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Estimation of liver standardized uptake value in F18-FDG PET/CT scanning: impact of different malignancies, blood glucose level, body weight normalization, and imaging systems F18-FDG PET/CT 扫描中肝脏标准化摄取值的估算:不同恶性肿瘤、血糖水平、体重正常化和成像系统的影响。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-16 DOI: 10.1007/s12149-024-01985-7
Mohamed S. Abd-Elkader, Sherif M. Elmaghraby, Mohamed A. Abdel-Mohsen, Magdy M. Khalil

Introduction

The aim of this work was to investigate homogeneity and stability of liver SUV in terms of different malignancies considering different body normalization schemes and blood glucose concentrations as well as PET/CT imaging systems.

Methods

The study included 207 patients with four different types of cancers namely breast, lymphoma, lung, and bone-metastasis. Data acquisition was performed with GE Discovery IQ, Biograph mCT, uMI 550, and Ingenuity TF64 after a single intravenous injection of 194 ± 67.5 MBq of 18F-FDG.

Results

In body weight normalization, SUVmax and SUVmean in bone-mets as well as SUVmean in lung patients were not statistically different among scanners especially for data corrected for glucose levels (p = 0.062, 0.121, and 0.150, respectively). In SUVlbm derived from lung patients, there was no significant differences in Philips in comparison to GE and Siemens (both, p > 0.05) for data corrected and not corrected for glucose levels. In SUVbsa, the only non-significant difference revealed among scanners was in the measurements of SUVmean obtained from lung and bone-mets (p = 0.107 and 0.114) both corrected for glucose levels. In SUVbmi, SUVmean of lung and bone-mets as well as SUVmax of bone-mets showed a non-significant differences among the four different scanning systems (p = 0.303, 0.091, and 0.222, respectively) for data corrected for glucose levels.

Conclusion

Liver glucose correction needs further investigations in individual tumors but could be potentially affected by whether measurements are made on SUVmean versus SUVmax, body weight normalization, as well as the imaging system. As such, selection of normalization to body weight method should be carefully selected before clinical adoption and clinically adopted and body surface area would provide the highest correlation. As such, normalization of body weight should be carefully made before clinical adoption. SUVmean proves to be useful and stable metric when liver is corrected for blood glucose levels.

简介:本研究旨在研究不同恶性肿瘤肝脏 SUV 的同质性和稳定性:这项工作的目的是研究不同恶性肿瘤肝脏 SUV 的同质性和稳定性,同时考虑到不同的身体归一化方案和血糖浓度以及 PET/CT 成像系统:研究包括 207 名患有四种不同类型癌症(即乳腺癌、淋巴瘤、肺癌和骨转移瘤)的患者。在单次静脉注射 194 ± 67.5 MBq 18F-FDG 后,使用 GE Discovery IQ、Biograph mCT、uMI 550 和 Ingenuity TF64 采集数据:在体重正常化的情况下,不同扫描仪的骨肿瘤 SUVmax 和 SUVmean 以及肺癌患者的 SUVmean 没有统计学差异,尤其是对葡萄糖水平进行校正的数据(p = 0.062、0.121 和 0.150)。在肺部患者的 SUVlbm 中,飞利浦与通用电气和西门子相比,在校正和未校正血糖水平的数据上没有显著差异(均为 p > 0.05)。在 SUVbsa 方面,不同扫描仪之间唯一无显著差异的是肺部和骨骺的 SUVmean 测量值(p = 0.107 和 0.114),均已按葡萄糖水平校正。在 SUVbmi 方面,四种不同扫描系统的肺部和骨膜的 SUVmean 以及骨膜的 SUVmax 经血糖校正后的数据差异不显著(p = 0.303、0.091 和 0.222):肝糖校正需要对单个肿瘤进行进一步研究,但可能会受到SUVmean与SUVmax测量、体重归一化以及成像系统的潜在影响。因此,在临床采用前应仔细选择体重归一化方法,临床采用的体重归一化方法与体表面积的相关性最高。因此,临床采用前应仔细选择体重归一化方法。当肝脏根据血糖水平进行校正时,SUVmean 被证明是有用且稳定的指标。
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引用次数: 0
Correction: Clinical assessment and striatal dopaminergic activity in healthy controls and patients with Parkinson’s disease: a Bayesian approach 更正:健康对照组和帕金森病患者的临床评估和纹状体多巴胺能活动:贝叶斯方法。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-14 DOI: 10.1007/s12149-024-01989-3
Seunghyeon Shin, Hyun-Yeol Nam, Keunyoung Kim, Jihyun Kim, Myung Jun Lee, Kyoungjune Pak
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引用次数: 0
Evaluating response to radium-223 using 68Ga-PSMA PET/CT imaging in patients with metastatic castration-resistant prostate cancer 利用 68Ga-PSMA PET/CT 成像评估转移性阉割耐药前列腺癌患者对镭-223 的反应。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-05 DOI: 10.1007/s12149-024-01990-w
Qaid Ahmed Shagera, Thierry Gil, Elisa Barraco, Petra Boegner, Paulus Kristanto, Ziad El Ali, Spyridon Sideris, Nieves Martinez Chanza, Thierry Roumeguère, Patrick Flamen, Carlos Artigas

Aim

Conventional imaging techniques and prostate-specific antigen (PSA) values are not useful to follow-up patients during Radium-223 treatment. The study aimed to evaluate the predictive value of prostate-specific membrane antigen PSMA PET/CT-based response in patients with metastatic castration-resistant prostate cancer (mCRPC) receiving Radium-223 dichloride treatment.

Materials and methods

Patients treated with radium-223, having performed two 68Ga-PSMA-11 PET/CT scans (baseline 1 month before treatment initiation and follow-up 2 weeks after the third cycle), were retrospectively evaluated. Visual and quantitative PET image analyses were performed, and patients were dichotomized into progressive (PD) and non-PD according to Response Evaluation Criteria in PSMA‑imaging (RECIP1.0) and PSMA-PET Progression criteria (PPP). The primary endpoint was overall survival (OS). Cohen's Kappa (κ) was used to test the agreement between the two criteria. The Cox regression hazard model and Kaplan–Meier method were used for survival analyses.

Results

Twenty-eight mCRPC patients were evaluated. Sixteen (43%) and 18 (64%) patients had PD according to RECIP1.0 and PPP, respectively; κ = 0.85 (95% CI 0.65–1.00). After a median follow-up of 16 months (interquartile IQR 9–33), 20 (71%) patients died. Patients with PSMA PD showed a higher risk of death than non-PD according to RECIP1.0 (HR = 2.9; 95% CI 1.14–7.46; p = 0.029) and PPP (HR = 2.8; 95% CI 1.04–7.64; p = 0.042). For both criteria, the median OS was shorter for PD than non-PD (37 vs. 12 months, Log-rank; p < 0.05). The C-index for RECIP1.0 and PPP were almost equal (0.66 and 0.63; respectively).

Conclusion

This study demonstrated that PSMA-PET/CT imaging is valuable for monitoring radium-223 treatment. Both PSMA PET/CT response criteria (RECIP1.0 and PPP) perform similarly predicting OS at follow-up after three cycles of radium-223. These findings urge further validation in prospective trials.

目的:传统的成像技术和前列腺特异性抗原(PSA)值对镭-223治疗期间的患者随访没有帮助。本研究旨在评估基于前列腺特异性膜抗原 PSMA PET/CT 的反应对接受二氯化镭-223 治疗的转移性阉割耐药前列腺癌(mCRPC)患者的预测价值:对接受镭-223治疗的患者进行回顾性评估,这些患者接受过两次68Ga-PSMA-11 PET/CT扫描(治疗开始前1个月的基线扫描和第三个周期后2周的随访扫描)。根据PSMA成像反应评估标准(RECIP1.0)和PSMA-PET进展标准(PPP),将患者分为进展期(PD)和非PD。主要终点是总生存期(OS)。科恩卡帕(κ)用于检验两种标准之间的一致性。生存分析采用 Cox 回归危险模型和 Kaplan-Meier 法:共评估了 28 例 mCRPC 患者。根据RECIP1.0和PPP标准,分别有16例(43%)和18例(64%)患者出现PD;κ = 0.85 (95% CI 0.65-1.00)。中位随访 16 个月(四分位间 IQR 9-33)后,20 例(71%)患者死亡。根据RECIP1.0(HR = 2.9;95% CI 1.14-7.46;P = 0.029)和PPP(HR = 2.8;95% CI 1.04-7.64;P = 0.042),PSMA PD患者的死亡风险高于非PD患者。在这两个标准中,PD 的中位 OS 均短于非 PD(37 个月 vs. 12 个月,Log-rank;P 结论:PSMA-PCT 是一种用于诊断肺癌的方法:本研究表明,PSMA-PET/CT成像对监测镭-223治疗很有价值。两种 PSMA PET/CT 反应标准(RECIP1.0 和 PPP)在预测镭-223 治疗三个周期后的随访 OS 方面表现相似。这些发现需要在前瞻性试验中进一步验证。
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引用次数: 0
A Monte Carlo study comparing dead-time losses of a gamma camera between tungsten functional paper and lead sheet for dosimetry in targeted radionuclide therapy with Lu-177 蒙特卡洛研究:比较钨功能纸和铅板在用 Lu-177 进行放射性核素靶向治疗时伽马相机的死时损失。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-01 DOI: 10.1007/s12149-024-01987-5
Kohei Nakanishi, Naotoshi Fujita, Haruna Iwanaga, Yuki Asano, Shinji Abe, Ryuichi Nishii, Katsuhiko Kato

Objective

Dead-time loss is reported to be non-negligible for some patients with a high tumor burden in Lu-177 radionuclide therapy, even if the administered activity is 7.4 GBq. Hence, we proposed a simple method to shorten the apparent dead time and reduce dead-time loss using a thin lead sheet in previous work. The collimator surface of the gamma camera was covered with a lead sheet in our proposed method. While allowing the detection of 208-keV gamma photons of Lu-177 that penetrate the sheet, photons with energies lower than 208 keV, which cause dead-time loss, were shielded. In this study, we evaluated the usefulness of tungsten functional paper (TFP) for the proposed method using Monte Carlo simulation.

Methods

The count rates in imaging of Lu-177 administered to patients were simulated with the International Commission on Radiological Protection (ICRP) 110 phantom using the GATE Monte Carlo simulation toolkit. The simulated gamma cameras with a 0.5-mm lead sheet, 1.2-mm TFP, or no filter were positioned closely on the anterior and posterior sides of the phantom. The apparent dead times and dead-time losses at 24 h after administration were calculated for an energy window of 208 keV ± 10%. Moreover, the dead-time losses at 24–120 h were analytically assessed using activity excretion data of Lu-177-DOTATATE.

Results

The dead-time loss without a filter was 5% even 120 h after administration in patients with a high tumor burden and slow excretion, while those with a lead sheet and TFP were 0.22 and 0.58 times less than those with no filter, respectively. The count rates with the TFP were 1.3 times higher than those with the lead sheet, and the TFP could maintain primary count rates at 91–94% of those without a filter.

Conclusions

Although the apparent dead time and dead-time loss with the lead sheet were shorter and less than those with TFP, those with TFP were superior to those without a filter. The advantage of TFP over the lead sheet is that the decrease in primary count rates was less.

目的:据报道,对于一些肿瘤负荷较高的患者,在进行 Lu-177 放射性核素治疗时,即使给药活度为 7.4 GBq,死区时间损失也不可忽略。因此,我们在之前的工作中提出了一种利用薄铅片缩短表观死区时间和减少死区时间损失的简单方法。在我们提出的方法中,伽马相机的准直器表面覆盖了一层铅片。在探测穿透铅板的 208 千伏伽马光子的同时,能量低于 208 千伏的光子也被屏蔽了,而这些光子会造成死区时间损失。在这项研究中,我们利用蒙特卡洛模拟评估了钨功能纸(TFP)在拟议方法中的实用性:方法:使用 GATE 蒙特卡洛模拟工具包,用国际放射防护委员会(ICRP)的 110 个模型模拟了给病人注射 Lu-177 时的成像计数率。模拟伽马相机分别安装了 0.5 毫米铅片、1.2 毫米 TFP 或无滤光片,并紧贴模型的前后两侧。在208keV±10%的能量窗口中,计算了给药后24小时的表观死区时间和死区时间损失。此外,还利用 Lu-177-DOTATATE 的活性排泄数据分析评估了 24-120 h 的死亡时间损失:结果:对于肿瘤负荷高、排泄缓慢的患者,即使在给药后 120 小时,无过滤器的死亡时间损失也达到了 5%,而使用铅板和 TFP 的死亡时间损失分别是无过滤器患者的 0.22 倍和 0.58 倍。使用TFP的计数率是使用铅片的1.3倍,TFP可将初级计数率维持在无过滤器计数率的91-94%:结论:虽然使用铅片的表观死区时间和死区时间损失比使用 TFP 的短和少,但使用 TFP 的效果优于不使用过滤器的效果。与铅片相比,TFP 的优势在于初级计数率的下降幅度较小。
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引用次数: 0
Crossover evaluation of time-of-flight-based attenuation correction in brain 18F-FDG and 18F-flutemetamol PET 在脑 18F-FDG 和 18F-flutemetamol PET 中交叉评估基于飞行时间的衰减校正。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-09-30 DOI: 10.1007/s12149-024-01986-6
Takahiro Yamada, Kohei Hanaoka, Daisuke Morimoto-Ishikawa, Yoshiyuki Yamakawa, Shiho Kumakawa, Atsushi Ohtani, Tetsuro Mizuta, Hayato Kaida, Kazunari Ishii

Background

Brain-dedicated positron emission tomography (PET) systems offer high spatial resolution and sensitivity for accurate clinical assessments. Attenuation correction (AC) is important in PET imaging, particularly in brain studies. This study assessed the reproducibility of attenuation maps (µ-maps) generated by a specialized time-of-flight (TOF) brain-dedicated PET system for imaging using different PET tracers.

Methods

Twelve subjects underwent both 18F-fluorodeoxyglucose (FDG)-PET and 18F-flutemetamol (FMM) amyloid-PET scans. Images were reconstructed with µ-maps obtained by a maximum likelihood-based AC method. Voxel-based and region-based analyses were used to compare µ-maps obtained with FDG-PET versus FMM-PET; FDG-PET images reconstructed using an FDG-PET µ-map (FDG × FDG) versus those reconstructed with an FMM-PET µ-map (FDG × FMM); and FMM-PET images reconstructed using an FDG-PET µ-map (FMM × FDG) versus those reconstructed with an FMM-PET µ-map (FMM × FMM).

Results

Small but significant differences in µ-maps were observed between tracers, primarily in bone regions. In the comparison between the µ-maps obtained with FDG-PET and FMM-PET, the µ-maps obtained with FDG-PET had higher µ-values than those obtained with FMM-PET in the parietal regions of the head and skull, in a portion of the cerebellar dentate nucleus and on the surface of the frontal lobe. The comparison between FDG and FDG × FMM values in different regions yielded findings similar to those of the µ-maps comparison. FDG × FMM values were significantly higher than FDG values in the bilateral temporal bones and a small part of the temporal lobe. Similarly, FMM values were significantly higher than FMM × FDG values in the bilateral temporal bones. FMM × FDG values were significantly higher than FMM values in a small area of the right cerebellar hemisphere. However, the relative errors in these µ-maps were within ± 4%, suggesting that they are clinically insignificant. In PET images reconstructed with the original and swapped µ-maps, the relative errors were within ± 7% and the quality was nearly equivalent.

Conclusion

These findings suggest the clinical reliability of the AC method without an external radiation source in TOF brain-dedicated PET systems.

背景:脑专用正电子发射断层扫描(PET)系统具有高空间分辨率和灵敏度,可用于准确的临床评估。衰减校正(AC)在 PET 成像中非常重要,尤其是在脑部研究中。本研究评估了专门的飞行时间(TOF)脑专用 PET 系统在使用不同 PET 示踪剂进行成像时生成的衰减图(µ-map)的可重复性:12名受试者同时接受了18F-氟脱氧葡萄糖(FDG)-PET和18F-氟替美托咪醇(FMM)淀粉样蛋白-PET扫描。通过基于最大似然 AC 方法获得的 µ 地图对图像进行了重建。使用基于体素和基于区域的分析方法比较了 FDG-PET 与 FMM-PET 获得的 µ 地图;使用 FDG-PET µ 地图 (FDG × FDG) 重建的 FDG-PET 图像与使用 FMM-PET µ 地图 (FDG × FMM) 重建的 FDG-PET 图像;以及使用 FDG-PET µ 地图 (FMM × FDG) 重建的 FMM-PET 图像与使用 FMM-PET µ 地图 (FMM × FMM) 重建的 FMM-PET 图像:结果:不同示踪剂的µ映射存在微小但明显的差异,主要是在骨骼区域。在对使用 FDG-PET 和 FMM-PET 获得的µ图进行比较时,在头部和头骨顶区、小脑齿状核的一部分以及额叶表面,使用 FDG-PET 获得的µ图的µ值高于使用 FMM-PET 获得的µ图。不同区域的 FDG 值和 FDG × FMM 值的比较结果与 µ 图谱比较结果相似。在双侧颞骨和颞叶的一小部分,FDG × FMM 值明显高于 FDG 值。同样,在双侧颞骨,FMM 值明显高于 FMM × FDG 值。在右侧小脑半球的一小部分区域,FMM × FDG 值明显高于 FMM 值。不过,这些 µ 地图的相对误差在 ± 4% 以内,表明它们在临床上并不重要。在使用原始和交换 µ 地图重建的 PET 图像中,相对误差在 ± 7% 以内,质量几乎相当:这些研究结果表明,在 TOF 脑专用 PET 系统中,无需外部辐射源的 AC 方法具有临床可靠性。
{"title":"Crossover evaluation of time-of-flight-based attenuation correction in brain 18F-FDG and 18F-flutemetamol PET","authors":"Takahiro Yamada,&nbsp;Kohei Hanaoka,&nbsp;Daisuke Morimoto-Ishikawa,&nbsp;Yoshiyuki Yamakawa,&nbsp;Shiho Kumakawa,&nbsp;Atsushi Ohtani,&nbsp;Tetsuro Mizuta,&nbsp;Hayato Kaida,&nbsp;Kazunari Ishii","doi":"10.1007/s12149-024-01986-6","DOIUrl":"10.1007/s12149-024-01986-6","url":null,"abstract":"<div><h3>Background</h3><p>Brain-dedicated positron emission tomography (PET) systems offer high spatial resolution and sensitivity for accurate clinical assessments. Attenuation correction (AC) is important in PET imaging, particularly in brain studies. This study assessed the reproducibility of attenuation maps (µ-maps) generated by a specialized time-of-flight (TOF) brain-dedicated PET system for imaging using different PET tracers.</p><h3>Methods</h3><p>Twelve subjects underwent both <sup>18</sup>F-fluorodeoxyglucose (FDG)-PET and <sup>18</sup>F-flutemetamol (FMM) amyloid-PET scans. Images were reconstructed with µ-maps obtained by a maximum likelihood-based AC method. Voxel-based and region-based analyses were used to compare µ-maps obtained with FDG-PET versus FMM-PET; FDG-PET images reconstructed using an FDG-PET µ-map (FDG × FDG) versus those reconstructed with an FMM-PET µ-map (FDG × FMM); and FMM-PET images reconstructed using an FDG-PET µ-map (FMM × FDG) versus those reconstructed with an FMM-PET µ-map (FMM × FMM).</p><h3>Results</h3><p>Small but significant differences in µ-maps were observed between tracers, primarily in bone regions. In the comparison between the µ-maps obtained with FDG-PET and FMM-PET, the µ-maps obtained with FDG-PET had higher µ-values than those obtained with FMM-PET in the parietal regions of the head and skull, in a portion of the cerebellar dentate nucleus and on the surface of the frontal lobe. The comparison between FDG and FDG × FMM values in different regions yielded findings similar to those of the µ-maps comparison. FDG × FMM values were significantly higher than FDG values in the bilateral temporal bones and a small part of the temporal lobe. Similarly, FMM values were significantly higher than FMM × FDG values in the bilateral temporal bones. FMM × FDG values were significantly higher than FMM values in a small area of the right cerebellar hemisphere. However, the relative errors in these µ-maps were within ± 4%, suggesting that they are clinically insignificant. In PET images reconstructed with the original and swapped µ-maps, the relative errors were within ± 7% and the quality was nearly equivalent.</p><h3>Conclusion</h3><p>These findings suggest the clinical reliability of the AC method without an external radiation source in TOF brain-dedicated PET systems.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 2","pages":"189 - 198"},"PeriodicalIF":2.5,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142339713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
18F-FDG PET/CT biomarkers as predictors of long term outcomes and survival rates in patients with high risk malignant pulmonary masses/nodules treated with stereotactic ablative radiotherapy 18F-FDG PET/CT 生物标志物作为立体定向消融放疗高危恶性肺肿块/结节患者长期疗效和存活率的预测指标。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-09-28 DOI: 10.1007/s12149-024-01983-9
Raef R. Boktor, Salvatore U. Berlangieri, Eddie Lau, Adeline Lim, Sylvia J. Gong, Xia Li, Andrew M. Scott

Introduction

Stereotactic ablative body radiotherapy (SABR) is a standard treatment option for patients with malignant pulmonary masses (including primary and metastatic lesions) who are unfit for surgery or who are medically operable but refuse surgery. Flourine-18 flurodeoxyglucose positron emission tomography (18F-FDG PET) volumetric metabolic parameters, i.e., metabolic tumour volume (MTV) and total lesion glycolysis (TLG) play an important role in assessing the biological characteristics of some tumours and its role as potential prognostic factors has also been introduced.

Objectives

The aim of this retrospective study is to assess the value of baseline metabolic volumetric parameters as prognostic imaging biomarkers in patients with pulmonary masses/nodules treated with SABR.

Methods

70 patients were included in this retrospective study (39 male and 31 female, age range 47–91 years, mean 76 years). Standardized uptake value (SUVmax), SUVmean, MTV and TLG for all the patients were calculated on baseline 18F-FDG PET/CT. Patient outcome was divided into 3 categories free of disease, stable disease and disease progression.

Results

There was no significant statistical difference in the SUVmax and SUVmean in all the three categories. Mean SUVmax ranges from 7.13 to 8.08 with its highest value in the stable disease and lowest value in the progressive disease categories. Similarly, the average SUVmean was 4.9 in the free of disease category and 4.68 in the progressive disease category. MTV and TLG were low in the free of disease and the highest in progressive disease. MTV increased from 2.25 cm3 in free of disease category to 3.23 cm3 and 7.29 cm3 in stable disease and progressive disease, respectively. TLG has increased from 11.7 in the disease-free survival category to 18.77 and 40.39 in the stable and progressive disease, respectively. Patients with low MTV had longer overall survival (OS) than patients with high MTV (37 months versus 27 months, p value = 0. 0018). In addition, OS was longer in patients with low TLG (36 months versus 24 months, p value = 0.016).

Conclusions

TLG and MTV are more useful than SUVmax and SUVmean for predicting outcome, OS and progression-free survival (PFS) in patients receiving SABR. The TLG and MTV measurement on 18F-FDG PET imaging may be routinely recommended in baseline 18F-FDG PET/CT prior to SABR.

简介:立体定向消融体放射治疗(SABR)是一种标准治疗方法,适用于不适合手术或医学上可手术但拒绝手术的肺部恶性肿块(包括原发性和转移性病灶)患者。Flourine-18 氟脱氧葡萄糖正电子发射断层扫描(18F-FDG PET)容积代谢参数,即代谢肿瘤容积(MTV)和总病变糖酵解(TLG)在评估某些肿瘤的生物学特征方面发挥着重要作用,其作为潜在预后因素的作用也已被引入:这项回顾性研究旨在评估基线代谢容积参数作为SABR治疗的肺部肿块/结节患者预后成像生物标志物的价值。方法:这项回顾性研究共纳入70名患者(39名男性,31名女性,年龄范围47-91岁,平均76岁)。根据基线 18F-FDG PET/CT 计算所有患者的标准化摄取值(SUVmax)、SUVmean、MTV 和 TLG。患者预后分为无疾病、疾病稳定和疾病进展三类:所有三个类别的 SUVmax 和 SUVmean 均无明显统计学差异。平均 SUVmax 在 7.13 至 8.08 之间,疾病稳定期的 SUVmax 值最高,疾病进展期的 SUVmax 值最低。同样,无疾病类别的平均 SUVmean 为 4.9,疾病进展类别的平均 SUVmean 为 4.68。MTV和TLG在无疾病类别中较低,而在疾病进展类别中最高。MTV从无疾病类的2.25立方厘米增加到稳定疾病类的3.23立方厘米,进展疾病类的7.29立方厘米。TLG从无病生存期的11.7增加到疾病稳定期和进展期的18.77和40.39。低MTV患者的总生存期(OS)比高MTV患者长(37个月对27个月,P值=0.0018)。此外,低TLG患者的OS也更长(36个月对24个月,P值=0.016):结论:TLG和MTV比SUVmax和SUVmean更有助于预测SABR患者的预后、OS和无进展生存期(PFS)。18F-FDG正电子发射计算机断层显像的TLG和MTV测量可作为SABR前18F-FDG PET/CT基线的常规推荐方法。
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引用次数: 0
Recent advancements in new tracers from first-in-human studies 新示踪剂在首次人体试验中的最新进展。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-09-26 DOI: 10.1007/s12149-024-01979-5
Yuji Nakamoto, Yoshitaka Inui, Masatoshi Hotta, Hiroshi Wakabayashi, Hirofumi Hanaoka

Recent advancements in the development of positron emission tomography (PET) tracers have significantly enhanced our ability to image neuroinflammatory processes and neurotransmitter systems, which are vital for understanding and treating neurodegenerative and psychiatric disorders. Similarly, innovative tracers in oncology provide detailed images of the metabolic and molecular characteristics of tumors, which are crucial for tailoring targeted therapies and monitoring responses, including radiotherapy. Notable advancements include programmed death ligand 1 (PD-L1)-targeting agents for lung cancer, prostate-specific membrane antigen-based tracers for prostate cancer, chemokine receptor-targeting agents for hematological malignancies, human epidermal growth factor receptor 2 (HER2)-targeting tracers for various cancers, Claudin 18 based tracers for epithelial tumors, glutamine tracers for colorectal cancer, and ascorbic acid analogs for assessing cancer metabolism and therapy efficacy. Additionally, novel tracers have been developed for non-neurological and non-oncological applications, including adrenal imaging, amyloidosis, and human immunodeficiency virus (HIV) infection. This overview focuses on the newly developed tracers, particularly those used in neurology and oncology.

正电子发射断层扫描(PET)示踪剂的最新进展极大地增强了我们对神经炎症过程和神经递质系统的成像能力,这对了解和治疗神经退行性疾病和精神疾病至关重要。同样,肿瘤学领域的创新示踪剂也提供了肿瘤代谢和分子特征的详细图像,这对定制靶向疗法和监测反应(包括放疗)至关重要。值得注意的进展包括治疗肺癌的程序性死亡配体 1 (PD-L1) 靶向药物、治疗前列腺癌的基于前列腺特异性膜抗原的示踪剂、治疗血液恶性肿瘤的趋化因子受体靶向药物、治疗各种癌症的人表皮生长因子受体 2 (HER2) 靶向示踪剂、治疗上皮肿瘤的基于 Claudin 18 的示踪剂、治疗结直肠癌的谷氨酰胺示踪剂,以及用于评估癌症代谢和疗效的抗坏血酸类似物。此外,还开发了用于非神经和非肿瘤应用的新型示踪剂,包括肾上腺成像、淀粉样变性和人体免疫缺陷病毒(HIV)感染。本综述将重点介绍新开发的示踪剂,尤其是用于神经病学和肿瘤学的示踪剂。
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引用次数: 0
Generative AI and large language models in nuclear medicine: current status and future prospects 核医学中的生成式人工智能和大型语言模型:现状与前景。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-09-25 DOI: 10.1007/s12149-024-01981-x
Kenji Hirata, Yusuke Matsui, Akira Yamada, Tomoyuki Fujioka, Masahiro Yanagawa, Takeshi Nakaura, Rintaro Ito, Daiju Ueda, Shohei Fujita, Fuminari Tatsugami, Yasutaka Fushimi, Takahiro Tsuboyama, Koji Kamagata, Taiki Nozaki, Noriyuki Fujima, Mariko Kawamura, Shinji Naganawa

This review explores the potential applications of Large Language Models (LLMs) in nuclear medicine, especially nuclear medicine examinations such as PET and SPECT, reviewing recent advancements in both fields. Despite the rapid adoption of LLMs in various medical specialties, their integration into nuclear medicine has not yet been sufficiently explored. We first discuss the latest developments in nuclear medicine, including new radiopharmaceuticals, imaging techniques, and clinical applications. We then analyze how LLMs are being utilized in radiology, particularly in report generation, image interpretation, and medical education. We highlight the potential of LLMs to enhance nuclear medicine practices, such as improving report structuring, assisting in diagnosis, and facilitating research. However, challenges remain, including the need for improved reliability, explainability, and bias reduction in LLMs. The review also addresses the ethical considerations and potential limitations of AI in healthcare. In conclusion, LLMs have significant potential to transform existing frameworks in nuclear medicine, making it a critical area for future research and development.

这篇综述探讨了大型语言模型(LLMs)在核医学,尤其是正电子发射计算机断层显像(PET)和SPECT等核医学检查中的潜在应用,回顾了这两个领域的最新进展。尽管大型语言模型在各种医学专业领域得到了快速应用,但将其整合到核医学领域的研究还不够深入。我们首先讨论核医学的最新发展,包括新的放射性药物、成像技术和临床应用。然后,我们分析了 LLM 在放射学中的应用,尤其是在报告生成、图像解读和医学教育中的应用。我们强调了 LLM 在加强核医学实践方面的潜力,如改进报告结构、协助诊断和促进研究。然而,挑战依然存在,包括需要提高 LLM 的可靠性、可解释性和减少偏差。本综述还探讨了人工智能在医疗保健领域的伦理考虑因素和潜在局限性。总之,LLMs 具有改变核医学现有框架的巨大潜力,因此是未来研究与开发的关键领域。
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引用次数: 0
Interrater agreement and variability in visual reading of [18F] flutemetamol PET images [18F]氟替美托 PET 图像视觉阅读的互译一致性和可变性。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-09-24 DOI: 10.1007/s12149-024-01977-7
Akinori Takenaka, Takashi Nihashi, Keita Sakurai, Keiji Notomi, Hokuto Ono, Yoshitaka Inui, Shinji Ito, Yutaka Arahata, Akinori Takeda, Kazunari Ishii, Kenji Ishii, Kengo Ito, Hiroshi Toyama, Akinori Nakamura, Takashi Kato, BATON Study Group

Objective

The purpose of this study was to validate the concordance of visual ratings of [18F] flutemetamol amyloid positron emission tomography (PET) images and to investigate the correlation between the agreement of each rater and the Centiloid (CL) scale.

Methods

A total of 192 participants, clinically classified as cognitively normal (CN) (n = 59), mild cognitive impairment (MCI) (n = 65), Alzheimer’s disease (AD) (n = 55), or non-AD dementia (n = 13), participated in this study. Three experts conducted visual ratings of the amyloid PET images for all 192 patients, assigning a confidence level to each rating on a three-point scale (certain, probable, or neither). The positive or negative determination of amyloid PET results was made by majority vote. The CL value was calculated using the CapAIBL pipeline.

Results

Overall, 101 images were determined to be positive, and 91 images were negative. Of the 101 positive images, the three raters were in complete agreement for 92 images and in disagreement for 9 images. Of the 91 negative images, the three raters were in complete agreement for 75 images and in disagreement for 16 images. Interrater reliability among the three experts was particularly high, with both Fleiss’ kappa and Conger’s kappa measuring 0.83 (0.76–0.89). The CL values of the unanimous positive group were significantly greater than those of the other groups, whereas the CL values of the unanimous negative group were significantly lower than those of the other groups. Images with rater disagreement had intermediate CLs. In cases with a high confidence level, the positive or negative visual ratings were in almost complete agreement. However, as confidence levels decreased, experts’ visual ratings became more variable. The lower the confidence level was, the greater the number of cases with disagreement in the visual ratings.

Conclusion

Three experts independently rated 192 amyloid PET images, achieving a high level of interrater agreement. However, in patients with intermediate amyloid accumulation, visual ratings varied. Therefore, determining positive and negative decisions in these patients should be performed with caution.

研究目的本研究的目的是验证[18F] 氟替美托淀粉样蛋白正电子发射断层扫描(PET)图像视觉评分的一致性,并研究每位评分者的一致性与Centiloid(CL)量表之间的相关性:共有 192 名参与者参与了这项研究,他们在临床上被归类为认知正常(CN)(n = 59)、轻度认知障碍(MCI)(n = 65)、阿尔茨海默病(AD)(n = 55)或非 AD 痴呆(n = 13)。三位专家对所有 192 名患者的淀粉样蛋白 PET 图像进行了目测评分,并对每个评分按三点评分法(确定、可能或都不是)给出了置信度。淀粉样蛋白 PET 结果的阳性或阴性判定由多数票决定。CL值使用CapAIBL管道计算:总体而言,101 张图像被确定为阳性,91 张图像为阴性。在 101 张阳性图像中,三位评分员完全一致的有 92 张,不一致的有 9 张。在 91 张阴性图像中,三位评分员完全一致的有 75 张,不一致的有 16 张。三位专家之间的相互信度特别高,弗莱斯卡帕和康格卡帕均为 0.83(0.76-0.89)。一致肯定组的 CL 值明显高于其他组,而一致否定组的 CL 值明显低于其他组。评分者意见不一的图像的 CL 值介于两者之间。在置信度较高的情况下,正面或负面的视觉评分几乎完全一致。然而,随着置信度的降低,专家的视觉评分也变得更加多变。置信度越低,视觉评级不一致的案例数量越多:结论:三位专家对 192 张淀粉样蛋白 PET 图像进行了独立评分,达到了较高的互评一致水平。然而,在淀粉样蛋白中度积聚的患者中,目测评分存在差异。因此,在确定这些患者的阳性和阴性判定时应谨慎。
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引用次数: 0
Assessing osteoporosis and bone mineral density through 18F-NaF uptake at lumbar spine 通过腰椎的 18F-NaF 摄取评估骨质疏松症和骨矿物质密度。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-09-24 DOI: 10.1007/s12149-024-01982-w
Jinquan Huang, Jingze Li, Zuguo Li, Jie Qin, Xingyu Mu, Wei Fu

Objectives

The use of 18F-Sodium fluoride (NaF) PET/CT is established in the detection of metastatic bone disease, yet its utility in osteoporosis remains underexplored. This research aims to assess the variations in 18F-NaF uptake among individuals with differing bone mineral density (BMD) and to examine the relationship between 18F-NaF uptake and BMD.

Methods

In this retrospective study, 199 patients (average age 56 ± 6, comprising 52 males and 147 females) with a history of cancer were analyzed. Each participant underwent both 18F-NaF PET/CT and lumbar dual-energy X-ray absorptiometry (DXA) scans within a span of 7 days. Based on DXA outcomes, patients and their lumbar vertebrae were categorized into normal BMD, osteopenia, and osteoporosis groups. The lumbar 18F-NaF uptake across these groups were compared, and to explore the association between lumbar standardized uptake values (SUV) values and BMD. The efficacy of 18F-NaF uptake in diagnosing osteoporosis or osteopenia was also evaluated. Analysis was conducted using Mann–Whitney U tests, Spearman regression, and receiver operating characteristic (ROC) curve analysis through GraphPad Prism 10.0.

Results

A total of 796 lumbar vertebrae from 199 patients were measured. It was observed that osteoporotic patients had significantly lower 18F-NaF uptake than those with osteopenia and normal BMD across the L1–L4 lumbar vertebrae (P < 0.0001). In a vertebra-based analysis, normal BMD vertebrae exhibited the highest maximum SUV(SUVmax) compared to osteopenic (8.13 ± 1.28 vs. 6.61 ± 1.01, P < 0.0001) and osteoporotic vertebrae (8.13 ± 1.28 vs. 4.82 ± 1.01, P < 0.0001). There was a positive correlation between lumbar 18F-NaF uptake and BMD across all vertebrae, with correlation coefficients exceeding 0.5 (range: 0.57–0.8). The area under the ROC curve values were notably high, at 0.96 for osteoporosis and 0.83 for osteopenia diagnosis.

Conclusion

This study demonstrates distinct 18F-NaF uptake patterns among individuals with varying BMD levels, with a positive correlation between 18F-NaF uptake and BMD. These findings highlight the potential of 18F-NaF PET/CT as a supportive diagnostic method in the management of osteoporosis.

目的:18F-氟化钠(NaF)PET/CT已被用于检测转移性骨病,但其在骨质疏松症中的应用仍未得到充分探索。本研究旨在评估不同骨矿密度(BMD)个体的 18F-NaF 摄取量差异,并探讨 18F-NaF 摄取量与 BMD 之间的关系:在这项回顾性研究中,分析了 199 名有癌症病史的患者(平均年龄 56 ± 6 岁,其中男性 52 人,女性 147 人)。每位受试者都在 7 天内接受了 18F-NaF PET/CT 和腰椎双能 X 光吸收测量(DXA)扫描。根据 DXA 的结果,患者及其腰椎被分为 BMD 正常组、骨质疏松组和骨质疏松症组。比较这些组别的腰椎18F-NaF摄取量,并探讨腰椎标准化摄取值(SUV)与BMD之间的关联。此外,还评估了 18F-NaF 摄取在诊断骨质疏松症或骨质疏松症方面的功效。分析采用 Mann-Whitney U 检验、Spearman 回归和 GraphPad Prism 10.0 的接收器操作特征曲线(ROC)分析:共测量了 199 名患者的 796 块腰椎骨。结果发现,与骨质疏松患者(8.13 ± 1.28 vs. 6.61 ± 1.01,P)相比,骨质疏松患者在 L1-L4 腰椎骨上的 18F-NaF 摄取量明显低于骨质疏松患者和 BMD 正常者(P 最大值),相关系数超过 0.5(范围:0.57-0.8)。ROC 曲线下面积值明显较高,骨质疏松症诊断为 0.96,骨质疏松症诊断为 0.83:这项研究表明,不同骨密度水平的人有不同的 18F-NaF 摄取模式,18F-NaF 摄取与骨密度呈正相关。这些发现凸显了 18F-NaF PET/CT 作为骨质疏松症管理辅助诊断方法的潜力。
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引用次数: 0
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Annals of Nuclear Medicine
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