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Predictive value of 18F-fluorodeoxyglucose uptake for axillary lymph node metastasis in operable breast cancer: impact of molecular subtypes. 18f -氟脱氧葡萄糖摄取对可手术乳腺癌腋窝淋巴结转移的预测价值:分子亚型的影响
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-02 DOI: 10.1007/s12149-024-02002-7
Chae Hong Lim, Jun-Hee Lee, Jihyoun Lee, Soo Bin Park

Objectives: To evaluate the predictive value of standardized uptake value (SUV) in both primary tumors and axillary lymph nodes (ALNs) using FDG PET/CT for lymph node metastasis in breast cancer patients, and to assess the influence of molecular subtypes on this predictive performance.

Methods: This retrospective study included 287 patients with invasive ductal carcinoma (IDC) who underwent FDG PET/CT prior to surgery between September 2016 and December 2019. The maximum standardized uptake value (SUVmax) of primary tumors (SUV-B) and ALNs (SUV-LN) were analyzed. Molecular subtypes were classified as hormone receptor-positive, HER2-positive, and triple-negative breast cancer (TNBC). Receiver operating characteristic (ROC) curve analysis was performed to assess and compare the diagnostic performance of SUV-B and SUV-LN for predicting ALN metastasis.

Results: Among the 287 patients, 62 (21.6%) had confirmed ALN metastasis. The median SUV-LN was significantly higher in patients with metastasis compared to those without metastasis (1.5 vs. 0.9; P < 0.001). SUV-LN demonstrated good discriminative performance for ALN metastasis (AUC: 0.796), whereas SUV-B did not show significant predictive value (AUC: 0.536). The SUV_LN demonstrated significantly lower predictive performance for ALN metastasis in the hormone-positive group (AUC: 0.796) compared to the excellent discriminative performance in the HER2-positive (AUC: 0.923, P = 0.018) and TNBC (AUC: 0.940, P = 0.004) groups. Hormone receptor-positive tumors also exhibited lower FDG uptake in metastatic lymph nodes compared to HER2-positive and TNBC subtypes (P = 0.031).

Conclusion: FDG PET/CT SUV-LN effectively predicts ALN metastasis in HER2-positive and TNBC subtypes. Hormone receptor-positive breast cancers show lower FDG uptake in metastatic ALNs, reducing diagnostic accuracy. This finding may aid in selecting the most appropriate diagnostic modality based on tumor characteristics in the era of personalized medicine.

目的:评价FDG PET/CT标准化摄取值(SUV)对乳腺癌原发肿瘤和腋窝淋巴结(ALNs)转移的预测价值,并评估分子亚型对这一预测性能的影响。方法:回顾性研究纳入2016年9月至2019年12月期间287例术前行FDG PET/CT检查的浸润性导管癌(IDC)患者。分析原发肿瘤(SUV-B)和aln (SUV-LN)的最大标准化摄取值(SUVmax)。分子亚型分为激素受体阳性、her2阳性和三阴性乳腺癌(TNBC)。采用受试者工作特征(ROC)曲线分析来评估和比较SUV-B和SUV-LN预测ALN转移的诊断性能。结果:287例患者中,62例(21.6%)确诊ALN转移。有转移的患者的中位SUV-LN明显高于无转移的患者(1.5 vs 0.9;结论:FDG PET/CT SUV-LN可有效预测her2阳性和TNBC亚型的ALN转移。激素受体阳性的乳腺癌在转移性aln中显示较低的FDG摄取,降低了诊断的准确性。这一发现可能有助于在个性化医疗时代根据肿瘤特征选择最合适的诊断方式。
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引用次数: 0
Feasibility of position emission tomography derived endocardial wall strain: direct comparison with magnetic resonance using hybrid 13N ammonia PETMR system 位置发射断层成像获得心内膜壁应变的可行性:与使用混合13N氨PETMR系统的磁共振直接比较。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-02 DOI: 10.1007/s12149-024-01997-3
Masataka Katahira, Kenji Fukushima, Keiichiro Endo, Masateru Kawakubo, Naoyuki Ukon, Ryo Yamakuni, Takatoyo Kiko, Takeshi Shimizu, Shiro Ishii, Takayoshi Yamaki, Michinobu Nagao, Hiroshi Ito, Yasuchika Takeishi

Purpose

We aimed to evaluate the feasibility of positron emission tomography feature tracking (PETFT) for assessing endocardial wall strain by comparing it with cardiac magnetic resonance (CMR)-derived feature tracking (CMRFT).

Methods

We enrolled 83 consecutive patients with coronary artery disease who underwent rest-pharmacologic stress 13N-ammonia PETMR (67 males, mean age 66 years). PETFT and CMRFT were obtained through simultaneous acquisition with electrocardiography-gated PET and cine-CMR. Global longitudinal and circumferential strain (GLS and GCS) were calculated. Correlations and Bland–Altman plots were employed to evaluate associations, bias, and 95% limit of agreement (LOA) between PETFT and CMRFT.

Results

PETFT and CMRFT showed significant correlations (R = 0.57 [95% CI 0.41–0.70], R = 0.71 [95% CI 0.58–0.80], R = 0.59 [95% CI 0.43–0.71], and R = 0.69 [95% CI 0.56–0.79] for rest GLS, rest GCS, stress GLS, and stress GCS, respectively; p < 0.001 for all). Bland–Altman plot showed good agreements, while a systematic error was observed (LOA -10.2–8.8, -8.7–10.7, -10.5–8.5, and -9.4–12.0; bias -0.7, 1.0, -1.0, and 1.3; for rest GLS, rest GCS, stress GLS, and stress GCS; respectively).

Conclusion

PETFT has been identified as a feasible technique compared to CMRFT, highlighting its potential as a novel tool for assessing wall strain in routine clinical settings.

目的:通过将正电子发射断层扫描特征跟踪(PETFT)与心脏磁共振(CMR)衍生特征跟踪(CMRFT)进行比较,评估其用于心内膜壁应变评估的可行性。方法:我们招募了83例连续接受静息-药物应激13n -氨PETMR治疗的冠状动脉疾病患者(男性67例,平均年龄66岁)。PETFT和CMRFT通过与心电图门控PET和cine-CMR同时采集获得。计算了整体纵向应变和周向应变(GLS和GCS)。采用相关性和Bland-Altman图来评估PETFT和CMRFT之间的关联、偏倚和95%一致限(LOA)。结果:休息GLS、休息GCS、应激GLS、应激GCS分别与PETFT、CMRFT呈显著相关(R = 0.57 [95% CI 0.41-0.70]、R = 0.71 [95% CI 0.58-0.80]、R = 0.59 [95% CI 0.43-0.71]、R = 0.69 [95% CI 0.56-0.79];结论:与CMRFT相比,PETFT已被确定为一种可行的技术,突出了其作为常规临床环境中评估壁应变的新工具的潜力。
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引用次数: 0
The 13th World Federation of Nuclear Medicine and Biology congress (WFNMB 2022): summarize the past half century and discuss the next half century of WFNMB- 第十三届世界核医学与生物学联合会大会(WFNMB 2022):总结过去半个世纪,探讨未来半个世纪的WFNMB。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-02 DOI: 10.1007/s12149-024-01999-1
Hirofumi Fujii, Hiroshi Toyama, Daiki Kayano, Kazunari Ishii, Seigo Kinuya

The 13th World Federation of Nuclear Medicine and Biology congress (WFNMB 2022) was held in Kyoto and Kanazawa, Japan in September 2022, approximately half a century after the first World Congress of Nuclear Medicine held in Tokyo and Kyoto, Japan. In this paper, we describe the road to hosting another WFNMB congress in Japan, including the historic election for WFNMB 2022, the state of WFNMB 2022 in Kyoto, and the post-congress symposium in Kanazawa. This congress, themed “Summarize the past half century and discuss the next half century of WFNMB,” was successful and strongly encouraged doctors and researchers to develop future research and clinical practice in nuclear medicine.

第13届世界核医学与生物学联合会大会(WFNMB 2022)于2022年9月在日本京都和金泽举行,距离在日本东京和京都举行的第一届世界核医学大会大约半个世纪。在本文中,我们描述了在日本举办另一次WFNMB大会的道路,包括WFNMB 2022的历史性选举,京都的WFNMB 2022状态,以及金泽的大会后研讨会。本次大会以“总结过去半个世纪,探讨未来半个世纪”为主题,取得了圆满成功,有力地鼓励了医生和研究人员在核医学领域开展未来的研究和临床实践。
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引用次数: 0
18F-FET PET/CT can aid in diagnosing patients with indeterminate MRI findings for brain tumors: a prospective study. 18F-FET PET/CT 可帮助诊断磁共振成像结果不确定的脑肿瘤患者:一项前瞻性研究。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-26 DOI: 10.1007/s12149-024-02005-4
Sheng-Chieh Chan, Tsung-Lang Chiu, Shu-Hang Ng, Hung-Wen Kao, Sheng-Tzung Tsai, Shu-Hsin Liu

Objective: This prospective study aimed to evaluate the diagnostic value of fluorine-18-labeled fluoroethyltyrosine (18F-FET) positron emission tomography (PET)/computed tomography (CT) in diagnosing brain tumors within an Asian patient population.

Methods: Patients suspected of having primary or recurrent brain tumors were prospectively recruited. Each patient underwent 18F-FET and fluorine-18 fluorodeoxyglucose (18F-FDG) PET/CT on separate days within 1 week. We calculated the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy to compare the diagnostic performance of the two PET scans. The standardized uptake value (SUV) and tumor-to-background ratio (TBR) of the lesions were determined using static images. Additionally, time-activity curves (TACs) and time-to-peak (TTP) were generated from the dynamic PET images.

Results: From September 2019 to December 2023, 33 subjects were enrolled for reasons including suspected brain tumors (n = 20) or suspicious glioma recurrence (n = 8) on magnetic resonance imaging (MRI) and restaging for glioma (n = 5). Among the patients with suspected brain tumors or glioma recurrence on MRI, 25% had false-positive results. 18F-FET PET/CT accurately identified 86% of these false positives. The sensitivity, specificity, PPV, NPV, and accuracy of visual interpretation of 18F-FET PET/CT were 96.2%, 85.7%, 96.2%, 85.7%, and 93.9%, respectively. The corresponding 18F-FDG PET/CT values were 73.1%, 71.4%, 90.5%, 41.7%, and 72.7%. 18F-FET PET/CT demonstrated significantly higher sensitivity and accuracy than 18F-FDG PET (p = 0.031 and p = 0.030, respectively). Using TBRmean as an adjunct reference index enhanced the diagnostic accuracy of 18F-FET PET/CT, achieving a sensitivity and NPV of 100%. Wash-out TAC or TTP < 20 min was associated with a PPV of 100% for brain tumors.

Conclusions: 18F-FET PET/CT appears to be a valuable tool for assessing brain tumors with indeterminate MRI findings in this Asian cohort. 18F-FET PET/CT offers benefits over 18F-FDG PET in differentiating brain tumors from nontumor brain lesions, particularly when using semiquantitative analysis with TBR. This study was registered on CinicalTrial.gov (NCT06563024).

研究目的这项前瞻性研究旨在评估氟-18标记的氟乙基酪氨酸(18F-FET)正电子发射断层扫描(PET)/计算机断层扫描(CT)在亚洲患者群体中诊断脑肿瘤的诊断价值:方法:前瞻性招募疑似原发性或复发性脑肿瘤患者。每位患者在一周内分别接受了 18F-FET 和氟-18 氟脱氧葡萄糖(18F-FDG)PET/CT 检查。我们计算了敏感性、特异性、阳性预测值(PPV)、阴性预测值(NPV)和准确性,以比较两种 PET 扫描的诊断性能。病灶的标准化摄取值(SUV)和肿瘤与背景比(TBR)是通过静态图像确定的。此外,还根据动态 PET 图像生成了时间活动曲线(TAC)和峰值时间(TTP):2019年9月至2023年12月,33名受试者因磁共振成像(MRI)疑似脑肿瘤(20人)或疑似胶质瘤复发(8人)以及胶质瘤重新分期(5人)等原因入组。在磁共振成像结果为疑似脑肿瘤或胶质瘤复发的患者中,25%的患者结果为假阳性。18F-FET PET/CT 能准确识别其中 86% 的假阳性结果。18F-FET PET/CT 的敏感性、特异性、PPV、NPV 和肉眼判读的准确性分别为 96.2%、85.7%、96.2%、85.7% 和 93.9%。相应的 18F-FDG PET/CT 值分别为 73.1%、71.4%、90.5%、41.7% 和 72.7%。18F-FET PET/CT 的灵敏度和准确度明显高于 18F-FDG PET(分别为 p = 0.031 和 p = 0.030)。使用 TBRmean 作为辅助参考指标提高了 18F-FET PET/CT 的诊断准确性,灵敏度和 NPV 均达到 100%。结论:18F-FET PET/CT 似乎是评估该亚洲队列中磁共振成像结果不确定的脑肿瘤的重要工具。与 18F-FDG PET 相比,18F-FET PET/CT 在区分脑肿瘤和非肿瘤性脑病变方面具有优势,尤其是在使用 TBR 进行半定量分析时。本研究已在 CinicalTrial.gov 上注册(NCT06563024)。
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引用次数: 0
Improvement of tumor-to-blood ratio of radioimmunoconjugates by poly(ethyleneimine)-containing chelating agent. 含聚(乙烯亚胺)螯合剂改善放射免疫共轭物的瘤血比
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-25 DOI: 10.1007/s12149-024-02003-6
Kazuma Nakashima, Hiroki Shimohara, Hiroyuki Watanabe, Masahiro Ono

Objective: Monoclonal antibody (mAb)-based radioimmunoconjugates (RICs) exhibit marked tumor uptake in cancer imaging and therapy, although their high blood retention has limited the development of RICs. In our previous study, a trifunctional chelating agent with a cationic poly(ethyleneimine) (PEI) structure of tetraethylenepentamine (PEI4), maleimide-DOTA-PEI4 (MDI4), improved the tumor-to-blood ratio of RICs by increasing tumor retention compared with a conventional bifunctional chelating agent. In this study, we developed a novel chelating agent composed of a maleimide moiety, DOTA derivative, and two PEI4 structures as a PEI4-2 unit, maleimide-DOTA-PEI4-2 (MDI4-2), a design for a highly cationized chelating agent to synthesize RICs. The properties of MDI4-2 were compared with MDI4 to evaluate the effect of the PEI4-2 unit on the pharmacokinetics of RICs.

Methods: Trastuzumab and 111In were selected as a model mAb and radiometal, respectively. Trastuzumab-based RICs were synthesized using MDI4-2 by two-step radiolabeling, wherein conjugation with mAbs is followed by radiolabeling of chelating agents, to obtain trastuzumab-[111In]In-MDI4-2 ([111In]In-TMDI4-2). The immunoreactivity and residualizing properties of [111In]In-TMDI4-2 were evaluated using human epidermal growth factor receptor 2 (HER2)/neu-expressing SK-OV-3 cells. A biodistribution assay using SK-OV-3 tumor-bearing mice was also performed for [111In]In-TMDI4-2 and the results were compared with trastuzumab-[111In]In-MDI4 ([111In]In-TMDI4).

Results: [111In]In-TMDI4-2 was successfully synthesized by two-step radiolabeling at a radiochemical yield of 37.7%. The immunoreactivity of [111In]In-TMDI4-2 was determined as 81.7%, suggesting the maintained binding ability through radiolabeling steps. The internalization assay revealed equivalent internalizing properties of [111In]In-TMDI4-2 to [111In]In-TMDI4. In the biodistribution assay, [111In]In-TMDI4-2 exhibited lower blood retention of radioactivity to and comparable tumor uptake with [111In]In-TMDI4, resulting in an improved tumor-to-blood ratio. These in vitro and in vivo results indicate that the PEI4-2 unit largely contributed to the decrease in the blood radioactivity of RICs without compromising the tumor uptake.

Conclusion: MDI4-2 with the PEI4-2 unit exhibited favorable properties for designing RICs with an improved tumor-to-blood ratio.

目的:基于单克隆抗体(mAb)的放射免疫结合剂(RICs)在癌症成像和治疗中具有明显的肿瘤摄取作用,但其高血液滞留性限制了 RICs 的发展。在我们之前的研究中,与传统的双功能螯合剂相比,一种具有阳离子聚(乙烯亚胺)(PEI)结构的四乙烯五胺(PEI4)三功能螯合剂马来酰亚胺-DOTA-PEI4(MDI4)通过增加肿瘤滞留率改善了 RICs 的肿瘤-血液比。在这项研究中,我们开发了一种新型螯合剂,由马来酰亚胺分子、DOTA 衍生物和两个 PEI4 结构组成 PEI4-2 单元,即马来酰亚胺-DOTA-PEI4-2(MDI4-2),这是一种用于合成 RICs 的高阳离子化螯合剂的设计。我们比较了 MDI4-2 和 MDI4 的特性,以评估 PEI4-2 单元对 RICs 药代动力学的影响:方法:选择曲妥珠单抗和 111In 分别作为模型 mAb 和放射性金属。方法:选择曲妥珠单抗和 111In 分别作为模型 mAb 和放射性金属,使用 MDI4-2 通过两步放射性标记法合成了基于曲妥珠单抗的 RIC,即在与 mAb 共轭后再对螯合剂进行放射性标记,得到曲妥珠单抗-[111In]In-MDI4-2([111In]In-TMDI4-2)。利用表达人表皮生长因子受体2(HER2)/neu的SK-OV-3细胞评估了[111In]In-TMDI4-2的免疫活性和残留特性。还利用SK-OV-3肿瘤小鼠对[111In]In-TMDI4-2进行了生物分布试验,并将结果与曲妥珠单抗-[111In]In-MDI4([111In]In-TMDI4)进行了比较:结果:通过两步放射标记法成功合成了[111In]In-TMDI4-2,放射化学收率为37.7%。经测定,[111In]In-TMDI4-2 的免疫反应率为 81.7%,表明其通过放射性标记步骤保持了结合能力。内化试验显示,[111In]In-TMDI4-2 的内化特性与[111In]In-TMDI4 相当。在生物分布试验中,[111In]In-TMDI4-2 与 [111In]In-TMDI4 的放射性血液滞留率较低,肿瘤摄取率相当,从而提高了肿瘤与血液的比例。这些体外和体内结果表明,PEI4-2 单元在很大程度上降低了 RICs 的血液放射性,而不影响肿瘤摄取:结论:含有 PEI4-2 单元的 MDI4-2 在设计具有更高瘤血比的 RIC 方面表现出了良好的特性。
{"title":"Improvement of tumor-to-blood ratio of radioimmunoconjugates by poly(ethyleneimine)-containing chelating agent.","authors":"Kazuma Nakashima, Hiroki Shimohara, Hiroyuki Watanabe, Masahiro Ono","doi":"10.1007/s12149-024-02003-6","DOIUrl":"https://doi.org/10.1007/s12149-024-02003-6","url":null,"abstract":"<p><strong>Objective: </strong>Monoclonal antibody (mAb)-based radioimmunoconjugates (RICs) exhibit marked tumor uptake in cancer imaging and therapy, although their high blood retention has limited the development of RICs. In our previous study, a trifunctional chelating agent with a cationic poly(ethyleneimine) (PEI) structure of tetraethylenepentamine (PEI4), maleimide-DOTA-PEI4 (MDI4), improved the tumor-to-blood ratio of RICs by increasing tumor retention compared with a conventional bifunctional chelating agent. In this study, we developed a novel chelating agent composed of a maleimide moiety, DOTA derivative, and two PEI4 structures as a PEI4-2 unit, maleimide-DOTA-PEI4-2 (MDI4-2), a design for a highly cationized chelating agent to synthesize RICs. The properties of MDI4-2 were compared with MDI4 to evaluate the effect of the PEI4-2 unit on the pharmacokinetics of RICs.</p><p><strong>Methods: </strong>Trastuzumab and <sup>111</sup>In were selected as a model mAb and radiometal, respectively. Trastuzumab-based RICs were synthesized using MDI4-2 by two-step radiolabeling, wherein conjugation with mAbs is followed by radiolabeling of chelating agents, to obtain trastuzumab-[<sup>111</sup>In]In-MDI4-2 ([<sup>111</sup>In]In-TMDI4-2). The immunoreactivity and residualizing properties of [<sup>111</sup>In]In-TMDI4-2 were evaluated using human epidermal growth factor receptor 2 (HER2)/neu-expressing SK-OV-3 cells. A biodistribution assay using SK-OV-3 tumor-bearing mice was also performed for [<sup>111</sup>In]In-TMDI4-2 and the results were compared with trastuzumab-[<sup>111</sup>In]In-MDI4 ([<sup>111</sup>In]In-TMDI4).</p><p><strong>Results: </strong>[<sup>111</sup>In]In-TMDI4-2 was successfully synthesized by two-step radiolabeling at a radiochemical yield of 37.7%. The immunoreactivity of [<sup>111</sup>In]In-TMDI4-2 was determined as 81.7%, suggesting the maintained binding ability through radiolabeling steps. The internalization assay revealed equivalent internalizing properties of [<sup>111</sup>In]In-TMDI4-2 to [<sup>111</sup>In]In-TMDI4. In the biodistribution assay, [<sup>111</sup>In]In-TMDI4-2 exhibited lower blood retention of radioactivity to and comparable tumor uptake with [<sup>111</sup>In]In-TMDI4, resulting in an improved tumor-to-blood ratio. These in vitro and in vivo results indicate that the PEI4-2 unit largely contributed to the decrease in the blood radioactivity of RICs without compromising the tumor uptake.</p><p><strong>Conclusion: </strong>MDI4-2 with the PEI4-2 unit exhibited favorable properties for designing RICs with an improved tumor-to-blood ratio.</p>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":" ","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142708541","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
PRIMARY scoring in 68Ga-PSMA PET/CT: correlation with prostate cancer risk groups and its potential impact on active surveillance. 68Ga-PSMA PET/CT 的 PRIMARY 评分:与前列腺癌高危人群的相关性及其对主动监测的潜在影响。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-23 DOI: 10.1007/s12149-024-02004-5
Hatice Uslu, Dilruba Şahin, Ebru İbişoğlu, Mehmet Tarık Tatoğlu

Objective: The PRIMARY scoring system is a scale designed to identify clinically significant intraprostatic malignancies on 68Ga-PSMA PET/CT images. Active surveillance is a management method for patients with low-risk prostate cancer. In this study, we aimed to assess the efficacy of PRIMARY scoring in identifying appropriate candidates for active surveillance based on the distribution within prostate cancer risk groups.

Methods: The data of 134 patients diagnosed with PCa by biopsy who underwent 68Ga-PSMA PET/CT imaging for post-diagnostic staging purposes were retrospectively analyzed. Age, total PSA, ISUP grade, prostate lesion SUVmax values, PI-RADS scores, and PRIMARY scores were recorded. Patients were classified into low-risk and intermediate/high-risk groups.

Results: In the intermediate/high-risk group, the PRIMARY score was 1-2 in 17.6% and 3-5 in 82.4% of patients. In the low-risk group, the PRIMARY score was 1-2 in 34.7% and 3-5 in 65.3% of patients. None of the patients in the low-risk group had a PRIMARY score of 5. The most frequent PRIMARY score in both groups was 4, and there was a significant difference between the average SUVmax values of the intermediate/high and low-risk groups with a PRIMARY score of 4 (p = 0.018). The sensitivity of PRIMARY scoring in detecting patients in the intermediate/high-risk group was 82.3%, the specificity was 34.6%, and the positive predictive value (PPV) was 68.6%. When a cut-off SUVmax value 5.0 was used for the PRIMARY score of 4, the sensitivity was 67.0%, the specificity was 65.3% and the PPV was 77.0%. In the ROC analysis, the area under the curve was 0.727 for PRIMARY scoring, 0.662 for PI-RADS, and 0.744 for their combined mean.

Conclusion: The PRIMARY scoring system can complement PI-RADS scoring in mpMRI for selecting patients suitable for active surveillance. Revising the PRIMARY score 4 with an SUVmax cut-off value may increase the specificity.

目的:PRIMARY 评分系统是一种用于识别 68Ga-PSMA PET/CT 图像上具有临床意义的前列腺内恶性肿瘤的量表。主动监测是低风险前列腺癌患者的一种治疗方法。在这项研究中,我们旨在评估 PRIMARY 评分在根据前列腺癌风险组内的分布情况确定适当的主动监测候选者方面的功效:方法:我们回顾性分析了 134 名经活检确诊为 PCa 的患者的数据,这些患者接受了 68Ga-PSMA PET/CT 成像检查以进行诊断后分期。记录了患者的年龄、总 PSA、ISUP 分级、前列腺病变 SUVmax 值、PI-RADS 评分和 PRIMARY 评分。患者被分为低风险组和中/高风险组:结果:在中/高风险组中,PRIMARY评分为1-2分的患者占17.6%,3-5分的患者占82.4%。在低风险组中,34.7%的患者 PRIMARY 评分为 1-2 分,65.3%的患者 PRIMARY 评分为 3-5 分。在低风险组中,没有一名患者的 PRIMARY 评分达到 5 分。两组中最常见的 PRIMARY 评分均为 4 分,PRIMARY 评分为 4 分的中/高危组和低危组的平均 SUVmax 值有显著差异(p = 0.018)。PRIMARY 评分检测中/高危组患者的灵敏度为 82.3%,特异度为 34.6%,阳性预测值(PPV)为 68.6%。当 PRIMARY 评分 4 的 SUVmax 临界值为 5.0 时,灵敏度为 67.0%,特异性为 65.3%,PPV 为 77.0%。在 ROC 分析中,PRIMARY 评分的曲线下面积为 0.727,PI-RADS 为 0.662,两者的综合平均值为 0.744:结论:PRIMARY 评分系统可以补充 PI-RADS 在 mpMRI 中的评分,用于选择适合积极监测的患者。用 SUVmax 临界值修订 PRIMARY 评分 4 可能会提高特异性。
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引用次数: 0
Role of visual information in multimodal large language model performance: an evaluation using the Japanese nuclear medicine board examination 视觉信息在多模态大语言模型性能中的作用:利用日本核医学委员会考试进行的评估。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-13 DOI: 10.1007/s12149-024-01992-8
Takashi Watanabe, Akira Baba, Takeshi Fukuda, Ken Watanabe, Jun Woo, Hiroya Ojiri

Objectives

This study aimed to assess the performance of state-of-the-art multimodal large language models (LLMs), specifically GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro, on Japanese Nuclear Medicine Board Examination (JNMBE) questions and to evaluate the influence of visual information on the decision-making process.

Methods

This study utilized 92 questions with images from the JNMBE (2019–2023). The LLMs’ responses were assessed under two conditions: providing both text and images and providing only text. Each model answered all questions thrice, and the most frequent answer choice was considered the final answer. The accuracy and agreement rates among the model answers were evaluated using statistical tests.

Results

GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro exhibited no significant differences in terms of accuracy between the text-and-image and text-only conditions. GPT-4o and Claude 3 Opus demonstrated accuracies of 54.3% (95% CI: 44.2%–64.1%) each when provided with both text and images; however, they selected the same options as in the text-only condition for 71.7% of the questions. Gemini 1.5 Pro performed significantly worse than GPT-4o under text and image conditions. The agreement rates among the model answers ranged from weak to moderate.

Conclusion

The influence of images on decision-making in nuclear medicine is limited to the latest multimodal LLMs, and their diagnostic ability in this highly specialized field remains insufficient. Improving the utilization of image information and enhancing the answer reproducibility are crucial for the effective application of LLMs in nuclear medicine education and practice. Further advancements in these areas are necessary to harness the potential of LLMs as assistants in nuclear medicine diagnosis.

研究目的本研究旨在评估最先进的多模态大语言模型(LLM),特别是 GPT-4o、Claude 3 Opus 和 Gemini 1.5 Pro,在日本核医学委员会考试(JNMBE)试题中的表现,并评估视觉信息对决策过程的影响:本研究使用了日本核医学委员会考试(2019-2023 年)中带有图像的 92 个问题。在两种条件下对法律硕士的回答进行了评估:同时提供文字和图片和仅提供文字。每个模型对所有问题回答三次,最常见的答案选项被视为最终答案。通过统计检验对模型答案的准确率和一致率进行了评估:结果:GPT-4o、Claude 3 Opus 和 Gemini 1.5 Pro 在文字加图像和纯文字条件下的准确率没有明显差异。当同时提供文字和图像时,GPT-4o 和 Claude 3 Opus 的准确率分别为 54.3%(95% CI:44.2%-64.1%);然而,他们在 71.7% 的问题中选择了与纯文字条件下相同的选项。在文字和图像条件下,Gemini 1.5 Pro 的表现明显不如 GPT-4o。模型答案之间的一致率从弱到中等不等:结论:图像对核医学决策的影响仅限于最新的多模态 LLM,其在这一高度专业化领域的诊断能力仍然不足。要在核医学教育和实践中有效应用 LLMs,提高图像信息的利用率和答案的可重复性至关重要。要发挥 LLM 作为核医学诊断助手的潜力,就必须在这些领域取得进一步进展。
{"title":"Role of visual information in multimodal large language model performance: an evaluation using the Japanese nuclear medicine board examination","authors":"Takashi Watanabe,&nbsp;Akira Baba,&nbsp;Takeshi Fukuda,&nbsp;Ken Watanabe,&nbsp;Jun Woo,&nbsp;Hiroya Ojiri","doi":"10.1007/s12149-024-01992-8","DOIUrl":"10.1007/s12149-024-01992-8","url":null,"abstract":"<div><h3>Objectives</h3><p>This study aimed to assess the performance of state-of-the-art multimodal large language models (LLMs), specifically GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro, on Japanese Nuclear Medicine Board Examination (JNMBE) questions and to evaluate the influence of visual information on the decision-making process.</p><h3>Methods</h3><p>This study utilized 92 questions with images from the JNMBE (2019–2023). The LLMs’ responses were assessed under two conditions: providing both text and images and providing only text. Each model answered all questions thrice, and the most frequent answer choice was considered the final answer. The accuracy and agreement rates among the model answers were evaluated using statistical tests.</p><h3>Results</h3><p>GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro exhibited no significant differences in terms of accuracy between the text-and-image and text-only conditions. GPT-4o and Claude 3 Opus demonstrated accuracies of 54.3% (95% CI: 44.2%–64.1%) each when provided with both text and images; however, they selected the same options as in the text-only condition for 71.7% of the questions. Gemini 1.5 Pro performed significantly worse than GPT-4o under text and image conditions. The agreement rates among the model answers ranged from weak to moderate.</p><h3>Conclusion</h3><p>The influence of images on decision-making in nuclear medicine is limited to the latest multimodal LLMs, and their diagnostic ability in this highly specialized field remains insufficient. Improving the utilization of image information and enhancing the answer reproducibility are crucial for the effective application of LLMs in nuclear medicine education and practice. Further advancements in these areas are necessary to harness the potential of LLMs as assistants in nuclear medicine diagnosis.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 2","pages":"217 - 224"},"PeriodicalIF":2.5,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142613513","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
Comparison of early and standard 18F-PSMA-11 PET/CT imaging in treatment-naïve patients with prostate cancer 对治疗无效的前列腺癌患者进行早期和标准 18F-PSMA-11 PET/CT 成像比较。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-10 DOI: 10.1007/s12149-024-02000-9
Xiaolin Sun, Guojin Zhang, Qing Zhang, Hui Yuan, Lei Jiang, Taotao Sun

Objective

To evaluate the diagnostic performance of dual-time-point 18F-PSMA-11 PET/CT imaging at 30 and 60 min post-injection (p.i.) in treatment-naïve patients with prostate cancer (PCa).

Methods

Twenty treatment-naïve patients with histology-proven PCa who underwent 18F-PSMA-11 PET/CT scans at both 30 and 60-min p.i. were retrospectively analyzed. Lesion detection, semi-quantitative analysis of lesion and background, and unspecific bone uptake (UBU) between two time points were evaluated and compared. Besides, interrater reliability was also evaluated.

Results

Lesion detection was consistent at both 30 and 60-min p.i. imaging of 20 patients (mean age 72 ± 9), identifying 27 primary prostate lesions, 84 lymph node metastases, bone metastases in 8 patients, and other metastases in 2 patients. Primary prostate lesions showed no significant difference in SUVmax and target-to-blood pool (T/B) ratios between the two imaging times, while these parameters significantly increased over time in bone metastases. Lymph node metastases showed no significant difference in SUVmax but higher T/B ratios at 60 min compared to 30 min. A higher frequency of UBU was observed at 60 min (37.3%) compared to 30 min (32.3%), with significantly higher SUVmax and T/B ratios at 60 min. 85.6% UBU was categorized as PSMA-RADS 2 at 60 min, and the others were PSMA-RADS 3 or 4. The most frequent localization was vertebrae, followed by ribs. Interrater reliability was almost perfect for lesion detection at both time points.

Conclusion

Early 30-min 18F-PSMA-11 PET/CT imaging provided comparable PCa lesion detection and semi-quantitative analysis with reduced UBU to the standard 60-min imaging.

目的评估注射后30分钟和60分钟双时间点18F-PSMA-11 PET/CT成像对未经治疗的前列腺癌(PCa)患者的诊断性能:方法:对20名组织学证实的前列腺癌治疗无效患者进行回顾性分析,这些患者在注射后30分钟和60分钟接受了18F-PSMA-11 PET/CT扫描。对两个时间点的病灶检测、病灶和背景的半定量分析以及非特异性骨摄取(UBU)进行了评估和比较。此外,还评估了检查者之间的可靠性:20名患者(平均年龄72±9岁)在30分钟和60分钟时点的病灶检测结果一致,共发现27个原发性前列腺病灶、84个淋巴结转移灶、8名患者的骨转移灶和2名患者的其他转移灶。原发性前列腺病变的 SUVmax 和靶-血池(T/B)比在两次成像时间之间无明显差异,而骨转移灶的这些参数随时间推移显著增加。淋巴结转移灶的 SUVmax 没有明显差异,但 60 分钟与 30 分钟相比,T/B 比值更高。与 30 分钟(32.3%)相比,60 分钟(37.3%)观察到的 UBU 频率更高,60 分钟的 SUVmax 和 T/B 比值也明显更高。最常见的定位是脊椎,其次是肋骨。两个时间点的病灶检测的互斥可靠性几乎完美:结论:早期30分钟18F-PSMA-11 PET/CT成像可提供与标准60分钟成像相当的PCa病灶检测和半定量分析,同时降低了UBU。
{"title":"Comparison of early and standard 18F-PSMA-11 PET/CT imaging in treatment-naïve patients with prostate cancer","authors":"Xiaolin Sun,&nbsp;Guojin Zhang,&nbsp;Qing Zhang,&nbsp;Hui Yuan,&nbsp;Lei Jiang,&nbsp;Taotao Sun","doi":"10.1007/s12149-024-02000-9","DOIUrl":"10.1007/s12149-024-02000-9","url":null,"abstract":"<div><h3>Objective</h3><p>To evaluate the diagnostic performance of dual-time-point <sup>18</sup>F-PSMA-11 PET/CT imaging at 30 and 60 min post-injection (p.i.) in treatment-naïve patients with prostate cancer (PCa).</p><h3>Methods</h3><p>Twenty treatment-naïve patients with histology-proven PCa who underwent <sup>18</sup>F-PSMA-11 PET/CT scans at both 30 and 60-min p.i. were retrospectively analyzed. Lesion detection, semi-quantitative analysis of lesion and background, and unspecific bone uptake (UBU) between two time points were evaluated and compared. Besides, interrater reliability was also evaluated.</p><h3>Results</h3><p>Lesion detection was consistent at both 30 and 60-min p.i. imaging of 20 patients (mean age 72 ± 9), identifying 27 primary prostate lesions, 84 lymph node metastases, bone metastases in 8 patients, and other metastases in 2 patients. Primary prostate lesions showed no significant difference in SUVmax and target-to-blood pool (T/B) ratios between the two imaging times, while these parameters significantly increased over time in bone metastases. Lymph node metastases showed no significant difference in SUVmax but higher T/B ratios at 60 min compared to 30 min. A higher frequency of UBU was observed at 60 min (37.3%) compared to 30 min (32.3%), with significantly higher SUVmax and T/B ratios at 60 min. 85.6% UBU was categorized as PSMA-RADS 2 at 60 min, and the others were PSMA-RADS 3 or 4. The most frequent localization was vertebrae, followed by ribs. Interrater reliability was almost perfect for lesion detection at both time points.</p><h3>Conclusion</h3><p>Early 30-min <sup>18</sup>F-PSMA-11 PET/CT imaging provided comparable PCa lesion detection and semi-quantitative analysis with reduced UBU to the standard 60-min imaging.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 3","pages":"295 - 302"},"PeriodicalIF":2.5,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142613511","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
Increased individual workload for nuclear medicine physicians over the past years: 2008–2023 data from The Netherlands 过去几年核医学医生个人工作量的增加:2008-2023 年荷兰的数据。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-10 DOI: 10.1007/s12149-024-01995-5
Asaad A. H. Amasha, Ömer Kasalak, Andor W. J. M. Glaudemans, Walter Noordzij, Rudi A. J. O. Dierckx, Klaas-Pieter Koopmans, Thomas C. Kwee

Objecive

To investigate temporal trends in the individual workload of nuclear medicine physicians at a large tertiary care academic center between 2008 and 2023.

Methods

This study analyzed the reporting workload of nuclear medicine physicians in a large tertiary care academic center in The Netherlands on 36 unique (randomly sampled) calendar days, for each year between 2008 and 2023. The average daily departmental workload (measured with relative value units) was calculated for each year between 2008 and 2023. The individual workload was calculated by dividing the average daily departmental workload in each year by the available full-time equivalent nuclear medicine physicians in each year. Mann–Kendall tests were used to assess for any temporal monotonic trends in individual workload and types of nuclear medicine procedures performed.

Results

Individual workload increased significantly between 2008 and 2023 (Mann–Kendall tau of 0.611, P = 0.001). Individual workload in 2023 was 86% higher than in 2008. The use of positron emission tomography (PET) increased significantly (Mann–Kendall tau of 0.912, P < 0.001) between 2008 and 2023. The use of diagnostic scintigraphy decreased significantly in the same period (Mann–Kendall tau of -0.817, P < 0.001). The use of DEXA also showed a significant decrease (Mann–Kendall tau of -0.467, P = 0.013), but this decrease was negligible on a relative scale. The number of therapeutic procedures (Mann–Kendall tau of -0.100, P = 0.626) remained statistically stable in this period.

Conclusions

Our single-center study showed that the individual workload of nuclear medicine physicians has increased significantly between 2008 and 2023, driven by the rise in PET scans. The demand for both diagnostic and therapeutic nuclear medicine procedures and associated workload is expected to keep on increasing in the foreseeable future. This workload trend should be taken into account by policymakers involved in nuclear medicine staffing planning. A healthy balance between the nuclear medicine workforce and workload is necessary to maintain the quality of care, to be able to perform other important (academic) tasks such as research, educating and training medical students and residents, and management, and to prevent physician burnout and dropout.

目的研究一家大型三级医疗学术中心核医学医师个人工作量在 2008 年至 2023 年间的时间趋势:本研究分析了荷兰一家大型三级医疗学术中心的核医学医师在 2008 年至 2023 年间每年 36 个唯一(随机抽样)日历日的报告工作量。计算了 2008 年至 2023 年期间每年的部门日平均工作量(以相对值单位衡量)。个人工作量的计算方法是将每年的部门日均工作量除以每年可用的全职等效核医学医生人数。曼-肯德尔检验用于评估个人工作量和核医学程序类型的时间单调趋势:结果:2008 年至 2023 年间,个人工作量大幅增加(Mann-Kendall tau 为 0.611,P = 0.001)。2023 年的个人工作量比 2008 年高出 86%。正电子发射断层扫描(PET)的使用显著增加(Mann-Kendall tau为0.912,P 结论:2023年的工作量比2008年增加了86%:我们的单中心研究表明,在 PET 扫描增加的推动下,核医学医生的个人工作量在 2008 年至 2023 年期间大幅增加。在可预见的未来,对诊断和治疗核医学程序的需求及相关工作量预计将持续增长。参与核医学人员配置规划的决策者应考虑到这一工作量趋势。核医学工作人员和工作量之间的健康平衡对于维持医疗质量、完成其他重要(学术)任务(如研究、教育和培训医科学生和住院医师以及管理)以及防止医生职业倦怠和辍学都是必要的。
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引用次数: 0
Research trends and hotspots of radioiodine-refractory thyroid cancer treatment in the twenty-first century: a bibliometric analysis 21世纪放射性碘难治性甲状腺癌治疗的研究趋势和热点:文献计量分析。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-11-05 DOI: 10.1007/s12149-024-01998-2
Yuhang Xue, Yuzhe Zhang, Xintao Ding, Xinyu Wu, Bo Li, Ye Zhang, Yongju Gao

The treatment of radioiodine-refractory differentiated thyroid cancer (RAIR-DTC) has made significant advancements in the twenty-first century. This study aimed to assess the current state of research and identify potential new directions by conducting a bibliometric analysis of scientific publications on RAIR-DTC treatment. Publications relevant to RAIR-DTC, published from January 1, 2000, to December 31, 2023, were retrieved from the Web of Science Core Collection. Bibliometric analyses of major keywords, authors, countries, institutions, publications, and journals were conducted using CiteSpace and VOSviewer. A total of 859 papers were included in the analysis. The results demonstrated a rising trend in the number of publications over time. The United States was identified as the leading contributor in terms of publication output, citations, and international collaborations. Gustave Roussy emerged as the top organization in publication productivity, while the journal Thyroid had the highest number of related publications. The research on RAIR treatment was categorized into three key hotspots: clinical trials of targeted therapies, novel therapeutic strategies, and debates surrounding the RAIR-DTC management. RAIR-DTC research is expanding from the clinical trial phase of tyrosine kinase inhibitor monotherapy to a more complex combination therapy strategy, in particular, the synergistic effect of immune checkpoint inhibitors and other therapeutic agents, requiring more high-quality prospective studies to validate the clinical benefits. Moreover, the timely identification of RAIR-DTC patients holds the potential to enable early disease intervention, constituting a pivotal novel research direction in the future.

放射性碘难治性分化型甲状腺癌(RAIR-DTC)的治疗在二十一世纪取得了重大进展。本研究旨在通过对有关 RAIR-DTC 治疗的科学出版物进行文献计量分析,评估研究现状并确定潜在的新方向。研究人员从科学网核心数据库中检索了 2000 年 1 月 1 日至 2023 年 12 月 31 日期间发表的与 RAIR-DTC 相关的出版物。使用 CiteSpace 和 VOSviewer 对主要关键词、作者、国家、机构、出版物和期刊进行了文献计量分析。共有 859 篇论文被纳入分析。结果表明,随着时间的推移,论文数量呈上升趋势。美国被确定为在出版物产出、引用和国际合作方面的主要贡献者。古斯塔夫-鲁西(Gustave Roussy)是发表论文数量最多的机构,而《甲状腺》杂志的相关论文数量最多。RAIR治疗研究分为三大热点:靶向疗法的临床试验、新型治疗策略以及围绕RAIR-DTC管理的争论。RAIR-DTC研究正从酪氨酸激酶抑制剂单药治疗的临床试验阶段向更复杂的联合治疗策略扩展,尤其是免疫检查点抑制剂和其他治疗药物的协同作用,需要更多高质量的前瞻性研究来验证其临床获益。此外,及时发现 RAIR-DTC 患者有可能实现早期疾病干预,这也是未来一个重要的新研究方向。
{"title":"Research trends and hotspots of radioiodine-refractory thyroid cancer treatment in the twenty-first century: a bibliometric analysis","authors":"Yuhang Xue,&nbsp;Yuzhe Zhang,&nbsp;Xintao Ding,&nbsp;Xinyu Wu,&nbsp;Bo Li,&nbsp;Ye Zhang,&nbsp;Yongju Gao","doi":"10.1007/s12149-024-01998-2","DOIUrl":"10.1007/s12149-024-01998-2","url":null,"abstract":"<div><p>The treatment of radioiodine-refractory differentiated thyroid cancer (RAIR-DTC) has made significant advancements in the twenty-first century. This study aimed to assess the current state of research and identify potential new directions by conducting a bibliometric analysis of scientific publications on RAIR-DTC treatment. Publications relevant to RAIR-DTC, published from January 1, 2000, to December 31, 2023, were retrieved from the Web of Science Core Collection. Bibliometric analyses of major keywords, authors, countries, institutions, publications, and journals were conducted using CiteSpace and VOSviewer. A total of 859 papers were included in the analysis. The results demonstrated a rising trend in the number of publications over time. The United States was identified as the leading contributor in terms of publication output, citations, and international collaborations. Gustave Roussy emerged as the top organization in publication productivity, while the journal Thyroid had the highest number of related publications. The research on RAIR treatment was categorized into three key hotspots: clinical trials of targeted therapies, novel therapeutic strategies, and debates surrounding the RAIR-DTC management. RAIR-DTC research is expanding from the clinical trial phase of tyrosine kinase inhibitor monotherapy to a more complex combination therapy strategy, in particular, the synergistic effect of immune checkpoint inhibitors and other therapeutic agents, requiring more high-quality prospective studies to validate the clinical benefits. Moreover, the timely identification of RAIR-DTC patients holds the potential to enable early disease intervention, constituting a pivotal novel research direction in the future.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 1","pages":"9 - 20"},"PeriodicalIF":2.5,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12149-024-01998-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142581951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Annals of Nuclear Medicine
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