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Comments on Association between technetium-99 m albumin scintigraphy-based severity of protein-losing enteropathy and patient characteristics and laboratory data 基于锝- 99m白蛋白显像的蛋白丢失性肠病严重程度与患者特征和实验室数据的关系
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-10 DOI: 10.1007/s12149-025-02130-8
Memuna Jehan zeb, Anum Choudhry, Armoghan Ayub, Saba Mushtaq, Numan Abdullah
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引用次数: 0
Prognostic value of 18F-FDG PET/CT derived metabolic parameters in pediatric osteosarcoma. 18F-FDG PET/CT衍生代谢参数对儿童骨肉瘤的预后价值。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-10 DOI: 10.1007/s12149-025-02123-7
Başak Soydaş-Turan, Bilge Volkan-Salancı, Burça Aydın, Pınar Özgen Kıratlı

Objective: To investigate whether metabolic and volumetric 18F-FDG PET parameters are associated with histopathological response, metastatic disease at diagnosis, overall survival (OS), and progression-free survival (PFS) in pediatric osteosarcoma (OST) patients. Additionally, to compare absolute and relative threshold methods for metabolic tumor volume (MTV) calculation.

Methods: This single-center retrospective study included 26 pediatric OST patients who underwent 18F-FDG PET/CT at diagnosis and, when available, after neoadjuvant chemotherapy. SUVmax, SUVpeak, MTV, total lesion glycolysis (TLG) and anatomic tumor volume of the primary tumor, along with whole-body MTV (wb-MTV) and whole-body TLG encompassing all FDG-avid metastatic lesions, were measured and their percentage changes (∆) between PET scans were calculated. MTV and TLG were calculated using absolute (SUV 2.0) and relative (40% of tumor SUVmax) threshold methods.

Results: Baseline 18F-FDG PET parameters did not predict histopathological response. But, we found that ΔSUVmax, ΔMTV (2.0), ΔTLG (2.0), and ΔTLG (40%) were associated with histopathological response (p = 0.029). Although not statistically significant, patients with metastases had higher baseline SUVmax, SUVpeak, MTV (2.0), and TLG (2.0) values. Anatomic tumor volume did not differ between the metastatic and localized groups. Patients with wb-MTV (40%) > 137.5 had a significantly higher mortality risk (HR = 4.27, p = 0.017). Kaplan-Meier analysis revealed that patients with primary tumors exhibiting SUVmax > 5.56 and SUVpeak > 4.57 had significantly lower estimated 5-year OS rates (p = 0.036 and 0.029), even after excluding patients with metastasis at diagnosis.

Conclusions: ΔSUVmax, ΔMTV (2.0), ΔTLG (2.0), and ΔTLG (40%) were found to be associated with histopathologic response, suggesting that these changes may serve as predictors of histopathologic outcome. MTV (2.0) may be a more reliable indicator of tumor aggressiveness than anatomic tumor volume, as it tended to be higher in the metastatic group. Our finding suggests that using absolute threshold may better reflect tumor burden in primary lesions with high metabolic activity, whereas relative threshold may be more suitable for evaluating total tumor burden, including low 18F-FDG uptake metastases. Inferior survival outcome is associated with elevated baseline SUVmax and SUVpeak values persisted even when patients with metastatic disease were excluded, suggesting their potential prognostic value.

目的:探讨代谢和体积18F-FDG PET参数是否与儿童骨肉瘤(OST)患者的组织病理反应、诊断时的转移性疾病、总生存期(OS)和无进展生存期(PFS)相关。此外,比较计算代谢肿瘤体积(MTV)的绝对阈值法和相对阈值法。方法:这项单中心回顾性研究纳入了26例儿科OST患者,他们在诊断时接受了18F-FDG PET/CT检查,如果有的话,在新辅助化疗后进行了检查。测量原发肿瘤的SUVmax、SUVpeak、MTV、病灶总糖酵解(TLG)和解剖肿瘤体积,以及包括所有fdg转移灶的全身MTV (wb-MTV)和全身TLG,并计算其在PET扫描之间的百分比变化(∆)。MTV和TLG采用绝对(suv2.0)和相对(肿瘤SUVmax的40%)阈值法计算。结果:基线18F-FDG PET参数不能预测组织病理反应。但是,我们发现ΔSUVmax、ΔMTV(2.0)、ΔTLG(2.0)和ΔTLG(40%)与组织病理反应相关(p = 0.029)。虽然没有统计学意义,但转移患者的基线SUVmax、SUVpeak、MTV(2.0)和TLG(2.0)值较高。解剖肿瘤体积在转移组和局部组之间没有差异。wb-MTV(40%) > 137.5的患者死亡风险显著高于其他患者(HR = 4.27, p = 0.017)。Kaplan-Meier分析显示,即使在排除诊断时有转移的患者后,原发肿瘤SUVmax > 5.56和SUVpeak > 4.57的患者估计5年OS率也显著降低(p = 0.036和0.029)。结论:ΔSUVmax、ΔMTV(2.0)、ΔTLG(2.0)和ΔTLG(40%)与组织病理反应相关,提示这些变化可以作为组织病理结果的预测因子。MTV(2.0)可能是一个比解剖肿瘤体积更可靠的肿瘤侵袭性指标,因为它在转移组中往往更高。我们的研究结果表明,使用绝对阈值可以更好地反映高代谢活性原发病变的肿瘤负荷,而相对阈值可能更适合评估总肿瘤负荷,包括低18F-FDG摄取转移。较差的生存结果与基线SUVmax和SUVpeak值升高相关,即使排除了转移性疾病的患者,SUVmax和SUVpeak值仍然存在,这表明它们具有潜在的预后价值。
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引用次数: 0
Reply to the letter to the editor from Memuna Jehan zeb and colleagues 回复Memuna Jehan zeb和同事给编辑的信。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-10 DOI: 10.1007/s12149-025-02131-7
Takahiro Hosokawa
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引用次数: 0
Limitations of an (18)F-FDG PET/CT radiomic nomogram for predicting axillary response in breast cancer (18)F-FDG PET/CT放射谱图预测乳腺癌腋窝反应的局限性
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-10 DOI: 10.1007/s12149-025-02125-5
Kadri Altundag
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引用次数: 0
Development and validation of a LASSO-Based FDG PET/CT model for predicting colorectal adenoma in asymptomatic individuals undergoing colonoscopy. 基于lasso的FDG PET/CT模型的开发和验证,用于预测无症状结肠镜检查患者的结肠腺瘤。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-10 DOI: 10.1007/s12149-025-02122-8
Jeonghyun Kang, Youngmin Kim, Yeongbeom Jeong, Hye Sun Lee, Young Hoon Ryu, Tae Joo Jeon, Jae-Hoon Lee

Objective: Colonoscopy is the gold standard for colorectal cancer (CRC) screening; however, its invasiveness, cost, and associated risks limit its use in population-wide programs. Therefore, effective noninvasive tools for identifying individuals at high risk for colorectal adenomas-the precursors to CRC-are needed. 2-deoxy-2-[¹⁸F] fluoro-D-glucose positron emission tomography/computed tomography (FDG PET/CT) captures systemic metabolic and inflammatory activity and may offer imaging biomarkers for adenoma risk stratification.

Methods: We retrospectively analyzed 754 asymptomatic individuals who underwent both colonoscopy and FDG PET/CT within 30 days as part of health screening. PET/CT-derived variables included standardized uptake values (SUVs) from visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), skeletal muscle, liver, spleen, bone marrow, and colorectal wall. Clinical data included age, sex, and body mass index (BMI). A least absolute shrinkage and selection operator (LASSO) logistic regression model was trained on 452 individuals and tested in a separate validation cohort of 302.

Results: The final LASSO model selected eight variables, including VAT area (positive association) and multiple tissue-specific SUV features (negative associations). In the test set, the model achieved an area under the curve (AUC) of 0.693 (95% confidence interval: 0.631-0.754), significantly outperforming individual predictors such as VAT area (AUC = 0.630, P = 0.011), VAT HU (AUC = 0.585, P = 0.001), and SAT SUVmax (AUC = 0.616, P = 0.046). Decision curve analysis demonstrated superior net clinical benefit compared to univariable models.

Conclusion: A multivariable model integrating FDG PET/CT-derived metabolic features with clinical parameters enables noninvasive prediction of colorectal adenomas. This imaging-based approach may help identify individuals most likely to benefit from colonoscopy, potentially improving the efficiency of CRC screening strategies in opportunistic or high-risk settings.

目的:结肠镜检查是结直肠癌(CRC)筛查的金标准;然而,它的侵入性、成本和相关风险限制了它在全民项目中的应用。因此,需要有效的非侵入性工具来识别结直肠腺瘤(crc的前体)的高风险个体。2-脱氧-2-[¹⁸F]氟-d -葡萄糖正电子发射断层扫描/计算机断层扫描(FDG PET/CT)捕捉全身代谢和炎症活动,可能为腺瘤风险分层提供成像生物标志物。方法:我们回顾性分析了754名无症状患者,他们在30天内接受了结肠镜检查和FDG PET/CT检查,作为健康筛查的一部分。PET/ ct衍生变量包括内脏脂肪组织(VAT)、皮下脂肪组织(SAT)、骨骼肌、肝脏、脾脏、骨髓和结肠壁的标准化摄取值(suv)。临床数据包括年龄、性别和身体质量指数(BMI)。最小绝对收缩和选择算子(LASSO)逻辑回归模型对452人进行了训练,并在302人的单独验证队列中进行了测试。结果:最终LASSO模型选择了8个变量,包括增值税面积(正相关)和多个组织特异性SUV特征(负相关)。在测试集中,模型的曲线下面积(AUC)为0.693(95%置信区间:0.631-0.754),显著优于单个预测指标,如增值税面积(AUC = 0.630, P = 0.011)、增值税HU (AUC = 0.585, P = 0.001)和SAT SUVmax (AUC = 0.616, P = 0.046)。决策曲线分析显示,与单变量模型相比,净临床效益更高。结论:将FDG PET/ ct衍生的代谢特征与临床参数相结合的多变量模型可以实现结直肠腺瘤的无创预测。这种基于成像的方法可能有助于识别最有可能从结肠镜检查中受益的个体,潜在地提高机会性或高风险环境下CRC筛查策略的效率。
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引用次数: 0
Clinical implementation of voxel-based dosimetry using image-based RT-PHITS Monte Carlo simulations for 177Lu-DOTATATE radionuclide therapy. 使用基于图像的RT-PHITS蒙特卡罗模拟进行177Lu-DOTATATE放射性核素治疗的基于体素的剂量学临床实施。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-08 DOI: 10.1007/s12149-025-02126-4
Khajonsak Tantiwetchayanon, Kosuke Matsubara, Chatnapa Nuntue, Takayuki Shibutani, Takahiro Konishi, Hiroshi Wakabayashi

Objective: This study aimed to employ RadioTherapy extension of the Particle and Heavy Ion Transport code System (RT-PHITS) Monte Carlo (MC) simulation for estimating absorbed doses in target organs and tumors in patients administered with 177Lu-DOTATATE, using single-photon emission computed tomography/computed tomography (SPECT/CT) imaging.

Methods: Quantitative SPECT/CT images were obtained from 17 patients across the abdominal region at four time points: approximately 4, 24, 72, and 120 h following the administration of 177Lu-DOTATATE. The liver, spleen, left and right kidneys, and total kidneys were automatically segmented on the CT images using the TotalSegmentator tool. Tumors were manually delineated based on SPECT/CT images. Image registration was performed using an Elastix-based method, with the first SPECT/CT time point serving as the reference. Voxel-level time-integrated activity (TIA) maps were created by fitting mono-exponential functions. These TIA maps, together with the reference CT images, were input into RT-PHITS to calculate dose distributions. The absorbed doses calculated by RT-PHITS were compared with those from IDAC-Dose 2.1 through two approaches: first, by using independently derived time-integrated activity coefficients (TIACs) from each method to assess the combined effects of kinetic modeling and dose calculation technique; second, by applying the same TIACs-obtained from time-integrated activity data-to both methods to isolate the influence of the dose calculation approach.

Results: RT-PHITS yielded higher mean absorbed doses per unit of administered activity compared to IDAC-Dose. The relative differences ranged between 0.63% and 15.35%, with the right kidney showing the largest discrepancy. When the same time-integrated data were used for both RT-PHITS and IDAC-Dose, relative differences remained below 10.40%.

Conclusion: RT-PHITS is a capable tool for calculating absorbed doses in 177Lu-DOTATATE therapy. It consistently produced higher dose estimates than the organ-based method, emphasizing the benefits of patient-specific dosimetry, especially in organs that contain or are near tumors.

目的:本研究旨在利用单光子发射计算机断层扫描/计算机断层扫描(SPECT/CT)成像技术,将粒子和重离子传输编码系统(RT-PHITS)蒙特卡罗(MC)模拟应用于177Lu-DOTATATE患者靶器官和肿瘤的吸收剂量估计。方法:在给药177Lu-DOTATATE后的大约4、24、72和120小时,对17例患者的腹部区域进行定量SPECT/CT图像采集。使用TotalSegmentator工具在CT图像上自动分割肝脏、脾脏、左右肾脏和总肾脏。基于SPECT/CT图像人工圈定肿瘤。使用基于elastix的方法进行图像配准,以第一个SPECT/CT时间点作为参考。通过拟合单指数函数生成体素级时间积分活动(TIA)图。这些TIA图与参考CT图像一起输入RT-PHITS以计算剂量分布。通过两种方法对RT-PHITS计算的吸收剂量与IDAC-Dose 2.1计算的吸收剂量进行比较:首先,利用每种方法独立导出的时间积分活度系数(TIACs)来评估动力学建模和剂量计算技术的联合效应;第二,通过对两种方法应用相同的tiac(从时间积分活动数据获得)来隔离剂量计算方法的影响。结果:与IDAC-Dose相比,RT-PHITS产生了更高的单位给药活性平均吸收剂量。相对差异在0.63% ~ 15.35%之间,以右肾差异最大。当RT-PHITS和IDAC-Dose使用相同的时间整合数据时,相对差异仍低于10.40%。结论:RT-PHITS是计算177Lu-DOTATATE治疗吸收剂量的有效工具。它始终比基于器官的方法产生更高的剂量估计,强调了患者特异性剂量测定的好处,特别是在含有肿瘤或靠近肿瘤的器官中。
{"title":"Clinical implementation of voxel-based dosimetry using image-based RT-PHITS Monte Carlo simulations for <sup>177</sup>Lu-DOTATATE radionuclide therapy.","authors":"Khajonsak Tantiwetchayanon, Kosuke Matsubara, Chatnapa Nuntue, Takayuki Shibutani, Takahiro Konishi, Hiroshi Wakabayashi","doi":"10.1007/s12149-025-02126-4","DOIUrl":"https://doi.org/10.1007/s12149-025-02126-4","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to employ RadioTherapy extension of the Particle and Heavy Ion Transport code System (RT-PHITS) Monte Carlo (MC) simulation for estimating absorbed doses in target organs and tumors in patients administered with <sup>177</sup>Lu-DOTATATE, using single-photon emission computed tomography/computed tomography (SPECT/CT) imaging.</p><p><strong>Methods: </strong>Quantitative SPECT/CT images were obtained from 17 patients across the abdominal region at four time points: approximately 4, 24, 72, and 120 h following the administration of <sup>177</sup>Lu-DOTATATE. The liver, spleen, left and right kidneys, and total kidneys were automatically segmented on the CT images using the TotalSegmentator tool. Tumors were manually delineated based on SPECT/CT images. Image registration was performed using an Elastix-based method, with the first SPECT/CT time point serving as the reference. Voxel-level time-integrated activity (TIA) maps were created by fitting mono-exponential functions. These TIA maps, together with the reference CT images, were input into RT-PHITS to calculate dose distributions. The absorbed doses calculated by RT-PHITS were compared with those from IDAC-Dose 2.1 through two approaches: first, by using independently derived time-integrated activity coefficients (TIACs) from each method to assess the combined effects of kinetic modeling and dose calculation technique; second, by applying the same TIACs-obtained from time-integrated activity data-to both methods to isolate the influence of the dose calculation approach.</p><p><strong>Results: </strong>RT-PHITS yielded higher mean absorbed doses per unit of administered activity compared to IDAC-Dose. The relative differences ranged between 0.63% and 15.35%, with the right kidney showing the largest discrepancy. When the same time-integrated data were used for both RT-PHITS and IDAC-Dose, relative differences remained below 10.40%.</p><p><strong>Conclusion: </strong>RT-PHITS is a capable tool for calculating absorbed doses in <sup>177</sup>Lu-DOTATATE therapy. It consistently produced higher dose estimates than the organ-based method, emphasizing the benefits of patient-specific dosimetry, especially in organs that contain or are near tumors.</p>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":" ","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145470386","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
Efficacy and safety of Lutetium-177 (177Lu)-PSMA-617 in metastatic Castration-Resistant prostate cancer patients with superscan pattern: A retrospective cohort study. 镥-177 (177Lu)-PSMA-617治疗超扫描模式转移性去势抵抗前列腺癌患者的疗效和安全性:一项回顾性队列研究
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-07 DOI: 10.1007/s12149-025-02127-3
Amirreza Shamshirgaran, Pegah Sahafi, Mohammad Hadi Samadi, Michael Saeed, Hadis Mohammadzadeh Kosari, Soheila Erfani, Elahe Pirayesh, Kamran Aryana, Sara Harsini, Emran Askari

Background: Lutetium-177 (177Lu)-PSMA-617, a targeted radioligand therapy, has demonstrated significant survival benefits in patients with metastatic castration-resistant prostate cancer (mCRPC). Its application in patients with a superscan pattern, indicative of extensive skeletal metastases, is less studied due to concerns about hematologic toxicity from bone marrow involvement.

Methods: This study analyzed 133 mCRPC patients treated with 177Lu-PSMA-617, divided into Superscan and Non-superscan groups. PSA response (≥ 50% decline), PSA progression free survival (PFS), overall survival (OS), and treatment safety were assessed.

Results: Among 133 patients, 17 (12.8%) exhibited a superscan pattern. The overall PSA response rate was 45.8%, (47.0% in the superscan group versus 45.6% in the non-superscan group; p = 0.485). Median PSA PFS was 8 months overall (95% CI: 5.5-10.4), with 4 months (95% CI: <1-10.5) in the superscan group and 8 months (95% CI: 5.6-10.3) in the non-superscan group (p = 0.311). Median OS was 13 months overall (95% CI: 8.6-17.3), with 6 months (95% CI: <1-18.7) in the superscan group and 14 months (95% CI: 9.3-18.6) in the non-superscan group (p = 0.052). Significant but manageable decreases were seen in platelet (PLT) and Alkaline phosphatase (ALP), and no significant changes in Hemoglobin (Hb), white blood cells (WBC), Lactate dehydrogenase (LDH), or creatinine, with no differences between superscan and non-superscan groups. Baseline hemoglobin was a significant predictor of OS (HR = 0.6, p = 0.001), while superscan pattern did not show statistical differences (HR = 1.0, p = 0.949).

Conclusion: This retrospective study suggests that ¹⁷⁷Lu-PSMA-617 is a feasible and safe radioligand therapy for mCRPC patients with a superscan pattern, showing comparable PSA response rates to non-superscan patients.

背景:Lutetium-177 (177Lu)-PSMA-617是一种靶向放射治疗方法,在转移性去势抵抗性前列腺癌(mCRPC)患者中显示出显著的生存益处。由于担心骨髓受累的血液学毒性,它在具有广泛骨骼转移的超扫描型患者中的应用研究较少。方法:本研究对133例经177Lu-PSMA-617治疗的mCRPC患者进行分析,分为超扫描组和非超扫描组。评估PSA反应(下降≥50%)、PSA无进展生存期(PFS)、总生存期(OS)和治疗安全性。结果:133例患者中,17例(12.8%)表现出超扫描模式。总PSA应答率为45.8% (supercan组47.0% vs非supercan组45.6%;p = 0.485)。中位PSA PFS总体为8个月(95% CI: 5.5-10.4), 4个月(95% CI:结论:这项回顾性研究表明¹⁷⁷Lu-PSMA-617对于具有超扫描模式的mCRPC患者是一种可行且安全的放射配位治疗,其PSA反应率与非超扫描患者相当。
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引用次数: 0
AI screening of nuclear medicine safety breaches: patterns, causes, and opportunities for improved protocols: a systematic review 核医学安全违规的人工智能筛查:模式、原因和改进方案的机会:系统回顾。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-30 DOI: 10.1007/s12149-025-02107-7
Mariem Chouchen, Christophe Badie, Chamseddine Barki, Atena Aghaee, Yasser Maghrbi, Hanene Boussi Rahmouni

Nuclear medicine differs from other specialties of radiology by employing unsealed radionuclides. Moreover, it may heighten the risks of incidents for nuclear medicine healthcare professionals (NMHP). On the other hand, artificial intelligence (AI) methods improve their ability to assess, understand, and prevent these incidents. This systematic review examines the critical incidents affecting NMHP and reviews the potential of AI in improving, controlling, and evaluating the occupational exposure, to predict and prevent these accidents. A systematic search of PubMed, Science Direct, Scopus, and the NLM was conducted using the keywords and Mesh terms, with no language restrictions. A protocol based on PRISMA guidelines was developed. To streamline both the search strategy and the study selection process, EndNote X7.8 was employed. 49 studies were reviewed. The primary causes of incidents in nuclear medicine are due to inadequate handling of radionuclides, malfunctioning equipment, and the loss or theft of radioactive sources. Furthermore, our research highlights the potential of AI algorithms to facilitate better identification of radioactive sources, radiation dose optimization, and strengthen the decision-making processes during potentially hazardous incidents. Our systematic study intervenes to improve the role of AI in the surveillance and improvement of the occupational exposure situation for NMHP. In addition, AI tools can contribute to better decision-making in real time during nuclear medicine emergency situations. Such advancements underscore the crucial need for ongoing development and implementation of AI technologies in nuclear medicine to enhance radiation protection for NMHP.

核医学与其他放射学专业的不同之处在于使用未密封的放射性核素。此外,它可能会增加核医学卫生保健专业人员(NMHP)发生事件的风险。另一方面,人工智能(AI)方法提高了他们评估、理解和预防这些事件的能力。本系统综述研究了影响NMHP的关键事件,并回顾了人工智能在改善、控制和评估职业暴露方面的潜力,以预测和预防这些事故。系统检索PubMed、Science Direct、Scopus和NLM,使用关键词和Mesh术语,不受语言限制。根据PRISMA准则制定了一项协议。为了简化搜索策略和研究选择过程,使用EndNote X7.8。综述了49项研究。核医学事故的主要原因是放射性核素处理不当、设备故障以及放射源丢失或被盗。此外,我们的研究强调了人工智能算法的潜力,可以更好地识别放射源,优化辐射剂量,并在潜在危险事件中加强决策过程。我们的系统研究旨在改善人工智能在监测和改善NMHP职业暴露状况中的作用。此外,人工智能工具还有助于在核医学紧急情况下做出更好的实时决策。这些进展突出表明,迫切需要在核医学中不断开发和实施人工智能技术,以加强对NMHP的辐射防护。
{"title":"AI screening of nuclear medicine safety breaches: patterns, causes, and opportunities for improved protocols: a systematic review","authors":"Mariem Chouchen,&nbsp;Christophe Badie,&nbsp;Chamseddine Barki,&nbsp;Atena Aghaee,&nbsp;Yasser Maghrbi,&nbsp;Hanene Boussi Rahmouni","doi":"10.1007/s12149-025-02107-7","DOIUrl":"10.1007/s12149-025-02107-7","url":null,"abstract":"<div><p>Nuclear medicine differs from other specialties of radiology by employing unsealed radionuclides. Moreover, it may heighten the risks of incidents for nuclear medicine healthcare professionals (NMHP). On the other hand, artificial intelligence (AI) methods improve their ability to assess, understand, and prevent these incidents. This systematic review examines the critical incidents affecting NMHP and reviews the potential of AI in improving, controlling, and evaluating the occupational exposure, to predict and prevent these accidents. A systematic search of PubMed, Science Direct, Scopus, and the NLM was conducted using the keywords and Mesh terms, with no language restrictions. A protocol based on PRISMA guidelines was developed. To streamline both the search strategy and the study selection process, EndNote X7.8 was employed. 49 studies were reviewed. The primary causes of incidents in nuclear medicine are due to inadequate handling of radionuclides, malfunctioning equipment, and the loss or theft of radioactive sources. Furthermore, our research highlights the potential of AI algorithms to facilitate better identification of radioactive sources, radiation dose optimization, and strengthen the decision-making processes during potentially hazardous incidents. Our systematic study intervenes to improve the role of AI in the surveillance and improvement of the occupational exposure situation for NMHP. In addition, AI tools can contribute to better decision-making in real time during nuclear medicine emergency situations. Such advancements underscore the crucial need for ongoing development and implementation of AI technologies in nuclear medicine to enhance radiation protection for NMHP.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"40 1","pages":"1 - 12"},"PeriodicalIF":2.5,"publicationDate":"2025-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145407879","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
Quantitative evaluation of 123I-MIBG imaging in patients with myocarditis: impairment of cardiac neuronal function revisited. 心肌炎患者123I-MIBG成像的定量评价:再谈心脏神经元功能损害。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-17 DOI: 10.1007/s12149-025-02120-w
Lukas Kessler, Stephan Settelmeier, Kim M Pabst, Tugce Telli, Zohreh Varasteh, Pedro Fragoso Costa, Walter Jentzen, Francesco Barbato, Hubertus Hautzel, Stephan Himmen, Christoph Rischpler, Tienush Rassaf, Ken Herrmann, David Kersting

Background: 123I-MIBG has been shown to visualize impaired cardiac neuronal function, but data of this imaging modality in patients with acute myocarditis are scarce. Nonetheless, an association with reduced cardiac function has been observed previously. The aim of this study was to establish and evaluate semi-quantitative and quantitative parameters in 123I-MIBG scintigraphy and SPECT/CT in patients with acute myocarditis and identify associations with left ventricular ejection fraction (LVEF) and biomarkers.

Methods: Eight patients with acute myocarditis and a gender and age-matched control group who underwent 123I-MIBG scintigraphy and SPECT/CT were retrospectively analysed. Semi-quantitative Heart-to-Mediastinum (H/M) ratio and washout rate were calculated, additionally SPECT/CT system calibration and a whole-heart-segmentation were used for absolute quantification of tracer uptake. ROC analysis for the prediction of acute myocarditis and correlation of imaging parameters with LVEF and serological biomarkers was performed.

Results: Seven patients (87.5%) showed visually decreased tracer uptake. Planar imaging parameters showed significant differences compared to the control group (e.g. H/M ratio 1.6 ± 0.3 vs. 2.3 ± 0.8, p < 0.05), as well as multiple quantitative parameters e.g. SUVmean (1.7 ± 0.5 vs. 3.0 ± 1.0; p < 0.01). Additionally, correlation between imaging parameters and LVEF (e.g. SUVmax r = 0.85, p < 0.01) and NT-proBNP (e.g. H/M r = - 0.88, p < 0.05) was observed.

Conclusion: 123I-MIBG visualizes impairment of cardiac neuronal function in patients with acute myocarditis and is associated with reduced ejection fraction and elevated NT-proBNP. We could establish an absolute quantification approach that could offer novel diagnostic opportunities for disease assessment and risk stratification, which will be focused on further studies.

背景:123I-MIBG已被证明可以显示受损的心脏神经元功能,但这种成像方式在急性心肌炎患者中的数据很少。尽管如此,先前已经观察到与心功能降低有关。本研究的目的是建立和评估急性心肌炎患者123I-MIBG闪烁成像和SPECT/CT的半定量和定量参数,并确定其与左室射血分数(LVEF)和生物标志物的关系。方法:回顾性分析8例经123I-MIBG显像和SPECT/CT检查的急性心肌炎患者及性别、年龄相匹配的对照组。计算半定量心脏与纵隔(H/M)比和冲洗率,另外使用SPECT/CT系统校准和全心脏分割法对示踪剂摄取进行绝对定量。进行ROC分析预测急性心肌炎及影像学参数与LVEF和血清学生物标志物的相关性。结果:7例(87.5%)患者示踪剂摄取明显减少。平面成像参数与对照组相比有显著差异(例如H/M比值为1.6±0.3 vs. 2.3±0.8,p)。结论:123I-MIBG可见急性心肌炎患者心脏神经元功能损害,并与射血分数降低和NT-proBNP升高相关。我们可以建立一种绝对量化方法,为疾病评估和风险分层提供新的诊断机会,这将是进一步研究的重点。
{"title":"Quantitative evaluation of <sup>123</sup>I-MIBG imaging in patients with myocarditis: impairment of cardiac neuronal function revisited.","authors":"Lukas Kessler, Stephan Settelmeier, Kim M Pabst, Tugce Telli, Zohreh Varasteh, Pedro Fragoso Costa, Walter Jentzen, Francesco Barbato, Hubertus Hautzel, Stephan Himmen, Christoph Rischpler, Tienush Rassaf, Ken Herrmann, David Kersting","doi":"10.1007/s12149-025-02120-w","DOIUrl":"https://doi.org/10.1007/s12149-025-02120-w","url":null,"abstract":"<p><strong>Background: </strong><sup>123</sup>I-MIBG has been shown to visualize impaired cardiac neuronal function, but data of this imaging modality in patients with acute myocarditis are scarce. Nonetheless, an association with reduced cardiac function has been observed previously. The aim of this study was to establish and evaluate semi-quantitative and quantitative parameters in <sup>123</sup>I-MIBG scintigraphy and SPECT/CT in patients with acute myocarditis and identify associations with left ventricular ejection fraction (LVEF) and biomarkers.</p><p><strong>Methods: </strong>Eight patients with acute myocarditis and a gender and age-matched control group who underwent <sup>123</sup>I-MIBG scintigraphy and SPECT/CT were retrospectively analysed. Semi-quantitative Heart-to-Mediastinum (H/M) ratio and washout rate were calculated, additionally SPECT/CT system calibration and a whole-heart-segmentation were used for absolute quantification of tracer uptake. ROC analysis for the prediction of acute myocarditis and correlation of imaging parameters with LVEF and serological biomarkers was performed.</p><p><strong>Results: </strong>Seven patients (87.5%) showed visually decreased tracer uptake. Planar imaging parameters showed significant differences compared to the control group (e.g. H/M ratio 1.6 ± 0.3 vs. 2.3 ± 0.8, p < 0.05), as well as multiple quantitative parameters e.g. SUVmean (1.7 ± 0.5 vs. 3.0 ± 1.0; p < 0.01). Additionally, correlation between imaging parameters and LVEF (e.g. SUVmax r = 0.85, p < 0.01) and NT-proBNP (e.g. H/M r = - 0.88, p < 0.05) was observed.</p><p><strong>Conclusion: </strong><sup>123</sup>I-MIBG visualizes impairment of cardiac neuronal function in patients with acute myocarditis and is associated with reduced ejection fraction and elevated NT-proBNP. We could establish an absolute quantification approach that could offer novel diagnostic opportunities for disease assessment and risk stratification, which will be focused on further studies.</p>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":" ","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145312010","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
Measuring the immeasurable: an approach of nuclear medicine activity using relative value units. 测量不可测量:一种使用相对价值单位的核医学活动方法。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-17 DOI: 10.1007/s12149-025-02116-6
Maglen K Meneses-Navas, Maria Del Mar Granados-Alcobendas, Mariano Amo-Salas, Laura García-Zoghby, Marcos Cruz-Montijano, Jaime A Bonilla-Plaza, Stefania A Guzmán-Ortíz, Irene García-Megías, Juan E Montalvá-Pastor, Ana M García-Vicente

Purpose: Implementing a relative value unit (RVU)-based system able to quantify activity and resource utilization in a nuclear medicine department (NMD).

Methods: A retrospective study was conducted in the NMD of a tertiary hospital, analyzing costs and procedures performed during the first half of 2024. A list of diagnostic and therapeutic procedures was drawn up, and the cost per procedure was calculated. Thyroid scintigraphy was considered as the unitary reference of the RVU. For the cost RVU (cRVU), the total expense of a procedure was divided by the unitary cost of the RVU. Complexity RVU (xRVU) was obtained, excluding the radiopharmaceutical cost.

Results: In the first semester of 2024, 5245 procedures (diagnostics and ambulatory therapies) were performed. The catalog comprised 44 diagnostic procedures and 7 therapeutic procedures. The RVU had a cost of 99.885 euros. For diagnostic procedures, the mean ± SD of cRVU and xRVU was 4.057 ± 4.020 and 1.631 ± 0.494, respectively. For therapeutic procedures, the mean ± SD of cRVU and xRVU was 45.164 ± 66.000 and 14.072 ± 10.546, respectively.

Conclusion: The cRVU per procedure varied significantly between diagnostic and therapeutic procedures. The expense of the radiopharmaceutical overstates the actual complexity of the procedure. The novel definition of xRVU, excluding radiotracer cost, offers a more realistic measure of the staff and departmental performance.

目的:实现一个基于相对价值单位(RVU)的系统,能够量化核医学部门(NMD)的活动和资源利用。方法:对某三级医院的NMD进行回顾性研究,分析2024年上半年的费用和手术流程。制定了诊断和治疗程序清单,并计算了每个程序的费用。甲状腺显像被认为是RVU的统一参考。对于成本RVU (cRVU),一个过程的总费用除以RVU的单位成本。计算复杂性RVU (xRVU),不包括放射性药物成本。结果:2024年第一学期,共进行诊断和门诊治疗5245例。目录包括44个诊断程序和7个治疗程序。RVU的费用为99.885欧元。在诊断过程中,cRVU和xRVU的平均±SD分别为4.057±4.020和1.631±0.494。在治疗过程中,cRVU和xRVU的平均±SD分别为45.164±66.000和14.072±10.546。结论:诊断和治疗两种手术的cRVU差异显著。放射性药物的费用夸大了这个过程的实际复杂性。xRVU的新定义,不包括放射性示踪剂成本,为员工和部门绩效提供了更现实的衡量标准。
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Annals of Nuclear Medicine
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