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Value of [18F]AlF-NOTA-FAPI-04 PET/CT for predicting pathological response and survival in patients with locally advanced pancreatic ductal adenocarcinoma receiving neoadjuvant chemotherapy [18F]AlF-NOTA-FAPI-04 PET/CT对局部晚期胰管腺癌接受新辅助化疗患者病理反应和生存的预测价值
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-17 DOI: 10.1007/s00259-025-07084-7
Yafei Zhang, Mimi Xu, Yu Wang, Fang Yu, Xinxin Chen, Guangfa Wang, Kui Zhao, Hong Yang, Xinhui Su

Objectives

This study aimed to evaluate the predictive value of [18F]AlF-NOTA-FAPI-04 PET/CT for pathological response to neoadjuvant chemotherapy (NCT) and prognosis in patients with locally advanced pancreatic ductal adenocarcinoma (LAPDAC).

Methods

This study included 34 patients with histopathologically and radiologically confirmed LAPDAC who received [18F]AlF-NOTA-FAPI-04 PET/CT scans before NCT. After 4–6 cycles of NCT, these patients underwent radical resection. Pathological response to NCT was assessed by pathological tumor regression grades (TRG) based on the Evans system. PET/CT parameters were evaluated for their association with TRG, recurrence-free survival (RFS) and overall survival (OS) after NCT, including the maximum standardized uptake value (SUVmax), FAPI-avid tumor volume (FTV), total lesion FAP expression (TLF) of primary tumor, total FAPI-avid pancreatic volume (FPV) and total pancreatic FAP expression (TPF) of total pancreas.

Results

Of 34 patients with LAPDAC, 14 patients had a pathologic good response (PGR, Evans III-IV), and 20 patients had a pathologic poor response (PPR, Evans I-II). Both the primary tumor SUVmax, FTV and TLF, and total pancreas FPV and TPF in the PGR groups were significantly lower than those in the PPR groups. Furthermore, SUVmax and TLF were higher in poorly differentiated LAPDAC than in well-moderately differentiated neoplasms. The FTV, TLF, FPV and TPF were closely associated with RFS and OS. On multivariate analysis, patients with FTV > 54.21 and TLF > 290.21 had a worse RFS and OS, respectively (HR = 3.24, P = 0.014 and HR = 3.35, P = 0.019) and OS (HR = 7.35, P = 0.002 and HR = 7.09, P = 0.004) in LAPDAC after NCT.

Conclusions

The parameters of [18F]AlF-NOTA-FAPI-04 PET/CT had the excellent performance for predicting pathologic TRG after NCT in LAPDAC. FTV and TLF were independent postoperative prognostic factors for RFS and OS for LAPDAC.

目的评价[18F]AlF-NOTA-FAPI-04 PET/CT对局部晚期胰管腺癌(LAPDAC)患者新辅助化疗(NCT)病理反应及预后的预测价值。方法本研究纳入34例经组织病理学和影像学证实的LAPDAC患者,并在NCT前接受[18F]AlF-NOTA-FAPI-04 PET/CT扫描。在4-6个NCT周期后,这些患者接受根治性切除术。采用基于Evans系统的病理肿瘤消退分级(TRG)评估NCT的病理反应。评估PET/CT参数与NCT后TRG、无复发生存期(RFS)和总生存期(OS)的相关性,包括原发肿瘤最大标准化摄取值(SUVmax)、FAPI-avid肿瘤体积(FTV)、病灶总FAP表达量(TLF)、全胰腺总FAPI-avid胰腺体积(FPV)和总胰腺FAP表达量(TPF)。结果34例LAPDAC患者中,14例病理良好反应(PGR, Evans III-IV), 20例病理不良反应(PPR, Evans I-II)。PGR组原发肿瘤SUVmax、FTV、TLF及胰腺总FPV、TPF均显著低于PPR组。此外,SUVmax和TLF在低分化的LAPDAC中高于中分化的肿瘤。FTV、TLF、FPV和TPF与RFS和OS密切相关。多因素分析显示,FTV >; 54.21和TLF >; 290.21患者NCT后LAPDAC的RFS和OS分别较差(HR = 3.24, P = 0.014和HR = 3.35, P = 0.019)和OS (HR = 7.35, P = 0.002和HR = 7.09, P = 0.004)。结论[18F]AlF-NOTA-FAPI-04 PET/CT参数对预测LAPDAC术后病理TRG有较好的效果。FTV和TLF是影响RFS和OS的独立预后因素。
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引用次数: 0
Can PSMA PET detect intratumour heterogeneity in histological PSMA expression of primary prostate cancer? Analysis of [68Ga]Ga-PSMA-11 and [18F]PSMA-1007 PSMA PET能否检测原发性前列腺癌组织中PSMA表达的肿瘤内异质性?[68Ga]Ga-PSMA-11和[18F]PSMA-1007的分析
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-17 DOI: 10.1007/s00259-025-07078-5
Philipp Moritz Adrian Waibel, Ievgen Glavynskyi, Tobias Fechter, Michael Mix, Felix Kind, August Sigle, Cordula Annette Jilg, Christian Gratzke, Martin Werner, Oliver Schilling, Peter Bronsert, Martin Thomas Freitag, Constantinos Zamboglou, Anca-Ligia Grosu, Simon Konrad Benedikt Spohn

Purpose

Prostate-specific membrane-antigen positron emission tomography (PSMA PET) is a promising candidate for non-invasive characterization of prostate cancer (PCa). This study evaluated whether PET with tracers [68Ga]Ga-PSMA-11 or [18F]PSMA-1007 is capable to depict intratumour heterogeneity of histological PSMA expression.

Methods

Thirty-five patients with biopsy-proven primary PCa without evidence of metastatic disease nor prior interventions were prospectively enrolled. All patients underwent PSMA PET combined with computer tomography (CT) with either [68Ga]Ga-PSMA-11 (cohort I, 20 patients) or [18F]PSMA-1007 (cohort II, 15 patients) followed by radical prostatectomy. Specimens were scanned by ex-vivo CT and histologically prepared. On digitized whole-mount prostate sections, PCa areas with different morphologies were manually defined and H-Score of immunohistochemical PSMA expression was calculated with assistance by artificial intelligence (AI). PCa areas with similar H-Score were unified in segmentation on ex-vivo CT. After co-registration on PSMA PET-CT, Spearman’s coefficients of PSMA expression to mean and maximum standardized uptake value (SUVmean and SUVmax) were calculated. Furthermore, the agreement of the co-registered tumour areas to gross tumour volume (GTV) in PSMA PET was analysed.

Results

Thirty-two patients were included in the final analysis. For histological PCa areas, immunohistochemical PSMA expression correlated significantly to SUVmean and SUVmax (p < 0.001, p = 0.001). An approximate linear correlation between H-Score and SUVmean / SUVmax was found for tumour areas larger than 400 μm² in histology (p < 0.001). Tumour areas with strong PSMA expression showed a significantly larger overlap to GTV in PSMA PET after co-registration than tumour areas with very low PSMA expression (p < 0.01). No significant differences were found between the two tracer cohorts (p = 0.72).

Conclusion

PSMA PET with both [68Ga]Ga-PSMA-11 or [18F]PSMA-1007 is able to detect changes in histological PSMA expression within PCa lesions allowing biologically targeted radiotherapy.

目的前列腺特异性膜抗原正电子发射断层扫描(PSMA PET)是前列腺癌(PCa)无创诊断的一种很有前途的候选方法。本研究评估了PET示踪剂[68Ga]Ga-PSMA-11或[18F]PSMA-1007是否能够描述肿瘤内组织学PSMA表达的异质性。方法前瞻性纳入35例活检证实的原发性前列腺癌患者,无转移性疾病证据,也没有先前的干预措施。所有患者均行PSMA PET联合计算机断层扫描(CT),其中[68Ga]Ga-PSMA-11(队列I, 20例)或[18F]PSMA-1007(队列II, 15例),随后行根治性前列腺切除术。标本经离体CT扫描及组织学处理。在数字化的全贴装前列腺切片上,人工定义不同形态的PCa区域,并在人工智能(AI)的帮助下计算免疫组化PSMA表达的H-Score。在离体CT上统一分割h值相近的PCa区域。在PSMA PET-CT上共配准后,计算PSMA表达对平均和最大标准化摄取值(SUVmean和SUVmax)的Spearman系数。此外,还分析了PSMA PET中共同登记的肿瘤面积与总肿瘤体积(GTV)的一致性。结果32例患者纳入最终分析。对于组织学PCa区域,免疫组织化学PSMA表达与SUVmean和SUVmax显著相关(p < 0.001, p = 0.001)。在大于400 μm²的肿瘤组织中,H-Score与SUVmean / SUVmax之间存在近似的线性相关(p < 0.001)。与PSMA表达极低的肿瘤区域相比,PSMA表达强的肿瘤区域在共登记后的PSMA PET中显示出更大的GTV重叠(p < 0.01)。两个示踪剂队列之间无显著差异(p = 0.72)。结论PSMA PET检测[68Ga]Ga-PSMA-11或[18F]PSMA-1007均能检测到前列腺癌病变组织中PSMA表达的变化,从而实现生物靶向放疗。
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引用次数: 0
Correction to: Preclinical evaluation of 64Cu/177Lu‑labelled anti‑CD30 monoclonal antibody for theranostics in CD30‑positive lymphoma. 更正:64Cu/177Lu标记的抗CD30单克隆抗体用于CD30阳性淋巴瘤治疗的临床前评估。
IF 8.6 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-17 DOI: 10.1007/s00259-024-07059-0
Xu Yang, Jun Liu, Cuicui Li, Lingling Zheng, Xia Lu, Ziang Zhou, Xianyu Zhu, Jianhua Gong, Qingfang Miao, Jigang Yang
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引用次数: 0
Predictive and prognostic value of 18F-FES PET/CT for patients with recurrent or metastatic breast cancer treated with endocrine therapy plus cyclin-dependent kinase 4/6 inhibitors 18F-FES PET/CT 对接受内分泌治疗和细胞周期蛋白依赖性激酶 4/6 抑制剂治疗的复发性或转移性乳腺癌患者的预测价值和预后价值
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-14 DOI: 10.1007/s00259-024-07058-1
Hyehyun Jeong, Jeongryul Ryu, Jae Ho Jeong, Sangwon Han, Jaewon Hyung, Jin-Hee Ahn, Kyung Hae Jung, Sung-Bae Kim, Byung-Kwan Jeong, Hee Jin Lee, Gyungyub Gong, Dae Hyuk Moon

Purpose

Estrogen receptor (ER) expression and heterogeneity affect endocrine therapy efficacy. 18F-fluoroestradiol (18F-FES) PET/CT is an effective non-invasive method to analyze systemic ER expression. This study aimed to examine the predictive/prognostic value of 18F-FES PET/CT for patients treated with endocrine therapy plus cyclin-dependent kinase 4/6 (CDK4/6) inhibitors.

Methods

Patients were identified from a prospective cohort for post-marketing surveillance of 18F-FES enrolled between April 2021 and April 2023 at Asan Medical Center. In this retrospective analysis, patients with ER-positive, HER2-negative recurrent/metastatic breast cancer who underwent CDK4/6 inhibitor-based endocrine therapy and pre-treatment 18F-FES PET/CT were included.

Results

A total of 127 women were included. The endocrine therapy used was aromatase inhibitors in 96 patients (76%) and fulvestrant in 31 patients (24%). There were 25 (20%) and 102 (80%) patients in the “with FES-negative” (3 completely negative, 22 mixed) and “FES-positive” groups, respectively. 18F-FES status correlated with progression-free survival (PFS) following endocrine therapy with CDK4/6 inhibitors and overall survival (OS) (“with FES-negative” group: hazard ratio for PFS, 3.9, p < 0.001; for OS, 3.7, p = 0.008). Reduced benefit from endocrine treatment in the “with FES-negative” group was consistent across subgroups including menopausal status, endocrine sensitivity, and treatment regimen.

Conclusion

ER expression determined by 18F-FES PET/CT predicted the efficacy of CDK4/6 inhibitor-based endocrine therapy and was prognostic for survival in recurrent/metastatic ER-positive, HER2-negative breast cancer.

目的 雌激素受体(ER)的表达和异质性会影响内分泌治疗的疗效。18F-氟雌二醇(18F-FES)PET/CT是分析全身ER表达的一种有效的非侵入性方法。本研究旨在探讨18F-FES PET/CT对接受内分泌治疗加细胞周期蛋白依赖性激酶4/6(CDK4/6)抑制剂治疗的患者的预测/预后价值。方法从牙山医疗中心2021年4月至2023年4月期间登记的18F-FES上市后监测前瞻性队列中确定患者。在这项回顾性分析中,纳入了接受 CDK4/6 抑制剂内分泌治疗和治疗前 18F-FES PET/CT 的 ER 阳性、HER2 阴性复发性/转移性乳腺癌患者。96名患者(76%)接受了芳香化酶抑制剂内分泌治疗,31名患者(24%)接受了氟维司群内分泌治疗。FES阴性 "组(3例完全阴性,22例混合阴性)和 "FES阳性 "组分别有25例(20%)和102例(80%)患者。18F-FES状态与CDK4/6抑制剂内分泌治疗后的无进展生存期(PFS)和总生存期(OS)相关("FES阴性 "组:PFS的危险比为3.9,P = 0.001;OS的危险比为3.7,P = 0.008)。通过18F-FES PET/CT确定的ER表达预测了CDK4/6抑制剂内分泌治疗的疗效,并预示了复发性/转移性ER阳性、HER2阴性乳腺癌患者的生存情况。
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引用次数: 0
Trends in nanobody radiotheranostics 纳米体放射治疗的发展趋势
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-13 DOI: 10.1007/s00259-025-07077-6
Xingru Long, Sixuan Cheng, Xiaoli Lan, Weijun Wei, Dawei Jiang

As the smallest antibody fragment with specific binding affinity, nanobody-based nuclear medicine has demonstrated significant potential to revolutionize the field of precision medicine, supported by burgeoning preclinical investigations and accumulating clinical evidence. However, the visualization of nanobodies has also exposed their suboptimal biodistribution patterns, which has spurred collaborative efforts to refine their pharmacokinetic and pharmacodynamic profiles for improved therapeutic efficacy. In this review, we present clinical results that exemplify the benefits of nanobody-based molecular imaging in cancer diagnosis. Moreover, we emphasize the indispensable role of molecular imaging as a tool for evaluating and optimizing nanobodies, thereby expanding their therapeutic potential in cancer treatment in the foreseeable future.

基于纳米体的核医学作为具有特异性结合亲和力的最小抗体片段,在蓬勃发展的临床前研究和不断积累的临床证据的支持下,显示出了巨大的潜力,可以彻底改变精准医学领域。然而,纳米体的可视化也暴露了它们的次优生物分布模式,这刺激了合作努力,以改进它们的药代动力学和药效学特征,以提高治疗效果。在这篇综述中,我们提出了临床结果,说明了纳米体分子成像在癌症诊断中的益处。此外,我们强调分子成像作为评估和优化纳米体的工具不可或缺的作用,从而在可预见的未来扩大其在癌症治疗中的治疗潜力。
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引用次数: 0
Impact of Tafamidis on [99mTc]Tc-pyrophosphate Scintigraphy in Ala97Ser Hereditary Transthyretin amyloid cardiomyopathy: significant initial reduction with stable Long-Term effects 他法非地斯对Ala97Ser遗传性转甲状腺蛋白淀粉样心肌病[99mTc] tc -焦磷酸盐显像的影响:初期显著降低,长期稳定
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-13 DOI: 10.1007/s00259-025-07079-4
An-Li Yu, Yi-Chieh Chen, Cheng-Hsuan Tsai, Chi-Chao Chao, Mao-Yuan Su, Chia-Tung Shun, Hsueh-Wen Hsueh, Jyh-Ming Jimmy Juang, Ming-Jen Lee, Ping-Huei Tseng, Sung-Tsang Hsieh, Mei-Fang Cheng, Yen-Hung Lin

Objective

Tafamidis has shown potential in slowing disease progression in patients with transthyretin amyloid cardiomyopathy (ATTR-CM). This study aimed to evaluate serial changes on [99mTc]Tc-pyrophosphate (PYP) scintigraphy during tafamidis treatment for hereditary ATTR-CM.

Methods

We retrospectively analyzed a prospectively collected cohort of Ala97Ser (A97S) hereditary ATTR-CM patients treated with tafamidis (61 mg/day) and a control group comprising A97S hereditary ATTR-CM patients who had not received disease-modifying medications. The tafamidis group was further divided into two cohorts: cohort A received [99mTc]Tc-PYP SPECT/CT scans at baseline, 1 year, and 2 years; cohort B at baseline, 2 years, and 3 years. Visual score, planar heart to contralateral lung (H/CL) ratio, and volumetric heart to lung (H/L) ratio were measured.

Results

Nineteen patients were enrolled in the tafamidis group and nine in the control group. After 2 years of follow-up, a significant decrease in volumetric H/L ratio (3.86 ± 0.91 to 3.01 ± 0.19, p < 0.001) was noted in the tafamidis group, while there was no significant change in the control group. When evaluated over time, a significant decrease in volumetric H/L ratio was observed during the first year of tafamidis treatment (3.75 ± 0.37 to 2.82 ± 0.15, p = 0.004), followed by stable [99mTc]Tc-PYP uptake in the subsequent two years (2.82 ± 0.15 to 2.83 ± 0.18, p = 0.934 and 3.20 ± 0.14 to 3.09 ± 0.16, p = 0.404, respectively).

Conclusion

A significant reduction in [99mTc]Tc-PYP uptake was observed in hereditary ATTR-CM patients after tafamidis treatment, particularly within the first year. While the effect appeared to be sustained, stable [99mTc]Tc-PYP uptake without further significant reductions was observed in the subsequent years.

目的他法米迪在延缓转甲状腺素淀粉样变性心肌病(ATTR-CM)患者的疾病进展方面具有潜力。本研究旨在评估他法米迪治疗遗传性ATTR-CM期间[99mTc]Tc-焦磷酸(PYP)闪烁扫描的序列变化。方法我们回顾性分析了前瞻性收集的接受他法米迪(61 mg/天)治疗的Ala97Ser(A97S)遗传性ATTR-CM患者队列,以及由未接受疾病改变药物治疗的A97S遗传性ATTR-CM患者组成的对照组。他法米迪组又分为两个队列:队列 A 在基线、1 年和 2 年时接受[99mTc]Tc-PYP SPECT/CT 扫描;队列 B 在基线、2 年和 3 年时接受[99mTc]Tc-PYP SPECT/CT 扫描。测量了视觉评分、平面心与对侧肺比(H/CL)和容积心与肺比(H/L)。随访两年后,塔法米迪斯组的心肺容积比显著下降(3.86 ± 0.91 至 3.01 ± 0.19,p < 0.001),而对照组没有显著变化。随着时间的推移进行评估,在他法米迪治疗的第一年,观察到容积 H/L 比值显著下降(3.75 ± 0.37 到 2.82 ± 0.15,p = 0.004),随后两年[99mTc]Tc-PYP 摄取量保持稳定(2.82 ± 0.结论 遗传性 ATTR-CM 患者接受他法米迪治疗后,[99mTc]Tc-PYP 摄取量显著降低,尤其是在第一年内。虽然这种效应似乎是持续性的,但在随后几年中观察到[99m锝]Tc-PYP摄取量保持稳定,没有进一步显著降低。
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引用次数: 0
Lutetium-177 PSMA radioligand therapy in taxan-naive first- and second-line metastatic castration resistant prostate cancer after first-line ARPI therapy 镥-177 PSMA放射配体治疗一线ARPI治疗后紫杉醇初始一线和二线转移性去势抵抗性前列腺癌
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-13 DOI: 10.1007/s00259-025-07076-7
Mike Wenzel, Benedikt Hoeh, Carolin Siech, Florestan Koll, Clara Humke, Daniel Groener, Thomas Steuber, Markus Graefen, Tobias Maurer, Severine Banek, Felix K. H. Chun, Philipp Mandel

Purpose

Lutetium-177 Prostate-specific membrane antigen (Lu-PSMA) radioligand therapy is EMA-approved for metastatic castration resistant prostate cancer (mCRPC) after androgen receptor pathway inhibition (ARPI) and taxan-based chemotherapy. However, its effect in taxan-naïve patients is under current investigation.

Methods

We relied on the FRAMCAP database to elaborate Lu-PSMA therapy outcomes of progression-free (PFS) and overall (OS) in taxan-naïve mCRPC patients after previous ARPI treatment. Comparison was made against current standard of care with ARPI or docetaxel, irrespective of the previous used staging modality.

Results

Of 269 patients, 11% received Lu-PSMA in first/second-line mCRPC vs. 57% ARPI vs. 33% docetaxel. Mostly no significant baseline differences between Lu-PSMA and ARPI patients were observed, while Lu-PSMA patients were significantly older, received less systematic treatments and ECOG1-2 proportions were higher, relative to docetaxel patients. In PFS (13.3 vs. 8.2 months, hazard ratio [HR]: 0.70, p = 0.16) and OS analyses (68.9 vs. 39.1 months, HR: 0.64, p = 0.2), Lu-PSMA was numerically more favorable than ARPI. In additional multivariable Cox regression models, Lu-PSMA was significant better regarding PFS and OS, relative to ARPI (both p < 0.05). Compared to docetaxel, also significant better PFS (13.3 vs. 8.1 months, HR: 0.46) and OS (68.9 vs. 27.3 months, HR: 0.34, both p < 0.01) was observed for Lu-PSMA treatment. The OS advantage was also observed after multivariable adjustment (p < 0.01).

Conclusion

This retrospective single-center study including a substantial proportion of patients with treatment preference for Lu-PSMA suggests that Lu-PSMA therapy provides significantly more favorable PFS and OS outcomes in taxan-naïve mCRPC patients after previous ARPI treatment, relative to ARPI or docetaxel treatment and may be considered as an early mCRPC treatment option.

目的:镥-177前列腺特异性膜抗原(Lu-PSMA)放射配体治疗是ema批准的用于雄激素受体途径抑制(ARPI)和紫杉醇化疗后转移性去势抵抗性前列腺癌(mCRPC)的治疗方法。然而,它对taxan-naïve患者的影响目前还在研究中。方法:我们依靠FRAMCAP数据库,详细阐述taxan-naïve mCRPC患者在既往ARPI治疗后的无进展(PFS)和总体(OS)的Lu-PSMA治疗结果。与ARPI或多西他赛的当前护理标准进行比较,而不考虑先前使用的分期方式。269例患者中,11%的患者在一线/二线mCRPC中接受了Lu-PSMA治疗,ARPI为57%,多西紫杉醇为33%。与多西他赛患者相比,Lu-PSMA和ARPI患者的基线差异大多不显著,但Lu-PSMA患者明显年龄较大,接受系统治疗较少,ECOG1-2比例较高。在PFS (13.3 vs. 8.2个月,风险比[HR]: 0.70, p = 0.16)和OS分析(68.9 vs. 39.1个月,HR: 0.64, p = 0.2)中,Lu-PSMA在数值上比ARPI更有利。在其他多变量Cox回归模型中,相对于ARPI, Lu-PSMA在PFS和OS方面显著优于ARPI (p < 0.05)。与多西他赛相比,Lu-PSMA治疗的PFS(13.3个月vs 8.1个月,HR: 0.46)和OS(68.9个月vs 27.3个月,HR: 0.34, p < 0.01)也有显著改善。多变量调整后,OS也有优势(p < 0.01)。结论该回顾性单中心研究纳入了相当比例的治疗偏好为Lu-PSMA的患者,表明相对于ARPI或多西他赛治疗,Lu-PSMA治疗在先前ARPI治疗后的taxan-naïve mCRPC患者的PFS和OS结果明显更好,可以考虑作为早期mCRPC的治疗选择。
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引用次数: 0
Future direction: molecular imaging-based stem cell research 未来方向:基于分子成像的干细胞研究
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-13 DOI: 10.1007/s00259-025-07067-8
Jing Wang, Chentao Jin, Peili Cen, Rui Zhou, Yan Zhong, Mei Tian, Hong Zhang
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引用次数: 0
Staging of prostate Cancer with ultra-fast PSMA-PET scans enhanced by AI 人工智能增强超快速PSMA-PET扫描前列腺癌分期
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-11 DOI: 10.1007/s00259-024-07060-7
David Kersting, Katarzyna Borys, Alina Küper, Moon Kim, Johannes Haubold, Tsepo Goerttler, Lale Umutlu, Pedro Fragoso Costa, Jens Kleesiek, Christoph Rischpler, Felix Nensa, Ken Herrmann, Wolfgang P. Fendler, Manuel Weber, René Hosch, Robert Seifert

Purpose

PSMA-PET is a reference standard examination for patients with prostate cancer, but even using recently introduced digital PET detectors image acquisition with standard field-of-view scanners is still in the range of 20 min. This may cause limited access to examination slots because of the growing demand for PSMA-PET. Ultra-fast PSMA-PET may enhance throughput but comes at the cost of poor image quality. The aim of this manuscript is to evaluate the accuracy of AI-enhanced ultra-fast PSMA-PET for staging of patients with prostate cancer.

Methods

A total number of 357 whole-body [68Ga]Ga-PSMA-11 PET datasets were included. Patients underwent two digital PET scans, one at standard and one at ultra-fast speed (table speed: 0.6–1.2 mm/s vs. 50 mm/s). A modified pix2pixHD generative adversarial network to enhance the ultra-fast images was trained with 286 datasets and evaluated with the remaining 71 datasets. The staging accuracy of ultra-fast PSMA-PET and AI-enhanced ultra-fast PET was compared with the reference standard PET separately for miTNM regions proposed by PROMISE V2.0.

Results

The AI-network significantly improved the visual image quality and detection rate in most miTNM regions compared with the non-enhanced image data (T: 69.6% vs. 43.5%, p < 0.05; N: 46.3% vs. 27.8%, p < 0.01; M1a 64.4% vs. 47.5%, p < 0.01; M1b: 85.7% vs. 72.1%, p < 0.01). However, improvement was not significant for the M1c category (42.9 vs. 28.6%, p > 0.05). Missed lesions had a smaller SUVmax and lesion size compared with detected lesions (exemplary for N: 9.5 vs. 26.5 SUVmax; 4 vs. 10 mm). SUVmax values of lesions were significantly different in all miTNM regions between the ultra-fast and reference standard PET, but only in the T-region between the AI-enhanced and reference standard PET.

Conclusion

The AI-based image enhancement improved image quality and region detection rates by a mean of 17.9%. As the sensitivity of synthetic PET for small and low-uptake lesions was limited, a potential clinical use case could be disease monitoring in patients with high tumor volume and PSMA uptake undergoing PSMA radioligand therapy. The improvement in detection rate of distant metastases was not significant. This indicates that more training data is needed to ensure robust results also for lesions that have lower appearance frequency. Future studies on accelerated PSMA-PET seem warranted.

sepsma -PET是前列腺癌患者的参考标准检查,但即使使用最近引入的数字PET探测器,使用标准视场扫描仪进行图像采集仍在20分钟的范围内。由于对PSMA-PET的需求不断增长,这可能会导致检查时段的限制。超快PSMA-PET可以提高吞吐量,但代价是图像质量差。本文的目的是评估人工智能增强的超快速PSMA-PET对前列腺癌患者分期的准确性。方法共纳入357组全身[68Ga]Ga-PSMA-11 PET数据集。患者接受了两次数字PET扫描,一次是标准速度,一次是超快速度(表速:0.6-1.2 mm/s vs. 50 mm/s)。利用286个数据集对改进的pix2pixHD生成对抗网络进行了训练,并对剩余的71个数据集进行了评估。将超快PSMA-PET和ai增强超快PET分别与PROMISE V2.0提出的miTNM区域的参考标准PET进行分期精度比较。结果与未增强的图像数据相比,人工智能网络显著提高了大多数miTNM区域的视觉图像质量和检出率(T: 69.6% vs. 43.5%, p < 0.05;N: 46.3%对27.8%,p < 0.01;M1a 64.4% vs. 47.5%, p < 0.01;M1b: 85.7% vs. 72.1%, p < 0.01)。然而,M1c的改善并不显著(42.9 vs 28.6%, p > 0.05)。与检测到的病变相比,遗漏病变的SUVmax和病变大小更小(例如N: 9.5 vs 26.5 SUVmax;4 vs. 10 mm)。超快速PET与参比标准PET在所有miTNM区域的病变SUVmax值均有显著差异,而ai增强PET与参比标准PET之间仅在t区域存在差异。结论基于人工智能的图像增强,图像质量和区域检测率平均提高了17.9%。由于合成PET对小病变和低摄取病变的敏感性有限,潜在的临床应用案例可能是对接受PSMA放射配体治疗的高肿瘤体积和PSMA摄取患者的疾病监测。远端转移检出率无明显提高。这表明需要更多的训练数据来确保对于出现频率较低的病变也有可靠的结果。未来对加速PSMA-PET的研究似乎是有必要的。
{"title":"Staging of prostate Cancer with ultra-fast PSMA-PET scans enhanced by AI","authors":"David Kersting, Katarzyna Borys, Alina Küper, Moon Kim, Johannes Haubold, Tsepo Goerttler, Lale Umutlu, Pedro Fragoso Costa, Jens Kleesiek, Christoph Rischpler, Felix Nensa, Ken Herrmann, Wolfgang P. Fendler, Manuel Weber, René Hosch, Robert Seifert","doi":"10.1007/s00259-024-07060-7","DOIUrl":"https://doi.org/10.1007/s00259-024-07060-7","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Purpose</h3><p>PSMA-PET is a reference standard examination for patients with prostate cancer, but even using recently introduced digital PET detectors image acquisition with standard field-of-view scanners is still in the range of 20 min. This may cause limited access to examination slots because of the growing demand for PSMA-PET. Ultra-fast PSMA-PET may enhance throughput but comes at the cost of poor image quality. The aim of this manuscript is to evaluate the accuracy of AI-enhanced ultra-fast PSMA-PET for staging of patients with prostate cancer.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>A total number of 357 whole-body [<sup>68</sup>Ga]Ga-PSMA-11 PET datasets were included. Patients underwent two digital PET scans, one at standard and one at ultra-fast speed (table speed: 0.6–1.2 mm/s vs. 50 mm/s). A modified pix2pixHD generative adversarial network to enhance the ultra-fast images was trained with 286 datasets and evaluated with the remaining 71 datasets. The staging accuracy of ultra-fast PSMA-PET and AI-enhanced ultra-fast PET was compared with the reference standard PET separately for miTNM regions proposed by PROMISE V2.0.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>The AI-network significantly improved the visual image quality and detection rate in most miTNM regions compared with the non-enhanced image data (T: 69.6% vs. 43.5%, <i>p</i> &lt; 0.05; N: 46.3% vs. 27.8%, <i>p</i> &lt; 0.01; M1a 64.4% vs. 47.5%, <i>p</i> &lt; 0.01; M1b: 85.7% vs. 72.1%, <i>p</i> &lt; 0.01). However, improvement was not significant for the M1c category (42.9 vs. 28.6%, <i>p</i> &gt; 0.05). Missed lesions had a smaller SUVmax and lesion size compared with detected lesions (exemplary for N: 9.5 vs. 26.5 SUVmax; 4 vs. 10 mm). SUVmax values of lesions were significantly different in all miTNM regions between the ultra-fast and reference standard PET, but only in the T-region between the AI-enhanced and reference standard PET.</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>The AI-based image enhancement improved image quality and region detection rates by a mean of 17.9%. As the sensitivity of synthetic PET for small and low-uptake lesions was limited, a potential clinical use case could be disease monitoring in patients with high tumor volume and PSMA uptake undergoing PSMA radioligand therapy. The improvement in detection rate of distant metastases was not significant. This indicates that more training data is needed to ensure robust results also for lesions that have lower appearance frequency. Future studies on accelerated PSMA-PET seem warranted.</p>","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"9 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142961665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
The molar dose of FAPI administered impacts on the FAP-targeted PET imaging and therapy in mouse syngeneic tumor models 给药FAPI的摩尔剂量对小鼠同基因肿瘤模型FAPI靶向PET成像和治疗的影响
IF 9.1 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-01-11 DOI: 10.1007/s00259-025-07071-y
Luoxia Liu, Yifan Shi, Shujie He, Jingfei Yang, Shuang Song, Dongdong Wang, Ziqiang Wang, Huimin Zhou, Xiaoyun Deng, Sijuan Zou, Yuankai Zhu, Bo Yu, Xiaohua Zhu

Purpose

Since fibroblast activation protein (FAP), one predominant biomarker of cancer associated fibroblasts (CAFs), is highly expressed in the tumor stroma of various epidermal-derived cancers, targeting FAP for tumor diagnosis and treatment has shown substantial potentials in both preclinical and clinical studies. However, in preclinical settings, tumor-bearing mice exhibit relatively low absolute FAP expression levels, leading to challenges in acquiring high-quality PET images using radiolabeled FAP ligands (FAPIs) with low molar activity, because of which a saturation effect in imaging is prone to happen. Moreover, how exactly the molar dose of FAPI administered to a mouse influences the targeted PET imaging and radiotherapy remains unclear now. Therefore, this study aims to investigate the impacts of the molar dose of the administered FAPI on FAP-targeted PET imaging and radiotherapy in mouse syngeneic tumor models.

Methods

[68Ga]Ga-FAPI-04 with various molar doses of FAPI-04 was administered to wild-type 4T1 tumor-bearing mice, followed by static PET imaging. Sigmoidal curves were generated to analyze the correlation between the standard uptake value (SUV) and the administered molar doses of FAPI-04. Similarly, [177Lu]Lu-DOTAGA.(SA.FAPi)2 with a consistent dose of radioactivity but containing different moles of DOTAGA.(SA.FAPi)2 were injected into 4T1 tumor-bearing mice to assess the therapeutic effect. [68Ga]Ga-FAPI-04 was also applied to different tumor models for PET/CT imaging.

Results

A gradient blocking effect was observed with increasing FAPI molar dose in [68Ga]Ga-FAPI-04 PET imaging and [177Lu]Lu-DOTAGA.(SA.FAPi)2 treatment, with various imaging and therapeutic outcomes. [68Ga]Ga-FAPI-04 PET exhibit potentials to characterize murine derived FAP expression with low molar dose of administered FAPI-04 using various tumor models.

Conclusion

The molar dose of FAPI in [68Ga]Ga/[177Lu]Lu-FAPI had a substantial impact on FAP-targeted imaging and therapy in mouse syngeneic tumor models. To acquire enhanced reliability and reproducibility in preclinical situation, it is critical to carefully consider the molar dose of the radiotracer when applying radiolabeled FAP ligands to FAP-targeted imaging and radiotherapy.

由于成纤维细胞活化蛋白(FAP)是癌症相关成纤维细胞(CAFs)的主要生物标志物之一,在各种表皮源性癌症的肿瘤基质中高度表达,因此靶向FAP进行肿瘤诊断和治疗在临床前和临床研究中都显示出巨大的潜力。然而,在临床前环境中,荷瘤小鼠表现出相对较低的FAP绝对表达水平,导致使用低摩尔活性的放射性标记FAP配体(FAPIs)获得高质量的PET图像面临挑战,因为成像容易发生饱和效应。此外,给予小鼠的FAPI的摩尔剂量究竟如何影响靶向PET成像和放疗目前尚不清楚。因此,本研究旨在探讨给予FAPI的摩尔剂量对小鼠同基因肿瘤模型中fap靶向PET成像和放疗的影响。方法采用[68Ga]Ga-FAPI-04加不同摩尔量的FAPI-04给药,对野生型4T1荷瘤小鼠进行静态PET成像。生成s型曲线,分析FAPI-04的标准摄取值(SUV)与给药摩尔剂量的相关性。同样,将[177Lu]Lu-DOTAGA.(SA.FAPi)2以相同的放射性剂量注入4T1荷瘤小鼠体内,但含有不同量的DOTAGA.(SA.FAPi)2,以评估其治疗效果。[68Ga]Ga-FAPI-04也应用于不同的肿瘤模型进行PET/CT成像。结果在[68Ga]Ga-FAPI-04 PET显像和[177Lu]Lu-DOTAGA.(SA.FAPi)2显像治疗中,随着FAPI摩尔剂量的增加,均观察到sa梯度阻断效应。[68Ga]Ga-FAPI-04 PET在不同肿瘤模型中表现出低摩尔剂量FAPI-04小鼠源性FAP表达的潜力。结论[68Ga]Ga/[177Lu]Lu-FAPI中FAPI的摩尔剂量对小鼠同基因肿瘤模型FAPI靶向显像和治疗有显著影响。为了在临床前获得更高的可靠性和可重复性,在将放射性标记FAP配体应用于FAP靶向成像和放疗时,仔细考虑放射性示踪剂的摩尔剂量是至关重要的。
{"title":"The molar dose of FAPI administered impacts on the FAP-targeted PET imaging and therapy in mouse syngeneic tumor models","authors":"Luoxia Liu, Yifan Shi, Shujie He, Jingfei Yang, Shuang Song, Dongdong Wang, Ziqiang Wang, Huimin Zhou, Xiaoyun Deng, Sijuan Zou, Yuankai Zhu, Bo Yu, Xiaohua Zhu","doi":"10.1007/s00259-025-07071-y","DOIUrl":"https://doi.org/10.1007/s00259-025-07071-y","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Purpose</h3><p>Since fibroblast activation protein (FAP), one predominant biomarker of cancer associated fibroblasts (CAFs), is highly expressed in the tumor stroma of various epidermal-derived cancers, targeting FAP for tumor diagnosis and treatment has shown substantial potentials in both preclinical and clinical studies. However, in preclinical settings, tumor-bearing mice exhibit relatively low absolute FAP expression levels, leading to challenges in acquiring high-quality PET images using radiolabeled FAP ligands (FAPIs) with low molar activity, because of which a saturation effect in imaging is prone to happen. Moreover, how exactly the molar dose of FAPI administered to a mouse influences the targeted PET imaging and radiotherapy remains unclear now. Therefore, this study aims to investigate the impacts of the molar dose of the administered FAPI on FAP-targeted PET imaging and radiotherapy in mouse syngeneic tumor models.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>[<sup>68</sup>Ga]Ga-FAPI-04 with various molar doses of FAPI-04 was administered to wild-type 4T1 tumor-bearing mice, followed by static PET imaging. Sigmoidal curves were generated to analyze the correlation between the standard uptake value (SUV) and the administered molar doses of FAPI-04. Similarly, [<sup>177</sup>Lu]Lu-DOTAGA.(SA.FAPi)<sub>2</sub> with a consistent dose of radioactivity but containing different moles of DOTAGA.(SA.FAPi)<sub>2</sub> were injected into 4T1 tumor-bearing mice to assess the therapeutic effect. [<sup>68</sup>Ga]Ga-FAPI-04 was also applied to different tumor models for PET/CT imaging.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>A gradient blocking effect was observed with increasing FAPI molar dose in [<sup>68</sup>Ga]Ga-FAPI-04 PET imaging and [<sup>177</sup>Lu]Lu-DOTAGA.(SA.FAPi)<sub>2</sub> treatment, with various imaging and therapeutic outcomes. [<sup>68</sup>Ga]Ga-FAPI-04 PET exhibit potentials to characterize murine derived FAP expression with low molar dose of administered FAPI-04 using various tumor models.</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>The molar dose of FAPI in [<sup>68</sup>Ga]Ga/[<sup>177</sup>Lu]Lu-FAPI had a substantial impact on FAP-targeted imaging and therapy in mouse syngeneic tumor models. To acquire enhanced reliability and reproducibility in preclinical situation, it is critical to carefully consider the molar dose of the radiotracer when applying radiolabeled FAP ligands to FAP-targeted imaging and radiotherapy.</p>","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"36 1","pages":""},"PeriodicalIF":9.1,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142961662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
期刊
European Journal of Nuclear Medicine and Molecular Imaging
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