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Reproducibility of FDG PET/CT image-based cancer staging and standardized uptake values with simulated reduction of injected FDG dose or acquisition time. 通过模拟减少注射FDG剂量或获取时间,基于FDG PET/CT图像的癌症分期和标准化摄取值的可重复性。
IF 2.5 Pub Date : 2021-10-15 eCollection Date: 2021-01-01
Ryan D Niederkohr, Stephen P Hayden, James J Hamill, Judson P Jones, Joshua D Schaefferkoetter, Edison Chiu

18F-fluorodeoxyglucose (FDG) PET/CT is widely used for oncologic imaging. This study aimed to evaluate, using data simulation, if reduction of injected FDG dose or PET acquisition time could be technically feasible when utilizing a sensitive commercial PET/CT imaging system, without sacrificing image quality, image-based staging accuracy, or standardized uptake value (SUV) accuracy. De-identified, standard of care oncologic FDG PET/CT datasets from 83 adults with lymphoma, lung carcinoma or breast carcinoma were retrospectively analyzed. All images had been acquired using clinical standard dose and acquisition time on a single PET/CT system. The list mode datasets were retrospectively software reprocessed to achieve undersampling of counts, thus simulating the effect of shorter PET acquisition time or lower injected FDG dose. The simulated reduced-count images were reviewed and compared with full-count images to assess and compare qualitative (subjective image quality, stage stability) and semi-quantitative (image noise, SUVmax stability, signal-to-noise and contrast-to-noise ratios within index lesions driving cancer stage) parameters. While simulated reduced-count images had measurably greater noise, there appeared to be no significant loss of image-based staging accuracy nor SUVmax reproducibility down to simulated FDG dose of 0.05 mCi/kg at continuous bed motion rate of 1.1 mm/sec. This retrospective simulation study suggests that a modest reduction of either injected FDG dose or emission scan time might be feasible in this limited oncologic population scanned on a single PET/CT system. Verification of these results with prospectively acquired images using actual low injected FDG activity and/or short imaging time is recommended.

18f -氟脱氧葡萄糖(FDG) PET/CT广泛用于肿瘤成像。本研究旨在通过数据模拟来评估,在不牺牲图像质量、基于图像的分期精度或标准化摄取值(SUV)精度的情况下,在使用灵敏的商用PET/CT成像系统时,减少注射FDG剂量或PET采集时间在技术上是否可行。回顾性分析83例成人淋巴瘤、肺癌或乳腺癌患者的去识别、标准护理肿瘤学FDG PET/CT数据集。所有图像均在单一PET/CT系统上使用临床标准剂量和采集时间获得。对列表模式数据集进行回顾性软件再处理,以实现计数欠采样,从而模拟较短的PET采集时间或较低的注射FDG剂量的影响。将模拟的减少计数图像与全计数图像进行比较,以评估和比较定性(主观图像质量,分期稳定性)和半定量(图像噪声,SUVmax稳定性,指数病变驱动癌症分期的信噪比和对比噪比)参数。虽然模拟的减少计数的图像具有可测量的更大的噪声,但似乎没有明显的基于图像的分期精度损失,也没有SUVmax再现性,直到模拟的FDG剂量为0.05 mCi/kg,连续床运动速率为1.1 mm/秒。这项回顾性模拟研究表明,在单一PET/CT系统扫描的有限肿瘤人群中,适度减少注射FDG剂量或发射扫描时间可能是可行的。建议使用实际低注入FDG活性和/或短成像时间的前瞻性图像验证这些结果。
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引用次数: 0
Clinical utility of 18F-Fluciclovine PET/CT in recurrent prostate cancer with very low (≤0.3 ng/mL) prostate-specific antigen levels. 18f -氟氯酚PET/CT在前列腺特异性抗原水平极低(≤0.3 ng/mL)的复发性前列腺癌中的临床应用
IF 2.5 Pub Date : 2021-10-15 eCollection Date: 2021-01-01
Charles Marcus, Olayinka A Abiodun-Ojo, Ashesh B Jani, David M Schuster

The purpose of this study was to evaluate 18F-fluciclovine PET/CT detection rates in the evaluation of biochemical recurrence in prostate cancer patients with very low (≤0.3 ng/mL) serum prostate-specific antigen (PSA) levels following definitive treatment. Prostate cancer patients with biochemical recurrence and very low serum PSA (≤0.3 ng/mL) who underwent clinical 18F-fluciclovine PET/CT were included in this single-institution retrospective study. PET/CT clinical reports at the time of interpretation were reviewed and categorized as positive or negative. In patients who had further evaluation with imaging and/or biopsy, the results were recorded to determine the true detection rate. Of the 64 eligible patients with very low serum PSA (median serum PSA of 0.17 ng/mL), 57.8% (37/64) scans were categorized as positive. Stratified by PSA levels, positivity rates were 43.8% (7/16), 60.0% (15/25) and 65.2% (15/23) for PSA<0.1 ng/mL, 0.1-<0.2 ng/mL and 0.2-≤0.3 ng/mL, respectively. The most common location of disease was the prostate bed (73%), followed by pelvic lymph nodes (22%) and distant disease (14%). In the small subset of patients who had further evaluation after a positive study (n=7), all had confirmed disease with a positive predictive value of 100%. In conclusion, among prostate cancer patients with biochemical recurrence, 18F-fluciclovine PET/CT is useful in patients with very low serum PSA of ≤0.3 ng/mL, with a 57.8% positivity rate, higher than previously reported. Though standard of truth could only be ascertained in 19% (7/37) of patients with a positive study, the positive predictive value was 100%.

本研究的目的是评价18f -氟氯酚PET/CT检出率在确定治疗后血清前列腺特异性抗原(PSA)水平极低(≤0.3 ng/mL)的前列腺癌患者的生化复发评估。本研究纳入了经临床18f -氟氯酚PET/CT检查的生化复发且血清PSA极低(≤0.3 ng/mL)的前列腺癌患者。回顾解读时的PET/CT临床报告并将其分类为阳性或阴性。在接受影像学和/或活检进一步评估的患者中,记录结果以确定真实检出率。在64例血清PSA非常低(中位血清PSA为0.17 ng/mL)的合格患者中,57.8%(37/64)的扫描被归类为阳性。按PSA水平分层,psa18f的阳性率分别为43.8%(7/16)、60.0%(15/25)和65.2%(15/23),氟氯酚PET/CT对血清PSA≤0.3 ng/mL的极低患者有用,阳性率为57.8%,高于既往报道。虽然只有19%(7/37)的阳性研究患者能够确定真实标准,但阳性预测值为100%。
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引用次数: 0
Critical review of PET imaging for detection and characterization of the atherosclerotic plaques with emphasis on limitations of FDG-PET compared to NaF-PET in this setting. 对PET成像检测和表征动脉粥样硬化斑块的重要回顾,重点是FDG-PET与NaF-PET在这种情况下的局限性。
IF 2.5 Pub Date : 2021-10-15 eCollection Date: 2021-01-01
Abass Alavi, Thomas J Werner, William Raynor, Poul Flemming Høilund-Carlsen, Mona-Elisabeth Revheim

Applications of various positron emission tomography (PET) tracers for assessing atherosclerosis have been evolving over the years. 18F-fluorodeoxyglucose (FDG)-PET was introduced in 2001 as a probe for this purpose. During the past decade, numerous papers have described a major role for sodium 18F-fluoride (NaF) as another tracer for assessing this vascular disease. We have reviewed the existing data about the merits of both techniques for assessing atherosclerosis. We have to emphasize that our team has been actively involved in conducting research with both tracers over many years. In this review, we have relied upon the data from the CAMONA study which has become a gold standard for defining the role of PET imaging in atherosclerosis. This study was one of the largest of any in recent years and has allowed comprehensive comparison between these two tracers in detecting and quantifying atherosclerosis. Based on what we have learned from this major undertaking, we believe the role of FDG-PET will be limited in assessing atherosclerosis in clinical work-up. This is relevant to both major and coronary arteries. In contrast to NaF-PET, the role of FDG-PET in assessing coronary artery atherosclerosis is almost non-existent. Based on the existing data in this domain, NaF-PET is an ideal imaging modality for both research and clinical assessment of atherosclerosis. The aim of this review is to describe the pros and cons of both approaches based on the existing data in the literature.

多年来,各种正电子发射断层扫描(PET)示踪剂在动脉粥样硬化评估中的应用一直在不断发展。18f -氟脱氧葡萄糖(FDG)-PET于2001年被引入作为这一目的的探针。在过去的十年中,许多论文描述了18f -氟化钠(NaF)作为评估这种血管疾病的另一种示踪剂的主要作用。我们回顾了两种评估动脉粥样硬化技术优点的现有数据。我们必须强调,我们的团队多年来一直积极参与这两种示踪剂的研究。在这篇综述中,我们依赖CAMONA研究的数据,该研究已成为确定PET成像在动脉粥样硬化中的作用的金标准。该研究是近年来规模最大的研究之一,并对这两种示踪剂在检测和量化动脉粥样硬化方面进行了全面比较。基于我们从这项重大工作中学到的东西,我们认为FDG-PET在临床检查中评估动脉粥样硬化的作用将受到限制。这与大动脉和冠状动脉都有关。与nafpet相比,FDG-PET在评估冠状动脉粥样硬化中的作用几乎不存在。根据该领域的现有数据,nafpet是动脉粥样硬化研究和临床评估的理想成像方式。这篇综述的目的是根据文献中的现有数据来描述这两种方法的优缺点。
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引用次数: 0
Diagnostic scope of 18F-PSMA-1007 PET/CT: comparison with multiparametric MRI and bone scintigraphy for the assessment of early prostate cancer recurrence. 18F-PSMA-1007 PET/CT诊断范围:与多参数MRI及骨显像评估早期前列腺癌复发的比较
IF 2.5 Pub Date : 2021-10-15 eCollection Date: 2021-01-01
Laura Saule, Maija Radzina, Mara Liepa, Lilita Roznere, Marika Kalnina, Andrejs Lioznovs, Edgars Mamis, Madara Mikelsone, Juergen Biederer, Egils Vjaters

The aim of this study was to compare the diagnostic tools-18F-PSMA-1007 positron emission tomography (PET/CT), magnetic resonance imaging (MRI) and bone scintigraphy for the evaluation of local recurrence, regional lymph nodes and bone metastases of recurrent prostate cancer (PCa). 28 PCa patients after radical prostatectomy and/or radiation therapy and with biochemical relapse were enrolled in this study. The evaluation of local recurrence and regional lymph node metastases was based on results of PET/CT and MRI. Local recurrent disease in 28 patients was detected by PET/CT in 36% (10/28) and by MRI in 32% (9/28) with sensitivity, specificity, accuracy of 90.9%, 100%, 96.4% and 81.8%, 100%, 92.9%, respectively (kappa 0.92, P<0.001). Nodal involvement was confirmed by PET/CT and MRI in 46% (13/28) and 25% (7/28) with sensitivity, specificity and accuracy for PET/CT 92.3%, 93.3%, 92.9% and for MRI-53.8%, 100%, 78.6%, respectively (kappa 0.57, P<0.001). The evaluation of skeletal metastases was based on PET/CT and bone scintigraphy. Bone metastases were seen on PET/CT and bone scintigraphy in 21% (6/28) and 20% (5/25) with sensitivity, specificity and accuracy of 100%; 91.7%; 92.9% and 50.0%; 85.7%; 80.0%, respectively (kappa 0.41, P<0.01). In conclusion, our comparative study demonstrates advantages of 18F-PSMA-1007 PET/CT compared to MRI and scintigraphy for the evaluation of recurrent prostate cancer. Both methods, 18F-PSMA-1007 PET/CT and MRI, detect local recurrence with high accuracy and excellent agreement, which may be attributed to the low urinary background clearance of 18F-PSMA-1007.

本研究的目的是比较18f - psma -1007正电子发射断层扫描(PET/CT)、磁共振成像(MRI)和骨显像对复发性前列腺癌(PCa)局部复发、区域淋巴结和骨转移的评估。本研究纳入28例根治性前列腺切除术和/或放疗后生化复发的前列腺癌患者。局部复发和区域淋巴结转移的评估基于PET/CT和MRI的结果。28例患者中,PET/CT检出局部复发病变的比例为36% (10/28),MRI检出局部复发病变的比例为32%(9/28),其敏感性、特异性、准确性分别为90.9%、100%、96.4%和81.8%、100%、92.9% (kappa 0.92, P18F-PSMA-1007 PET/CT与MRI和显像相比较)。18F-PSMA-1007 PET/CT和MRI两种方法对局部复发的检测准确率高,一致性好,这可能与18F-PSMA-1007的尿背景清除率低有关。
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引用次数: 0
Variant allele fraction of genomic alterations in circulating tumor DNA (%ctDNA) correlates with SUVmax in PET scan. 循环肿瘤DNA基因组改变的变异等位基因分数(%ctDNA)与PET扫描中的SUVmax相关。
IF 2.5 Pub Date : 2021-08-15 eCollection Date: 2021-01-01
Amin Haghighat Jahromi, Matthew Zabel, Ryosuke Okamura, Carl K Hoh, Razelle Kurzrock

The relationship between higher variant allele fraction (VAF) of genomic alterations in circulating tumor DNA (%ctDNA), an indicator of poor outcome, and maximum standardized uptake value (SUVmax), the most commonly used semi-quantitative parameter in 18F-FDG PET/CT, has not been studied. Overall, 433 cancer patients had blood-based next generation sequencing. Maximum and sum of %ctDNA alterations (%ctDNAmax and %ctDNAsum, respectively) represent the maximum and sum of VAF, reported as a percentage. The subset of 46 eligible patients had treatment-naïve metastatic disease and PET/CT imaging, with median 13 days prior to ctDNA testing. We found a linear correlation between the maximum VAF (%ctDNAmax) (as well as the sum of the VAFs (%ctDNAsum)) and SUVmax of the most 18F-FDG-avid lesion (r=0.43, P=0.003; r=0.43, P=0.002; respectively). Our data suggest that SUVmax may be a non-invasive and readily available surrogate indicator for %ctDNA, a prognostic factor for patient survival. Since higher %ctDNA has been previously correlated with worse outcome, the relationship between SUVmax, %ctDNA and survival warrants further study.

循环肿瘤DNA (%ctDNA)基因组改变的较高变异等位基因分数(VAF)(预后不良指标)与18F-FDG PET/CT中最常用的半定量参数最大标准化摄取值(SUVmax)之间的关系尚未研究。总共有433名癌症患者进行了基于血液的下一代测序。%ctDNA改变的最大值和总和(分别为%ctDNAmax和%ctDNAsum)代表VAF的最大值和总和,以百分比报告。46例符合条件的患者子集患有treatment-naïve转移性疾病和PET/CT成像,中位时间为ctDNA检测前13天。我们发现最大VAF (%ctDNAmax)(以及VAF (%ctDNAsum)的总和)与最18F-FDG-avid病变的SUVmax呈线性相关(r=0.43, P=0.003;r = 0.43, P = 0.002;分别)。我们的数据表明,SUVmax可能是一种无创且易于获得的替代指标,用于检测%ctDNA,这是患者生存的预后因素。由于较高的ctDNA百分比先前与较差的结果相关,SUVmax, %ctDNA和生存之间的关系值得进一步研究。
{"title":"Variant allele fraction of genomic alterations in circulating tumor DNA (%ctDNA) correlates with SUV<sub>max</sub> in PET scan.","authors":"Amin Haghighat Jahromi,&nbsp;Matthew Zabel,&nbsp;Ryosuke Okamura,&nbsp;Carl K Hoh,&nbsp;Razelle Kurzrock","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>The relationship between higher variant allele fraction (VAF) of genomic alterations in circulating tumor DNA (%ctDNA), an indicator of poor outcome, and maximum standardized uptake value (SUV<sub>max</sub>), the most commonly used semi-quantitative parameter in <sup>18</sup>F-FDG PET/CT, has not been studied. Overall, 433 cancer patients had blood-based next generation sequencing. Maximum and sum of %ctDNA alterations (%ctDNA<sub>max</sub> and %ctDNA<sub>sum</sub>, respectively) represent the maximum and sum of VAF, reported as a percentage. The subset of 46 eligible patients had treatment-naïve metastatic disease and PET/CT imaging, with median 13 days prior to ctDNA testing. We found a linear correlation between the maximum VAF (%ctDNA<sub>max</sub>) (as well as the sum of the VAFs (%ctDNA<sub>sum</sub>)) and SUV<sub>max</sub> of the most <sup>18</sup>F-FDG-avid lesion (r=0.43, P=0.003; r=0.43, P=0.002; respectively). Our data suggest that SUV<sub>max</sub> may be a non-invasive and readily available surrogate indicator for %ctDNA, a prognostic factor for patient survival. Since higher %ctDNA has been previously correlated with worse outcome, the relationship between SUV<sub>max</sub>, %ctDNA and survival warrants further study.</p>","PeriodicalId":7572,"journal":{"name":"American journal of nuclear medicine and molecular imaging","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2021-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8414395/pdf/ajnmmi0011-0307.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"39409571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Small target repeatability of 68Ga and 18F: effects of target concentration and imaging time on SUV measurements in clinically relevant phantoms. 68Ga和18F的小靶标可重复性:靶标浓度和成像时间对临床相关幻影中SUV测量的影响
IF 2.5 Pub Date : 2021-08-15 eCollection Date: 2021-01-01
Michael S Silosky, Luke W Patten, Bennett B Chin

Quantification of tumor uptake using PET imaging is important for the evaluation of therapy response. For 18F FDG PET scans, a change in uptake of 25% is commonly considered significant. For scans using novel radiopharmaceuticals, the threshold of significance is unclear. Factors including imaging time, tumor size, activity concentration, and radiopharmaceutical may affect the repeatablity of uptake metrics. This work evaluates the effect of these parameters on the repeatablity of maximum SUV (SUVmax) and mean SUV (SUVmean) in phantoms using 18F and 68Ga. An Esser PET phantom (Data Spectrum, Durham NC) was scanned on a Biograph Horizon PET/CT scanner (Siemens Medical Solutions, Malvern PA) using 18F and 68Ga. Data were acquired for 5 minutes with reconstructions between 0.5-5 minutes. The background activity mimicked clinical scans with target-to-background (T/B) ratios from 1.7-19.8. The SUVmax and SUVmean were measured for 5 slices. The mean, standard deviation, and coefficient of variation (COV) were calculated. The effects of radionuclide, imaging time, activity concentration, and target size on COV were evaluated using multivariate gamma regressions. COV for 68Ga was 40% higher and 54% higher on average than for 18F for SUVmax and SUVmean, respectively. Decreased lesion size, imaging time, and activity concentration were significantly associated with increased COV for both metrics (P < 0.001). COV was substantially reduced at high T/B for 68Ga. At the highest T/B the COV for SUVmax and SUVmean was within the typical range seen for 18F. COV is relatively high for small targets (8 mm) but is dramatically reduced with high radiotracer uptake.

使用PET成像定量肿瘤摄取对评估治疗反应很重要。对于18F FDG PET扫描,摄取变化25%通常被认为是显著的。对于使用新型放射性药物的扫描,意义阈值尚不清楚。包括成像时间、肿瘤大小、活性浓度和放射性药物在内的因素可能会影响摄取指标的可重复性。本研究使用18F和68Ga模型,评估了这些参数对最大SUV (SUVmax)和平均SUV (SUVmean)可重复性的影响。使用18F和68Ga在Biograph Horizon PET/CT扫描仪(Siemens Medical Solutions, Malvern PA)上扫描Esser PET幻影(Data Spectrum, Durham NC)。数据采集时间为5分钟,重建时间为0.5-5分钟。背景活动模拟临床扫描,靶与背景(T/B)比值为1.7-19.8。测量5个切片的SUVmax和SUVmean。计算平均值、标准差和变异系数(COV)。使用多变量伽玛回归评估放射性核素、成像时间、活性浓度和靶标大小对冠状病毒的影响。SUVmax和SUVmean的COV值分别比18F高40%和54%。病变大小、成像时间和活动浓度的减小与两项指标的COV增加显著相关(P < 0.001)。在68Ga的高T/B下,COV显著降低。在最高T/B时,SUVmax和SUVmean的冠状病毒在18F的典型范围内。对于小目标(8毫米),冠状病毒相对较高,但随着放射性示踪剂的高吸收,冠状病毒会显著减少。
{"title":"Small target repeatability of <sup>68</sup>Ga and <sup>18</sup>F: effects of target concentration and imaging time on SUV measurements in clinically relevant phantoms.","authors":"Michael S Silosky,&nbsp;Luke W Patten,&nbsp;Bennett B Chin","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Quantification of tumor uptake using PET imaging is important for the evaluation of therapy response. For <sup>18</sup>F FDG PET scans, a change in uptake of 25% is commonly considered significant. For scans using novel radiopharmaceuticals, the threshold of significance is unclear. Factors including imaging time, tumor size, activity concentration, and radiopharmaceutical may affect the repeatablity of uptake metrics. This work evaluates the effect of these parameters on the repeatablity of maximum SUV (SUV<sub>max</sub>) and mean SUV (SUV<sub>mean</sub>) in phantoms using <sup>18</sup>F and <sup>68</sup>Ga. An Esser PET phantom (Data Spectrum, Durham NC) was scanned on a Biograph Horizon PET/CT scanner (Siemens Medical Solutions, Malvern PA) using <sup>18</sup>F and <sup>68</sup>Ga. Data were acquired for 5 minutes with reconstructions between 0.5-5 minutes. The background activity mimicked clinical scans with target-to-background (T/B) ratios from 1.7-19.8. The SUV<sub>max</sub> and SUV<sub>mean</sub> were measured for 5 slices. The mean, standard deviation, and coefficient of variation (COV) were calculated. The effects of radionuclide, imaging time, activity concentration, and target size on COV were evaluated using multivariate gamma regressions. COV for <sup>68</sup>Ga was 40% higher and 54% higher on average than for <sup>18</sup>F for SUV<sub>max</sub> and SUV<sub>mean</sub>, respectively. Decreased lesion size, imaging time, and activity concentration were significantly associated with increased COV for both metrics (P < 0.001). COV was substantially reduced at high T/B for <sup>68</sup>Ga. At the highest T/B the COV for SUV<sub>max</sub> and SUV<sub>mean</sub> was within the typical range seen for <sup>18</sup>F. COV is relatively high for small targets (8 mm) but is dramatically reduced with high radiotracer uptake.</p>","PeriodicalId":7572,"journal":{"name":"American journal of nuclear medicine and molecular imaging","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2021-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8414403/pdf/ajnmmi0011-0280.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"39409634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computer-aided detection of mantle cell lymphoma on 18F-FDG PET/CT using a deep learning convolutional neural network. 基于深度学习卷积神经网络的18F-FDG PET/CT套细胞淋巴瘤计算机辅助检测
IF 2.5 Pub Date : 2021-08-15 eCollection Date: 2021-01-01
Zijian Zhou, Preetesh Jain, Yang Lu, Homer Macapinlac, Michael L Wang, Jong Bum Son, Mark D Pagel, Guofan Xu, Jingfei Ma

18F-FDG PET/CT can provide quantitative characterization with prognostic value for mantle cell lymphoma (MCL). However, detection of MCL is performed manually, which is labor intensive and not a part of the routine clinical practice. This study investigates a deep learning convolutional neural network (DLCNN) for computer-aided detection of MCL on 18F-FDG PET/CT. We retrospectively analyzed 142 baseline 18F-FDG PET/CT scans of biopsy-confirmed MCL acquired between May 2007 and October 2018. Of the 142 scans, 110 were from our institution and 32 were from outside institutions. An Xception-based U-Net was constructed to classify each pixel of the PET/CT images as MCL or not. The network was first trained and tested on the within-institution scans by applying five-fold cross-validation. Sensitivity and false positives (FPs) per patient were calculated for network evaluation. The network was then tested on the outside-institution scans, which were excluded from network training. For the 110 within-institution patients (85 male; median age, 58 [range: 39-84] years), the network achieved an overall median sensitivity of 88% (interquartile range [IQR]: 25%) with 15 (IQR: 12) FPs/patient. Sensitivity was dependent on lesion size and SUVmax but not on lesion location. For the 32 outside-institution patients (24 male; median age, 59 [range: 40-67] years), the network achieved a median sensitivity of 84% (IQR: 24%) with 14 (IQR: 10) FPs/patient. No significant performance difference was found between the within and outside institution scans. Therefore, DLCNN can potentially help with MCL detection on 18F-FDG PET/CT with high sensitivity and limited FPs.

18F-FDG PET/CT可为套细胞淋巴瘤(MCL)提供定量表征和预后价值。然而,MCL的检测是手工进行的,这是劳动密集型的,不是常规临床实践的一部分。本研究将深度学习卷积神经网络(DLCNN)用于18F-FDG PET/CT上MCL的计算机辅助检测。我们回顾性分析了2007年5月至2018年10月期间获得的142例活检证实的MCL的基线18F-FDG PET/CT扫描。在142次扫描中,110次来自我们的机构,32次来自其他机构。构建基于exception的U-Net,对PET/CT图像的每个像素进行MCL和非MCL分类。该网络首先通过应用五倍交叉验证在机构内部扫描上进行训练和测试。计算每位患者的敏感性和假阳性(FPs)用于网络评估。然后对网络进行外部机构扫描测试,这被排除在网络训练之外。110例院内患者(男性85例;中位年龄为58岁[范围:39-84]岁],该网络的总中位灵敏度为88%(四分位数间距[IQR]: 25%),为15 (IQR: 12) FPs/患者。敏感性取决于病变大小和SUVmax,而与病变位置无关。32例院外患者(男性24例;中位年龄59岁[范围:40-67]岁],该网络的中位灵敏度为84% (IQR: 24%), 14 (IQR: 10) FPs/患者。在机构内部和外部扫描之间没有发现显著的性能差异。因此,DLCNN在18F-FDG PET/CT上具有高灵敏度和有限FPs的MCL检测潜力。
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引用次数: 0
New wine in old bottles: 68Ga-PSMA-11 PET/CT reveals COVID-19 in patients with prostate cancer. 旧瓶装新酒:68Ga-PSMA-11 PET/CT 揭示前列腺癌患者体内的 COVID-19。
IF 2.5 Pub Date : 2021-08-15 eCollection Date: 2021-01-01
Hanyi Fang, Muhsin H Younis, Weibo Cai, Xiaoli Lan, Dawei Jiang

The COVID-19 pandemic continues to influence every aspect of human life across the globe. It was reported that vascular angiogenesis of COVID-19 was elevated in patients with equally severe influenza virus infection. In this issue of AJNMMI, Farolfi et al. reported that there was lung uptake not related to prostate cancer in almost all COVID-19 patients who performed 68Ga-PSMA-11 PET/CT scans and most of the lung uptake lesions were matched with typical CT patterns of COVID-19. With the advantages of having various tracers for whole-body imaging, PET provides opportunities to study the mechanism of COVID-19 from different aspects and obtain patterns of extrapulmonary lesions in COVID-19, which helps explore more effective treatments for the patients. This case series opened the door to many future studies. Furthermore, such a multi-national/multi-institutional collaboration in the pandemic truly encouraged us that science is indeed without borders.

COVID-19 大流行继续影响着全球人类生活的方方面面。据报道,在同样严重的流感病毒感染患者中,COVID-19 的血管生成率升高。在本期的 AJNMMI 杂志上,Farolfi 等人报告说,几乎所有接受 68Ga-PSMA-11 PET/CT 扫描的 COVID-19 患者都存在与前列腺癌无关的肺部摄取,而且大多数肺部摄取病灶与 COVID-19 的典型 CT 模式相匹配。PET具有多种示踪剂全身成像的优势,可以从不同方面研究COVID-19的发病机制,获得COVID-19肺外病变的模式,有助于探索更有效的治疗方法。该系列病例为今后的研究打开了一扇大门。此外,这种多国/多机构在大流行病中的合作确实鼓励了我们,科学确实是无国界的。
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引用次数: 0
Utility of FDG PET/CT in assessing bowel inflammation. FDG PET/CT在评估肠道炎症中的应用。
IF 2.5 Pub Date : 2021-08-15 eCollection Date: 2021-01-01
David Gelston, Samantha C Brosler, Jennifer Vazquez, Olivia Sorci, A Huntington Griffith, Shampa Chatterjee, Anna Buchner, Poul F Høilund-Carlsen, Abass Alavi, Chamith S Rajapakse

Purpose: To develop a methodology for the quantification of gastrointestinal (GI) inflammation as indicated by 2-deoxy-2-(18F)fluoro-D-glucose (FDG) uptake on positron-emissions tomography/computed tomography (PET/CT) imaging. This is intended to investigate the feasibility of using standard uptake value (SUV) levels to assess levels of GI inflammation in humans.

Methods: 131 participants were injected with a weight-controlled dose of FDG 180 minutes prior to PET/CT scanning. Operator-guided software was used to segment the GI tract and perform (SUV) calculations. Regions of interest (ROIs) were created using CT images and stacked to create three dimensional volumes of interest (VOIs). These VOIs defined 6 sections of the GI tract: esophagus, stomach, descending colon, ascending and transverse colon, bowel below the ilium and small bowel above the ilium.

Results: This study found a significant correlation between age and average FDG uptake (avg-SUV) of the GI tract (P=.0003) with the esophagus showing the highest significance. Correlations were found between avg-SUV of the sigmoid segment and the group average (P<.0001), and between the descending colon VOI and the group (P<.0001). Intra-operator reproducibility over 3 trials showed a coefficient of variation (CV) of .63%. Inter-operator CV over 5 randomly selected patients was 5.6% over the entire GI tract.

Conclusion: This study shows that FDG-PET/CT imaging is a promising technique for quantifying bowel inflammation, despite the fact that age related inflammation may not be of clinical utility. The fact that we were able to detect these subtle changes indicates this as an avenue for potential future investigation.

目的:建立一种定量胃肠(GI)炎症的方法,通过正电子发射断层扫描/计算机断层扫描(PET/CT)成像显示2-脱氧-2-(18F)氟-d -葡萄糖(FDG)摄取。这是为了研究使用标准摄取值(SUV)水平来评估人类胃肠道炎症水平的可行性。方法:131名参与者在PET/CT扫描前180分钟注射体重控制剂量的FDG。使用操作员引导软件分割胃肠道并执行(SUV)计算。使用CT图像创建感兴趣区域(roi)并堆叠以创建三维感兴趣体积(VOIs)。这些voi定义了胃肠道的6个部分:食道、胃、降结肠、升结肠和横结肠、髂骨下肠和髂骨上小肠。结果:本研究发现年龄与胃肠道平均FDG摄取(avg-SUV)有显著相关性(P= 0.0003),其中食道的相关性最高。结论:本研究表明,尽管年龄相关的炎症可能没有临床应用价值,但FDG-PET/CT成像是一种很有前途的量化肠道炎症的技术。事实上,我们能够检测到这些细微的变化表明,这是未来潜在调查的一个途径。
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引用次数: 0
HPLC-free and cassette-based nucleophilic production of [18F]FDOPA for clinical use. 临床应用的[18F]FDOPA的无hplc和基于盒的亲核生产。
IF 2.5 Pub Date : 2021-08-15 eCollection Date: 2021-01-01
Huailei Jiang, Manoj K Jain, Hancheng Cai

Radiotracer 3,4-dihydroxy-6-[18F]fluoro-L-phenylalanine (L-6-[18F]fluorodopa or [18F]FDOPA) is widely used for PET imaging of dopamine metabolism in several diseases including Parkinson's Disease, brain tumor, neuroendocrine tumors, and focal hyperinsulinism of infancy. In 2019, [18F]FDOPA was approved by US FDA for detection of dopaminergic nerve terminals in the striatum of adult patients with suspected Parkinsonian Syndromes. A convenient and reliable method is desired for fully automated production of [18F]FDOPA under cGMP compliance to meet the increasing clinical need. In this study, we reported a cassette-based automated production of [18F]FDOPA using a GE Fastlab 2 module and the quality control (QC) under fully cGMP compliant environment. Briefly, automated radiosynthesis of [18F]FDOPA was processed via nucleophilic radio-fluorination using FDOPA Fastlab cassette and solid phase extraction (SPE) purification. The QC tests of [18F]FDOPA, including appearance, pH, half-life, radiochemical purity and identity, enantiomeric purity, chemical impurities, molecular activity, radioactive concentration, filter integrity, endotoxin, and sterility, were conducted at the end of synthesis (EOS) and 8 h after EOS during the validation runs. Three consecutive productions of [18F]FDOPA were reliably achieved with desired radiochemical yield and high radiochemical/enantiomeric purities and molar activity. The uncorrected radiochemical yields of [18F]FDOPA were 9.3-9.8% with a total synthesis time of ~140 min. Both radiochemical and enantiomeric purities of [18F]FDOPA were >99.9% and the molar activities were 2.1-3.9 Ci/μmole at EOS. The full QC results at EOS and 8 h after EOS showed that the produced [18F]FDOPA met all release criteria for clinical use within 8 hours of expiration time. Three consecutive validation runs and QC results demonstrated the efficacy of cassette-based production of [18F]FDOPA for routine clinical use.

放射性示踪剂3,4-二羟基-6-[18F]氟- l -苯丙氨酸(L-6-[18F]fluorodopa或[18F]FDOPA)广泛用于帕金森病、脑肿瘤、神经内分泌肿瘤、婴幼儿局灶性高胰岛素症等疾病的多巴胺代谢PET成像。2019年,[18F]FDOPA被美国FDA批准用于检测疑似帕金森综合征成年患者纹状体多巴胺能神经末梢。[18F]FDOPA在符合cGMP的条件下实现全自动化生产,需要一种方便可靠的方法来满足日益增长的临床需求。在这项研究中,我们报道了在完全符合cGMP的环境下,使用GE Fastlab 2模块和质量控制(QC)的盒式自动化生产[18F]FDOPA。简单地说,使用FDOPA Fastlab盒和固相萃取(SPE)纯化,通过亲核放射性氟化处理[18F]FDOPA的自动放射性合成。[18F]FDOPA在合成结束时(EOS)和验证运行后8 h进行QC检测,包括外观、pH、半衰期、放射化学纯度和特性、对映体纯度、化学杂质、分子活性、放射性浓度、过滤器完整性、内毒素和无菌性。连续三次生产[18F]FDOPA是可靠的,具有理想的放射化学产率和高放射化学/对映体纯度和摩尔活性。[18F]FDOPA未经校正的放射化学产率为9.3 ~ 9.8%,总合成时间为~140 min。[18F]FDOPA的放射化学纯度和对映体纯度均>99.9%,在EOS下的摩尔活性为2.1 ~ 3.9 Ci/μmol。在EOS和EOS后8 h的完整QC结果显示,生产的[18F]FDOPA在有效期8小时内符合临床使用的所有释放标准。连续三次的验证运行和QC结果证明了盒式生产[18F]FDOPA用于常规临床使用的有效性。
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American journal of nuclear medicine and molecular imaging
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