Positron emission tomography/computed tomography

正电子发射断层扫描 / 计算机断层扫描
  • 文章类型: Journal Article
    我们介绍了在改良的双时间点F-18FDG正电子发射断层扫描(PET)/计算机断层扫描(CT)期间观察到的肝脏局灶性F-18-2-氟-2-脱氧葡萄糖(FDG)摄取的罕见病例,所谓的早期延迟扫描,一名53岁的女性被诊断患有乳腺癌。在FDG注射后80分钟的延迟图像中发现了这种转移灶,但不是在注射后通常的一小时图像中。改进的双时间点F-18FDGPET/CT是方便的,因为与双时间点PET/CT的2h延迟图像相比,它具有较短的扫描时间和避免额外的辐射暴露。
    We present a rare case of focal F-18-2-fluoro-2-deoxyglucose (FDG) uptake in the liver observed during a modified dual-time-point F-18 FDG positron emission tomography (PET)/computed tomography (CT), so-called early delayed scanning, in a 53-year-old woman diagnosed with breast cancer. This metastatic lesion was revealed in 80 min delayed images after FDG injection, but not in the usual one-hour images after injection. Modified dual-time-point F-18 FDG PET/CT is convenient because compared to the 2 h delayed images of dual-time-point PET/CT, it has a shorter scanning time and avoids additional radiation exposure.
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  • 文章类型: Journal Article
    囊性纤维化是一种以反复气道感染为特征的遗传性疾病,炎症,粘液纤毛清除受损和肺功能进行性下降。这种疾病可能始于小气道;然而,这是很难证明,由于有限的小气道的可及性与目前的单光子粘膜纤毛清除试验。这里,我们开发了一种具有高空间和时间分辨率的动态正电子发射断层扫描分析。我们测试了新生囊性纤维化猪的小气道中的粘膜纤毛清除异常。[68Ga]标记的宏观聚集的白蛋白在递送后立即从小气道中清除,并持续研究期间。最初的清除速度很快,但在交货后几分钟就减慢了。囊性纤维化猪小气道清除率明显低于非CF猪小气道(非CF25.1±3.1%vs.CF14.6±0.1%)。用嘌呤能促分泌素UTP刺激囊性纤维化气道进一步损害清除率(UTP的非CF为20.9±0.3%vs.CF与UTP13.0±1.8%)。用UTP(N=6)处理的囊性纤维化猪没有清除超过20%的递送剂量。这些数据表明,小气道中的粘膜纤毛清除是快速的,并且如果测定不够灵敏,则很容易被错过。数据还表明,囊性纤维化猪的小气道中的粘膜纤毛清除受损。嘌呤能激动剂刺激粘液分泌物会加剧这种缺陷。
    Cystic fibrosis is a genetic disorder characterized by recurrent airway infections, inflammation, impaired mucociliary clearance and progressive decline in lung function. The disease may start in the small airways; however, this is difficult to prove due to limited accessibility of the small airways with the current single photon mucociliary clearance assay. Here, we developed a dynamic positron emission tomography assay with high spatial and temporal resolution. We tested that mucociliary clearance is abnormal in the small airways of newborn cystic fibrosis pigs. Clearance of [68Ga] tagged macro-aggregated albumin from small airways started immediately after delivery and continued for the duration of the study. Initial clearance was fast but slowed down few minutes after delivery. Cystic fibrosis pig small airways cleared significantly less than non-CF pig small airways (non-CF 25.1±3.1% vs. CF 14.6±0.1%). Stimulation of the cystic fibrosis airways with the purinergic secretagogue UTP further impaired clearance (non-CF with UTP 20.9±0.3% vs. CF with UTP 13.0±1.8%). None of the cystic fibrosis pig treated with UTP (N = 6) cleared more than 20% of the delivered dose. These data indicate that mucociliary clearance in the small airways is fast and can easily be missed if the assay is not sensitive enough. The data also indicate that mucociliary clearance is impaired in the small airways of cystic fibrosis pigs. This defect is exacerbated by stimulation of mucus secretions with purinergic agonists.
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  • 文章类型: Journal Article
    背景:研究18F-成纤维细胞激活蛋白抑制剂正电子发射断层扫描/计算机断层扫描([18F]AlF-NOTA-FAPI-04PET/CT)获得的定量参数在评估IgG4相关疾病(IgG4-RD)的器官受累和疾病活动中的潜在实用性。
    方法:本研究招募了在风湿病科接受[18F]AlF-NOTA-FAPI-04PET/CT扫描的患者,第一附属医院,浙江大学医学院,2021年8月至2022年8月。纳入患者的PET/CT图像由PET中心技术人员重新评估,和最大标准化摄取值(SUVmax),代谢病变体积(MLV),和总病变FAPI(TL-FAPI)用于评估异常积累的[18F]AlF-NOTA-FAPI-04的受累器官和组织。还系统地收集和分析了患者的临床和实验室数据。
    结果:纳入本研究的患者中,12例患者符合2019年美国风湿病学会制定的IgG4-RD分类标准。其中,8个是男性,4个是女性,平均年龄为59.3±11.5岁。50%的IgG4-RD患者在PET/CT上发现器官受累多于体格检查,超声检查,和计算机断层扫描。IgG4水平(Rho=0.594,p=0.042)和IgG4-RI(Rho=0.647,p=0.023)与TL-FAPI呈显著正相关。经过线性回归分析,只有TL-FAPI显示RI的预测价值(R2=0.356,B=0.008,p=0.041)。
    结论:[18F]AlF-NOTA-FAPI-04PET/CT是识别无症状器官受累和评估疾病活动的有用工具。以TL-FAPI为指标与IgG4-RD疾病活动度呈正相关。
    BACKGROUND: To investigate the potential utility of quantitative parameters obtained by 18F-fibroblast activation protein inhibitor positron emission tomography/computed tomography ([18F]AlF-NOTA-FAPI-04 PET/CT) in the assessment of organ involvement and disease activity in IgG4-related disease (IgG4-RD).
    METHODS: This study enrolled patients who underwent [18F]AlF-NOTA-FAPI-04 PET/CT scans at the Department of Rheumatology, The First Affiliated Hospital, Zhejiang University School of Medicine from August 2021 to August 2022. The PET/CT images of the included patients were re-evaluated by PET center technicians, and the maximal standardized uptake value (SUVmax), metabolic lesion volume (MLV), and total lesion FAPI (TL-FAPI) were used to evaluate the involved organs and tissues that abnormally accumulated [18F]AlF-NOTA-FAPI-04. The clinical and laboratory data of patients are also systematically collected and analyzed.
    RESULTS: Among the patients included in this study, 12 patients met the IgG4-RD classification criteria established by the American College of Rheumatology in 2019. Among them, 8 were males and 4 were females, with an average age of 59.3 ± 11.5 years. 50% of IgG4-RD patients were found with more organ involvement on PET/CT than physical examination, ultrasonography, and computed tomography. IgG4 levels (Rho = 0.594, p = 0.042) and IgG4-RI (Rho = 0.647, p = 0.023) were significantly positively correlated with TL-FAPI. After linear regression analysis, only TL-FAPI showed a predictive value of RI (R2 = 0.356, B = 0.008, p = 0.041).
    CONCLUSIONS: [18F]AlF-NOTA-FAPI-04 PET/CT is a useful tool for identifying asymptomatic organ involvement and assessing disease activity. The TL-FAPI as an indicator was positively correlated with IgG4-RD disease activity.
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  • 文章类型: Journal Article
    (1)背景:棕色脂肪组织(BAT)负责非颤抖的产热,它的激活已成为代谢健康的决定因素和治疗目标的新目标。本研究旨在确定BAT的存在之间的关系,表征代谢健康的参数(葡萄糖,脂质,血压(BP),以及减重治疗期间体重指数(BMI)的动态。(2)方法:纳入72例肥胖患者。我们调查了代谢参数,人体测量参数,BP。使用18F-氟脱氧葡萄糖(18F-FDG)进行了双能X射线吸收法(DXA)和正电子发射断层扫描和计算机断层扫描(PET/CT)成像。(3)结果:减重治疗前,仅在19%的肥胖患者中发现了BAT。BAT的存在与代谢综合征特征的代谢偏差的风险较低相关:较短的腰围(WC)(p=0.02)和较低的葡萄糖水平(p=0.03)和甘油三酯(p=0.03)。此后,根据治疗类型(仅改变生活方式或使用利拉鲁肽或Reduxin或ReduxinForte)将患者分为4组.我们没有发现BAT的存在与治疗反应之间的关系:在六个月的治疗期间,BAT患者的体重减轻百分比为10.4%,而无BAT患者的体重减轻百分比为8.5%(p=0.78)。但是我们注意到BAT的体积与3个月时体重减轻的有效性之间存在显着正相关(r=0.52,p=0.016)。治疗6个月后BAT的动态分析显示,冷诱导的代谢活跃BAT的体积显着增加,通过PET/CT和18F-FDG在利拉鲁肽组(p=0.04)和Reduxin组(p=0.02;p=0.01)和利拉鲁肽组(在两种设置中p=0.02)的BAT标准化摄取值(SUV平均值和SUVmax)的活性增加。(4)结论:棕色脂肪组织的存在与代谢异常的风险较低有关。总的来说,我们的研究表明,公认的治疗肥胖的药物(利拉鲁肽和Reduxin)具有另一种发挥作用的机制.这些药物具有增加BAT活性的能力。BAT的总体积与体重减轻百分比之间的显著正相关可以进一步确定这些药物的减肥效果的优先机制。
    (1) Background: Brown adipose tissue (BAT) is responsible for non-shivering thermogenesis, and its activation has become a new object as both a determinant of metabolic health and a target for therapy. This study aimed to identify the relationships between the presence of BAT, parameters that characterize metabolic health (glucose, lipids, blood pressure (BP)), and the dynamics of body mass index (BMI) during weight-reducing therapy. (2) Methods: The study included 72 patients with obesity. We investigated metabolic parameters, anthropometric parameters, and BP. Dual-energy X-ray absorptiometry (DXA) and positron emission tomography and computed tomography (PET/CT) imaging with 18F-fluorodeoxyglucose (18F-FDG) were performed. (3) Results: Before weight-reducing therapy, BAT was revealed only in 19% patients with obesity. The presence of BAT was associated with a lower risk of metabolic deviations that characterize metabolic syndrome: shorter waist circumference (WC) (p = 0.02) and lower levels of glucose (p = 0.03) and triglycerides (p = 0.03). Thereafter, patients were divided into four groups according to the type of therapy (only lifestyle modification or with Liraglutide or Reduxin or Reduxin Forte). We did not find a relationship between the presence of BAT and response to therapy: percent weight reduction was 10.4% in patients with BAT and 8.5% in patients without BAT (p = 0.78) during six months of therapy. But we noted a significant positive correlation between the volume of BAT and the effectiveness of weight loss at 3 months (r = 0.52, p = 0.016). The dynamic analysis of BAT after 6 months of therapy showed a significant increase in the volume of cold-induced metabolically active BAT, as determined by PET/CT with 18F-FDG in the Liraglutide group (p = 0.04) and an increase in the activity of BAT standardized uptake value (SUV mean and SUV max) in the Reduxin (p = 0.02; p = 0.01, respectively) and Liraglutide groups (p = 0.02 in both settings). (4) Conclusions: The presence of brown adipose tissue is associated with a lower risk of metabolic abnormalities. In general, our study demonstrated that well-established drugs in the treatment of obesity (Liraglutide and Reduxin) have one more mechanism for implementing their effects. These drugs have the ability to increase the activity of BAT. A significant positive relationship between the total volume of BAT and the percentage of weight loss may further determine the priority mechanism of the weight-reducing effect of these medicaments.
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  • 文章类型: Journal Article
    免疫疗法彻底改变了肿瘤护理,改善几种癌症患者的预后。然而,这些治疗还与典型的免疫相关不良事件相关,这是由于炎症和免疫反应增强.这些毒性可以在治疗期间的任何时间出现,但在最初的几个月内更频繁。任何器官和组织都可能受到影响,从轻度到危及生命。虽然有些表现很常见,而且更常见的是温和的,如皮炎和结肠炎,其他人更罕见,更严重,比如心肌炎.管理取决于严重程度,治疗>2级毒性。类固醇用于更严重的病例,和免疫抑制治疗可以考虑无应答毒性,以及特定的器官支持。为了及时识别和管理,必须采用多学科方法。诊断主要是排除。它通常依赖于成像特征,and,如果可能,进行细胞学和/或病理学分析以确认。在临床怀疑的情况下,需要成像来评估存在,范围,和异常的特征,并唤起和排除鉴别诊断。这个基于成像的综述从多学科的角度说明了与免疫检查点抑制剂和嵌合抗原受体T细胞相关的多种系统特异性毒性。临床特征,成像特征,细胞学和组织学模式,以及管理方法,提供了对放射学技巧的见解,以区分这些毒性与最重要的鉴别诊断和模拟-包括肿瘤进展,伪进程,炎症,和感染-指导影像学和临床专家诊断免疫相关不良事件的途径。
    Immunotherapy has revolutionized oncology care, improving patient outcomes in several cancers. However, these therapies are also associated with typical immune-related adverse events due to the enhanced inflammatory and immune response. These toxicities can arise at any time during treatment but are more frequent within the first few months. Any organ and tissue can be affected, ranging from mild to life-threatening. While some manifestations are common and more often mild, such as dermatitis and colitis, others are rarer and more severe, such as myocarditis. Management depends on the severity, with treatment being held for >grade 2 toxicities. Steroids are used in more severe cases, and immunosuppressive treatment may be considered for non-responsive toxicities, along with specific organ support. A multidisciplinary approach is mandatory for prompt identification and management. The diagnosis is primarily of exclusion. It often relies on imaging features, and, when possible, cytologic and/or pathological analyses are performed for confirmation. In case of clinical suspicion, imaging is required to assess the presence, extent, and features of abnormalities and to evoke and rule out differential diagnoses. This imaging-based review illustrates the diverse system-specific toxicities associated with immune checkpoint inhibitors and chimeric antigen receptor T-cells with a multidisciplinary perspective. Clinical characteristics, imaging features, cytological and histological patterns, as well as the management approach, are presented with insights into radiological tips to distinguish these toxicities from the most important differential diagnoses and mimickers-including tumor progression, pseudoprogression, inflammation, and infection-to guide imaging and clinical specialists in the pathway of diagnosing immune-related adverse events.
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  • 文章类型: Journal Article
    肺癌是全球癌症相关死亡的主要原因。平面射线照相和计算机断层扫描是诊断中最常用的成像方式。分期,和治疗反应评估。然而,近年来,核方法在评估疾病严重程度和治疗有效性方面的作用有所增加。将这些诊断方式引入肺癌的标准实践可能有助于治疗的个性化。在这次审查中,我们总结了核医学技术在肺癌诊断和治疗中的最新知识。
    Lung cancer is the leading cause of cancer-related death worldwide. Planar radiography and computed tomography are the most common imaging modalities used in diagnosis, staging, and therapy response assessment. However, the role of nuclear methods in assessing the severity of the disease and the effectiveness of treatment has increased in recent years. Introducing these diagnostic modalities into standard practice in lung cancer may contribute to the personalization of treatment. In this review, we summarize the current knowledge of nuclear medicine techniques in the diagnosis and treatment of lung cancer.
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  • 文章类型: Journal Article
    UNASSIGNED: Primary liver tumors constitute one of the most common tumors. These are aggressive tumors with poor survival. Fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT), most commonly used functional imaging, shows limited tracer retention and poor tumor to background ratios (TBR). Novel 68Ga-fibroblast-activation-protein inhibitor (FAPI) PET/CT has shown better tracer uptake and detection efficacy in liver tumors. However, most of the available literature is limited to single center studies with limited number of patients. So, we tried to review and analyze the head-to-head comparison of 18F-FDG PET/CT and 68Ga-FAPI PET/CT in evaluation of liver tumors.
    UNASSIGNED: Literature available on head to head comparison of diagnostic accuracy of 18F-FDG PET/CT and 68Ga-FAPI PET/CT was searched in databases like PubMed, SCOPUS, EMBASE and Google Scholar for published original studies till April 2023. The relevant studies were selected and assessed using the Revised Tool for the Quality Assessment of Diagnostic Accuracy Studies-2 checklist. A random-effect model was used for calculating pooled sensitivity and specificity. They were represented with 95% confidence intervals (95% CI) and demonstrated in Forest plots. I-square statistic was used to assess heterogeneity in the studies.
    UNASSIGNED: Pooled sensitivity and specificity of FAPI PET/CT and 18F-FDG PET/CT for detection of primary liver tumors was 94.3% (95% CI: 90.6-96.8%); 89.3% (95% CI: 71.8-97.7%) and 56.1% (95% CI: 49.7-62.5%); 96.4% (95% CI: 81.7-99.9%) respectively. Pooled sensitivity for detection of extrahepatic metastatic disease was 92.2% (range: 88.1-100%; 95% CI: 87.8-95.4%) and 72.4% (range: 69.8-76.5; 95% CI: 65.9-78.2%) respectively. Also, the maximum standardized uptake value (SUVmax) and TBR were higher for FAPI PET/CT than 18F-FDG PET/CT in the included studies.
    UNASSIGNED: Overall, FAPI PET/CT showed higher sensitivity for detection of liver tumors with better SUVmax and TBR than 18F-FDG PET/CT.
    UNASSIGNED: Primer karaciğer tümörleri en sık görülen tümörlerdendir. Bunlar hayatta kalma oranı düşük olan agresif tümörlerdir. En sık kullanılan fonksiyonel görüntüleme olan florodeoksiglukoz (FDG) pozitron emisyon tomografisi/bilgisayarlı tomografi (PET/BT), sınırlı radyofarmasötik tutulumu ve zayıf tümör/arka plan oranları (TBR) gösterir. Yeni 68Ga-fibroblast aktivasyon protein inhibitörü (FAPI) PET/BT, karaciğer tümörlerinde daha iyi radyofarmasötik tutulumu ve tespit etkinliği göstermiştir. Ancak mevcut literatürün çoğu, sınırlı hasta sayısıyla yapılan tek merkezli çalışmalarla sınırlıdır. Bu nedenle, karaciğer tümörlerinin değerlendirilmesinde 18F-FDG PET/BT ve 68Ga-FAPI PET/BT’nin birebir karşılaştırmasını gözden geçirip analiz etmeye çalıştık.
    UNASSIGNED: 18F-FDG PET/BT ve 68Ga-FAPI PET/BT’nin tanısal doğruluğunun birebir karşılaştırılması konusunda mevcut literatür, Nisan 2023’e kadar yayınlanmış araştırma makaleleri için PubMed, SCOPUS, EMBASE ve Google Scholar gibi veritabanlarında tarandı. İlgili çalışmalar Tanısal Doğruluk Çalışmalarının Kalite Değerlendirmesi için Gözden Geçirilmiş Araç-2 kontrol listesi kullanılarak seçilmiş ve değerlendirilmiştir. Birleştirilmiş duyarlılığı ve özgüllüğü hesaplamak için rastgele etki modeli kullanıldı. Bunlar %95 güven aralıklarıyla (%95 GA) temsil edildi ve Orman grafiklerinde gösterildi. Çalışmalardaki heterojenliği değerlendirmek için I-kare istatistiği kullanıldı.
    UNASSIGNED: Primer karaciğer tümörlerinin tespiti için FAPI PET/BT’nin havuzlanmış duyarlılığı ve özgüllüğü sırasıyla %94,3 (%95 GA: %90,6-96,8) ve %89,3 (%95 GA: %71,8-97,7); 18F-FDG PET/BT’nin havuzlanmış duyarlılığı ve özgüllüğü sırasıyla %56,1 (%95 GA: %49,7-62,5) ve %96,4 (%95 GA: %81,7-99,9) idi. Ekstrahepatik metastatik hastalığın saptanması için havuzlanmış duyarlılık FAPI PET/BT ve 18F-FDG PET/BT için sırasıyla %92,2 (aralık: %88,1-100; %95 GA: %87,8-95,4) ve %72,4 (aralık: 69,8-76,5; %95 GA: %65,9-78,2) idi. Ayrıca, dahil edilen çalışmalarda FAPI PET/BT için maksimum standardize tutulum değeri (SUVmaks) ve TBR, 18F-FDG PET/BT’den daha yüksekti.
    UNASSIGNED: Genel olarak, FAPI PET/BT, karaciğer tümörlerinin tespitinde 18F-FDG PET/BT’ye göre daha iyi SUVmaks ve TBR ile daha yüksek duyarlılık gösterdi.
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  • 文章类型: Journal Article
    探讨18F-荧光脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(18F-FDGPET/CT)半定量参数联合鳞状细胞癌抗原(SCC-Ag)预测宫颈癌淋巴结转移(LNM)的价值(FIGO2018I-II期)。
    本研究共纳入65例I-II期宫颈癌患者行18F-FDGPET/CT。比较LNM组和非LNM组原发性肿瘤18F-FDGPET/CT半定量参数和SCC-Ag。采用Logistic回归和受试者工作特征(ROC)分析18F-FDGPET/CT代谢参数和SCC-Ag对LNM的预测价值。
    有14和51例患者被分类为患有LNM和NLNM。半定量参数,包括最大标准化摄取值(SUVmax),平均标准化摄取值(SUVmean),峰值标准化摄取值(SUVpeak),总病变糖酵解(TLG),LNM中肿瘤的代谢肿瘤体积(MTV)和SCC-Ag均明显高于NLNM(SUVmax,16.07±7.81vs11.19±4.73,SUVmean,9.16±3.48vs6.29±2.52,SUVpeak,12.70±5.26vs7.65±3.26,MTV,22.77±12.36vs7.09±5.21,TLG,211.01±154.25vs43.38±36.17,SCC-Ag,5.39±4.56vs2.13±2.50,均p<0.01)。Logistic回归分析显示TLG是I-II期宫颈癌LNM的独立预测因子(OR1.032,95%CI1.013-1.052,p<0.01)。此外,与SUVpeak和SCC-Ag相比,TLG联合SUVpeak和SCC-Ag的预测值增加,曲线下面积增加。
    18F-FDGPET/CT半定量参数和SCC-Ag有望评估I-II期宫颈癌的LNM。原发性肿瘤的TLG在预测I-II期宫颈癌中的LNM方面提供了独立且增加的值。
    UNASSIGNED: To explore the value of 18F-fluordeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) semi-quantitative parameters of primary tumor combined with squamous cell carcinoma antigen (SCC-Ag) in predicting lymph node metastasis (LNM) of cervical cancer (FIGO 2018 stage I-II).
    UNASSIGNED: A total of 65 patients with stage I-II cervical cancer underwent 18F-FDG PET/CT were included in our study. Comparing the primary tumor 18F-FDG PET/CT semi-quantitative parameters and SCC-Ag between the LNM group and the non-LNM group. Logistic regression and receiver operating characteristic (ROC) were used to analyze the value of 18F-FDG PET/CT metabolic parameters and SCC-Ag in predicting LNM.
    UNASSIGNED: There were 14 and 51 patients were classified as having LNM and NLNM. The semi-quantitative parameters, including the maximum standardized uptake value (SUVmax), the mean standardized uptake value (SUVmean), the peak standardized uptake value (SUVpeak), the total lesion glycolysis (TLG), the metabolic tumor volume (MTV) of the tumor and SCC-Ag were all significantly higher in LNM than in NLNM (SUVmax, 16.07 ± 7.81 vs 11.19 ± 4.73, SUVmean, 9.16 ± 3.48 vs 6.29 ± 2.52, SUVpeak, 12.70 ± 5.26 vs 7.65 ± 3.26, MTV, 22.77 ± 12.36 vs 7.09 ± 5.21, TLG, 211.01 ± 154.25 vs 43.38 ± 36.17, SCC-Ag, 5.39 ± 4.56 vs 2.13 ± 2.50, all p<0.01). Logistic regression analysis showed that TLG was an independent predictor of LNM in stage I-II cervical cancer (OR 1.032, 95% CI 1.013-1.052, p<0.01). Moreover, the predictive value of TLG combined with SUVpeak and SCC-Ag increased and the area under the curve increased compared SUVpeak and SCC-Ag.
    UNASSIGNED: 18F-FDG PET/CT semi-quantitative parameters and SCC-Ag have promise for assessing LNM in stage I-II cervical cancer. TLG of primary tumor provides independent and increasing values in predicting LNM in stage I-II cervical cancer.
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  • 文章类型: Journal Article
    背景:根治性前列腺切除术后前列腺特异性抗原(PSA)水平升高表明预后不良,可能与前列腺周围脂肪组织(PPAT)相关。因此,我们旨在构建基于PPAT的18F-PSMA-1007PET/CT的动态在线列线图来预测肿瘤的短期预后。
    方法:回顾性分析了268例前列腺癌(PCa)患者在前列腺切除术前接受18F-PSMA-1007PET/CT的数据,用于模型构建和验证(训练队列:n=156;内部验证队列:n=65;外部验证队列:n=47)。提取PET和CT的影像组学特征(RF)。然后,Rad分数是使用逻辑回归分析构建的,基于通过最大相关性和最小冗余选择的25个最佳RF,以及最小绝对收缩和选择运算符。建立列线图来预测由持续PSA决定的短期预后。
    结果:由25个RFs组成的Rad评分在所有队列中对持续性PSA进行分类时显示出良好的区分度(均P<0.05)。基于逻辑分析,影像组学-临床联合模型,其中包含最佳的RF和预测的临床变量,在AUC为0.85时表现最佳(95%CI:0.78-0.91),训练中0.77(95%CI:0.62-0.91)和0.84(95%CI:0.70-0.93),内部验证和外部验证队列。在所有队列中,校准曲线校准良好.对决策曲线的分析显示,影像组学-临床组合列线图具有更大的临床实用性。
    结论:影像组学-临床组合列线图是一种新的工具,用于术前个体化预测PCa患者的短期预后。
    BACKGROUND: Rising prostate-specific antigen (PSA) levels following radical prostatectomy are indicative of a poor prognosis, which may associate with periprostatic adipose tissue (PPAT). Accordingly, we aimed to construct a dynamic online nomogram to predict tumor short-term prognosis based on 18F-PSMA-1007 PET/CT of PPAT.
    METHODS: Data from 268 prostate cancer (PCa) patients who underwent 18F-PSMA-1007 PET/CT before prostatectomy were analyzed retrospectively for model construction and validation (training cohort: n = 156; internal validation cohort: n = 65; external validation cohort: n = 47). Radiomics features (RFs) from PET and CT were extracted. Then, the Rad-score was constructed using logistic regression analysis based on the 25 optimal RFs selected through maximal relevance and minimal redundancy, as well as the least absolute shrinkage and selection operator. A nomogram was constructed to predict short-term prognosis which determined by persistent PSA.
    RESULTS: The Rad-score consisting of 25 RFs showed good discrimination for classifying persistent PSA in all cohorts (all P < 0.05). Based on the logistic analysis, the radiomics-clinical combined model, which contained the optimal RFs and the predictive clinical variables, demonstrated optimal performance at an AUC of 0.85 (95% CI: 0.78-0.91), 0.77 (95% CI: 0.62-0.91) and 0.84 (95% CI: 0.70-0.93) in the training, internal validation and external validation cohorts. In all cohorts, the calibration curve was well-calibrated. Analysis of decision curves revealed greater clinical utility for the radiomics-clinical combined nomogram.
    CONCLUSIONS: The radiomics-clinical combined nomogram serves as a novel tool for preoperative individualized prediction of short-term prognosis among PCa patients.
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  • 文章类型: Journal Article
    一名67岁的女性出现呼吸急促,减肥,腹部,背部疼痛2个月。腹部超声显示肝脏多发局灶性病变。18F-氟脱氧葡萄糖全身正电子发射断层扫描/计算机断层扫描显示,肝上下腔静脉中的代谢亢进病变延伸到右心房。肝脏可见多种高代谢病变,骨头,和腹部淋巴结,提示转移。病变的组织病理学和免疫组织化学显示其为转移性平滑肌肉瘤。
    A 67-year-old female presented with shortness of breath, weight loss, abdomen, and back pain for 2 months. Ultrasound of the abdomen revealed multiple focal liver lesions. 18F-Fluorodeoxyglucose whole-body positron emission tomography/computed tomography revealed a hypermetabolic lesion in the suprahepatic inferior vena cava extending into the right atrium. Multiple hypermetabolic lesions were seen in liver, bones, and abdominal lymph nodes, suggestive of metastases. Histopathology and immunohistochemistry of the lesions revealed it to be metastatic leiomyosarcoma.
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