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Regional changes with global brain hypometabolism indicates a physiological triage phenomenon and can explain shared pathophysiological events in Alzheimer's & small vessel diseases and delirium. 局部变化与整体脑代谢低下表明一种生理分诊现象,可以解释阿尔茨海默病和小血管疾病和谵妄的共同病理生理事件。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Sandeep K Gupta, Natalie Rutherford, Xenia Dolja-Gore, Tahne Watson, Balakrishnan R Nair

While reduced global brain metabolism is known in aging, Alzheimer's disease (AD), small vessel disease (SVD) and delirium, explanation of regional brain metabolic (rBM) changes is a challenge. We hypothesized that this may be explained by "triage phenomenon", to preserve metabolic supply to vital brain areas. We studied changes in rBM in 69 patients with at least 5% decline in global brain metabolism during active lymphoma. There was significant decline in the rBM of the inferior parietal, precuneus, superior parietal, lateral occipital, primary visual cortices (P<0.001) and in the right lateral prefrontal cortex (P=0.01). Some areas showed no change; multiple areas had significantly increased rBM (e.g. medial prefrontal, anterior cingulate, pons, cerebellum and mesial temporal cortices; P<0.001). We conclude the existence of a physiological triage phenomenon and argue a new hypothetical model to explain the shared events in the pathophysiology of aging, AD, SVD and delirium.

虽然在衰老、阿尔茨海默病(AD)、小血管疾病(SVD)和谵妄中已知整体脑代谢减少,但对区域脑代谢(rBM)变化的解释是一个挑战。我们假设这可以用“分流现象”来解释,以保持大脑重要区域的代谢供应。我们研究了活动性淋巴瘤期间总体脑代谢至少下降5%的69例患者rBM的变化。顶叶下皮质、楔前叶、顶叶上皮质、枕外侧皮质、初级视觉皮质的rBM明显下降(P
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引用次数: 0
Implementation of level-2 biosafety for a macromolecular crystallography beamline at SSRF. SSRF大分子晶体束线2级生物安全性的实现。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Huating Kong, Minjun Li, Qin Xu, Huan Zhou, Feng Yu, Qisheng Wang

Macromolecular crystallography is commonly used to determine the structure of biological macromolecules. Currently the beamlines at synchrotron radiation facilities play an important role in macromolecular crystallography, and have produced an enormous number of molecular structures to help solve scientific questions and support applications. Structure information makes significant contributions to the virus-related research as well. However, it is mandatory to be protected the operators under a compatible biosafety infrastructure when a pathological agent is set up in a beamline. Here a level-2 biosafety protection for a macromolecular crystallography beamline at Shanghai Synchrotron Radiation Facility (SSRF) is introduced. To fulfill the biosafety in a radioactive environment, a dedicated design is implemented. Since the beamline will be opened to the external users from nationwide research units, the management process and experimental method are also drawn up.

大分子晶体学是测定生物大分子结构的常用方法。目前,同步辐射设施中的光束线在大分子晶体学中起着重要的作用,并产生了大量的分子结构,以帮助解决科学问题和支持应用。结构信息对病毒相关研究也有重要贡献。然而,当病理制剂在光束线中设置时,必须在兼容的生物安全基础设施下保护操作人员。本文介绍了上海同步辐射设施(SSRF)大分子晶体束线的二级生物安全防护措施。为了满足放射性环境下的生物安全性,我们实施了专门的设计。由于光束线将向全国研究单位的外部用户开放,因此还制定了管理流程和实验方法。
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引用次数: 0
A review of advances in the last decade on targeted cancer therapy using 177Lu: focusing on 177Lu produced by the direct neutron activation route. 回顾了近十年来利用177Lu靶向治疗癌症的进展:重点是通过直接中子活化途径产生的177Lu。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Rubel Chakravarty, Sudipta Chakraborty

Lutetium-177 [T½ = 6.76 d; Eβ (max) = 0.497 MeV; maximum tissue range ~2.5 mm; 208 keV γ-ray] is one of the most important theranostic radioisotope used for the management of various oncological and non-oncological disorders. The present review chronicles the advancement in the last decade in 177Lu-radiopharmacy with a focus on 177Lu produced via direct 176Lu (n, γ) 177Lu nuclear reaction in medium flux research reactors. The specific nuances of 177Lu production by various routes are described and their pros and cons are discussed. Lutetium, is the last element in the lanthanide series. Its chemistry plays a vital role in the preparation of a wide variety of radiopharmaceuticals which demonstrate appreciable in vivo stability. Traditional bifunctional chelators (BFCs) that are used for 177Lu-labeling are discussed and the upcoming ones are highlighted. Research efforts that resulted in the growth of various 177Lu-based radiopharmaceuticals in preclinical and clinical settings are provided. This review also summarizes the results of clinical studies with potent 177Lu-based radiopharmaceuticals that have been prepared using medium specific activity 177Lu produced by direct neutron activation route in research reactors. Overall, the review amply demonstrates the practicality of the medium specific activity 177Lu towards formulation of various clinically useful radiopharmaceuticals, especially for the benefit of millions of cancer patients in developing countries with limited reactor facilities.

镥-177[T½=6.76d;Eβ(max)=0.497MeV;最大组织范围~2.5 mm;208keVγ射线]是用于治疗各种肿瘤学和非肿瘤学疾病的最重要的治疗放射性同位素之一。本综述记录了近十年来177Lu放射药学的进展,重点介绍了在中等通量研究反应堆中通过直接176Lu(n,γ)177Lu核反应产生的177Lu。叙述了177Lu通过各种途径生产的具体细微差别,并讨论了它们的优缺点。镥是镧系元素中的最后一种。它的化学性质在制备各种放射性药物中起着至关重要的作用,这些药物在体内表现出明显的稳定性。讨论了用于177Lu标记的传统双功能螯合剂(BFCs),并重点介绍了即将出现的螯合剂。提供了导致各种基于177Lu的放射性药物在临床前和临床环境中增长的研究工作。这篇综述还总结了在研究反应堆中使用直接中子活化途径产生的中等比活性177Lu制备的强效177Lu放射性药物的临床研究结果。总体而言,该综述充分证明了介质特异性活性177Lu在配制各种临床有用的放射性药物方面的实用性,特别是对反应堆设施有限的发展中国家数百万癌症患者的益处。
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引用次数: 0
Optimal timing for measuring cerebral blood flow after acetazolamide administration to detect preexisting cerebral hemodynamics and metabolism in patients with bilateral major cerebral artery steno-occlusive diseases: 15O positron emission tomography studies. 乙酰唑胺给药后测量脑血流的最佳时机,以检测双侧大脑大动脉狭窄闭塞性疾病患者先前存在的脑血流动力学和代谢:15O正电子发射断层扫描研究
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Masakazu Kobayashi, Suguru Igarashi, Tatsuhiko Takahashi, Shunrou Fujiwara, Kohei Chida, Kazunori Terasaki, Yoshitaka Kubo, Kuniaki Ogasawara

The present study determined the optimal timing of scanning for measurement of cerebral blood flow (CBF) after acetazolamide (ACZ) administration for detection of preexisting cerebral hemodynamics and metabolism in bilateral major cerebral artery steno-occlusive diseases. Thirty three patients underwent 15O gas positron emission tomography (PET) and each parameter was obtained in the bilateral middle cerebral artery (MCA) territories. CBF was also obtained using H2 15O PET scanning performed at baseline and at 5, 15, and 30 min after ACZ administration. Relative CBF at each time point after ACZ administration to baseline CBF was calculated. For MCA territories with normal cerebral blood volume (CBV) and cerebral metabolic rate of oxygen (CMRO2), CBF continued increasing until 15 min after ACZ administration. For MCA territories with abnormally increased CBV, CBF decreased 5 min after ACZ administration. After that, CBF continued increasing until 30 min after ACZ administration. For MCA territories with abnormally decreased CMRO2, CBF did not change 5 min after ACZ administration. Ten min later, CBF increased. The accuracy to detect abnormally increased CBV was significantly greater for relative CBF5 than for relative CBF15. The accuracy to detect abnormally decreased CMRO2 was significantly greater for relative CBF5 or CBF15 than for relative CBF30. For detecting abnormally increased oxygen extraction fraction, the accuracy did not differ among each relative CBF. These findings suggested that CBF measurement at 5 min after ACZ administration is the optimal timing for detection of preexisting cerebral hemodynamics and metabolism in bilateral major cerebral artery steno-occlusive diseases.

本研究确定了乙酰唑胺(ACZ)给药后扫描测量脑血流(CBF)的最佳时机,以检测双侧大脑大动脉狭窄闭塞性疾病患者先前存在的脑血流动力学和代谢。33例患者行15O气体正电子发射断层扫描(PET),在双侧大脑中动脉(MCA)区域获得各项参数。在基线和ACZ给药后5、15和30分钟,通过H2 15O PET扫描获得CBF。计算ACZ给药后各时间点与基线CBF的相对CBF。对于脑血容量(CBV)和脑氧代谢率(cro2)正常的中脑区,CBF持续升高至给药后15 min。对于CBV异常升高的MCA区域,ACZ给药后5min CBF下降。之后CBF持续增加,直至ACZ给药后30min。对于cro2异常降低的MCA区域,ACZ给药后5分钟CBF没有变化。10分钟后CBF增加。相对CBF5检测异常升高CBV的准确性显著高于相对CBF15。相对CBF5或CBF15检测cmoro2异常下降的准确性明显高于相对CBF30。对于检测异常增加的氧萃取分数,准确度在各相对CBF之间没有差异。这些结果表明,ACZ给药后5min测量CBF是检测双侧大脑大动脉狭窄闭塞性疾病患者先前存在的脑血流动力学和代谢的最佳时机。
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引用次数: 0
Fibroblast Activation Protein (FAP) targeting homodimeric FAP inhibitor radiotheranostics: a step to improve tumor uptake and retention time. 靶向同源二聚体FAP抑制剂的成纤维细胞激活蛋白(FAP)放射治疗:改善肿瘤摄取和保留时间的一步。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Euy Sung Moon, Sanjana Ballal, Madhav Prasad Yadav, Chandrasekhar Bal, Yentl Van Rymenant, Sarah Stephan, An Bracke, Pieter Van der Veken, Ingrid De Meester, Frank Roesch

Several radiopharmaceuticals targeting fibroblast activation protein (FAP) based on the highly potent FAP inhibitor UAMC1110 are currently under investigation. Pre-clinical as well as clinical research exhibited the potential of these imaging agents. However, the monomeric small molecules seemed to have a short retention time in the tumor in combination with fast renal clearance. Therefore, our strategy was to develop homodimeric systems having two FAP inhibitors to improve residence time and tumor accumulation. The homodimers with two squaramide coupled FAP inhibitor conjugates DOTA.(SA.FAPi)2 and DOTAGA.(SA.FAPi)2 were synthesized and radiochemically evaluated with gallium-68. [68Ga]Ga-DOTAGA.(SA.FAPi)2 was tested for its in vitro stability, lipophilicity and affinity properties. In addition, human PET/CT scans were performed for [68Ga]Ga-DOTAGA.(SA.FAPi)2 with a head-to-head comparison with [68Ga]Ga-DOTA.SA.FAPi and [18F]FDG. Labeling with gallium-68 demonstrated high radiochemical yields. Inhibition measurements revealed excellent affinity and selectivity with low nanomolar IC50 values for FAP. In PET/CT human studies, significantly higher tumor uptake as well as longer tumor retention could be observed for [68Ga]Ga-DOTAGA.(SA.FAPi)2 compared to [68Ga]Ga-DOTA.SA.FAPi. Therefore, the introduction of the dimer led to an advance in human PET imaging indicated by increased tumor accumulation and prolonged retention times in vivo and thus, the use of dimeric structures could be the next step towards prolonged uptake of FAP inhibitors resulting in radiotherapeutic analogs of FAP inhibitors.

几种基于高效FAP抑制剂UAMC1110靶向成纤维细胞活化蛋白(FAP)的放射性药物目前正在研究中。临床前和临床研究显示了这些显像剂的潜力。然而,单分子小分子似乎在肿瘤中保留时间短,并且肾脏清除速度快。因此,我们的策略是开发具有两种FAP抑制剂的同二聚体系统,以改善停留时间和肿瘤积累。合成了具有两种方酰胺偶联FAP抑制剂偶联物DOTA.(SA.FAPi)2和DOTAGA.(SA.FAPi)2的同型二聚体,并用镓-68进行了放射化学评价。[68Ga]Ga-DOTAGA.(SA.FAPi)2的体外稳定性、亲脂性和亲和力进行了测试。此外,对[68Ga] ga - dota .(SA.FAPi)2进行了人体PET/CT扫描,并与[68Ga]Ga-DOTA.SA进行了头部比较。[18F]FDG。用镓-68标记显示出很高的放射化学产率。抑制实验显示FAP具有良好的亲和性和选择性,IC50值较低。在PET/CT人体研究中,与[68Ga]Ga-DOTA.SA.FAPi相比,[68Ga]Ga-DOTAGA.(SA.FAPi)2的肿瘤摄取率明显更高,肿瘤滞留时间也更长。因此,二聚体的引入导致了人体PET成像的进步,这表明肿瘤积累增加,体内滞留时间延长,因此,二聚体结构的使用可能是延长FAP抑制剂摄取的下一步,从而产生FAP抑制剂的放射治疗类似物。
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引用次数: 0
The use of 68Ga-EDTA PET allows detecting progressive decline of renal function in rats. 使用68Ga-EDTA PET可以检测大鼠肾功能的进行性下降。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Andrea O Fontana, Mary Gonzalez Melo, Gilles Allenbach, Costa Georgantas, Ruijia Wang, Olivier Braissant, Frederic Barbey, John O Prior, Diana Ballhausen, David Viertl

Introduction: Evaluation of glomerular filtration rate is very important in both preclinical and clinical setting, especially in the context of chronic kidney disease. It is typically performed using 51Cr-EDTA or by imaging with 123I-Hippuran scintigraphy, which has a significantly lower resolution and sensitivity as compared to PET. 68Ga-EDTA represents a valid alternative due to its quick availability using a 68Ge/68Ga generator, while PET/CT enables both imaging of renal function and accurate quantitation of clearance of activity from both plasma and urine. Therefore, we aimed at investigating the use of 68Ga-EDTA as a preclinical tracer for determining renal function in a knock-in rat model known to present progressive decline of renal function.

Methods: 68Ga-EDTA was injected in 23 rats, either wild type (n=10) or knock-in (n=13). By applying a unidirectional, two-compartment model and Rutland-Patlak Plot linear regression analysis, split renal function was determined from the age of 6 weeks to 12 months.

Results: Glomerular filtration ranged from 0.025±0.01 ml/min at 6 weeks to 0.049±0.05 ml/min at 6 months in wild type rats. Glomerular filtration was significantly lower in knock-in rats at 6 and 12 months (P<0.01). No significant difference was observed in renal volumes between knock-in and wild type animals, based on imaging-derived volume calculations.

Conclusions: 68Ga-EDTA turned out to be a very promising PET/CT tracer for the evaluation of split renal function. This method allowed detection of progressive renal impairment in a knock-in rat model. Additional validation in a human cohort is warranted to further assess clinical utility in both, healthy individuals and patients with renal impairment.

评价肾小球滤过率在临床前和临床中都非常重要,特别是在慢性肾脏疾病的背景下。它通常使用51Cr-EDTA或123I-Hippuran显像进行成像,与PET相比,其分辨率和灵敏度明显较低。68Ga- edta是一种有效的替代方案,因为它可以使用68Ge/68Ga发生器快速获得,而PET/CT既可以成像肾功能,又可以准确定量血浆和尿液中的活性清除。因此,我们的目的是研究使用68Ga-EDTA作为临床前示踪剂,在已知存在肾功能进行性下降的敲入大鼠模型中测定肾功能。方法:68Ga-EDTA注射野生型(n=10)和敲入型(n=13)大鼠23只。采用单向双室模型和Rutland-Patlak Plot线性回归分析,测定6周龄至12个月的分裂肾功能。结果:野生型大鼠肾小球滤过6周时为0.025±0.01 ml/min, 6个月时为0.049±0.05 ml/min。敲入大鼠在6个月和12个月时肾小球滤过明显降低(p结论:68Ga-EDTA是一种非常有前途的PET/CT示踪剂,用于评估分裂肾功能。这种方法可以在敲入大鼠模型中检测进行性肾损害。有必要在人类队列中进一步验证,以进一步评估健康个体和肾脏损害患者的临床效用。
{"title":"The use of <sup>68</sup>Ga-EDTA PET allows detecting progressive decline of renal function in rats.","authors":"Andrea O Fontana,&nbsp;Mary Gonzalez Melo,&nbsp;Gilles Allenbach,&nbsp;Costa Georgantas,&nbsp;Ruijia Wang,&nbsp;Olivier Braissant,&nbsp;Frederic Barbey,&nbsp;John O Prior,&nbsp;Diana Ballhausen,&nbsp;David Viertl","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Introduction: </strong>Evaluation of glomerular filtration rate is very important in both preclinical and clinical setting, especially in the context of chronic kidney disease. It is typically performed using <sup>51</sup>Cr-EDTA or by imaging with <sup>123</sup>I-Hippuran scintigraphy, which has a significantly lower resolution and sensitivity as compared to PET. <sup>68</sup>Ga-EDTA represents a valid alternative due to its quick availability using a <sup>68</sup>Ge/<sup>68</sup>Ga generator, while PET/CT enables both imaging of renal function and accurate quantitation of clearance of activity from both plasma and urine. Therefore, we aimed at investigating the use of <sup>68</sup>Ga-EDTA as a preclinical tracer for determining renal function in a knock-in rat model known to present progressive decline of renal function.</p><p><strong>Methods: </strong><sup>68</sup>Ga-EDTA was injected in 23 rats, either wild type (n=10) or knock-in (n=13). By applying a unidirectional, two-compartment model and Rutland-Patlak Plot linear regression analysis, split renal function was determined from the age of 6 weeks to 12 months.</p><p><strong>Results: </strong>Glomerular filtration ranged from 0.025±0.01 ml/min at 6 weeks to 0.049±0.05 ml/min at 6 months in wild type rats. Glomerular filtration was significantly lower in knock-in rats at 6 and 12 months (P<0.01). No significant difference was observed in renal volumes between knock-in and wild type animals, based on imaging-derived volume calculations.</p><p><strong>Conclusions: </strong><sup>68</sup>Ga-EDTA turned out to be a very promising PET/CT tracer for the evaluation of split renal function. This method allowed detection of progressive renal impairment in a knock-in rat model. Additional validation in a human cohort is warranted to further assess clinical utility in both, healthy individuals and patients with renal impairment.</p>","PeriodicalId":7572,"journal":{"name":"American journal of nuclear medicine and molecular imaging","volume":"11 6","pages":"519-528"},"PeriodicalIF":2.5,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727875/pdf/ajnmmi0011-0519.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"39801104","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
Dimeric FAPI with potential for tumor theranostics. 具有肿瘤治疗潜力的二聚 FAPI。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2021-12-15 eCollection Date: 2021-01-01
Chunxia Qin, Yangmeihui Song, Weibo Cai, Xiaoli Lan

Radionuclide-labeled fibroblast activation protein inhibitors (FAPIs) are popular nuclear imaging probes in recent years. It's of great significance for tumor diagnosis and has great potential in tumor treatment. However, optimization of the probes is needed to further increase tumor uptake and prolong tumor retention for improved treatment efficacy and fewer side effects. In this issue of AJNMMI, Moon et al. reported two squaramide coupled FAPI conjugates (DOTA.(SA.FAPi)2 and DOTAGA.(SA.FAPi)2) and labeled them with 68Ga. The resulted tracers showed increased tumor accumulation and persistent retention, which led to an advance in PET imaging. The use of dimeric structures provides a feasible strategy to develop radiotherapeutic analogs of FAP inhibitors.

放射性核素标记的成纤维细胞活化蛋白抑制剂(FAPIs)是近年来流行的核成像探针。它对肿瘤诊断具有重要意义,在肿瘤治疗方面也大有可为。然而,如何进一步提高肿瘤摄取率、延长肿瘤存留时间,从而提高疗效、减少副作用,还需要对探针进行优化。在本期 AJNMMI 杂志上,Moon 等人报道了两种方酰胺偶联 FAPI 共轭物(DOTA.(SA.FAPi)2 和 DOTAGA.(SA.FAPi)2),并用 68Ga 标记了它们。所得到的示踪剂显示出更高的肿瘤蓄积性和持久保留性,从而推动了 PET 成像的发展。使用二聚体结构为开发 FAP 抑制剂的放射治疗类似物提供了一种可行的策略。
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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 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING 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。
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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 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING 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":"11 4","pages":"280-289"},"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 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING 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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American journal of nuclear medicine and molecular imaging
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