Pub Date : 2025-08-28DOI: 10.1186/s13550-025-01312-9
Tristan Ruhwedel, Julian Rogasch, Markus Galler, Imke Schatka, Christoph Wetz, Christian Furth, Nadine Biernath, Maria De Santis, Seyd Shnayien, Johannes Kolck, Dominik Geisel, Holger Amthauer, Nick Lasse Beetz
Background: Body composition (BC) analysis is performed to quantify the relative amounts of different body tissues as a measure of physical fitness and tumor cachexia. We hypothesized that relative changes in body composition (BC) parameters, assessed by an artificial intelligence-based, PACS-integrated software, between baseline imaging before the start of radioligand therapy (RLT) and interim staging after two RLT cycles could predict overall survival (OS) in patients with metastatic castration-resistant prostate cancer.
Methods: We conducted a single-center, retrospective analysis of 92 patients with mCRPC undergoing [177Lu]Lu-PSMA RLT between September 2015 and December 2023. All patients had [68 Ga]Ga-PSMA-11 PET/CT at baseline (≤ 6 weeks before the first RLT cycle) and at interim staging (6-8 weeks after the second RLT cycle) allowing for longitudinal BC assessment.
Results: During follow-up, 78 patients (85%) died. Median OS was 16.3 months. Median follow-up time in survivors was 25.6 months. The 1 year mortality rate was 32.6% (95%CI 23.0-42.2%) and the 5 year mortality rate was 92.9% (95%CI 85.8-100.0%). In multivariable regression, relative change in visceral adipose tissue (VAT) (HR: 0.26; p = 0.006), previous chemotherapy of any type (HR: 2.4; p = 0.003), the presence of liver metastases (HR: 2.4; p = 0.018) and a higher baseline De Ritis ratio (HR: 1.4; p < 0.001) remained independent predictors of OS. Patients with a higher decrease in VAT (< -20%) had a median OS of 10.2 months versus 18.5 months in patients with a lower VAT decrease or VAT increase (≥ -20%) (log-rank test: p = 0.008). In a separate Cox model, the change in VAT predicted OS (p = 0.005) independent of the best PSA response after 1-2 RLT cycles (p = 0.09), and there was no interaction between the two (p = 0.09).
Conclusions: PACS-Integrated, AI-based BC monitoring detects relative changes in the VAT, Which was an independent predictor of shorter OS in our population of patients undergoing RLT.
{"title":"AI-driven body composition monitoring and its prognostic role in mCRPC undergoing lutetium-177 PSMA radioligand therapy: insights from a retrospective single-center analysis.","authors":"Tristan Ruhwedel, Julian Rogasch, Markus Galler, Imke Schatka, Christoph Wetz, Christian Furth, Nadine Biernath, Maria De Santis, Seyd Shnayien, Johannes Kolck, Dominik Geisel, Holger Amthauer, Nick Lasse Beetz","doi":"10.1186/s13550-025-01312-9","DOIUrl":"10.1186/s13550-025-01312-9","url":null,"abstract":"<p><strong>Background: </strong>Body composition (BC) analysis is performed to quantify the relative amounts of different body tissues as a measure of physical fitness and tumor cachexia. We hypothesized that relative changes in body composition (BC) parameters, assessed by an artificial intelligence-based, PACS-integrated software, between baseline imaging before the start of radioligand therapy (RLT) and interim staging after two RLT cycles could predict overall survival (OS) in patients with metastatic castration-resistant prostate cancer.</p><p><strong>Methods: </strong>We conducted a single-center, retrospective analysis of 92 patients with mCRPC undergoing [<sup>177</sup>Lu]Lu-PSMA RLT between September 2015 and December 2023. All patients had [<sup>68</sup> Ga]Ga-PSMA-11 PET/CT at baseline (≤ 6 weeks before the first RLT cycle) and at interim staging (6-8 weeks after the second RLT cycle) allowing for longitudinal BC assessment.</p><p><strong>Results: </strong>During follow-up, 78 patients (85%) died. Median OS was 16.3 months. Median follow-up time in survivors was 25.6 months. The 1 year mortality rate was 32.6% (95%CI 23.0-42.2%) and the 5 year mortality rate was 92.9% (95%CI 85.8-100.0%). In multivariable regression, relative change in visceral adipose tissue (VAT) (HR: 0.26; p = 0.006), previous chemotherapy of any type (HR: 2.4; p = 0.003), the presence of liver metastases (HR: 2.4; p = 0.018) and a higher baseline De Ritis ratio (HR: 1.4; p < 0.001) remained independent predictors of OS. Patients with a higher decrease in VAT (< -20%) had a median OS of 10.2 months versus 18.5 months in patients with a lower VAT decrease or VAT increase (≥ -20%) (log-rank test: p = 0.008). In a separate Cox model, the change in VAT predicted OS (p = 0.005) independent of the best PSA response after 1-2 RLT cycles (p = 0.09), and there was no interaction between the two (p = 0.09).</p><p><strong>Conclusions: </strong>PACS-Integrated, AI-based BC monitoring detects relative changes in the VAT, Which was an independent predictor of shorter OS in our population of patients undergoing RLT.</p>","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"112"},"PeriodicalIF":3.1,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12394111/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144947179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-28DOI: 10.1186/s13550-025-01309-4
Zhiwei Shu, Yao He, Tingting Long, Min Guo, Zhuying Xia, Xiaodan Fu, Bingsheng Li, Bo Zhang, Yi Yang, Jiaxian Chen, Tiejian Jiang, Xiang Chen, Kai Cheng, Longfei Liu, Yu Gan
Background: For patients diagnosed with primary aldosteronism (PA) accompanied by bilateral adrenal lesions, identifying optimal candidates for surgical intervention remains a significant clinical challenge. Although adrenal venous sampling (AVS) is currently the gold standard for lateralizing aldosterone hypersecretion, its technical complexity, invasiveness, and interpretive difficulties restrict its widespread adoption. In this study, we aimed to investigate the clinical application of 68Ga-pentixafor positron emission tomography/computed tomography (PET/CT) as a non-invasive imaging modality in AVS-free surgical decision-making for PA patients with bilateral adrenal lesions.
Results: Among the 51 patients who underwent 68Ga-pentixafor PET/CT, 36 patients had adrenalectomy, with the surgical side determined by PET/CT lateralization. The postoperative complete biochemical and clinical success rates for these patients were 91.67% and 100%, respectively. Additionally, receiver operating characteristic curve analysis indicated that PET/CT results were favorable predictors of postoperative outcomes in surgical patients. Postoperative pathological evaluation of 68Ga-pentixafor PET/CT-guided surgical patients revealed that 86.11% had adrenocortical adenomas with positive CYP11B2 and CXCR4 expression.
Conclusion: CXCR4-targeted 68Ga-pentixafor PET/CT can be effectively utilized in surgery decision-making for PA patients with bilateral adrenal lesions, offering a potential alternative to AVS and maybe applied to predict postoperative biochemical and clinical success.
Trial registration: 68Ga-Pentixafor PET/CT for Guiding Surgical Treatment of Primary Aldosteronism With Bilateral Adrenal Lesions; Trial registration number: NCT06247566; Date of registration: 2021-11-01; URL of trial registry record: https://clinicaltrials.gov/study/NCT06247566 .
{"title":"Is CXCR4-targeted <sup>68</sup>Ga-pentixafor PET/CT a reliable AVS-free modality for surgical decision-making and prognostic prediction in primary aldosteronism with bilateral adrenal lesions?","authors":"Zhiwei Shu, Yao He, Tingting Long, Min Guo, Zhuying Xia, Xiaodan Fu, Bingsheng Li, Bo Zhang, Yi Yang, Jiaxian Chen, Tiejian Jiang, Xiang Chen, Kai Cheng, Longfei Liu, Yu Gan","doi":"10.1186/s13550-025-01309-4","DOIUrl":"10.1186/s13550-025-01309-4","url":null,"abstract":"<p><strong>Background: </strong>For patients diagnosed with primary aldosteronism (PA) accompanied by bilateral adrenal lesions, identifying optimal candidates for surgical intervention remains a significant clinical challenge. Although adrenal venous sampling (AVS) is currently the gold standard for lateralizing aldosterone hypersecretion, its technical complexity, invasiveness, and interpretive difficulties restrict its widespread adoption. In this study, we aimed to investigate the clinical application of <sup>68</sup>Ga-pentixafor positron emission tomography/computed tomography (PET/CT) as a non-invasive imaging modality in AVS-free surgical decision-making for PA patients with bilateral adrenal lesions.</p><p><strong>Results: </strong>Among the 51 patients who underwent <sup>68</sup>Ga-pentixafor PET/CT, 36 patients had adrenalectomy, with the surgical side determined by PET/CT lateralization. The postoperative complete biochemical and clinical success rates for these patients were 91.67% and 100%, respectively. Additionally, receiver operating characteristic curve analysis indicated that PET/CT results were favorable predictors of postoperative outcomes in surgical patients. Postoperative pathological evaluation of <sup>68</sup>Ga-pentixafor PET/CT-guided surgical patients revealed that 86.11% had adrenocortical adenomas with positive CYP11B2 and CXCR4 expression.</p><p><strong>Conclusion: </strong>CXCR4-targeted <sup>68</sup>Ga-pentixafor PET/CT can be effectively utilized in surgery decision-making for PA patients with bilateral adrenal lesions, offering a potential alternative to AVS and maybe applied to predict postoperative biochemical and clinical success.</p><p><strong>Trial registration: </strong><sup>68</sup>Ga-Pentixafor PET/CT for Guiding Surgical Treatment of Primary Aldosteronism With Bilateral Adrenal Lesions; Trial registration number: NCT06247566; Date of registration: 2021-11-01; URL of trial registry record: https://clinicaltrials.gov/study/NCT06247566 .</p>","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"111"},"PeriodicalIF":3.1,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12394099/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144947140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-21DOI: 10.1186/s13550-025-01305-8
Felix L Herr, Christian Dascalescu, Victoria Fusch, Caroline Smith, Ricarda Ebner, Mathias J Zacherl, Florian Eckenweber, Konrad Klimek, Christoph J Auernhammer, Christine Spitzweg, Jens Ricke, Maurice M Heimer, Clemens C Cyran, Rudolf A Werner, Gabriel T Sheikh
{"title":"Predictors of renal function decline in patients with gastroenteropancreatic neuroendocrine tumors undergoing [177Lu]Lu-DOTA-TATE therapy.","authors":"Felix L Herr, Christian Dascalescu, Victoria Fusch, Caroline Smith, Ricarda Ebner, Mathias J Zacherl, Florian Eckenweber, Konrad Klimek, Christoph J Auernhammer, Christine Spitzweg, Jens Ricke, Maurice M Heimer, Clemens C Cyran, Rudolf A Werner, Gabriel T Sheikh","doi":"10.1186/s13550-025-01305-8","DOIUrl":"10.1186/s13550-025-01305-8","url":null,"abstract":"","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"110"},"PeriodicalIF":3.1,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12367618/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144947087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-20DOI: 10.1186/s13550-025-01304-9
Karl-Josef Langen, Norbert Galldiks, Philipp Lohmann, Felix M Mottaghy
{"title":"Influence of oral protein intake on [<sup>18</sup>F]FET uptake in brain tumours.","authors":"Karl-Josef Langen, Norbert Galldiks, Philipp Lohmann, Felix M Mottaghy","doi":"10.1186/s13550-025-01304-9","DOIUrl":"10.1186/s13550-025-01304-9","url":null,"abstract":"","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"109"},"PeriodicalIF":3.1,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12367581/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144947084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-13DOI: 10.1186/s13550-025-01303-w
Daniel Lafontaine, Stephanie Chahwan, Gustavo Barraza, Burcin Agridag Ucpinar, Gunjan Kayal, Nicolás Gómez-Banoy, Paul Cohen, John L Humm, Heiko Schöder
{"title":"Brown adipose tissue machine learning nnU-Net V2 network using TriDFusion (3DF).","authors":"Daniel Lafontaine, Stephanie Chahwan, Gustavo Barraza, Burcin Agridag Ucpinar, Gunjan Kayal, Nicolás Gómez-Banoy, Paul Cohen, John L Humm, Heiko Schöder","doi":"10.1186/s13550-025-01303-w","DOIUrl":"10.1186/s13550-025-01303-w","url":null,"abstract":"","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"108"},"PeriodicalIF":3.1,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12350914/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144845045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-12DOI: 10.1186/s13550-025-01294-8
Peter Kühnen, Sonal Prasad, Karin Rothe, Kai Huang, Kathrin Hauptmann, Marti Boss, Nicola Beindorff, Erwin Lankes, Steven W Warmann, Miriam Schneider, Paniz Akbarzadeh Taghavi, Lara Lechner, Catharina Lange, Christian Furth, Martin Gotthardt, Winfried Brenner, Oliver Blankenstein, Vikas Prasad
{"title":"[<sup>68</sup>Ga] labelled Exendin for radioguided surgery of intrapancreatic insulin producing lesions in patients with congenital hyperinsulinism.","authors":"Peter Kühnen, Sonal Prasad, Karin Rothe, Kai Huang, Kathrin Hauptmann, Marti Boss, Nicola Beindorff, Erwin Lankes, Steven W Warmann, Miriam Schneider, Paniz Akbarzadeh Taghavi, Lara Lechner, Catharina Lange, Christian Furth, Martin Gotthardt, Winfried Brenner, Oliver Blankenstein, Vikas Prasad","doi":"10.1186/s13550-025-01294-8","DOIUrl":"10.1186/s13550-025-01294-8","url":null,"abstract":"","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"107"},"PeriodicalIF":3.1,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12344026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144834460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-12DOI: 10.1186/s13550-025-01300-z
Muath Almaslamani, Jingyu Yang, Chi Soo Kang, Choong Mo Kang, Jung Mi Park, Sang-Keun Woo
{"title":"Deep learning-based radiolabelled compound-protein interaction prediction for NDUFS1-targeting radiopharmaceutical discovery.","authors":"Muath Almaslamani, Jingyu Yang, Chi Soo Kang, Choong Mo Kang, Jung Mi Park, Sang-Keun Woo","doi":"10.1186/s13550-025-01300-z","DOIUrl":"10.1186/s13550-025-01300-z","url":null,"abstract":"","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"106"},"PeriodicalIF":3.1,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12343451/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144820935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-07DOI: 10.1186/s13550-025-01298-4
Iina Laitinen, Helena Litorp, Folke Sjöberg, Simon Ekström, Henrik Haraldsson, Stefan Pierrou, Alexander Korenyushkin, Joel Kullberg, Sudeepti Southekal, Ming Lu, Tamer Coskun, Zvonko Milicevic, Lars Johansson
Background: Assessment of glucose uptake by PET imaging under hyperinsulinemic euglycemic clamp (HEC) is an insightful tool for quantification of insulin resistance, a hallmark of diabetes and an area of interest in drug development. To enable the use of the method in metabolic trials, the repeatability of dynamic whole-body PET/MRI assessments of the tissue-specific glucose uptake and the total body glucose utilisation were investigated. The study included participants with type 2 diabetes mellitus (T2DM) and overweight/obesity, for two repeated examinations in standardised conditions. All participants signed informed consent, and the study plan was approved by the Swedish Ethical Review Authority (#2020-04140). After an overnight fast, HEC was established and a series of [18F]FDG-PET/MRI scans were performed. Total body glucose utilisation (M-value) was calculated for the duration of the scan and the tissue-specific metabolic rates of glucose uptake (MRGlu) were calculated using Patlak model. The repeatability was assessed by calculating the intraclass correlation coefficient (ICC).
Results: Repeatability was assessed in per protocol set of 12 participants (PPS, defined by a consistent HEC) and in full analysis set (FAS n = 16). The measured M-values and tissue MRGlu demonstrated varying levels of insulin resistance. M-value ICC was 0.95 (95% CI 0.86-0.99) for PPS, indicating excellent repeatability. Tissue-specific MRGlu repeatability was excellent for skeletal muscle (ICC 0.94), and good to at least fair for SAT, VAT, myocardium, and brain. The FAS had lower, but at least fair repeatability, emphasising the importance of standardisation in metabolic assessments.
Conclusion: Dynamic [18F]FDG-PET/MRI provides quantitative information on tissue-specific insulin sensitivity during hyperinsulinemic euglycemic clamp with a reliability comparable to total body glucose utilisation assessment. The method has potential to add value in monitoring and evaluating T2DM treatment effects on glucose uptake and insulin resistance in interventional trials.
背景:在高胰岛素正糖钳夹(HEC)下通过PET成像评估葡萄糖摄取是一种有见地的胰岛素抵抗量化工具,胰岛素抵抗是糖尿病的标志,也是药物开发的一个感兴趣的领域。为了使该方法在代谢试验中使用,研究了动态全身PET/MRI评估组织特异性葡萄糖摄取和全身葡萄糖利用的可重复性。该研究包括2型糖尿病(T2DM)和超重/肥胖的参与者,在标准化条件下进行两次重复检查。所有参与者都签署了知情同意书,研究计划得到瑞典伦理审查局(#2020-04140)的批准。禁食过夜后,建立HEC,并进行一系列[18F]FDG-PET/MRI扫描。计算扫描期间的总葡萄糖利用率(m值),并使用Patlak模型计算组织特异性葡萄糖摄取代谢率(MRGlu)。通过计算类内相关系数(ICC)评价重复性。结果:对每个方案集12名参与者(PPS,由一致的HEC定义)和完整分析集(FAS n = 16)的重复性进行了评估。测量的m值和组织MRGlu显示不同程度的胰岛素抵抗。PPS的m值ICC为0.95 (95% CI 0.86-0.99),表明具有良好的重复性。组织特异性MRGlu重复性对骨骼肌很好(ICC 0.94),对SAT、VAT、心肌和脑也很好。FAS的可重复性较低,但至少是公平的,这强调了代谢评估标准化的重要性。结论:动态[18F]FDG-PET/MRI提供了高胰岛素正糖钳夹期间组织特异性胰岛素敏感性的定量信息,其可靠性与全身葡萄糖利用评估相当。该方法在监测和评估干预试验中T2DM治疗对葡萄糖摄取和胰岛素抵抗的影响方面具有潜在的价值。
{"title":"Tissue-specific and whole-body insulin sensitivity by integrated imaging and hyperinsulinemic euglycemic clamp: A repeatability study in people with T2DM and overweight/obesity.","authors":"Iina Laitinen, Helena Litorp, Folke Sjöberg, Simon Ekström, Henrik Haraldsson, Stefan Pierrou, Alexander Korenyushkin, Joel Kullberg, Sudeepti Southekal, Ming Lu, Tamer Coskun, Zvonko Milicevic, Lars Johansson","doi":"10.1186/s13550-025-01298-4","DOIUrl":"10.1186/s13550-025-01298-4","url":null,"abstract":"<p><strong>Background: </strong>Assessment of glucose uptake by PET imaging under hyperinsulinemic euglycemic clamp (HEC) is an insightful tool for quantification of insulin resistance, a hallmark of diabetes and an area of interest in drug development. To enable the use of the method in metabolic trials, the repeatability of dynamic whole-body PET/MRI assessments of the tissue-specific glucose uptake and the total body glucose utilisation were investigated. The study included participants with type 2 diabetes mellitus (T2DM) and overweight/obesity, for two repeated examinations in standardised conditions. All participants signed informed consent, and the study plan was approved by the Swedish Ethical Review Authority (#2020-04140). After an overnight fast, HEC was established and a series of [<sup>18</sup>F]FDG-PET/MRI scans were performed. Total body glucose utilisation (M-value) was calculated for the duration of the scan and the tissue-specific metabolic rates of glucose uptake (MRGlu) were calculated using Patlak model. The repeatability was assessed by calculating the intraclass correlation coefficient (ICC).</p><p><strong>Results: </strong>Repeatability was assessed in per protocol set of 12 participants (PPS, defined by a consistent HEC) and in full analysis set (FAS n = 16). The measured M-values and tissue MRGlu demonstrated varying levels of insulin resistance. M-value ICC was 0.95 (95% CI 0.86-0.99) for PPS, indicating excellent repeatability. Tissue-specific MRGlu repeatability was excellent for skeletal muscle (ICC 0.94), and good to at least fair for SAT, VAT, myocardium, and brain. The FAS had lower, but at least fair repeatability, emphasising the importance of standardisation in metabolic assessments.</p><p><strong>Conclusion: </strong>Dynamic [<sup>18</sup>F]FDG-PET/MRI provides quantitative information on tissue-specific insulin sensitivity during hyperinsulinemic euglycemic clamp with a reliability comparable to total body glucose utilisation assessment. The method has potential to add value in monitoring and evaluating T2DM treatment effects on glucose uptake and insulin resistance in interventional trials.</p>","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"105"},"PeriodicalIF":3.1,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12331569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144798512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-07DOI: 10.1186/s13550-025-01301-y
Esther Olaniran Håkansson, Ivan V Zelepukin, Karim Obeid, Athanasios Bitzios, Ekaterina Bezverkhniaia, Amulya Sunkara, Ulrika Rosenström, Anna Orlova, Luke R Odell, Panagiotis Kanellopoulos
Background: Gastrin-releasing peptide receptor (GRPR) is overexpressed in several cancers, including prostate and breast, making it an attractive target for radiopharmaceutical development. Studies on GRPR-targeting radioligands highlight the critical role of the spacer region between the GRPR-recognition motif and radiolabeled moiety, which can significantly influence peptide pharmacokinetics and pharmacodynamics. Herein, we investigated the impact of structurally restricted spacers on the performance of RM26-based radioligands.
Results: Three novel radioligands were designed to each bear a NOTA chelator via different spacers composed of N-acetyl-lysine followed by either o-ethyltoluene (oET), o-methylanisole (oMA), or m-methylanisole (mMA) motifs. The peptides were successfully labeled with Ga-68, achieving high radiochemical yield, purity, and molar activity. The resulting [68Ga]-labeled peptides demonstrated high and GRPR-specific binding to prostate cancer PC-3 cells, antagonistic behavior, and the IC50 values to GRPR were in the single-digit nanomolar range. Biodistribution studies at 2 h post-injection in PC-3 xenograft-bearing mice revealed high, GRPR-mediated tumor uptake for all three radioligands. In addition, high hepatobiliary excretion with elevated uptake in the liver and the gastrointestinal tract and pronounced pancreatic uptake were observed.
Conclusions: Among the three radioligands, the peptide bearing the N-acetyl-lysine-oET spacer exhibited the fastest background clearance and better PET imaging of prostate cancer xenografts. The incorporation of conformationally restricted spacers is a promising strategy for developing tracers with high GRPR binding and good imaging properties, but further optimization is necessary to reduce uptake in healthy tissues.
{"title":"A preclinical study on the influence of linkers in [<sup>68</sup>Ga]Ga-NOTA-X-RM26 radiotracers for PET imaging of GRPR expression.","authors":"Esther Olaniran Håkansson, Ivan V Zelepukin, Karim Obeid, Athanasios Bitzios, Ekaterina Bezverkhniaia, Amulya Sunkara, Ulrika Rosenström, Anna Orlova, Luke R Odell, Panagiotis Kanellopoulos","doi":"10.1186/s13550-025-01301-y","DOIUrl":"10.1186/s13550-025-01301-y","url":null,"abstract":"<p><strong>Background: </strong>Gastrin-releasing peptide receptor (GRPR) is overexpressed in several cancers, including prostate and breast, making it an attractive target for radiopharmaceutical development. Studies on GRPR-targeting radioligands highlight the critical role of the spacer region between the GRPR-recognition motif and radiolabeled moiety, which can significantly influence peptide pharmacokinetics and pharmacodynamics. Herein, we investigated the impact of structurally restricted spacers on the performance of RM26-based radioligands.</p><p><strong>Results: </strong>Three novel radioligands were designed to each bear a NOTA chelator via different spacers composed of N-acetyl-lysine followed by either o-ethyltoluene (oET), o-methylanisole (oMA), or m-methylanisole (mMA) motifs. The peptides were successfully labeled with Ga-68, achieving high radiochemical yield, purity, and molar activity. The resulting [<sup>68</sup>Ga]-labeled peptides demonstrated high and GRPR-specific binding to prostate cancer PC-3 cells, antagonistic behavior, and the IC<sub>50</sub> values to GRPR were in the single-digit nanomolar range. Biodistribution studies at 2 h post-injection in PC-3 xenograft-bearing mice revealed high, GRPR-mediated tumor uptake for all three radioligands. In addition, high hepatobiliary excretion with elevated uptake in the liver and the gastrointestinal tract and pronounced pancreatic uptake were observed.</p><p><strong>Conclusions: </strong>Among the three radioligands, the peptide bearing the N-acetyl-lysine-oET spacer exhibited the fastest background clearance and better PET imaging of prostate cancer xenografts. The incorporation of conformationally restricted spacers is a promising strategy for developing tracers with high GRPR binding and good imaging properties, but further optimization is necessary to reduce uptake in healthy tissues.</p>","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"104"},"PeriodicalIF":3.1,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12332157/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144798511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-06DOI: 10.1186/s13550-025-01293-9
Fan Yu, Xiaoran Li, Yue Zhang, Yi Shan, Bixiao Cui, Liqun Jiao, Jie Lu
Background: Severe cerebrovascular events are associated with carotid atherosclerotic plaque progression and rupture that is mediated by inflammation. 18F-fluorodeoxyglucose ([18F]FDG) PET is important for assessing the inflammation of carotid atherosclerotic plaque, but it suffers from the limitations of radiation exposure. Additionally, inflammation of perivascular adipose tissue (PVAT) has been found to promote atherosclerosis progression through paracrine signaling mechanisms. The study aimed to develop an ensemble model based on carotid plaque and PVAT MRI radiomics for identifying highly inflammatory plaques (HIPs).
Results: 159 asymptomatic carotid atherosclerosis patients (137 males; 65 ± 8 years old) with 209 plaques (104 HIPs) were consecutively enrolled. 47.95% (70/146) of cases and 53.97% (34/63) were defined as HIPs in the training and testing datasets, respectively. There was more lipid core, more intraplaque hemorrhage, and less calcification in the HIPs compared to the non-highly inflammatory plaques (NHIPs) in the training dataset (p = 0.002, 0.019, and 0.013, respectively). Notably, the incidence of indistinct PVAT (IPVAT) in HIPs was higher than that in NHIPs, both in the training (81.43% vs. 46.05%; p < 0.001) and the testing (88.24% vs. 58.62%; p = 0.007) datasets. The correlations between plaque MRI characteristics and [18F]FDG uptake differed between the NHIPs and HIPs. However, IPVAT consistently correlated with SUVmax (r = 0.35, 0.30; p < 0.001, p = 0.002; for NHIPs and HIPs, respectively). The ensemble model that integrates the radiomics of carotid plaque and PVAT outperformed all models in predicting HIP (area under the curve [AUC] = 0.92/0.91, training/testing dataset). The follow-up further validated the PET for predicting plaque progression with the same accuracy as the ensemble model (AUC: 0.85 vs. 0.79).
Conclusions: The ensemble model integrating the radiomics of carotid plaque and perivascular adipose tissue provides an equivalent tool to PET in the visualization of the evaluation of carotid atherosclerosis inflammation and progression.
{"title":"MRI ensemble model of plaque and perivascular adipose tissue as PET-equivalent for identifying carotid atherosclerotic inflammation.","authors":"Fan Yu, Xiaoran Li, Yue Zhang, Yi Shan, Bixiao Cui, Liqun Jiao, Jie Lu","doi":"10.1186/s13550-025-01293-9","DOIUrl":"10.1186/s13550-025-01293-9","url":null,"abstract":"<p><strong>Background: </strong>Severe cerebrovascular events are associated with carotid atherosclerotic plaque progression and rupture that is mediated by inflammation. <sup>18</sup>F-fluorodeoxyglucose ([<sup>18</sup>F]FDG) PET is important for assessing the inflammation of carotid atherosclerotic plaque, but it suffers from the limitations of radiation exposure. Additionally, inflammation of perivascular adipose tissue (PVAT) has been found to promote atherosclerosis progression through paracrine signaling mechanisms. The study aimed to develop an ensemble model based on carotid plaque and PVAT MRI radiomics for identifying highly inflammatory plaques (HIPs).</p><p><strong>Results: </strong>159 asymptomatic carotid atherosclerosis patients (137 males; 65 ± 8 years old) with 209 plaques (104 HIPs) were consecutively enrolled. 47.95% (70/146) of cases and 53.97% (34/63) were defined as HIPs in the training and testing datasets, respectively. There was more lipid core, more intraplaque hemorrhage, and less calcification in the HIPs compared to the non-highly inflammatory plaques (NHIPs) in the training dataset (p = 0.002, 0.019, and 0.013, respectively). Notably, the incidence of indistinct PVAT (IPVAT) in HIPs was higher than that in NHIPs, both in the training (81.43% vs. 46.05%; p < 0.001) and the testing (88.24% vs. 58.62%; p = 0.007) datasets. The correlations between plaque MRI characteristics and [<sup>18</sup>F]FDG uptake differed between the NHIPs and HIPs. However, IPVAT consistently correlated with SUV<sub>max</sub> (r = 0.35, 0.30; p < 0.001, p = 0.002; for NHIPs and HIPs, respectively). The ensemble model that integrates the radiomics of carotid plaque and PVAT outperformed all models in predicting HIP (area under the curve [AUC] = 0.92/0.91, training/testing dataset). The follow-up further validated the PET for predicting plaque progression with the same accuracy as the ensemble model (AUC: 0.85 vs. 0.79).</p><p><strong>Conclusions: </strong>The ensemble model integrating the radiomics of carotid plaque and perivascular adipose tissue provides an equivalent tool to PET in the visualization of the evaluation of carotid atherosclerosis inflammation and progression.</p>","PeriodicalId":11611,"journal":{"name":"EJNMMI Research","volume":"15 1","pages":"103"},"PeriodicalIF":3.1,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12328859/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144788552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}