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Fully automated spleen segmentation predicts progression-free survival in HCC patients following transarterial radioembolization 全自动脾脏分割预测经动脉放射栓塞后HCC患者的无进展生存期
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-17 DOI: 10.1007/s00259-026-07792-8
Lisa Steinhelfer, Friederike Jungmann, Lukas Endroes, Manuel Nickel, Noemi Schweizer, Ursula Ehmer, Bernhard Haller, Robert Walter, Christopher Spaeth, Henrik Einwächter, Jannis Bodden, Karina Knorr, Matthias Eiber, Rickmer Braren
Purpose Transarterial radioembolization (TARE) is a well-established treatment for unresectable hepatocellular carcinoma (HCC), though its effects on non-tumorous tissue remain a concern. In particular, the prognostic relevance of splenic volume changes after TARE is not fully understood. This study aimed to assess imaging-derived markers—specifically splenic volume dynamics—as predictors of disease progression. Methods We retrospectively analyzed laboratory and imaging data from 73 patients with histologically or imaging-confirmed HCC who underwent TARE with Yttrium-90 ( 90 Y) at our institution between January 2012 and September 2022. Inclusion criteria were age ≥ 18 years, availability of baseline and 3-month follow-up imaging, and complete clinical documentation. Patients undergoing liver resection, transplantation, or additional therapies during follow-up were excluded. Results A relative increase in splenic volume at 3 months was the only independent predictor of progression-free survival (PFS), yielding a ROC-AUC of 0.86 (95%-CI: 0.76–0.95). An increase of 18% or more most accurately identified patients with early disease progression (< 12 months) with a sensitivity 0.74 and specificity 0.97, outperforming conventional clinical and laboratory parameters, including two-dimensional craniocaudal spleen measurements. Conclusions Automated splenic volumetry showed superior prognostic value over traditional markers in HCC patients treated with TARE. A post-treatment increase in spleen volume represents an additional, robust, and readily accessible imaging biomarker for early risk stratification and individualized treatment planning.
目的经动脉放射栓塞(TARE)是一种公认的治疗不可切除的肝细胞癌(HCC)的方法,尽管其对非肿瘤组织的影响仍然值得关注。特别是,TARE术后脾体积变化与预后的相关性尚不完全清楚。本研究旨在评估影像学衍生的标志物——特别是脾体积动力学——作为疾病进展的预测因子。方法回顾性分析我院2012年1月至2022年9月期间73例经组织学或影像学证实的HCC患者的实验室和影像学资料,这些患者接受了90钇(90y) TARE治疗。纳入标准为年龄≥18岁,基线和3个月随访影像的可用性,以及完整的临床文献。在随访期间接受肝切除、移植或其他治疗的患者被排除在外。结果3个月时脾脏体积的相对增加是无进展生存期(PFS)的唯一独立预测因子,ROC-AUC为0.86 (95% ci: 0.76-0.95)。最准确地识别早期疾病进展(12个月)的患者增加了18%或更多,敏感性为0.74,特异性为0.97,优于传统的临床和实验室参数,包括二维颅趾脾脏测量。结论在肝细胞癌患者经TARE治疗后,自动脾容量测定比传统指标具有更好的预后价值。治疗后脾脏体积的增加为早期风险分层和个体化治疗计划提供了一个额外的、可靠的、容易获得的成像生物标志物。
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引用次数: 0
Efficacy and evaluation of dose-response relationship of selective internal radiation therapy for the management of liver metastases in neuroendocrine neoplasia 选择性内放疗治疗神经内分泌肿瘤肝转移的疗效及量效关系评价
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-17 DOI: 10.1007/s00259-026-07762-0
Qasim Ahmed, Nikolaos Doumanoglou, Joanne Evans, Maria Martinez, Caroline Ward, Hooshang Izadi, Florian Wernig, Mark Bray-Parry, Kuldip Nijran, Laura Perry, Neva Patel, Chloe Bowen, Ali Alsafi, Rob Thomas, Tahir Shah, Priten Khagram, Paul Tait, Rohini Sharma
Purpose The liver is the commonest site of metastases in neuroendocrine neoplasias (NENs) and is an independent predictor of poor outcome. Selective internal radiation therapy (SIRT) allows selective delivery of high dose radiation to liver tumours and has shown promise in the management of NENs. We determined the safety and efficacy of SIRT for inoperable liver metastases secondary to NENs. Dose-response and dose-toxicity relationship were assessed. Methods A prospective, multicentre, phase 2 study was conducted. Primary outcomes were objective response rate (ORR) in the treated liver volume according to RECIST 1.1 and mRECIST criteria, incidence and severity of adverse events (AEs) at 6 months. Secondary outcomes were hepatic specific progression free survival, PFS, overall survival (OS), change in quality of life (QoL). Tumour dose-response relationship was derived retrospectively from post therapy yttrium-90 bremsstrahlung single photon emission computed tomography/CT for both the tumour and perfused normal liver. Results 21 patients were analysed; majority had grade 2 NEN (67%) and were heavily pretreated, 76% having received prior systemic therapy including peptide receptor radiotherapy (33%). ORR by RECIST 1.1 and mRECIST were 14% and 45%, respectively. Median hepatic specific PFS, PFS and OS were 48.1, 13.3 and 49.9 months respectively. Only 3 patients experienced grade 3 AEs; 2 radiation-induced liver disease that resolved without sequelae and one arterial plug migration. No significant deterioration in QoL was observed following SIRT. Dosimetry analysis found a clear tumour dose/response relationship for 3-month ORR. Mean tumour dose in responders was 372 Gy versus 173 Gy in non-responders ( p < 0.001). We identified a threshold tumour absorbed dose of 164 Gy for PFS 48.1months compared to 8.8months (HR 0.2, 95%CI 0.05–0.96. p = 0.03). Conclusion In a prospective study of heavily pretreated patients, we have demonstrated clinical efficacy of SIRT for the management of liver metastases secondary to NENs. A tumour dose-response relationship was demonstrated and a threshold tumour dose for survival outcome. This work lends prospective evidence for personalised dosimetry in NENs.
目的:肝脏是神经内分泌肿瘤(NENs)最常见的转移部位,是预后不良的独立预测因子。选择性内放射治疗(SIRT)允许选择性地向肝脏肿瘤提供高剂量辐射,并在NENs的治疗中显示出希望。我们确定了SIRT治疗NENs继发无法手术的肝转移的安全性和有效性。评估剂量-反应和剂量-毒性关系。方法采用前瞻性、多中心、2期研究。主要结局是根据RECIST 1.1和mRECIST标准治疗肝体积的客观缓解率(ORR), 6个月时不良事件(ae)的发生率和严重程度。次要结局是肝脏特异性无进展生存期、PFS、总生存期(OS)、生活质量变化(QoL)。通过对肿瘤和灌注正常肝脏治疗后的钇-90轫致辐射单光子发射计算机断层扫描/CT,回顾性地推导了肿瘤的剂量-反应关系。结果分析21例患者;大多数患者为2级NEN(67%),并且进行了大量预处理,76%的患者先前接受过包括肽受体放疗(33%)在内的全身治疗。RECIST 1.1和mRECIST的ORR分别为14%和45%。中位肝脏特异性PFS、PFS和OS分别为48.1个月、13.3个月和49.9个月。只有3例患者出现3级ae;2例放射性肝脏疾病,无后遗症,1例动脉塞移位。SIRT后生活质量未见明显恶化。剂量学分析发现3个月ORR的肿瘤剂量/反应明显相关。应答者的平均肿瘤剂量为372 Gy,而无应答者为173 Gy (p < 0.001)。我们发现PFS 48.1个月的阈值肿瘤吸收剂量为164 Gy,而PFS为8.8个月(HR 0.2, 95%CI 0.05-0.96)。P = 0.03)。结论:在一项对大量预处理患者的前瞻性研究中,我们证明了SIRT治疗NENs继发肝转移的临床疗效。肿瘤剂量-反应关系被证实,并且肿瘤阈值剂量对生存结果有影响。这项工作为NENs的个性化剂量测定提供了前瞻性证据。
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引用次数: 0
Time-robust myocardial [68Ga]Ga-FAPI PET biomarker reflects aortic stenosis severity and predicts post-TAVI outcomes. 时间稳健心肌[68Ga]Ga-FAPI PET生物标志物反映主动脉狭窄严重程度并预测tavi后预后。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-16 DOI: 10.1007/s00259-026-07815-4
Song Xue, Qianling Ye, Aleksa Lazarević, Kevin Hamzaraj, Patrick Binder, Christian Nitsche, Attila Kiss, Bruno K Podesser, Marcus Hacker, Xiang Li, Raffaella Calabretta

Background: Aortic stenosis (AS) induces myocardial remodeling and fibroblast activation, yet modifiable biomarkers capable of capturing active fibrogenesis and predicting post-transcatheter aortic valve implantation (TAVI) recovery are currently scarce. Fibroblast activation protein (FAP)-targeted PET serves as a noninvasive tool to visualize activated fibroblasts in vivo. We evaluated a time-robust, blood-pool-normalized myocardial [68Ga]Ga-FAPI PET imaging biomarker that reflects AS burden and predicts outcomes after TAVI.

Methods: Nineteen patients with severe symptomatic AS underwent [68Ga]Ga-FAPI-04 PET/CT at 60, 70, and 120 min. Using an in-house semi-automatic pipeline, the left ventricular (LV) myocardium was segmented, and regions of elevated fibroblast activity (EFM) were delineated using a blood-pool-anchored, time-point-specific threshold. We quantified myocardial SUVmean, blood-pool SUVmean, and a normalized myocardium-to-blood index, TBR(EFM), and assessed associations with N-terminal pro-brain natriuretic peptide (NT-proBNP) and left-ventricular ejection fraction (LVEF). One-year outcomes (n = 11) were assessed using a predefined composite clinical response.

Results: Blood-pool SUVmean declined from 60 to 120 min, whereas myocardial SUVmean decreased less, yielding stable TBR(EFM) across time points (60/70/120 min: 2.2 ± 0.8, 2.1 ± 0.9, 2.3 ± 0.9; ANOVA p = 0.596). By contrast, myocardial SUVmean fell from 3.8 ± 0.7 (60 min) to 2.1 ± 0.9 (120 min; p < 0.001). TBR(EFM) correlated with NT-proBNP at all time-points (60 min r = 0.65, p = 0.007; 120 min r = 0.72, p = 0.003), whereas SUVmean did not (60 min p = 0.576; 120 min p = 0.109). Baseline TBR(EFM) was significantly lower in one-year responders than non-responders (1.7 ± 0.2 vs. 2.9 ± 0.9; p = 0.013), with separation present at each time point (p < 0.05). Higher baseline TBR(EFM) associated with lower reductions in NT-proBNP at one year (p < 0.05).

Conclusions: Myocardial [68Ga]Ga-FAPI TBR may provide a time-robust index of active fibroblast signaling that relates to myocardial hemodynamic stress and stratifies one-year clinical response after TAVI. A single 60-minute acquisition with TBR quantification may be sufficient for myocardial [68Ga]Ga-FAPI assessment. These hypothesis-generating findings require validation in larger, multicenter cohorts.

背景:主动脉瓣狭窄(AS)可诱导心肌重塑和成纤维细胞活化,但目前缺乏能够捕捉活跃纤维生成和预测经导管主动脉瓣植入(TAVI)后恢复的可修改的生物标志物。成纤维细胞活化蛋白(FAP)靶向PET是一种无创工具,可用于观察体内活化的成纤维细胞。我们评估了一种时间稳健、血池归一化心肌[68Ga]Ga-FAPI PET成像生物标志物,该标志物反映AS负担并预测TAVI后的预后。方法:19例有严重症状的AS患者分别于60,70,120 min行[68Ga]Ga-FAPI-04 PET/CT检查。使用内部半自动管道,左心室(LV)心肌被分割,并使用血池锚定的时间点特异性阈值描绘成纤维细胞活性升高的区域。我们量化了心肌SUVmean、血池SUVmean和标准化心肌-血指数TBR(EFM),并评估了与n端脑利钠肽前体(NT-proBNP)和左心室射血分数(LVEF)的关系。使用预先确定的综合临床反应评估1年预后(n = 11)。结果:血池SUVmean从60 ~ 120 min下降,而心肌SUVmean下降较小,各时间点TBR(EFM)稳定(60/70/120 min: 2.2±0.8,2.1±0.9,2.3±0.9;方差分析p = 0.596)。相比之下,心肌SUVmean从3.8±0.7 (60 min)下降到2.1±0.9 (120 min), p平均值没有下降(60 min p = 0.576; 120 min p = 0.109)。1年应答者的基线TBR(EFM)显著低于无应答者(1.7±0.2 vs. 2.9±0.9;p = 0.013),且在每个时间点均存在分离(p)。结论:心肌[68Ga]Ga-FAPI TBR可能提供与心肌血流动力学应激相关的活性成纤维细胞信号的时间稳稳性指标,并对TAVI后1年的临床反应进行分层。单个60分钟的TBR定量采集可能足以用于心肌[68Ga]Ga-FAPI评估。这些产生假设的发现需要在更大的、多中心的队列中进行验证。
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引用次数: 0
Peptide receptor radionuclide therapy in neuroendocrine tumours: advances, combination strategies, and future directions. 肽受体放射性核素治疗神经内分泌肿瘤:进展,联合策略和未来方向。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-14 DOI: 10.1007/s00259-025-07750-w
Irene J Virgolini, Gianpaolo Di Santo, Giulia Santo

Peptide receptor radionuclide therapy (PRRT) has established itself as a pivotal component in the management of advanced, somatostatin receptor (SSTR)-positive neuroendocrine tumours (NETs). The NETTER-1 phase III trial demonstrated that [177Lu]Lu-DOTATATE significantly prolongs progression-free survival (PFS) and improves quality of life in patients with midgut NETs refractory to somatostatin analogues, leading to regulatory approval by both EMA (2017) and FDA (2018). The recent NETTER-2 phase III trial further extended these findings by supporting the first-line use of PRRT in Grade 2 and 3 gastroentero-pancreatic (GEP)-NETs (Ki-67 ≥ 10 ≤ 55%). Beyond standard β-emitting therapy, several developments are reshaping the field: the clinical adoption of SSTR antagonists such as radiolabelled JR-11 and LM3, targeted α-particle-emitting therapies (225Ac, 212Pb, 213Bi) for resistant disease, and rational combination strategies with chemotherapy, DNA-repair inhibitors, and immunotherapy. Parallel innovation in radiopharmaceutical chemistry has yielded new peptide ligands, including cholecystokinin-2 receptor (CCK2R)-targeted compounds such as DOTA-MGS5, which show promise for rare NETs such as medullary thyroid carcinoma (MTC) and small-cell lung cancer (SCLC). This review summarises clinical evidence, translational advances, and future perspectives for PRRT as a cornerstone of precision nuclear oncology. Emphasis is placed on expanding indications, integrating α-emitters, improving safety and dosimetry, and developing novel theragnostic ligands that enable personalised treatment strategies for NETs patients.

肽受体放射性核素治疗(PRRT)已成为晚期生长抑素受体(SSTR)阳性神经内分泌肿瘤(NETs)治疗的关键组成部分。NETTER-1 III期试验表明,[177Lu]Lu-DOTATATE可显著延长对生长抑素类似物难治的中肠NETs患者的无进展生存期(PFS)并改善生活质量,从而获得EMA(2017)和FDA(2018)的监管批准。最近的net -2 III期试验进一步扩展了这些发现,支持在2级和3级胃肠胰腺(GEP)-NETs (Ki-67≥10≤55%)中一线使用PRRT。除了标准的β释放疗法,一些发展正在重塑该领域:临床采用SSTR拮抗剂,如放射标记的JR-11和LM3,靶向α-颗粒释放疗法(225Ac, 212Pb, 213Bi)治疗耐药疾病,以及与化疗,dna修复抑制剂和免疫疗法的合理联合策略。放射性药物化学的平行创新已经产生了新的肽配体,包括以胆囊收缩素-2受体(CCK2R)为靶点的化合物,如DOTA-MGS5,它有望治疗罕见的NETs,如甲状腺髓样癌(MTC)和小细胞肺癌(SCLC)。本文综述了PRRT作为精确核肿瘤学基础的临床证据、转化进展和未来前景。重点是扩大适应症,整合α-发射体,改善安全性和剂量学,以及开发新的治疗配体,为NETs患者提供个性化治疗策略。
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引用次数: 0
Current and future perspectives of molecular breast imaging with [99mTc]Tc-Sestamibi: An IAEA international expert panel. [99mTc]Tc-Sestamibi分子乳腺成像的现状和未来展望:国际原子能机构国际专家小组。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-14 DOI: 10.1007/s00259-026-07784-8
Angela Collarino, Giusi Pisano, Carrie B Hruska, Giorgia Garganese, Amy M Fowler, Anita Florit, Gaiane M Rauch, Francesco Giammarile, Renato A Valdés Olmos, Daniela Di Giuda, Lenka M Pereira Arias-Bouda, Luigi Mansi
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引用次数: 0
Hemoglobin levels and myocardial blood flow in patients undergoing positron emission tomography. 接受正电子发射断层扫描患者的血红蛋白水平和心肌血流。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-14 DOI: 10.1007/s00259-026-07805-6
Ahmed Sayed, Mahmoud Al Rifai, Maria Alwan, Ahmad El Yaman, Mouaz Al-Mallah
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引用次数: 0
Glypican-3-targeted immunoPET imaging of hepatocellular carcinoma: a translational study. glypican -3靶向肝细胞癌的免疫pet成像:一项转化研究。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-14 DOI: 10.1007/s00259-025-07739-5
Zhaoguo Lin, Wenzhu Hu, Mengting Li, Zhidi Pan, Yuan Feng, Xiao Zhang, Biao Yang, Yongkang Gai, Dawei Jiang, Jianwei Zhu, Xiong Cai, Xiaoli Lan

Purpose: Accurate diagnosis of hepatocellular carcinoma (HCC) remains a clinical challenge. Glypican-3 (GPC3) is highly expressed in HCC but not in normal liver tissue, making it a promising target for PET-based molecular imaging, which may complement existing approaches for HCC diagnosis. In this study, we developed a new GPC3-targeted immunoPET radiotracer for noninvasive visualization of GPC3 expression and conducted a first-in-human, proof-of-concept evaluation in patients with HCC to assess its clinical feasibility.

Methods: An anti-GPC3 antigen-binding fragment (Fab) was generated under Good Manufacturing Practice conditions and labeled with Gallium-68 (68Ga) to obtain [68Ga]Ga-aGPC3-Fab. In vitro assays, small-animal PET/CT scans, and ex vivo biodistribution experiments were conducted to examine its GPC3 targeting ability. Five patients with radiologically suspected or diagnosed HCC were enrolled in a pilot clinical study and underwent [68Ga]Ga-aGPC3-Fab PET imaging. Radiotracer uptake in tumor and non-tumor tissues was quantitatively analyzed.

Results: [68Ga]Ga-aGPC3-Fab was synthesized with high radiochemical purity and demonstrated strong affinity and efficient internalization in GPC3-positive cells. It enabled clear tumor visualization in both subcutaneous and orthotopic GPC3-positive HCC mouse models. All five patients tolerated the PET procedure well, with no adverse effects. [68Ga]Ga-aGPC3-Fab successfully detected intrahepatic metastases approximately 1 cm in diameter with high imaging contrast, including lesions that missed on magnetic resonance imaging.

Conclusion: [68Ga]Ga-aGPC3-Fab demonstrated a favorable safety profile and enabled effective visualization of GPC3-positive lesions. It may serve as a complementary approach to conventional imaging to improve the diagnostic accuracy of HCC.

Clinical trial registration: ClinicalTrials.gov, NCT06383520. Registered on April 25, 2024 ( https://clinicaltrials.gov/study/NCT06383520 ).

目的:准确诊断肝细胞癌(HCC)仍然是一个临床挑战。Glypican-3 (GPC3)在HCC中高表达,但在正常肝组织中不表达,使其成为基于pet的分子成像的有希望的靶点,可能补充现有的HCC诊断方法。在这项研究中,我们开发了一种新的GPC3靶向免疫pet放射示踪剂,用于无创可视化GPC3表达,并在HCC患者中进行了首次人体概念验证评估,以评估其临床可行性。方法:在gmp条件下生成抗gpc3抗原结合片段(Fab),用镓-68 (68Ga)标记得到[68Ga]Ga-aGPC3-Fab。通过体外实验、小动物PET/CT扫描和离体生物分布实验检测其GPC3靶向能力。5例放射学怀疑或诊断为HCC的患者入选了一项试点临床研究,并接受了[68Ga]Ga-aGPC3-Fab PET成像。定量分析肿瘤组织和非肿瘤组织对放射性示踪剂的摄取情况。结果:合成的[68Ga]Ga-aGPC3-Fab具有较高的放射化学纯度,在gpc3阳性细胞中表现出较强的亲和力和高效的内化。在皮下和原位gpc3阳性HCC小鼠模型中,它都能清晰地显示肿瘤。所有5例患者都能很好地耐受PET手术,没有不良反应。[68Ga]Ga-aGPC3-Fab成功检测到直径约为1cm的肝内转移瘤,成像对比度高,包括磁共振成像未发现的病变。结论:[68Ga]Ga-aGPC3-Fab具有良好的安全性,能够有效地显示gpc3阳性病变。它可以作为常规影像学的补充,以提高HCC的诊断准确性。临床试验注册:ClinicalTrials.gov, NCT06383520。2024年4月25日注册(https://clinicaltrials.gov/study/NCT06383520)。
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引用次数: 0
A Lesion-adaptive Segmentation Approach for Tumor Delineation on FDG PET/CT in Diffuse Large B-cell Lymphoma Patients. 弥漫性大b细胞淋巴瘤患者FDG PET/CT的病灶自适应分割方法
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-14 DOI: 10.1007/s00259-026-07768-8
Gerben J C Zwezerijnen, Martijn W Heymans, Danielle van Assema, Michael D A van Elk, Jakoba J Eertink, Patricia C Spa, Sanne E Wiegers, Pieternella J Lugtenburg, Yvonne W S Jauw, Otto S Hoekstra, Josée M Zijlstra, Ronald Boellaard

Purpose: SUV4.0-based thresholding is widely used for baseline [¹⁸F]FDG PET-based metabolic tumor volume (MTV) assessment in diffuse large B-cell lymphoma (DLBCL), but its suitability at interim and end-of-treatment (EoT) PET, when residual uptake is heterogeneous and tumor-to-background contrast is lower, is uncertain. We aimed to define a lesion-adaptive decision rule approach for selecting the optimal segmentation method based on lesion-level features and treatment phase and, exploratorily, to compare its performance with ML-based selection models.

Methods: A total of 598 lesions from 33 DLBCL patients (HOVON-84 trial) were segmented at baseline, interim, and EoT [¹⁸F]FDG PET/CT using six semi-automated methods: SUV2.5, SUV4.0, 41%max, A50peak, MV2, and MV3. Segmentation quality was independently rated for each lesion by two observers (scale 1-5; 3 = preferred), with adjudication by a third reviewer. The influence of lesional SUVpeak, tumor-to-background ratio (TBRpeak), background uptake (SUVbg), treatment phase, and location on segmentation quality was assessed. Over six million rule-based combinations of key features were evaluated to derive a lesion-adaptive decision rule for preferred method selection. Exploratorily, ML classifiers were trained and compared with the decision-rule strategy.

Results: Segmentation quality varied across lesions and methods. SUVpeak, TBRpeak, and SUVbg were key predictors of method performance. The final lesion-adaptive rule, applying SUV4.0 if SUVpeak > 8, MV3 if SUVbg > 0.8, and otherwise MV2, achieved a lesion-wise accuracy of 0.82 for preferred method selection, matching the best-performing ML models. Versus SUV4.0 alone (benchmark), the Decision Rule improved lesion-level MTV agreement with the reference (ρ = 0.85 vs. 0.82 vs. best ML ρ = 0.81) and reduced the proportion of lesions with > 10% MTV deviation (46.2% vs. 63.5%; best ML 50.2%). Total-MTV agreements with the reference were uniformly high across all strategies (all ρ ≥ 0.94), with modest gains for the decision rule at interim and EoT PET.

Conclusion: A straightforward decision-rule approach using SUVpeak and SUVbg successfully selects the preferred method for individual DLBCL lesions across treatment phases and matches ML performance with greater simplicity and clinical applicability. Although supervision remains necessary, this approach helps address the current gap in segmentation methodology for interim and EoT PET, where SUV4.0 may not always be appropriate.

目的:suv4.0阈值法被广泛用于弥漫性大b细胞淋巴瘤(DLBCL)基于FDG PET的代谢肿瘤体积(MTV)基线评估[¹⁸F],但其在治疗中期和治疗结束时(EoT) PET的适用性尚不确定,当残余摄取不均匀且肿瘤与背景对比较低时。我们旨在定义一种基于病变水平特征和治疗阶段选择最佳分割方法的病变自适应决策规则方法,并探索性地将其与基于ml的选择模型的性能进行比较。方法:采用6种半自动方法:SUV2.5、SUV4.0、41%max、A50peak、MV2和MV3,对33例DLBCL患者(HOVON-84试验)598个病灶进行基线、中期和EoT[¹⁸F]FDG PET/CT分割。每个病变的分割质量由两名观察者独立评定(评分为1-5;3 =首选),由第三名评论者评判。评估病灶SUVpeak、tumor-to-background ratio (TBRpeak)、background uptake (SUVbg)、治疗阶段和位置对分割质量的影响。对超过600万个基于规则的关键特征组合进行了评估,以获得用于首选方法选择的自适应决策规则。探索性地训练了机器学习分类器,并与决策规则策略进行了比较。结果:不同病变和方法的分割质量不同。SUVpeak、TBRpeak和SUVbg是方法性能的关键预测因子。最终的病变自适应规则,如果SUVpeak >为8,则应用SUV4.0,如果SUVbg >为0.8,则应用MV3,否则使用MV2,对于首选方法选择,实现了0.82的病变相关精度,与最佳表现的ML模型相匹配。与单独的SUV4.0(基准)相比,决策规则提高了病变水平MTV与参考的一致性(ρ = 0.85 vs. 0.82 vs.最佳ML ρ = 0.81),并减少了bbb10 % MTV偏差的病变比例(46.2% vs. 63.5%;最佳ML 50.2%)。在所有策略中,与参考的总体mtv一致性一致(均ρ≥0.94),在中期和EoT PET的决策规则中略有增加。结论:使用SUVpeak和SUVbg的直接决策规则方法成功地选择了跨治疗阶段的单个DLBCL病变的首选方法,并且更简单和临床适用性匹配ML性能。尽管监管仍然是必要的,但这种方法有助于解决目前在临时和EoT PET细分方法上的差距,在这些领域,SUV4.0可能并不总是合适的。
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引用次数: 0
Effects of stress on myocardial perfusion and left ventricular synchrony in patients undergoing left bundle branch area pacing. 应激对左束支区起搏患者心肌灌注和左室同步的影响。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-13 DOI: 10.1007/s00259-026-07801-w
Zijun Zhao, Miao Liu, Yushi Luo, Jie Li, Saifullah Syed, Wen Yang, Xiujuan Zhou, Qijun Shan, Zhongqiang Zhao, Zhixin Jiang
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引用次数: 0
Addition of quantitative imaging parameters to visual analysis improves the accuracy of PSMA PET/CT for the local staging of primary prostate cancer. 在视觉分析中加入定量成像参数,提高了PSMA PET/CT对原发性前列腺癌局部分期的准确性。
IF 7.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-13 DOI: 10.1007/s00259-025-07757-3
Maarten L Donswijk, Rosemarijn H Ettema, Maurits Wondergem, Zing Cheung, Henk G van der Poel, Daniela E Oprea-Lager, André N Vis

Purpose: Prostate-specific membrane antigen (PSMA) PET/CT is recognized as the most accurate imaging modality for staging of patients with intermediate and high-risk prostate cancer (PCa). PSMA PET/CT has also shown potential in the local (T) staging of primary PCa. The purpose of this study was to explore the value of quantitative PSMA PET/CT parameters in addition to the standard visual assessment for local T-stage classification in a large single-center retrospective cohort.

Methods: Sequential intermediate- and high-risk primary PCa patients who underwent staging PSMA PET/CT prior to robot-assisted radical prostatectomy were included. Visual assessment of T-stage (miT-stage) was performed alongside quantitative analysis of PSMA PET/CT parameters, including SUVmax, SUVpeak, tumor volume (PSMA-vol), total lesion PSMA expression (PSMA-TL), and tumor longest capsule contact (LCC). The pathological tumor stage derived from radical prostatectomy specimens served as the reference standard. Univariable and multivariable logistic regression analyses were performed to develop clinical risk models for predicting pT3-stage disease.

Results: A total of 223 evaluable patients with PSMA-positive primary PCa were included. Univariable analyses of individual imaging parameters yielded AUCs of 0.53-0.63 for pT3a, 0.64-0.74 for ≥ pT3b, and 0.59-0.69 for overall ≥ pT3-stage. In multivariable analyses, LCC was the sole independent predictor for pT3a stage; miT-stage, LCC, and PSMA-vol were independent predictors for ≥ pT3b-stage; and LCC together with PSMA-vol were independent predictors for overall ≥ pT3-stage. Clinical risk models incorporating these predictors achieved AUCs of 0.62 for pT3a, 0.79 for ≥ pT3b, and 0.70 for ≥ pT3-stage.

Conclusion: Quantitative parameters derived from PSMA PET/CT scans provide additional diagnostic accuracy for detecting extraprostatic tumor extension, particularly for ≥ pT3b-stage disease, outperforming visual assessment (miT-stage) alone.

目的:前列腺特异性膜抗原(PSMA) PET/CT被认为是中高危前列腺癌(PCa)患者分期最准确的成像方式。PSMA PET/CT在原发性PCa的局部(T)分期中也显示出潜力。本研究的目的是在一个大型单中心回顾性队列中,除了标准的视觉评估外,探讨定量PSMA PET/CT参数对局部t期分类的价值。方法:序贯中高危原发性前列腺癌患者在机器人辅助根治性前列腺切除术前接受分期PSMA PET/CT检查。t分期(mit分期)进行视觉评估,同时定量分析PSMA PET/CT参数,包括SUVmax、SUVpeak、肿瘤体积(PSMA-vol)、病变总PSMA表达(PSMA- tl)和肿瘤最长包膜接触(LCC)。以根治性前列腺切除术标本得出的肿瘤病理分期作为参考标准。采用单变量和多变量logistic回归分析,建立预测pt3期疾病的临床风险模型。结果:共纳入223例可评估的psma阳性原发性PCa患者。单个影像学参数的单变量分析显示,pT3a的auc为0.53-0.63,≥pT3b的auc为0.64-0.74,≥pt3期的auc为0.59-0.69。在多变量分析中,LCC是pT3a期的唯一独立预测因子;mit分期、LCC和PSMA-vol是≥pt3b分期的独立预测因子;LCC和PSMA-vol是总体≥p3期的独立预测因子。纳入这些预测因子的临床风险模型,pT3a期auc为0.62,≥pT3b期auc为0.79,≥pt3期auc为0.70。结论:来自PSMA PET/CT扫描的定量参数为检测前列腺外肿瘤扩展提供了额外的诊断准确性,特别是对于≥pt3b期的疾病,优于单独的视觉评估(mit期)。
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引用次数: 0
期刊
European Journal of Nuclear Medicine and Molecular Imaging
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