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
    前列腺癌(PC)的高发病率和沉重的疾病负担需要准确而全面的评估以进行适当的疾病管理。前列腺特异性膜抗原(PSMA)正电子发射断层扫描(PET)不能检测PSMA阴性病变,尽管它在PC疾病管理中起着关键作用。据报道,PC病变中胃泌素释放肽受体(GRPR)的过表达是PC诊断和治疗的补充靶标。已经开发了衍生自GRPR的天然配体的放射性药物。这些放射性药物能够在体内可视化和量化GRPR,可用于疾病评估和治疗指导。最近开发的放射性药物表现出改善的药代动力学参数,而亲和力没有恶化。已经构建了几种靶向GRPR的异二聚体作为替代方案,因为它们具有以单靶标检测的低诊断效率检测肿瘤病变的潜力。此外,一些针对GRPR的放射性药物已进入临床试验,用于PC的初始分期或生化复发检测,以指导疾病分层和治疗,表明在PC疾病管理方面具有相当大的潜力。在这里,我们全面总结了针对GRPR的放射性药物的研究进展。特别是,我们讨论了配体的影响,螯合剂,和连接剂对放射性药物的分布。此外,我们总结了一个潜在的设计方案,以促进放射性药物的发展,因此,提示临床翻译。
    The high incidence and heavy disease burden of prostate cancer (PC) require accurate and comprehensive assessment for appropriate disease management. Prostate-specific membrane antigen (PSMA) positron emission tomography (PET) cannot detect PSMA-negative lesions, despite its key role in PC disease management. The overexpression of gastrin-releasing peptide receptor (GRPR) in PC lesions reportedly performs as a complementary target for the diagnosis and therapy of PC. Radiopharmaceuticals derived from the natural ligands of GRPR have been developed. These radiopharmaceuticals enable the visualization and quantification of GRPR within the body, which can be used for disease assessment and therapeutic guidance. Recently developed radiopharmaceuticals exhibit improved pharmacokinetic parameters without deterioration in affinity. Several heterodimers targeting GRPR have been constructed as alternatives because of their potential to detect tumor lesions with a low diagnostic efficiency of single target detection. Moreover, some GRPR-targeted radiopharmaceuticals have entered clinical trials for the initial staging or biochemical recurrence detection of PC to guide disease stratification and therapy, indicating considerable potential in PC disease management. Herein, we comprehensively summarize the progress of radiopharmaceuticals targeting GRPR. In particular, we discuss the impact of ligands, chelators, and linkers on the distribution of radiopharmaceuticals. Furthermore, we summarize a potential design scheme to facilitate the advancement of radiopharmaceuticals and, thus, prompt clinical translation.
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  • 文章类型: Journal Article
    背景:间质性反应(ILRH)对转移性去势抵抗性前列腺癌(mCRPC)的治疗提出了挑战。目前,在阿比特龙治疗的背景下,没有前瞻性临床试验探讨ILRH在配对正电子发射断层扫描/计算机断层扫描(PET/CT)中的预后意义.
    方法:在这项前瞻性研究中,我们招募了接受阿比特龙治疗的mCRPC患者(ClinicalTrials.gov:NCT05188911;ChiCTR.org.cn:ChiCTR2000034708)。在基线和第13周进行68Ga-前列腺特异性膜抗原(PSMA)+18F-氟代脱氧葡萄糖(FDG)PET/CT和循环肿瘤DNA(ctDNA)监测。通过早期ILRH测量对患者进行分组。主要终点是通过一致性指数(C指数)评估来评估ILRH对常规无进展生存期(PFS)的预测作用。常规PFS定义为从药物治疗到常规影像学进展的时间,临床进展,或死亡。
    结果:最终,纳入33例患者,中位随访时间为28.7个月。基线+第13周PSMAPET/CT显示33.3%的患者显示ILRH。与反应组和非反应组相比,那些患有异型反应疾病的患者的PFS显着不同(风险比:反应组=参考,异型反应组=4.0,无反应组=5.8;p<0.0001)。ILRH对成对PSMAPET/CT的C指数(0.742vs.0.660)和FDGPET/CT(0.736vs.0.668)的常规PFS高于PSA反应。在探索性分析中,在第13周的PSMA-/FDG+病变被确定为不良常规PFS的强替代物(p=0.039)。
    结论:ILRH基线+第13周PSMA和FDGPET/CT均与常规PFS密切相关。
    背景:本研究由中国科技部和上海市资助。
    BACKGROUND: Interlesional response heterogeneity (ILRH) poses challenges to the treatment of metastatic castration-resistant prostate cancer (mCRPC). Currently, there are no prospective clinical trials exploring the prognostic significance of ILRH on paired positron emission tomography/computed tomography (PET/CT) in the context of abiraterone therapy.
    METHODS: In this prospective study, we enrolled patients with mCRPC treated with abiraterone (ClinicalTrials.gov: NCT05188911; ChiCTR.org.cn: ChiCTR2000034708). 68Ga-prostate-specific membrane antigen (PSMA)+18F-fluorodeoxyglucose (FDG) PET/CT and circulating tumor DNA (ctDNA) monitoring were performed at baseline and week 13. Patients were grouped by their early ILRH measurement. The primary endpoint was to evaluate the predictive role of ILRH for conventional progression-free survival (PFS) through the concordance index (C-index) assessment. Conventional PFS was defined as the time from medication to conventional radiographic progression, clinical progression, or death.
    RESULTS: Ultimately, 33 patients were included with a median follow-up of 28.7 months. Baseline+week 13 PSMA PET/CT revealed that 33.3% of patients showed ILRH. Those patients with hetero-responding disease had significantly different PFS compared to the responding and non-responding groups (hazard ratio: responding group = reference, hetero-responding group = 4.0, non-responding group = 5.8; p < 0.0001). The C-index of ILRH on paired PSMA PET/CT (0.742 vs. 0.660) and FDG PET/CT (0.736 vs. 0.668) for conventional PFS was higher than that of PSA response. In an exploratory analysis, PSMA-/FDG+ lesions at week 13 were identified as a strong surrogate for poor conventional PFS (p = 0.039).
    CONCLUSIONS: ILRH on both baseline+week 13 PSMA and FDG PET/CT strongly associated with conventional PFS.
    BACKGROUND: This study was funded by the Ministry of Science and Technology of China and Shanghai.
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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
    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
    背景:乳腺癌是妇女健康的严重威胁,发病率和死亡率都很高。迫切需要开发更有效的治疗乳腺癌的疗法。越来越多的证据表明,靶向葡萄糖代谢可能是一种有前途的癌症治疗策略。我们先前鉴定了一种新的甘油醛-3-磷酸脱氢酶(GAPDH)抑制剂,DC-5163在抑制肿瘤生长方面显示出巨大潜力。这里,我们评估了DC-5163在乳腺癌细胞中的抗癌潜力。
    方法:体外和体内研究了DC-5163对乳腺癌细胞的作用。海马,葡萄糖摄取,乳酸生产,进行细胞ATP含量测定以检查DC-5163对细胞糖酵解的影响。细胞活力,菌落形成能力,细胞周期,和细胞凋亡通过CCK8测定进行评估,集落形成试验,流式细胞术,和免疫印迹。在小鼠乳腺癌异种移植模型中评估DC-5163的体内抗癌活性。
    结果:DC-5163抑制有氧糖酵解并减少乳腺癌细胞的能量供应,从而抑制乳腺癌细胞的生长,诱导细胞周期停滞在G0/G1期,增加细胞凋亡。使用乳腺癌异种移植小鼠模型评估治疗功效。DC-5163治疗在体内显著抑制肿瘤生长而不诱导明显的全身毒性。Micro-PET/CT扫描显示,与DMSO对照组相比,DC-5163治疗组的肿瘤18F-FDG和18F-FLT摄取显著减少。
    结论:我们的结果表明,DC-5163是一种有前途的GAPDH抑制剂,用于抑制乳腺癌的生长,而没有明显的副作用。18F-FDG和18F-FLTPET/CT可以无创评估DC-5163治疗后肿瘤的糖酵解和增殖水平。
    BACKGROUND: Breast cancer is a serious threat to women\'s health with high morbidity and mortality. The development of more effective therapies for the treatment of breast cancer is strongly warranted. Growing evidence suggests that targeting glucose metabolism may be a promising cancer treatment strategy. We previously identified a new glyceraldehyde-3-phosphate dehydrogenase (GAPDH) inhibitor, DC-5163, which shows great potential in inhibiting tumor growth. Here, we evaluated the anticancer potential of DC-5163 in breast cancer cells.
    METHODS: The effects of DC-5163 on breast cancer cells were investigated in vitro and in vivo. Seahorse, glucose uptake, lactate production, and cellular ATP content assays were performed to examine the impact of DC-5163 on cellular glycolysis. Cell viability, colony-forming ability, cell cycle, and apoptosis were assessed by CCK8 assay, colony formation assay, flow cytometry, and immunoblotting respectively. The anticancer activity of DC-5163 in vivo was evaluated in a mouse breast cancer xenograft model.
    RESULTS: DC-5163 suppressed aerobic glycolysis and reduced energy supply of breast cancer cells, thereby inhibiting breast cancer cell growth, inducing cell cycle arrest in the G0/G1 phase, and increasing apoptosis. The therapeutic efficacy was assessed using a breast cancer xenograft mouse model. DC-5163 treatment markedly suppressed tumor growth in vivo without inducing evident systemic toxicity. Micro-PET/CT scans revealed a notable reduction in tumor 18F-FDG and 18F-FLT uptake in the DC-5163 treatment group compared to the DMSO control group.
    CONCLUSIONS: Our results suggest that DC-5163 is a promising GAPDH inhibitor for suppressing breast cancer growth without obvious side effects. 18F-FDG and 18F-FLT PET/CT can noninvasively assess the levels of glycolysis and proliferation in tumors following treatment with DC-5163.
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  • 文章类型: Clinical Trial Protocol
    背景:拟议的试验旨在研究前列腺特异性膜抗原(PSMA)正电子发射断层扫描/计算机断层扫描(PET/CT)引导的细胞减灭术联合阿帕鲁胺和雄激素剥夺疗法(ADT)治疗在寡转移状态下新诊断的转移性激素敏感性前列腺癌(mHSPC)的可行性。
    方法:CHAMPION(NCT05717582)是一个开放标签,单臂,第二阶段试验,计划纳入新诊断的mHSPC患者的寡转移(常规成像中≤10个远处转移部位)。患者将接受6个周期的阿帕鲁胺加ADT。3个治疗周期后,PSMAPET/CT的寡转移疾病患者将接受细胞减灭术前列腺癌根治术。PSMAPET/CT引导的转移定向外放射治疗将由研究人员确定。阿帕鲁胺加ADT将在术后持续2周。主要终点是检测不到前列腺特异性抗原(PSA)的患者比例,无疾病进展,阿帕鲁胺加ADT治疗6个周期后,症状无恶化。次要终点包括3个治疗周期结束时PSA≤0.2ng/mL和寡转移的患者百分比。PSA反应率,和安全。本研究将采用弗莱明的两阶段分组序贯设计,其中零假设是在6个周期的治疗后,无法检测到PSA的患者的比率≤40%,而另一种假设是无法检测到的PSA>60%;单侧α=0.05,功率=0.80,假定的辍学率为10%,有效分析所需的患者人数为47。这项研究的登记工作于2023年5月开始。
    结论:基于治疗反应的多模式治疗可能改善新诊断的mHSPC患者的预后。
    背景:该研究已在临床试验中注册。政府(NCT05717582)。2023年2月8日注册。
    BACKGROUND: The proposed trial is to examine the feasibility of prostate-specific membrane antigen (PSMA) positron emission tomography/computed tomography (PET/CT)-guided cytoreduction plus apalutamide and androgen deprivation therapy (ADT) for newly diagnosed metastatic hormone-sensitive prostate cancer (mHSPC) at oligometastatic state.
    METHODS: CHAMPION (NCT05717582) is an open-label, single-arm, phase II trial, planning to enroll newly diagnosed mHSPC cases with oligometastases (≤ 10 distant metastatic sites in conventional imaging). Patients will receive 6 cycles of apalutamide plus ADT. Patients with oligometastatic disease at PSMA PET/CT after 3 treatment cycles will receive cytoreductive radical prostatectomy. PSMA PET/CT-guided metastasis-directed external radiation therapy will be determined by the investigators. Apalutamide plus ADT will be continued for 2 weeks postoperatively. The primary endpoint is the proportion of patients with undetectable prostate-specific antigen (PSA), no disease progression, and no symptom deterioration after 6 cycles of apalutamide plus ADT. Secondary endpoints include the percentage of patients with PSA ≤ 0.2 ng/mL and oligometastases by the end of 3 treatment cycles, PSA response rate, and safety. Fleming\'s two-stage group sequential design will be adopted in the study, where the null hypothesis is that the rate of patients with an undetectable PSA is ≤ 40% after 6 cycles of treatment, while the alternate hypothesis is an undetectable PSA of > 60%; with one-sided α = 0.05, power = 0.80, and an assumed dropout rate of 10%, the required number of patients for an effective analysis is 47. Enrolment in the study commenced in May 2023.
    CONCLUSIONS: The multi-modal therapy based on treatment response may improve the prognosis of newly diagnosed mHSPC patients with oligometastases.
    BACKGROUND: The study is registered with Clinical Trials.Gov (NCT05717582). Registered on 8th February 2023.
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  • 文章类型: Journal Article
    目的:通过结合基于PET/CT的深度学习特征和全身代谢性肿瘤体积(MTVwb)来建立风险分层,这是对非小细胞肺癌(NSCLC)患者的总生存期(OS)和无进展生存期(PFS)进行预测,以补充TNM分期。
    方法:该研究招募了590名NSCLC患者(413名用于训练,177名用于测试)。通过使用卷积神经网络来提取特征。通过选定的特征和MTVwb构建了组合风险分层(CRS),与TNM分期进行了对比和整合。在测试集中,这些都得到了验证。
    结果:多变量分析显示CRS是OS和PFS的独立预测因子。与TNM分期相比,CRS的C指数显示出统计学上的显着增加,除了预测测试集中的操作系统(对于操作系统,C指数=0.71vs.训练集中的0.691和0.73vs.测试集中的0.736;对于PFS,C指数=0.702vs.0.686在训练集中和0.732vs.测试集中为0.71)。将CRS与TNM分期相结合的列线图在训练和测试集中显示了最优异的模型性能(C指数=0.741和0.771)。
    结论:CRS的加入提高了TNM分期的预测能力,并显示出作为支持医生制定治疗决策的有用工具的潜力。
    OBJECTIVE: To build a risk stratification by incorporating PET/CT-based deep learning features and whole-body metabolic tumor volume (MTVwb), which was to make predictions about overall survival (OS) and progression-free survival (PFS) for those with non-small cell lung cancer (NSCLC) as a complement to the TNM staging.
    METHODS: The study enrolled 590 patients with NSCLC (413 for training and 177 for testing). Features were extracted by employing a convolutional neural network. The combined risk stratification (CRS) was constructed by the selected features and MTVwb, which were contrasted and integrated with TNM staging. In the testing set, those were verified.
    RESULTS: Multivariate analysis revealed that CRS was an independent predictor of OS and PFS. C-indexes of the CRS demonstrated statistically significant increases in comparison to TNM staging, excepting predicting OS in the testing set (for OS, C-index=0.71 vs. 0.691 in the training set and 0.73 vs. 0.736 in the testing set; for PFS, C-index=0.702 vs. 0.686 in the training set and 0.732 vs. 0.71 in the testing set). The nomogram that combined CRS with TNM staging demonstrated the most superior model performance in the training and testing sets (C-index=0.741 and 0.771).
    CONCLUSIONS: The addition of CRS improves TNM staging\'s predictive power and shows potential as a useful tool to support physicians in making treatment decisions.
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  • 文章类型: Journal Article
    目的:术前多学科方法在预测冠状动脉旁路移植术(CABG)患者术后结局方面的价值尚不充分。在这里,我们旨在确定多模态心脏成像在预测CABG后心血管结局方面的功效.
    方法:患有三重冠状动脉疾病的患者接受心脏[18F]氟化钠([18F]NaF)正电子发射断层扫描/计算机断层扫描(PET/CT),冠状动脉造影,CABG前进行CT冠状动脉钙化评分。测定最大冠状动脉[18F]NaF活性(靶-血比[TBR]max)和全局冠状动脉[18F]NaF活性(TBRglobal)。主要终点是CABG后7天内的围手术期心肌梗死(PMI)。次要终点包括主要不良心脑血管事件(MACCEs)和复发性心绞痛。
    结果:这项前瞻性观察性研究检查了101例患者,中位时间为40个月(四分位距:19-47个月)。TBRmax(比值比[OR]=1.445;p=0.011)和TBRglobal(OR=1.797;P=0.018)均为PMI的重要预测因子。TBRmax>3.0(曲线下面积[AUC],0.65;灵敏度,75.0%;特异性,56.8%;p=0.036)PMI风险增加3.661倍,独立于外部混杂因素。Kaplan-Meier检验显示,随着TBRmax的升高,MACCE生存率降低。TBRmax>3.6(AUC,0.70;灵敏度,76.9%;特异性,73.9%;p=0.017)将MACCE风险增加5.520倍。两者都是TBRmax(危险比[HR],1.298;p=0.004)和TBRglobal(HR=1.335;p=0.011)与复发性心绞痛显着相关。在CAC和SYNTAX评分之间以及PMI发生率和长期MACCE之间没有发现显着关联。
    结论:通过[18F]NaFPET定量冠状动脉微钙化活性显示出预测CABG后早期和长期心血管结局的强大能力,从而优于冠状动脉大钙化负荷和狭窄严重程度的常规指标。
    背景:该试验已在中国临床试验委员会注册(编号:ChiCTR1900022527;URL:www。chictr.org.cn/showproj.html?proj=37933)。
    OBJECTIVE: The value of preoperative multidisciplinary approach remains inadequately delineated in forecasting postoperative outcomes of patients undergoing coronary artery bypass grafting (CABG). Herein, we aimed to ascertain the efficacy of multi-modality cardiac imaging in predicting post-CABG cardiovascular outcomes.
    METHODS: Patients with triple coronary artery disease underwent cardiac sodium [18F]fluoride ([18F]NaF) positron emission tomography/computed tomography (PET/CT), coronary angiography, and CT-based coronary artery calcium scoring before CABG. The maximum coronary [18F]NaF activity (target-to-blood ratio [TBR]max) and the global coronary [18F]NaF activity (TBRglobal) was determined. The primary endpoint was perioperative myocardial infarction (PMI) within 7-day post-CABG. Secondary endpoint included major adverse cardiac and cerebrovascular events (MACCEs) and recurrent angina.
    RESULTS: This prospective observational study examined 101 patients for a median of 40 months (interquartile range: 19-47 months). Both TBRmax (odds ratio [OR] = 1.445; p = 0.011) and TBRglobal (OR = 1.797; P = 0.018) were significant predictors of PMI. TBRmax>3.0 (area under the curve [AUC], 0.65; sensitivity, 75.0%; specificity, 56.8%; p = 0.036) increased PMI risk by 3.661-fold, independent of external confounders. Kaplan-Meier test revealed a decrease in MACCE survival rate concomitant with an escalating TBRmax. TBRmax>3.6 (AUC, 0.70; sensitivity, 76.9%; specificity, 73.9%; p = 0.017) increased MACCEs risk by 5.520-fold. Both TBRmax (hazard ratio [HR], 1.298; p = 0.004) and TBRglobal (HR = 1.335; p = 0.011) were significantly correlated with recurrent angina. No significant associations were found between CAC and SYNTAX scores and between PMI occurrence and long-term MACCEs.
    CONCLUSIONS: Quantification of coronary microcalcification activity via [18F]NaF PET displayed a strong ability to predict early and long-term post-CABG cardiovascular outcomes, thereby outperforming conventional metrics of coronary macrocalcification burden and stenosis severity.
    BACKGROUND: The trial was registered with the Chinese Clinical Trial Committee (number: ChiCTR1900022527; URL: www.chictr.org.cn/showproj.html?proj=37933 ).
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  • 文章类型: Journal Article
    背景:本研究旨在比较[68Ga]Ga-DOTA-FAPI-04和[18F]FDGPET/CT显像对扁桃体癌患者原发灶和转移淋巴结的诊断价值。
    方法:回顾性纳入21例扁桃体癌患者,这些患者在我们中心两周内接受了[68Ga]Ga-DOTA-FAPI-04和[18F]FDGPET/CT扫描。使用Mann-WhitneyU检验比较了两种示踪剂的最大标准化摄取值(SUVmax)和肿瘤背景比(TBR)。此外,灵敏度,特异性,并分析了两种方法诊断转移性淋巴结的准确性。
    结果:在检测原发性病变时,[68Ga]Ga-DOTA-FAPI-04PET/CT(20/22)的效率高于[18F]FDGPET/CT(9/22)。尽管[68Ga]Ga-DOTA-FAPI-04摄取(SUVmax,5.03±4.06)低于[18F]FDG摄取(SUVmax,7.90±4.84,P=0.006),[68Ga]Ga-DOTA-FAPI-04改善了原发性肿瘤和对侧正常扁桃体组织之间的区别。[68Ga]Ga-DOTA-FAPI-04PET/CT的TBR(3.19±2.06)显著高于[18F]FDGPET/CT(1.89±1.80)(p<0.001)。在淋巴结分析中,[68Ga]Ga-DOTA-FAPI-04和[18F]FDGPET/CT之间的SUVmax和TBR没有显着差异(7.67±5.88vs.8.36±6.15,P=0.498和5.56±4.02。4.26±3.16,P=0.123)。[68Ga]Ga-DOTA-FAPI-04PET/CT诊断颈部淋巴结转移的特异性和准确性均高于[18F]FDGPET/CT(均P<0.05)。
    结论:与[18F]FDG相比,[68Ga]Ga-DOTA-FAPI-04的可用性提高了[18F]FDG的原发灶检出率和颈部转移淋巴结的诊断准确性,从而补充了[18F]FDG的诊断结果。
    BACKGROUND: This study aimed to compare the diagnostic value of [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT imaging for primary lesions and metastatic lymph nodes in patients with tonsil cancer.
    METHODS: Twenty-one tonsil cancer patients who underwent [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT scans within two weeks in our centre were retrospectively enrolled. The maximum standardized uptake value (SUVmax) and tumor-to-background ratio (TBR) of the two tracers were compared by using the Mann‒Whitney U test. In addition, the sensitivity, specificity, and accuracy of the two methods for diagnosing metastatic lymph nodes were analysed.
    RESULTS: In detecting primary lesions, the efficiency was higher for [68 Ga]Ga-DOTA-FAPI-04 PET/CT (20/22) than for [18F]FDG PET/CT (9/22). Although [68 Ga]Ga-DOTA-FAPI-04 uptake (SUVmax, 5.03 ± 4.06) was lower than [18F]FDG uptake (SUVmax, 7.90 ± 4.84, P = 0.006), [68 Ga]Ga-DOTA-FAPI-04 improved the distinction between the primary tumor and contralateral normal tonsillar tissue. The TBR was significantly higher for [68 Ga]Ga-DOTA-FAPI-04 PET/CT (3.19 ± 2.06) than for [18F]FDG PET/CT (1.89 ± 1.80) (p < 0.001). In lymph node analysis, SUVmax and TBR were not significantly different between [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT (7.67 ± 5.88 vs. 8.36 ± 6.15, P = 0.498 and 5.56 ± 4.02 vs. 4.26 ± 3.16, P = 0.123, respectively). The specificity and accuracy of [68 Ga]Ga-DOTA-FAPI-04 PET/CT were higher than those of [18F]FDG PET/CT in diagnosing metastatic cervical lymph nodes (all P < 0.05).
    CONCLUSIONS: The availability of [68 Ga]Ga-DOTA-FAPI-04 complements the diagnostic results of [18F]FDG by improving the detection rate of primary lesions and the diagnostic accuracy of cervical metastatic lymph nodes in tonsil cancer compared to [18F]FDG.
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