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Post-therapy I-131 whole-body scan with SPECT/computed tomography-based mapping of residual metastatic lymph nodes in differentiated thyroid cancer. 治疗后I-131全身扫描与SPECT/计算机断层扫描为基础的分化甲状腺癌残余转移淋巴结作图。
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-11-21 DOI: 10.1097/MNM.0000000000002083
Ruoxin Xu, Bodong Wang, Jianguo Chen, Yao Luo, Zeqing Xu, Caihua Tang

Objectives: Differentiated thyroid carcinoma (DTC) frequently metastasizes to lymph nodes, significantly influencing patient prognosis. Posttherapy I-131 whole-body scan with SPECT/computed tomography (CT) (Rx-WBS) is crucial in detecting residual metastatic lymph nodes (reLNs). This study aimed to construct spatial heatmaps of reLNs based on the Rx-WBS to visualize anatomical distribution and to provide references for optimizing lymph node dissection (LND) strategies.

Methods: This retrospective study included 110 intermediate- to high-risk DTC patients who underwent thyroidectomy and LND, followed by I-131 therapy within 3 months postoperatively. reLNs were manually identified and segmented on Rx-WBS using ITK-SNAP. All reLNs were registered onto a reference patient's CT image based on anatomical landmarks. Representative axial and sagittal heatmaps were generated to illustrate the reLNs' spatial patterns. Univariate analysis and multivariable negative binomial regression were used to identify the factors associated with reLNs.

Results: A total of 276 reLNs from 110 patients were mapped to the reference CT. Heatmaps demonstrated that reLNs were most concentrated in level Ⅵ (39.5%), followed by levels Ⅳ (19.2%) and Ⅲ (17.0%), clustering around the internal carotid artery and jugular vein. Levels I, Ⅴ, and the retropharyngeal space showed lower involvement. Univariate analysis revealed that age and the extent of LND were potential influencing factors.

Conclusion: This study constructed anatomical heatmaps of reLNs, revealing spatial 'hotspots' of residual metastases. These visualizations illustrate the anatomical distribution of reLNs and may assist in refining LND strategies.

目的:分化型甲状腺癌(DTC)常转移至淋巴结,严重影响患者预后。治疗后使用SPECT/ CT (Rx-WBS)进行I-131全身扫描对于检测残余转移性淋巴结(reln)至关重要。本研究旨在基于Rx-WBS构建reln的空间热图,可视化其解剖分布,为优化淋巴结清扫(LND)策略提供参考。方法:本回顾性研究纳入110例行甲状腺切除术和LND的中高危DTC患者,术后3个月内接受I-131治疗。使用ITK-SNAP在Rx-WBS上手动识别和分割reln。所有reln均根据解剖标志注册到参考患者的CT图像上。生成具有代表性的轴向和矢状热图,以说明reln的空间格局。采用单因素分析和多变量负二项回归来确定与reln相关的因素。结果:110例患者共276个reln被映射到参考CT上。热图显示,reln最集中在Ⅵ(39.5%),其次是Ⅳ(19.2%)和Ⅲ(17.0%),聚集在颈内动脉和颈静脉周围。一级、Ⅴ和咽后间隙受累程度较低。单因素分析显示,年龄和LND程度是潜在的影响因素。结论:本研究构建了reln的解剖热图,揭示了残留转移灶的空间“热点”。这些可视化图像说明了reln的解剖分布,可能有助于改进LND策略。
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引用次数: 0
Uptake pattern of dual-nuclide PET in intracranial lesions. 颅内病变双核素PET摄取模式。
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-11-18 DOI: 10.1097/MNM.0000000000002080
Yutao Ren, Qiang Meng, Hao Wu, Huanfa Li, Hui Li, Haohao Cui, Xiaobo Ye, Bo Fang, Haipeng Tang, Changwang Du, Yong Liu, Hua Zhang

Background: To analyze the uptake patterns of dual-nuclide PET using 2-[ 18 F]-fluoro-2-deoxy- D -glucose (FDG) and O-(2-[ 18 F]-fluoroethyl)- L -tyrosine (FET) in intracranial lesions.

Methods: This study was conducted from July 2023 to September 2024. Patients with intracranial lesions underwent FDG PET and FET-PET scans on separate days before surgery. Four uptake patterns were observed: type A, positive uptake of both FET and FDG; type B, positive uptake of FET with negative uptake of FDG; type C, negative uptake of FET with positive uptake of FDG; and type D, negative uptake of both FET and FDG. Correlations between standardized uptake values (SUVs) of FET/FDG and tumor proliferation marker Ki-67/tumor protein p53 (P53) were analyzed using Pearson correlation analysis.

Results: Among 28 patients, type A was observed in 17, type B in nine, and type D in two patients. Dual-nuclide PET-based diagnoses were completely consistent with the pathology in nine, partially consistent in 17, and inconsistent in only two patients. Except for mature teratomas, all intracranial tumors demonstrated positive FET uptake. Correlations were observed between FDG and Ki-67: SUV max ( P  = 0.011) and SUV mean ( P  = 0.012). In addition, correlations were observed between the FDG/FET ratio and Ki-67: SUV max ( P  = 0.029) and SUV mean ( P  = 0.021).

Conclusion: Dual-nuclide PET is valuable in diagnosing intracranial lesions. Type A is the most common uptake pattern. The SUV of FDG is positively correlated with the Ki-67 level. Compared with single-modality PET, dual-nuclide PET uptake patterns provide diagnostic insights into intracranial lesions.

背景:分析2-[18F]-氟-2-脱氧-d -葡萄糖(FDG)和O-(2-[18F]-氟乙基)- l-酪氨酸(FET)在颅内病变中的摄取模式。方法:本研究于2023年7月至2024年9月进行。颅内病变患者在手术前分别接受FDG PET和FET-PET扫描。观察到四种摄取模式:A型,FET和FDG均阳性摄取;B型:FET正吸收,FDG负吸收;C型,负吸收FET,正吸收FDG;D型,FET和FDG均负吸收。采用Pearson相关分析分析FET/FDG标准化摄取值(SUVs)与肿瘤增殖标志物Ki-67/肿瘤蛋白p53 (p53)的相关性。结果:28例患者中,A型17例,B型9例,D型2例。基于双核素pet的诊断与病理完全一致的有9例,部分一致的有17例,不一致的只有2例。除成熟畸胎瘤外,所有颅内肿瘤均表现为FET阳性摄取。FDG与Ki-67: SUVmax (P = 0.011)和SUVmean (P = 0.012)呈正相关。此外,FDG/FET比值与Ki-67: SUVmax (P = 0.029)和SUVmean (P = 0.021)之间存在相关性。结论:双核素PET对颅内病变的诊断有一定价值。A型是最常见的摄取模式。FDG的SUV与Ki-67水平呈正相关。与单模态PET相比,双核素PET摄取模式提供了颅内病变的诊断见解。
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引用次数: 0
Fluoro-2-deoxy- d -glucose PET radiomic analysis predicts outcome in patients with soft tissue sarcoma. 氟-2-脱氧-d-葡萄糖PET放射组学分析预测软组织肉瘤患者的预后。
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-11-28 DOI: 10.1097/MNM.0000000000002074
Alex Noh, Stephen R Thompson, Christopher Lehane, Andrew Parasyn, Yeh Chen Lee, Phillip Crowe, Ivan Ho Shon

Background: Treatment and outcome of soft tissue sarcomas (STS) are presently guided by stage and clinicopathological factors. Radiomics, the quantitative analysis of images applied to [ 18 F]fluoro-2-deoxy- d -glucose (FDG) PET could improve prognostication and thereby treatment outcomes, especially due to its ability to quantify intratumoural metabolic heterogeneity. However, the data for its utility in STS is limited.

Objectives: This study aimed to assess the prognostic value of pretreatment FDG PET-derived radiomic features for patients with STS. A retrospective analysis was performed of patients with STS who underwent FDG PET and were treated with curative intent in a sarcoma centre ( n = 44). Tumour segmentation was performed using a 40% maximum standardised uptake value threshold, and 107 radiomic features were extracted. Univariable and multivariate Cox regression evaluated radiomic features against local recurrence-free survival (LRFS), distant recurrence-free survival (DRFS), disease-free survival (DFS), and overall survival. Survival difference was then assessed using Kaplan-Meier survival curves constructed from receiver operating characteristic (ROC) derived thresholds.

Results: Our study demonstrated measures of tumour heterogeneity predicted outcome, the strongest predictor being, GLSZMSZNUN, which was a significant predictor on multivariate analysis of DRFS [heart rate (HR) = 0.00031, 95% confidence interval (CI) = 2.1 × 10-7-0.45, P = 0.03] and DFS (HR = 0.00047, 95% CI = 1.3 × 10-6-0.16, P = 0.01). Stratification using ROC-derived thresholds showed survival difference for LRFS ( P = 0.045), DRFS ( χ2 = 4.7, P < 0.001), and DFS ( χ2 = 8.1, P = 0.005).

Conclusion: Multiple PET radiomic features demonstrated significant prognostic utility independent of standard clinical features and predicted survival outcomes in STS. Larger prospective multicentre cohorts are required to verify our findings and enable integration into clinical decision aids and precision medicine in STS.

软组织肉瘤(STS)的治疗和预后目前是由分期和临床病理因素指导的。放射组学,应用于[18F]氟-2-脱氧-d-葡萄糖(FDG) PET的图像定量分析可以改善预后,从而改善治疗结果,特别是由于它能够量化肿瘤内代谢异质性。然而,它在STS中的效用数据是有限的。本研究旨在评估预处理FDG pet衍生放射学特征对STS患者的预后价值。回顾性分析了在肉瘤中心接受FDG PET治疗并有治愈意图的STS患者(n = 44)。使用40%的最大标准化摄取值阈值进行肿瘤分割,并提取107个放射学特征。单变量和多变量Cox回归评估放射学特征对局部无复发生存(LRFS)、远处无复发生存(DRFS)、无病生存(DFS)和总生存的影响。然后使用由受试者工作特征(ROC)衍生阈值构建的Kaplan-Meier生存曲线评估生存差异。我们的研究表明,肿瘤异质性指标可以预测预后,最强的预测因子是GLSZMSZNUN,它是DRFS(心率(HR) = 0.00031, 95%可信区间(CI) = 2.1 × 10-7-0.45, P = 0.03)和DFS (HR = 0.00047, 95% CI = 1.3 × 10-6-0.16, P = 0.01)多变量分析的重要预测因子。使用roc衍生阈值分层显示,LRFS的生存差异(P = 0.045), DRFS的生存差异(χ2 = 4.7, P
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引用次数: 0
A standardised attenuated dosing of 177 lutetium-prostate-specific membrane antigen therapy for patients with metastatic castration-resistant prostate carcinoma and preexisting renal impairment. 转移性去势抵抗性前列腺癌和既往肾损害患者的标准减剂量177黄体-前列腺特异性膜抗原治疗
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-01-06 DOI: 10.1097/MNM.0000000000002078
Dongni Du, Vincent Khoo, Robert Huddart, Yong Du

Objective: This study analysed the safety and effectiveness of a 20% dose reduction of 177 Lutetium-labelled prostate-specific membrane antigen (PSMA) radioligand therapy in patients with metastatic castration-resistant prostate carcinoma (mCRPC) and preexisting impaired renal function.

Methods: In this retrospective study, 16 mCRPC patients with impaired renal function - estimated glomerular filtration rate (eGFR) < 60 ml/min/1.73 m 2 who received 177 Lu-PSMA-I&T were identified. Median number of cycles was 4 (range 1-8 cycles), and median interval between cycles was 6 weeks. Renal function was monitored throughout the treatment. Therapy response was assessed via prostate-specific antigen (PSA) measurements. Patients received a 20% dose reduction from the standard dose of 7.4 GBq. Mean follow-up time was 8.5 months (range 2-37 months). Kaplan-Meier analysis was performed to obtain progression-free survival (PFS) and overall survival (OS).

Results: Mean baseline eGFR was 48 ml/min/1.73 m 2 (range 21-59 ml/min/1.73 m 2 ). Mean end-of-treatment eGFR was 51 ml/min/1.73 m 2 (range 19-83 ml/min/1.73 m 2 ). At the end of follow-up, the mean eGFR was 48 ml/min/1.73 m 2 (range 20-83 ml/min/1.73 m 2 ). There was no evidence that eGFR was affected by the 177 Lu-PSMA-I&T treatment either after the last cycle or at the end of follow-up ( P  > 0.05). No patients suffered grade 4 renal toxicity. After 1 cycle, 50% of patients had a partial PSA response, which increased to 73% after two cycles. Median PFS was 12 months [95% confidence interval (CI): 4-14 months], and OS was 17 months (95% CI: 13-40 months).

Conclusion: Findings support the feasibility of 177 Lu-PSMA-I&T treatment in mCRPC patients with preexisting renal impairment (eGFR 21-59 ml/min/1.73 m 2 ) when a 20% dose reduction is applied.

目的:本研究分析了177镥标记前列腺特异性膜抗原(PSMA)放射配体治疗转移性去势抵抗性前列腺癌(mCRPC)和既往肾功能受损患者的安全性和有效性。方法:在这项回顾性研究中,16例肾功能受损的mCRPC患者-估计肾小球滤过率(eGFR)结果:平均基线eGFR为48 ml/min/1.73 m2(范围21-59 ml/min/1.73 m2)。治疗结束时平均eGFR为51 ml/min/1.73 m2(范围19-83 ml/min/1.73 m2)。随访结束时,平均eGFR为48 ml/min/1.73 m2(范围20-83 ml/min/1.73 m2)。在最后一个周期后或随访结束时,没有证据表明177Lu-PSMA-I&T治疗对eGFR有影响(P < 0.05)。没有患者出现4级肾毒性。1个周期后,50%的患者有部分PSA反应,2个周期后增加到73%。中位PFS为12个月[95%置信区间(CI): 4-14个月],OS为17个月(95% CI: 13-40个月)。结论:研究结果支持177Lu-PSMA-I&T治疗先前存在肾脏损害的mCRPC患者(eGFR 21-59 ml/min/1.73 m2),当剂量减少20%时的可行性。
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引用次数: 0
Role of 99m Tc-sestamibi single photon emission computed tomography/computed tomography in the characterization of renal lesions: a prospective observational study. 99mTc-sestamibi单光子发射计算机断层扫描/计算机断层扫描在肾脏病变表征中的作用:一项前瞻性观察研究。
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-10-30 DOI: 10.1097/MNM.0000000000002077
Ralph P Emerson, Kanhaiyalal Agrawal, P Sai Sradha Patro, Parneet Singh, Tejasvini Singhal, Girish Kumar Parida, Prasant Nayak, Suvendu Purkait

Objectives: Technetium-99 m ( 99m Tc)-sestamibi, a lipophilic cationic molecule that accumulates in cells rich in mitochondria, can help to characterize the solid renal masses. This study evaluated the accuracy of 99m Tc-sestamibi single photon emission computed tomography/computed tomography (SPECT/CT) in the characterization of solid renal lesions, and we explored whether dynamic imaging could provide added diagnostic value over delayed SPECT/CT in the differentiation of renal lesions into benign and malignant.

Methods: In this prospective study, all referred patients with a solid renal mass who have not undergone any intervention underwent 99m Tc-sestamibi SPECT/CT imaging and, based on lesion (TLsC) to renal background uptake ratio (TRBKG) with a cutoff 0.5, the renal masses were classified as either positive or negative for 99m Tc-sestamibi uptake, and the results compared with final histopathological reports.

Results: Thirty-six patients (28 men and 8 women) were included, of which five patients' renal lesions were 99m Tc-sestamibi positive and 31 were negative. Of the five 99m Tc-sestamibi-positive lesions, four were benign in nature, whereas 30 of 31 99m Tc-sestamibi-negative lesions were malignant. Thus, the sensitivity, specificity, and accuracy of 99m Tc-sestamibi for differentiation of benign and malignant renal lesions were 80% [95% confidence interval (CI), 37.56-96.38], 96.8% (95% CI, 83.81-99.43), and 94.4% (95% CI, 81.86-98.46), respectively. The area under the receiver operating characteristic curve was 0.935 (95% CI 0.84-1.00). Dynamic imaging showed no significant incremental value over delayed 99m Tc-sestamibi SPECT/CT for lesion classification (McNemar's exact P  = 1.00; Fisher's exact P  = 0.163).

Conclusion: The study showed high diagnostic accuracy of 99m Tc-sestamibi SPECT/CT in differentiating benign from malignant solid renal lesions. Its high specificity and negative predictive value make it a potential and valuable noninvasive diagnostic tool for characterizing solid renal lesions, thus guiding further management. Dynamic imaging, however, did not demonstrate incremental diagnostic value over delayed SPECT/CT for characterization of renal lesions.

目的:techneium - 99m (99mTc)-sestamibi是一种富集在富含线粒体的细胞中的亲脂性阳离子分子,可以帮助表征实性肾肿块。本研究评估了99mTc-sestamibi单光子发射计算机断层扫描/计算机断层扫描(SPECT/CT)在实性肾脏病变表征中的准确性,并探讨了动态成像是否能比延迟SPECT/CT在鉴别肾脏病变良恶性方面提供额外的诊断价值。方法:在这项前瞻性研究中,所有未接受任何干预的实性肾肿块患者均接受99mTc-sestamibi SPECT/CT成像,根据病灶(TLsC)与肾背景摄取比(TRBKG)的截断值为0.5,将肾肿块分为99mTc-sestamibi摄取阳性或阴性,并将结果与最终的组织病理学报告进行比较。结果:纳入36例患者(男28例,女8例),其中肾脏病变99mTc-sestamibi阳性5例,阴性31例。在5个99mtc -sestamibi阳性病变中,4个是良性的,而31个99mtc -sestamibi阴性病变中有30个是恶性的。因此,99mTc-sestamibi鉴别良恶性肾脏病变的敏感性、特异性和准确性分别为80%[95%可信区间(CI), 37.56 ~ 96.38]、96.8% (95% CI, 83.81 ~ 99.43)和94.4% (95% CI, 81.86 ~ 98.46)。受试者工作特征曲线下面积为0.935 (95% CI 0.84 ~ 1.00)。动态成像显示延迟99mTc-sestamibi SPECT/CT对病变分类没有显著的增加价值(McNemar的精确P = 1.00; Fisher的精确P = 0.163)。结论:99mTc-sestamibi SPECT/CT对良恶性实性肾脏病变具有较高的诊断准确性。它的高特异性和阴性预测值使其成为一种潜在的、有价值的无创诊断工具,可用于诊断肾实性病变,从而指导进一步的治疗。然而,动态成像并没有比延迟SPECT/CT表现出对肾脏病变特征的增量诊断价值。
{"title":"Role of 99m Tc-sestamibi single photon emission computed tomography/computed tomography in the characterization of renal lesions: a prospective observational study.","authors":"Ralph P Emerson, Kanhaiyalal Agrawal, P Sai Sradha Patro, Parneet Singh, Tejasvini Singhal, Girish Kumar Parida, Prasant Nayak, Suvendu Purkait","doi":"10.1097/MNM.0000000000002077","DOIUrl":"10.1097/MNM.0000000000002077","url":null,"abstract":"<p><strong>Objectives: </strong>Technetium-99 m ( 99m Tc)-sestamibi, a lipophilic cationic molecule that accumulates in cells rich in mitochondria, can help to characterize the solid renal masses. This study evaluated the accuracy of 99m Tc-sestamibi single photon emission computed tomography/computed tomography (SPECT/CT) in the characterization of solid renal lesions, and we explored whether dynamic imaging could provide added diagnostic value over delayed SPECT/CT in the differentiation of renal lesions into benign and malignant.</p><p><strong>Methods: </strong>In this prospective study, all referred patients with a solid renal mass who have not undergone any intervention underwent 99m Tc-sestamibi SPECT/CT imaging and, based on lesion (TLsC) to renal background uptake ratio (TRBKG) with a cutoff 0.5, the renal masses were classified as either positive or negative for 99m Tc-sestamibi uptake, and the results compared with final histopathological reports.</p><p><strong>Results: </strong>Thirty-six patients (28 men and 8 women) were included, of which five patients' renal lesions were 99m Tc-sestamibi positive and 31 were negative. Of the five 99m Tc-sestamibi-positive lesions, four were benign in nature, whereas 30 of 31 99m Tc-sestamibi-negative lesions were malignant. Thus, the sensitivity, specificity, and accuracy of 99m Tc-sestamibi for differentiation of benign and malignant renal lesions were 80% [95% confidence interval (CI), 37.56-96.38], 96.8% (95% CI, 83.81-99.43), and 94.4% (95% CI, 81.86-98.46), respectively. The area under the receiver operating characteristic curve was 0.935 (95% CI 0.84-1.00). Dynamic imaging showed no significant incremental value over delayed 99m Tc-sestamibi SPECT/CT for lesion classification (McNemar's exact P  = 1.00; Fisher's exact P  = 0.163).</p><p><strong>Conclusion: </strong>The study showed high diagnostic accuracy of 99m Tc-sestamibi SPECT/CT in differentiating benign from malignant solid renal lesions. Its high specificity and negative predictive value make it a potential and valuable noninvasive diagnostic tool for characterizing solid renal lesions, thus guiding further management. Dynamic imaging, however, did not demonstrate incremental diagnostic value over delayed SPECT/CT for characterization of renal lesions.</p>","PeriodicalId":19708,"journal":{"name":"Nuclear Medicine Communications","volume":" ","pages":"133-142"},"PeriodicalIF":1.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145401455","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
Multiparametric prediction of pulmonary occupying lesion benignancy: combining 18 F-fluorodeoxyglucose and 18 F-fluorothymidine PET radiomics with metabolic and clinical features. 肺占位性病变良性的多参数预测:18f -氟脱氧葡萄糖和18f -氟胸苷PET放射组学与代谢和临床特征的结合
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-10-30 DOI: 10.1097/MNM.0000000000002072
Xiaoqi Huang, Feng Wei, Denglu Lu, Lilan Qin, Yanyun Deng

Background: This study evaluates the diagnostic value of PET/computed tomography imaging features using dual tracers, 18 F-fluorodeoxyglucose ( 18 F-FDG) and 18 F-fluorothymidine ( 18 F-FLT), combined with metabolic parameters and clinical characteristics, to differentiate benign and malignant pulmonary occupying lesions (POLs).

Methods: This retrospective study included 81 patients with pathologically confirmed POLs (median age = 59, interquartile range 49-69), with tissue obtained by bronchoscopic biopsy, percutaneous transthoracic needle biopsy, or surgical resection. We analyzed 18 F-FDG and 18 F-FLT PET imaging features (geometry, intensity, and texture) alongside clinical data and metabolic parameters to construct a combined prediction model.

Results: The predictive model integrating dual-tracer ( 18 F-FDG and 18 F-FLT) PET radiomics, metabolic parameters, and clinical characteristics demonstrated strong diagnostic performance. Malignant lesions were associated with significantly higher age, 18 F-FLT maximum standardized uptake value (SUVmax), and FLT/FDG SUVmax ratio compared to benign cases (all P  < 0.05). In the test cohort (25 cases: 13 benign, 12 malignant), the radiomics model outperformed the metabolic-clinical model, with area under the receiver operating characteristic curve (AUC) values of 0.962 [95% confidence interval (CI): 0.883-1.000] vs. 0.718 (95% CI: 0.496-0.940). The nomogram combining multimodal features achieved optimal performance (AUC: 0.981; 95% CI: 0.942-1.000), though the upper CI limit (1.000) may reflect high predictive accuracy tempered by small-sample variability. Decision curve analysis confirmed the nomogram's superior clinical net benefit over radiologists' judgment and single-modality models. Calibration curves showed excellent agreement between predicted probabilities and observed outcomes.

Conclusion: The dual-tracer radiomics model significantly enhances the differential diagnosis of benign and malignant pulmonary lesions, with the nomogram offering high clinical application potential.

背景:本研究评价PET/ ct双示踪剂18F-fluorodeoxyglucose (18F-FDG)和18F-fluorothymidine (18F-FLT)结合代谢参数和临床特征对肺占位性病变良恶性鉴别的诊断价值。方法:本回顾性研究纳入了81例病理证实的pol患者(中位年龄59岁,四分位数范围49-69),其组织通过支气管镜活检、经皮经胸穿刺活检或手术切除获得。我们分析了18F-FDG和18F-FLT PET成像特征(几何、强度和纹理)以及临床数据和代谢参数,以构建联合预测模型。结果:结合双示踪剂(18F-FDG和18F-FLT) PET放射组学、代谢参数和临床特征的预测模型显示出较强的诊断性能。与良性病例相比,恶性病变的年龄、18F-FLT最大标准化摄取值(SUVmax)、FLT/FDG SUVmax比值均显著增高(均P)。结论:双示踪放射组学模型可显著提高肺良恶性病变的鉴别诊断,其影像学图具有较高的临床应用潜力。
{"title":"Multiparametric prediction of pulmonary occupying lesion benignancy: combining 18 F-fluorodeoxyglucose and 18 F-fluorothymidine PET radiomics with metabolic and clinical features.","authors":"Xiaoqi Huang, Feng Wei, Denglu Lu, Lilan Qin, Yanyun Deng","doi":"10.1097/MNM.0000000000002072","DOIUrl":"10.1097/MNM.0000000000002072","url":null,"abstract":"<p><strong>Background: </strong>This study evaluates the diagnostic value of PET/computed tomography imaging features using dual tracers, 18 F-fluorodeoxyglucose ( 18 F-FDG) and 18 F-fluorothymidine ( 18 F-FLT), combined with metabolic parameters and clinical characteristics, to differentiate benign and malignant pulmonary occupying lesions (POLs).</p><p><strong>Methods: </strong>This retrospective study included 81 patients with pathologically confirmed POLs (median age = 59, interquartile range 49-69), with tissue obtained by bronchoscopic biopsy, percutaneous transthoracic needle biopsy, or surgical resection. We analyzed 18 F-FDG and 18 F-FLT PET imaging features (geometry, intensity, and texture) alongside clinical data and metabolic parameters to construct a combined prediction model.</p><p><strong>Results: </strong>The predictive model integrating dual-tracer ( 18 F-FDG and 18 F-FLT) PET radiomics, metabolic parameters, and clinical characteristics demonstrated strong diagnostic performance. Malignant lesions were associated with significantly higher age, 18 F-FLT maximum standardized uptake value (SUVmax), and FLT/FDG SUVmax ratio compared to benign cases (all P  < 0.05). In the test cohort (25 cases: 13 benign, 12 malignant), the radiomics model outperformed the metabolic-clinical model, with area under the receiver operating characteristic curve (AUC) values of 0.962 [95% confidence interval (CI): 0.883-1.000] vs. 0.718 (95% CI: 0.496-0.940). The nomogram combining multimodal features achieved optimal performance (AUC: 0.981; 95% CI: 0.942-1.000), though the upper CI limit (1.000) may reflect high predictive accuracy tempered by small-sample variability. Decision curve analysis confirmed the nomogram's superior clinical net benefit over radiologists' judgment and single-modality models. Calibration curves showed excellent agreement between predicted probabilities and observed outcomes.</p><p><strong>Conclusion: </strong>The dual-tracer radiomics model significantly enhances the differential diagnosis of benign and malignant pulmonary lesions, with the nomogram offering high clinical application potential.</p>","PeriodicalId":19708,"journal":{"name":"Nuclear Medicine Communications","volume":" ","pages":"224-238"},"PeriodicalIF":1.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145401494","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
Clinical impact of Yttrium-90 resin microsphere radioembolization-induced hepatic adverse events and associations with predictive dosimetry. 钇-90树脂微球放射栓塞引起的肝脏不良事件的临床影响及其与预测剂量学的关系。
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-01-06 DOI: 10.1097/MNM.0000000000002082
Joanna Rui En Fong, Kaina Chen, Charles Xian Yang Goh, Hian Liang Huang, Kelvin Siu Hoong Loke, Aaron Kian Ti Tong

Objective: Radioembolization-induced liver disease (REILD) is a potentially life-threatening complication that can develop after yttrium-90 (Y-90) radioembolization. Our study determined to find associations between liver toxicity and Y-90 dosimetry.

Methods: We analyzed cases of REILD and isolated hyperbilirubinemia that developed after Y-90 resin microsphere radioembolization for hepatocellular carcinoma with a focus on dosimetric parameters.

Results: Out of a cohort of 413 patients, 12 patients developed REILD, and 17 patients had grade 3 isolated hyperbilirubinemia. All patients in the REILD group were Barcelona-Clinic Liver Cancer (BCLC) stage C, with portal vein thrombosis (PVT) on baseline imaging, and albumin-bilirubin (ALBI) score of 2. More cases of REILD had bilobar radioembolization compared with unilobar treatment. The median absorbed dose to nontumorous liver was 33.0 and 31.8 Gy for REILD and isolated hyperbilirubinemia, respectively. The median overall survival (mOS) for the REILD group was 5.1 months [interquartile range (IQR): 3.4-8.6 months], while mOS for the isolated hyperbilirubinemia group was 4.3 months (IQR: 2.9-5.3 months). Comparing patients with BCLC stage C in the larger database, those who developed REILD had poorer overall survival outcomes.

Conclusion: Our study observed severe liver toxicity at absorbed doses below the recommended dose thresholds to nontumorous liver. ALBI scores greater than or equal to 2 predicted for postprocedural liver toxicities. Further prospective research is suggested to ascertain a safe absorbed dose threshold, incorporating ALBI, PVT status, and bilobar involvement. Caution is warranted when performing bilobar Y-90 radioembolization in ALBI greater than or equal to 2 patients, even at standard doses.

目的:放射栓塞诱导的肝脏疾病(REILD)是一种可能危及生命的并发症,可在钇-90 (Y-90)放射栓塞后发生。我们的研究旨在发现肝毒性与Y-90剂量测定之间的关系。方法:我们分析了Y-90树脂微球放射栓塞治疗肝癌后发生的REILD和孤立性高胆红素血症病例,并重点分析了剂量学参数。结果:在413例患者队列中,12例患者发生REILD, 17例患者发生3级孤立性高胆红素血症。REILD组的所有患者均为巴塞罗那临床肝癌(BCLC) C期,基线成像伴有门静脉血栓形成(PVT),白蛋白-胆红素(ALBI)评分为2分。与单叶治疗相比,双叶放射栓塞治疗REILD的病例更多。REILD和孤立性高胆红素血症对非肿瘤肝脏的中位吸收剂量分别为33.0 Gy和31.8 Gy。REILD组的中位总生存期(mOS)为5.1个月[四分位数间距(IQR): 3.4-8.6个月],而孤立性高胆红素血症组的mOS为4.3个月(IQR: 2.9-5.3个月)。与大型数据库中的BCLC C期患者相比,发生REILD的患者总体生存期较差。结论:我们的研究发现,在吸收剂量低于推荐剂量阈值时,对非肿瘤肝脏有严重的肝毒性。ALBI评分大于或等于2分预测术后肝毒性。进一步的前瞻性研究建议确定一个安全的吸收剂量阈值,包括ALBI、PVT状态和双叶受累情况。在大于或等于2例ALBI患者中进行双叶Y-90放射栓塞时,即使使用标准剂量,也需要谨慎。
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引用次数: 0
Threshold optimization for lesion size in lutetium-177 single-photon emission computed tomography imaging: a phantom-based evaluation. 镥-177单光子发射计算机断层成像中病变大小的阈值优化:基于幻象的评估。
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-11-20 DOI: 10.1097/MNM.0000000000002084
Eda Mutlu, Ahmet Murat Şenişik, Bilal Kovan, Serkan Kuyumcu, Bayram Demir

Background: Accurate lesion volume estimation is essential for reliable voxel-based dosimetry in Lu-177 radionuclide therapy. Conventional fixed-threshold segmentation-particularly the commonly used 40% threshold-can markedly underestimate small lesions due to partial volume effects, leading to substantial errors in quantitative SPECT-based dosimetry.

Purpose: This study systematically evaluated the relationship between lesion size and optimal threshold values in Lu-177 SPECT/CT imaging, quantified deviations introduced by the fixed 40% threshold, and established size-specific adaptive thresholds to improve segmentation and activity recovery accuracy.

Methods: A NEMA IEC body phantom with six spherical inserts (0.52-26.5 cm³) was filled with 20 mCi (740 MBq) Lu-177 at an 8 : 1 lesion-to-background ratio. SPECT/CT data were acquired using 60-90 projections with 10-20 s per frame. Images were reconstructed under 180 parameter combinations varying iterations, subsets, and filters. For each sphere, segmentation was performed using the fixed 40% threshold (40%ThS) and an adaptive, volume-matched threshold (AV%ThS) that reproduced the true physical volume.

Results: Optimal thresholds showed a strong inverse correlation with lesion size, decreasing from ~83% (1.15 cm³) to ~42% (26.5 cm³). The fixed 40% threshold substantially underestimated volumes less than 25 cm³, with quantitative deviations reaching 45% compared to AV%ThS. Best quantitative recovery was achieved with 90 projections × 20 s and OSEM 10 × 10 iterations/subsets with Butterworth filtering (0.45 cycles/cm, order 10).

Conclusion: A single fixed threshold is insufficient for accurate Lu-177 SPECT/CT dosimetry across diverse lesion sizes. Size-adaptive thresholding combined with optimized reconstruction parameters improves lesion delineation, enhances quantitative accuracy, and reduces dosimetric uncertainty in clinical practice.

背景:准确的病灶体积估计是可靠的基于体素的剂量法在铀-177放射性核素治疗中必不可少的。传统的固定阈值分割-特别是常用的40%阈值-由于部分体积效应,可能明显低估小病变,导致定量基于spect的剂量测定存在重大误差。目的:本研究系统评估Lu-177 SPECT/CT成像中病灶大小与最佳阈值之间的关系,量化40%固定阈值带来的偏差,并建立针对大小的自适应阈值,以提高分割和活动恢复的准确性。方法:用20 mCi (740 MBq)的Lu-177以1:8的损伤与背景比填充NEMA IEC体模体,该体模体具有6个球形嵌套(0.52-26.5 cm³)。SPECT/CT数据采集采用60-90次投影,每帧10-20秒。在180种不同迭代、子集和滤波器的参数组合下重建图像。对于每个球体,使用固定的40%阈值(40%ThS)和可复制真实物理体积的自适应体积匹配阈值(AV%ThS)进行分割。结果:最佳阈值与病灶大小呈强负相关,从~83% (1.15 cm³)降至~42% (26.5 cm³)。固定的40%阈值大大低估了小于25 cm³的体积,与AV%ThS相比,定量偏差达到45%。采用Butterworth滤波(0.45 cycles/cm, order 10), 90投影× 20 s和OSEM 10 × 10迭代/子集获得最佳定量回收率。结论:单一的固定阈值不足以在不同病变大小下进行准确的lu177 SPECT/CT剂量测定。自适应阈值与优化的重建参数相结合,可改善病变描绘,提高定量准确性,并减少临床实践中剂量测定的不确定性。
{"title":"Threshold optimization for lesion size in lutetium-177 single-photon emission computed tomography imaging: a phantom-based evaluation.","authors":"Eda Mutlu, Ahmet Murat Şenişik, Bilal Kovan, Serkan Kuyumcu, Bayram Demir","doi":"10.1097/MNM.0000000000002084","DOIUrl":"10.1097/MNM.0000000000002084","url":null,"abstract":"<p><strong>Background: </strong>Accurate lesion volume estimation is essential for reliable voxel-based dosimetry in Lu-177 radionuclide therapy. Conventional fixed-threshold segmentation-particularly the commonly used 40% threshold-can markedly underestimate small lesions due to partial volume effects, leading to substantial errors in quantitative SPECT-based dosimetry.</p><p><strong>Purpose: </strong>This study systematically evaluated the relationship between lesion size and optimal threshold values in Lu-177 SPECT/CT imaging, quantified deviations introduced by the fixed 40% threshold, and established size-specific adaptive thresholds to improve segmentation and activity recovery accuracy.</p><p><strong>Methods: </strong>A NEMA IEC body phantom with six spherical inserts (0.52-26.5 cm³) was filled with 20 mCi (740 MBq) Lu-177 at an 8 : 1 lesion-to-background ratio. SPECT/CT data were acquired using 60-90 projections with 10-20 s per frame. Images were reconstructed under 180 parameter combinations varying iterations, subsets, and filters. For each sphere, segmentation was performed using the fixed 40% threshold (40%ThS) and an adaptive, volume-matched threshold (AV%ThS) that reproduced the true physical volume.</p><p><strong>Results: </strong>Optimal thresholds showed a strong inverse correlation with lesion size, decreasing from ~83% (1.15 cm³) to ~42% (26.5 cm³). The fixed 40% threshold substantially underestimated volumes less than 25 cm³, with quantitative deviations reaching 45% compared to AV%ThS. Best quantitative recovery was achieved with 90 projections × 20 s and OSEM 10 × 10 iterations/subsets with Butterworth filtering (0.45 cycles/cm, order 10).</p><p><strong>Conclusion: </strong>A single fixed threshold is insufficient for accurate Lu-177 SPECT/CT dosimetry across diverse lesion sizes. Size-adaptive thresholding combined with optimized reconstruction parameters improves lesion delineation, enhances quantitative accuracy, and reduces dosimetric uncertainty in clinical practice.</p>","PeriodicalId":19708,"journal":{"name":"Nuclear Medicine Communications","volume":" ","pages":"160-167"},"PeriodicalIF":1.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145557601","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
Independent prognostic value and clinical significance of 18F-fluorodeoxyglucose PET/computed tomography metabolic parameters in predicting overall survival of patients with glioma. 18f -氟脱氧葡萄糖PET/计算机断层扫描代谢参数预测胶质瘤患者总生存的独立预后价值及临床意义
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-01 Epub Date: 2025-01-06 DOI: 10.1097/MNM.0000000000002085
Chen Guo, Yanan Tong, Pinjing Zhang, Xinning Li, Hua Tian, Yuxin Liu

Purpose: To evaluate the predictive value of 18F-fluorodeoxyglucose (18F-FDG) PET/computed tomography (CT) imaging features - including standardized uptake value (SUV), tumor-to-background ratio (TBR), metabolic tumor volume (MTV), and others - for overall survival (OS) in patients with glioma, and to clarify their clinical significance as independent prognostic factors.

Methods: This prospective cohort study enrolled 121 patients with pathologically confirmed glioma between January 2012 and December 2022. All patients underwent 18F-FDG PET/CT within 1 month before surgery. Metabolic parameters, including maximum/mean/minimum SUV (SUVmax, SUVmean, and SUVmin), TBRmax, MTV, and total lesion glycolysis (TLG), were extracted. Kaplan-Meier survival curves were generated, and differences in OS between parameter-stratified groups (high vs. low levels) were compared using log-rank tests. Univariate and multivariate Cox proportional hazards regression models were employed to identify independent prognostic factors for OS.

Results: Survival analysis revealed that high SUVmax, SUVmean, TBRmax, and TLG were significantly associated with reduced OS (log-rank P < 0.05). Multivariate Cox regression demonstrated that WHO grade III [adjusted hazard ratio = 8.99, 95% confidence interval (CI): 3.80-21.06], WHO grade IV (adjusted hazard ratio = 12.97, 95% CI: 5.81-42.00), isocitrate dehydrogenase (IDH) wild-type status (adjusted hazard ratio = 2.03, 95% CI: 1.18-3.51, P = 0.011), high SUVmax (adjusted hazard ratio = 2.66, 95% CI: 1.50-3.76, P = 0.021), and high TBRmax (adjusted hazard ratio = 2.11, 95% CI: 1.24-3.74) were independent risk factors for OS.

Conclusion: SUVmax and TBRmax derived from 18F-FDG PET/CT serve as independent predictors of OS in patients with glioma. When integrated with conventional prognostic markers (e.g. WHO grade and IDH mutation status), these metabolic parameters provide critical insights for risk stratification and personalized therapeutic decision-making.

目的:评价18f -氟脱氧葡萄糖(18F-FDG) PET/ CT成像特征(包括标准化摄取值(SUV)、肿瘤与背景比(TBR)、肿瘤代谢体积(MTV)等)对胶质瘤患者总生存期(OS)的预测价值,并阐明其作为独立预后因素的临床意义。方法:这项前瞻性队列研究纳入了2012年1月至2022年12月期间病理证实的121例胶质瘤患者。所有患者术前1个月内均行18F-FDG PET/CT检查。提取代谢参数,包括最大/平均/最小SUV (SUVmax、SUVmean和SUVmin)、TBRmax、MTV和病灶总糖酵解(TLG)。生成Kaplan-Meier生存曲线,并使用log-rank检验比较参数分层组(高水平与低水平)的OS差异。采用单因素和多因素Cox比例风险回归模型来确定OS的独立预后因素。结果:生存分析显示,高SUVmax、SUVmean、TBRmax和TLG与OS降低显著相关(log-rank P)。结论:18F-FDG PET/CT得出的SUVmax和TBRmax是胶质瘤患者OS的独立预测因子。当与传统的预后标志物(如WHO分级和IDH突变状态)相结合时,这些代谢参数为风险分层和个性化治疗决策提供了重要见解。
{"title":"Independent prognostic value and clinical significance of 18F-fluorodeoxyglucose PET/computed tomography metabolic parameters in predicting overall survival of patients with glioma.","authors":"Chen Guo, Yanan Tong, Pinjing Zhang, Xinning Li, Hua Tian, Yuxin Liu","doi":"10.1097/MNM.0000000000002085","DOIUrl":"https://doi.org/10.1097/MNM.0000000000002085","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the predictive value of 18F-fluorodeoxyglucose (18F-FDG) PET/computed tomography (CT) imaging features - including standardized uptake value (SUV), tumor-to-background ratio (TBR), metabolic tumor volume (MTV), and others - for overall survival (OS) in patients with glioma, and to clarify their clinical significance as independent prognostic factors.</p><p><strong>Methods: </strong>This prospective cohort study enrolled 121 patients with pathologically confirmed glioma between January 2012 and December 2022. All patients underwent 18F-FDG PET/CT within 1 month before surgery. Metabolic parameters, including maximum/mean/minimum SUV (SUVmax, SUVmean, and SUVmin), TBRmax, MTV, and total lesion glycolysis (TLG), were extracted. Kaplan-Meier survival curves were generated, and differences in OS between parameter-stratified groups (high vs. low levels) were compared using log-rank tests. Univariate and multivariate Cox proportional hazards regression models were employed to identify independent prognostic factors for OS.</p><p><strong>Results: </strong>Survival analysis revealed that high SUVmax, SUVmean, TBRmax, and TLG were significantly associated with reduced OS (log-rank P < 0.05). Multivariate Cox regression demonstrated that WHO grade III [adjusted hazard ratio = 8.99, 95% confidence interval (CI): 3.80-21.06], WHO grade IV (adjusted hazard ratio = 12.97, 95% CI: 5.81-42.00), isocitrate dehydrogenase (IDH) wild-type status (adjusted hazard ratio = 2.03, 95% CI: 1.18-3.51, P = 0.011), high SUVmax (adjusted hazard ratio = 2.66, 95% CI: 1.50-3.76, P = 0.021), and high TBRmax (adjusted hazard ratio = 2.11, 95% CI: 1.24-3.74) were independent risk factors for OS.</p><p><strong>Conclusion: </strong>SUVmax and TBRmax derived from 18F-FDG PET/CT serve as independent predictors of OS in patients with glioma. When integrated with conventional prognostic markers (e.g. WHO grade and IDH mutation status), these metabolic parameters provide critical insights for risk stratification and personalized therapeutic decision-making.</p>","PeriodicalId":19708,"journal":{"name":"Nuclear Medicine Communications","volume":"47 2","pages":"206-213"},"PeriodicalIF":1.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145912419","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
Influence of feature aggregation and selection methods on fluorine-18 fluorodeoxyglucose PET radiomics for survival prediction in patients with lymphoma. 特征聚集和选择方法对氟-18氟脱氧葡萄糖PET放射组学预测淋巴瘤患者生存的影响
IF 1.3 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-22 DOI: 10.1097/MNM.0000000000002111
Yu-Hung Chen, Li Min Yong, Yi-Feng Wu, Shu-Hsin Liu, Kun-Han Lue

Objective: To investigate the influence of different feature aggregation and selection methods on the predictive performance of fluorine-18 fluorodeoxyglucose (18F-FDG) PET radiomics in assessing survival outcomes in patients with lymphoma.

Methods: This retrospective analysis included 80 patients with histologically confirmed lymphoma, each presenting with at least three lesions on baseline 18F-FDG PET images. Metabolic tumor volumes were segmented using a standardized uptake value threshold of 4.0. From each lesion, 107 radiomic features were extracted. Of these, 30 features were preselected based on their robustness to variations in tracer uptake time, image reconstruction parameters, and respiratory motion. Six distinct feature aggregation approaches were evaluated in combination with six feature selection methods. Multivariable Cox proportional hazards regression was used to assess the predictive performance of each aggregation-selection strategy for progression-free survival (PFS) and overall survival (OS).

Results: All combinations of feature aggregation and selection methods produced statistically significant prognostic models for PFS and OS, with Harrell's concordance indices (C-index) ranging from 0.582 to 0.668 for PFS and from 0.597 to 0.721 for OS. The best predictive performance was achieved using median value aggregation across all individual lesions combined with feature selection via the least absolute shrinkage and selection operator. Integrating clinical variables with radiomic features further improved predictive performance.

Conclusion: The prognostic value of 18F-FDG PET radiomics remained consistent across different feature aggregation and selection strategies. The establishment of standardized analysis workflows is essential to facilitate its clinical implementation in personalized treatment planning for patients with lymphoma.

目的:探讨不同特征聚集和选择方法对氟-18氟脱氧葡萄糖(18F-FDG) PET放射组学评估淋巴瘤患者生存结局预测性能的影响。方法:本回顾性分析包括80例组织学证实的淋巴瘤患者,每位患者在基线18F-FDG PET图像上至少有三个病变。使用标准摄取值阈值4.0对代谢肿瘤体积进行分割。从每个病变中提取107个放射学特征。其中,基于对示踪剂摄取时间、图像重建参数和呼吸运动变化的鲁棒性,预先选择了30个特征。结合六种特征选择方法,对六种不同的特征聚合方法进行了评价。采用多变量Cox比例风险回归来评估每种聚合选择策略对无进展生存期(PFS)和总生存期(OS)的预测性能。结果:所有特征聚合和选择方法的组合都产生了PFS和OS的具有统计学意义的预后模型,PFS的Harrell’s一致性指数(C-index)在0.582 ~ 0.668之间,OS在0.597 ~ 0.721之间。使用所有单个病变的中值聚合以及通过最小绝对收缩和选择算子进行特征选择,获得了最佳的预测性能。将临床变量与放射学特征相结合进一步提高了预测性能。结论:在不同的特征聚集和选择策略下,18F-FDG PET放射组学的预后价值保持一致。标准化分析工作流程的建立是促进其在淋巴瘤患者个性化治疗计划中的临床实施的必要条件。
{"title":"Influence of feature aggregation and selection methods on fluorine-18 fluorodeoxyglucose PET radiomics for survival prediction in patients with lymphoma.","authors":"Yu-Hung Chen, Li Min Yong, Yi-Feng Wu, Shu-Hsin Liu, Kun-Han Lue","doi":"10.1097/MNM.0000000000002111","DOIUrl":"https://doi.org/10.1097/MNM.0000000000002111","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the influence of different feature aggregation and selection methods on the predictive performance of fluorine-18 fluorodeoxyglucose (18F-FDG) PET radiomics in assessing survival outcomes in patients with lymphoma.</p><p><strong>Methods: </strong>This retrospective analysis included 80 patients with histologically confirmed lymphoma, each presenting with at least three lesions on baseline 18F-FDG PET images. Metabolic tumor volumes were segmented using a standardized uptake value threshold of 4.0. From each lesion, 107 radiomic features were extracted. Of these, 30 features were preselected based on their robustness to variations in tracer uptake time, image reconstruction parameters, and respiratory motion. Six distinct feature aggregation approaches were evaluated in combination with six feature selection methods. Multivariable Cox proportional hazards regression was used to assess the predictive performance of each aggregation-selection strategy for progression-free survival (PFS) and overall survival (OS).</p><p><strong>Results: </strong>All combinations of feature aggregation and selection methods produced statistically significant prognostic models for PFS and OS, with Harrell's concordance indices (C-index) ranging from 0.582 to 0.668 for PFS and from 0.597 to 0.721 for OS. The best predictive performance was achieved using median value aggregation across all individual lesions combined with feature selection via the least absolute shrinkage and selection operator. Integrating clinical variables with radiomic features further improved predictive performance.</p><p><strong>Conclusion: </strong>The prognostic value of 18F-FDG PET radiomics remained consistent across different feature aggregation and selection strategies. The establishment of standardized analysis workflows is essential to facilitate its clinical implementation in personalized treatment planning for patients with lymphoma.</p>","PeriodicalId":19708,"journal":{"name":"Nuclear Medicine Communications","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146019161","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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Nuclear Medicine Communications
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