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PET imaging of alpha-synuclein: from radiotracer design through in vitro and in vivo translation. α -突触核蛋白的PET成像:从放射性示踪剂设计到体外和体内翻译。
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-21 DOI: 10.1007/s00259-025-07695-0
Anna Pees,Ann-Kathrin Grotegerd,Daniel Bleher,Kristina Herfert,Neil Vasdev
The development of positron emission tomography (PET) tracers targeting α-synuclein (α-syn) aggregates remains a major challenge in PET imaging of neurodegenerative diseases. This review provides a comprehensive overview of the recent advances, key obstacles, and aims to give future directions for the development of α-syn PET tracers. The first part of the review focuses on the experimental strategies to develop potential α-syn PET ligands. We overview the differences between various types of α-syn fibrils, including preformed fibrils and patient-derived fibrils, and methods such as solid-state nuclear magnetic resonance and cryogenic electron microscopy used for structure elucidation of the fibrils. Furthermore, the review summarizes the techniques for the assessment of ligand binding to α-syn, such as fibril binding assays (competition and saturation binding assays), macro- and microautoradiography, and alternative methods like surface plasmon resonance and biolayer interferometry. Determination of pharmacokinetics and metabolism are likewise important steps in α-syn tracer development, and hurdles and merits of in vitro and in vivo methods are contemplated, in the context of translation to in vivo evaluation in fibril-inoculated and transgenic animal models. Finally, off-target binding of tracer candidates is described, which still remains one of the major pitfalls of α-syn-targeting PET tracers. The second part of the review overviews all small molecule α-syn PET tracers developed since 2022, highlighting their progress, current limitations, and future directions for achieving clinically viable α-syn PET imaging agents.
针对α-突触核蛋白(α-syn)聚集体的正电子发射断层扫描(PET)示踪剂的开发仍然是神经退行性疾病PET成像的主要挑战。本文综述了α-syn PET示踪剂的最新进展、主要障碍,并对其未来的发展方向进行了展望。第一部分综述了开发α-syn PET配体的实验策略。我们概述了不同类型的α-syn原纤维之间的差异,包括预制原纤维和患者来源的原纤维,以及固态核磁共振和低温电子显微镜等方法用于原纤维的结构分析。此外,综述了评价配体与α-syn结合的技术,如纤维结合分析(竞争和饱和结合分析),宏观和微观放射自显影,以及表面等离子体共振和生物层干涉测量等替代方法。在α-syn示踪剂的开发中,药代动力学和代谢的测定同样是重要的步骤,在原纤维接种和转基因动物模型的体内评价中,考虑了体外和体内方法的障碍和优点。最后,描述了候选示踪剂的脱靶结合,这仍然是α-syn靶向PET示踪剂的主要缺陷之一。第二部分综述了自2022年以来开发的所有小分子α-syn PET示踪剂,重点介绍了它们的进展、当前的局限性以及实现临床可行的α-syn PET显像剂的未来方向。
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引用次数: 0
Impact of carbon-ion radiotherapy on tumor hypoxia detected by 18F-FMISO PET/CT in locally advanced non-small cell lung cancer. 碳离子放疗对18F-FMISO PET/CT局部晚期非小细胞肺癌肿瘤缺氧的影响
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-20 DOI: 10.1007/s00259-025-07702-4
Jian Chen, Jingyi Cheng, Ningyi Ma, Jingfang Mao, Kai-Liang Wu, Guo-Liang Jiang

Purpose: The study aimed to assess the impact of carbon-ion radiotherapy (CIRT) on intratumoral hypoxia in patients with locally advanced non-small cell lung cancer (LA-NSCLC) and the predictive value of 18F-fluoromisonidazole (FMISO) and 18F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT).

Methods: We retrospectively analyzed patients with stage IIB-IIIC NSCLC treated with CIRT who underwent baseline 18F-FMISO and 18F-FDG PET/CT and post-CIRT 18F-FMISO PET/CT. Regions of interest (ROIs) with a diameter ≥ 3 cm were analyzed. An ROI was defined as hypoxia with a tumor-to-muscle ratio (TMR) ≥ 1.4 on 18F-FMISO PET/CT. Survival outcomes were evaluated using Kaplan-Meier curves, and group comparisons were performed using Log-rank test.

Results: Thirty-seven eligible patients with 42 ROIs were included. Significant reductions in all 18F-FMISO parameters were observed after CIRT. ROIs with or without pre-CIRT hypoxia achieved similar local control (LC, with vs. without hypoxia: 75.5% vs. 85.5%, p = 0.799). The overlap ratios of hypoxic volumes between pre-/post-CIRT were 58.13%-81.34%. The combination of 18F-FDG uptake and post-CIRT hypoxia status demonstrated the strongest predictive value for LC (high vs. low uptake: 46.8% vs. 95.8%, p = 0.0004) with the highest area under the receiver operating characteristic curve (0.783, p = 0.01) among all evaluated combinations.

Conclusion: Tumor hypoxia detected by 18F-FMISO PET/CT was significantly decreased after CIRT in patients with LA-NSCLC. Similar LC was achieved in patients with or without pre-CIRT hypoxia, while post-CIRT hypoxia clearance resulted in a non-significant trend toward improved LC. Combining 18F-FMISO and 18F-FDG PET/CT might provide enhanced prognostic value. Further investigation is warranted to explore individualized CIRT dose painting strategies guided by multi-tracer PET/CT imaging.

目的:本研究旨在评估碳离子放疗(CIRT)对局部晚期非小细胞肺癌(LA-NSCLC)患者瘤内缺氧的影响以及18f -氟米唑(FMISO)和18f -氟脱氧葡萄糖(FDG)正电子发射断层扫描/计算机断层扫描(PET/CT)的预测价值。方法:我们回顾性分析了接受CIRT治疗的IIB-IIIC期非小细胞肺癌患者,这些患者基线接受18F-FMISO和18F-FDG PET/CT检查,CIRT后接受18F-FMISO PET/CT检查。对直径≥3cm的感兴趣区域(roi)进行分析。ROI定义为缺氧,18F-FMISO PET/CT显示肿瘤与肌肉比(TMR)≥1.4。生存结果采用Kaplan-Meier曲线评价,组间比较采用Log-rank检验。结果:纳入37例符合条件的42例roi患者。CIRT后观察到所有18F-FMISO参数显著降低。有或没有cirt前缺氧的roi获得了相似的局部控制(LC,有和没有缺氧:75.5%对85.5%,p = 0.799)。cirt前后缺氧容积重叠率为58.13% ~ 81.34%。在所有评估的组合中,18F-FDG摄取和cirt后缺氧状态的组合对LC的预测价值最强(高摄取vs低摄取:46.8% vs 95.8%, p = 0.0004),受试者工作特征曲线下面积最大(0.783,p = 0.01)。结论:LA-NSCLC患者经CIRT后,18F-FMISO PET/CT检测到的肿瘤缺氧明显降低。在有或没有cirt前缺氧的患者中也实现了类似的LC,而cirt后缺氧清除导致LC改善的趋势不显著。结合18F-FMISO和18F-FDG PET/CT可能提供更高的预后价值。有必要进一步研究在多示踪PET/CT成像指导下的个体化CIRT剂量绘制策略。
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引用次数: 0
Comparative evaluation of [68Ga]Ga-FAP-2286 and [18F]FDG PET/CT in breast cancer and initial experience with [177Lu]Lu-FAP-2286 therapy. [68Ga]Ga-FAP-2286与[18F]FDG PET/CT在乳腺癌中的对比评价及[177Lu]Lu-FAP-2286治疗的初步经验。
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-19 DOI: 10.1007/s00259-026-07766-w
Wei Liu,Na Zhang,Wenlu Zheng,Tingting Xu,Dong Huang,Zhiqiao Liu,Yue Chen
OBJECTIVEBreast cancer is the most common malignancy among women and remains the leading cause of cancer-related death in this population. Radionuclide-based diagnostic and therapeutic approaches have emerged as effective and low-risk strategies for management of breast cancer. This study aimed to evaluate the diagnostic performance of [68Ga]Ga-FAP-2286 PET/CT compared with [18F]FDG PET/CT, and to provide a preliminary assessment of the clinical potential of [¹⁷⁷Lu]Lu-FAP-2286 radionuclide therapy in patients with advanced breast cancer.METHODSA total of twenty patients with clinically suspected recurrent or metastatic breast cancer were prospectively enrolled. All participants underwent both [18F]FDG PET/CT and [68Ga]Ga-FAP-2286 PET/CT imaging within one week. The positivity rate of lesions, maximum standardized uptake value (SUVmax), and tumor-to-background ratio (TBR) were compared between the two imaging modalities across different involved organs. In addition, four patients received a single cycle of [¹⁷⁷Lu]Lu-FAP-2286 radionuclide therapy, and were followed for 4 months to assess therapeutic response and safety.RESULTSThe total number of lesions detected by [68Ga]Ga-FAP-2286 PET/CT was significantly higher than that detected by [18F]FDG PET/CT (85.4% vs. 70.5%, P < 0.001). This superiority was particularly evident for hepatic metastases (94.7% vs. 68.9%, P < 0.001) and bone metastases (85.8% vs. 66.4%, P < 0.001). In contrast, both modalities demonstrated comparable sensitivity in identifying primary breast tumors (100% vs. 100%), regional lymph node metastases (85.4% vs. 81.4%, P = 0.388), and distant lymph node metastases (84.2% vs. 75.0%, P = 0.159). With respect to semiquantitative parameters, [68Ga]Ga-FAP-2286 PET/CT demonstrated significantly higher uptake in bone metastases than [18F]FDG PET/CT (SUVmax: 8.7 ± 3.9 vs. 6.7 ± 2.8, P = 0.002; TBR: 5.4 ± 2.2 vs. 3.8 ± 1.3, P < 0.001). However, for primary tumors, regional lymph nodes, distant lymph nodes, pulmonary metastases, and hepatic metastases, no statistically significant differences in SUVmax or TBR values were observed between the two tracers (all P > 0.05). [177Lu]Lu-FAP-2286 demonstrated sustained high tumor uptake up to 168 h post-injection. In the four treated patients, the mean absorbed doses to tumor lesions were 0.21 ± 0.09, 0.27 ± 0.14, 0.14 ± 0.05, and 1.02 ± 0.30 Gy/GBq, respectively. Notably, in one patient, the total absorbed dose for all tumor lesions reached 54.23 Gy/GBq at 168 h. No grade III or IV adverse events were observed, and three of four patients exhibited stable disease (SD) on follow-up.CONCLUSION[68Ga]Ga-FAP-2286 appears to be a promising imaging agent for breast cancer, while [177Lu]Lu-FAP-2286 may represent a potential therapeutic option for patients with advanced disease.
目的:乳腺癌是女性中最常见的恶性肿瘤,也是该人群中癌症相关死亡的主要原因。基于放射性核素的诊断和治疗方法已成为治疗乳腺癌的有效和低风险策略。本研究旨在评估[68Ga]Ga-FAP-2286 PET/CT与[18F]FDG PET/CT的诊断性能,并初步评估[¹⁷⁷Lu]Lu- fap -2286放射性核素治疗晚期乳腺癌患者的临床潜力。方法前瞻性纳入20例临床疑似复发或转移性乳腺癌患者。所有参与者在一周内同时进行[18F]FDG PET/CT和[68Ga]Ga-FAP-2286 PET/CT成像。比较不同受累器官的病变阳性率、最大标准化摄取值(SUVmax)和肿瘤与背景比(TBR)。此外,4名患者接受了单周期的[¹⁷⁷Lu]Lu- fap -2286放射性核素治疗,并随访4个月以评估治疗反应和安全性。结果[68Ga]Ga-FAP-2286 PET/CT检出病灶总数明显高于[18F]FDG PET/CT检出病灶总数(85.4% vs. 70.5%, P 0.05)。[177Lu]Lu-FAP-2286在注射后持续高肿瘤摄取至168 h。4例患者肿瘤病灶的平均吸收剂量分别为0.21±0.09、0.27±0.14、0.14±0.05和1.02±0.30 Gy/GBq。值得注意的是,有1例患者在168 h时,所有肿瘤病变的总吸收剂量达到54.23 Gy/GBq。未观察到III级或IV级不良事件,随访时4例患者中有3例病情稳定(SD)。结论[68Ga]Ga-FAP-2286似乎是一种很有前景的乳腺癌显像剂,而[177Lu]Lu-FAP-2286可能是晚期乳腺癌患者的潜在治疗选择。
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引用次数: 0
Repeatability of semi-quantitative [68Ga]Ga-FAPI-46 PET/CT measurements in pancreatobiliary cancers: a test-retest study 半定量[68Ga]Ga-FAPI-46 PET/CT测量在胰胆癌中的可重复性:一项重测研究
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-16 DOI: 10.1007/s00259-025-07738-6
Rutger B. Henrar, Matthijs C. F. Cysouw, Xavier Palard-Novello, Lothar A. Schwarte, Pieter G. H. M. Raijmakers, Lioe-Fee de Geus-Oei, Alexander L. Vahrmeijer, Geert Kazemier, Albert D. Windhorst, Ronald Boellaard, Maqsood Yaqub, Daniela E. Oprea-Lager, Rutger-Jan Swijnenburg
Purpose Radiolabelled fibroblast activation protein inhibitors (FAPI) are promising molecular imaging tracers for the diagnosis and staging of pancreatobiliary cancer. To enable treatment response assessment with [ 68 Ga]Ga-FAPI-46, the day-to-day variability of its uptake must be defined. This study aimed to determine the repeatability of semi-quantitative [ 68 Ga]Ga-FAPI-46 PET/CT measurements in pancreatobiliary cancers. Methods Patients with pathologically confirmed pancreatobiliary cancer (pancreatic ductal adenocarcinoma (PDAC) or cholangiocarcinoma (CCA)) were included. Patients underwent two [ 68 Ga]Ga-FAPI-46 PET/CT scans, within 7 days, without any treatment before or between scans. Static long axial field-of-view (LAFOV) PET/CT scans were performed 60 min post-injection of [ 68 Ga]Ga-FAPI-46 (EARL2-compliant reconstruction). Suspected malignant lesions were semi-automatically delineated (local background-adjusted 50% isocontour of the peak standardised uptake value (SUV)) and semi-quantitative measurements were extracted (SUV mean , SUV peak and SUV max ). Tumour-to-background ratios (TBR) were also calculated. Repeatability was assessed using the repeatability coefficient (RC) and the intraclass correlation coefficient (ICC). Results Twelve patients were included (seven PDAC, three perihilar CCA and two intrahepatic CCA). The median injected dose was 216 MBq (interquartile range (IQR) 167–266 MBq) and the median uptake time was 60 min (range 60–68). In total, 70 FAPI-positive lesions were delineated. The RCs of SUV mean , SUV peak and SUV max were 23.7%, 23.9% and 29.8%, respectively. For the blood pool adjusted TBR mean , TBR peak and TBR max , the RC’s were 21.6%, 20.8% and 28.0%, respectively. All ICCs were above 0.98. Conclusion Semi-quantitative measurements of [ 68 Ga]Ga-FAPI-46 PET/CT have an excellent repeatability and can potentially be used in future studies to assess treatment response in pancreatobiliary cancers.
目的放射标记成纤维细胞活化蛋白抑制剂(FAPI)是一种很有前途的分子成像示踪剂,可用于胰胆癌的诊断和分期。为了能够使用[68 Ga]Ga- fapi -46进行治疗反应评估,必须定义其摄取的日常变异性。本研究旨在确定半定量[68 Ga]Ga- fapi -46 PET/CT测量在胰胆管癌中的可重复性。方法纳入经病理证实的胰胆管癌(胰管腺癌(PDAC)或胆管癌(CCA)患者。患者在7天内进行了两次[68 Ga]Ga- fapi -46 PET/CT扫描,扫描前或扫描之间没有任何治疗。注射[68 Ga]Ga- fapi -46 (EARL2-compliant reconstruction)后60分钟进行静态长轴视场(LAFOV) PET/CT扫描。对疑似恶性病变进行半自动圈定(局部背景调整为峰值标准化摄取值(SUV)的50%等高线),并提取半定量测量值(SUV均值、SUV峰值和SUV最大值)。同时计算肿瘤背景比(TBR)。采用重复性系数(Repeatability coefficient, RC)和类内相关系数(intraclass correlation coefficient, ICC)评价重复性。结果共纳入12例患者(7例PDAC, 3例肝门周围CCA, 2例肝内CCA)。中位注射剂量为216 MBq(四分位数范围(IQR) 167-266 MBq),中位摄取时间为60 min(范围60 - 68)。共划定了70个fapi阳性病变。SUV均值、SUV峰值和SUV max的rc分别为23.7%、23.9%和29.8%。血池调整TBR平均值、TBR峰值和TBR最大值RC值分别为21.6%、20.8%和28.0%。所有icc均在0.98以上。结论[68 Ga]Ga- fapi -46 PET/CT的半定量测量具有良好的可重复性,可在未来的研究中用于评估胰胆癌的治疗反应。
{"title":"Repeatability of semi-quantitative [68Ga]Ga-FAPI-46 PET/CT measurements in pancreatobiliary cancers: a test-retest study","authors":"Rutger B. Henrar, Matthijs C. F. Cysouw, Xavier Palard-Novello, Lothar A. Schwarte, Pieter G. H. M. Raijmakers, Lioe-Fee de Geus-Oei, Alexander L. Vahrmeijer, Geert Kazemier, Albert D. Windhorst, Ronald Boellaard, Maqsood Yaqub, Daniela E. Oprea-Lager, Rutger-Jan Swijnenburg","doi":"10.1007/s00259-025-07738-6","DOIUrl":"https://doi.org/10.1007/s00259-025-07738-6","url":null,"abstract":"Purpose Radiolabelled fibroblast activation protein inhibitors (FAPI) are promising molecular imaging tracers for the diagnosis and staging of pancreatobiliary cancer. To enable treatment response assessment with [ <jats:sup>68</jats:sup> Ga]Ga-FAPI-46, the day-to-day variability of its uptake must be defined. This study aimed to determine the repeatability of semi-quantitative [ <jats:sup>68</jats:sup> Ga]Ga-FAPI-46 PET/CT measurements in pancreatobiliary cancers. Methods Patients with pathologically confirmed pancreatobiliary cancer (pancreatic ductal adenocarcinoma (PDAC) or cholangiocarcinoma (CCA)) were included. Patients underwent two [ <jats:sup>68</jats:sup> Ga]Ga-FAPI-46 PET/CT scans, within 7 days, without any treatment before or between scans. Static long axial field-of-view (LAFOV) PET/CT scans were performed 60 min post-injection of [ <jats:sup>68</jats:sup> Ga]Ga-FAPI-46 (EARL2-compliant reconstruction). Suspected malignant lesions were semi-automatically delineated (local background-adjusted 50% isocontour of the peak standardised uptake value (SUV)) and semi-quantitative measurements were extracted (SUV <jats:sub>mean</jats:sub> , SUV <jats:sub>peak</jats:sub> and SUV <jats:sub>max</jats:sub> ). Tumour-to-background ratios (TBR) were also calculated. Repeatability was assessed using the repeatability coefficient (RC) and the intraclass correlation coefficient (ICC). Results Twelve patients were included (seven PDAC, three perihilar CCA and two intrahepatic CCA). The median injected dose was 216 MBq (interquartile range (IQR) 167–266 MBq) and the median uptake time was 60 min (range 60–68). In total, 70 FAPI-positive lesions were delineated. The RCs of SUV <jats:sub>mean</jats:sub> , SUV <jats:sub>peak</jats:sub> and SUV <jats:sub>max</jats:sub> were 23.7%, 23.9% and 29.8%, respectively. For the blood pool adjusted TBR <jats:sub>mean</jats:sub> , TBR <jats:sub>peak</jats:sub> and TBR <jats:sub>max</jats:sub> , the RC’s were 21.6%, 20.8% and 28.0%, respectively. All ICCs were above 0.98. Conclusion Semi-quantitative measurements of [ <jats:sup>68</jats:sup> Ga]Ga-FAPI-46 PET/CT have an excellent repeatability and can potentially be used in future studies to assess treatment response in pancreatobiliary cancers.","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"5 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Granzyme B PET/CT predicts chemo-immunotherapy outcomes in microsatellite stable gastric cancers 颗粒酶B PET/CT预测微卫星稳定型胃癌的化学免疫治疗结果
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-16 DOI: 10.1007/s00259-025-07734-w
Qiufang Liu, Ziyi Yang, Jianping Zhang, Jindian Li, Ying Qiao, Silong Hu, Xiaosheng Liu, Xiaoping Xu, Shaoli Song
{"title":"Granzyme B PET/CT predicts chemo-immunotherapy outcomes in microsatellite stable gastric cancers","authors":"Qiufang Liu, Ziyi Yang, Jianping Zhang, Jindian Li, Ying Qiao, Silong Hu, Xiaosheng Liu, Xiaoping Xu, Shaoli Song","doi":"10.1007/s00259-025-07734-w","DOIUrl":"https://doi.org/10.1007/s00259-025-07734-w","url":null,"abstract":"","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"101 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
High-resolution [18F]MK-6240 PET in Alzheimer’s disease 高分辨率[18F]MK-6240 PET在阿尔茨海默病中的应用
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-16 DOI: 10.1007/s00259-025-07743-9
Greet Vanderlinden, Mathieu Vandenbulcke, Koen Van Laere
{"title":"High-resolution [18F]MK-6240 PET in Alzheimer’s disease","authors":"Greet Vanderlinden, Mathieu Vandenbulcke, Koen Van Laere","doi":"10.1007/s00259-025-07743-9","DOIUrl":"https://doi.org/10.1007/s00259-025-07743-9","url":null,"abstract":"","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"60 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Development and external validation of a FDG PET-based radiomics model predicting occult lymph node metastasis in non-small cell lung cancer patients. 基于FDG pet的预测非小细胞肺癌患者隐匿淋巴结转移的放射组学模型的建立和外部验证
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-16 DOI: 10.1007/s00259-025-07740-y
Vincent Bourbonne,P Lovinfosse,M Geier,R Le Pennec,R Abgral,K Pluchon,J N Choplain,B Duysinx,F Lallemand,Arnaud Uguen,R Hustinx,R Magwenzi,M Hatt,O Pradier,F Lucia
PURPOSE/OBJECTIVE(S)Accurate detection of occult lymph node metastasis (OLNM) in patients with localized non-small cell lung cancer (NSCLC) remains a clinical challenge. This study aimed to develop and validate a radiomics-based predictive model for OLNM.MATERIALS/METHODSA radiomics model (ModelPET) and a model (ModelCombined) combining radiomics and clinical features were developed using a retrospective monocentric cohort of localized NSCLC patients treated with surgery (Cohort A) and tested on an external cohort (Cohort B) of 112 localized NSCLC patients also treated with surgery (publicly available Radiogenomics cohort). The model was further assessed in an independent cohort of 488 patients with localized NSCLC who underwent definitive stereotactic body radiotherapy (SBRT) (Cohort C) using regional relapse free survival (RRFS) as a surrogate for OLNM. Radiomic features were extracted from pre-treatment FDG PET and combined to predict OLNM using a multilayer perceptron approach.RESULTSIn the training cohort, the ModelPET and ModelCombined achieved AUCs of 0.92/0.99 and balanced accuracies (Bacc) of 80.0%/85.3%, respectively. In the Cohort B, the ModelPET and ModelCombined resulted in AUCs of 0.73/0.67 and Baccs of 71.2%/51.7%, respectively. In the Cohort C, the predicted OLNM risk based on ModelPET was significantly associated with worse RFFS (HR 1.60 95% CI 1.03-2.48, p = 0.04). The ModelCombined was not associated with survival outcomes (p > 0.05).CONCLUSIONThis study presents a radiomics-based predictive model for OLNM in localized NSCLC, validated across several retrospective independent cohorts. Subject to a prospective evaluation, the model could be used to refine clinical decision-making.
目的/目的(S)准确检测局限性非小细胞肺癌(NSCLC)患者的隐匿性淋巴结转移(OLNM)仍然是一个临床挑战。本研究旨在开发和验证基于放射组学的OLNM预测模型。材料/方法:采用手术治疗的局部NSCLC患者的回顾性单中心队列(队列a)建立放射组学模型(ModelPET)和结合放射组学和临床特征的模型(ModelCombined),并在112例也接受手术治疗的局部NSCLC患者的外部队列(队列B)中进行测试(公开可用的放射基因组学队列)。该模型在488例局部NSCLC患者的独立队列中进一步进行了评估,这些患者接受了明确的立体定向放疗(SBRT)(队列C),使用区域无复发生存率(RRFS)作为OLNM的替代指标。从预处理的FDG PET中提取放射学特征,并使用多层感知器方法结合预测OLNM。结果在训练队列中,ModelPET和modelcombination的auc分别为0.92/0.99,平衡准确率(Bacc)分别为80.0%/85.3%。在队列B中,ModelPET和ModelCombined的auc分别为0.73/0.67,bacc分别为71.2%/51.7%。在队列C中,基于ModelPET预测的OLNM风险与较差的RFFS显著相关(HR 1.60 95% CI 1.03-2.48, p = 0.04)。ModelCombined与生存结果无相关性(p < 0.05)。本研究提出了一种基于放射组学的局部NSCLC OLNM预测模型,并在多个回顾性独立队列中得到验证。经过前瞻性评估,该模型可用于改进临床决策。
{"title":"Development and external validation of a FDG PET-based radiomics model predicting occult lymph node metastasis in non-small cell lung cancer patients.","authors":"Vincent Bourbonne,P Lovinfosse,M Geier,R Le Pennec,R Abgral,K Pluchon,J N Choplain,B Duysinx,F Lallemand,Arnaud Uguen,R Hustinx,R Magwenzi,M Hatt,O Pradier,F Lucia","doi":"10.1007/s00259-025-07740-y","DOIUrl":"https://doi.org/10.1007/s00259-025-07740-y","url":null,"abstract":"PURPOSE/OBJECTIVE(S)Accurate detection of occult lymph node metastasis (OLNM) in patients with localized non-small cell lung cancer (NSCLC) remains a clinical challenge. This study aimed to develop and validate a radiomics-based predictive model for OLNM.MATERIALS/METHODSA radiomics model (ModelPET) and a model (ModelCombined) combining radiomics and clinical features were developed using a retrospective monocentric cohort of localized NSCLC patients treated with surgery (Cohort A) and tested on an external cohort (Cohort B) of 112 localized NSCLC patients also treated with surgery (publicly available Radiogenomics cohort). The model was further assessed in an independent cohort of 488 patients with localized NSCLC who underwent definitive stereotactic body radiotherapy (SBRT) (Cohort C) using regional relapse free survival (RRFS) as a surrogate for OLNM. Radiomic features were extracted from pre-treatment FDG PET and combined to predict OLNM using a multilayer perceptron approach.RESULTSIn the training cohort, the ModelPET and ModelCombined achieved AUCs of 0.92/0.99 and balanced accuracies (Bacc) of 80.0%/85.3%, respectively. In the Cohort B, the ModelPET and ModelCombined resulted in AUCs of 0.73/0.67 and Baccs of 71.2%/51.7%, respectively. In the Cohort C, the predicted OLNM risk based on ModelPET was significantly associated with worse RFFS (HR 1.60 95% CI 1.03-2.48, p = 0.04). The ModelCombined was not associated with survival outcomes (p > 0.05).CONCLUSIONThis study presents a radiomics-based predictive model for OLNM in localized NSCLC, validated across several retrospective independent cohorts. Subject to a prospective evaluation, the model could be used to refine clinical decision-making.","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"63 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145986397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Prognostic value of baseline [68Ga]Ga‑DOTA‑NOC PET/CT in paediatric neuroblastoma. 基线[68Ga]Ga‑DOTA‑NOC PET/CT在小儿神经母细胞瘤中的预后价值。
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-16 DOI: 10.1007/s00259-025-07745-7
Qinfeng Xu,Yueran Chen,Jieping Song,Wanhua Guo,Guoqiang Shao
PURPOSETo evaluate the prognostic value of baseline [68Ga]Ga-DOTA-NOC PET/CT-derived volumetric and uptake parameters in paediatric neuroblastoma patients.METHODSSixty‑five newly diagnosed patients underwent baseline [68Ga]Ga‑DOTA‑NOC PET/CT. Primary‑tumour and whole‑body metrics were measured: SUVmax, SUVmean, SUVpeak (standardized uptake values), Gross Tumour Volume (GTV), and Total Lesion NOC (TL‑NOC). Cox regression evaluated predictors of progression‑free survival (PFS) and overall survival (OS).RESULTSOver a median 30‑month follow‑up (range 10-51), 20 progressed and 11 died. High‑risk cases (n = 38) had higher uptake and volumes than non high‑risk (n = 27): primary‑tumour and whole‑body SUVmax (p = 0.006 and 0.001); primary‑tumour SUVpeak (p = 0.013); whole‑body TL‑NOC(p = 0.001) and GTV (p = 0.016). On multivariable Cox analysis, primary‑tumour SUVmax (HR = 1.07, 95% CI: 1.02-1.12, P = 0.005) and SUVpeak (HR = 1.06, 95% CI: 1.01-1.11, P = 0.025), as well as whole‑body TL‑NOC (per 100 SUV × cm3; HR = 1.03, 95% CI: 1.01-1.05, P = 0.013), remained independently associated with PFS, whereas whole‑body TL‑NOC (per 100 SUV × cm3; HR = 1.07, 95% CI: 1.03-1.10, P = 0.001), whole‑body GTV (per 50 cm3; HR = 1.08, 95% CI: 1.01-1.16, P = 0.028) and primary‑tumour TL‑NOC (per 100 SUV × cm3; HR = 1.08, 95% CI: 1.01-1.15, P = 0.026) were independent predictors of OS. A whole‑body TL‑NOC > 1357.05 SUV × cm3 identified patients with significantly worse PFS and OS.CONCLUSIONParameters derived from [68Ga]Ga‑DOTA‑NOC PET/CT, especially whole‑body TL‑NOC, are independent predictors of PFS and OS in neuroblastoma, supporting their use for risk stratification.
目的评价基线[68Ga]Ga-DOTA-NOC PET/ ct衍生的体积和摄取参数在小儿神经母细胞瘤患者中的预后价值。方法65例新诊断患者行基线[68Ga]Ga‑DOTA‑NOC PET/CT检查。测量原发性肿瘤和全身指标:SUVmax、SUVmean、SUVpeak(标准化摄取值)、总肿瘤体积(GTV)和总病变NOC (TL - NOC)。Cox回归评估无进展生存期(PFS)和总生存期(OS)的预测因子。结果中位随访30个月(范围10-51),20例进展,11例死亡。高危病例(n = 38)的吸收量和体积高于非高危病例(n = 27):原发肿瘤和全身SUVmax (p = 0.006和0.001);原发性肿瘤SUVpeak (p = 0.013);整个身体- TL - NOC (p = 0.001)和制造中心(p = 0.016)。在多变量Cox分析、主-肿瘤SUVmax (HR = 1.07, 95%置信区间CI: 1.02 - -1.12, P = 0.005)和SUVpeak (HR = 1.06, 95%置信区间CI: 1.01 - -1.11, P = 0.025),以及整个身体- TL - NOC(每100 SUV×立方厘米;HR = 1.03, 95%置信区间CI: 1.01 - -1.05, P = 0.013),保持独立与PFS有关,而整个身体- TL - NOC(每100 SUV×立方厘米;HR = 1.07, 95%置信区间CI: 1.03 - -1.10, P = 0.001),整个身体-制造(每50立方厘米;HR = 1.08, 95%置信区间CI: 1.01 - -1.16, P = 0.028)和主-肿瘤TL - NOC(每100 SUV×立方厘米;HR = 1.08, 95% CI: 1.01-1.15, P = 0.026)是OS的独立预测因子。全身TL - NOC > 1357.05 SUV × cm3鉴定出PFS和OS明显恶化的患者。结论[68Ga]Ga‑DOTA‑NOC PET/CT参数,尤其是全身TL‑NOC,是神经母细胞瘤PFS和OS的独立预测因子,支持其用于风险分层。
{"title":"Prognostic value of baseline [68Ga]Ga‑DOTA‑NOC PET/CT in paediatric neuroblastoma.","authors":"Qinfeng Xu,Yueran Chen,Jieping Song,Wanhua Guo,Guoqiang Shao","doi":"10.1007/s00259-025-07745-7","DOIUrl":"https://doi.org/10.1007/s00259-025-07745-7","url":null,"abstract":"PURPOSETo evaluate the prognostic value of baseline [68Ga]Ga-DOTA-NOC PET/CT-derived volumetric and uptake parameters in paediatric neuroblastoma patients.METHODSSixty‑five newly diagnosed patients underwent baseline [68Ga]Ga‑DOTA‑NOC PET/CT. Primary‑tumour and whole‑body metrics were measured: SUVmax, SUVmean, SUVpeak (standardized uptake values), Gross Tumour Volume (GTV), and Total Lesion NOC (TL‑NOC). Cox regression evaluated predictors of progression‑free survival (PFS) and overall survival (OS).RESULTSOver a median 30‑month follow‑up (range 10-51), 20 progressed and 11 died. High‑risk cases (n = 38) had higher uptake and volumes than non high‑risk (n = 27): primary‑tumour and whole‑body SUVmax (p = 0.006 and 0.001); primary‑tumour SUVpeak (p = 0.013); whole‑body TL‑NOC(p = 0.001) and GTV (p = 0.016). On multivariable Cox analysis, primary‑tumour SUVmax (HR = 1.07, 95% CI: 1.02-1.12, P = 0.005) and SUVpeak (HR = 1.06, 95% CI: 1.01-1.11, P = 0.025), as well as whole‑body TL‑NOC (per 100 SUV × cm3; HR = 1.03, 95% CI: 1.01-1.05, P = 0.013), remained independently associated with PFS, whereas whole‑body TL‑NOC (per 100 SUV × cm3; HR = 1.07, 95% CI: 1.03-1.10, P = 0.001), whole‑body GTV (per 50 cm3; HR = 1.08, 95% CI: 1.01-1.16, P = 0.028) and primary‑tumour TL‑NOC (per 100 SUV × cm3; HR = 1.08, 95% CI: 1.01-1.15, P = 0.026) were independent predictors of OS. A whole‑body TL‑NOC > 1357.05 SUV × cm3 identified patients with significantly worse PFS and OS.CONCLUSIONParameters derived from [68Ga]Ga‑DOTA‑NOC PET/CT, especially whole‑body TL‑NOC, are independent predictors of PFS and OS in neuroblastoma, supporting their use for risk stratification.","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"39 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145986395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Systematic evaluation of response and adverse events in mCRPC patients treated with different combinations of [225Ac]Ac/[177Lu]Lu-PSMA-therapy. 不同组合[225Ac]Ac/[177Lu] lu - psma治疗mCRPC患者的反应和不良事件的系统评价
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-14 DOI: 10.1007/s00259-025-07744-8
Gabriel T Sheikh,Sophie C Siegmund,Liam Widjaja,Sarah L Takayama Fouladgar,Astrid Delker,Jozefina Casuscelli,Lena M Unterrainer,Rudolf A Werner,Mathias J Zacherl
PURPOSE225Ac-Targeted alpha therapy is a potent and promising option for patients with metastatic castration-resistant prostate cancer (mCRPC) and failure of guideline-based therapies and 177Lu-PSMA-radioligand therapy. Unfortunately, side effects associated with TAT can significantly affect quality of life. A combination treatment regimen adding 177Lu and reducing 225Ac activities may mitigate side effects while preserving sufficient anti-tumour efficacy. We therefore evaluated different combinations [225Ac]Ac-/[177Lu]Lu-PSMA-I&T (ALCT) with regard to response and adverse events.METHODSA total of 19 consecutive patients treated with ALCT on compassionate use basis at our department were evaluated. Patients were divided into two different subgroups, depending on the 225Ac/177Lu-activity administered: group 1 (Gr1) received 4MBq and 4000MBq, group 2 (Gr2) 8 MBq and 1000MBq per therapy cycle, respectively. Laboratory (PSA, ALP, LDH, Hb, Lc, Tc, Crea) and imaging parameters on [18F]PSMA-1007-PET/CTs (TTV, SUVmax/mean) at baseline and after 2 cycles of therapy were evaluated for the total patient population as well as each therapy subgroup and statistically compared. Adverse events (xerostomia, anemia, leukopenia, thrombocytopenia, weight loss) were recorded. Response evaluation criteria in PSMA-PET/CT (RECIP 1.0) was used for response evaluation.RESULTSAccording to the RECIP composite classification, 4 of 10 (40%) of patients from Gr1 and 5 of 9 (56%) from Gr2 showed a partial response, while 4/10 (40%) and 2/9 (22%) of patients from Gr1 and 2, respectively, showed progressive disease. After 2 cycles of ALCT the following adverse events newly developed or worsened by at least one grade: anemia in 2/10 (20%) patients from Gr1 and 3/9 (33%) patients from Gr2; thrombocytopenia in 1/10 (10%) patients from Gr1; leukopenia in 4/10 (40%) from Gr1 and 2/9 (22%) from Gr2; weight loss in 1/10 (10%) from Gr1 and 2/9 (22%) from Gr2 and xerostomia in 3/10 (30%) from Gr1 and 5/9 (56%) from Gr2. There was no significant difference between the two groups in respect to absolute values after therapy or pre- and post-therapy difference in any of the laboratory or imaging parameters evaluated.CONCLUSIONAlthough no significant difference in response or adverse events could be found between the two treatment groups, ALCT with higher 225Ac-activities seems to favor a better outcome, albeit at the cost of a higher risk of xerostomia. ALCT with lower 225Ac activities may be a good choice when conserving salivary gland function and therefore quality of life is of higher concern, but renders more careful monitoring of blood values necessary.
目的:225ac靶向α治疗是转移性去势抵抗性前列腺癌(mCRPC)患者的一种有效且有希望的选择,并且基于指南的治疗和177lu - psma放射配体治疗失败。不幸的是,与TAT相关的副作用会显著影响生活质量。添加177Lu和降低225Ac活性的联合治疗方案可以减轻副作用,同时保持足够的抗肿瘤功效。因此,我们评估了不同组合[225Ac]Ac-/[177Lu]Lu-PSMA-I&T (ALCT)的反应和不良事件。方法对我院连续19例爱心使用ALCT患者进行评价。根据给予的225Ac/ 177lu活性,将患者分为两个不同的亚组:组1 (Gr1)每个治疗周期分别接受4MBq和4000MBq,组2 (Gr2)分别接受8mbq和1000MBq。评估患者总体及各治疗亚组基线及治疗2个周期后的实验室指标(PSA、ALP、LDH、Hb、Lc、Tc、Crea)及[18F]PSMA-1007-PET/ ct影像学参数(TTV、SUVmax/mean),并进行统计学比较。不良事件(口干、贫血、白细胞减少、血小板减少、体重减轻)均有记录。采用PSMA-PET/CT反应评价标准(RECIP 1.0)进行反应评价。结果根据RECIP综合分类,Gr1组10例患者中有4例(40%)出现部分缓解,Gr2组9例患者中有5例(56%)出现部分缓解,Gr1组和Gr2组分别有4/10(40%)和2/9(22%)出现疾病进展。2个ALCT周期后,以下不良事件新发生或加重至少一个级别:Gr1组2/10(20%)患者贫血,Gr2组3/9(33%)患者贫血;1/10 (10%) Gr1患者有血小板减少症;Gr1中4/10(40%)和Gr2中2/9(22%)的白细胞减少;Gr1和Gr2分别导致1/10(10%)和2/9(22%)体重减轻,Gr1和Gr2分别导致3/10(30%)和5/9(56%)口干。两组之间在治疗后的绝对值或任何实验室或影像学参数评估的治疗前后差异方面没有显著差异。结论:尽管两组治疗在疗效和不良事件方面没有显著差异,但具有较高225ac活性的ALCT似乎有利于更好的结果,尽管其代价是更高的口干风险。225Ac活性较低的ALCT可能是保存唾液腺功能的良好选择,因此生活质量更受关注,但需要更仔细地监测血值。
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引用次数: 0
Multicenter development and validation of a probability-based model to diagnose Lewy body disease using ¹²³I-meta-iodobenzylguanidine. 利用1²³i -间碘苄基胍诊断路易体病的概率模型的多中心开发和验证。
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-14 DOI: 10.1007/s00259-025-07706-0
Kenichi Nakajima,Junji Komatsu,Takeshi Matsumura,Satoshi Orimo,Mitsuhiro Yoshita,Viviana Frantellizzi,Maria Silvia De Feo,Gemma Greenfinch,Alan Thomas,Roberta Assante,Wanda Acampa,Naoki Shirasaki,Kunihiko Yokoyama,Hiroshi Wakabayashi,Moeko Noguchi-Shinohara,Kenjiro Ono,Seigo Kinuya
PURPOSEWe previously proposed that a probability-based sympathetic 123I-meta-iodobenzylguanidine (mIBG) index (SMILe) could distinguish the presence or absence of Lewy body disease (LBD) based on findings at a single center. However, whether the model would be useful in the real world remained uncertain. Therefore, we updated and evaluated its performance at five Japanese and three European institutions.METHODSWe compared data from 967 patients with suspected LBD with 62 controls from a normal database (NDB). Of 815 patients with guideline-based diagnoses, 483 had LBD (Parkinson disease [PD] or dementia with Lewy bodies [DLB]) and 332 did not have LBD. Heart-to-mediastinum (H/M) ratios were standardized using a phantom-based method. Logistic regression models included early and late H/M ratios, age, sex, and comorbidities. We assessed diagnostic performance using ROC analysis and cross-validation.RESULTSThe updated model discriminated LBD from other diseases (AUC for early and late H/M, 0.880 0.899, respectively). Age correction of H/M ratios based on the NDB did not improve accuracy. Median early H/M ratios [SMILe probability] were 3.09 [12.8%] for NDB, 2.57 [37.5%] for Alzheimer disease, 1.76 [84.7%] for PD, and 1.62 [89.0%] for DLB, with significantly lower H/M ratios and higher probabilities in PD and DLB compared with controls (p < 0.0001). Late-phase imaging added value mainly in intermediate borderline (30%-70%) situations. Coronary artery disease attenuated the diagnostic performance of SMILe.CONCLUSIONThe probability-based 123I-mIBG model reliably differentiated LBD from other diseases. Standardization among sites supports global applicability and reflects real-world clinical practice.
我们之前提出了基于概率的交感123i -间碘苄基胍(mIBG)指数(SMILe)可以根据单个中心的发现来区分路易体病(LBD)的存在与否。然而,该模型在现实世界中是否有用仍不确定。因此,我们更新并评估了它在5个日本机构和3个欧洲机构的表现。方法将967例疑似LBD患者的数据与62例正常数据库(NDB)的对照进行比较。在815例基于指南诊断的患者中,483例患有LBD(帕金森病[PD]或伴路易体痴呆[DLB]), 332例没有LBD。心脏与纵隔(H/M)比值采用基于幻像的方法标准化。Logistic回归模型包括早期和晚期的H/M比、年龄、性别和合并症。我们使用ROC分析和交叉验证来评估诊断表现。结果更新后的模型将LBD与其他疾病区分开来(早期和晚期H/M的AUC分别为0.880和0.899)。基于NDB的年龄校正没有提高精度。早期H/M比中位数[SMILe概率]NDB为3.09[12.8%],阿尔茨海默病为2.57 [37.5%],PD为1.76 [84.7%],DLB为1.62[89.0%],与对照组相比,PD和DLB的H/M比显著降低,概率较高(p < 0.0001)。晚期显像主要在中间边界(30%-70%)增加价值。冠状动脉疾病降低SMILe的诊断效能。结论基于概率的123I-mIBG模型可靠地将LBD与其他疾病区分开来。站点之间的标准化支持全球适用性,并反映现实世界的临床实践。
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引用次数: 0
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European Journal of Nuclear Medicine and Molecular Imaging
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