偏好。采用Wilcoxon检验。结果:在幻像中,两个序列的平均信噪比相等;贴附序列具有较好的频率分辨率,改进序列具有较好的相位分辨率。在62名参与者中,中位数获取时间减少了23%,从3:55分:s减少到3:01分:s。三种比较方法(DQ、PI-QUALv2、读者偏好),改良序列均显著优于(p≤0.037)。结论:将PI-RADS标准(0.40 mm频率分辨率)修改为等效的、更各向同性的像元面积(0.28 mm2),减少了采集时间,提高了图像质量。相关声明:将pi - radv .2.1 T2WI平面内分辨率最低技术标准一般化,使其更加各向同性,从而保留了目标的高分辨率,从而减少了采集时间,降低了运动灵敏度,提高了图像质量。这种方法还可以减少重新扫描质量差的序列的需要。重点:PI-RADSv2.1为标准T2WI序列,面内分辨率为0.40 × 0.70 mm2。改进的pi - radv .2.1粘附T2WI序列具有等效但更各向同性的像素面积(0.50 × 0.57 mm2),可将扫描次数减少23%,并显着提高DQ。改进序列的优越性在于降低了运动灵敏度。
{"title":"Improved image quality and reduced acquisition time in prostate T2-weighted spin-echo MRI using a modified PI-RADS-adherent sequence.","authors":"Stephen J Riederer, Eric A Borisch, Adam T Froemming, Roger C Grimm, Sara Hassanzadeh, Akira Kawashima, Naoki Takahashi, John Thomas","doi":"10.1186/s41747-025-00595-w","DOIUrl":"10.1186/s41747-025-00595-w","url":null,"abstract":"<p><strong>Background: </strong>Prostate imaging reporting and data system (PI-RADS) v2.1 guidelines for magnetic resonance imaging acquisition define a standard of 0.40 mm × 0.70 mm in-plane resolution (0.280 mm<sup>2</sup> pixel area), but adherence has been challenging. We questioned if a modification of a PI-RADS-adherent T2-weighted (T2WI) sequence to one having equivalent pixel area could allow reduced acquisition time but provide improved diagnostic quality (DQ).</p><p><strong>Methods: </strong>An adherent T2WI sequence was modified by reducing the frequency sampling, thereby reducing the signal bandwidth (BW). This was compensated by increasing the phase sampling for an equivalent pixel area (0.50 mm × 0.57 mm = 0.285 mm<sup>2</sup>). The BW reduction allowed a two-fold reduction in averaging, also enabling reduced acquisition time. The adherent and modified sequences were evaluated in phantoms and 62 consecutive prostate MRI subjects. Images were evaluated individually by four radiologists using a four-point DQ scale and using prostate imaging quality (PI-QUAL)v2. Each reviewer also indicated any sequence preference. The Wilcoxon test was used.</p><p><strong>Results: </strong>In the phantom, mean signal-to-noise ratios were equivalent for the two sequences; superior frequency resolution for the adherent sequence, and superior phase resolution for the modified sequence were shown. Across 62 participants, the median acquisition time was reduced by 23%, from 3:55 min:s to 3:01 min:s. For all three means of comparison (DQ, PI-QUALv2, reader preference), the modified sequence was significantly superior (p ≤ 0.037).</p><p><strong>Conclusion: </strong>Modification of the PI-RADS standard (0.40-mm frequency resolution) to an equivalent, more isotropic pixel area (0.28 mm<sup>2</sup>) reduced acquisition time and improved image quality.</p><p><strong>Relevance statement: </strong>Generalization of the PI-RADSv.2.1 minimum technical standard for T2WI in-plane resolution to be more isotropic preserves the targeted high resolution, allowing reduced acquisition time, also reducing motion sensitivity, and improving image quality. This approach may also reduce the need for rescanning poor-quality sequences.</p><p><strong>Key points: </strong>PI-RADSv2.1 suggests a standard T2WI sequence with 0.40 × 0.70 mm<sup>2</sup> in-plane resolution. A modified PI-RADSv.2.1-adherent T2WI sequence with equivalent but more isotropic pixel area (0.50 × 0.57 mm<sup>2</sup>) allowed reduced scan times by 23% and significantly improved DQ. Superiority of the modified sequence appears due to reduced motion sensitivity.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"55"},"PeriodicalIF":3.7,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12103434/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144136430","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
Lung volume assessment for mean dark-field coefficient calculation using different determination methods. 肺容积评估中平均暗场系数的计算采用不同的测定方法。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-23 DOI: 10.1186/s41747-025-00593-y
Florian T Gassert, Jule Heuchert, Rafael Schick, Henriette Bast, Theresa Urban, Tina Dorosti, Gregor S Zimmermann, Sebastian Ziegelmayer, Alexander W Marka, Markus Graf, Marcus R Makowski, Daniela Pfeiffer, Franz Pfeiffer

Background: Accurate lung volume determination is crucial for reliable dark-field imaging. We compared different approaches for the determination of lung volume in mean dark-field coefficient calculation.

Methods: In this retrospective analysis of data prospectively acquired between October 2018 and October 2020, patients at least 18 years of age who underwent chest computed tomography (CT) were screened for study participation. Inclusion criteria were the ability to consent and to stand upright without help. Exclusion criteria were pregnancy, lung cancer, pleural effusion, atelectasis, air space disease, ground-glass opacities, and pneumothorax. Lung volume was calculated using four methods: conventional radiography (CR) using shape information; a convolutional neural network (CNN) trained for CR; CT-based volume estimation; and results from pulmonary function testing (PFT). Results were compared using a Student t-test and Spearman ρ correlation statistics.

Results: We studied 81 participants (51 men, 30 women), aged 64 ± 12 years (mean ± standard deviation). All lung volumes derived from the various methods were different from each other: CR, 7.27 ± 1.64 L; CNN, 4.91 ± 1.05 L; CT, 5.25 ± 1.36 L; PFT, 6.54 L ± 1.52 L; p < 0.001 for all comparisons. A high positive correlation was found for all combinations (p < 0.001 for all), the highest one being between CT and CR (ρ = 0.88) and the lowest one between PFT and CNN (ρ = 0.78).

Conclusion: Lung volume and therefore mean dark-field coefficient calculation is highly dependent on the method used, taking into consideration different positioning and inhalation depths.

Relevance statement: This study underscores the impact of the method used for lung volume determination. In the context of mean dark-field coefficient calculation, CR-based methods are more desirable because both dark-field images and conventional images are acquired at the same breathing state, and therefore, biases due to differences in inhalation depth are eliminated.

Key points: Lung volume measurements vary significantly between different determination methods. Mean dark-field coefficient calculations require the same method to ensure comparability. Radiography-based methods simplify workflows and minimize biases, making them most suitable.

背景:准确的肺容量测定是可靠的暗场成像的关键。在平均暗场系数的计算中,我们比较了测定肺容积的不同方法。方法:回顾性分析2018年10月至2020年10月期间前瞻性获得的数据,筛选18岁以上接受胸部计算机断层扫描(CT)的患者参与研究。纳入标准是同意的能力和在没有帮助的情况下站立的能力。排除标准为妊娠、肺癌、胸腔积液、肺不张、气道疾病、毛玻璃混浊和气胸。肺体积计算采用四种方法:利用形状信息进行常规x线摄影(CR);为CR训练的卷积神经网络(CNN);基于ct的体积估计;肺功能检查(PFT)结果。结果采用学生t检验和Spearman ρ相关统计量进行比较。结果:81名参与者(男性51人,女性30人),年龄64±12岁(平均±标准差)。各种方法得到的肺容积各不相同:CR为7.27±1.64 L;Cnn, 4.91±1.05 l;Ct, 5.25±1.36 l;Pft, 6.54 l±1.52 l;p结论:考虑到不同的体位和吸入深度,肺容积和平均暗场系数的计算高度依赖于所采用的方法。相关声明:本研究强调了肺容量测定方法的影响。在平均暗场系数计算中,基于cr的方法更可取,因为暗场图像和常规图像都是在相同的呼吸状态下获得的,因此消除了因吸入深度差异而产生的偏差。重点:不同测定方法的肺体积测量值差异显著。平均暗场系数的计算需要相同的方法来保证可比性。基于放射学的方法简化了工作流程,并最大限度地减少了偏差,使其最适合。
{"title":"Lung volume assessment for mean dark-field coefficient calculation using different determination methods.","authors":"Florian T Gassert, Jule Heuchert, Rafael Schick, Henriette Bast, Theresa Urban, Tina Dorosti, Gregor S Zimmermann, Sebastian Ziegelmayer, Alexander W Marka, Markus Graf, Marcus R Makowski, Daniela Pfeiffer, Franz Pfeiffer","doi":"10.1186/s41747-025-00593-y","DOIUrl":"10.1186/s41747-025-00593-y","url":null,"abstract":"<p><strong>Background: </strong>Accurate lung volume determination is crucial for reliable dark-field imaging. We compared different approaches for the determination of lung volume in mean dark-field coefficient calculation.</p><p><strong>Methods: </strong>In this retrospective analysis of data prospectively acquired between October 2018 and October 2020, patients at least 18 years of age who underwent chest computed tomography (CT) were screened for study participation. Inclusion criteria were the ability to consent and to stand upright without help. Exclusion criteria were pregnancy, lung cancer, pleural effusion, atelectasis, air space disease, ground-glass opacities, and pneumothorax. Lung volume was calculated using four methods: conventional radiography (CR) using shape information; a convolutional neural network (CNN) trained for CR; CT-based volume estimation; and results from pulmonary function testing (PFT). Results were compared using a Student t-test and Spearman ρ correlation statistics.</p><p><strong>Results: </strong>We studied 81 participants (51 men, 30 women), aged 64 ± 12 years (mean ± standard deviation). All lung volumes derived from the various methods were different from each other: CR, 7.27 ± 1.64 L; CNN, 4.91 ± 1.05 L; CT, 5.25 ± 1.36 L; PFT, 6.54 L ± 1.52 L; p < 0.001 for all comparisons. A high positive correlation was found for all combinations (p < 0.001 for all), the highest one being between CT and CR (ρ = 0.88) and the lowest one between PFT and CNN (ρ = 0.78).</p><p><strong>Conclusion: </strong>Lung volume and therefore mean dark-field coefficient calculation is highly dependent on the method used, taking into consideration different positioning and inhalation depths.</p><p><strong>Relevance statement: </strong>This study underscores the impact of the method used for lung volume determination. In the context of mean dark-field coefficient calculation, CR-based methods are more desirable because both dark-field images and conventional images are acquired at the same breathing state, and therefore, biases due to differences in inhalation depth are eliminated.</p><p><strong>Key points: </strong>Lung volume measurements vary significantly between different determination methods. Mean dark-field coefficient calculations require the same method to ensure comparability. Radiography-based methods simplify workflows and minimize biases, making them most suitable.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"53"},"PeriodicalIF":3.7,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12102047/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144133140","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
7-T MRI-based surrogate for histopathology examination of liver fibrosis. 基于7-T mri的肝纤维化组织病理学检查方法。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-23 DOI: 10.1186/s41747-025-00589-8
Jérémy Dana, Antonin Fattori, Chrystelle Po, Aurélie Beaufrère, Valérie Vilgrain, Valérie Paradis, Patrick Pessaux, Thomas F Baumert, Benoît Gallix, Aïna Venkatasamy

Background: To demonstrate that 7-T magnetic resonance imaging (MRI) provides a surrogate for histopathology of fresh ex vivo liver tissue, using the case study of liver fibrosis.

Methods: We prospectively enrolled 20 patients undergoing surgical liver resection between November 2021 and April 2023. Each ex vivo fresh liver tissue specimen (~ 1 cm3) was sectioned in half. The first half, stained using Masson's Trichrome and Perls, was assessed by three pathologists using the METAVIR score (reference standard). The second half was imaged with 7-T MRI using a cryoprobe (fat-suppressed T2-weighted turbo/fast spin-echo sequence, spatial resolution 75 × 75 × 200 µm3) and assessed by three radiologists and the same three pathologists, using a newly developed MRI-METAVIR score.

Results: Five patients were excluded from the final analysis (one patient due to poor specimen quality, two due to surgery cancellation, and two previously published used for reader training). Of the remaining 15 patients, 10 (67%) presented with chronic liver diseases and 8/15 (53%) with advanced (F3 or F4) fibrosis. Radiologists achieved 88% sensitivity, 100% specificity, 93% accuracy (95% confidence interval 68-100%) and 0.94 Harrell's c-index (0.86-1.00). Pathologists achieved 88% sensitivity, 86% specificity, 87% accuracy (60-98%) and 0.87 Harrell's c-index (0.74-0.99). There were no statistically significant differences between MRI-based and pathologic reference standard stage (p ≥ 0.655).

Conclusion: With an in-plane spatial resolution of ~ 75 × 75 µm2, MRI paralleled low-magnification histology, enabling the assessment of micro-architectural liver changes, and provided a surrogate for histopathology examination of fresh ex vivo liver tissue samples at a microscopic level.

Relevance statement: 7-T MRI provides a surrogate for histopathology visualisation of fresh ex vivo liver tissue, opening new research perspectives for clinical high-field MRI of the liver.

Key points: Using the newly developed MRI-METAVIR score, 7-T MRI data strongly correlated with histopathology, achieving excellent agreement and accuracy. 7-T MRI accurately differentiated advanced from minimal liver fibrosis. 7-T MRI visualises liver micro-architecture, enabling pathology-like, noninvasive three-dimensional imaging.

背景:通过肝纤维化的病例研究,证明7-T磁共振成像(MRI)为新鲜离体肝组织的组织病理学提供了替代方法。方法:我们前瞻性地招募了20例于2021年11月至2023年4月期间接受肝切除术的患者。每个离体新鲜肝组织标本(~ 1 cm3)切成两半。前半部分用马森三色法和珀尔染色,由三名病理学家使用METAVIR评分(参考标准)进行评估。下半部分使用冷冻探针(脂肪抑制t2加权涡轮/快速自旋回波序列,空间分辨率75 × 75 × 200µm3)进行7-T MRI成像,并由三名放射科医生和同样的三名病理学家使用新开发的MRI- metavir评分进行评估。结果:5例患者被排除在最终分析之外(1例因标本质量差,2例因手术取消,2例既往发表用于读者培训)。其余15例患者中,10例(67%)表现为慢性肝病,8/15例(53%)为晚期(F3或F4)纤维化。放射科医师的灵敏度为88%,特异性为100%,准确率为93%(95%置信区间为68-100%),Harrell c指数为0.94(0.86-1.00)。病理学家的敏感性为88%,特异性为86%,准确性为87% (60-98%),Harrell c指数为0.87(0.74-0.99)。mri分期与病理标准分期比较差异无统计学意义(p≥0.655)。结论:MRI面内空间分辨率为~ 75 × 75µm2,与低放大组织学平行,可评估肝脏微结构变化,为新鲜离体肝组织样本的显微病理检查提供替代。相关声明:7-T MRI为新鲜离体肝组织的组织病理学可视化提供了替代方法,为肝脏临床高场MRI开辟了新的研究视角。重点:使用新开发的MRI- metavir评分,7-T MRI数据与组织病理学强相关,具有极好的一致性和准确性。7-T MRI准确区分晚期和轻度肝纤维化。7-T MRI显示肝脏微结构,实现病理样的无创三维成像。
{"title":"7-T MRI-based surrogate for histopathology examination of liver fibrosis.","authors":"Jérémy Dana, Antonin Fattori, Chrystelle Po, Aurélie Beaufrère, Valérie Vilgrain, Valérie Paradis, Patrick Pessaux, Thomas F Baumert, Benoît Gallix, Aïna Venkatasamy","doi":"10.1186/s41747-025-00589-8","DOIUrl":"10.1186/s41747-025-00589-8","url":null,"abstract":"<p><strong>Background: </strong>To demonstrate that 7-T magnetic resonance imaging (MRI) provides a surrogate for histopathology of fresh ex vivo liver tissue, using the case study of liver fibrosis.</p><p><strong>Methods: </strong>We prospectively enrolled 20 patients undergoing surgical liver resection between November 2021 and April 2023. Each ex vivo fresh liver tissue specimen (~ 1 cm<sup>3</sup>) was sectioned in half. The first half, stained using Masson's Trichrome and Perls, was assessed by three pathologists using the METAVIR score (reference standard). The second half was imaged with 7-T MRI using a cryoprobe (fat-suppressed T2-weighted turbo/fast spin-echo sequence, spatial resolution 75 × 75 × 200 µm<sup>3</sup>) and assessed by three radiologists and the same three pathologists, using a newly developed MRI-METAVIR score.</p><p><strong>Results: </strong>Five patients were excluded from the final analysis (one patient due to poor specimen quality, two due to surgery cancellation, and two previously published used for reader training). Of the remaining 15 patients, 10 (67%) presented with chronic liver diseases and 8/15 (53%) with advanced (F3 or F4) fibrosis. Radiologists achieved 88% sensitivity, 100% specificity, 93% accuracy (95% confidence interval 68-100%) and 0.94 Harrell's c-index (0.86-1.00). Pathologists achieved 88% sensitivity, 86% specificity, 87% accuracy (60-98%) and 0.87 Harrell's c-index (0.74-0.99). There were no statistically significant differences between MRI-based and pathologic reference standard stage (p ≥ 0.655).</p><p><strong>Conclusion: </strong>With an in-plane spatial resolution of ~ 75 × 75 µm<sup>2</sup>, MRI paralleled low-magnification histology, enabling the assessment of micro-architectural liver changes, and provided a surrogate for histopathology examination of fresh ex vivo liver tissue samples at a microscopic level.</p><p><strong>Relevance statement: </strong>7-T MRI provides a surrogate for histopathology visualisation of fresh ex vivo liver tissue, opening new research perspectives for clinical high-field MRI of the liver.</p><p><strong>Key points: </strong>Using the newly developed MRI-METAVIR score, 7-T MRI data strongly correlated with histopathology, achieving excellent agreement and accuracy. 7-T MRI accurately differentiated advanced from minimal liver fibrosis. 7-T MRI visualises liver micro-architecture, enabling pathology-like, noninvasive three-dimensional imaging.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"54"},"PeriodicalIF":3.7,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12102402/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144133072","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
MRI-based pseudo-CT sequences as a radiation-free alternative to CT for obstetric pelvimetry: a proof-of-concept study. 基于核磁共振的伪CT序列作为产科骨盆测量CT的无辐射替代方案:概念验证研究。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-19 DOI: 10.1186/s41747-025-00585-y
Caroline Chabot, Mathilde Haegeman, Eya Chaouch, Dana Dumitriu, Renaud Menten, Patricia Steenhaut, Pierre Bernard, Perrine Triqueneaux, Nicolas Michoux, Frédéric E Lecouvet

Background: Pelvimetry is essential in obstetrics for delivery planning. While computed tomography (CT) is the standard, magnetic resonance imaging (MRI) offers a radiation-free alternative with zero echo time (ZTE) and black bone (BB) sequences providing high bone-to-soft tissue contrast within short scan times. This proof-of-concept study evaluates the reliability of these sequences and the agreement with CT for pelvimetry in a predominantly elderly population.

Methods: This retrospective study included 21 female patients who underwent 3-T whole-body MRI including ZTE and BB sequences and 18fluorodeoxyglucose (18F-FDG) positron emission tomography (PET)/CT with optimized low-dose whole-body CT. Obstetric conjugate diameter (OCD), interspinous diameter (ISD), and median transverse diameter (MTD) were measured by five radiologists. Intra-reader, inter-reader, and inter-technique agreement were assessed using intraclass correlation coefficient (ICC) and repeatability/reproducibility coefficients.

Results: Intra-reader agreement was good regardless of diameter or reader: all ICC ≥ 0.90, repeatability ranging from ± 0.26 to ± 0.48 cm (CT), ± 0.30 to ± 0.52 cm (BB), and ± 0.29 to ± 0.67 cm (ZTE). The inter-reader agreement was good regardless of sequence: all ICC ≥ 0.88, reproducibility ranging from ± 0.39 to ± 0.42 (OCD), ± 0.26 to ± 0.51 cm (ISD), and ± 0.53 to ± 0.58 cm (MTD). ZTE and BB showed similar agreement with CT: ± 0.57 to ± 0.81 cm when including inter-reader variability; ± 0.34 to ± 0.47 cm for only intra-reader variability.

Conclusion: ZTE and BB sequences provided reliable measurements with good agreement with CT, for obstetric pelvimetry. Further validation in the context of pregnancy is needed.

Relevance statement: MRI-based pseudo-CT sequences are a promising radiation-free alternative to CT for obstetric pelvimetry, offering the prospect of accurate, reliable measurements of pelvic diameters in pregnant women.

Trial registration: The population included female patients with suspected multiple myeloma from a previous prospective oncology trial (ClinicalTrials.gov: NCT05381077).

Key points: This study explores pseudo-CT MRI sequences for radiation-free non-invasive obstetric pelvimetry. Pseudo-CT zero echo time and black bone sequences provide repeatable and reproducible measurements of pelvic diameters. Pseudo-CT MRI sequences show good inter-technique agreement with the reference CT.

背景:骨盆测量在产科分娩计划中是必不可少的。虽然计算机断层扫描(CT)是标准,但磁共振成像(MRI)提供了零回波时间(中兴通讯)和黑骨(BB)序列的无辐射替代方案,可在短扫描时间内提供高骨-软组织对比度。这项概念验证研究评估了这些序列的可靠性,并与CT在主要老年人群中骨盆测量的一致性。方法:回顾性研究21例女性患者,行3-T全身MRI(包括ZTE和BB序列)和18氟脱氧葡萄糖(18F-FDG)正电子发射断层扫描(PET)/CT,优化低剂量全身CT。产科共轭直径(OCD)、棘间直径(ISD)和中位横径(MTD)由5名放射科医生测量。使用类内相关系数(ICC)和可重复性/再现性系数评估阅读器内、阅读器间和技术间的一致性。结果:无论直径或读取器,读取器内一致性良好:所有ICC≥0.90,重复性范围为±0.26至±0.48 cm (CT),±0.30至±0.52 cm (BB)和±0.29至±0.67 cm(中兴)。无论序列如何,阅读器间一致性良好:所有ICC≥0.88,重现性范围为±0.39至±0.42 (OCD),±0.26至±0.51 cm (ISD)和±0.53至±0.58 cm (MTD)。中兴通讯和BB显示出与CT相似的一致性:当包括阅读器间变异时,±0.57至±0.81 cm;±0.34至±0.47 cm仅为读取器内变异。结论:中兴和BB序列为产科骨盆测量提供了可靠的测量结果,与CT吻合良好。需要在妊娠背景下进一步验证。相关声明:基于mri的伪CT序列是一种很有前途的无辐射产科骨盆测量替代CT,为孕妇骨盆直径的准确、可靠测量提供了前景。试验注册:人群包括先前前瞻性肿瘤试验(ClinicalTrials.gov: NCT05381077)中疑似多发性骨髓瘤的女性患者。本研究探讨了伪ct MRI序列在无辐射无创产科骨盆测量中的应用。伪ct零回声时间和黑骨序列提供可重复和可再现的骨盆直径测量。伪CT MRI序列显示与参考CT具有良好的技术一致性。
{"title":"MRI-based pseudo-CT sequences as a radiation-free alternative to CT for obstetric pelvimetry: a proof-of-concept study.","authors":"Caroline Chabot, Mathilde Haegeman, Eya Chaouch, Dana Dumitriu, Renaud Menten, Patricia Steenhaut, Pierre Bernard, Perrine Triqueneaux, Nicolas Michoux, Frédéric E Lecouvet","doi":"10.1186/s41747-025-00585-y","DOIUrl":"10.1186/s41747-025-00585-y","url":null,"abstract":"<p><strong>Background: </strong>Pelvimetry is essential in obstetrics for delivery planning. While computed tomography (CT) is the standard, magnetic resonance imaging (MRI) offers a radiation-free alternative with zero echo time (ZTE) and black bone (BB) sequences providing high bone-to-soft tissue contrast within short scan times. This proof-of-concept study evaluates the reliability of these sequences and the agreement with CT for pelvimetry in a predominantly elderly population.</p><p><strong>Methods: </strong>This retrospective study included 21 female patients who underwent 3-T whole-body MRI including ZTE and BB sequences and <sup>18</sup>fluorodeoxyglucose (<sup>18</sup>F-FDG) positron emission tomography (PET)/CT with optimized low-dose whole-body CT. Obstetric conjugate diameter (OCD), interspinous diameter (ISD), and median transverse diameter (MTD) were measured by five radiologists. Intra-reader, inter-reader, and inter-technique agreement were assessed using intraclass correlation coefficient (ICC) and repeatability/reproducibility coefficients.</p><p><strong>Results: </strong>Intra-reader agreement was good regardless of diameter or reader: all ICC ≥ 0.90, repeatability ranging from ± 0.26 to ± 0.48 cm (CT), ± 0.30 to ± 0.52 cm (BB), and ± 0.29 to ± 0.67 cm (ZTE). The inter-reader agreement was good regardless of sequence: all ICC ≥ 0.88, reproducibility ranging from ± 0.39 to ± 0.42 (OCD), ± 0.26 to ± 0.51 cm (ISD), and ± 0.53 to ± 0.58 cm (MTD). ZTE and BB showed similar agreement with CT: ± 0.57 to ± 0.81 cm when including inter-reader variability; ± 0.34 to ± 0.47 cm for only intra-reader variability.</p><p><strong>Conclusion: </strong>ZTE and BB sequences provided reliable measurements with good agreement with CT, for obstetric pelvimetry. Further validation in the context of pregnancy is needed.</p><p><strong>Relevance statement: </strong>MRI-based pseudo-CT sequences are a promising radiation-free alternative to CT for obstetric pelvimetry, offering the prospect of accurate, reliable measurements of pelvic diameters in pregnant women.</p><p><strong>Trial registration: </strong>The population included female patients with suspected multiple myeloma from a previous prospective oncology trial (ClinicalTrials.gov: NCT05381077).</p><p><strong>Key points: </strong>This study explores pseudo-CT MRI sequences for radiation-free non-invasive obstetric pelvimetry. Pseudo-CT zero echo time and black bone sequences provide repeatable and reproducible measurements of pelvic diameters. Pseudo-CT MRI sequences show good inter-technique agreement with the reference CT.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"52"},"PeriodicalIF":3.7,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12089014/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144095018","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
Comparison of four MRI diffusion models to differentiate benign from metastatic retropharyngeal lymph nodes. 四种MRI扩散模型鉴别咽后淋巴结良性与转移的比较。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-13 DOI: 10.1186/s41747-025-00590-1
Jun Liu, Li Hua, Fei Wang, Ming Chen, Yinan Sun, Zhi Hu, Luqing Shu, Andong He, Mengxiao Liu, Qing Yang, Juan Zhu, Yinfeng Qian

Background: Conventional magnetic resonance diffusion-weighted imaging (DWI) and morphological features have limitations in distinguishing benign from metastatic retropharyngeal lymph nodes (RLNs). We aimed to compare the value of continuous-time random walk (CTRW), fractional-order calculus (FROC), stretched-exponential model (SEM), and conventional DWI, in combination with morphological features, for differentiating between the two groups.

Methods: Fifty-nine patients with 68 RLNs (23 benign and 45 metastatic) were enrolled. All patients underwent DWI with 12 b-values. Diffusion data were reconstructed using conventional DWI, SEM, FROC, and CTRW models, yielding nine parameters: apparent diffusion coefficient (ADC), distributed diffusion coefficient (DDC)SEM, αSEM, DFROC, βFROC, μFROC, DCTRW, αCTRW, and βCTRW. Diffusion parameters and morphological features were compared using Mann-Whitney U, independent sample t, or χ2 tests. Logistic regression analysis was performed to identify the best diffusion indicator for classification and to develop a multiparameter model combining morphological features. Area under the receiver operating curve (AUC) and DeLong tests were used.

Results: Significant differences in diffusion parameters were found between benign and metastatic RLNs, except for αCTRW (p ≤ 0.022). Benign RLNs exhibited higher ADC, DDCSEM, DFROC, and DCTRW, while metastatic RLNs had higher αSEM, βFROC, μFROC, and βCTRW. Multivariate logistic regression analysis identified βCTRW as the optimal single diffusion indicator (AUC = 0.913). The combined model of βCTRW with morphological features further improved diagnostic performance and yielded an AUC of 0.948.

Conclusion: βCTRW is an effective noninvasive biomarker for distinguishing between benign and metastatic RLNs. Thus, combining βCTRW with morphological features enhances diagnostic efficiency.

Relevance statement: This study demonstrates that βCTRW, derived from the continuous-time random walk diffusion model, when integrated with morphological features, offers a reliable, noninvasive diagnostic approach for differentiating between benign and metastatic retropharyngeal lymph nodes.

Key points: Non-Gaussian diffusion metrics outperformed conventional DWI. βCTRW was the best indicator for distinguishing benign from metastatic lymph nodes. Combining βCTRW with minimal axial diameter further improved diagnostic efficiency.

背景:传统的磁共振扩散加权成像(DWI)和形态学特征在区分咽后淋巴结(RLNs)的良性和转移性方面存在局限性。我们的目的是比较连续时间随机漫步(CTRW)、分数阶微积分(FROC)、拉伸指数模型(SEM)和传统DWI的价值,并结合形态学特征来区分两组。方法:纳入59例68例RLNs(23例为良性,45例为转移性)。所有患者均行DWI 12b值检查。采用常规DWI、SEM、FROC和CTRW模型重构扩散数据,得到表观扩散系数(ADC)、分布扩散系数(DDC)SEM、αSEM、DFROC、βFROC、μFROC、DCTRW、αCTRW和βCTRW 9个参数。扩散参数和形态特征的比较采用Mann-Whitney U、独立样本t或χ2检验。通过Logistic回归分析确定最佳的扩散指标,并结合形态学特征建立多参数模型。采用受试者工作曲线下面积(AUC)和DeLong试验。结果:除αCTRW外,良性RLNs与转移性RLNs的扩散参数差异有统计学意义(p≤0.022)。良性RLNs具有较高的ADC、DDCSEM、DFROC和DCTRW,而转移性RLNs具有较高的αSEM、βFROC、μFROC和βCTRW。多因素logistic回归分析发现,βCTRW为最优的单一扩散指标(AUC = 0.913)。βCTRW与形态学特征的联合模型进一步提高了诊断效能,AUC为0.948。结论:βCTRW是鉴别良性和转移性RLNs的有效无创生物标志物。因此,将βCTRW与形态学特征结合可以提高诊断效率。相关声明:本研究表明,来自连续时间随机游走扩散模型的βCTRW与形态学特征相结合,为区分良性和转移性咽后淋巴结提供了一种可靠、无创的诊断方法。重点:非高斯扩散指标优于传统DWI。βCTRW是区分良性和转移性淋巴结的最佳指标。结合βCTRW与最小轴径进一步提高了诊断效率。
{"title":"Comparison of four MRI diffusion models to differentiate benign from metastatic retropharyngeal lymph nodes.","authors":"Jun Liu, Li Hua, Fei Wang, Ming Chen, Yinan Sun, Zhi Hu, Luqing Shu, Andong He, Mengxiao Liu, Qing Yang, Juan Zhu, Yinfeng Qian","doi":"10.1186/s41747-025-00590-1","DOIUrl":"10.1186/s41747-025-00590-1","url":null,"abstract":"<p><strong>Background: </strong>Conventional magnetic resonance diffusion-weighted imaging (DWI) and morphological features have limitations in distinguishing benign from metastatic retropharyngeal lymph nodes (RLNs). We aimed to compare the value of continuous-time random walk (CTRW), fractional-order calculus (FROC), stretched-exponential model (SEM), and conventional DWI, in combination with morphological features, for differentiating between the two groups.</p><p><strong>Methods: </strong>Fifty-nine patients with 68 RLNs (23 benign and 45 metastatic) were enrolled. All patients underwent DWI with 12 b-values. Diffusion data were reconstructed using conventional DWI, SEM, FROC, and CTRW models, yielding nine parameters: apparent diffusion coefficient (ADC), distributed diffusion coefficient (DDC)<sub>SEM</sub>, α<sub>SEM</sub>, D<sub>FROC</sub>, β<sub>FROC</sub>, μ<sub>FROC</sub>, D<sub>CTRW</sub>, α<sub>CTRW</sub>, and β<sub>CTRW</sub>. Diffusion parameters and morphological features were compared using Mann-Whitney U, independent sample t, or χ<sup>2</sup> tests. Logistic regression analysis was performed to identify the best diffusion indicator for classification and to develop a multiparameter model combining morphological features. Area under the receiver operating curve (AUC) and DeLong tests were used.</p><p><strong>Results: </strong>Significant differences in diffusion parameters were found between benign and metastatic RLNs, except for α<sub>CTRW</sub> (p ≤ 0.022). Benign RLNs exhibited higher ADC, DDC<sub>SEM</sub>, D<sub>FROC</sub>, and D<sub>CTRW</sub>, while metastatic RLNs had higher α<sub>SEM</sub>, β<sub>FROC</sub>, μ<sub>FROC</sub>, and β<sub>CTRW</sub>. Multivariate logistic regression analysis identified β<sub>CTRW</sub> as the optimal single diffusion indicator (AUC = 0.913). The combined model of β<sub>CTRW</sub> with morphological features further improved diagnostic performance and yielded an AUC of 0.948.</p><p><strong>Conclusion: </strong>β<sub>CTRW</sub> is an effective noninvasive biomarker for distinguishing between benign and metastatic RLNs. Thus, combining β<sub>CTRW</sub> with morphological features enhances diagnostic efficiency.</p><p><strong>Relevance statement: </strong>This study demonstrates that β<sub>CTRW</sub>, derived from the continuous-time random walk diffusion model, when integrated with morphological features, offers a reliable, noninvasive diagnostic approach for differentiating between benign and metastatic retropharyngeal lymph nodes.</p><p><strong>Key points: </strong>Non-Gaussian diffusion metrics outperformed conventional DWI. β<sub>CTRW</sub> was the best indicator for distinguishing benign from metastatic lymph nodes. Combining β<sub>CTRW</sub> with minimal axial diameter further improved diagnostic efficiency.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"50"},"PeriodicalIF":3.7,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12075726/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144051975","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
31P-MRS saturation transfer for assessing human hepatic ATP synthesis at clinical field strength. 31P-MRS饱和转移在临床场强下评估人肝脏ATP合成。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-13 DOI: 10.1186/s41747-025-00588-9
Marc Jonuscheit, Benedict Korzekwa, Michael Schär, Julian Mevenkamp, Stefan Wierichs, Pavel Bobrov, Theresia Sarabhai, Sabine Kahl, Michael Roden, Vera B Schrauwen-Hinderling

Background: 31P-magnetic resonance spectroscopy (MRS) saturation transfer (ST) allows for noninvasive investigation of liver energy metabolism by assessing flux rates of adenosine triphosphate (ATP) synthesis. However, this technique has rarely been applied at clinical field strengths because of long examination times and contamination from muscle tissue. Our aim was to establish a new method to robustly assess ATP synthesis using a clinical scanner.

Methods: A prospective single-center study was performed (January 2023-August 2024) within the German Diabetes Study. We established a suitable 31P-MRS ST protocol, tested it in vitro and in vivo and assessed its reproducibility. We assessed the hepatic apparent spin-lattice relaxation time of inorganic phosphate ( T 1 , P i ' ), equilibrium forward rate constant ( k f ), and forward ATP synthesis rate ( F A T P ) in nine control volunteers (CON) (six females) and eight patients (five females) with type 1 diabetes (T1D) and compared differences by ANOVA.

Results: Reproducibility assessment in nine CON, aged 27 ± 4 years (mean ± standard deviation), yielded coefficients of variation for repeated measurements of 7.1% and 21.3% for T 1 , P i ' and k f , respectively. Group comparison revealed higher hepatic k f (0.34 ± 0.03 s-1 versus 0.16 ± 0.03 s-1; p = 0.001) and F A T P (35.3 ± 3.5 mM/min versus 16.4 ± 3.5 mM/min; p = 0.002) in CON than in T1D, aged 42 ± 15 years, respectively.

Conclusion: This 31P-MRS ST method allowed for robust assessment of hepatic ATP synthesis at clinical field strength and was sensitive enough to detect differences between CON and T1D volunteers.

Relevance statement: Noninvasive methods to investigate hepatic energy metabolism are urgently needed to evaluate liver health while preventing unnecessary biopsies. For broad clinical applicability, the robustness shown by the proposed method at clinical field strength is crucial.

Trial registration: ClinicalTrials.gov: NCT01055093-Prospective study on diabetes mellitus and its complications in newly diagnosed adult patients (GDC), NCT01055093, Registered: 01/22/2010, https://clinicaltrials.gov/study/N

背景:31p磁共振波谱(MRS)饱和转移(ST)通过评估三磷酸腺苷(ATP)合成的通量率,可以对肝脏能量代谢进行无创研究。然而,由于长时间的检查和肌肉组织的污染,这种技术很少应用于临床场强。我们的目的是建立一种新的方法来可靠地评估ATP合成使用临床扫描仪。方法:在德国糖尿病研究中进行了一项前瞻性单中心研究(2023年1月- 2024年8月)。我们建立了合适的31P-MRS ST方案,在体外和体内进行了测试,并评估了其重复性。我们评估了9名对照志愿者(CON)(6名女性)和8名1型糖尿病患者(T1D)的肝脏无机磷酸盐的表观自旋晶格弛豫时间(t1, P i ')、平衡正向速率常数(k f)和正向ATP合成速率(f ATP),并通过方差分析比较了差异。结果:9例年龄为27±4岁的患者(平均±标准差)的重复性评估结果显示,t1、pi′和kf的重复测量变异系数分别为7.1%和21.3%。组间比较,肝脏kf升高(0.34±0.03 s-1 vs 0.16±0.03 s-1);p = 0.001)和F A T p(35.3±3.5 mM/min vs 16.4±3.5 mM/min;p = 0.002),年龄分别为42±15岁。结论:这种31P-MRS ST方法可以在临床场强下可靠地评估肝脏ATP合成,并且足够敏感,可以检测CON和T1D志愿者之间的差异。相关性声明:迫切需要无创方法来调查肝脏能量代谢,以评估肝脏健康,同时防止不必要的活检。为了广泛的临床适用性,所提出的方法在临床场强下的稳健性是至关重要的。试验注册:ClinicalTrials.gov: NCT01055093-新诊断成人糖尿病及其并发症的前瞻性研究(GDC), NCT01055093,注册:2010年1月22日,https://clinicaltrials.gov/study/NCT01055093?term=NCT01055093&rank=1#study-overview。重点:提出的磁共振波谱法计算临床场强下肝脏ATP合成率。该方案显示出可接受的再现性和光谱,没有肌肉污染。该方法可以检测出1型糖尿病患者和对照组之间的差异。
{"title":"<sup>31</sup>P-MRS saturation transfer for assessing human hepatic ATP synthesis at clinical field strength.","authors":"Marc Jonuscheit, Benedict Korzekwa, Michael Schär, Julian Mevenkamp, Stefan Wierichs, Pavel Bobrov, Theresia Sarabhai, Sabine Kahl, Michael Roden, Vera B Schrauwen-Hinderling","doi":"10.1186/s41747-025-00588-9","DOIUrl":"10.1186/s41747-025-00588-9","url":null,"abstract":"<p><strong>Background: </strong><sup>31</sup>P-magnetic resonance spectroscopy (MRS) saturation transfer (ST) allows for noninvasive investigation of liver energy metabolism by assessing flux rates of adenosine triphosphate (ATP) synthesis. However, this technique has rarely been applied at clinical field strengths because of long examination times and contamination from muscle tissue. Our aim was to establish a new method to robustly assess ATP synthesis using a clinical scanner.</p><p><strong>Methods: </strong>A prospective single-center study was performed (January 2023-August 2024) within the German Diabetes Study. We established a suitable <sup>31</sup>P-MRS ST protocol, tested it in vitro and in vivo and assessed its reproducibility. We assessed the hepatic apparent spin-lattice relaxation time of inorganic phosphate ( <math> <msubsup><mrow><mi>T</mi></mrow> <mrow><mn>1</mn> <mo>,</mo> <mi>P</mi> <mi>i</mi></mrow> <mrow><mo>'</mo></mrow> </msubsup> </math> ), equilibrium forward rate constant ( <math> <msub><mrow><mi>k</mi></mrow> <mrow><mi>f</mi></mrow> </msub> </math> ), and forward ATP synthesis rate ( <math> <msub><mrow><mi>F</mi></mrow> <mrow><mi>A</mi> <mi>T</mi> <mi>P</mi></mrow> </msub> </math> ) in nine control volunteers (CON) (six females) and eight patients (five females) with type 1 diabetes (T1D) and compared differences by ANOVA.</p><p><strong>Results: </strong>Reproducibility assessment in nine CON, aged 27 ± 4 years (mean ± standard deviation), yielded coefficients of variation for repeated measurements of 7.1% and 21.3% for <math> <msubsup><mrow><mi>T</mi></mrow> <mrow><mn>1</mn> <mo>,</mo> <mi>P</mi> <mi>i</mi></mrow> <mrow><mo>'</mo></mrow> </msubsup> </math> and <math> <msub><mrow><mi>k</mi></mrow> <mrow><mi>f</mi></mrow> </msub> </math> , respectively. Group comparison revealed higher hepatic <math> <msub><mrow><mi>k</mi></mrow> <mrow><mi>f</mi></mrow> </msub> </math> (0.34 ± 0.03 s<sup>-1</sup> versus 0.16 ± 0.03 s<sup>-1</sup>; p = 0.001) and <math> <msub><mrow><mi>F</mi></mrow> <mrow><mi>A</mi> <mi>T</mi> <mi>P</mi></mrow> </msub> </math> (35.3 ± 3.5 mM/min versus 16.4 ± 3.5 mM/min; p = 0.002) in CON than in T1D, aged 42 ± 15 years, respectively.</p><p><strong>Conclusion: </strong>This <sup>31</sup>P-MRS ST method allowed for robust assessment of hepatic ATP synthesis at clinical field strength and was sensitive enough to detect differences between CON and T1D volunteers.</p><p><strong>Relevance statement: </strong>Noninvasive methods to investigate hepatic energy metabolism are urgently needed to evaluate liver health while preventing unnecessary biopsies. For broad clinical applicability, the robustness shown by the proposed method at clinical field strength is crucial.</p><p><strong>Trial registration: </strong>ClinicalTrials.gov: NCT01055093-Prospective study on diabetes mellitus and its complications in newly diagnosed adult patients (GDC), NCT01055093, Registered: 01/22/2010, https://clinicaltrials.gov/study/N","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"51"},"PeriodicalIF":3.7,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12075714/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144037811","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
Photon-counting CT for bullet material differentiation: applications in forensic radiology. 光子计数CT鉴别子弹材料:在法医放射学中的应用。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-04 DOI: 10.1186/s41747-025-00586-x
Benedikt M Schaarschmidt, Jan Hegmanns, Jörg Wulff, Viktor Haase, Sebastian Faby, Felix Baum, Christian Bäumer, Sebastian Zensen, Johannes Haubold, Benno Hartung

Background: Gunshot deaths due to homicide or military encounters are a major health concern. Noninvasive bullet characterization is of major importance for patients with lodged bullets or in mass disasters with multiple cadavers, which must be prioritized for autopsy. Therefore, the aim of this study was to investigate whether brass and lead bullets can be differentiated using photon-counting CT (PCCT).

Methods: Nine different lead (n = 6) or brass (n = 3) bullets were investigated on a state-of-the-art PCCT using a clinically unavailable research mode. Here, four image sets were reconstructed for different energy thresholds (20, 55, 72, 90 keV). Three circular regions of interest were placed on the 20-keV threshold images by two readers and automatically copied to the three other threshold images. Based on measured HU mean and max values, dual-energy indices (DEI) were calculated for the low/high energy threshold pairs of 20/90, 55/90, and 72/90 keV.

Results: Significant differences of DEIs between lead and brass projectiles were observed for the 20/90 keV DEI for HU mean ± standard deviation values (Qr40 kernel, lead: -0.085 ± 0.021, brass: 0.024 ± 0.048) and HU max values (Qr40 kernel, lead: -0.093 ± 0.011, brass: 0.023 ± 0.057) (p < 0.001 for both). Differences decreased for the 55/90 and 72/90 keV DEIs between the two projectile materials but remained statistically significant.

Conclusion: In this PCCT phantom study, significant differences were observed between lead and brass bullets in the different energy threshold images.

Relevance statement: Photon-counting CT could be a promising tool for bullet identification as significant differences were found in the different energy threshold images for lead and brass bullets, with application in clinical and forensic radiology.

Key points: In emergency settings, noninvasive bullet characterization is of importance for law enforcement. Bullet material characterization can be performed using photon-counting CT. These characteristics can be quantified in the four different energy threshold images.

背景:由于凶杀或军事遭遇造成的枪击死亡是一个主要的健康问题。非侵入性子弹特征对于子弹滞留患者或有多具尸体的大规模灾难具有重要意义,必须优先进行尸检。因此,本研究的目的是探讨使用光子计数CT (PCCT)是否可以区分黄铜和铅子弹。方法:九种不同的铅弹(n = 6)或黄铜弹(n = 3)在最先进的PCCT上使用临床不可用的研究模式进行研究。在此,对不同能量阈值(20、55、72、90 keV)下的四组图像进行重构。三个感兴趣的圆形区域由两个读取器放置在20 kev阈值图像上,并自动复制到其他三个阈值图像上。根据测得的HU均值和最大值,计算了20/ 90,55 /90和72/90 keV的低/高能量阈值对的双能指数(DEI)。结果:铅弹和黄铜弹在20/90 keV的DEI中,HU均值±标准差值(Qr40核,铅:-0.085±0.021,黄铜:0.024±0.048)和HU最大值(Qr40核,铅:-0.093±0.011,黄铜:0.023±0.057)的DEI差异显著(p)。结论:在PCCT幻象研究中,铅弹和黄铜弹在不同能量阈值图像上存在显著差异。相关声明:光子计数CT可能是一种很有前途的子弹识别工具,因为铅弹和黄铜弹的不同能量阈值图像存在显著差异,可在临床和法医放射学中应用。重点:在紧急情况下,非侵入性子弹特征对执法非常重要。子弹材料表征可以使用光子计数CT进行。这些特征可以在四种不同的能量阈值图像中量化。
{"title":"Photon-counting CT for bullet material differentiation: applications in forensic radiology.","authors":"Benedikt M Schaarschmidt, Jan Hegmanns, Jörg Wulff, Viktor Haase, Sebastian Faby, Felix Baum, Christian Bäumer, Sebastian Zensen, Johannes Haubold, Benno Hartung","doi":"10.1186/s41747-025-00586-x","DOIUrl":"https://doi.org/10.1186/s41747-025-00586-x","url":null,"abstract":"<p><strong>Background: </strong>Gunshot deaths due to homicide or military encounters are a major health concern. Noninvasive bullet characterization is of major importance for patients with lodged bullets or in mass disasters with multiple cadavers, which must be prioritized for autopsy. Therefore, the aim of this study was to investigate whether brass and lead bullets can be differentiated using photon-counting CT (PCCT).</p><p><strong>Methods: </strong>Nine different lead (n = 6) or brass (n = 3) bullets were investigated on a state-of-the-art PCCT using a clinically unavailable research mode. Here, four image sets were reconstructed for different energy thresholds (20, 55, 72, 90 keV). Three circular regions of interest were placed on the 20-keV threshold images by two readers and automatically copied to the three other threshold images. Based on measured HU mean and max values, dual-energy indices (DEI) were calculated for the low/high energy threshold pairs of 20/90, 55/90, and 72/90 keV.</p><p><strong>Results: </strong>Significant differences of DEIs between lead and brass projectiles were observed for the 20/90 keV DEI for HU mean ± standard deviation values (Qr40 kernel, lead: -0.085 ± 0.021, brass: 0.024 ± 0.048) and HU max values (Qr40 kernel, lead: -0.093 ± 0.011, brass: 0.023 ± 0.057) (p < 0.001 for both). Differences decreased for the 55/90 and 72/90 keV DEIs between the two projectile materials but remained statistically significant.</p><p><strong>Conclusion: </strong>In this PCCT phantom study, significant differences were observed between lead and brass bullets in the different energy threshold images.</p><p><strong>Relevance statement: </strong>Photon-counting CT could be a promising tool for bullet identification as significant differences were found in the different energy threshold images for lead and brass bullets, with application in clinical and forensic radiology.</p><p><strong>Key points: </strong>In emergency settings, noninvasive bullet characterization is of importance for law enforcement. Bullet material characterization can be performed using photon-counting CT. These characteristics can be quantified in the four different energy threshold images.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"49"},"PeriodicalIF":3.7,"publicationDate":"2025-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12050241/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144015438","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
Artificial intelligence-based automated matching of pulmonary nodules on follow-up chest CT. 基于人工智能的肺结节随诊胸部CT自动匹配。
IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-05-02 DOI: 10.1186/s41747-025-00579-w
Nicola Fink, Jonathan I Sperl, Johannes Rueckel, Theresa Stüber, Sophia S Goller, Jan Rudolph, Felix Escher, Theresia Aschauer, Boj F Hoppe, Jens Ricke, Bastian O Sabel

Background: The growing demand for follow-up imaging highlights the need for tools supporting the assessment of pulmonary nodules over time. We evaluated the performance of an artificial intelligence (AI)-based system for automated nodule matching.

Methods: In this single-center study, patients with nodules and ≤ 2 chest computed tomography (CT) examinations were retrospectively selected. An AI-based algorithm was used for automated nodule detection and matching. The matching rate and the causes for incorrect matching were evaluated for the ten largest lesions (5-30 mm in diameter) registered on baseline CT. The dependence of the matching rate on nodule number and localization was also analyzed.

Results: One hundred patients (46 females), with a median age of 62 years (interquartile range 57-69), and 253 CTs were included. Focusing on the ten largest lesions, 1,141 lesions were identified, of which 36 (3.2%) were other structures incorrectly identified as nodules (false-positives). Of the 1,105 identified nodules, 964 (87.2%) were correctly detected and matched. The matching rate for nodules registered in both baseline and follow-up scans was 97.8%. The matching rate per case ranged 80.0-100.0% (median 90.0%). Correct matching rate decreased in follow-up examinations to over 50 nodules (p = 0.003), with an overrepresentation of missed matching. Matching rates were higher in parenchymal (91.8%), peripheral (84.4%), and juxtavascular (82.4%) nodules than in juxtaphrenic nodules (71.1%) (p < 0.001). Missed matching was overrepresented in juxtavascular, and incorrect assignment in juxtaphrenic nodules.

Conclusion: The correct automated-matching rate of metastatic pulmonary nodules in follow-up examinations was high, but it depends on localization and a number of nodules.

Relevance statement: The algorithm enables precise follow-up matching of pulmonary nodules, potentially providing a solid basis for standardized and accurate evaluations. Understanding the algorithm's strengths and weaknesses based on nodule localization and number enhances the interpretation of AI-based results.

Key points: The AI algorithm achieved a correct nodule matching rate of 87.2% and up to 97.8% when considering nodules detected in both baseline and follow-up scans. Matching accuracy depended on nodule number and localization. This algorithm has the potential to support response evaluation criteria in solid tumor-based evaluations in clinical practice.

背景:随着时间的推移,对随访影像的需求不断增长,这凸显了对支持肺结节评估的工具的需求。我们评估了一个基于人工智能(AI)的自动模块匹配系统的性能。方法:在本单中心研究中,回顾性选择有结节且胸部CT检查≤2次的患者。采用基于人工智能的算法进行自动结节检测和匹配。对基线CT记录的10个最大病变(直径5- 30mm)的匹配率和不正确匹配的原因进行了评估。分析了匹配率与结节数量和定位的关系。结果:纳入100例患者(46例女性),中位年龄62岁(四分位数范围57-69),253例ct。以10个最大的病变为重点,鉴定出1141个病变,其中36个(3.2%)是被错误识别为结节的其他结构(假阳性)。在1105例确诊的结节中,964例(87.2%)被正确检测和匹配。基线和随访扫描中登记的结节匹配率为97.8%。每例匹配率为80.0% -100.0%(中位数为90.0%)。在超过50个结节的随访检查中,正确匹配率下降(p = 0.003),漏配率过高。肺实质结节(91.8%)、外周结节(84.4%)和血管旁结节(82.4%)的匹配率高于肾旁结节(71.1%)。(p)结论:肺转移性结节的自动匹配率在随访检查中较高,但取决于结节的定位和数量。相关声明:该算法可以实现肺结节的精确随访匹配,为标准化和准确的评估提供坚实的基础。基于结节定位和数量了解算法的优缺点可以增强对基于人工智能的结果的解释。重点:AI算法的结节匹配正确率为87.2%,考虑基线和随访扫描中发现的结节,准确率高达97.8%。匹配精度取决于结节数量和定位。该算法有潜力在临床实践中支持基于实体肿瘤的评估反应评价标准。
{"title":"Artificial intelligence-based automated matching of pulmonary nodules on follow-up chest CT.","authors":"Nicola Fink, Jonathan I Sperl, Johannes Rueckel, Theresa Stüber, Sophia S Goller, Jan Rudolph, Felix Escher, Theresia Aschauer, Boj F Hoppe, Jens Ricke, Bastian O Sabel","doi":"10.1186/s41747-025-00579-w","DOIUrl":"https://doi.org/10.1186/s41747-025-00579-w","url":null,"abstract":"<p><strong>Background: </strong>The growing demand for follow-up imaging highlights the need for tools supporting the assessment of pulmonary nodules over time. We evaluated the performance of an artificial intelligence (AI)-based system for automated nodule matching.</p><p><strong>Methods: </strong>In this single-center study, patients with nodules and ≤ 2 chest computed tomography (CT) examinations were retrospectively selected. An AI-based algorithm was used for automated nodule detection and matching. The matching rate and the causes for incorrect matching were evaluated for the ten largest lesions (5-30 mm in diameter) registered on baseline CT. The dependence of the matching rate on nodule number and localization was also analyzed.</p><p><strong>Results: </strong>One hundred patients (46 females), with a median age of 62 years (interquartile range 57-69), and 253 CTs were included. Focusing on the ten largest lesions, 1,141 lesions were identified, of which 36 (3.2%) were other structures incorrectly identified as nodules (false-positives). Of the 1,105 identified nodules, 964 (87.2%) were correctly detected and matched. The matching rate for nodules registered in both baseline and follow-up scans was 97.8%. The matching rate per case ranged 80.0-100.0% (median 90.0%). Correct matching rate decreased in follow-up examinations to over 50 nodules (p = 0.003), with an overrepresentation of missed matching. Matching rates were higher in parenchymal (91.8%), peripheral (84.4%), and juxtavascular (82.4%) nodules than in juxtaphrenic nodules (71.1%) (p < 0.001). Missed matching was overrepresented in juxtavascular, and incorrect assignment in juxtaphrenic nodules.</p><p><strong>Conclusion: </strong>The correct automated-matching rate of metastatic pulmonary nodules in follow-up examinations was high, but it depends on localization and a number of nodules.</p><p><strong>Relevance statement: </strong>The algorithm enables precise follow-up matching of pulmonary nodules, potentially providing a solid basis for standardized and accurate evaluations. Understanding the algorithm's strengths and weaknesses based on nodule localization and number enhances the interpretation of AI-based results.</p><p><strong>Key points: </strong>The AI algorithm achieved a correct nodule matching rate of 87.2% and up to 97.8% when considering nodules detected in both baseline and follow-up scans. Matching accuracy depended on nodule number and localization. This algorithm has the potential to support response evaluation criteria in solid tumor-based evaluations in clinical practice.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"9 1","pages":"48"},"PeriodicalIF":3.7,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12048373/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143989523","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
期刊
European Radiology Experimental
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1