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SPECT reconstruction using preprocessing masking for extra-cardiac uptake versus standard processing in 99mTc-sestamibi myocardial perfusion imaging 在99mTc-sestamibi心肌灌注成像中,使用预处理掩蔽对心外摄取的SPECT重建与标准处理。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-26 DOI: 10.1007/s12149-025-02085-w
Keiko Tanimoto, Yoshifumi Kawamura, Satoshi Kimura, Yumi Hasuike, Erina Tachibana, Ayako Kudo, Tadao Aikawa, Koji Murakami, Shinichiro Fujimoto

Objective

In 99mTc myocardial perfusion SPECT, extra-cardiac accumulation from organs such as the liver or gastrointestinal tract may overlap with the inferior wall, causing artifacts that interfere with image interpretation. This study aimed to quantitatively evaluate the effectiveness of a novel image reconstruction method, the masking process on unsmoothed images (MUS method; CardioMUSk®, PDRadiopharma Inc., Tokyo, Japan), in reducing the influence of extra-cardiac accumulation using both phantom and clinical images.

Methods

This retrospective study included 200 patients (400 scans) who underwent a one-day stress-rest protocol using 99mTc-sestamibi (MIBI) with pharmacologic stress administered first. Image reconstruction was performed using filtered back projection (FBP) and ordered subset expectation maximization with resolution recovery (OS-EM-RR), both with and without the MUS method. First, visual classification of extra-cardiac accumulation patterns relative to the inferior wall was performed, and the separation capability of each reconstruction method was assessed. Next, phantom experiments were conducted to investigate the effects of extra-cardiac accumulation volume, proximity, and concentration on contrast in the inferior wall. Furthermore, quantitative comparison of relative contrast between the inferior wall and the lateral and septal walls was performed using clinical data.

Results

The MUS method reduced the proportion of visually unseparated cases from 15.5% to 3.5% compared with the conventional method. In phantom studies, larger extra-cardiac accumulation and closer proximity to the myocardium resulted in greater degradation of inferior wall contrast. When a distance of 2 cm was maintained between extra-cardiac accumulation and the myocardium, the effect was substantially reduced. In clinical images, the MUS method significantly improved relative contrast in the inferolateral/inferior wall at the mid-ventricular level (Wilcoxon p = 0.030) and in the inferoseptal/inferior wall at the basal level (Wilcoxon p < 0.001), while no significant improvement was observed in the basal inferolateral/inferior wall region (Wilcoxon p = 0.605).

Conclusion

The MUS method demonstrated enhanced separation of extra-cardiac accumulation and improved contrast in the inferior myocardial wall compared with conventional methods. It was particularly effective in cases where extra-cardiac accumulation overlapped or closely contacted the myocardium, indicating its potential clinical utility in 99mTc myocardial perfusion SPECT.

目的:在99mTc心肌灌注SPECT中,来自肝脏或胃肠道等器官的心外积聚可能与下壁重叠,造成干扰图像解释的伪影。本研究旨在定量评估一种新的图像重建方法的有效性,即对非平滑图像进行掩蔽处理(MUS方法;CardioMUSk®,pradiopharma Inc., Tokyo, Japan),在使用幻影和临床图像时减少心外积聚的影响。方法:这项回顾性研究包括200例患者(400次扫描),他们接受了为期一天的压力休息方案,使用99mTc-sestamibi (MIBI),先给药。使用和不使用MUS方法,分别使用滤波后投影(FBP)和带分辨率恢复的有序子集期望最大化(OS-EM-RR)进行图像重建。首先,进行了相对于下壁的心外积聚模式的视觉分类,并评估了每种重建方法的分离能力。接下来,进行幻像实验,研究心外积聚量、接近度和浓度对下壁造影剂的影响。此外,利用临床资料定量比较下壁与侧壁和间隔壁的相对对比度。结果:与常规方法相比,MUS法将视觉未分离病例的比例由15.5%降低至3.5%。在幻象研究中,更大的心外堆积和更接近心肌导致下壁造影剂更大的退化。当心外蓄积物与心肌之间保持2cm的距离时,这种作用就会大大降低。在临床图像中,MUS方法显著提高了心室中水平的外壁/下壁的相对造影剂(Wilcoxon p = 0.030)和基底水平的间隔间/下壁的相对造影剂(Wilcoxon p = 0.030)。结论:与常规方法相比,MUS方法增强了心外堆积的分离,改善了心肌下壁的造影剂。在心外积聚与心肌重叠或紧密接触的情况下特别有效,表明其在99mTc心肌灌注SPECT中的潜在临床应用。
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引用次数: 0
Effect of previous 177Lu-DOTATATE treatment on 90Y-microsphere treatment response in neuroendocrine tumor patients with liver metastasis 177Lu-DOTATATE治疗对肝转移性神经内分泌肿瘤患者90y -微球治疗反应的影响
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-25 DOI: 10.1007/s12149-025-02101-z
Fuad Aghazada, Lebriz Uslu-Besli, Ali Kibar, Onur Erdem Sahin, Nami Yeyin, Eren Ertek, Ahmet Bas, Haluk Burcak Sayman

Objective

This study evaluates the impact of prior PRRT with Lu-177 DOTATATE on the response to TARE in NET patients with liver metastases.

Methods

Twenty-one patients who underwent TARE after PRRT between 2015 and 2022 were retrospectively analyzed. Tumor-specific cumulative Lu-177 DOTATATE counts were calculated from SPECT/CT images. Treatment planning was conducted with a standard target dose of 150 Gy to the tumoral tissue. Treatment response was assessed using changes in SUVmax, SUVmean, and somatostatin receptor-expressing tumor volume (SRE-TV) values derived from Ga-68 DOTATATE PET/CT before and 2–4 months after TARE. Lesion size was evaluated using RECIST v1.1 criteria. Dosimetry calculations were performed on Tc-99 m MAA SPECT/CT and Y-90 microsphere PET/MRI using Simplicit90Y™. Statistical analyses included Spearman correlation and Kruskal–Wallis tests.

Results

The median age of patients was 56 years (range 36–78 years). PRRT involved a mean cumulative Lu-177 DOTATATE dose of 43.5 ± 13.4 GBq (1175 ± 362 mCi). Post-TARE reductions in SUVmax (38.49 ± 20.46 to 19.94 ± 10.43 g/mL), SUVmean (9.51 ± 5.60 to 5.39 ± 3.64 g/mL), and SRE-TV (217.43 ± 155.87 to 175.62 ± 147.77 cm3) were observed. No significant correlation was found between cumulative Lu-177 DOTATATE counts and changes in SUV parameters, SRE-TV values, or lesion size after TARE. Similarly, no correlation was detected between tumor-to-normal liver activity ratios, calculated using either the partition model or voxel-based dosimetry and cumulative Lu-177 DOTATATE counts.

Conclusion

Prior PRRT does not significantly affect TARE response in NET patients with liver metastases. Radioembolization planning should prioritize factors like tumor, target, or healthy liver doses over previous PRRT.

目的:本研究评估既往PRRT加Lu-177 DOTATATE对NET肝转移患者TARE疗效的影响。方法:回顾性分析2015 - 2022年间21例PRRT术后TARE患者。通过SPECT/CT图像计算肿瘤特异性累积lu177 DOTATATE计数。治疗计划以150戈瑞的标准靶剂量照射肿瘤组织。通过TARE前和TARE后2-4个月Ga-68 DOTATATE PET/CT的SUVmax、SUVmean和生长抑素受体表达肿瘤体积(SRE-TV)值的变化来评估治疗效果。病变大小采用RECIST v1.1标准评估。使用Simplicit90Y™对Tc-99 m MAA SPECT/CT和Y-90微球PET/MRI进行剂量学计算。统计分析包括Spearman相关检验和Kruskal-Wallis检验。结果:患者中位年龄56岁(范围36-78岁)。PRRT涉及平均累积lu177 DOTATATE剂量为43.5±13.4 GBq(1175±362 mCi)。经皮后SUVmax(38.49±20.46 ~ 19.94±10.43 g/mL)、SUVmean(9.51±5.60 ~ 5.39±3.64 g/mL)、SRE-TV(217.43±155.87 ~ 175.62±147.77 cm3)降低。累积lu177 DOTATATE计数与TARE后SUV参数、SRE-TV值或病变大小的变化无显著相关性。同样,使用分区模型或基于体素的剂量学和累积Lu-177 DOTATATE计数计算的肿瘤与正常肝脏活性比之间没有发现相关性。结论:先前的PRRT对NET肝转移患者的TARE反应没有显著影响。放射栓塞计划应优先考虑肿瘤、靶标或健康肝脏剂量等因素,而不是先前的PRRT。
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引用次数: 0
Advances in imaging-based diagnosis, prognosis, and response assessment in cardiac amyloidosis: a comprehensive multimodality review 基于影像的心脏淀粉样变诊断、预后和反应评估进展:一项综合多模式综述。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-25 DOI: 10.1007/s12149-025-02092-x
Osamu Manabe, Seitaro Oda, Takashi Norikane, Tadao Aikawa, Yuka Otaki, Nagara Tamaki

Cardiac amyloidosis, characterized by extracellular deposition of amyloid fibrils within the myocardium, is an increasingly recognized cause of heart failure. With the advent of disease-modifying therapies, imaging has become central to diagnosis, subtype differentiation, prognostication, and treatment monitoring. This review provides a comprehensive update on multimodality imaging in cardiac amyloidosis, emphasizing its clinical utility across the disease continuum. Echocardiography, technetium-labeled bone scintigraphy, amyloid-specific positron emission tomography, cardiac magnetic resonance, and cardiac computed tomography each contribute uniquely to detecting amyloid burden and assessing cardiac function. In addition to outlining a practical diagnostic approach, we highlight emerging imaging biomarkers for monitoring treatment response and predicting clinical outcomes. The integration of these modalities into clinical practice enhances diagnostic accuracy, enables individualized risk stratification, and supports optimized, evidence-based care for patients with cardiac amyloidosis.

心脏淀粉样变性,其特征是心肌内淀粉样原纤维的细胞外沉积,是一种越来越被认为是心力衰竭的原因。随着疾病改善疗法的出现,影像学已成为诊断、亚型分化、预后和治疗监测的核心。这篇综述提供了心脏淀粉样变性多模态影像学的全面更新,强调其在疾病连续体中的临床应用。超声心动图、技术标记骨显像、淀粉样蛋白特异性正电子发射断层扫描、心脏磁共振和心脏计算机断层扫描都对检测淀粉样蛋白负担和评估心功能有独特的贡献。除了概述一种实用的诊断方法外,我们还强调了用于监测治疗反应和预测临床结果的新兴成像生物标志物。将这些模式整合到临床实践中可以提高诊断准确性,实现个体化风险分层,并支持心脏淀粉样变性患者的优化循证护理。
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引用次数: 0
Safety of repeated trans-arterial radioembolization with multi-compartment dosimetry 多室剂量法反复经动脉放射栓塞的安全性。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-20 DOI: 10.1007/s12149-025-02094-9
Cigdem Soydal, Burak Demir, Mine Araz, Irem Mesci, Emre Can Çelebioğlu, Nuriye Ozlem Kucuk
<div><h3>Purpose</h3><p>Transarterial radioembolization (TARE) is one of the local treatment options for primary and metastatic liver tumors. However, our knowledge regarding the safety of repeated TARE remains limited. In this study, we aimed to evaluate the safety of repeated transarterial radioembolization with multi-compartment dosimetry.</p><h3>Methods</h3><p>In this retrospective single-center study, we analyzed the data of the patients who were treated with at least two separate sessions of radioembolization with <sup>90</sup>Y microspheres. Multi-compartment and voxel-wise dosimetry was performed for every treatment session and cumulative whole-liver normal tissue absorbed radiation dose (<i>D</i><sub>norm</sub>), V20-V100 values for whole-liver normal tissue were calculated. Toxicity was assessed with Common Terminology Criteria for Adverse Events (CTCAE) grading system for alanine aminotransferase (ALT)/aspartate aminotransferase (AST)/bilirubin levels and International Normalized Ratio (INR) before and after each treatment. In addition, albumin–bilirubin (ALBI) scores, grades, and changes in ALBI score (ΔALBI) were recorded. Difference between the ALBI scores before and after the treatment was compared with Wilcoxon tests, and relationships between ΔALBI and dosimetric variables were compared using linear regression analyses.</p><h3>Results</h3><p>A total of 24 patients (6 males, 18 females; median age: 57 years) were included in the analysis. The most common diagnosis was colorectal carcinoma liver metastases (46%). Seventeen patients (71%) underwent two TARE treatments, five (21%) underwent three, and two (8%) underwent four. The median interval between the first and second treatments was 138 days (range: 34–782), and between the second and third treatments was 210 days (range: 72–435). No CTCAE Grade 3 or 4 toxicities were observed. ALBI score analysis revealed no significant changes after the first two treatments, but a significant difference was noted after the third treatment (<i>P</i> = 0.043), with one patient progressing to ALBI Grade 3 with significant hypoalbuminemia. No significant relationship was found between ΔALBI and treatment intervals. ALT/AST elevations were mostly transient and mild, with only one case of Grade 2 hepatotoxicity in each of the first two treatments. In patients treated with glass microspheres in their first two treatments (<i>n</i> = 12), a significant linear correlation was found between cumulative <i>D</i><sub>norm</sub> and ΔALBI (<i>R</i><sup>2</sup> = 0.512, <i>P</i> = 0.007). Cumulative dose–volume histogram parameters, particularly V30, V40, and V50, showed significant correlations with ΔALBI. However, in patients treated with resin microspheres (<i>n</i> = 6), no statistically significant relationship was observed between cumulative <i>D</i><sub>norm</sub> and ΔALBI (<i>P</i> = 0.718).</p><h3>Conclusion</h3><p>Repeated TARE with a multi-compartment personalized dosimetric approach appears to
目的:经动脉放射栓塞(TARE)是原发性和转移性肝肿瘤的局部治疗选择之一。然而,我们对重复TARE安全性的了解仍然有限。在这项研究中,我们旨在评估多室剂量法反复经动脉放射栓塞的安全性。方法:在这项回顾性单中心研究中,我们分析了至少两次使用90Y微球进行放射栓塞治疗的患者的数据。每个疗程进行多室和体素剂量测定,计算全肝正常组织累积吸收辐射剂量(Dnorm), V20-V100值。采用不良事件通用术语标准(CTCAE)评分系统对每次治疗前后丙氨酸转氨酶(ALT)/天冬氨酸转氨酶(AST)/胆红素水平和国际标准化比率(INR)进行毒性评估。此外,记录白蛋白-胆红素(ALBI)评分、分级和ALBI评分的变化(ΔALBI)。采用Wilcoxon检验比较治疗前后ALBI评分的差异,并采用线性回归分析比较ΔALBI与剂量学变量之间的关系。结果:共纳入24例患者,其中男性6例,女性18例,中位年龄57岁。最常见的诊断是大肠癌肝转移(46%)。17例患者(71%)接受了2次TARE治疗,5例(21%)接受了3次TARE治疗,2例(8%)接受了4次TARE治疗。第一次和第二次治疗之间的中位间隔为138天(范围:34-782),第二次和第三次治疗之间的中位间隔为210天(范围:72-435)。未见CTCAE 3级或4级毒性反应。ALBI评分分析显示,前两次治疗后无显著变化,但第三次治疗后差异显著(P = 0.043), 1例患者进展为ALBI 3级,伴有明显的低白蛋白血症。ΔALBI与治疗间隔无显著关系。ALT/AST升高大多是短暂的和轻微的,在前两种治疗中各只有1例2级肝毒性。在前两次使用玻璃微球治疗的患者中(n = 12),累积Dnorm与ΔALBI之间存在显著的线性相关(R2 = 0.512, P = 0.007)。累积剂量-体积直方图参数,特别是V30、V40和V50,与ΔALBI有显著相关性。然而,在使用树脂微球治疗的患者中(n = 6),累积Dnorm与ΔALBI之间无统计学意义的关系(P = 0.718)。结论:重复TARE与多室个体化剂量学方法在前两个周期似乎是安全的,具有有限的低级别毒性。然而,观察到第三次治疗后ALBI评分显著增加。在接受玻璃微球治疗的患者中,第二次TARE后的ALBI评分变化与累积肝脏辐射暴露有关。需要更大规模的研究来进一步探索重复TARE的肝毒性预测因素。
{"title":"Safety of repeated trans-arterial radioembolization with multi-compartment dosimetry","authors":"Cigdem Soydal,&nbsp;Burak Demir,&nbsp;Mine Araz,&nbsp;Irem Mesci,&nbsp;Emre Can Çelebioğlu,&nbsp;Nuriye Ozlem Kucuk","doi":"10.1007/s12149-025-02094-9","DOIUrl":"10.1007/s12149-025-02094-9","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Purpose&lt;/h3&gt;&lt;p&gt;Transarterial radioembolization (TARE) is one of the local treatment options for primary and metastatic liver tumors. However, our knowledge regarding the safety of repeated TARE remains limited. In this study, we aimed to evaluate the safety of repeated transarterial radioembolization with multi-compartment dosimetry.&lt;/p&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;p&gt;In this retrospective single-center study, we analyzed the data of the patients who were treated with at least two separate sessions of radioembolization with &lt;sup&gt;90&lt;/sup&gt;Y microspheres. Multi-compartment and voxel-wise dosimetry was performed for every treatment session and cumulative whole-liver normal tissue absorbed radiation dose (&lt;i&gt;D&lt;/i&gt;&lt;sub&gt;norm&lt;/sub&gt;), V20-V100 values for whole-liver normal tissue were calculated. Toxicity was assessed with Common Terminology Criteria for Adverse Events (CTCAE) grading system for alanine aminotransferase (ALT)/aspartate aminotransferase (AST)/bilirubin levels and International Normalized Ratio (INR) before and after each treatment. In addition, albumin–bilirubin (ALBI) scores, grades, and changes in ALBI score (ΔALBI) were recorded. Difference between the ALBI scores before and after the treatment was compared with Wilcoxon tests, and relationships between ΔALBI and dosimetric variables were compared using linear regression analyses.&lt;/p&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;p&gt;A total of 24 patients (6 males, 18 females; median age: 57 years) were included in the analysis. The most common diagnosis was colorectal carcinoma liver metastases (46%). Seventeen patients (71%) underwent two TARE treatments, five (21%) underwent three, and two (8%) underwent four. The median interval between the first and second treatments was 138 days (range: 34–782), and between the second and third treatments was 210 days (range: 72–435). No CTCAE Grade 3 or 4 toxicities were observed. ALBI score analysis revealed no significant changes after the first two treatments, but a significant difference was noted after the third treatment (&lt;i&gt;P&lt;/i&gt; = 0.043), with one patient progressing to ALBI Grade 3 with significant hypoalbuminemia. No significant relationship was found between ΔALBI and treatment intervals. ALT/AST elevations were mostly transient and mild, with only one case of Grade 2 hepatotoxicity in each of the first two treatments. In patients treated with glass microspheres in their first two treatments (&lt;i&gt;n&lt;/i&gt; = 12), a significant linear correlation was found between cumulative &lt;i&gt;D&lt;/i&gt;&lt;sub&gt;norm&lt;/sub&gt; and ΔALBI (&lt;i&gt;R&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt; = 0.512, &lt;i&gt;P&lt;/i&gt; = 0.007). Cumulative dose–volume histogram parameters, particularly V30, V40, and V50, showed significant correlations with ΔALBI. However, in patients treated with resin microspheres (&lt;i&gt;n&lt;/i&gt; = 6), no statistically significant relationship was observed between cumulative &lt;i&gt;D&lt;/i&gt;&lt;sub&gt;norm&lt;/sub&gt; and ΔALBI (&lt;i&gt;P&lt;/i&gt; = 0.718).&lt;/p&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;p&gt;Repeated TARE with a multi-compartment personalized dosimetric approach appears to ","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 12","pages":"1306 - 1318"},"PeriodicalIF":2.5,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144939772","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
Development and validation of an 18F-FDG PET/CT radiomic nomogram for predicting axillary lymph-node status after neoadjuvant chemotherapy for breast cancer: a multicenter study 用于预测乳腺癌新辅助化疗后腋窝淋巴结状态的18F-FDG PET/CT放射学图的开发和验证:一项多中心研究
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-17 DOI: 10.1007/s12149-025-02099-4
Yu Li, Kun Chen, Luqiang Jin, Hailin Huang

Rationale and objective

To develop and validate the predictive value of 18F-FDG PET/CT radiomics models based on data preprocessing methods for axillary lymph-node (ALN) status after neoadjuvant chemotherapy (NAC) for breast cancer.

Materials and methods

According to the status of ALN after NAC, we divided the breast cancer patients of the three scanners into the pathological complete remission (pCR) and non-pCR groups, respectively. Totally 630 models were obtained based on various data preprocessing, feature filtering, and modeling approaches. On the one hand, different data preprocessing methods were compared to analyze the advantages of different preprocessing methods. On the other hand, the AUC of predicting ALN status was compared among all models, and the model with the best prediction was obtained. Finally, the optimal model is combined with the clinical and the corresponding Nomogram is plotted.

Results

The comparison of the data preprocessing modalities revealed that the model prediction of tumor-to-liver ratio (TLR) radiomics was better than origin radiomics (OR), and the effect of Combat and Limma was better than without batch effects. All preprocessing modalities could be used as a potential method that can further optimize the model. The optimal model had a predicted AUC of 0.798 for ALN status after NAC for breast cancer in the test set and an AUC of 0.811 when combined with clinical characteristics.

Conclusion

It is necessary to pre-process the data before conducting a study on multicenter data, and the model developed in this way can effectively predict the status of ALN after NAC in breast cancer.

理由与目的:建立并验证基于数据预处理方法的18F-FDG PET/CT放射组学模型对乳腺癌新辅助化疗(NAC)后腋窝淋巴结(ALN)状态的预测价值。材料和方法:根据NAC后ALN的状况,我们将三种扫描仪的乳腺癌患者分别分为病理完全缓解(pCR)组和非pCR组。通过各种数据预处理、特征滤波和建模方法,共获得630个模型。一方面,比较了不同的数据预处理方法,分析了不同预处理方法的优点;另一方面,比较各模型预测ALN状态的AUC,得到预测效果最好的模型。最后,将最优模型与临床相结合,绘制相应的Nomogram。结果:数据预处理方式的比较显示,肿瘤与肝脏比值(TLR)放射组学的模型预测优于原始放射组学(OR), Combat和Limma的效果优于无批量效果。所有预处理方式都可以作为进一步优化模型的潜在方法。最优模型预测乳腺癌NAC后ALN状态的AUC为0.798,结合临床特征的AUC为0.811。结论:对多中心数据进行研究前需要对数据进行预处理,以这种方式建立的模型可以有效预测乳腺癌NAC后ALN的状态。
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引用次数: 0
2024 Hisada Prize (Award for Articles in Annals of Nuclear Medicine) 2024年Hisada奖(核医学年鉴文章奖)。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-17 DOI: 10.1007/s12149-025-02096-7
Kazunari Ishii
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引用次数: 0
Evaluating the diagnostic utility of [⁶⁸Ga]Ga-Pentixafor in solid tumors: a systematic review 评估[⁶⁸Ga]Ga- pentxafor在实体瘤中的诊断价值:一项系统综述。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-15 DOI: 10.1007/s12149-025-02093-w
Saad Ruzzeh, Ahmed Saad Abdlkadir, Hasan Al-Alawi, Egesta Lopci, Mike Sathekge, Serin Moghrabi, Shahed Obeidat, Akram Al-Ibraheem

The C-X-C motif chemokine receptor 4 (CXCR4) has emerged as a critical molecular imaging target in various malignancies due to its central role in tumor progression, metastasis, and resistance to therapy. Among the imaging modalities developed to exploit this target, [68Ga]Ga-Pentixafor—a positron emission tomography (PET) radiopharmaceutical—has shown potential in diagnostic imaging. However, its diagnostic utility in solid tumors remains relatively underexplored, particularly in comparison to the widely utilized [18F]fluorodeoxyglucose ([18F]FDG) PET/CT. Comprehensive literature search was performed across PubMed, Scopus, Web of Science and Embase, adhering to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Eligible studies included those reporting CXCR4-targeted PET imaging in solid tumors, with data on lesion detection, semiquantitative uptake values including maximum standardized uptake value (SUVmax) and tumor-to-background ratio (TBR). Data extraction focused on study design, patient demographics, tumor types, imaging protocols, and key findings. The quality of included studies was assessed using standardized risk-of-bias tools using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. This systematic review analyzed data from 26 studies, encompassing 831 patients with various solid malignancies to assess the diagnostic utility of [68Ga]Ga-Pentixafor PET/CT. Tracer uptake varied significantly among tumor types, with higher SUVmax values observed in adrenocortical carcinoma, small cell lung cancer, and desmoplastic small round cell tumors, while lower uptake was noted in breast cancer, glioblastoma, and melanoma. Certain malignancies, such as prostate cancer, pleural mesothelioma, and colorectal carcinoma, exhibited minimal or absent CXCR4 expression on PET imaging. A correlation between in vivo PET uptake and histopathologic CXCR4 expression was evident in specific tumor types, though heterogeneity in receptor expression was reported. When compared to [18F]FDG PET/CT, [68Ga]Ga-Pentixafor PET/CT demonstrated lower lesion detectability, highlighting its potential as a theranostic tool for CXCR4-targeted therapies rather than a primary diagnostic modality. [68Ga]Ga-Pentixafor PET/CT represents a promising, yet evolving, tool in oncology. While its diagnostic performance may not rival that of [18F]FDG PET/CT across all tumor types, its theranostic potential underscores its value in the precision medicine landscape.

C-X-C基序趋化因子受体4 (CXCR4)由于在肿瘤进展、转移和治疗抵抗中发挥核心作用,已成为各种恶性肿瘤的关键分子成像靶点。在利用该靶点开发的成像模式中,[68Ga] ga - pentixafor(正电子发射断层扫描(PET)放射性药物)在诊断成像中显示出潜力。然而,与广泛应用的[18F]氟脱氧葡萄糖([18F]FDG) PET/CT相比,其在实体肿瘤诊断中的应用仍相对不足。全面的文献检索在PubMed, Scopus, Web of Science和Embase上进行,遵循系统评价和元分析的首选报告项目(PRISMA)指南。符合条件的研究包括报告实体肿瘤中cxcr4靶向PET成像的研究,包括病变检测、半定量摄取值(包括最大标准化摄取值(SUVmax))和肿瘤与背景比(TBR)的数据。数据提取侧重于研究设计、患者人口统计学、肿瘤类型、成像方案和主要发现。纳入研究的质量使用标准化的偏倚风险工具进行评估,使用诊断准确性研究质量评估-2 (QUADAS-2)工具。本系统综述分析了26项研究的数据,包括831例不同实体恶性肿瘤患者,以评估[68Ga]Ga-Pentixafor PET/CT的诊断价值。示踪剂的摄取在不同类型的肿瘤中差异显著,在肾上腺皮质癌、小细胞肺癌和促结缔组织增生小圆细胞瘤中观察到较高的SUVmax值,而在乳腺癌、胶质母细胞瘤和黑色素瘤中观察到较低的摄取。某些恶性肿瘤,如前列腺癌、胸膜间皮瘤和结直肠癌,PET成像显示极少或不表达CXCR4。在特定肿瘤类型中,体内PET摄取与组织病理学CXCR4表达之间存在明显的相关性,尽管有报道称受体表达存在异质性。与[18F]FDG PET/CT相比,[68Ga]Ga-Pentixafor PET/CT显示出较低的病变检出率,突出了其作为cxcr4靶向治疗的治疗工具的潜力,而不是主要诊断方式。[68Ga]Ga-Pentixafor PET/CT是一种很有前途的,但仍在发展中的肿瘤学工具。虽然其在所有肿瘤类型中的诊断性能可能无法与[18F]FDG PET/CT相媲美,但其治疗潜力强调了其在精准医学领域的价值。
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引用次数: 0
Diagnostic value of 18F-FDG PET/CT in the follow-up of conjunctival melanoma 18F-FDG PET/CT在结膜黑色素瘤随访中的诊断价值。
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-15 DOI: 10.1007/s12149-025-02097-6
Huan Ma, Chuangui Li, Qian Zhang, Jiayue Liu, Wei Zhao, Xiaoyi Guo, Nina Zhou, Daxi Xue

Objective

To evaluate the diagnostic performance of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) in detecting metastatic conjunctival melanoma (CM).

Methods

This retrospective study enrolled 67 patients with histopathologically confirmed CM who underwent 18F-FDG PET/CT for follow-up or suspected recurrence. Parameters including short-axis diameter of lesions, maximum standardized uptake value (SUVmax), the target-to-nontarget (T/NT) ratios of cervical lymph nodes, and bone lesion characterization (osteolytic, osteoblastic, or unchanged) were evaluated. Metastases were confirmed via either histopathology or ≥ 6-month imaging follow-up. Diagnostic sensitivity, specificity, accuracy, and metastatic patterns were analyzed at patient level.

Results

A total of 16 patients were confirmed metastasis. The median interval from surgery to metastasis was 20.3 months (range 1–100 months), with 56.3% (9/16) occurring within the first postoperative year. PET/CT detected metastases in 13 patients, missed metastases in 3 patients (2 with small preauricular lymph nodes and 1 with tiny pulmonary metastases), and misdiagnosed 1 patient with parotid benign nodules as metastatic. PET/CT demonstrated a sensitivity of 81.3%, specificity of 98.0%, and accuracy of 94.0%. The most common metastatic sites included lymph nodes (62.5%), bone (37.5%), lung (31.3%), and liver (25.0%), with PET/CT demonstrating detection rates of 95.5%, 100%, 86.7%, and 100%, respectively. PET/CT also identified metastases in rare sites, including the thyroid, cerebellum, adrenal glands, pericardium, pancreas, and subcutaneous/soft tissue. Lymph node metastases in CM predominately occurred in ipsilateral regional nodes (90.1%), with rare bilateral involvement (9.1%). Metastatic lymph nodes in the cervical and submandibular regions showed significantly higher mean SUVmax (11.6 ± 10.5 vs. 2.9 ± 0.9; p = 0.005) and T/NT ratios (6.9 ± 8.2 vs. 3.0 ± 1.0; p = 0.011) compared to inflammatory lymph nodes. SUVmax of metastatic lymph nodes, lung metastases, and liver metastases showed positive correlations with lesion size (p < 0.05 for all). Among metastatic lymph nodes, 53.2% had a short-axis diameter < 10 mm, and 59.1% of bone metastases exhibited no abnormal CT density.

Conclusion

18F-FDG PET/CT provides high diagnostic accuracy in detecting systemic metastases of CM during follow-up assessments, particularly for small lymph nodes, early bone metastases, and uncommon sites.

目的:评价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)对转移性结膜黑色素瘤(CM)的诊断价值。方法:本回顾性研究纳入67例经组织病理学证实的CM患者,并行18F-FDG PET/CT随访或疑似复发。评估的参数包括病变的短轴直径、最大标准化摄取值(SUVmax)、颈部淋巴结的靶与非靶(T/NT)比以及骨病变特征(溶骨、成骨或未改变)。通过组织病理学或≥6个月的影像学随访证实转移。在患者水平上分析诊断的敏感性、特异性、准确性和转移模式。结果:16例患者发生转移。从手术到转移的中位时间间隔为20.3个月(范围1-100个月),其中56.3%(9/16)发生在术后第一年。PET/CT检出转移13例,漏诊转移3例(2例耳前小淋巴结,1例微小肺转移),腮腺良性结节1例误诊为转移。PET/CT的敏感性为81.3%,特异性为98.0%,准确性为94.0%。最常见的转移部位包括淋巴结(62.5%)、骨(37.5%)、肺(31.3%)和肝(25.0%),PET/CT的检出率分别为95.5%、100%、86.7%和100%。PET/CT也发现了罕见部位的转移,包括甲状腺、小脑、肾上腺、心包、胰腺和皮下/软组织。CM的淋巴结转移主要发生在同侧区域淋巴结(90.1%),罕见的双侧转移(9.1%)。颈部和下颌下区域的转移性淋巴结显示更高的平均SUVmax(11.6±10.5 vs 2.9±0.9);p = 0.005)和T / NT比率(6.9±8.2和3.0±1.0;P = 0.011)。结论:在随访评估中,18F-FDG PET/CT在检测CM全身转移方面具有较高的诊断准确性,特别是对于小淋巴结、早期骨转移和罕见部位。
{"title":"Diagnostic value of 18F-FDG PET/CT in the follow-up of conjunctival melanoma","authors":"Huan Ma,&nbsp;Chuangui Li,&nbsp;Qian Zhang,&nbsp;Jiayue Liu,&nbsp;Wei Zhao,&nbsp;Xiaoyi Guo,&nbsp;Nina Zhou,&nbsp;Daxi Xue","doi":"10.1007/s12149-025-02097-6","DOIUrl":"10.1007/s12149-025-02097-6","url":null,"abstract":"<div><h3>Objective</h3><p>To evaluate the diagnostic performance of <sup>18</sup>F-fluorodeoxyglucose positron emission tomography/computed tomography (<sup>18</sup>F-FDG PET/CT) in detecting metastatic conjunctival melanoma (CM).</p><h3>Methods</h3><p>This retrospective study enrolled 67 patients with histopathologically confirmed CM who underwent <sup>18</sup>F-FDG PET/CT for follow-up or suspected recurrence. Parameters including short-axis diameter of lesions, maximum standardized uptake value (SUVmax), the target-to-nontarget (T/NT) ratios of cervical lymph nodes, and bone lesion characterization (osteolytic, osteoblastic, or unchanged) were evaluated. Metastases were confirmed via either histopathology or ≥ 6-month imaging follow-up. Diagnostic sensitivity, specificity, accuracy, and metastatic patterns were analyzed at patient level.</p><h3>Results</h3><p>A total of 16 patients were confirmed metastasis. The median interval from surgery to metastasis was 20.3 months (range 1–100 months), with 56.3% (9/16) occurring within the first postoperative year. PET/CT detected metastases in 13 patients, missed metastases in 3 patients (2 with small preauricular lymph nodes and 1 with tiny pulmonary metastases), and misdiagnosed 1 patient with parotid benign nodules as metastatic. PET/CT demonstrated a sensitivity of 81.3%, specificity of 98.0%, and accuracy of 94.0%. The most common metastatic sites included lymph nodes (62.5%), bone (37.5%), lung (31.3%), and liver (25.0%), with PET/CT demonstrating detection rates of 95.5%, 100%, 86.7%, and 100%, respectively. PET/CT also identified metastases in rare sites, including the thyroid, cerebellum, adrenal glands, pericardium, pancreas, and subcutaneous/soft tissue. Lymph node metastases in CM predominately occurred in ipsilateral regional nodes (90.1%), with rare bilateral involvement (9.1%). Metastatic lymph nodes in the cervical and submandibular regions showed significantly higher mean SUVmax (11.6 ± 10.5 vs. 2.9 ± 0.9; <i>p</i> = 0.005) and T/NT ratios (6.9 ± 8.2 vs. 3.0 ± 1.0; <i>p</i> = 0.011) compared to inflammatory lymph nodes. SUVmax of metastatic lymph nodes, lung metastases, and liver metastases showed positive correlations with lesion size (<i>p</i> &lt; 0.05 for all). Among metastatic lymph nodes, 53.2% had a short-axis diameter &lt; 10 mm, and 59.1% of bone metastases exhibited no abnormal CT density.</p><h3>Conclusion</h3><p><sup>18</sup>F-FDG PET/CT provides high diagnostic accuracy in detecting systemic metastases of CM during follow-up assessments, particularly for small lymph nodes, early bone metastases, and uncommon sites.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 12","pages":"1337 - 1346"},"PeriodicalIF":2.5,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144854280","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
Feasibility of targeted alpha therapy for Alzheimer’s disease using 211At-labeled agent targeting amyloid-β aggregates 使用靶向淀粉样蛋白-β聚集体的211at标记药物靶向治疗阿尔茨海默病的可行性
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-12 DOI: 10.1007/s12149-025-02095-8
Rikuto Kashiyama, Hiroyuki Watanabe, Takahiro Akasaka, Hiroyuki Fujimoto, Masashi Murakami, Kazuhiro Ooe, Atsushi Toyoshima, Kazuma Nakashima, Masahiro Ono

Objective

Amyloid-β (Aβ) aggregates have been recognized as therapeutic targets for Alzheimer’s disease (AD). Targeted alpha therapy (TAT) using α-particles has the potential to be applied as a novel treatment approach for AD by reducing the quantity of Aβ aggregates. In this study, we developed a novel astatine-211-labeled pyridyl benzofuran (PBF) derivative, [211At]APBF-2, as a small molecule-based Aβ-TAT agent and evaluated its potential for in vivo use.

Methods

[211At]APBF-2 was synthesized in a one-step astatination process using the tributyltin precursor. In the Aβ aggregation inhibition assay, [211At]APBF-2 was added to a sample containing Aβ1–42 monomers and thioflavin-T (ThT) and the mixture was incubated for 24 h. The quantity of Aβ aggregates was evaluated by measuring ThT fluorescence intensity. The biodistribution of [211At]APBF-2 (25 kBq/100 μL) was evaluated using ddY mice (n = 5).

Results

[211At]APBF-2 was synthesized in radiochemical yield of 57% with a radiochemical purity of over 95%. In the in vitro assay, [211At]APBF-2 showed a dose-dependent decrease in ThT fluorescence intensity, suggesting the ability of [211At]APBF-2 to inhibit Aβ aggregation. In the biodistribution study using normal mice, the initial brain uptake of [211At]APBF-2 was observed (2.95% injected dose/g at 2 min), demonstrating favorable Blood–brain barrier permeability.

Conclusions

These results suggest the feasibility of using [211At]APBF-2 as an Aβ-TAT agent for in vivo applications.

目的:淀粉样蛋白-β (Aβ)聚集体已被认为是阿尔茨海默病(AD)的治疗靶点。靶向α治疗(TAT)使用α-颗粒有可能通过减少α β聚集物的数量作为一种新的治疗AD的方法。在这项研究中,我们开发了一种新的砹-211标记吡啶基苯并呋喃(PBF)衍生物[2111at]APBF-2,作为一种基于小分子的a β- tat试剂,并评估了其在体内使用的潜力。方法:以三丁基锡为前驱体,采用一步法合成[211At]APBF-2。在a β聚集抑制实验中,将[2111at]APBF-2加入到含有a β1-42单体和ThT的样品中,孵育24小时。通过测量ThT荧光强度来评估a β聚集的数量。[2111at]APBF-2 (25 kBq/100 μL)在ddY小鼠(n = 5)体内的生物分布。结果:[2111at]APBF-2的放射化学产率为57%,放射化学纯度为95%以上。在体外实验中,[2111at]APBF-2显示ThT荧光强度呈剂量依赖性降低,表明[2111at]APBF-2具有抑制a β聚集的能力。在正常小鼠的生物分布研究中,观察到[2111at]APBF-2的初始脑摄取(2min注射剂量/g 2.95%),显示出良好的血脑屏障通透性。结论:这些结果表明[2111at]APBF-2作为Aβ-TAT在体内应用的可行性。
{"title":"Feasibility of targeted alpha therapy for Alzheimer’s disease using 211At-labeled agent targeting amyloid-β aggregates","authors":"Rikuto Kashiyama,&nbsp;Hiroyuki Watanabe,&nbsp;Takahiro Akasaka,&nbsp;Hiroyuki Fujimoto,&nbsp;Masashi Murakami,&nbsp;Kazuhiro Ooe,&nbsp;Atsushi Toyoshima,&nbsp;Kazuma Nakashima,&nbsp;Masahiro Ono","doi":"10.1007/s12149-025-02095-8","DOIUrl":"10.1007/s12149-025-02095-8","url":null,"abstract":"<div><h3>Objective</h3><p>Amyloid-β (Aβ) aggregates have been recognized as therapeutic targets for Alzheimer’s disease (AD). Targeted alpha therapy (TAT) using α-particles has the potential to be applied as a novel treatment approach for AD by reducing the quantity of Aβ aggregates. In this study, we developed a novel astatine-211-labeled pyridyl benzofuran (PBF) derivative, [<sup>211</sup>At]APBF-2, as a small molecule-based Aβ-TAT agent and evaluated its potential for in vivo use.</p><h3>Methods</h3><p>[<sup>211</sup>At]APBF-2 was synthesized in a one-step astatination process using the tributyltin precursor. In the Aβ aggregation inhibition assay, [<sup>211</sup>At]APBF-2 was added to a sample containing Aβ<sub>1–42</sub> monomers and thioflavin-T (ThT) and the mixture was incubated for 24 h. The quantity of Aβ aggregates was evaluated by measuring ThT fluorescence intensity. The biodistribution of [<sup>211</sup>At]APBF-2 (25 kBq/100 μL) was evaluated using ddY mice (<i>n</i> = 5).</p><h3>Results</h3><p>[<sup>211</sup>At]APBF-2 was synthesized in radiochemical yield of 57% with a radiochemical purity of over 95%. In the in vitro assay, [<sup>211</sup>At]APBF-2 showed a dose-dependent decrease in ThT fluorescence intensity, suggesting the ability of [<sup>211</sup>At]APBF-2 to inhibit Aβ aggregation. In the biodistribution study using normal mice, the initial brain uptake of [<sup>211</sup>At]APBF-2 was observed (2.95% injected dose/g at 2 min), demonstrating favorable Blood–brain barrier permeability.</p><h3>Conclusions</h3><p>These results suggest the feasibility of using [<sup>211</sup>At]APBF-2 as an Aβ-TAT agent for in vivo applications.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 12","pages":"1319 - 1325"},"PeriodicalIF":2.5,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144833796","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
Are [18F]FDG PET/CT imaging and cell blood count-derived biomarkers robust non-invasive surrogates for tumor-infiltrating lymphocytes in early-stage breast cancer? [18F]FDG PET/CT成像和血细胞计数衍生的生物标志物是早期乳腺癌肿瘤浸润淋巴细胞的可靠的无创替代品吗?
IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-12 DOI: 10.1007/s12149-025-02098-5
Romain-David Seban, Louis Rebaud, Lounes Djerroudi, Anne Vincent-Salomon, Francois-Clement Bidard, Laurence Champion, Irene Buvat

Objective

Tumor-infiltrating lymphocytes (TILs) are key immune biomarkers associated with prognosis and treatment response in early-stage breast cancer (BC), particularly in the triple-negative subtype. This study aimed to evaluate whether [18F]FDG PET/CT imaging and routine cell blood count (CBC)-derived biomarkers can serve as non-invasive surrogates for TILs, using machine-learning models.

Material and methods

We retrospectively analyzed 358 patients with biopsy-proven early-stage invasive BC who underwent pre-treatment [18F]FDG PET/CT imaging. PET-derived biomarkers were extracted from the primary tumor, lymph nodes, and lymphoid organs (spleen and bone marrow). CBC-derived biomarkers included neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR). TILs were assessed histologically and categorized as low (0–10%), intermediate (11–59%), or high (≥ 60%). Correlations were assessed using Spearman’s rank coefficient, and classification and regression models were built using several machine-learning algorithms.

Results

Tumor SUVmax and tumor SUVmean showed the highest correlation with TIL levels (ρ = 0.29 and 0.30 respectively, p < 0.001 for both), but overall associations between TILs and PET or CBC-derived biomarkers were weak. No CBC-derived biomarker showed significant correlation or discriminative performance. Machine-learning models failed to predict TIL levels with satisfactory accuracy (maximum balanced accuracy = 0.66). Lymphoid organ metrics (SLR, BLR) and CBC-derived parameters did not significantly enhance predictive value.

Discussion

In this study, neither [18F]FDG PET/CT nor routine CBC-derived biomarkers reliably predict TILs levels in early-stage BC. This observation was made in presence of potential scanner-related variability and for a restricted set of usual PET metrics. Future models should incorporate more targeted imaging approaches, such as immunoPET, to non-invasively assess immune infiltration with higher specificity and improve personalized treatment strategies.

目的:肿瘤浸润淋巴细胞(til)是与早期乳腺癌(BC),特别是三阴性亚型预后和治疗反应相关的关键免疫生物标志物。本研究旨在评估[18F]FDG PET/CT成像和常规血细胞计数(CBC)衍生的生物标志物是否可以使用机器学习模型作为TILs的无创替代品。材料和方法:我们回顾性分析了358例活检证实的早期浸润性BC患者,他们接受了预处理[18F]FDG PET/CT成像。从原发肿瘤、淋巴结和淋巴样器官(脾脏和骨髓)中提取pet衍生的生物标志物。cbc衍生的生物标志物包括中性粒细胞与淋巴细胞比率(NLR)和血小板与淋巴细胞比率(PLR)。对TILs进行组织学评估,并将其分为低(0-10%)、中(11-59%)和高(≥60%)。使用Spearman等级系数评估相关性,并使用几种机器学习算法建立分类和回归模型。结果:肿瘤SUVmax和肿瘤SUVmean与TIL水平的相关性最高(ρ值分别为0.29和0.30)。讨论:在本研究中,[18F]FDG PET/CT和常规cbc衍生的生物标志物都不能可靠地预测早期BC的TIL水平。这一观察结果是在潜在的扫描仪相关变异性和一组有限的常规PET指标的情况下进行的。未来的模型应纳入更有针对性的成像方法,如免疫pet,以更高的特异性非侵入性评估免疫浸润,并改进个性化的治疗策略。
{"title":"Are [18F]FDG PET/CT imaging and cell blood count-derived biomarkers robust non-invasive surrogates for tumor-infiltrating lymphocytes in early-stage breast cancer?","authors":"Romain-David Seban,&nbsp;Louis Rebaud,&nbsp;Lounes Djerroudi,&nbsp;Anne Vincent-Salomon,&nbsp;Francois-Clement Bidard,&nbsp;Laurence Champion,&nbsp;Irene Buvat","doi":"10.1007/s12149-025-02098-5","DOIUrl":"10.1007/s12149-025-02098-5","url":null,"abstract":"<div><h3>Objective</h3><p>Tumor-infiltrating lymphocytes (TILs) are key immune biomarkers associated with prognosis and treatment response in early-stage breast cancer (BC), particularly in the triple-negative subtype. This study aimed to evaluate whether [18F]FDG PET/CT imaging and routine cell blood count (CBC)-derived biomarkers can serve as non-invasive surrogates for TILs, using machine-learning models.</p><h3>Material and methods</h3><p>We retrospectively analyzed 358 patients with biopsy-proven early-stage invasive BC who underwent pre-treatment [18F]FDG PET/CT imaging. PET-derived biomarkers were extracted from the primary tumor, lymph nodes, and lymphoid organs (spleen and bone marrow). CBC-derived biomarkers included neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR). TILs were assessed histologically and categorized as low (0–10%), intermediate (11–59%), or high (≥ 60%). Correlations were assessed using Spearman’s rank coefficient, and classification and regression models were built using several machine-learning algorithms.</p><h3>Results</h3><p>Tumor SUVmax and tumor SUVmean showed the highest correlation with TIL levels (ρ = 0.29 and 0.30 respectively, p &lt; 0.001 for both), but overall associations between TILs and PET or CBC-derived biomarkers were weak. No CBC-derived biomarker showed significant correlation or discriminative performance. Machine-learning models failed to predict TIL levels with satisfactory accuracy (maximum balanced accuracy = 0.66). Lymphoid organ metrics (SLR, BLR) and CBC-derived parameters did not significantly enhance predictive value.</p><h3>Discussion</h3><p>In this study, neither [18F]FDG PET/CT nor routine CBC-derived biomarkers reliably predict TILs levels in early-stage BC. This observation was made in presence of potential scanner-related variability and for a restricted set of usual PET metrics. Future models should incorporate more targeted imaging approaches, such as immunoPET, to non-invasively assess immune infiltration with higher specificity and improve personalized treatment strategies.</p></div>","PeriodicalId":8007,"journal":{"name":"Annals of Nuclear Medicine","volume":"39 12","pages":"1347 - 1358"},"PeriodicalIF":2.5,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144833795","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
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Annals of Nuclear Medicine
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