pet/ct

PET / CT
  • 文章类型: Journal Article
    背景:癌症相关恶病质(CAC)是一种代谢综合征,导致肺癌患者(LCP)的治疗抵抗和死亡率。CAC通常使用临床非成像标准来定义。鉴于CAC的代谢基础和[18F]氟-2-脱氧-D-葡萄糖(FDG)-正电子发射断层扫描(PET)/计算机断层扫描(CT)提供葡萄糖周转的定量信息的能力,我们评估全身(WB)PET/CT成像的有用性,作为LCP标准诊断工作的一部分,提供有关CAC发作或存在的其他信息。
    方法:这项多中心研究包括345名接受WB[18F]FDG-PET/CT成像的LCP,用于初始临床分期。使用根据体重指数调整的体重减轻分级系统(WLGS)将LCP分类为“无CAC”(治疗前基线和首次随访时的WLGS-0/1:N=158,51F/107M),“DevCAC”(基线时WLGS-0/1,随访时WLGS-3/4:N=90,34F/56M),和\'CAC\'(基线处的WLGS-3/4:N=97,31F/66M)。对于每个CAC类别,平均标准化摄取值(SUV)标准化主动脉摄取()和CT定义的体积提取腹部和内脏器官,肌肉,使用基线[18F]FDG-PET/CT图像的自动图像分割和脂肪组织。对来自实验室测试的成像和非成像参数进行统计学比较。然后训练机器学习(ML)模型将LCP分类为“无CAC”,\'DevCAC\',和\'CAC\'基于他们的成像参数。采用SHapley加性移植(SHAP)分析来确定每位患者CAC发展的关键因素。
    结果:三个CAC类别显示了<下主动脉>的多器官差异。在所有靶器官中,与“无CAC”相比,“CAC”队列中的<下主动脉>更高(P<0.01),除了肝脏和肾脏,其中“CAC”中的减少了5%。“DevCAC”队列显示胰腺<下主动脉>有少量但显著的增加(+4%),骨骼肌(+7%),皮下脂肪组织(+11%),和内脏脂肪组织(+15%)。在\'CAC\'患者中,在<下主动脉>与脂肪组织体积之间鉴定出强的负Spearman相关性(ρ=-0.8)。机器学习模型在基线上以81%的准确率识别出“CAC”,突出显示脾脏的<下主动脉>,胰腺,肝脏,和脂肪组织是最相关的特征。在对“DevCAC”和“NoCAC”进行分类时,模型性能次优(54%)。
    结论:WB[18F]FDG-PET/CT成像揭示了有和没有CAC的LCP多器官代谢的分组差异,从而突出恶病质患者的全身代谢异常症状。根据回顾性队列,我们的ML模型以良好的准确性识别了CAC患者.然而,在发生CAC的患者中,其表现欠佳。一个潜在的,多中心研究已经开始,以解决本回顾性分析的局限性.
    BACKGROUND: Cancer-associated cachexia (CAC) is a metabolic syndrome contributing to therapy resistance and mortality in lung cancer patients (LCP). CAC is typically defined using clinical non-imaging criteria. Given the metabolic underpinnings of CAC and the ability of [18F]fluoro-2-deoxy-D-glucose (FDG)-positron emission tomography (PET)/computer tomography (CT) to provide quantitative information on glucose turnover, we evaluate the usefulness of whole-body (WB) PET/CT imaging, as part of the standard diagnostic workup of LCP, to provide additional information on the onset or presence of CAC.
    METHODS: This multi-centre study included 345 LCP who underwent WB [18F]FDG-PET/CT imaging for initial clinical staging. A weight loss grading system (WLGS) adjusted to body mass index was used to classify LCP into \'No CAC\' (WLGS-0/1 at baseline prior treatment and at first follow-up: N = 158, 51F/107M), \'Dev CAC\' (WLGS-0/1 at baseline and WLGS-3/4 at follow-up: N = 90, 34F/56M), and \'CAC\' (WLGS-3/4 at baseline: N = 97, 31F/66M). For each CAC category, mean standardized uptake values (SUV) normalized to aorta uptake () and CT-defined volumes were extracted for abdominal and visceral organs, muscles, and adipose-tissue using automated image segmentation of baseline [18F]FDG-PET/CT images. Imaging and non-imaging parameters from laboratory tests were compared statistically. A machine-learning (ML) model was then trained to classify LCP as \'No CAC\', \'Dev CAC\', and \'CAC\' based on their imaging parameters. SHapley Additive exPlanations (SHAP) analysis was employed to identify the key factors contributing to CAC development for each patient.
    RESULTS: The three CAC categories displayed multi-organ differences in . In all target organs, was higher in the \'CAC\' cohort compared with \'No CAC\' (P < 0.01), except for liver and kidneys, where in \'CAC\' was reduced by 5%. The \'Dev CAC\' cohort displayed a small but significant increase in of pancreas (+4%), skeletal-muscle (+7%), subcutaneous adipose-tissue (+11%), and visceral adipose-tissue (+15%). In \'CAC\' patients, a strong negative Spearman correlation (ρ = -0.8) was identified between and volumes of adipose-tissue. The machine-learning model identified \'CAC\' at baseline with 81% of accuracy, highlighting of spleen, pancreas, liver, and adipose-tissue as most relevant features. The model performance was suboptimal (54%) when classifying \'Dev CAC\' versus \'No CAC\'.
    CONCLUSIONS: WB [18F]FDG-PET/CT imaging reveals groupwise differences in the multi-organ metabolism of LCP with and without CAC, thus highlighting systemic metabolic aberrations symptomatic of cachectic patients. Based on a retrospective cohort, our ML model identified patients with CAC with good accuracy. However, its performance in patients developing CAC was suboptimal. A prospective, multi-centre study has been initiated to address the limitations of the present retrospective analysis.
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  • 文章类型: Journal Article
    目的:评估托珠单抗(TCZ)单药治疗在大血管GCA(LV-GCA)停药后一年的疗效维持。
    方法:17例活动性LV-GCA患者先前接受3次静脉注射甲基强的松和每周皮下TCZ单药治疗52周。第52周无复发临床缓解的患者停止TCZ并进入第二部分,这是26周的观察性随访期。在26周观察期结束时(第78周)对所有患者进行PET/CT检查。终点是与基线和第52周相比,第78周的PET血管活动评分(PETVAS)的变化,以及第78周和随访结束时无复发临床缓解的患者比例。
    结果:与基线相比,在第78周观察到PETVAS显著降低,平均(95%CI)变化-6.6(-9.5~-3.7).然而,与第52周相比,PETVAS在TCZ停药后6个月(第78周)显着增加,平均(95%CI)变化4.6(0.7-8.5)。在第78周和随访结束时(从TCZ停药148周开始的中位时间)无复发临床缓解的患者比例为11/17(65%,95%CI38-86)和8/17(47%,95%CI23-72),分别。PETVAS每增加一个单位,经年龄和性别调整的HR(95%CI)表明随后的复发为1.36(0.92-2.00)。
    结论:TCZ单药治疗一年可有效维持LV-GCA的无药临床缓解。TCZ停药后早期PETVAS的变化可能预测随后的复发。
    背景:ClinicalTrials.gov,NCT05394909。
    OBJECTIVE: To assess the maintenance of efficacy of one year of tocilizumab (TCZ) monotherapy after its discontinuation in large vessel-GCA (LV-GCA).
    METHODS: 17 patients with active LV-GCA were previously treated with 3 boluses of intravenous methylprednisone and weekly subcutaneous TCZ in monotherapy for 52 weeks. Patients in relapse-free clinical remission at week 52 discontinued TCZ and entered part two, which was a 26-week observational follow-up period. PET/CT was performed in all patients at the end of the 26-week observational period (week 78). End points were the variation in PET vascular activity score (PETVAS) at week 78 compared with baseline and with week 52, and the proportion of patients with relapse-free clinical remission at week 78 and at the end of the follow-up.
    RESULTS: Compared with baseline, a significant reduction in PETVAS was observed at week 78, mean (95% CI) change -6.6 (-9.5 to -3.7). However, compared with week 52, PETVAS significantly increase 6 months after TCZ discontinuation (week 78), mean (95% CI) change 4.6 (0.7-8.5). The proportion of patients with relapse-free clinical remission at weeks 78 and at the end of the follow-up (median time from TCZ discontinuation 148 weeks) was 11/17 (65%, 95% CI 38-86) and 8/17 (47%, 95% CI 23-72), respectively. Age and sex-adjusted HR (95% CI) for each unit increase of PETVAS indicating subsequent relapse was 1.36 (0.92-2.00).
    CONCLUSIONS: One year of TCZ monotherapy was effective in maintaining drug-free clinical remission in LV-GCA. Changes in PETVAS early after TCZ discontinuation may predict subsequent relapses.
    BACKGROUND: ClinicalTrials.gov, NCT05394909.
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  • 文章类型: Journal Article
    目的:这项前瞻性研究旨在评估[18F]AlF-NOTA-成纤维细胞活化蛋白抑制剂(FAPI)-04正电子发射断层扫描-计算机断层扫描(PET/CT)在预测乳腺癌分子亚型中的价值。
    方法:该研究从2023年7月至2024年5月前瞻性纳入的单中心连续招募了怀疑患有乳腺癌的患者,并接受了[18F]AlF-NOTA-FAPI-04PET/CT检查。这项研究比较了具有不同不良预后因素和分子亚型的乳腺癌中示踪剂摄取的差异。使用受试者工作特征(ROC)曲线评估每种乳腺癌分子亚型的分类性能。
    结果:53名参与者(平均年龄,51±11岁;52名女性)进行了评估。具有不良预后因素的乳腺癌病变显示出更高的示踪剂摄取。五种不同的分子亚型表现出不同的摄取水平。管腔A和管腔B(HER2阴性)亚型的摄取相对较低,而管腔B(HER2阳性),HER2阳性,和三阴性亚型具有相对较高的摄取。ROC分析确定最大标准化摄取值(SUVmax)作为腔A型亚型的显著分类器(AUC=0.912,P=0.0005),具有100%的灵敏度和83%的特异性。为了预测腔B(HER2阴性)亚型,SUVmax的AUC为0.770(P=0.0015)。SUVmax,AUC为0.781(P=0.003),用于识别三阴性亚型肿瘤,导致100%的灵敏度和51%的特异性。最后,ROC曲线显示截止值15.40(AUC=0.921,P<0.0001)可以对腔A和腔B(HER2阴性)进行分类,和管腔B(HER2阳性)和HER2阳性和三阴性,产生94%的灵敏度和79%的特异性。
    结论:[18F]AlF-NOTA-FAPI-04的摄取与乳腺癌的分子亚型显著相关,和[18F]AlF-NOTA-FAPI-04PET/CT是用于非侵入性识别腔A亚型和指导FAP靶向治疗的潜在工具。
    OBJECTIVE: This prospective study aims to evaluate the value of [18F]AlF-NOTA-fibroblast activation protein inhibitor (FAPI)-04 positron emission tomography-computed tomography (PET/CT) in predicting molecular subtypes of breast cancer.
    METHODS: The study consecutively recruited patients suspected of having breast cancer from a single center who were prospectively enrolled from July 2023 to May 2024 and underwent [18F]AlF-NOTA-FAPI-04 PET/CT. This study compared the differences in tracer uptake among breast cancers with different adverse prognostic factors and molecular subtypes. The classification performance for each molecular subtype of breast cancer was assessed using a receiver operating characteristic (ROC) curve.
    RESULTS: Fifty-three participants (mean age, 51 ± 11 years; 52 females) were evaluated. Breast cancer lesions with adverse prognostic factors showed higher tracer uptake. The five different molecular subtypes exhibited varying levels of uptake. The luminal A and luminal B (HER2-negative) subtypes had relatively low uptake, while the luminal B (HER2-positive), HER2-positive, and triple-negative subtypes had relatively high uptake. ROC analysis identified the max standardized uptake value (SUVmax) as a significant classifier (AUC = 0.912, P = 0.0005) for the luminal A subtype, with 100% sensitivity and 83% specificity. For predicting the luminal B (HER2-negative) subtype, SUVmax had an AUC of 0.770 (P = 0.0015). SUVmax, with an AUC of 0.781 (P = 0.003), was used to identify the triple-negative subtype tumors, resulting in a sensitivity of 100% and specificity of 51%. Lastly, the ROC curve showed the cut-off 15.40 (AUC = 0.921, P < 0.0001) could classify luminal A & luminal B (HER2-negative), and luminal B (HER2-positive) & HER2-positive & triple-negative, yielding a sensitivity of 94% and specificity of 79%.
    CONCLUSIONS: The uptake of [18F]AlF-NOTA-FAPI-04 is significantly correlated with the molecular subtypes of breast cancer, and [18F]AlF-NOTA-FAPI-04 PET/CT is a potential tool for noninvasive identification of luminal A subtypes and guidance of FAP-targeted therapies.
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  • 文章类型: Journal Article
    目的:评价18F-PSMA-1007PET/CT和盆腔MRI对原发性前列腺癌的诊断效能差异。以及两种方法与组织病理学参数和血清PSA水平的相关性。
    方法:回顾性收集2018年至2023年在我科接受18F-PSMA-1007PET/CT显像的41例疑似前列腺癌患者。所有患者均行18F-PSMA-1007PET/CT和MRI扫描。敏感性,将MRI和18F-PSMA-1007PET/CT结果与活检结果进行比较,计算MRI和18F-PSMA-1007PET/CT在前列腺癌诊断中的PPV和诊断准确性。采用Spearman检验计算18F-PSMA-1007PET/CT,MRI参数,组织病理学指标,和血清PSA水平。
    结果:与组织病理学结果相比,灵敏度,18F-PSMA-1007PET/CT诊断前列腺癌的PPV和诊断准确率分别为95.1%,100.0%和95.1%,分别。敏感性,MRI诊断前列腺癌的诊断准确率为82.9%,100.0%和82.9%,分别。格里森(Gs)评分之间存在轻度至中度正相关,Ki-67指数,血清PSA程度和18F-PSMA-1007PET/CT参数(p<0.05)。AMACR(P504S)的表达与18F-PSMA-1007PET/CT参数呈中度负相关(p<0.05)。血清PSA水平和Gs评分与MRI参数呈中度正相关(p<0.05)。组织病理学参数与MRI参数无相关性(p>0.05)。
    结论:与MRI相比,18F-PSMA-1007PET/CT对前列腺恶性肿瘤的检出具有较高的敏感度和诊断准确性。此外,Ki-67指数和AMACR(P504S)表达仅与18F-PSMA-1007PET/CT参数相关.Gs评分和血清PSA水平与18F-PSMA-1007PET/CT和MRI参数相关。18F-PSMA-1007PET/CT检查可为临床诊断提供一定的参考价值,评估,和治疗恶性前列腺肿瘤。
    OBJECTIVE: To evaluate the difference in the diagnostic efficacy of 18F-PSMA-1007 PET/CT and pelvic MRI in primary prostate cancer, as well as the correlation between the two methods and histopathological parameters and serum PSA levels.
    METHODS: A total of 41 patients with suspected prostate cancer who underwent 18F-PSMA-1007 PET/CT imaging in our department from 2018 to 2023 were retrospectively collected. All patients underwent 18F-PSMA-1007 PET/CT and MRI scans. The sensitivity, PPV and diagnostic accuracy of MRI and 18F-PSMA-1007 PET/CT in the diagnosis of prostate cancer were calculated after comparing the results of MRI and 18F-PSMA-1007 PET/CT with biopsy. The Spearman test was used to calculate the correlation between 18F-PSMA-1007 PET/CT, MRI parameters, histopathological indicators, and serum PSA levels.
    RESULTS: Compared with histopathological results, the sensitivity, PPV and diagnostic accuracy of 18F-PSMA-1007 PET/CT in the diagnosis of prostate cancer were 95.1%, 100.0% and 95.1%, respectively. The sensitivity, PPV and diagnostic accuracy of MRI in the diagnosis of prostate cancer were 82.9%, 100.0% and 82.9%, respectively. There was a mild to moderately positive correlation between Gleason (Gs) score, Ki-67 index, serum PSA level and 18F-PSMA-1007 PET/CT parameters (p < 0.05). There was a moderately negative correlation between the expression of AMACR (P504S) and 18F-PSMA-1007 PET/CT parameters (p < 0.05). The serum PSA level and the Gs score were moderately positively correlated with the MRI parameters (p < 0.05). There was no correlation between histopathological parameters and MRI parameters (p > 0.05).
    CONCLUSIONS: Compared with MRI, 18F-PSMA-1007 PET/CT has higher sensitivity and diagnostic accuracy in the detection of malignant prostate tumors. In addition, the Ki-67 index and AMACR (P504S) expression were only correlated with 18F-PSMA-1007 PET/CT parameters. Gs score and serum PSA level were correlated with 18F-PSMA-1007 PET/CT and MRI parameters. 18F-PSMA-1007 PET/CT examination can provide certain reference values for the clinical diagnosis, evaluation, and treatment of malignant prostate tumors.
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  • 文章类型: Journal Article
    这项研究的目的是半定量评估PET/CT代谢参数在区分良性或恶性心脏或心包肿块中的诊断性能。招募了41例接受18F-FDGPET/CT检查的新诊断的心脏/心包肿块患者。PET/CT代谢参数包括最大标准化摄取值(SUVmax),平均标准化摄取值(SUVmean),总病变糖酵解(TLG),肿瘤代谢体积(MTV),测量或计算最大肿瘤-纵隔背景比(TMR)和最大肿瘤-肝脏背景比(TLR),以评估心脏/心包肿块的良性或恶性.与良性心脏/心包病变相比,心脏/心包恶性肿瘤有更高的SUVmax,Suvmean,TLG,MTV,TMR,和TLR。所有这些PET/CT代谢参数在良性或恶性心脏或心包肿块的半定量评估中显示出较高的诊断性能。SUVmean和MTV的诊断准确率最高。因此,PET/CT代谢参数可半定量评价良性或恶性心脏/心包肿块。
    The objective of this study was to evaluate semi-quantitatively the diagnostic performance of PET/CT metabolic parameters in differentiating benign or malignant cardiac or pericardial masses. A total of forty-one patients with newly diagnosed cardiac/pericardial masses who underwent 18F-FDG PET/CT were recruited. PET/CT metabolic parameters including the maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), total lesion glycolysis (TLG), tumor metabolic volume (MTV), the maximum tumor-to-mediastinal background ratio (TMR) and the maximum tumor-to-liver background ratio (TLR) is measured or calculated to evaluate the benign or malignant nature of cardiac/pericardial masses. Compared with benign cardiac/pericardial lesions, cardiac/pericardial malignancies had higher SUVmax, SUVmean, TLG, MTV, TMR, and TLR. All these PET/CT metabolic parameters showed high diagnostic performance in semi-quantitative evaluation of benign or malignant cardiac or pericardial masses, and SUVmean and MTV had the highest diagnostic accuracy. Therefore, PET/CT metabolic parameters can semi-quantitatively evaluate the benign or malignant cardiac/pericardial masses.
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  • 文章类型: Journal Article
    背景:原发性醛固酮增多症(PA)的亚型诊断用于确定治疗方法,68Ga-pentixa用于PET/CT研究PA的潜在用途早已得到认可。本研究旨在评估68Ga-pentixaforPET/CT在CT诊断双侧病变患者中的临床价值。
    方法:总共,对25例PA和双侧病变的CT进行了回顾性评估。所有患者均接受68Ga-PentixaPET/CT和肾上腺静脉采样。分析重点是建立双侧肾上腺病变SUVmax与双侧肾上腺病变SUVmax比值(CON)与临床诊断的关系,治疗结果,和KCNJ5基因状态。
    结果:68Ga-PentixaPET/CT与肾上腺静脉采样的符合率为65.2%(15/23)。68Ga-pentixaforPET/CT的侧化结果支持了20例PA患者的临床决策,其中90%在治疗中显示出有效性。手术治疗的患者的优势侧的SUVmax高于用药物治疗的患者。KCNJ5突变组的SUVmax高于KCNJ5野生组,68Ga-Pentixafor摄取与KCNJ5基因状态相关。
    结论:68Ga-PentixaforPET/CT证明对CT双侧病变的PA患者有益。基于PET侧向化的结果,治疗通常是有效的。同时,68Ga-PentixaforPET/CT与KCNJ5基因状态存在一定的关系,值得进一步分析。
    BACKGROUND: Subtype diagnosis of primary aldosteronism (PA) is used to determine treatment, and the potential utility of 68Ga-pentixafor PET/CT for investigation of PA has long been recognized. The study aimed to evaluate the clinical value of 68Ga-pentixafor PET/CT in the diagnosis and prognosis of patients with bilateral lesions identified by CT.
    METHODS: In total, 25 patients with PA and bilateral lesions on CT were retrospectively evaluated. All patients underwent 68Ga-Pentixafor PET/CT and adrenal vein sampling. The analysis focused on establishing the relationship between bilateral adrenal lesions SUVmax and the ratio of bilateral adrenal lesions SUVmax (CON) and clinical diagnosis, treatment outcomes, and KCNJ5 gene status.
    RESULTS: The concordance rate between 68Ga-Pentixafor PET/CT and adrenal venous sampling was 65.2% (15/23). The lateralization results of 68Ga-pentixafor PET/CT supported the clinical decisions of 20 patients with PA, 90% of whom showed effectiveness in treatment. The SUVmax on the dominant side of the surgically treated patients was higher than that of patients treated with drugs. The SUVmax of the KCNJ5 mutant group was higher than that of the KCNJ5 wild group, and 68Ga-Pentixafor uptake was correlated with KCNJ5 gene status.
    CONCLUSIONS: 68Ga-Pentixafor PET/CT proves beneficial for patients with PA with bilateral lesions on CT. The treatment is generally effective based on the results of PET lateralization. Simultaneously, a certain relationship exists between 68Ga-Pentixafor PET/CT and KCNJ5 gene status, warranting further analysis.
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  • 文章类型: Journal Article
    目的:临床前成像,具有翻译电位,缺乏定义感兴趣体积(VOI)的标准化方法,影响数据的再现性。这项研究的目的是使用多个观察者分析的相同的[18F]FDG-PET和PET/CT数据集,确定不同器官的VOI大小和标准摄取值(SUVmean和SUVmax)的观察者间变异性。此外,评估了标准化分析方法的效果.
    方法:总共,12名观察者(4名初学者和8名专家)根据其针对多个器官的局部默认图像分析协议分析了相同的临床前[18F]FDG-PET-only和PET/CT数据集。此外,定义了一个标准化的协议,包括有关多个器官的VOI大小和位置的详细信息,所有观察者按照该方案重新分析PET/CT数据集。
    结果:没有标准化,观察者之间的SUVmean和SUVmax存在显著差异.将CT图像与PET图像配准在有限的程度上提高了可比性。引入标准化协议,详细说明了多个器官的VOI大小和位置,减少了观察者之间的变异性并增强了可比性。
    结论:该方案提供了明确的指导方针,对初学者特别有益,提高了各种器官的SUVmean和SUVmax值的可比性。该研究表明,加入额外的VOI模板可以进一步增强临床前成像分析中发现的可比性。
    OBJECTIVE: Preclinical imaging, with translational potential, lacks a standardized method for defining volumes of interest (VOIs), impacting data reproducibility. The aim of this study was to determine the interobserver variability of VOI sizes and standard uptake values (SUVmean and SUVmax) of different organs using the same [18F]FDG-PET and PET/CT datasets analyzed by multiple observers. In addition, the effect of a standardized analysis approach was evaluated.
    METHODS: In total, 12 observers (4 beginners and 8 experts) analyzed identical preclinical [18F]FDG-PET-only and PET/CT datasets according to their local default image analysis protocols for multiple organs. Furthermore, a standardized protocol was defined, including detailed information on the respective VOI size and position for multiple organs, and all observers reanalyzed the PET/CT datasets following this protocol.
    RESULTS: Without standardization, significant differences in the SUVmean and SUVmax were found among the observers. Coregistering CT images with PET images improved the comparability to a limited extent. The introduction of a standardized protocol that details the VOI size and position for multiple organs reduced interobserver variability and enhanced comparability.
    CONCLUSIONS: The protocol offered clear guidelines and was particularly beneficial for beginners, resulting in improved comparability of SUVmean and SUVmax values for various organs. The study suggested that incorporating an additional VOI template could further enhance the comparability of the findings in preclinical imaging analyses.
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  • 文章类型: Journal Article
    目的:18F-AlF-NOTA-奥曲肽(18F-AlF-OC)的生长抑素受体显像在神经内分泌肿瘤(NENs)中显示出有希望的表现。在这项研究中,我们旨在研究18F-AlF-OC在NEN患者的大型前瞻性队列中的诊断表现和临床影响.方法:在2023年1月至2023年11月之间,前瞻性纳入了219例确诊或疑似NEN的患者,并在注射后2h接受了18F-AlF-OCPET/CT检查。主要终点是诊断性能,包括灵敏度,特异性,和准确性。另一个主要终点是18F-AlF-OC对临床管理的影响。参考标准基于组织病理学或放射学随访的结果。结果:205例患者纳入最终分析。患者层面的敏感度,特异性,18F-AlF-OCPET/CT与对比增强CT/MRI的准确率分别为90.5%和81.8%,93.1%vs.71.1%,和91.2%vs.79.4%,分别。26例患者有微小的胃肠道NENs(直径小于1厘米)。18F-AlF-OCPET/CT和对比增强CT/MRI的患者敏感度分别为61.5%(16/26)和37.5%(9/24),分别。18F-AlF-OCPET/CT检出直肠内最小直径为0.6cm,胃中0.3厘米,和0.5厘米的十二指肠。18F-AlF-OCPET/CT结果导致19.5%的患者(40/205)的临床管理发生变化,与对比增强CT/MRI相比,主要是由于新的或意外的发现。结论:18F-AlF-OCPET/CT对NEN有较好的诊断价值,特别是用于检测微小的胃肠NEN。此外,18F-AlF-OCPET/CT影响了19.5%的患者的治疗管理。我们的结果进一步验证了18F-AlF-OC作为生长抑素受体成像示踪剂在临床实践中的作用。
    Purpose: Somatostatin receptor imaging with 18F-AlF-NOTA-octreotide (18F-AlF-OC) has shown promising performance in neuroendocrine neoplasms (NENs). In this study, we aim to investigate the diagnostic performance and clinical impact of 18F-AlF-OC in a large prospective cohort of patients with NEN. Methods: Between January 2023 and November 2023, a total of 219 patients with confirmed or suspected NEN were enrolled prospectively and underwent 18F-AlF-OC PET/CT at 2 h post-injection. The primary endpoint was the diagnostic performance, including sensitivity, specificity, and accuracy. An additional primary endpoint was the impact of 18F-AlF-OC on clinical management. The reference standard was based on the results of histopathology or radiological follow-up. Results: 205 patients were included in the final analysis. The patient-level sensitivity, specificity, and accuracy of 18F-AlF-OC PET/CT compared with contrast-enhanced CT/MRI were 90.5% vs. 81.8%, 93.1% vs. 71.1%, and 91.2% vs. 79.4%, respectively. 26 patients had tiny gastrointestinal NENs (smaller than 1 cm in diameter). The patient-based sensitivity of 18F-AlF-OC PET/CT and contrast-enhanced CT/MRI were 61.5% (16/26) and 37.5% (9/24), respectively. The smallest diameter of gastrointestinal NEN detected by 18F-AlF-OC PET/CT was 0.6 cm in the rectum, 0.3 cm in the stomach, and 0.5 cm in the duodenum. 18F-AlF-OC PET/CT results led to changes in clinical management in 19.5% of patients (40/205), owing mainly to new or unexpected findings compared to contrast-enhanced CT/MRI. Conclusion: 18F-AlF-OC PET/CT demonstrated great diagnostic performance in patients with NEN, particularly for detecting tiny gastrointestinal NEN. Furthermore, 18F-AlF-OC PET/CT impacted the therapeutic management in 19.5% of patients. Our results further validate the role of 18F-AlF-OC as a somatostatin receptor imaging tracer in clinical practice.
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  • 文章类型: Journal Article
    促生长素抑制素受体2型(SSTR2)的过表达是各种肿瘤类型的特性。利用[68Ga]1,4,7,10-四氮杂环十二烷-1,4,7,10-四乙酸(DOTA)的混合成像可以改善肿瘤和健康组织之间的分化。我们对47例匿名患者进行了实验研究,其中包括30例脑膜瘤,12PitNET和5SBPGL。指示四名独立观察者在计划MRI时绘制宏观肿瘤体积的轮廓,然后使用DOTA-PET/CT的其他信息重新评估其体积。评估了观察者和参考卷之间的一致性。总的来说,46例(97.9%)是DOTA-狂热,并包括在最终分析中。在八个案例中,PET/CT识别出MRI未检测到的额外肿瘤体积;这些PET/CT发现对于4例患者的治疗计划可能至关重要。对于脑膜瘤,PET/CT的观察者和观察者对参考体积的一致性指数较高。对于PitNET,MRI观察者之间的体积一致性较高.关于SBGDL,未观察到与添加PET/CT信息相符的显著趋势.DOTAPET/CT支持脑膜瘤和PitNET中的准确肿瘤识别,并建议在计划使用高度适形放射治疗的表达SSTR2的肿瘤中使用。
    The overexpression of somatostatin receptor type 2 (SSTR2) is a property of various tumor types. Hybrid imaging utilizing [68Ga]1,4,7,10-tetraazacyclododecane-1,4,7,10-tetra-acetic acid (DOTA) may improve the differentiation between tumor and healthy tissue. We conducted an experimental study on 47 anonymized patient cases including 30 meningiomas, 12 PitNET and 5 SBPGL. Four independent observers were instructed to contour the macroscopic tumor volume on planning MRI and then reassess their volumes with the additional information from DOTA-PET/CT. The conformity between observers and reference volumes was assessed. In total, 46 cases (97.9%) were DOTA-avid and included in the final analysis. In eight cases, PET/CT additional tumor volume was identified that was not detected by MRI; these PET/CT findings were potentially critical for the treatment plan in four cases. For meningiomas, the interobserver and observer to reference volume conformity indices were higher with PET/CT. For PitNET, the volumes had higher conformity between observers with MRI. With regard to SBGDL, no significant trend towards conformity with the addition of PET/CT information was observed. DOTA PET/CT supports accurate tumor recognition in meningioma and PitNET and is recommended in SSTR2-expressing tumors planned for treatment with highly conformal radiation.
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  • 文章类型: Journal Article
    我们旨在研究[18F]F-FDG-PET/CT衍生的影像组学是否可以对组织学亚型进行分类并确定各种恶性肿瘤的解剖起源。在IRB批准的这项回顾性研究中,391例(年龄=66.7±11.2)患者(n=142),纳入胃食管(n=128)和头颈部(n=121)恶性肿瘤.图像分割和特征提取是半自动进行的。采用两个模型(所有可能的子集回归[APS]和递归划分)来预测组织学(鳞状细胞癌[SCC;n=219]与腺癌[AC;n=172]),解剖学起源,和组织学加上解剖学起源。递归分区算法在确定组织学方面优于APS(灵敏度0.90vs.0.73;特异性0.77vs.0.65)。递归分区算法还显示出关于解剖起源的良好预测能力。特别是,肺部恶性肿瘤的诊断准确率高(敏感性0.93;特异性0.98).最后,组织学和解剖学疾病起源的同步预测模型导致确定胃食管AC的高准确性(灵敏度0.88;特异性0.92),肺AC(敏感性0.89;特异性0.88)和头颈部SCC(敏感性0.91;特异性0.92)。在APS模型中,添加PET特征与组织学预测和起源的边际增量值相关。总的来说,我们的研究证明了使用[18F]F-FDG-PET/CT衍生的影像组学特征确定患者组织学和解剖学起源的良好预测能力,主要来自CT。
    We aimed to investigate whether [18F]F-FDG-PET/CT-derived radiomics can classify histologic subtypes and determine the anatomical origin of various malignancies. In this IRB-approved retrospective study, 391 patients (age = 66.7 ± 11.2) with pulmonary (n = 142), gastroesophageal (n = 128) and head and neck (n = 121) malignancies were included. Image segmentation and feature extraction were performed semi-automatically. Two models (all possible subset regression [APS] and recursive partitioning) were employed to predict histology (squamous cell carcinoma [SCC; n = 219] vs. adenocarcinoma [AC; n = 172]), the anatomical origin, and histology plus anatomical origin. The recursive partitioning algorithm outperformed APS to determine histology (sensitivity 0.90 vs. 0.73; specificity 0.77 vs. 0.65). The recursive partitioning algorithm also revealed good predictive ability regarding anatomical origin. Particularly, pulmonary malignancies were identified with high accuracy (sensitivity 0.93; specificity 0.98). Finally, a model for the synchronous prediction of histology and anatomical disease origin resulted in high accuracy in determining gastroesophageal AC (sensitivity 0.88; specificity 0.92), pulmonary AC (sensitivity 0.89; specificity 0.88) and head and neck SCC (sensitivity 0.91; specificity 0.92). Adding PET-features was associated with marginal incremental value for both the prediction of histology and origin in the APS model. Overall, our study demonstrated a good predictive ability to determine patients\' histology and anatomical origin using [18F]F-FDG-PET/CT-derived radiomics features, mainly from CT.
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