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Quantitative Chest Computed Tomography and Machine Learning for Subphenotyping Small Airways Disease in Long COVID. 定量胸部计算机断层扫描和机器学习在长COVID小气道疾病的亚表型。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-01 DOI: 10.1097/RTI.0000000000000861
Rodrigo Caruso Chate, Carlos Roberto Ribeiro Carvalho, Marcio Valente Yamada Sawamura, João Marcos Salge, Eduardo Kaiser Ururahy Nunes Fonseca, Paula Terra Martins Almeida Amaral, Celina de Almeida Lamas, Luis Augusto Visani de Luna, Fernando Uliana Kay, Antonildes Nascimento Assunção Junior, Cesar Higa Nomura

Purpose: To investigate imaging phenotypes in posthospitalized COVID-19 patients by integrating quantitative CT (QCT) and machine learning (ML), with a focus on small airway disease (SAD) and its correlation with plethysmography.

Materials and methods: In this single-center cross-sectional retrospective study, a subanalysis of a larger prospective cohort, 257 adult survivors from the initial COVID-19 peak (mean age, 56±13 y; 49% male) were evaluated. Patients were admitted to a quaternary hospital between March 30 and August 31, 2020 (median length of stay: 16 [8-26] d) and underwent plethysmography along with volumetric inspiratory and expiratory chest CT 6 to 12 months after hospitalization. QCT parameters were derived using AI-Rad Companion Chest CT (Siemens Healthineers).

Results: Hierarchical clustering of QCT parameters identified 4 phenotypes among survivors, named "SAD," "intermediate," "younger fibrotic," and "older fibrotic," based on clinical and imaging characteristics. The SAD cluster (n=37, 14%) showed higher residual volume (RV) and RV/total lung capacity (TLC) ratios as well as lower FEF 25-75 /forced vital capacity (FVC) on plethysmography. The older fibrotic cluster (n=42, 16%) had the lowest TLC and FVC values. The younger fibrotic cluster (n=79, 31%) demonstrated lower RV and RV/TLC ratios and higher FEF 25-75 than the other phenotypes. The intermediate cluster (n=99, 39%) exhibited characteristics that were intermediate between those of SAD and fibrotic phenotypes.

Conclusion: The integration of inspiratory and expiratory chest CT with quantitative analysis and ML enables the identification of distinct imaging phenotypes in long COVID patients, including a unique SAD cluster strongly associated with specific pulmonary function abnormalities.

目的:通过定量CT (QCT)和机器学习(ML)相结合的方法研究COVID-19住院后患者的影像学表型,重点研究小气道疾病(SAD)及其与容积脉搏波的相关性。材料和方法:在这项单中心横断面回顾性研究中,对一个更大的前瞻性队列进行亚分析,评估了257名来自COVID-19初始高峰的成年幸存者(平均年龄56±13岁,49%为男性)。患者于2020年3月30日至8月31日入住第四医院(中位住院时间:16 [8-26]d),并在住院后6至12个月进行容积脉搏心动图及容积吸气和呼气胸部CT。使用AI-Rad伴胸部CT (Siemens Healthineers)获得QCT参数。结果:基于临床和影像学特征,QCT参数的分层聚类在幸存者中确定了4种表型,分别命名为“SAD”、“中间”、“年轻纤维化”和“老年纤维化”。SAD组(n= 37,14 %)表现出较高的残气量(RV)和RV/总肺活量(TLC)比,以及较低的肺活量(ff25 -75) /强迫肺活量(FVC)。年龄较大的纤维化团簇(n=42, 16%)的TLC和FVC值最低。较年轻的纤维化簇(n=79, 31%)表现出较低的RV和RV/TLC比率以及较高的FEF25-75。中间集群(n=99, 39%)表现出介于SAD和纤维化表型之间的特征。结论:将吸气和呼气胸部CT与定量分析和ML相结合,可以识别长COVID患者的不同影像学表型,包括与特定肺功能异常密切相关的独特SAD簇。
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引用次数: 0
Preface for Symposium on Artificial Intelligence in Cardiothoracic Imaging. 心胸影像人工智能研讨会前言。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-01 DOI: 10.1097/RTI.0000000000000851
Chi Wan Koo
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引用次数: 0
Bridging the Gap: A Comprehensive Review of Radiology and Pathology in Acute Lung Injury. 弥合差距:急性肺损伤的放射学和病理学综合综述。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-01 DOI: 10.1097/RTI.0000000000000837
Ana P S Lima, Desiree A Marshall, Eric Morrell, Sudhakar N J Pipavath

Acute respiratory distress syndrome (ARDS) is a life-threatening condition characterized by widespread inflammation in the lungs. It is associated with high mortality and morbidity in critically ill patients. ARDS are conditions that cause acute respiratory failure due to noncardiogenic pulmonary edema, leading to severe hypoxemia and diffuse, bilateral lung injury. These conditions represent a spectrum of lung injury with varying severity and complexity. ARDS is a more severe form of ALI. ALI can also describe a range of clinical and paraclinical findings that include one or both pathologic patterns of organizing pneumonia (OP) or diffuse alveolar damage (DAD). The pathologic correlate of ARDS is DAD. This damage can be triggered by various risk factors, including pneumonia, sepsis, trauma, and the inhalation of harmful substances. The alveolar capillary damage that accompanies DAD leads to a loss in barrier function and is associated with the accumulation of fluid into the alveolar space. This fluid accumulation (pulmonary edema), along with subsequent organization and scarring, impairs gas exchange, which leads to hypoxemia and respiratory failure. Despite advances in understanding the pathophysiology of ARDS and improvements in supportive care, the mortality rates from ARDS still range from 25% to 45%. It is crucial to recognize that radiographic and histologic findings in a patient with ARDS can vary significantly depending on the phase of the disease. This is because the pathophysiological processes underlying these conditions evolve over time, leading to changes in both clinical presentation and imaging findings. Misinterpretation of these findings could lead to incorrect diagnoses and inappropriate treatment strategies. Therefore, understanding the temporal evolution of this condition is essential for accurate diagnosis and effective management. Our paper seeks to examine the existing literature focusing on radiology and pathology at different phases of injury and resolution to enhance management of ARDS.

急性呼吸窘迫综合征(ARDS)是一种危及生命的疾病,其特征是肺部广泛的炎症。它与危重病人的高死亡率和发病率有关。ARDS是由非心源性肺水肿引起的急性呼吸衰竭,导致严重低氧血症和弥漫性双侧肺损伤。这些情况代表了一系列严重程度和复杂性不同的肺损伤。急性呼吸窘迫综合征是一种更严重的急性呼吸道感染。ALI也可以描述一系列临床和临床旁表现,包括组织性肺炎(OP)或弥漫性肺泡损伤(DAD)的一种或两种病理模式。ARDS的病理相关性是DAD。这种损伤可由各种危险因素引发,包括肺炎、败血症、创伤和吸入有害物质。伴DAD的肺泡毛细血管损伤可导致屏障功能丧失,并与肺泡腔内积液有关。这种液体积聚(肺水肿),伴随着随后的组织和疤痕,损害气体交换,导致低氧血症和呼吸衰竭。尽管对ARDS的病理生理学和支持性护理的了解有所进展,但ARDS的死亡率仍在25%至45%之间。重要的是要认识到,ARDS患者的影像学和组织学表现可能因疾病的分期而有很大差异。这是因为这些疾病的病理生理过程随着时间的推移而变化,导致临床表现和影像学表现的变化。对这些发现的误解可能导致错误的诊断和不适当的治疗策略。因此,了解这种情况的时间演变对准确诊断和有效管理至关重要。我们的论文旨在研究现有文献,重点关注损伤不同阶段的放射学和病理学以及如何加强ARDS的管理。
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引用次数: 0
Pulmonary Artery Pseudoaneurysms: Evaluation of Computed Tomography Angiography-based Vascular Mapping and Classification. 肺动脉假性动脉瘤:基于计算机断层血管造影的血管制图和分类的评价。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-23 DOI: 10.1097/RTI.0000000000000875
Chandan Kumaraswamy, Ashu Seith Bhalla, Priyanka Naranje, Ankur Goyal, Devasenathipathy Kandasamy

Purpose: Vascular mapping and classification of pulmonary artery pseudoaneurysms (PAPs) using CTA to guide management. Correlation of CTA findings with DSA, considered the gold standard.

Materials and methods: An ambispective study with 45 patients presenting with hemoptysis (2018-2023), diagnosed with PAP on CTA, was included in the study. PAPs were classified into 4 types based on CTA (type A: pure pulmonary artery supply, type B: dual supply from stenosed pulmonary and systemic artery branches, type C: bronchial/nonbronchial systemic supply, type D: depicted only on pulmonary CTA and not on DSA). Based on the CTA classification, PAPs were managed with pulmonary artery embolization (PAE), bronchial artery embolization (BAE), both or percutaneous embolization depending on supply, accessible location, and flow dynamics.

Results: In 45 patients, 54 PAPs were identified on CTA: type A (24), type B (4), type C (19), type D (7). Treatment included BAE (19 patients), PAE (8), both (11), and percutaneous embolization (7). The correlation of CTA with DSA based on classification type (type A: 100%, type B: 75%, type C: 89.4%) and based on predominant vascular supply (type A: 100%, type B: 75%, type C: 52.6%). All type D cases underwent percutaneous embolization.

Conclusion: CTA shows excellent concordance with DSA for type A and B PAPs and moderate agreement for type C. It effectively guides targeted endovascular treatment, improving both technical and clinical success rates. In addition, CTA reduces unnecessary vessel cannulation and contrast exposure, aiding in the efficient management of moderate to massive hemoptysis.

目的:利用CTA对肺动脉假性动脉瘤进行血管定位和分类,指导治疗。CTA结果与DSA的相关性,被认为是金标准。材料和方法:本研究纳入了45例咯血患者(2018-2023),CTA诊断为PAP。根据CTA将pap分为4种类型(A型:纯肺动脉供应,B型:狭窄的肺和全身动脉分支双重供应,C型:支气管/非支气管全身供应,D型:仅在肺CTA上显示而不在DSA上显示)。根据CTA分类,根据供血、可及位置和血流动力学,采用肺动脉栓塞(PAE)、支气管动脉栓塞(BAE)、两种栓塞或经皮栓塞治疗pap。结果:在45例患者中,CTA检查发现54例pap: A型24例,B型4例,C型19例,D型7例。治疗包括BAE(19例)、PAE(8例)、两者均有(11例)和经皮栓塞(7例)。CTA与DSA的相关性基于分型(A型:100%,B型:75%,C型:89.4%)和基于优势血管供应(A型:100%,B型:75%,C型:52.6%)。所有D型病例均行经皮栓塞术。结论:CTA与DSA对A型和B型pap的一致性较好,对c型pap的一致性中等,可有效指导血管内靶向治疗,提高技术和临床成功率。此外,CTA减少了不必要的血管插管和造影剂暴露,有助于有效管理中度至大量咯血。
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引用次数: 0
Evolving Landscape of Chest Wall Reconstruction: A Multimodality Imaging Approach. 胸壁重建的演变景观:多模态成像方法。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-21 DOI: 10.1097/RTI.0000000000000871
Rupali Jain, Julia C Jacob, John D Jacob, Drew A Torigian, Achala Donuru

Chest wall reconstruction (CWR) is a complex and evolving field that clinically benefits from the use of multimodal radiologic imaging. This review summarizes the essential role of multimodal imaging, such as ultrasound (US), computed tomography (CT), magnetic resonance imaging (MRI), and positron emission tomography (PET), in preoperative and postoperative CWR evaluation. Preoperative CWR planning involves characterization of defects, assessment of surrounding structures, and guidance for surgical approach and implant selection. Postoperative CWR evaluation focuses on monitoring graft/flap viability, assessing structural integrity, and identifying complications such as infection or hardware failure. This article guided radiologists in approaching CWR cases and creating effective reports to guide patient management.

胸壁重建(CWR)是一个复杂而不断发展的领域,临床受益于多模态放射成像的使用。本文综述了超声(US)、计算机断层扫描(CT)、磁共振成像(MRI)和正电子发射断层扫描(PET)等多模态成像技术在CWR术前和术后评估中的重要作用。术前CWR计划包括缺陷的特征,周围结构的评估,以及手术入路和植入物选择的指导。术后CWR评估的重点是监测移植物/皮瓣的生存能力,评估结构完整性,识别并发症,如感染或硬件故障。本文指导放射科医生处理CWR病例,并创建有效的报告来指导患者管理。
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引用次数: 0
Assessing Retrosternal Adhesions Using Preoperative CT to Predict Cardiovascular Injury During Sternotomy. 术前CT评估胸骨后粘连预测胸骨切开术中心血管损伤。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-20 DOI: 10.1097/RTI.0000000000000870
André Vaz, Ludmila Mintzu Young, Marcelo Biscegli Jatene, Fabio Biscegli Jatene, Leonardo Augusto Miana

Purpose: To identify preoperative CT findings linked to retrosternal adherence-related intraoperative cardiovascular injury and develop predictive scores with the potential to guide surgical planning.

Materials and methods: A retrospective study was conducted on patients undergoing CT within 30 days of sternotomy (first sternotomy or resternotomy) from 2019 to 2023. CT images were reviewed for retrosternal adherence patterns, classified as distance, contact, or adherence, and localized by segment (upper, middle, or lower retrosternal thirds) or by organ (innominate vein, aorta, right ventricle, right atrium, or pulmonary artery). Logistic regression was used to identify the significant predictors from which the scores were developed.

Results: Out of 429 patients, 105 (24%) had cardiovascular injuries, including re-entry and postcardiopulmonary bypass injuries. Middle third adherence (P<0.001), calcification (P<0.001), and age (P=0.002) were significant predictors in the segment approach. Aortic (P=0.001) and right atrial (P=0.034) adherence, calcification (P<0.001), and age (P=0.001) were significant predictors in the organ-specific approach. CAST (Calcification, Age, Sternal Thirds) and ARCA (Aorta, Right Atrium, Calcification, Age) scores were derived to predict intraoperative cardiovascular injuries.

Conclusions: Preoperative CT can identify patients at high risk for intraoperative cardiovascular injury during sternotomy. The CAST and ARCA scores offer a reliable, CT-based approach for assessing this risk, potentially enhancing surgical planning and preemptive intervention strategies, thereby improving outcomes in high-risk cardiac reoperations.

目的:确定胸骨后依从性相关术中心血管损伤的术前CT表现,并制定具有指导手术计划潜力的预测评分。材料与方法:回顾性研究2019 - 2023年胸骨切开术(首次胸骨切开术或胸腔切开术)30天内行CT的患者。检查胸骨后粘附模式的CT图像,将其分类为距离、接触或粘附,并根据节段(胸骨后上、中、下三分之一)或器官(无名静脉、主动脉、右心室、右心房或肺动脉)进行定位。使用逻辑回归来确定重要的预测因素,从这些预测因素中得出分数。结果:在429例患者中,105例(24%)有心血管损伤,包括再入和体外循环后损伤。结论:术前CT可识别胸骨切开术中心血管损伤高危患者。CAST和ARCA评分为评估这种风险提供了可靠的、基于ct的方法,有可能加强手术计划和先发制人的干预策略,从而改善高危心脏再手术的结果。
{"title":"Assessing Retrosternal Adhesions Using Preoperative CT to Predict Cardiovascular Injury During Sternotomy.","authors":"André Vaz, Ludmila Mintzu Young, Marcelo Biscegli Jatene, Fabio Biscegli Jatene, Leonardo Augusto Miana","doi":"10.1097/RTI.0000000000000870","DOIUrl":"https://doi.org/10.1097/RTI.0000000000000870","url":null,"abstract":"<p><strong>Purpose: </strong>To identify preoperative CT findings linked to retrosternal adherence-related intraoperative cardiovascular injury and develop predictive scores with the potential to guide surgical planning.</p><p><strong>Materials and methods: </strong>A retrospective study was conducted on patients undergoing CT within 30 days of sternotomy (first sternotomy or resternotomy) from 2019 to 2023. CT images were reviewed for retrosternal adherence patterns, classified as distance, contact, or adherence, and localized by segment (upper, middle, or lower retrosternal thirds) or by organ (innominate vein, aorta, right ventricle, right atrium, or pulmonary artery). Logistic regression was used to identify the significant predictors from which the scores were developed.</p><p><strong>Results: </strong>Out of 429 patients, 105 (24%) had cardiovascular injuries, including re-entry and postcardiopulmonary bypass injuries. Middle third adherence (P<0.001), calcification (P<0.001), and age (P=0.002) were significant predictors in the segment approach. Aortic (P=0.001) and right atrial (P=0.034) adherence, calcification (P<0.001), and age (P=0.001) were significant predictors in the organ-specific approach. CAST (Calcification, Age, Sternal Thirds) and ARCA (Aorta, Right Atrium, Calcification, Age) scores were derived to predict intraoperative cardiovascular injuries.</p><p><strong>Conclusions: </strong>Preoperative CT can identify patients at high risk for intraoperative cardiovascular injury during sternotomy. The CAST and ARCA scores offer a reliable, CT-based approach for assessing this risk, potentially enhancing surgical planning and preemptive intervention strategies, thereby improving outcomes in high-risk cardiac reoperations.</p>","PeriodicalId":49974,"journal":{"name":"Journal of Thoracic Imaging","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146004496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diagnostic Significance of Phase-Resolved Functional Lung Low-field Magnetic Resonance Imaging in Comparison to Photon-Counting CT and Pulmonary Function Tests in Connective Tissue Disease-associated Interstitial Lung Diseases. 相分辨功能肺低场磁共振成像与光子计数CT及肺功能检查对结缔组织病相关间质性肺疾病的诊断意义
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-05 DOI: 10.1097/RTI.0000000000000872
Ramona Muecke, Iram Shahzadi, Gunter Assmann, Michael Schmidt, Julius Henning Niehoff, Jens Vogel-Claussen, Andreas Voskrebenzev, Robert Grimm, Lynn Johann Frohwein, Saher Saeed, Jan Borggrefe, Christoph Moenninghoff

Purpose: The diagnosis of connective tissue disease-associated interstitial lung diseases (CTD-ILD) is connected to radiation exposure due to periodical CT scans. This study aims to investigate the alternative imaging method, Phase-Resolved Functional Lung (PREFUL), regarding its performance in low-field MRI. A comparison of PREFUL, photon-counting CT (PCCT) and pulmonary function tests (PFT) was performed to identify correlations that could restructure the diagnostics of CTD-ILD.

Materials and methods: In this prospective single-center study, free-breathing PREFUL acquisitions of CTD-ILD patients were done after clinically indicated PCCT imaging. The severity and extent of CTD-ILD in PCCT were assessed via the Warrick score and used as a reference. Spearman's correlation coefficient (r) was calculated to examine the association between PREFUL, PCCT, and PFT.

Results: The data of 31 CTD-ILD patients (64.32±12.36 y, 10 men) were evaluated. Most correlations of PREFUL parameters with PFT were found with the Tiffeneau-Pinelli index (FEV1/FVC). The Warrick score showed excellent inter-rater agreement and correlations (P<0.05) with the PFT parameters forced vital capacity (FVC) and the diffusing capacity of the lung for carbon monoxide corrected for hemoglobin (DLCOc) [FVC: r=-0.43, DLCOc SB: r=-0.65, DLCOc/VA: r=-0.50]. No correlation was found between PREFUL parameters and PCCT.

Conclusions: The feasibility of PREFUL using low-field MRI was demonstrated in patients with CTD-ILD. Several correlations between PREFUL and PFT parameters were found, indicating that MRI can quantify lung function impairment. Nevertheless, CT remains the gold standard for CTD-ILD assessment and further research in PREFUL is needed.

目的:结缔组织病相关间质性肺疾病(CTD-ILD)的诊断与定期CT扫描的辐射暴露有关。本研究旨在探讨另一种成像方法,相位分辨功能肺(PREFUL)在低场MRI中的表现。对PREFUL、光子计数CT (PCCT)和肺功能试验(PFT)进行比较,以确定可能重构CTD-ILD诊断的相关性。材料和方法:在这项前瞻性单中心研究中,CTD-ILD患者在临床指示的PCCT成像后进行自由呼吸PREFUL采集。通过Warrick评分评估PCCT中CTD-ILD的严重程度和程度,并作为参考。计算Spearman相关系数(r)来检验PREFUL、PCCT和PFT之间的相关性。结果:31例CTD-ILD患者(64.32±12.36 y,男性10例)的数据被评估。PREFUL参数与PFT的相关性与Tiffeneau-Pinelli指数(FEV1/FVC)密切相关。Warrick评分显示了出色的评分间一致性和相关性(p结论:在CTD-ILD患者中,使用低场MRI进行PREFUL的可行性得到了证实。发现PREFUL和PFT参数之间存在一些相关性,表明MRI可以量化肺功能损害。尽管如此,CT仍然是评估CTD-ILD的金标准,需要进一步研究PREFUL。
{"title":"Diagnostic Significance of Phase-Resolved Functional Lung Low-field Magnetic Resonance Imaging in Comparison to Photon-Counting CT and Pulmonary Function Tests in Connective Tissue Disease-associated Interstitial Lung Diseases.","authors":"Ramona Muecke, Iram Shahzadi, Gunter Assmann, Michael Schmidt, Julius Henning Niehoff, Jens Vogel-Claussen, Andreas Voskrebenzev, Robert Grimm, Lynn Johann Frohwein, Saher Saeed, Jan Borggrefe, Christoph Moenninghoff","doi":"10.1097/RTI.0000000000000872","DOIUrl":"https://doi.org/10.1097/RTI.0000000000000872","url":null,"abstract":"<p><strong>Purpose: </strong>The diagnosis of connective tissue disease-associated interstitial lung diseases (CTD-ILD) is connected to radiation exposure due to periodical CT scans. This study aims to investigate the alternative imaging method, Phase-Resolved Functional Lung (PREFUL), regarding its performance in low-field MRI. A comparison of PREFUL, photon-counting CT (PCCT) and pulmonary function tests (PFT) was performed to identify correlations that could restructure the diagnostics of CTD-ILD.</p><p><strong>Materials and methods: </strong>In this prospective single-center study, free-breathing PREFUL acquisitions of CTD-ILD patients were done after clinically indicated PCCT imaging. The severity and extent of CTD-ILD in PCCT were assessed via the Warrick score and used as a reference. Spearman's correlation coefficient (r) was calculated to examine the association between PREFUL, PCCT, and PFT.</p><p><strong>Results: </strong>The data of 31 CTD-ILD patients (64.32±12.36 y, 10 men) were evaluated. Most correlations of PREFUL parameters with PFT were found with the Tiffeneau-Pinelli index (FEV1/FVC). The Warrick score showed excellent inter-rater agreement and correlations (P<0.05) with the PFT parameters forced vital capacity (FVC) and the diffusing capacity of the lung for carbon monoxide corrected for hemoglobin (DLCOc) [FVC: r=-0.43, DLCOc SB: r=-0.65, DLCOc/VA: r=-0.50]. No correlation was found between PREFUL parameters and PCCT.</p><p><strong>Conclusions: </strong>The feasibility of PREFUL using low-field MRI was demonstrated in patients with CTD-ILD. Several correlations between PREFUL and PFT parameters were found, indicating that MRI can quantify lung function impairment. Nevertheless, CT remains the gold standard for CTD-ILD assessment and further research in PREFUL is needed.</p>","PeriodicalId":49974,"journal":{"name":"Journal of Thoracic Imaging","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145901417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Approach to Quantify Acute Pulmonary Embolism Using Computed Tomography Pulmonary Angiography. 一种利用计算机断层肺血管造影量化急性肺栓塞的新方法。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-15 DOI: 10.1097/RTI.0000000000000868
Michal Buk, Jiri Weichet, Josef Kroupa, Viktor Kocka, Hana Malikova

Purpose: Acute pulmonary embolism (APE) is the third leading cardiovascular cause of death. Current risk assessment approaches emphasize right ventricular (RV) dysfunction and thrombus burden quantification via computed tomography pulmonary angiography (CTPA). Traditional scoring systems, such as the Modified Miller Score (MMS) or Refined Miller Score (RMS), estimate thrombus burden but tend to oversimplify partial vessel occlusion. This study proposes a novel Obstruction Index (OI) derived from direct thrombus and vessel area measurements from CTPA imaging to improve quantification accuracy.

Materials and methods: This retrospective study analyzed imaging data from 20 patients with intermediate- to high-risk APE. Pre-randomization and posttreatment CTPA scans were assessed for RV/LV ratio, MMS, RMS, and OI. OI was derived from measured thrombus and vessel areas at defined pulmonary artery levels and from the calculated obstruction ratio. Correlations between RV/LV ratio reduction and reduction of MMS, RMS, and OI were evaluated using the Spearman correlation.

Results: Mean RV/LV ratio reduced significantly post treatment (1.498±0.396 to 1.156±0.275), as did MMS (-4.5±4.3), RMS (-4.925±4.2), and OI (-4.49±3.9). OI demonstrated a stronger correlation with RV/LV ratio reduction (r=0.448, P=0.048) compared with MMS (r=0.279, P=0.234) and RMS (r=0.261, P=0.265).

Conclusions: The OI outperforms MMS and RMS in accuracy when reflecting thrombus burden reduction and shows statistically significant correlation with RV/LV ratio reduction. Direct thrombus and vessel area measurements appear to be superior for precise and reproducible APE quantification, and are especially useful for posttreatment imaging follow-ups.

目的:急性肺栓塞(APE)是第三大心血管死亡原因。目前的风险评估方法强调通过ct肺血管造影(CTPA)量化右心室(RV)功能障碍和血栓负担。传统的评分系统,如改良米勒评分(Modified Miller Score, MMS)或精炼米勒评分(Refined Miller Score, RMS),可以评估血栓负荷,但往往过于简化部分血管闭塞。本研究提出了一种新的阻塞指数(OI),通过直接测量CTPA成像的血栓和血管面积来提高量化准确性。材料和方法:本回顾性研究分析了20例中高危APE患者的影像学资料。随机化前和治疗后CTPA扫描评估RV/LV比、MMS、RMS和OI。成骨不全是根据在确定的肺动脉水平上测量的血栓和血管面积以及计算的阻塞比得出的。使用Spearman相关性评估RV/LV比值降低与MMS、RMS和OI降低之间的相关性。结果:平均RV/LV比治疗后显著降低(1.498±0.396至1.156±0.275),MMS(-4.5±4.3),RMS(-4.925±4.2),OI(-4.49±3.9)。与MMS (r=0.279, P=0.234)和RMS (r=0.261, P=0.265)相比,OI与RV/LV比值降低的相关性更强(r=0.448, P=0.048)。结论:OI在反映血栓负担减少的准确性上优于MMS和RMS,且与RV/LV比值降低具有统计学意义。直接测量血栓和血管面积对于精确和可重复的APE量化来说似乎是优越的,并且对治疗后的影像学随访特别有用。
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引用次数: 0
60 kVp Coronary CT Angiography as a Screening Tool on Asymptomatic Patients: An Initial Experience. 60kvp冠状动脉CT血管造影作为无症状患者筛查工具的初步经验。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-10 DOI: 10.1097/RTI.0000000000000869
Yicheng Han, Liying Peng, Guozhi Zhang, Shifeng Yang, Congshan Ji, Hui Gu, Ximing Wang

Purpose: To investigate the feasibility of using 60 kVp coronary CT angiography (CCTA) combined with deep learning-based CT reconstruction as a screening tool on asymptomatic patients.

Materials and methods: A total of 156 asymptomatic patients (body mass index, 24.4 ± 2.2 kg/m2) with at least one coronary artery disease (CAD) risk factor were prospectively enrolled for taking an experimental ultra-low dose 60 kVp CCTA followed by a routine 120 kVp CCTA. Stenosis detection, plaque analysis, and image quality assessment were performed on both scans, with 120 kVp CCTA serving as the reference.

Results: The mean effective dose and mean contrast medium (CM) dosage were 0.4 ± 0.1 mSv and 27.0 ± 3.2 mL, respectively, for 60 kVp CCTA, corresponding to a 91.5% and 50.0% reduction as compared with 120 kVp CCTA. In both analyses for all plaque types and noncalcific plaques, the sensitivity, specificity, and accuracy in stenosis detection were >92% with 60 kVp CCTA on per-segment, per-vessel, and per-patient basis, and in particular, the negative predictive value was ≥ 97%. However, compared to 120 kVp CCTA, 60 kVp CCTA led to a significant overestimation in plaque volume and stenosis severity (P<0.01), as well as inferior subjective scores regarding vessel and lumen delineation (P<0.05).

Conclusions: Despite overestimation in plaque volume and stenosis severity, 60 kVp CCTA showed excellent stenosis detection capability with ultra-low radiation dose and reduced CM dosage that may potentially be adopted as a screening tool for asymptomatic patients in routine practice.

目的:探讨60 kVp冠状动脉CT血管造影(CCTA)联合基于深度学习的CT重建作为无症状患者筛查工具的可行性。材料与方法:前瞻性纳入156例无症状(体重指数24.4±2.2 kg/m2)且至少有一种冠心病(CAD)危险因素的患者,接受60 kVp的实验性超低剂量CCTA治疗,随后接受120 kVp的常规CCTA治疗。在两次扫描中进行狭窄检测、斑块分析和图像质量评估,以120 kVp CCTA作为参考。结果:60 kVp CCTA的平均有效剂量和平均造影剂(CM)剂量分别为0.4±0.1 mSv和27.0±3.2 mL,与120 kVp CCTA相比分别降低91.5%和50.0%。在所有斑块类型和非钙化斑块的两项分析中,60 kVp CCTA在每个节段、每个血管和每个患者基础上检测狭窄的敏感性、特异性和准确性为bb0.92%,特别是阴性预测值≥97%。然而,与120 kVp CCTA相比,60 kVp CCTA导致斑块体积和狭窄严重程度的显著高估(p结论:尽管斑块体积和狭窄严重程度被高估,但60 kVp CCTA在超低辐射剂量和减少CM剂量下显示出出色的狭窄检测能力,可能在常规实践中作为无症状患者的筛查工具。
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引用次数: 0
Bridging the Gap Between Radiology and Microscopy Using microCT: Implications for Neoplastic and Non-neoplastic Lung Disease. 利用微ct弥合放射学和显微学之间的差距:对肿瘤性和非肿瘤性肺部疾病的影响。
IF 1.9 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-01 DOI: 10.1097/RTI.0000000000000847
Stijn E Verleden, Annemiek Snoeckx, Dieter Peeters, Wen Wen, Reinier Wener, Paul Van Schil, Senada Koljenovic, Annelies Janssens, Danny D Jonigk, Maximilian Ackermann, Therese S Lapperre, Jeroen M H Hendriks

Purpose: Accurate lung cancer TNM staging depends on macroscopic and microscopic tumor evaluation of resection specimens. However, small nodules (<1 cm) are difficult to extract and correlate with in vivo imaging. We investigated whether microCT could better localize lesions or guide pathology to otherwise undetected abnormalities.

Materials and methods: Paired ex vivo CT and microCT were performed after inflating and freezing surgically removed lung lobes (resolution 80 to 120 µm). Rigorous matching between CT, microCT, and histopathology was performed on areas containing abnormalities on microCT.

Results: A total of 57 lobectomy specimens were analyzed. MicroCT-guided microscopic examination led to 2 additional primary carcinomas, 2 separate tumor nodules from the primary lung tumor, and 1 atypical adenomatous hyperplasia lesion that were not evident before surgery. For both patients with separate tumor nodules, the cT1 stage was upgraded to a pT3. In addition, the microCT provided insight into underlying structural disease (ie, emphysema and fibrosis).

Conclusions: In 5 out of 57 resection specimens (9%), microCT showed additional (pre-)cancerous lesions. This explorative study suggests that lobar microCT could serve as a valuable guide for pathologists by pointing them toward areas that may warrant further investigation. In this way, it is a practical and beneficial tool, capable of facilitating a more precise TNM classification in tumor resection specimens, which needs further validation in a prospective study.

目的:肺癌TNM的准确分期依赖于切除标本的肉眼和显微镜肿瘤评价。然而,小结节(材料和方法:在充气和冷冻手术切除肺叶后进行配对的离体CT和微CT(分辨率80至120µm)。对微CT异常区域进行CT、微CT和组织病理学的严格匹配。结果:共分析了57例肺叶切除术标本。显微ct引导下镜检发现2例原发癌,2例分离于原发肺肿瘤的肿瘤结节,1例术前未见的不典型腺瘤性增生病变。对于两个单独肿瘤结节的患者,cT1期升级为pT3期。此外,微ct提供了对潜在结构性疾病(即肺气肿和纤维化)的深入了解。结论:在57例切除标本中,有5例(9%)的显微ct显示了额外的癌前病变。这项探索性研究表明,脑叶显微ct可以为病理学家提供有价值的指导,指出他们可能需要进一步研究的区域。因此,它是一个实用且有益的工具,能够促进肿瘤切除标本中更精确的TNM分类,这需要在前瞻性研究中进一步验证。
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Journal of Thoracic Imaging
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