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Radioligand Therapy in Patients with Lung Neuroendocrine Tumors: A Systematic Review on Efficacy and Safety 肺神经内分泌肿瘤患者的放射性配体疗法:疗效与安全性系统综述》。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.05.001

Neuroendocrine neoplasms (NENs), arising from various sites, present therapeutic challenges. Radioligand therapy (RLT) is effective for unresectable/metastatic NENs with increased somatostatin receptor uptake. While evidence supports RLT's efficacy in midgut NETs, its role in lung NETs remains underexplored. Clinical guidelines place RLT as a third or fourth-line option in this setting. However, in the last years several studies investigated mainly retrospectively effectiveness and safety of RLT in lung NET. The aim of this review is to assess the efficacy and safety of RLT in patients with lung NETs. Following PRISMA guidelines, a systematic review of MEDLINE and EMBASE databases retrieved English articles until March 31, 2023. Inclusion criteria encompassed studies involving RLT in lung NETs with efficacy and safety assessments. Twenty-seven studies met the criteria, totaling 786 patients. The pooled analysis revealed a 25.6% objective response rate and 75.6% disease control rate. Median progression-free survival averaged 20 months, while overall survival averaged 45 months. Factors affecting response included tumor burden, prior treatments, 18F-FDG PET scan uptake, and histological variants. RLT exhibited manageable grade 1/2 adverse effects, predominantly hematological, with Lu177 demonstrating a more favorable profile than Y90. The findings support RLT's effectiveness in lung NETs, offering hope for advanced SSTR-positive patients. Although identifying predictive factors for response remains challenging, RLT retained efficacy even after prior therapies and typical carcinoids displayed a slightly better response than atypical ones. Prospective trials are imperative to establish RLT's definitive efficacy and its place in the therapeutic landscape for lung NETs.

来自不同部位的神经内分泌肿瘤(NENs)给治疗带来了挑战。放射性配体疗法(RLT)对体生长抑素受体摄取增加的不可切除/转移性神经内分泌瘤有效。虽然有证据表明 RLT 对中肠 NET 有疗效,但其在肺 NET 中的作用仍未得到充分探索。临床指南将 RLT 作为这种情况下的三线或四线选择。然而,在过去几年中,有几项研究主要是回顾性地调查了RLT在肺NET中的有效性和安全性。本综述旨在评估 RLT 对肺 NET 患者的有效性和安全性。根据PRISMA指南,我们对MEDLINE和EMBASE数据库进行了系统性回顾,检索了截至2023年3月31日的英文文章。纳入标准包括RLT治疗肺NET的疗效和安全性评估研究。符合标准的研究有 27 项,共计 786 名患者。汇总分析显示,客观反应率为25.6%,疾病控制率为75.6%。无进展生存期中位数平均为20个月,总生存期平均为45个月。影响反应的因素包括肿瘤负荷、之前的治疗、18F-FDG PET 扫描摄取量和组织学变异。RLT出现了可控的1/2级不良反应,主要是血液学不良反应,其中Lu177的不良反应比Y90更严重。研究结果支持RLT对肺NET的有效性,为晚期SSTR阳性患者带来了希望。尽管确定反应的预测因素仍具有挑战性,但RLT在既往治疗后仍能保持疗效,而且典型类癌的反应略好于非典型类癌。前瞻性试验对于确定RLT的确切疗效及其在肺NET治疗中的地位至关重要。
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引用次数: 0
Advances in PSMA Alpha Theragnostics PSMA Alpha 热成像仪的进展。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.03.004

Alpha theranostics offer an attractive alternative form of therapy, which has best been investigated and documented with 225Ac-PSMA in patients with prostate cancer. Advantages offered by targeted alpha therapy include overcoming radiation resistance, oxygen independence, effecting double-stranded DNA breakages within the tumors with anticipated improved clinical outcomes and an acceptable side effect profile. The previous Seminars article on this topic, published in 2020, had to rely mostly on published case reports and small observational studies. In the last few years, however, several meta-analyses have emerged that evaluate the safety and efficacy of 225Ac-PSMA in prostate cancer patients, followed most recently by a multi-center retrospective study initiated by WARMTH. The findings of these publications, together with the exploration of TAT offered in clinical conditions other than as a last resort, is the focus of this updated overview. Unresolved clinical issues that remain, include the appropriate selection of patients that would benefit most from treatment with 225Ac-PSMA, treatment timing within the disease landscape, optimal dosing schedule, dosimetry, when and how to best use combination therapies and minimization and treatment of side effects, particularly that of xerostomia.

α治疗仪提供了一种极具吸引力的替代治疗方式,225Ac-PSMA 对前列腺癌患者进行了最好的研究和记录。α靶向疗法的优势包括克服辐射抗性、不依赖氧气、可在肿瘤内造成双链DNA断裂,预计可改善临床疗效,并具有可接受的副作用。2020 年发表的上一篇有关该主题的研讨会文章主要依赖于已发表的病例报告和小型观察研究。但在过去几年中,出现了几项评估 225Ac-PSMA 在前列腺癌患者中安全性和有效性的荟萃分析,最近由 WARMTH 发起的一项多中心回顾性研究也对此进行了评估。这些出版物的研究结果,以及对 TAT 作为最后手段以外的临床条件的探索,是本最新综述的重点。目前仍未解决的临床问题包括:如何适当选择从 225Ac-PSMA 治疗中获益最多的患者、疾病状况下的治疗时机、最佳剂量表、剂量测定、何时以及如何最好地使用联合疗法,以及如何最大限度地减少和治疗副作用,尤其是口腔干燥症。
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引用次数: 0
Targeted Radiopharmaceutical Therapy for Bone Metastases 骨转移瘤的靶向放射性药物疗法。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.05.006

Radiopharmaceutical approaches for targeting bone metastasis have traditionally focused on palliation of pain. Several agents have been clinically used over the last several decades and have proven value in pain palliation providing pain relief and improving quality of life. The role is well established across several malignancies, most commonly used in osteoblastic prostate cancer patients. These agents have primarily based on targeting and uptake in bone matrix and have mostly included beta emitting isotopes. The advent alpha emitter and FDA approval of 223Ra-dichloride has created a paradigm shift in clinical approach from application for pain palliation to treatment of bone metastasis. The approval of 223Ra-dichloride given the survival benefit in metastatic prostate cancer patients, led to predominant use of this alpha emitter in prostate cancer patients. With rapid development of radiopharmaceutical therapies and approval of other targeted agents such as 177Lu-PSMA the approach to treatment of bone metastasis has further evolved and combination treatments have increasingly been applied. Novel approaches are needed to improve and expand the use of such therapies for treatment of bone metastasis. Combination therapies with different targeting mechanisms, combining chemotherapies and cocktail of alpha and beta emitters need further exploration.

针对骨转移瘤的放射性药物治疗方法历来侧重于缓解疼痛。在过去的几十年中,有几种药物已用于临床,并证明了其在缓解疼痛方面的价值,可减轻疼痛并改善生活质量。这些药物在多种恶性肿瘤中的作用已得到充分证实,最常用于骨细胞性前列腺癌患者。这些药物主要基于骨基质的靶向性和摄取性,并主要包括β发射同位素。α发射同位素的出现和美国食品及药物管理局对 223Ra-dichloride 的批准,使临床方法发生了范式转变,从应用于缓解疼痛转向治疗骨转移。223Ra-二氯化物获得批准后,转移性前列腺癌患者的生存率提高,因此这种α发射体在前列腺癌患者中得到了广泛应用。随着放射性药物疗法的快速发展以及 177Lu-PSMA 等其他靶向药物的获批,骨转移治疗方法得到了进一步发展,联合疗法也得到了越来越多的应用。需要采用新的方法来改进和扩大此类疗法在骨转移瘤治疗中的应用。需要进一步探索具有不同靶向机制的联合疗法、联合化疗以及α和β发射体鸡尾酒疗法。
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引用次数: 0
Theranostics of Thyroid Cancer 甲状腺癌的血清疗法
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.01.011

Molecular imaging is pivotal in evaluating and managing patients with different thyroid cancer histotypes. The existing, pathology-based, risk stratification systems can be usefully refined, by incorporating tumor-specific molecular and molecular imaging biomarkers with theranostic value, allowing patient-specific treatment decisions. Molecular imaging with different radioactive iodine isotopes (ie, I131, I123, I124) is a central component of differentiated carcinoma (DTC)'s risk stratification while [18F]F-fluorodeoxyglucose ([18F]FDG) PET/CT is interrogated about disease aggressiveness and presence of distant metastases. Moreover, it is particularly useful to assess and risk-stratify patients with radioiodine-refractory DTC, poorly differentiated, and anaplastic thyroid cancers. [18F]F-dihydroxyphenylalanine (6-[18F]FDOPA) PET/CT is the most specific and accurate molecular imaging procedure for patients with medullary thyroid cancer (MTC), a neuroendocrine tumor derived from thyroid C-cells. In addition, [18F]FDG PET/CT can be used in patients with more aggressive clinical or biochemical (ie, serum markers levels and kinetics) MTC phenotypes. In addition to conventional radioiodine therapy for DTC, new redifferentiation strategies are now available to restore uptake in radioiodine-refractory DTC. Moreover, peptide receptor theranostics showed promising results in patients with advanced and metastatic radioiodine-refractory DTC and MTC, respectively. The current appropriate role and future perspectives of molecular imaging and theranostics in thyroid cancer are discussed in our present review.

分子成像在评估和管理不同甲状腺癌组织类型的患者方面至关重要。通过纳入具有治疗价值的肿瘤特异性分子和分子成像生物标志物,可以对现有的基于病理学的风险分层系统进行有益的改进,从而做出针对患者的治疗决策。使用不同放射性碘同位素(即 I131、I123、I124)进行分子成像是分化型癌症(DTC)风险分层的核心组成部分,而[18F]F-氟脱氧葡萄糖([18F]FDG)正电子发射计算机断层扫描(PET/CT)则可检测疾病的侵袭性和是否存在远处转移。此外,[18F]F-氟脱氧葡萄糖 PET/CT 对放射性碘难治性 DTC、分化不良和无细胞甲状腺癌患者的评估和风险分级也特别有用。[18F]F-二羟基苯丙氨酸(6-[18F]FDOPA)PET/CT是甲状腺髓样癌患者最特异、最准确的分子成像程序,甲状腺髓样癌是一种源自甲状腺C细胞的神经内分泌肿瘤。此外,[18F]FDG PET/CT 还可用于临床或生化(即血清标志物水平和动力学)表型更具侵袭性的 MTC 患者。除了对 DTC 采用传统的放射性碘治疗外,现在还有新的再分化策略可用于恢复放射性碘难治性 DTC 的摄取。此外,肽受体疗法在晚期和转移性放射性碘难治性 DTC 和 MTC 患者中分别显示出良好的疗效。本综述讨论了分子成像和治疗药物目前在甲状腺癌中的适当作用和未来前景。
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引用次数: 0
Selective Internal Radiotherapy in Liver Tumors: Early Promise Yet to be Fulfilled 肝脏肿瘤的选择性内放射治疗:尚待兑现的早期承诺。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.03.006

Selective intra-arterial radiotherapy (SIRT) is a technique which has evolved over the past 30 years. In present this is primarily used to treat primary and secondary tumors in the liver. The technique normally depends on the delivery of a therapeutic radiopharmaceutical or radiolabeled particulate via a radiologically placed intra-arterial catheter in the hepatic artery. This is because most of these tumors have a single arterial blood supply but normal hepatocytes are supplied by both the hepatic artery and portal vein. Initially, this was done with I-131 labelled poppy seed oil but this technique was only used in a few centers. The technique became more popular when Y-90 particulates become widely available. Early results were promising but in phase 3 randomized controlled trials resulted in disappointing results compared to systemic chemotherapy. More recent work however, have shown that increasing the radiation dose to the tumor to at least 60Gy and combining with more effective systemic therapies are starting to produce better clinical results. There have also been advances in the angiographic methods used to make this into a day-case technique and the use of new radionuclides such as Ho-166 and Re-188 provides a wider range of possible SIRT techniques.

选择性动脉内放射治疗(SIRT)是一项历经 30 年发展的技术。目前主要用于治疗肝脏的原发性和继发性肿瘤。该技术通常依赖于通过在肝动脉内放置一根放射导管来输送治疗性放射性药物或放射性标记微粒。这是因为大多数此类肿瘤只有单一动脉供血,而正常肝细胞则由肝动脉和门静脉同时供血。最初,这种方法是用 I-131 标记的罂粟籽油,但这种技术只在少数中心使用。随着 Y-90 微粒的广泛应用,这种技术变得更加流行。早期的结果很有希望,但在 3 期随机对照试验中,与全身化疗相比,结果令人失望。不过,最近的研究表明,将肿瘤的放射剂量提高到至少 60Gy,并与更有效的全身疗法相结合,开始产生更好的临床效果。血管造影方法也有了进步,使其成为一种日间病例技术,Ho-166 和 Re-188 等新放射性核素的使用为 SIRT 技术提供了更广泛的可能性。
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引用次数: 0
Navigating The Prostate Cancer Frontier: A Bibliometric and Altmetric Analysis of [225Ac]Ac-PSMA Therapy 前列腺癌前沿导航:关于[225Ac]Ac-PSMA疗法的文献计量和Altmetric分析》。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.04.004

The main aim of this study was to evaluate the current state of bibliometric and altmetric research output of [225Ac]Ac-Prostate specific membrane antigen (PSMA) and its implications for prostate cancer (PC). Both PubMed and Scopus digital libraries were systematically explored to retrieve relevant data on the topic of interest. The study of various bibliometric and altmetric indices was facilitated through the use of Microsoft Excel, Stata (Version 17.0), and VOSviewer (Version 1.6) Softwares. The parameters included in this study comprised the examination of published articles, annual trends, countries, institutions, authors, journals, and co-occurring keywords. From 2014 to 2024, our study examined a total of 100 publications within the given domain. The studies that received the highest citations primarily centered on the crucial topic of metastatic castration-resistant prostate cancer, with a particular emphasis on evaluating the safety and effectiveness of [225Ac]Ac-PSMA therapy. Moreover, much scholarly inquiry has been devoted to examining the [225Ac]Ac-PSMA adverse effects. Three high prolific countries (namely, Germany, United States, and South Africa) dominated the research render in terms of publications and citations. Finally, A strong correlation was observed between altmetric score and citation number (P < 0.001). The observed surge in scholarly research output and altmetric indicators associated with [225Ac]Ac-PSMA signifies a shift in emphasis towards embracing alpha targeted therapy in PC.

本研究的主要目的是评估[225Ac]Ac-前列腺特异性膜抗原(PSMA)的文献计量学和高度计量学研究成果现状及其对前列腺癌(PC)的影响。我们系统地浏览了 PubMed 和 Scopus 数字图书馆,以检索相关主题的相关数据。通过使用 Microsoft Excel、Stata(17.0 版)和 VOSviewer(1.6 版)软件,促进了对各种文献计量学和 Altmetric 指数的研究。本研究中的参数包括已发表文章、年度趋势、国家、机构、作者、期刊和共同出现的关键词。从 2014 年到 2024 年,我们的研究共检查了 100 篇特定领域内的出版物。引用率最高的研究主要集中在转移性去势抵抗性前列腺癌这一关键主题上,尤其侧重于评估[225Ac]Ac-PSMA疗法的安全性和有效性。此外,许多学术研究都致力于研究[225Ac]Ac-PSMA 的不良反应。三个高产国家(即德国、美国和南非)在论文发表和引用方面占据了研究的主导地位。最后,在 altmetric 分数和引用次数之间发现了很强的相关性(P < 0.001)。观察到与[225Ac]Ac-PSMA相关的学术研究成果和学术指标激增,这表明PC的研究重点已转向接受α靶向治疗。
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引用次数: 0
Radioactive Iodine Therapy in Differentiated Thyroid Cancer: An Update on Dose Recommendations and Risk of Secondary Primary Malignancies 放射性碘治疗分化型甲状腺癌:剂量建议和继发性原发性恶性肿瘤风险的最新进展。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.05.002

Radioactive iodine (RAI) therapy with iodine-131 is performed in select cases of differentiated thyroid cancer (DTC), typically for remnant ablation, adjuvant therapy, or treatment of known persistent disease. Herein, we review updated RAI dose recommendations and associated risks of secondary primary malignancy (SPM). RAI dose is usually chosen empirically based on the risk assessment of tumor recurrence and other factors. Dose recommendations differ slightly among relevant medical societies. As of April 2024, most medical societies, including the American Thyroid Association (ATA), European Thyroid Association (ETA), Society of Nuclear Medicine and Molecular Imaging/European Association of Nuclear Medicine (SNMMI/ EANM), and National Comprehensive Cancer Network (NCCN), recommend a dose of 1.11 GBq (30 mCi) I-131 for remnant ablation. For adjuvant therapy, the recommended RAI dose ranges from 1.11 to 3.7 GBq (30-100) mCi I-131, although doses up to 5.6 GBq (150 mCi) may also be considered. In patients with known or suspected metastatic disease, at least 3.7 GBq (100 mCi) I-131 should be administered, and RAI doses as high as 7.4 GBq (200 mCi) may be justified depending on the suspected tumor burden and extent. Dosimetry has the advantage of tailoring the RAI dose to each patient's pharmacokinetics, resulting in ≥ 7.4 GBq (200 mCi) of I-131 in most cases. There is an ongoing debate about the risk of developing SPM due to RAI therapy, with several multicenter studies and meta-analyses concerning SPM being published in the last 2 years. The incidence of RAI-associated SPM varies according to the study design and detection method. Several studies showed no increased incidence, and there was no specific secondary cancer or cancer group linked to RAI exposures. Some reports indicated that cumulative RAI doses exceeding 5.6–7.4 GBq (150-200 mCi) were found to represent an increased risk for developing SPM. However, a clearly defined dose threshold cannot be provided based on the current literature. Nonetheless, caution should be exercised when considering repeated RAI therapies for persistent metastatic PTC, with a cumulative dose exceeding 37.0 GBq (1,000 mCi), due to the potential risk of developing SPM and other long-term toxicity. Further research is warranted to understand better the relationship between RAI dose and the risk of SPM.

碘-131放射性碘(RAI)治疗适用于分化型甲状腺癌(DTC)的特定病例,通常用于残余消融、辅助治疗或已知顽固性疾病的治疗。在此,我们回顾了最新的 RAI 剂量建议和继发性原发恶性肿瘤 (SPM) 的相关风险。RAI 剂量通常根据肿瘤复发风险评估和其他因素经验性选择。相关医学会的剂量建议略有不同。截至 2024 年 4 月,包括美国甲状腺协会 (ATA)、欧洲甲状腺协会 (ETA)、核医学与分子影像学会/欧洲核医学协会 (SNMMI/ EANM) 和美国国立综合癌症网络 (NCCN) 在内的大多数医学会都建议残余消融的 I-131 剂量为 1.11 GBq (30 mCi)。对于辅助治疗,推荐的 RAI 剂量范围为 1.11 至 3.7 GBq (30-100) mCi I-131,但也可考虑最高 5.6 GBq (150 mCi) 的剂量。对于已知或疑似转移性疾病的患者,至少应使用 3.7 GBq(100 mCi)I-131,根据疑似肿瘤的负荷和范围,RAI 剂量可高达 7.4 GBq(200 mCi)。剂量测定法的优势在于可根据每位患者的药代动力学调整 RAI 剂量,在大多数情况下,I-131 的剂量≥ 7.4 GBq (200 mCi)。关于 RAI 治疗导致 SPM 的风险一直存在争论,近两年发表了多项有关 SPM 的多中心研究和荟萃分析。RAI 相关 SPM 的发生率因研究设计和检测方法而异。有几项研究显示发病率没有增加,也没有特定的继发性癌症或癌症组与 RAI 暴露有关。一些报告指出,RAI 累积剂量超过 5.6-7.4 GBq(150-200 mCi)时,罹患 SPM 的风险会增加。不过,根据目前的文献,还无法提供一个明确定义的剂量阈值。尽管如此,由于存在罹患 SPM 和其他长期毒性的潜在风险,在考虑对持续转移性 PTC 进行重复 RAI 治疗(累积剂量超过 37.0 GBq(1,000 mCi))时应谨慎行事。为了更好地了解 RAI 剂量与 SPM 风险之间的关系,有必要开展进一步研究。
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引用次数: 0
Letter from the Editors 编辑来信
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.06.004
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引用次数: 0
Prostate Cancer Theranostics With 177Lu-PSMA 采用 177Lu-PSMA 的前列腺癌血清学疗法。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.02.007

This review paper highlights the transformative role of PSMA-targeted diagnostics and therapy in prostate cancer management, particularly focusing on 177Lu-PSMA-617, approved by the FDA and EMA for metastatic castration-resistant prostate cancer (mCRPC) patients post-chemotherapy and ARPI treatment. Originating from the VISION trial's success, this paper navigates the current radioligand therapy (RLT) indications, emphasizing practical patient selection, planning, and treatment execution. It critically examines Lu-PSMA's comparative effectiveness against cabazitaxel and Ra-223, addressing decision-making dilemmas for mCRPC treatments. Furthermore, the paper discusses Lu-PSMA in chemotherapy-naïve patients and its application in hormone-sensitive prostate cancer, underlined by ongoing global studies. A significant concern is Lu-PSMA's long-term safety profile, particularly nephrotoxicity risks, necessitating further investigation. The possibility of Lu-PSMA rechallenge in responsive patients is explored, stressing the need for comprehensive analyses and real-world data to refine treatment protocols. Conclusively, PSMA-targeted therapy marks a significant advance in prostate cancer therapy, advocating for its integration into a multimodal, patient-centric treatment approach. The review underscores the imperative for additional comparative studies to optimize treatment sequences and outcomes, ultimately enhancing long-term prognosis and disease control in prostate cancer management.

这篇综述论文强调了 PSMA 靶向诊断和治疗在前列腺癌治疗中的变革性作用,尤其关注 177Lu-PSMA-617,它已获得 FDA 和 EMA 批准,用于化疗和 ARPI 治疗后的转移性阉割抗性前列腺癌 (mCRPC) 患者。本文从 VISION 试验的成功经验出发,介绍了目前的放射性配体疗法 (RLT) 适应症,强调了实用的患者选择、计划和治疗执行。它认真研究了 Lu-PSMA 与卡巴他赛和 Ra-223 的疗效比较,解决了 mCRPC 治疗的决策难题。此外,本文还讨论了 Lu-PSMA 在化疗无效患者中的应用以及在激素敏感性前列腺癌中的应用,并强调了正在进行的全球研究。一个值得关注的问题是 Lu-PSMA 的长期安全性,尤其是肾毒性风险,这需要进一步研究。研究还探讨了对Lu-PSMA有反应的患者进行再挑战的可能性,强调需要综合分析和实际数据来完善治疗方案。最后,PSMA 靶向治疗标志着前列腺癌治疗的重大进展,主张将其纳入多模式、以患者为中心的治疗方法中。该综述强调,必须开展更多的比较研究,以优化治疗顺序和结果,最终改善前列腺癌治疗的长期预后和疾病控制。
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引用次数: 0
Future Perspectives of Artificial Intelligence in Bone Marrow Dosimetry and Individualized Radioligand Therapy 人工智能在骨髓剂量测定和个体化放射性配体疗法中的未来前景。
IF 4.6 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-07-01 DOI: 10.1053/j.semnuclmed.2024.06.003

Radioligand therapy is an emerging and effective treatment option for various types of malignancies, but may be intricately linked to hematological side effects such as anemia, lymphopenia or thrombocytopenia. The safety and efficacy of novel theranostic agents, targeting increasingly complex targets, can be well served by comprehensive dosimetry. However, optimization in patient management and patient selection based on risk-factors predicting adverse events and built upon reliable dose-response relations is still an open demand. In this context, artificial intelligence methods, especially machine learning and deep learning algorithms, may play a crucial role. This review provides an overview of upcoming opportunities for integrating artificial intelligence methods into the field of dosimetry in nuclear medicine by improving bone marrow and blood dosimetry accuracy, enabling early identification of potential hematological risk-factors, and allowing for adaptive treatment planning. It will further exemplify inspirational success stories from neighboring disciplines that may be translated to nuclear medicine practices, and will provide conceptual suggestions for future directions. In the future, we expect artificial intelligence-assisted (predictive) dosimetry combined with clinical parameters to pave the way towards truly personalized theranostics in radioligand therapy.

放射性配体疗法是治疗各类恶性肿瘤的新兴有效疗法,但可能与贫血、淋巴细胞减少或血小板减少等血液学副作用密切相关。针对日益复杂的靶点,新型治疗药物的安全性和有效性可以通过全面的剂量测定得到很好的验证。然而,基于预测不良事件的风险因素和可靠的剂量-反应关系来优化患者管理和患者选择,仍然是一个有待解决的问题。在这种情况下,人工智能方法,尤其是机器学习和深度学习算法,可能会发挥至关重要的作用。本综述概述了将人工智能方法整合到核医学剂量测定领域的机遇,包括提高骨髓和血液剂量测定的准确性,实现潜在血液风险因素的早期识别,以及允许自适应治疗规划。它将进一步举例说明可转化为核医学实践的邻近学科的鼓舞人心的成功案例,并为未来的发展方向提供概念性建议。未来,我们期待人工智能辅助(预测)剂量测定与临床参数相结合,为实现真正个性化的放射性同位素治疗铺平道路。
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引用次数: 0
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Seminars in nuclear medicine
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