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Recent advances in imaging and artificial intelligence (AI) for quantitative assessment of multiple myeloma. 用于多发性骨髓瘤定量评估的成像和人工智能(AI)的最新进展。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-08-25 eCollection Date: 2024-01-01 DOI: 10.62347/NLLV9295
Yongshun Liu, Wenpeng Huang, Yihan Yang, Weibo Cai, Zhaonan Sun

Multiple myeloma (MM) is a malignant blood disease, but there have been significant improvements in the prognosis due to advancements in quantitative assessment and targeted therapy in recent years. The quantitative assessment of MM bone marrow infiltration and prognosis prediction is influenced by imaging and artificial intelligence (AI) quantitative parameters. At present, the primary imaging methods include computed tomography (CT), magnetic resonance imaging (MRI), and positron emission tomography (PET). These methods are now crucial for diagnosing MM and evaluating myeloma cell infiltration, extramedullary disease, treatment effectiveness, and prognosis. Furthermore, the utilization of AI, specifically incorporating machine learning and radiomics, shows great potential in the field of diagnosing MM and distinguishing between MM and lytic metastases. This review discusses the advancements in imaging methods, including CT, MRI, and PET/CT, as well as AI for quantitatively assessing MM. We have summarized the key concepts, advantages, limitations, and diagnostic performance of each technology. Finally, we discussed the challenges related to clinical implementation and presented our views on advancing this field, with the aim of providing guidance for future research.

多发性骨髓瘤(MM)是一种恶性血液疾病,但近年来由于定量评估和靶向治疗的进步,其预后有了显著改善。多发性骨髓瘤骨髓浸润的定量评估和预后预测受到影像学和人工智能(AI)定量参数的影响。目前,主要的成像方法包括计算机断层扫描(CT)、磁共振成像(MRI)和正电子发射断层扫描(PET)。这些方法对于诊断骨髓瘤、评估骨髓瘤细胞浸润、髓外疾病、治疗效果和预后至关重要。此外,人工智能的应用,特别是机器学习和放射组学的结合,在诊断MM和区分MM与溶解性转移瘤方面显示出巨大的潜力。本综述讨论了成像方法(包括 CT、MRI 和 PET/CT)以及人工智能在定量评估 MM 方面的进展。我们总结了每种技术的关键概念、优势、局限性和诊断性能。最后,我们讨论了与临床实施相关的挑战,并提出了我们对推进这一领域发展的看法,旨在为未来研究提供指导。
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引用次数: 0
Hemodynamic characteristics of vertebrobasilar artery fenestration combined with vertebrobasilar dolichoectasia: a study based on magnetic resonance angiography. 椎-基底动脉瘘合并椎-基底动脉栓塞的血流动力学特征:基于磁共振血管造影的研究。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-08-25 eCollection Date: 2024-01-01 DOI: 10.62347/TLNN8316
Xiao-Qin Chen, Jie Jiang, Jian Xing, Zhao-Kai Ming, Min Zhu, Quan Bao, Ming-Cheng Hu

Purpose: This study delves into the hemodynamic characteristics of Vertebrobasilar Artery Fenestration (VBAF) combined with Vertebrobasilar Dolichoectasia (VBD) using Magnetic Resonance Angiography (MRA). By summarizing the hemodynamic features and identifying high-risk populations, we aim to provide insights for clinical treatment.

Methods: Utilizing MRA images as a foundation, arterial three-dimensional geometric models were constructed. A total of 22 cases were categorized into control, S, L, U, and Spiral groups, and numerical simulation analysis of the vessels was conducted using computational fluid dynamics methods.

Results: Hemodynamic parameters of the VBAF combined with the VBD model were obtained, including blood flow velocity, oscillatory shear stress (OSI), wall shear stress (WSS), and aneurysm formation indicator (AFI). The V, OSI, and WSS indices of the L, U, and Spiral groups were significantly higher than those of the control group (P < 0.05). High-speed blood flow, elevated WSS, and increased OSI in these groups were concentrated at the fenestration site, with scattered distribution along the tortuous vertebral artery and basilar artery segments, accompanied by significant differences in the parameters of the bilateral vertebral arteries.

Conclusion: This preliminary investigation identifies the L, U, and Spiral groups as high-risk populations. Abnormal hemodynamics may lead to a vicious cycle in vascular wall pathology, increasing the likelihood of adverse events such as cerebral infarction. Clinical attention should focus on individuals within these groups and their corresponding vascular regions.

目的:本研究利用磁共振血管造影术(MRA)深入研究椎基底动脉狭窄(VBAF)合并椎基底动脉狭窄(VBD)的血液动力学特征。通过总结血液动力学特征和识别高危人群,我们旨在为临床治疗提供见解:方法:以 MRA 图像为基础,构建动脉三维几何模型。方法:以 MRA 图像为基础,构建动脉三维几何模型,将 22 例患者分为对照组、S 组、L 组、U 组和螺旋组,并采用计算流体动力学方法对血管进行数值模拟分析:结果:获得了 VBAF 结合 VBD 模型的血流动力学参数,包括血流速度、振荡剪应力(OSI)、壁剪应力(WSS)和动脉瘤形成指标(AFI)。L组、U组和螺旋组的V、OSI和WSS指数明显高于对照组(P<0.05)。这些组的高速血流、升高的 WSS 和增加的 OSI 都集中在椎动脉瓣膜部位,沿迂曲的椎动脉和基底动脉段分散分布,同时双侧椎动脉的参数也存在显著差异:这项初步调查将 L 组、U 组和螺旋组确定为高危人群。异常的血液动力学可能会导致血管壁病理学的恶性循环,增加发生脑梗塞等不良事件的可能性。临床应重点关注这些群体中的个体及其相应的血管区域。
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引用次数: 0
Current uses and understanding of PET imaging in cardiac sarcoidosis. PET 成像在心脏肉瘤病中的当前用途和理解。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-06-15 eCollection Date: 2024-01-01 DOI: 10.62347/NANX3492
Alekhya Madiraju, Abhijit Bhattaru, Truongan Pham, Anish Pundyavana, Krishna Vamsi Rojulpote, William Y Raynor, Thomas J Werner, Abass Alavi

Sarcoidosis is a systemic disease with unclear etiology characterized by the accumulation of noncaseating, immune granulomas in affected tissues. In cardiac sarcoidosis (CS), white blood cells build up within the heart muscles, causing cardiac abnormalities. Accurate and early diagnosis of CS proves challenging. However, usage of positron emission tomography (PET) imaging, namely 18F-FDG-PET, has proven successful in diagnosing inflammatory cardiomyopathy. This review seeks to examine the role of PET in managing ventricular tachycardia in cardiac sarcoidosis. PET, in conjunction with cardiac magnetic resonance imaging (CMR) is also endorsed as the premier method for diagnosis and management of arrhythmias associated with CS by The Heart Rhythm Society. After a CS diagnosis, risk stratification of ventricular arrhythmias is a necessity given the potential for sudden cardiac death. 18F-FDG-PET has been successful in monitoring disease advancement and treatment responses in CS patients. Early stages of CS are often treated with immunosuppression drugs if there are additional signs of VT. Currently, corticosteroid and anti-arrhythmia compounds: methotrexate, cyclophosphamide, infliximab, amiodarone, and azathioprine are used to suppress inflammation. 18F-FDG-PET has certainly proven to be an incredibly useful and accurate diagnostic tool of CS. While late gadolinium enhancement by CMR is efficient in detecting myocardial necrosis and/or advanced fibrosis scarring, 18F-FDG portrays the increased uptake level of glucose metabolism. In combination PET/MRI has proven to be more successful in improving the efficacy of both scans, addressing their drawbacks, and highlighting their advantages. Managing CS patients is highly involved in detecting inflammatory regions of the heart. Early recognition prevents cardiac abnormality, mainly VT and VF in CS patients, and extends lifespan.

肉样瘤病是一种病因不明的全身性疾病,其特征是受影响组织中积累非酪氨酸化的免疫性肉芽肿。在心脏肉样瘤病(CS)中,白细胞在心肌内积聚,导致心脏异常。准确和早期诊断 CS 具有挑战性。然而,使用正电子发射断层扫描(PET)成像,即 18F-FDG-PET 已被证明能成功诊断炎症性心肌病。本综述旨在探讨 PET 在治疗心脏肉样瘤病室性心动过速中的作用。正电子发射计算机断层显像(PET)与心脏磁共振成像(CMR)相结合,也被心律失常协会认可为诊断和治疗 CS 相关心律失常的主要方法。CS 诊断后,鉴于可能导致心脏性猝死,必须对室性心律失常进行风险分层。18F-FDG-PET 在监测 CS 患者的疾病进展和治疗反应方面取得了成功。如果出现 VT 的其他征兆,CS 早期患者通常会接受免疫抑制药物治疗。目前,皮质类固醇和抗心律失常化合物:甲氨蝶呤、环磷酰胺、英夫利昔单抗、胺碘酮和硫唑嘌呤被用于抑制炎症。18F-FDG-PET 已被证明是一种非常有用且准确的 CS 诊断工具。CMR 的晚期钆增强可有效检测心肌坏死和/或晚期纤维化瘢痕,而 18F-FDG 则可显示葡萄糖代谢摄取水平的增加。事实证明,PET/MRI 联合扫描能更成功地提高这两种扫描的效果,解决它们的缺点,并突出它们的优点。管理 CS 患者与检测心脏炎症区域密切相关。早期识别可预防心脏异常,主要是 CS 患者的 VT 和 VF,并延长寿命。
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引用次数: 0
Fluoroestradiol PET-MRI imaging for detection of endometriosis lesions and symptom correlation. 用于检测子宫内膜异位症病灶和症状相关性的氟雌二醇 PET-MRI 成像。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-06-15 eCollection Date: 2024-01-01 DOI: 10.62347/JOQM7920
Jorge D Oldan, Yueh Z Lee, Kristen OIinger, Thad S Benefield, Erin T Carey, Noor D Abu-Alnadi, Steven L Young

Endometriosis is a common cause of infertility, pelvic pain, and dysmenorrhea and there are prior case reports of lesion detection using an 18F-fluoroestradiol (FES) tracer with positron emission tomography (PET). We aimed to further investigate the use of the FES tracer in the context of PET-magnetic resonance (PET-MR) imaging. We administered FES to 6 patients and then imaged them using a Siemens mMR PET-MR scanner. Each patient was taken to surgery within 30 days after imaging, and surgical visualization served as the gold-standard for diagnosis. PET did not prove to be as sensitive as MR (50% per-patient sensitivity versus 67% per-patient and 35% versus 48% per-lesion), and did not show any additional sites over and above MR. When MR was used to localize lesions on PET after imaging, there was insufficient evidence of an association between total tracer uptake and reported pain intensity (P=0.25). FES PET-MR offers no additional value to MR for endometriosis.

子宫内膜异位症是导致不孕、盆腔疼痛和痛经的常见原因之一,之前有病例报告称使用 18F-氟雌二醇(FES)示踪剂和正电子发射断层扫描(PET)检测病灶。我们旨在进一步研究在 PET-MR 成像中使用 FES 示踪剂的情况。我们为 6 名患者注射了 FES,然后使用西门子 mMR PET-MR 扫描仪对他们进行了成像。每位患者都在成像后 30 天内接受了手术,手术可视化是诊断的金标准。事实证明,正电子发射计算机断层显像的灵敏度不如核磁共振(每位患者的灵敏度为 50%,而核磁共振为 67%;每个病灶的灵敏度为 35%,而核磁共振为 48%),而且在核磁共振的基础上没有显示任何额外的部位。在成像后使用 MR 在 PET 上定位病灶时,没有足够证据表明示踪剂摄取总量与报告的疼痛强度之间存在关联(P=0.25)。对子宫内膜异位症而言,FES PET-MR 没有 MR 的额外价值。
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引用次数: 0
Radiosynthesis and preclinical evaluations of [18F]AlF-RESCA-5F7 as a novel molecular probe for HER2 tumor imaging. 作为 HER2 肿瘤成像的新型分子探针,[18F]AlF-RESCA-5F7 的放射合成和临床前评估。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-06-15 eCollection Date: 2024-01-01 DOI: 10.62347/BVPK1360
Ruhua Tian, Jinping Kong, Yingfang He, Guoqiang Xu, Tengxiang Chen, Junbin Han

HER2 overexpression is associated with various tumor types and prompted the development of targeted therapies. Previously, iso-[211At]SGMAB-5F7 was developed as a HER2-targeted alpha therapy agent, demonstrating promising therapeutic efficacy in the preclinical stage. Aiming for an 18F-labeled tracer for companion diagnostics in clinical translation, we employed the Al18F-RESCA strategy in our current work and investigated whether [18F]AlF-RESCA-5F7 could visualize HER2 expression in vivo. [18F]AlF-RESCA-5F7 was attained with high radiochemical purity (> 99%) and molar activity in the range of 16.5 ± 8.8 GBq/μmol (n = 8). Compared to previously reported radiotracers that contained 5F7 as the HER2-targeting carrier and fluorine-18 as the positron-emitting isotope, the radiosynthesis was simplified to one single step within 30 min. The dissociation constant of [18F]AlF-RESCA-5F7 was determined as 3.3 nM via saturation binding assay using SKOV3 ovarian carcinoma cells. Tumor uptake of the novel tracer in Balb/c nude mice bearing SKOV3 xenografts was 4.69 ± 1.51, 3.34 ± 0.82 and 3.77 ± 0.99 %ID/g at 1, 2, and 4 h post-injection. Even though high retention of radioactivity was seen in the kidneys, micro-PET/CT imaging of [18F]AlF-RESCA-5F7 delineated the tumor up to 4 h post-injection with minimal activity in the gallbladder, intestines, and bone. This study suggests that [18F]AlF-RESCA-5F7 is a promising HER2 PET radiotracer with an eased radiolabeling method. Whether [18F]AlF-RESCA-5F7 could work as a companion diagnostic agent to assist in patient stratification and treatment monitoring of iso-[211At]SGMAB-5F7 warrants further investigation.

HER2 过表达与多种肿瘤类型有关,促使人们开发靶向疗法。此前,异[211At]SGMAB-5F7 被开发为 HER2 靶向α治疗药物,在临床前阶段显示出良好的疗效。为了寻找一种 18F 标记的示踪剂用于临床转化中的辅助诊断,我们在目前的工作中采用了 Al18F-RESCA 策略,并研究了[18F]AlF-RESCA-5F7 是否能在体内观察到 HER2 的表达。[18F]AlF-RESCA-5F7的放射化学纯度很高(> 99%),摩尔活性在16.5 ± 8.8 GBq/μmol(n = 8)之间。与之前报道的含有 5F7 作为 HER2 靶向载体和氟-18 作为正电子发射同位素的放射性racers 相比,该放射性合成简化为 30 分钟内的一个步骤。通过使用 SKOV3 卵巢癌细胞进行饱和结合试验,确定[18F]AlF-RESCA-5F7 的解离常数为 3.3 nM。注射后 1、2 和 4 h,SKOV3 异种移植的 Balb/c 裸鼠对这种新型示踪剂的肿瘤摄取率分别为 4.69 ± 1.51、3.34 ± 0.82 和 3.77 ± 0.99 %ID/g。尽管肾脏的放射性保留率很高,但[18F]AlF-RESCA-5F7的显微PET/CT成像可在注射后4小时内描绘出肿瘤的轮廓,而胆囊、肠道和骨骼的放射性活性极低。这项研究表明,[18F]AlF-RESCA-5F7 是一种很有前途的 HER2 PET 放射性示踪剂,其放射性标记方法简单易行。至于[18F]AlF-RESCA-5F7能否作为辅助诊断药物,协助患者分层和监测异[211At]SGMAB-5F7的治疗情况,还有待进一步研究。
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引用次数: 0
Erratum: Accuracy of 68Ga-PSMA-11 PET/CT and multiparametric MRI for the detection of local tumor and lymph node metastases in early biochemical recurrence of prostate cancer. 勘误:68Ga-PSMA-11 PET/CT 和多参数 MRI 检测前列腺癌早期生化复发的局部肿瘤和淋巴结转移的准确性。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-06-15 eCollection Date: 2024-01-01 DOI: 10.62347/SUNN5303
Maija Radzina, Mara Tirane, Lilita Roznere, Liene Zemniece, Laura Dronka, Marika Kalnina, Edgars Mamis, Juergen Biederer, Vilnis Lietuvietis, Arvis Freimanis, Egils Vjaters

[This corrects the article on p. 106 in vol. 10, PMID: 32419979.].

[此处更正了第 10 卷第 106 页的文章,PMID:32419979]。
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引用次数: 0
[18F]FDG PET/CT for identifying the causes of fever of unknown origin (FUO). [18F]FDG正电子发射计算机断层扫描(PET/CT)用于确定不明原因发热(FUO)的病因。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-25 eCollection Date: 2024-01-01 DOI: 10.62347/OQQC6007
Shashi B Singh, Niki Shrestha, Sadikshya Bhandari, Suprita Shrestha, Bijay Shrestha, Neharika Shrestha, Swarnima Rijal, Rajshree Singh, Soren Hess, Thomas J Werner, Abass Alavi, Mona-Elisabeth Revheim

Fever of unknown origin (FUO) continues to be a challenging diagnosis in clinical medicine. It has more than 200 known causes, including infections, autoimmune diseases, neoplasia, and other miscellaneous disorders. Despite the development of a wide range of diagnostic tools, a specific diagnostic algorithm for FUO is not yet available. However, [18F]FDG PET/CT, which yields information on cellular metabolism, in addition to details of organ anatomy, has been shown to be successful in the FUO investigation. This study highlights the uses of [18F]FDG PET/CT in diagnosing various causes of FUO. [18F]FDG PET/CT has been increasingly used to detect septic infections, sterile inflammatory processes, and malignancies, occupying a significant portion of the known causes of FUO. It has led to a more definitive identification of the etiology of FUO and accurate clinical management. However, more in-depth studies are crucial to understanding if [18F]FDG PET/CT can be used in the work-up of FUO.

不明原因发热(FUO)仍然是临床医学中极具挑战性的诊断方法。它有 200 多种已知病因,包括感染、自身免疫性疾病、肿瘤和其他杂症。尽管已开发出多种诊断工具,但目前还没有针对 FUO 的特定诊断算法。不过,[18F]FDG PET/CT 除了能提供器官解剖细节外,还能提供细胞代谢信息,已被证明能成功用于 FUO 检查。本研究强调了[18F]FDG PET/CT 在诊断各种原因的 FUO 中的应用。[18F]FDG正电子发射计算机断层显像/CT越来越多地用于检测化脓性感染、无菌性炎症过程和恶性肿瘤,在已知的FUO病因中占了很大一部分。它使 FUO 的病因鉴定更加明确,临床治疗更加准确。然而,要了解[18F]FDG PET/CT 是否可用于 FUO 的检查,更深入的研究至关重要。
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引用次数: 0
Recent advancements in 18F-FDG PET/CT for the diagnosis, staging, and treatment management of HIV-related lymphoma. 18F-FDG PET/CT 在艾滋病相关淋巴瘤的诊断、分期和治疗管理方面的最新进展。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-25 eCollection Date: 2024-01-01 DOI: 10.62347/QPAS5990
Ghazaleh Jamalipour Soufi, Ali Hekmatnia, Farzaneh Hekmatnia, Andrew Parviz Zarei, Shamim Shafieyoon, Sara Azizollahi, Mohamad Ghazanfari Hashemi, Farshad Riahi

Infection with the Human Immunodeficiency Virus (HIV) is one of the most pressing issues facing public health on a worldwide scale. Currently, HIV-related lymphoma is the most common cause of death among people living with HIV, and warrants more attention. The unique challenges associated with HIV-related lymphoma management derive from the underlying HIV infection and its immunosuppressive effects. 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) has gained significant prominence in the past few years as a valuable diagnostic and therapeutic instrument for the treatment of HIV-related lymphoma. This review will start with an overview of the subtypes, risk factors, and therapeutic choices for individuals with HIV-related lymphoma. We will then briefly discuss the current application of 18F-FDG PET/CT in the medical management of HIV-related lymphoma patients, followed by the initial staging of the disease, the evaluation of therapeutic response, the prediction of prognostic outcomes, the decision-making process for radiotherapy guided by PET findings, and the distinguishing of various diagnoses.

人类免疫缺陷病毒(HIV)感染是全球公共卫生面临的最紧迫问题之一。目前,HIV 相关淋巴瘤是导致 HIV 感染者死亡的最常见原因,值得更多关注。与 HIV 相关的淋巴瘤治疗所面临的独特挑战来自于潜在的 HIV 感染及其免疫抑制效应。在过去几年中,18F-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(18F-FDG PET/CT)作为治疗艾滋病相关淋巴瘤的重要诊断和治疗工具,已获得了极大的重视。本综述将首先概述艾滋病相关淋巴瘤的亚型、风险因素和治疗选择。然后,我们将简要讨论 18F-FDG PET/CT 目前在艾滋病相关淋巴瘤患者医疗管理中的应用,接着讨论疾病的初步分期、治疗反应评估、预后预测、PET 发现指导下的放疗决策过程以及各种诊断的鉴别。
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引用次数: 0
Subregion-specific 18F-FDG PET-CT radiomics for the pre-treatment prediction of EGFR mutation status in solid lung adenocarcinoma. 用于治疗前预测实性肺腺癌表皮生长因子受体突变状态的亚区域特异性 18F-FDG PET-CT 放射组学。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-25 eCollection Date: 2024-01-01 DOI: 10.62347/DDRR4923
Yun Wang, Guang Yang, Xinyi Gao, Linfa Li, Hongzhou Zhu, Heqing Yi

This study aimed to assess the efficacy of fluor-18 fluorodeoxyglucose (18F-FDG) PET/CT using sub-regional-based radiomics in predicting epidermal growth factor receptor (EGFR) mutation status in pretreatment patients with solid lung adenocarcinoma. A retrospective analysis included 269 patients (134 EGFR+ and 135 EGFR-) who underwent pretreatment 18F-FDG PET/CT scans and EGFR mutation testing. The most metabolically active intratumoral sub-region was identified, and radiomics features from whole tumors or sub-regional regions were used to build classification models. The dataset was split into a 7:3 ratio for training and independent testing. Feature subsets were determined by Pearson correlation and the Kruskal Wallis test and radiomics classifiers were built with support vector machines or logistic regressions. Evaluation metrics, including accuracy, area under the curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were employed for different classifiers. Results indicated that the sub-region-based classifier outperformed the whole-tumor classifier in terms of accuracy (73.8% vs. 66.2%), AUC (0.768 vs. 0.632), specificity (65.0% vs. 50.0%), PPV (70.2% vs. 62.2%), and NPV (78.8% vs. 74.0%). The clinical classifier exhibited an accuracy of 75.0%, AUC of 0.768, sensitivity of 72.5%, specificity of 77.5%, PPV of 76.3%, and NPV of 73.8%. The combined classifier, incorporating sub-region analysis and clinical parameters, demonstrated further improvement with an accuracy of 77.5%, AUC of 0.807, sensitivity of 77.5%, specificity of 77.5%, and NPV of 77.5%. The study suggests that sub-region-based 18F-FDG PET/CT radiomics enhances EGFR mutation prediction in solid lung adenocarcinoma, providing a practical and cost-efficient alternative to invasive EGFR testing.

本研究旨在评估基于亚区域放射组学的氟-18-脱氧葡萄糖(18F-FDG)PET/CT在预测实体肺腺癌患者治疗前表皮生长因子受体(EGFR)突变状态方面的疗效。一项回顾性分析纳入了269名接受治疗前18F-FDG PET/CT扫描和表皮生长因子受体突变检测的患者(134名表皮生长因子受体+患者和135名表皮生长因子受体-患者)。确定了瘤内代谢最活跃的亚区,并利用整个肿瘤或亚区的放射组学特征建立了分类模型。数据集按 7:3 的比例进行训练和独立测试。通过皮尔逊相关性和 Kruskal Wallis 检验确定特征子集,并使用支持向量机或逻辑回归建立放射组学分类器。对不同的分类器采用了包括准确率、曲线下面积(AUC)、灵敏度、特异性、阳性预测值(PPV)和阴性预测值(NPV)在内的评价指标。结果表明,基于亚区域的分类器在准确率(73.8% 对 66.2%)、AUC(0.768 对 0.632)、特异性(65.0% 对 50.0%)、PPV(70.2% 对 62.2%)和 NPV(78.8% 对 74.0%)方面均优于全肿瘤分类器。临床分类器的准确率为 75.0%,AUC 为 0.768,灵敏度为 72.5%,特异性为 77.5%,PPV 为 76.3%,NPV 为 73.8%。综合分类器结合了亚区域分析和临床参数,准确率进一步提高,达到 77.5%,AUC 为 0.807,灵敏度为 77.5%,特异性为 77.5%,NPV 为 77.5%。该研究表明,基于亚区域的18F-FDG PET/CT放射组学提高了实体肺腺癌的表皮生长因子受体突变预测能力,为侵入性表皮生长因子受体检测提供了一种实用且具有成本效益的替代方法。
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引用次数: 0
68Ga-labeled TMTP1 radiotracer for PET imaging of cervical cancer. 用于宫颈癌 PET 成像的 68Ga 标记 TMTP1 放射性示踪剂。
IF 2.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-04-25 eCollection Date: 2024-01-01 DOI: 10.62347/NFDH6303
Xi Chen, Yue Sun, Fei Li, Ling Xi, Jun Dai, Can Zhao, Qingjian Dong

Molecular imaging enables visualization and characterization of biological processes that influence tumor behavior and response to therapy. The TMTP1 (NVVRQ) peptide has shown remarkable affinity to highly metastatic tumors and and its potential receptor is aminopeptidase P2. In this study, we have designed and synthesized a 68Ga-labeled cyclic TMTP1 radiotracer (68Ga-DOTA-TMTP1), for PET imaging of cervical cancer. The goal of this study was to investigate the properties of this radiotracer and its tumor diagnostic potential. The radiochemical yield of 68Ga-DOTA-TMTP1 was high and the radiochemical purity was greater than 95%. The octanol-water partition coefficient for 68Ga-DOTA-TMTP1 was -2.76 ± 0.08 and 68Ga-DOTA-TMTP1 has showed excellent stability in in vitro studies. The cellular uptake and efflux of 68Ga-DOTA-TMTP1 in paired highly metastatic and lowly metastatic cervical cancer cell line HeLa and C-33A as well as normal cervical epithelial cell line End1 were measured in a γ counter. 68Ga-DOTA-TMTP1 exhibited higher uptake in HeLa cells than in C-33A cells. The binding to HeLa and C-33A cells could be blocked by excess TMTP1. On microPET images, HeLa tumors were clearly visualized within 60 min and the uptake of the radiotracer in HeLa tumors was higher than that of C-33A tumors. After blocking with TMTP1, HeLa tumors uptake was significantly reduced and the specificity 68Ga-DOTA-TMTP1 was thus validated. Overall, we have successfully synthesized 68Ga-DOTA-TMTP1 with high yield and high specific activity and have demonstrated its potential role for highly metastatic tumor-targeted diagnosis.

分子成像技术可对影响肿瘤行为和治疗反应的生物过程进行可视化和特征描述。TMTP1(NVVRQ)肽对高度转移性肿瘤具有显著的亲和力,其潜在受体是氨肽酶 P2。在这项研究中,我们设计并合成了一种 68Ga 标记的环状 TMTP1 放射性示踪剂(68Ga-DOTA-TMTP1),用于宫颈癌的 PET 成像。这项研究的目的是研究这种放射性示踪剂的特性及其肿瘤诊断潜力。68Ga-DOTA-TMTP1 的放射化学收率很高,放射化学纯度大于 95%。68Ga-DOTA-TMTP1的辛醇-水分配系数为-2.76 ± 0.08,68Ga-DOTA-TMTP1在体外研究中表现出优异的稳定性。68Ga-DOTA-TMTP1 在成对的高转移性和低转移性宫颈癌细胞系 HeLa 和 C-33A 以及正常宫颈上皮细胞系 End1 中的细胞摄取和外流情况在 γ 计数器中进行了测量。68Ga-DOTA-TMTP1 在 HeLa 细胞中的吸收率高于 C-33A 细胞。过量的 TMTP1 可以阻断与 HeLa 和 C-33A 细胞的结合。在 microPET 图像上,HeLa 肿瘤在 60 分钟内清晰可见,而且 HeLa 肿瘤对放射性示踪剂的摄取量高于 C-33A 肿瘤。用 TMTP1 阻断后,HeLa 肿瘤的摄取明显减少,68Ga-DOTA-TMTP1 的特异性由此得到验证。总之,我们成功合成了 68Ga-DOTA-TMTP1,其产量高、特异性强,证明了它在高转移性肿瘤靶向诊断中的潜在作用。
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American journal of nuclear medicine and molecular imaging
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