prostate specific membrane antigen (PSMA)

前列腺特异性膜抗原 (PSMA)
  • 文章类型: Journal Article
    目的:骨转移在晚期前列腺癌中非常常见,可以通过PSMA-PET/CT敏感检测。因此,我们的目标是评估PSMA-PET/CT引导的转移导向外束放疗(MDT)作为生化复发和寡转移骨病变患者治疗选择的适宜性.
    方法:我们回顾性地检查了32例生化复发和PSMA阳性寡转移疾病仅限于骨的前列腺癌患者(n=1-3)。用MDT治疗总共49个骨病变。所有患者均接受放疗后PSMA-PET/CT扫描。SUVmax的变化,每个病灶的PSMA阳性肿瘤体积和PSA,以及PET/CT间期和SUVmax反应之间的相关性。
    结果:MDT导致46/49(94%)病变的SUVmax下降。SUVmax的中位数相对下降为60.4%,分别。基于PSMA阳性病变体积,SUV截止值为4,46/49(94%)的病变显示完全反应,MDT后PSMA-PET/CT上有2个(4%)部分反应和1个病变(2%)稳定。大多数接受治疗的患者(56.3%)在MDT后3个月出现初始PSA下降,中位时间为3.6个月后PSA最低点为0.14ng/ml。MDT后三个月的相对PSA变化中位数为3.9%。
    结论:MDT是前列腺癌骨寡转移的一种非常有效的治疗方式,并且可以使用(半)定量参数SUVmax和PSMA阳性病变体积并确定SUV截止值评估对MDT的病变反应。
    OBJECTIVE: Bone metastases are very common in advanced prostate cancer and can sensitively be detected utilizing PSMA-PET/CT. Therefore, our goal was to evaluate the suitability of PSMA-PET/CT-guided metastasis-directed external beam radiotherapy (MDT) as treatment option for patients with biochemical recurrence and oligometastatic bone lesions.
    METHODS: We retrospectively examined 32 prostate cancer patients with biochemical recurrence and PSMA-positive oligometastatic disease limited to the bone (n = 1-3). A total of 49 bone lesions were treated with MDT. All patients received a post-radiotherapy PSMA-PET/CT-Scan. Changes in SUVmax, PSMA-positive tumor volume per lesion and PSA, as well as the correlation between the PET/CT-interval and SUVmax response were calculated.
    RESULTS: MDT lead to a SUVmax decrease in 46/49 (94%) of the lesions. The median relative decline of SUVmax was 60.4%, respectively. Based on PSMA-positive lesion volume with a SUV cut-off of 4, 46/49 (94%) of lesions showed complete response, two (4%) partial response and one lesion (2%) was stable on PSMA-PET/CT after MDT. Most of the treated patients (56.3%) showed an initial PSA decline at three months and a PSA nadir of median 0.14 ng/ml after a median time of 3.6 months after MDT. The median relative PSA change at three months after MDT was 3.9%.
    CONCLUSIONS: MDT is a very effective treatment modality for prostate cancer bone oligometastases and lesion response to MDT can be assessed using the (semi-)quantitative parameters SUVmax and PSMA-positive lesion volume with established SUV cut-offs.
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  • 文章类型: Journal Article
    目的:目的是评估前列腺癌生化复发(BRPC)患者[18F]DCFPyL-PET/CT分子成像(mi)变量与临床和疾病特征以及前列腺特异性抗原(PSA)相关变量之间的关系。
    方法:我们分析了BRPC根治术后的患者。我们获得了临床和PSA变量:国际泌尿外科病理学会(ISUP)分级组,欧洲泌尿外科协会(EAU)风险分类,PSA(PSA≤1ng/ml,12),PSA倍增时间(PSAdt)和PSA速度(PSAvel)。所有PET/CT扫描均在自动前列腺分子成像标准化评估(aPROMISE)软件的帮助下进行审查,并使用该平台进行阳性扫描中的病变分割。标准化摄取值(SUV)导出变量;肿瘤负荷变量[全身肿瘤体积(wbTV),获得全身肿瘤病变活性(wbTLA)和全身miPSMA(wbPSMA)]和miTNM分期。获得了能够预测PET/CT结果的PSA截止值和动力学。使用方差分析分析疾病和MI变量之间的关联,Kruskal-Wallis和Spearman的相关检验。还进行了多因素分析。
    结果:研究了二百七十五名患者。165/275例患者中[18F]DCFPyL-PET/CT阳性。在多变量分析中,生化复发的时刻,ISUP组,PSA水平和PSAvel与检出率显著相关。miTNM与PSA水平(p<0.001)和动力学(p<0.001)显着相关,在转移性疾病患者中更高。PSA和PSAvel均与wbTV呈中等相关性,wbTLA和wbPSMA(p<0.001)。发现与SUV的相关性较弱。意味着wbTV,PSA>2ng/ml时,WbTLA和WbPSMA值显著高于PSAdt≤6个月,PSAvel≥0.2ng/ml/月组。此外,ISUP第5级患者的wbTV(p=0.039)和wbPSMA(p=0.020)明显较高。PSA和PSAvel截止值(1.15ng/ml和0.065ng/ml/月)与PET/CT阳性显着相关。
    结论:PSA值较高,在PROMISE平台评估的[18F]DCFPyLPET/CT上,不利的PSA动力学和ISUP5级是较大肿瘤负荷变量的稳健预测变量。
    OBJECTIVE: The objective was to assess the association between molecular imaging (mi) variables on [18F]DCFPyL-PET/CT with clinical and disease characteristics and prostate specific antigen (PSA) related variables in patients with biochemical recurrence of prostate cancer (BRPC).
    METHODS: We analysed patients with BRPC after radical treatment. We obtained clinical and PSA variables: International Society of Urology Pathology (ISUP) grade group, European Association of Urology (EAU) risk classification, PSA (PSA≤1ng/ml, 12), PSA doubling time (PSAdt) and PSA velocity (PSAvel). All PET/CT scans were reviewed with the assistance of automated Prostate Molecular Imaging Standardized Evaluation (aPROMISE) software and lesions\' segmentation in positive scans was performed using this platform. Standardized uptake value (SUV) derived variables; tumour burden variables [whole-body tumour volume (wbTV), whole-body tumour lesion activity (wbTLA) and whole-body mi PSMA (wbPSMA)] and miTNM staging were obtained. Cut-off of PSA and kinetics able to predict PET/CT results were obtained. Associations between disease and mi variables were analysed using ANOVA, Kruskal-Wallis and Spearman\'s correlation tests. Multivariate analysis was also performed.
    RESULTS: Two hundred and seventy-five patients were studied. [18F]DCFPyL-PET/CT were positive in 165/275 patients. In multivariate analysis, moment of biochemical recurrence, ISUP group, PSA level and PSAvel showed significant association with the detection rate. miTNM showed significant association with PSA level (p<0.001) and kinetics (p<0.001), being higher in patients with metastatic disease. Both PSA and PSAvel showed moderate correlation with wbTV, wbTLA and wbPSMA (p<0.001). A weak correlation with SUVs was found. Mean wbTV, wbTLA and wbPSMA values were significantly higher in PSA > 2ng/ml, PSAdt ≤ 6 months and PSAvel ≥ 0.2ng/ml/month groups. Also, wbTV (p=0.039) and wbPSMA (p=0.020) were significantly higher in patients with ISUP grade group 5. PSA and PSAvel cut-offs (1.15 ng/ml and 0.065 ng/ml/month) were significantly associated with a positive PET/CT.
    CONCLUSIONS: Higher PSA values, unfavourable PSA kinetics and ISUP grade group 5 were robust predictive variables of larger tumour burden variables on [18F]DCFPyL PET/CT assessed by aPROMISE platform.
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  • 文章类型: Journal Article
    目的:分析可预测18F-DCFPyL-正电子发射断层扫描/计算机断层扫描(PET/CT)阳性的变量以及生化复发性(BCR)前列腺癌患者在接受根治性前列腺切除术或放射疗法的主要局部治疗后的疾病程度。
    方法:这是一项前瞻性单机构审查委员会批准的研究的回顾性分析。我们纳入了199例生化复发且在主要局部治疗后常规影像学检查阴性的患者(根治性前列腺切除术n=127,放射治疗n=72)。所有患者均行18F-DCFPyL-PET/CT检查。使用单变量和多变量逻辑回归分析来确定两组患者的阳性扫描的预测因子。使用基于回归系数的列线图来预测扫描阳性和盆腔外疾病。采用决策曲线分析(DCA)量化列线图的临床获益。
    结果:在127例(63%)前列腺癌根治术后患者中,91例患者进行了阳性扫描-其中61例患有骨盆内病变,30例患有骨盆外病变(即,腹膜后或远处淋巴结和/或骨/器官病变)。在72名放疗后患者中,65例患者的扫描结果为阳性-其中39例患有骨盆内病变,26例患有骨盆外病变。在根治性前列腺切除术队列中,多元回归分析显示原始的国际泌尿外科病理学会类别,前列腺特异性抗原(PSA),前列腺特异性抗原倍增时间(PSAdt),从BCR(mo)到扫描的时间是扫描阳性和盆腔外疾病存在的预测因素,曲线下面积为80%和78%,分别。根治性前列腺切除术后阳性与阴性肿瘤边缘与扫描阳性或盆腔外病灶的存在无关。在放射治疗队列中,多元回归分析显示,PSA,PSAdt,BCR时间(mo)是盆腔外疾病的预测因子,曲线下面积为82%。因为放射治疗队列中只有7名患者的扫描结果为阴性,无法分析扫描阳性的预测模型,仅评估是否存在盆腔外疾病.
    结论:PSA和PSAdt始终是BCR前列腺癌患者18F-DCFPyLPET/CT阳性和盆腔外疾病的重要预测因子。将患者人群分层为主要的局部治疗组,可以使用其他变量作为预测因子,比如自BCR以来的时间。该列线图可以指导选择最适合的候选物用于18F-DCFPyL-PET/CT成像。
    To analyze variables that can predict the positivity of 18F-DCFPyL- positron emission tomography/computed tomography (PET/CT) and extent of disease in patients with biochemically recurrent (BCR) prostate cancer after primary local therapy with either radical prostatectomy or radiation therapy.
    This is a retrospective analysis of a prospective single institutional review board-approved study. We included 199 patients with biochemical recurrence and negative conventional imaging after primary local therapies (radical prostatectomy n = 127, radiation therapy n = 72). All patients underwent 18F-DCFPyL-PET/CT. Univariate and multivariate logistic regression analyses were used to determine predictors of a positive scan for both cohort of patients. Regression-based coefficients were used to develop nomograms predicting scan positivity and extra-pelvic disease. Decision curve analysis (DCA) was implemented to quantify nomogram\'s clinical benefit.
    Of the 127 (63%) post-radical prostatectomy patients, 91 patients had positive scans - 61 of those with intrapelvic lesions and 30 with extra-pelvic lesions (i.e., retroperitoneal or distant nodes and/or bone/organ lesions). Of the 72 post-radiation therapy patients, 65 patients had positive scans - 39 of them had intrapelvic lesions and 26 extra-pelvic lesions. In the radical prostatectomy cohort, multivariate regression analysis revealed original International Society of Urological Pathology category, prostate-specific antigen (PSA), prostate-specific antigen doubling time (PSAdt), and time from BCR (mo) to scan were predictors for scan positivity and presence of extra-pelvic disease, with an area under the curve of 80% and 78%, respectively. Positive versus negative tumor margin after radical prostatectomy was not related to scan positivity or to the presence of positive extra-pelvic foci. In the radiation therapy cohort, multivariate regression analysis revealed that PSA, PSAdt, and time to BCR (mo) were predictors of extra-pelvic disease, with area under the curve of 82%. Because only seven patients in the radiation therapy cohort had negative scans, a prediction model for scan positivity could not be analyzed and only the presence of extra-pelvic disease was evaluated.
    PSA and PSAdt are consistently significant predictors of 18F-DCFPyL PET/CT positivity and extra-pelvic disease in BCR prostate cancer patients. Stratifying the patient population into primary local treatment group enables the use of other variables as predictors, such as time since BCR. This nomogram may guide selection of the most suitable candidates for 18F-DCFPyL-PET/CT imaging.
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  • 文章类型: Journal Article
    基于前列腺特异性膜抗原(PSMA)的诊断和治疗在识别疾病部位和为前列腺癌(PC)中的播散性疾病提供靶向放射性配体疗法(RLT)方面被证明是非常有价值的。通过在有限的PC演示中成功集成这些工具,对更广泛地测试基于PSMA的方法的试验确实有必要和兴奋。
    我们回顾了在ClinicalTrials.gov上注册的正在进行的旨在评估PSMA-PET或PSMA-RLT应用的试验。我们概述了具有重要正在进行的研究的临床背景,因此可能会看到即将发生的变化,以及研究中缺乏的背景,希望指导未来的研究。
    通过靶向放疗检查强化策略的试验,联合全身疗法,使用PSMA-PETCT进行指导,RLTs有可能显示出改善的临床结果。我们预计PSMA-PET将成为患者在靶向放疗或手术前的基础。正在进行的试验结果可能会阐明PSMA-RLT在转移性PC中的益处,包括在寡转移和激素敏感疾病中,然而,在转移性前列腺癌之外,对PSMA-RLT进行评估的试验数量很少.以PSMAPET/CT作为疾病控制终点的临床试验正在出现,PSMA分期和反应的标准化报告和指标将有助于将PSMAPET终点纳入治疗试验。
    Prostate-Specific Membrane Antigen (PSMA)-based diagnostics and therapeutics are proving highly valuable in identifying disease sites and providing targeted radioligand therapy (RLT) for disseminated disease in prostate cancer (PC). With successful integration of these tools in limited PC presentations, there is a real need and excitement for trials testing PSMA-based approaches more broadly.
    We review the ongoing trials registered on ClinicalTrials.gov which aim to evaluate PSMA-PET or PSMA-RLT applications. We outline clinical contexts which have significant ongoing study and therefore may see imminent change, as well as contexts which are lacking in study in the hopes of guiding future research.
    Trials examining intensification strategies through targeted radiotherapy, combination systemic therapies, and RLTs have the potential to demonstrate improved clinical outcomes using PSMA-PET CT for guidance. We expect that PSMA-PET will become fundamental in the work-up of patients before targeted radiotherapy or surgery. The results of ongoing trials will likely clarify the benefits of PSMA-RLT in metastatic PC including in oligometastatic and hormone-sensitive disease; however, there is a sparsity of trials evaluating PSMA-RLT outside of metastatic PC. Clinical trials with PSMA PET/CT as an endpoint for disease control are emerging and standardized reporting and metrics for PSMA staging and response will facilitate the inclusion of PSMA PET endpoints into therapeutic trials.
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  • 文章类型: Journal Article
    前列腺癌(PCa)是全球男性中最常见的恶性肿瘤。这是一项概念验证研究,描述了针对前列腺特异性膜抗原(PSMA)和胃泌素释放肽(GRPR)受体的68Ga磁性氧化铁纳米颗粒(mNP)的开发,作为PET/MRI诊断PCa的潜在工具。两个靶向PSMA的药效团,1和GRPR,2,与携带-SH(mNP-S1/2)或-NH2(mNP-N1/2)基团的mNP偶联。对mNP-S1/2和mNP-N1/2的大小进行了表征,zeta电位,结构,和使用动态光散射(DLS)的功能化效率,FT-IR和RP-HPLC。遵循直接68Ga标记程序,在放射性标记效率方面,68Ga-mNP-N1/2被证明优于68Ga-mNP-S1/2,并因此在体外进一步评估。PCa细胞的毒性研究(LNCaP,PC-3)显示低毒性,和最小的红细胞溶血。表达PSMA(LNCaP)的细胞的体外测定,和GRPR(PC-3),显示特定的时间依赖性结合(40分钟到高原),高亲和力(PC-3:Kd=28.27nM,LNCaP:Kd=11.49nM)和两个细胞系中68Ga-mNP-N1/2的高内化速率。
    Prostate cancer (PCa) is the most common malignancy worldwide in men. This is a proof-of-concept study describing the development of 68Ga-magnetic iron oxide nanoparticles (mNP) targeting prostate specific membrane antigen (PSMA) and gastrin releasing peptide (GRPR) receptors as potential tools for diagnosis of PCa with PET/MRI. Two pharmacophores targeting PSMA, 1, and GRPR, 2, were coupled to mNPs carrying -SH (mNP-S1/2) or -NH2 (mNP-N1/2) groups. The mNP-S1/2 and mNP-N1/2 were characterized for their size, zeta potential, structure, and efficiency of functionalization using dynamic light scattering (DLS), FT-IR and RP-HPLC. A direct 68Ga-labelling procedure was followed, where 68Ga-mNP-N1/2 proved superior to 68Ga-mNP-S1/2 regarding radiolabelling efficiency, and thus were further evaluated in vitro. Toxicity studies in PCa cells (LNCaP, PC-3) showed low toxicity, and minimal hemolysis of red blood cells. In vitro assays in cells expressing PSMA (LNCaP), and GRPR (PC-3), showed specific time-dependent binding (40 min to plateau), high avidity (PC-3: Kd = 28.27 nM, LNCaP: Kd = 11.49 nM) and high internalization rates for 68Ga-mNP-N1/2 in both cell lines.
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  • 文章类型: Journal Article
    同时获得的正电子发射断层扫描和计算机断层扫描(PET-CT)是一种先进的成像模式,具有多种肿瘤学应用,包括分期,治疗性评估,重新分类和纵向监测。这一系列六篇评论文章的重点是向提供者和成像专业人员提供有关PET-CT在成人患者肿瘤适应症中的最佳使用和解释策略的实用信息。在该系列的第四篇文章中,解决了临床实践中遇到的更常见的妇科和成人泌尿生殖系统恶性肿瘤,重点是食品和药物管理局(FDA)批准和临床可用的放射性药物。FDA批准的用于前列腺癌成像的新放射性药物的出现彻底改变了PET-CT在这种重要疾病中的成像,这些都在本报告中讨论。然而,[18F]F-氟-2-脱氧-d-葡萄糖(FDG)仍然是妇科和许多其他泌尿生殖系统恶性肿瘤的PET-CT成像的主要支柱。这些信息将作为PET-CT在妇科和泌尿生殖系统癌症患者临床管理中的适当作用的指南,为照顾成年癌症患者的医疗保健专业人员提供指导。它还解决了细微差别,并为影像学提供者准确解释妇科和泌尿生殖系统恶性肿瘤的FDGPET-CT提供了指导,包括放射科医生,核医学医生和他们的学员。
    Concurrently acquired positron emission tomography and computed tomography (PET-CT) is an advanced imaging modality with diverse oncologic applications, including staging, therapeutic assessment, restaging and longitudinal surveillance. This series of six review articles focuses on providing practical information to providers and imaging professionals regarding the best use and interpretative strategies of PET-CT for oncologic indications in adult patients. In this fourth article of the series, the more common gynecological and adult genitourinary malignancies encountered in clinical practice are addressed, with an emphasis on Food and Drug Administration (FDA)-approved and clinically available radiopharmaceuticals. The advent of new FDA-approved radiopharmaceuticals for prostate cancer imaging has revolutionized PET-CT imaging in this important disease, and these are addressed in this report. However, [18F]F-fluoro-2-deoxy-d-glucose (FDG) remains the mainstay for PET-CT imaging of gynecologic and many other genitourinary malignancies. This information will serve as a guide for the appropriate role of PET-CT in the clinical management of gynecologic and genitourinary cancer patients for health care professionals caring for adult cancer patients. It also addresses the nuances and provides guidance in the accurate interpretation of FDG PET-CT in gynecological and genitourinary malignancies for imaging providers, including radiologists, nuclear medicine physicians and their trainees.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    背景:前列腺特异性膜抗原(PSMA)PET成像最近在胶质母细胞瘤(GBM)患者中作为PSMA放射性配体治疗的潜在治疗靶点受到关注。然而,PSMAPET尚未在鼠GBM模型中建立。我们的目标是研究同系GL261GBM模型中PSMAPET成像的潜力,并对该模型中PMSA放射性配体治疗的潜力进行展望。
    方法:我们在原位GL261模型中进行了18F-PSMA-1007PET研究(n=14GBM,n=7只假手术小鼠),在植入后第4、8、11、15、18和22天进行成像。时间-活性-曲线(TAC)从动态PET扫描(0-120分钟p.i.)中提取小鼠子集(n=4GBM,n=3只假手术小鼠),以确定图像分析的最佳时间范围,在所有小鼠中计算使用对侧正常脑作为背景的标准化摄取值(SUV)以及肿瘤与背景的比率(TBR)。此外,计算机断层扫描(CT),进行离体和体外18F-PSMA-1007放射自显影(ARG)。
    结果:对GBM小鼠的TAC分析揭示了40分钟p.i后TBR值的平台。因此,选择在40-70分钟p.i.之间的30分钟时间范围用于PET定量。在第15天及以后,GBM小鼠在接种部位显示出明显的PSMAPET信号,在第18天,GBM小鼠的TBRmean最高(7.3±1.3与1.6±0.3英寸;p=0.024)。与健康背景相比,体外ARG在GBM中证实了高示踪剂信号(TBRmean26.9±10.5vs.植入后第18/22天1.6±0.7英寸;p=0.002)。然而,GL261肿瘤的绝对摄取值仍然很低(例如,在第18天,SUVmean为0.21±0.04g/ml),导致与剂量相关器官相比的比率较低(例如,平均肿瘤肾比值1.5E-2±0.5E-2)。
    结论:尽管GL261荷瘤小鼠的18F-PSMA-1007PET成像是可行的,并导致高TBR,绝对肿瘤摄取值仍然很低,提示GL261模型在PSMA定向治疗研究中的适用性有限.有必要进行进一步的研究,以确定合适的模型,用于GBM中PSMA靶向治疗方法的临床前评估。
    BACKGROUND: Prostate specific membrane antigen (PSMA) PET imaging has recently gained attention in glioblastoma (GBM) patients as a potential theranostic target for PSMA radioligand therapy. However, PSMA PET has not yet been established in a murine GBM model. Our goal was to investigate the potential of PSMA PET imaging in the syngeneic GL261 GBM model and to give an outlook regarding the potential of PMSA radioligand therapy in this model.
    METHODS: We performed an 18F-PSMA-1007 PET study in the orthotopic GL261 model (n=14 GBM, n=7 sham-operated mice) with imaging at day 4, 8, 11, 15, 18 and 22 post implantation. Time-activity-curves (TAC) were extracted from dynamic PET scans (0-120 min p. i.) in a subset of mice (n=4 GBM, n=3 sham-operated mice) to identify the optimal time frame for image analysis, and standardized-uptake-values (SUV) as well as tumor-to-background ratios (TBR) using contralateral normal brain as background were calculated in all mice. Additionally, computed tomography (CT), ex vivo and in vitro 18F-PSMA-1007 autoradiographies (ARG) were performed.
    RESULTS: TAC analysis of GBM mice revealed a plateau of TBR values after 40 min p. i. Therefore, a 30 min time frame between 40-70 min p. i. was chosen for PET quantification. At day 15 and later, GBM mice showed a discernible PSMA PET signal on the inoculation site, with highest TBRmean in GBM mice at day 18 (7.3 ± 1.3 vs. 1.6 ± 0.3 in shams; p=0.024). Ex vivo ARG confirmed high tracer signal in GBM compared to healthy background (TBRmean 26.9 ± 10.5 vs. 1.6 ± 0.7 in shams at day 18/22 post implantation; p=0.002). However, absolute uptake values in the GL261 tumor remained low (e.g., SUVmean 0.21 ± 0.04 g/ml at day 18) resulting in low ratios compared to dose-relevant organs (e.g., mean tumor-to-kidney ratio 1.5E-2 ± 0.5E-2).
    CONCLUSIONS: Although 18F-PSMA-1007 PET imaging of GL261 tumor-bearing mice is feasible and resulted in high TBRs, absolute tumoral uptake values remained low and hint to limited applicability of the GL261 model for PSMA-directed therapy studies. Further investigations are warranted to identify suitable models for preclinical evaluation of PSMA-targeted theranostic approaches in GBM.
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  • 文章类型: Journal Article
    Numerous different molecules of prostate-specific membrane antigen (PSMA) ligands are used to detect prostate cancer (PCa); most approaches utilize gallium PET and a few reports describe the role of SPECT/CT. [99mTc]Tc-PSMA-T4 is a new radiopharmaceutical designed for the diagnosis of patients with PCa. We conducted a single site, prospective, preliminary case series study that included 31 patients with PCa; all had undergone clinical, biochemical or imaging examination and exhibited clear or suspicious active disease or clinical/biochemical recurrence of PCa. Whole-body (WB) SPECT/CT after i.v. administration of [99mTc]Tc-PSMA-T4 was utilized; acquisition images were obtained at three time points. The clinical value of the images was assessed in regard to the evaluation of tumor extent in patients with confirmed PC that qualified for initial therapy and the evaluation of tumor recurrence; both provided encouraging results. The late acquisition of WB-SPECT resulted in better lesions delineation. The results of the analysis of the sensitivity/specificity were: 92%/100% in cases of primary cancer, 83%/100% in terms of pelvic lymph nodes disease, 100%/95% in other lymph nodes and soft tissue involvement, respectively, and bone mets were both 100%. An oncotropic SPECT [99mTc]Tc-PSMA-T4 can help in selecting a rational therapeutic strategy for a patient with an initial diagnosis of PCa by assessing the extent of cancer and also after complex radical or palliative therapy in case of biochemical recurrence for re-staging.
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  • 文章类型: Journal Article
    The importance of machine learning (ML) in the clinical environment increases constantly. Differentiation of pathological from physiological tracer-uptake in positron emission tomography/computed tomography (PET/CT) images is considered time-consuming and attention intensive, hence crucial for diagnosis and treatment planning. This study aimed at comparing and validating supervised ML algorithms to classify pathological uptake in prostate cancer (PC) patients based on prostate-specific membrane antigen (PSMA)-PET/CT. Retrospective analysis of 68Ga-PSMA-PET/CTs of 72 PC patients resulted in a total of 77 radiomics features from 2452 manually delineated hotspots for training and labeled pathological (1629) or physiological (823) as ground truth (GT). As the held-out test dataset, 331 hotspots (path.:128, phys.: 203) were delineated in 15 other patients. Three ML classifiers were trained and ranked to assess classification performance. As a result, a high overall average performance (area under the curve (AUC) of 0.98) was achieved, especially to detect pathological uptake (0.97 mean sensitivity). However, there is still room for improvement to detect physiological uptake (0.82 mean specificity), especially for glands. The ML algorithm applied to manually delineated lesions predicts hotspot labels with high accuracy on unseen data and may be an important tool to assist in clinical diagnosis.
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