首页 > 最新文献

EJNMMI Research最新文献

英文 中文
AI-driven body composition monitoring and its prognostic role in mCRPC undergoing lutetium-177 PSMA radioligand therapy: insights from a retrospective single-center analysis. 人工智能驱动的体成分监测及其在接受镥-177 PSMA放射配体治疗的mCRPC中的预后作用:来自回顾性单中心分析的见解
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-28 DOI: 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.

背景:进行体组成(BC)分析,以量化不同身体组织的相对数量,作为身体健康和肿瘤恶病质的衡量标准。我们假设,在放射配体治疗(RLT)开始前的基线成像和两个RLT周期后的中期分期之间,基于人工智能的pacs集成软件评估的体成分(BC)参数的相对变化可以预测转移性去势抵抗性前列腺癌患者的总生存期(OS)。方法:我们对2015年9月至2023年12月期间接受[177Lu]Lu-PSMA RLT治疗的92例mCRPC患者进行了单中心回顾性分析。所有患者在基线(第一个RLT周期前≤6周)和中期分期(第二个RLT周期后6-8周)进行了[68 Ga]Ga- psma -11 PET/CT检查,以便进行纵向BC评估。结果:随访期间死亡78例(85%)。中位OS为16.3个月。幸存者的中位随访时间为25.6个月。1年死亡率为32.6% (95%CI 23.0 ~ 42.2%), 5年死亡率为92.9% (95%CI 85.8 ~ 100.0%)。在多变量回归中,内脏脂肪组织(VAT)的相对变化(HR: 0.26, p = 0.006)、既往任何类型的化疗(HR: 2.4, p = 0.003)、肝转移的存在(HR: 2.4, p = 0.018)和较高的基线De - Ritis比率(HR: 1.4; p)得出结论:pacs集成、基于人工智能的BC监测检测到VAT的相对变化,这是我们接受RLT患者中较短生存期的独立预测因子。
{"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}
引用次数: 0
Is CXCR4-targeted 68Ga-pentixafor PET/CT a reliable AVS-free modality for surgical decision-making and prognostic prediction in primary aldosteronism with bilateral adrenal lesions? 在原发性醛固酮增多症合并双侧肾上腺病变的手术决策和预后预测中,靶向cxcr4的68ga - pentxapet /CT是否是一种可靠的无avs模式?
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-28 DOI: 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 .

背景:对于诊断为原发性醛固酮增多症(PA)并伴有双侧肾上腺病变的患者,确定手术干预的最佳候选人仍然是一个重大的临床挑战。虽然肾上腺静脉取样(AVS)目前是侧化醛固酮高分泌的金标准,但其技术复杂性、侵入性和解释困难限制了其广泛采用。在本研究中,我们旨在探讨68ga - pentxafor正电子发射断层扫描/计算机断层扫描(PET/CT)作为无创成像方式在PA患者双侧肾上腺病变无avs手术决策中的临床应用。结果:51例行68ga - pentxafor PET/CT的患者中,36例行肾上腺切除术,手术侧位通过PET/CT确定。术后生化完全成功率为91.67%,临床成功率为100%。此外,接受者工作特征曲线分析表明,PET/CT结果是手术患者术后预后的良好预测指标。68ga - pentxa用于PET/ ct引导下手术患者的术后病理评估显示,86.11%的患者有肾上腺皮质腺瘤,CYP11B2和CXCR4阳性表达。结论:cxcr4靶向68ga - pentxafor PET/CT可有效用于PA双侧肾上腺病变患者的手术决策,为AVS提供了潜在的替代方案,可用于预测术后生化和临床成功。试验注册:68ga - pentxafor PET/CT指导双侧肾上腺病变原发性醛固酮增多症的手术治疗试验注册号:NCT06247566;报名日期:20121-11-01;试用注册表记录的URL: 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}
引用次数: 0
Predictors of renal function decline in patients with gastroenteropancreatic neuroendocrine tumors undergoing [177Lu]Lu-DOTA-TATE therapy. 胃肠胰神经内分泌肿瘤患者接受Lu-DOTA-TATE治疗后肾功能下降的预测因素[177Lu]。
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-21 DOI: 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}
引用次数: 0
Influence of oral protein intake on [18F]FET uptake in brain tumours. 口服蛋白质摄入对脑肿瘤[18F]场效应效应效应的影响
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-20 DOI: 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}
引用次数: 0
Brown adipose tissue machine learning nnU-Net V2 network using TriDFusion (3DF). 褐色脂肪组织机器学习nnU-Net V2网络使用TriDFusion (3DF)。
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-13 DOI: 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}
引用次数: 0
[68Ga] labelled Exendin for radioguided surgery of intrapancreatic insulin producing lesions in patients with congenital hyperinsulinism. [68Ga]标记Exendin用于先天性高胰岛素血症患者胰腺内胰岛素产生病变的放射引导手术。
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-12 DOI: 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}
引用次数: 0
Deep learning-based radiolabelled compound-protein interaction prediction for NDUFS1-targeting radiopharmaceutical discovery. 基于深度学习的ndufs1靶向放射性药物发现的放射性标记化合物-蛋白质相互作用预测。
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-12 DOI: 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}
引用次数: 0
Tissue-specific and whole-body insulin sensitivity by integrated imaging and hyperinsulinemic euglycemic clamp: A repeatability study in people with T2DM and overweight/obesity. 组织特异性和全身胰岛素敏感性的综合成像和高胰岛素-正糖钳:T2DM和超重/肥胖患者的可重复性研究
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-07 DOI: 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}
引用次数: 0
A preclinical study on the influence of linkers in [68Ga]Ga-NOTA-X-RM26 radiotracers for PET imaging of GRPR expression. [68Ga]Ga-NOTA-X-RM26示踪剂中连接物对GRPR表达PET成像影响的临床前研究
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-07 DOI: 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.

背景:胃泌素释放肽受体(GRPR)在包括前列腺癌和乳腺癌在内的多种癌症中过表达,使其成为放射性药物开发的一个有吸引力的靶点。对grpr靶向放射性配体的研究表明,grpr识别基序和放射性标记片段之间的间隔区域具有重要作用,可以显著影响肽的药代动力学和药效学。在此,我们研究了结构限制间隔对rm26基辐射配体性能的影响。结果:设计了三个新的放射性配体,每个配体通过n -乙酰赖氨酸和邻乙基甲苯(oET)、邻甲基苯甲醚(oMA)或间甲基苯甲醚(mMA)基序组成的不同间隔来携带NOTA螯合剂。这些多肽用Ga-68成功标记,获得了高放化产率、纯度和摩尔活性。所得到的[68Ga]标记肽显示出与前列腺癌PC-3细胞的高特异性GRPR结合,拮抗行为,对GRPR的IC50值在个位数纳摩尔范围内。注射后2小时在携带PC-3异种移植物的小鼠中的生物分布研究显示,所有三种放射性配体都有高的grpr介导的肿瘤摄取。此外,观察到肝胆高排泄,肝脏和胃肠道摄取升高,胰腺摄取明显。结论:在三个放射配体中,含有n -乙酰赖氨酸- oet间隔的肽段对前列腺癌异种移植具有最快的背景清除和更好的PET成像。结合构象限制性间隔剂是开发具有高GRPR结合和良好成像性能的示踪剂的一种很有前途的策略,但需要进一步优化以减少健康组织的摄取。
{"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}
引用次数: 0
MRI ensemble model of plaque and perivascular adipose tissue as PET-equivalent for identifying carotid atherosclerotic inflammation. 斑块和血管周围脂肪组织的MRI集合模型与pet等效,用于识别颈动脉粥样硬化性炎症。
IF 3.1 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-06 DOI: 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.

背景:严重的脑血管事件与炎症介导的颈动脉粥样硬化斑块进展和破裂有关。18F-氟脱氧葡萄糖([18F]FDG) PET在评估颈动脉粥样硬化斑块炎症方面具有重要意义,但它受到辐射暴露的限制。此外,已经发现血管周围脂肪组织(PVAT)的炎症通过旁分泌信号机制促进动脉粥样硬化的进展。该研究旨在建立一个基于颈动脉斑块和PVAT MRI放射组学的整体模型,用于识别高度炎症斑块(HIPs)。结果:159例无症状颈动脉粥样硬化患者(男性137例;患者年龄65±8岁,斑块209个(髋部104个)。在训练和测试数据集中,分别有47.95%(70/146)和53.97%(34/63)的病例被定义为髋关节。与训练数据集中的非高度炎症斑块(NHIPs)相比,HIPs中有更多的脂质核心,更多的斑块内出血和更少的钙化(p分别= 0.002,0.019和0.013)。值得注意的是,在培训组中,HIPs患者的PVAT (IPVAT)发生率明显高于NHIPs患者(81.43% vs. 46.05%;[18] NHIPs和HIPs对FDG的摄取不同。但IPVAT与SUVmax的相关性一致(r = 0.35, 0.30;结论:整合颈动脉斑块和血管周围脂肪组织放射组学的集合模型在颈动脉粥样硬化炎症和进展的可视化评估中提供了与PET等效的工具。
{"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}
引用次数: 0
期刊
EJNMMI Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1