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PET Imaging of Sphingosine-1-Phosphate Receptor 1 with [18F]TZ4877 in Nonhuman Primates. 非人灵长类动物鞘氨醇-1-磷酸受体1 [18F]TZ4877的PET成像
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-08 DOI: 10.1007/s11307-024-01979-x
Jiwei Gu, Ming-Qiang Zheng, Daniel Holden, Krista Fowles, Lin Qiu, Zachary Felchner, Li Zhang, Jim Ropchan, Robert J Gropler, Richard E Carson, Zhude Tu, Yiyun Huang, Ansel T Hillmer

Purpose: The sphingosine-1-phosphate receptor-1 (S1PR1) is involved in regulating responses to neuroimmune stimuli. There is a need for S1PR1-specific radioligands with clinically suitable brain pharmcokinetic properties to complement existing radiotracers. This work evaluated a promising S1PR1 radiotracer, [18F]TZ4877, in nonhuman primates.

Procedures: [18F]TZ4877 was produced via nucleophilic substitution of tosylate precursor with K[18F]/F- followed by deprotection. Brain PET imaging data were acquired with a Focus220 scanner in two Macaca mulatta (6, 13 years old) for 120-180 min following bolus injection of 118-163 MBq [18F]TZ4877, with arterial blood sampling and metabolite analysis to measure the parent input function and plasma free fraction (fP). Each animal was scanned at baseline, 15-18 min after 0.047-0.063 mg/kg of the S1PR1 inhibitor ponesimod, 33 min after 0.4-0.8 mg/kg of the S1PR1-specific compound TZ82112, and 167-195 min after 1 ng/kg of the immune stimulus endotoxin. Kinetic analysis with metabolite-corrected input function was performed to estimate the free fraction corrected total distribution volume (VT/fP). Whole-body dosimetry scans were acquired in 2 animals (1M, 1F) with a Biograph Vision PET/CT System, and absorbed radiation dose estimates were calculated with OLINDA.

Results: [18F]TZ4877 exhibited fast kinetics that were described by the reversible 2-tissue compartment model. Baseline [18F]TZ4877 fP was low (<1%), and [18F]TZ4877 VT/fP values were 233-866 mL/cm3. TZ82112 dose-dependently reduced [18F]TZ4877 VT/fP, while ponesimod and endotoxin exhibited negligible effects on VT/fP, possibly due to scan timing relative to dosing. Dosimetry studies identified the critical organs of gallbladder (0.42 (M) and 0.31 (F) mSv/MBq) for anesthetized nonhuman primate.

Conclusions: [18F]TZ4877 exhibits reversible kinetic properties, but the low fP value limits reproducible quantification with this radiotracer. S1PR1 is a compelling PET imaging target, and these data support pursuing alternative F-18 labeled radiotracers for potential future human studies.

目的:鞘氨醇-1-磷酸受体1 (S1PR1)参与调节对神经免疫刺激的反应。需要具有临床合适的脑药代动力学特性的s1pr1特异性放射性配体来补充现有的放射性示踪剂。这项工作评估了一种有前途的S1PR1放射性示踪剂[18F]TZ4877在非人灵长类动物中的应用。步骤:[18F]TZ4877通过K[18F]/F-亲核取代tosylate前体,然后脱保护。两只猕猴(6,13岁)在注射118-163 MBq [18F]TZ4877后,用Focus220扫描仪获得120-180分钟的脑PET成像数据,并进行动脉采血和代谢物分析,测量亲本输入功能和血浆游离分数(fP)。每只动物在基线、0.047-0.063 mg/kg的S1PR1抑制剂ponesimod后15-18分钟、0.4-0.8 mg/kg的S1PR1特异性化合物TZ82112后33分钟、1 ng/kg的免疫刺激内毒素后167-195分钟进行扫描。采用代谢校正输入函数进行动力学分析,估计游离分数校正总分布体积(VT/fP)。使用Biograph Vision PET/CT系统对2只动物(1M, 1F)进行全身剂量学扫描,并使用OLINDA计算吸收辐射剂量估计。结果:[18F]TZ4877表现出快速动力学,可由可逆的2组织室模型描述。基线[18F]TZ4877 fP较低(18F]TZ4877 VT/fP值为233-866 mL/cm3。TZ82112剂量依赖性地降低了[18F]TZ4877 VT/fP,而ponesimod和内毒素对VT/fP的影响可以忽略不计,可能是由于扫描时间与剂量相关。剂量学研究确定了麻醉的非人灵长类动物的关键器官胆囊(0.42 (M)和0.31 (F) mSv/MBq)。结论:[18F]TZ4877表现出可逆的动力学性质,但低fP值限制了该放射性示踪剂的可重复性定量。S1PR1是一个引人注目的PET成像目标,这些数据支持寻求替代F-18标记的放射性示踪剂,用于潜在的未来人类研究。
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引用次数: 0
Oral Administration of [18F]MC225 for Quantification of P-glycoprotein Function: A Feasibility Study. 口服[18F]MC225定量p -糖蛋白功能的可行性研究。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-14 DOI: 10.1007/s11307-024-01975-1
Giordana Salvi de Souza, Cristiane R G Furini, Jürgen W A Sijbesma, Maria Kominia, Janine Doorduin, Bruno Lima Giacobbo, Adriaan A Lammertsma, Charalampos Tsoumpas, Gert Luurtsema

Purpose: This preclinical study explored the feasibility of assessing P-glycoprotein (P-gp) function in both brain and gastrointestinal (GI) tract of rats using positron emission tomography (PET) following oral administration of [18F]MC225. Different oral administration protocols were evaluated, and radioactivity uptake was compared with uptake following intravenous administration.

Procedures: Twelve male Wistar rats were divided into four groups and subjected to intravenous or oral [18F]MC225 administration protocols: G1 (intravenous route), G2 (oral administration without fasting), G3 (oral administration with fasting), and G4 (oral administration with fasting following administration of the P-gp inhibitor tariquidar). Dynamic brain imaging, late abdominal imaging, ex vivo biodistribution, and metabolite analysis were conducted to assess tracer distribution.

Results: In the brain, oral administration yielded lower values compared with intravenous administration, resulting in a reduction in the tissue-to-plasma ratio by approximately 51% for the cortex and 45% for the midbrain and cerebellum. Fasting improved radioactivity uptake, aiding brain visualization. Unexpectedly, administration of the P-gp inhibitor tariquidar did not increase brain concentration, suggesting a signal that was dominated by non-specific uptake, possibly due to instability of [18F]MC225 in the GI tract. Metabolite analysis in G4 indicated a significant presence of polar metabolites.

Conclusions: Oral administration of [18F]MC225 faces challenges and, at this stage, cannot be used to quantify P-gp function. Further research to assess tracer stability and metabolism in the stomach and intestine will be essential for advancing the feasibility of oral tracer administration.

目的:本临床前研究探讨了口服[18F]MC225后,利用正电子发射断层扫描(PET)评估大鼠脑和胃肠道p -糖蛋白(P-gp)功能的可行性。评估了不同的口服给药方案,并比较了静脉给药后的放射性摄取。方法:将12只雄性Wistar大鼠分为4组,分别给予静脉或口服MC225给药方案[18F]: G1(静脉给药)、G2(不空腹口服给药)、G3(空腹口服给药)和G4 (P-gp抑制剂tariquidar后空腹口服给药)。通过动态脑成像、晚期腹部成像、体外生物分布和代谢物分析来评估示踪剂的分布。结果:在大脑中,口服给药比静脉给药产生更低的值,导致皮层组织与血浆比率降低约51%,中脑和小脑减少45%。禁食改善放射性吸收,帮助大脑可视化。出乎意料的是,给药P-gp抑制剂tariquidar并没有增加脑浓度,这表明一个以非特异性摄取为主的信号,可能是由于胃肠道中[18F]MC225的不稳定性。代谢物分析表明,G4中存在显著的极性代谢物。结论:口服给药[18F]MC225面临挑战,现阶段不能用于量化P-gp功能。进一步研究示踪剂在胃和肠道中的稳定性和代谢对提高口服示踪剂的可行性至关重要。
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引用次数: 0
Preclinical and Clinical-Scale Magnetic Particle Imaging of Natural Killer Cells: in vitro and ex vivo Demonstration of Cellular Sensitivity, Resolution, and Quantification. 自然杀伤细胞的临床前和临床尺度磁颗粒成像:细胞灵敏度、分辨率和定量的体外和离体证明。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2024-12-09 DOI: 10.1007/s11307-024-01969-z
Olivia C Sehl, Yanwen Yang, Ariana R Anjier, Dmitry Nevozhay, Donghang Cheng, Kelvin Guo, Benjamin Fellows, Abdul Rahman Mohtasebzadeh, Erica E Mason, Toby Sanders, Petrina Kim, David Trease, Dimpy Koul, Patrick W Goodwill, Konstantin Sokolov, Max Wintermark, Nancy Gordon, Joan M Greve, Vidya Gopalakrishnan

Purpose: Clinical adoption of NK cell immunotherapy is underway for medulloblastoma and osteosarcoma, however there is currently little feedback on cell fate after administration. We propose magnetic particle imaging (MPI) may have applications for the quantitative detection of NK cells.

Procedures: Human-derived NK-92 cells were labeled by co-incubation with iron oxide nanoparticles (VivoTrax™) for 24 h then excess nanoparticles were washed with centrifugation. Cytolytic activity of labeled versus unlabeled NK-92 cells was assessed after 4 h of co-incubation with medulloblastoma cells (DAOY) or osteosarcoma cells (LM7 or OS17). Labeled NK-92 cells at two different doses (0.5 or 1 × 106) were administered to excised mouse brains (cerebellum), fibulas, and lungs then imaged by 3D preclinical MPI (MOMENTUM™) for detection relative to fiducial markers. NK-92 cells were also imaged by clinical-scale MPI under development at Magnetic Insight Inc.

Results: NK-92 cells were labeled with an average of 3.17 pg Fe/cell with no measurable effects on cell viability or cytolytic activity against 3 tumor cell lines. MPI signal was directly quantitative with the number of labeled NK-92 cells, with preclinical limit of detection of 3.1 × 104 cells on MOMENTUM imager. Labeled NK-92 cells could be accurately localized in mouse brains, fibulas, and lungs within < 1 mm of stereotactic injection coordinates with preclinical scanner. Feasibility for detection on a clinical-scale MPI scanner was demonstrated using 4 × 107 labeled NK-92 cells, which is in the range of NK cell doses administered in our previous clinical trial.

Conclusion: MPI can provide sensitive, quantitative, and accurate spatial information on NK cells soon after delivery, showing initial promise to address a significant unmet clinical need to track NK cell fate in patients.

目的:临床正在采用NK细胞免疫疗法治疗髓母细胞瘤和骨肉瘤,但目前关于给药后细胞命运的反馈很少。我们提出磁颗粒成像(MPI)可能在NK细胞的定量检测中有应用。操作步骤:人源性NK-92细胞与氧化铁纳米颗粒(VivoTrax™)共孵育24小时,然后离心洗涤多余的纳米颗粒。标记NK-92细胞与髓母细胞瘤细胞(DAOY)或骨肉瘤细胞(LM7或OS17)共孵育4小时后,评估标记NK-92细胞与未标记NK-92细胞的细胞溶解活性。将标记的NK-92细胞以两种不同剂量(0.5或1 × 106)给予切除的小鼠脑(小脑)、腓骨和肺,然后通过3D临床前MPI (MOMENTUM™)成像,相对于基准标记物进行检测。结果:NK-92细胞被标记为平均3.17 pg Fe/细胞,对3种肿瘤细胞系的细胞活力或细胞溶解活性没有可测量的影响。MPI信号与标记的NK-92细胞数量直接定量,在MOMENTUM成像仪上的临床前检测限为3.1 × 104个细胞。标记NK-92细胞可以在7个标记NK-92细胞内准确定位于小鼠脑、腓骨和肺部,这在我们之前的临床试验中给予NK细胞的剂量范围内。结论:MPI可以在分娩后提供敏感、定量和准确的NK细胞空间信息,初步有望解决临床对追踪患者NK细胞命运的重大未满足需求。
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引用次数: 0
Evaluation of Brain Impairment Using Proton Exchange Rate MRI in a Kainic Acid-Induced Rat Model of Epilepsy. 质子交换率MRI评价凯尼克酸致癫痫大鼠模型脑损伤。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-02 DOI: 10.1007/s11307-024-01980-4
Huanhuan Yang, Qiting Wu, Lin Li, Yin Wu

Purpose: Proton exchange rate (Kex) is a valuable biophysical metric. Kex MRI may augment conventional structural MRI by revealing brain impairments at the molecular level. This study aimed to investigate the feasibility of Kex MRI in evaluating brain injuries at multiple epilepsy stages.

Procedures: Six adult rats with epilepsy induced by intra-amygdalae administration of kainic acid (KA) underwent MRI experiment at 11.7 T. Two MRI scans, including T1 mapping and CEST imaging under three B1 amplitudes of 0.75, 1.0, and 1.5 μT, were conducted before and 2, 7, and 28 days after KA injection. Quasi-steady-state analysis was performed to reconstruct equilibrium Z spectra. Direct saturation was resolved using a multi-pool Lorentzian model and removed from Z spectra. The residual spectral signal (ΔZ) was used to construct the omega plot of (1-ΔZ)/ΔZ as a linear function of 1/ ω 1 2 , from which Kex was quantified from the X-axis intercept. One-way ANOVA or two-tailed paired student's t-test was employed with P < 0.05 as statistically significant.

Results: All animals exhibited repetitive status epilepticus with IV to V seizure stages after KA injection. At day 28, Kex values in the hippocampus and cerebral cortex at the surgical hemisphere with KA injection were significantly higher than that at the time points of control and/or day 2 in the same regions (P < 0.01). Moreover, the values were significantly higher than that in respective contralateral regions at day 28 (P < 0.02). No substantial changes of Kex were seen in bilateral thalamus or contralateral hemisphere among time points (all P > 0.05).

Conclusions: Kex increase significantly in the cerebral cortex and hippocampus at the surgical hemisphere, especially at day 28, likely due to substantial alterations at chronic epilepsy stage. Kex MRI is promising to evaluate brain impairment, facilitating the diagnosis and evaluation of neurological disorders.

目的:质子交换率(Kex)是一种有价值的生物物理指标。Kex MRI可以通过在分子水平上显示脑损伤来增强传统的结构MRI。本研究旨在探讨Kex MRI评估多期癫痫脑损伤的可行性。方法:6只杏仁核内给药kainic acid (KA)致癫痫的成年大鼠,于11.7 t时进行MRI实验,分别于KA注射前、注射后2、7、28天分别在0.75、1.0、1.5 μT 3个B1振幅下进行T1作图和CEST成像。准稳态分析重建平衡态Z谱。直接饱和度用多池洛伦兹模型解决,并从Z谱中去除。利用残差光谱信号(ΔZ)构建(1-ΔZ)/ΔZ作为1/ ω 1 2的线性函数的ω图,从中从x轴截距量化Kex。采用单因素方差分析或双尾配对学生t检验,P值为P。结果:所有动物在注射KA后均表现出重复的癫痫持续状态,发作期为IV至V。第28天,KA注射后手术半球海马和大脑皮层的Kex值显著高于对照组和/或第2天的同一区域(各时间点间双侧丘脑和对侧半球均有P < 0.05)。结论:手术半球大脑皮层和海马中Kex显著增加,特别是在第28天,可能是由于慢性癫痫期的实质性改变。Kex MRI有望评估脑损伤,促进神经系统疾病的诊断和评估。
{"title":"Evaluation of Brain Impairment Using Proton Exchange Rate MRI in a Kainic Acid-Induced Rat Model of Epilepsy.","authors":"Huanhuan Yang, Qiting Wu, Lin Li, Yin Wu","doi":"10.1007/s11307-024-01980-4","DOIUrl":"10.1007/s11307-024-01980-4","url":null,"abstract":"<p><strong>Purpose: </strong>Proton exchange rate (K<sub>ex</sub>) is a valuable biophysical metric. K<sub>ex</sub> MRI may augment conventional structural MRI by revealing brain impairments at the molecular level. This study aimed to investigate the feasibility of K<sub>ex</sub> MRI in evaluating brain injuries at multiple epilepsy stages.</p><p><strong>Procedures: </strong>Six adult rats with epilepsy induced by intra-amygdalae administration of kainic acid (KA) underwent MRI experiment at 11.7 T. Two MRI scans, including T<sub>1</sub> mapping and CEST imaging under three B<sub>1</sub> amplitudes of 0.75, 1.0, and 1.5 μT, were conducted before and 2, 7, and 28 days after KA injection. Quasi-steady-state analysis was performed to reconstruct equilibrium Z spectra. Direct saturation was resolved using a multi-pool Lorentzian model and removed from Z spectra. The residual spectral signal (ΔZ) was used to construct the omega plot of (1-ΔZ)/ΔZ as a linear function of 1/ <math><msubsup><mi>ω</mi> <mrow><mn>1</mn></mrow> <mn>2</mn></msubsup> </math> , from which K<sub>ex</sub> was quantified from the X-axis intercept. One-way ANOVA or two-tailed paired student's t-test was employed with P < 0.05 as statistically significant.</p><p><strong>Results: </strong>All animals exhibited repetitive status epilepticus with IV to V seizure stages after KA injection. At day 28, K<sub>ex</sub> values in the hippocampus and cerebral cortex at the surgical hemisphere with KA injection were significantly higher than that at the time points of control and/or day 2 in the same regions (P < 0.01). Moreover, the values were significantly higher than that in respective contralateral regions at day 28 (P < 0.02). No substantial changes of K<sub>ex</sub> were seen in bilateral thalamus or contralateral hemisphere among time points (all P > 0.05).</p><p><strong>Conclusions: </strong>K<sub>ex</sub> increase significantly in the cerebral cortex and hippocampus at the surgical hemisphere, especially at day 28, likely due to substantial alterations at chronic epilepsy stage. K<sub>ex</sub> MRI is promising to evaluate brain impairment, facilitating the diagnosis and evaluation of neurological disorders.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"1-9"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142922100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
18F-FAPI-42 PET/CT and 18F-FDG PET/CT in Patients with Malignant Digestive System Neoplasms: A Head-to-Head Comparative Study. 18F-FAPI-42 PET/CT和18F-FDG PET/CT在恶性消化系统肿瘤患者中的对比研究
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-13 DOI: 10.1007/s11307-025-01982-w
Min Xiong, HongJi You, Jingmin Feng, Yipei Liu, Xiaoming Luo, Ying Liu, Sheng-Nan Jiang

Purpose: Radionuclide-labeled fibroblast activation protein inhibitor (FAPI) is an emerging tumor tracer. We sought to assess the uptake and diagnostic performance of 18F-FAPI-42 PET/CT compared with simultaneous 2-deoxy-2[18F]fluoro-D-glucose (18F-FDG) PET/CT in primary and metastatic lesions in patients with malignant digestive system neoplasms and to determine the potential clinical benefit.

Procedures: Forty-two patients (men = 30, women = 12, mean age = 56.71 ± 13.26 years) who underwent 18F-FDG PET/CT and 18F-FAPI-42 PET/CT simultaneously for diagnosis, staging, and restaging were enrolled. Quantitative data, including standardized uptake value (SUV), tumor-to-liver ratio (TLR), and tumor-to-blood pool ratio (TBR), were analyzed. Two independent readers performed a visual assessment of lesion number and location on PET/CT images. Interobserver agreement between two examinations was calculated using Cohen's kappa (κ).

Results: Primary tumor locations included the liver (n = 20), stomach (n = 9), pancreas (n = 5), and intestine (n = 10). More intense 18F-FAPI-42 uptake and higher tumor-to-background contrast were detected in most primary and metastatic lesions compared with 18F-FDG, contributing to improved diagnostic accuracy ranging from 95.24% to 100%. Moreover, additional lesions showing 18F-FAPI-42 uptake in primary, locoregional and distant metastatic lesions were visualized, especially in multiple liver and peritoneal metastases. Patient-based interobserver agreement varied from moderate to strong, with suboptimal outcomes observed in primary tumors (κ = 0.441, P = 0.01) and preferable results derived from metastatic liver and bone lesions (κ = 1 and 0.896, both P < 0.01). 18F-FAPI-42 PET/CT resulted in modified treatment strategies for 40.48% (17/42) of patients, while 18F-FDG PET/CT led to altered therapeutic regimens in only 4.8% (2/42) of patients.

Conclusions: In selected patients with malignant digestive system neoplasms, our study shows that 18F-FAPI-42 PET/CT is a promising alternative for assessing primary tumors and metastases and aiding staging, restaging, and decision-making, with higher uptake and better lesion visualization compared with 18F-FDG. Additionally, it may shed light into the treatment selection and response assessment for FAP-targeted therapy or immunotherapy.

目的:放射性核素标记成纤维细胞活化蛋白抑制剂(FAPI)是一种新兴的肿瘤示踪剂。我们试图评估18F- fapi -42 PET/CT与同时使用2-脱氧-2[18F]氟-d -葡萄糖(18F- fdg) PET/CT在恶性消化系统肿瘤患者原发性和转移性病变中的摄取和诊断性能,并确定其潜在的临床益处。方法:纳入42例同时行18F-FDG PET/CT和18F-FAPI-42 PET/CT诊断、分期和再分期的患者(男30例,女12例,平均年龄56.71±13.26岁)。定量数据包括标准化摄取值(SUV)、肿瘤与肝脏比值(TLR)和肿瘤与血液池比值(TBR)进行分析。两名独立的阅读者对PET/CT图像上的病变数量和位置进行了视觉评估。使用Cohen’s kappa (κ)计算两次检查之间的观察者间一致性。结果:原发肿瘤部位包括肝脏(n = 20)、胃(n = 9)、胰腺(n = 5)和肠道(n = 10)。与18F-FDG相比,在大多数原发性和转移性病变中检测到更强的18F-FAPI-42摄取和更高的肿瘤-背景对比度,有助于提高诊断准确率,范围从95.24%到100%。此外,在原发性、局部和远处转移性病变中,特别是在多发性肝脏和腹膜转移性病变中,还可见18F-FAPI-42摄取。基于患者的观察者间一致性从中等到强烈不等,原发肿瘤观察到次优结果(κ = 0.441, P = 0.01),转移性肝脏和骨病变观察到较好的结果(κ = 1和0.896),p18f - fapi -42 PET/CT导致40.48%(17/42)患者改变治疗策略,而18F-FDG PET/CT仅导致4.8%(2/42)患者改变治疗方案。结论:在特定的消化系统恶性肿瘤患者中,我们的研究表明,与18F-FDG相比,18F-FAPI-42 PET/CT具有更高的吸收率和更好的病变可视化,是评估原发肿瘤和转移以及辅助分期、再分期和决策的有希望的替代方法。此外,它可能有助于fap靶向治疗或免疫治疗的治疗选择和疗效评估。
{"title":"<sup>18</sup>F-FAPI-42 PET/CT and <sup>18</sup>F-FDG PET/CT in Patients with Malignant Digestive System Neoplasms: A Head-to-Head Comparative Study.","authors":"Min Xiong, HongJi You, Jingmin Feng, Yipei Liu, Xiaoming Luo, Ying Liu, Sheng-Nan Jiang","doi":"10.1007/s11307-025-01982-w","DOIUrl":"10.1007/s11307-025-01982-w","url":null,"abstract":"<p><strong>Purpose: </strong>Radionuclide-labeled fibroblast activation protein inhibitor (FAPI) is an emerging tumor tracer. We sought to assess the uptake and diagnostic performance of <sup>18</sup>F-FAPI-42 PET/CT compared with simultaneous 2-deoxy-2[<sup>18</sup>F]fluoro-D-glucose (<sup>18</sup>F-FDG) PET/CT in primary and metastatic lesions in patients with malignant digestive system neoplasms and to determine the potential clinical benefit.</p><p><strong>Procedures: </strong>Forty-two patients (men = 30, women = 12, mean age = 56.71 ± 13.26 years) who underwent <sup>18</sup>F-FDG PET/CT and <sup>18</sup>F-FAPI-42 PET/CT simultaneously for diagnosis, staging, and restaging were enrolled. Quantitative data, including standardized uptake value (SUV), tumor-to-liver ratio (TLR), and tumor-to-blood pool ratio (TBR), were analyzed. Two independent readers performed a visual assessment of lesion number and location on PET/CT images. Interobserver agreement between two examinations was calculated using Cohen's kappa (κ).</p><p><strong>Results: </strong>Primary tumor locations included the liver (n = 20), stomach (n = 9), pancreas (n = 5), and intestine (n = 10). More intense <sup>18</sup>F-FAPI-42 uptake and higher tumor-to-background contrast were detected in most primary and metastatic lesions compared with <sup>18</sup>F-FDG, contributing to improved diagnostic accuracy ranging from 95.24% to 100%. Moreover, additional lesions showing <sup>18</sup>F-FAPI-42 uptake in primary, locoregional and distant metastatic lesions were visualized, especially in multiple liver and peritoneal metastases. Patient-based interobserver agreement varied from moderate to strong, with suboptimal outcomes observed in primary tumors (κ = 0.441, P = 0.01) and preferable results derived from metastatic liver and bone lesions (κ = 1 and 0.896, both P < 0.01). <sup>18</sup>F-FAPI-42 PET/CT resulted in modified treatment strategies for 40.48% (17/42) of patients, while <sup>18</sup>F-FDG PET/CT led to altered therapeutic regimens in only 4.8% (2/42) of patients.</p><p><strong>Conclusions: </strong>In selected patients with malignant digestive system neoplasms, our study shows that <sup>18</sup>F-FAPI-42 PET/CT is a promising alternative for assessing primary tumors and metastases and aiding staging, restaging, and decision-making, with higher uptake and better lesion visualization compared with <sup>18</sup>F-FDG. Additionally, it may shed light into the treatment selection and response assessment for FAP-targeted therapy or immunotherapy.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"131-141"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142978782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Inflammatory Activity of Extraocular Muscles in Thyroid Associated Orbitopathy by [68Ga]DOTATATE PET/CT. [68Ga]DOTATATE PET/CT评价甲状腺相关性眼病眼外肌炎症活动性。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-14 DOI: 10.1007/s11307-024-01970-6
Zhengquan Hu, Jinyan Liu, Haoyu Deng, Na Chen, Lu Chen, Sha Wang, Tingting Long, Jia Tan, Shuo Hu

Purpose: The accurate assessment of inflammatory activity of the extraocular muscles (EOMs) in thyroid associated ophthalmopathy (TAO) is crucial for formulating subsequent treatment strategies and prognostic judgments. This study aims to explore the efficacy of using [68Ga]DOTATATE PET/CT to assess the inflammatory activity of EOMs in TAO patients.

Procedures: This study enrolled 22 TAO patients and 6 healthy volunteers, all of whom underwent orbital [68Ga]DOTATATE PET/CT. Among these, 18 patients underwent orbital [99mTc]DTPA SPECT/CT within one week, and the other 4 patients received orbital MRI. All imaging data were independently assessed, followed by comparative data analysis. The patients then received different treatment schemes, and their prognosis was followed up.

Results: [68Ga]DOTATATE PET/CT could effectively evaluate the inflammatory activity of the EOMs in TAO patients and demonstrate good consistency with [99mTc]DTPA SPECT/CT and orbital MRI, but show a better resolution to distinguish EOMs and surrounding structure. The receiver operating characteristic (ROC) curves for each EOM, treated as individual research units, exhibited an area under the curve (AUC) exceeding 0.9. The medial rectus demonstrated the highest involvement and diagnostic accuracy(AUC = 0.976, P < 0.001). Patients treated with glucocorticoids showed significantly higher SUVmax in EOMs compared to those receiving symptomatic treatment (P < 0.01).

Conclusions: [68Ga]DOTATATE PET/CT is a reliable method for assessing the inflammatory activity of EOMs in TAO patients, providing strong objective evidence for the precise diagnosis and treatment.

目的:准确评估甲状腺相关性眼病(TAO)眼外肌(EOMs)的炎症活性对制定后续治疗策略和预后判断至关重要。本研究旨在探讨使用[68Ga]DOTATATE PET/CT评估TAO患者EOMs炎症活性的有效性。方法:本研究纳入22例TAO患者和6名健康志愿者,均行眶[68Ga]DOTATATE PET/CT检查。其中18例患者在一周内行眼眶[99mTc]DTPA SPECT/CT检查,4例患者行眼眶MRI检查。所有影像资料独立评估,然后进行对比数据分析。患者接受不同的治疗方案,并随访预后。结果:[68Ga]DOTATATE PET/CT能有效评价TAO患者eom的炎症活动性,与[99mTc]DTPA SPECT/CT和眼眶MRI具有较好的一致性,但在区分eom和周围结构方面分辨率较好。每个EOM的受试者工作特征(ROC)曲线被视为单独的研究单元,曲线下面积(AUC)超过0.9。结论:[68Ga]DOTATATE PET/CT是评估TAO患者EOMs炎症活动性的可靠方法,为准确诊断和治疗提供了有力的客观证据。
{"title":"Evaluation of Inflammatory Activity of Extraocular Muscles in Thyroid Associated Orbitopathy by [<sup>68</sup>Ga]DOTATATE PET/CT.","authors":"Zhengquan Hu, Jinyan Liu, Haoyu Deng, Na Chen, Lu Chen, Sha Wang, Tingting Long, Jia Tan, Shuo Hu","doi":"10.1007/s11307-024-01970-6","DOIUrl":"10.1007/s11307-024-01970-6","url":null,"abstract":"<p><strong>Purpose: </strong>The accurate assessment of inflammatory activity of the extraocular muscles (EOMs) in thyroid associated ophthalmopathy (TAO) is crucial for formulating subsequent treatment strategies and prognostic judgments. This study aims to explore the efficacy of using [<sup>68</sup>Ga]DOTATATE PET/CT to assess the inflammatory activity of EOMs in TAO patients.</p><p><strong>Procedures: </strong>This study enrolled 22 TAO patients and 6 healthy volunteers, all of whom underwent orbital [<sup>68</sup>Ga]DOTATATE PET/CT. Among these, 18 patients underwent orbital [<sup>99m</sup>Tc]DTPA SPECT/CT within one week, and the other 4 patients received orbital MRI. All imaging data were independently assessed, followed by comparative data analysis. The patients then received different treatment schemes, and their prognosis was followed up.</p><p><strong>Results: </strong>[<sup>68</sup>Ga]DOTATATE PET/CT could effectively evaluate the inflammatory activity of the EOMs in TAO patients and demonstrate good consistency with [<sup>99m</sup>Tc]DTPA SPECT/CT and orbital MRI, but show a better resolution to distinguish EOMs and surrounding structure. The receiver operating characteristic (ROC) curves for each EOM, treated as individual research units, exhibited an area under the curve (AUC) exceeding 0.9. The medial rectus demonstrated the highest involvement and diagnostic accuracy(AUC = 0.976, P < 0.001). Patients treated with glucocorticoids showed significantly higher SUVmax in EOMs compared to those receiving symptomatic treatment (P < 0.01).</p><p><strong>Conclusions: </strong>[<sup>68</sup>Ga]DOTATATE PET/CT is a reliable method for assessing the inflammatory activity of EOMs in TAO patients, providing strong objective evidence for the precise diagnosis and treatment.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"120-130"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142984235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
2-[18F]Fluoropropionic Acid PET Imaging of Doxorubicin-Induced Cardiotoxicity. 多柔比星诱发心脏毒性的 2-[18F]氟丙酸 PET 成像。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-14 DOI: 10.1007/s11307-024-01978-y
Juan A Azcona, Anja S Wacker, Chul-Hee Lee, Edward K Fung, Thomas M Jeitner, Onorina L Manzo, Annarita Di Lorenzo, John W Babich, Alejandro Amor-Coarasa, James M Kelly

Purpose: Treatment of pediatric cancers with doxorubicin is a common and predictable cause of cardiomyopathy. Early diagnosis of treatment-induced cardiotoxicity and intervention are major determinants for the prevention of advanced disease. The onset of cardiomyopathies is often accompanied by profound changes in lipid metabolism, including an enhanced uptake of short-chain fatty acids (SCFA). Therefore, we explored the utility of 2-[18F]fluoropropionic acid ([18F]FPA), an SCFA analog, as an imaging biomarker of cardiac injury in mice exposed to doxorubicin.

Procedures: Cardiotoxicity and cardiac dysfunction were induced in mice by an 8-dose regimen of doxorubicin (cumulative dose 24 mg/kg) administered over 14 days. The effects of doxorubicin exposure were assessed by measurement of heart weights, left ventricular ejection fractions, and blood cardiac troponin levels. Whole body and cardiac [18F]FPA uptakes were determined by PET and tissue gamma counting in the presence or absence of AZD3965, a pharmacological inhibitor of monocarboxylate transporter 1 (MCT1). Radiation absorbed doses were estimated using tissue time-activity concentrations.

Results: Significantly higher cardiac [18F]FPA uptake was observed in doxorubicin-treated animals. This uptake remained constant from 30 to 120 min post-injection. Pharmacological inhibition of MCT1-mediated transport by AZD3965 selectively decreased the uptake of [18F]FPA in tissues other than the heart. Co-administration of [18F]FPA and AZD3965 enhanced the imaging contrast of the diseased heart while reducing overall exposure to radioactivity.

Conclusions: [18F]FPA, especially when co-administered with AZD3965, is a new tool for imaging changes in fatty acid metabolism occurring in response to doxorubicin-induced cardiomyopathy by PET.

目的:用阿霉素治疗小儿癌症是心肌病的常见和可预测的原因。治疗引起的心脏毒性的早期诊断和干预是预防晚期疾病的主要决定因素。心肌病的发病通常伴随着脂质代谢的深刻变化,包括短链脂肪酸(SCFA)摄取的增强。因此,我们探索了SCFA类似物2-[18F]氟丙酸([18F]FPA)作为阿霉素暴露小鼠心脏损伤的成像生物标志物的效用。实验方法:用8剂量的阿霉素(累积剂量24mg /kg)给药14天,诱导小鼠心脏毒性和心功能障碍。通过测量心脏重量、左心室射血分数和血液心肌肌钙蛋白水平来评估阿霉素暴露的影响。在存在或不存在AZD3965(一种单羧酸转运蛋白1 (MCT1)的药理学抑制剂)的情况下,通过PET和组织伽马计数测定全身和心脏[18F]FPA摄入量。辐射吸收剂量用组织时间活动浓度估计。结果:阿霉素治疗的动物心脏[18F]FPA摄取明显增加。注射后30至120分钟,这种摄取保持不变。AZD3965对mct1介导的转运的药理学抑制选择性地降低了心脏以外组织对[18F]FPA的摄取。[18F]FPA和AZD3965联合使用可增强患病心脏的成像对比度,同时降低总体放射性暴露。结论:[18F]FPA,尤其是与AZD3965合用时,是PET检测阿霉素诱发心肌病时脂肪酸代谢变化的新工具。
{"title":"2-[<sup>18</sup>F]Fluoropropionic Acid PET Imaging of Doxorubicin-Induced Cardiotoxicity.","authors":"Juan A Azcona, Anja S Wacker, Chul-Hee Lee, Edward K Fung, Thomas M Jeitner, Onorina L Manzo, Annarita Di Lorenzo, John W Babich, Alejandro Amor-Coarasa, James M Kelly","doi":"10.1007/s11307-024-01978-y","DOIUrl":"10.1007/s11307-024-01978-y","url":null,"abstract":"<p><strong>Purpose: </strong>Treatment of pediatric cancers with doxorubicin is a common and predictable cause of cardiomyopathy. Early diagnosis of treatment-induced cardiotoxicity and intervention are major determinants for the prevention of advanced disease. The onset of cardiomyopathies is often accompanied by profound changes in lipid metabolism, including an enhanced uptake of short-chain fatty acids (SCFA). Therefore, we explored the utility of 2-[<sup>18</sup>F]fluoropropionic acid ([<sup>18</sup>F]FPA), an SCFA analog, as an imaging biomarker of cardiac injury in mice exposed to doxorubicin.</p><p><strong>Procedures: </strong>Cardiotoxicity and cardiac dysfunction were induced in mice by an 8-dose regimen of doxorubicin (cumulative dose 24 mg/kg) administered over 14 days. The effects of doxorubicin exposure were assessed by measurement of heart weights, left ventricular ejection fractions, and blood cardiac troponin levels. Whole body and cardiac [<sup>18</sup>F]FPA uptakes were determined by PET and tissue gamma counting in the presence or absence of AZD3965, a pharmacological inhibitor of monocarboxylate transporter 1 (MCT1). Radiation absorbed doses were estimated using tissue time-activity concentrations.</p><p><strong>Results: </strong>Significantly higher cardiac [<sup>18</sup>F]FPA uptake was observed in doxorubicin-treated animals. This uptake remained constant from 30 to 120 min post-injection. Pharmacological inhibition of MCT1-mediated transport by AZD3965 selectively decreased the uptake of [<sup>18</sup>F]FPA in tissues other than the heart. Co-administration of [<sup>18</sup>F]FPA and AZD3965 enhanced the imaging contrast of the diseased heart while reducing overall exposure to radioactivity.</p><p><strong>Conclusions: </strong>[<sup>18</sup>F]FPA, especially when co-administered with AZD3965, is a new tool for imaging changes in fatty acid metabolism occurring in response to doxorubicin-induced cardiomyopathy by PET.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"109-119"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11805620/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142984228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
In Vivo Mouse Abdominal Oxygen Imaging And Assessment of Subcutaneously Implanted Beta Cell Replacement Devices. 小鼠体内氧成像和评估皮下植入β细胞替代装置。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2024-12-04 DOI: 10.1007/s11307-024-01963-5
Irene Canavesi, Navin Viswakarma, Boris Epel, Mrignayani Kotecha
<p><strong>Purpose: </strong>Type 1 diabetes (T1D) is an autoimmune disease that leads to the loss of insulin-producing pancreatic beta cells. Beta cell replacement devices or bioartificial pancreas (BAP) have shown promise in curing T1D and providing long-term insulin independence without the need for immunosuppressants. Hypoxia in BAP devices damages cells and imposes limitations on device dimensions. Noninvasive in vivo oxygen imaging assessment of implanted BAP devices will provide the necessary feedback and improve the chances of success. Pulse-mode electron paramagnetic resonance (EPR) oxygen imaging (EPROI) using injectable trityl OX071 as the oxygen-sensitive agent is an excellent technique for obtaining partial oxygen pressure (pO<sub>2</sub>) maps in vitro and in vivo. In this study, our goal was to optimize in vivo mouse abdominal EPROI and demonstrate proof-of-concept pO<sub>2</sub> imaging of subcutaneously implanted BAP devices.</p><p><strong>Methods: </strong>All EPROI experiments were performed using a 25 mT EPROI instrument, JIVA-25®. For in vivo EPROI experiments, trityl OX071, a whole-body mouse resonator (∅32 mm × 35 mm), C57BL6 mice, and the inversion recovery electron spin echo (IRESE) pulse sequence were utilized. We investigated the signal amplitude and pO<sub>2</sub> in mouse abdomen region for intravenous (i.v.) and intraperitoneal (i.p.) injection methods with either only a single bolus (B) or bolus plus infusion (BI) for 72.2 mM OX071 and the effect of OX071 concentrations from 18 to 72.2 mM for the i.p.-B injection method. We also investigated the impact of animal respiratory rate on mouse abdominal pO<sub>2</sub>. Finally, we performed proof-of-concept pO<sub>2</sub> imaging of two subcutaneously implanted BAP devices, OxySite and TheraCyte. At the end of the four-week study, the TheraCyte devices were extracted and analyzed for fibrosis, vascular differentiation, and immune cell infiltration.</p><p><strong>Results: </strong>We established that mouse abdominal pO<sub>2</sub> remains stable irrespective of trityl injection methods, concentrations, imaging time, or animal breathing rate. We demonstrate that the i.p.-B and i.p.-BI methods are suitable for EPROI, and i.p.-B method provides higher signal amplitude compared to i.v.-BI and up to 75 min of imaging. An injection with a reduced trityl concentration and higher volume provides higher signal amplitude for i.p.-B method at the beginning. We also highlight the advantage of milder anesthesia for consistent, reliable mouse pO<sub>2</sub> imaging. Finally, we demonstrate that EPROI could provide longitudinal noninvasive oxygen assessment of subcutaneously implanted BAP devices in vivo.</p><p><strong>Conclusions: </strong>In vivo EPROI is a reliable technique for mouse abdominal oxygen imaging and longitudinal assessment of subcutaneously implanted BAP devices noninvasively. This work reports abdominal oxygen imaging in the mouse model and demonstrates its application
目的:1型糖尿病(T1D)是一种自身免疫性疾病,导致产生胰岛素的胰腺β细胞的损失。β细胞替代装置或生物人工胰腺(BAP)在治疗T1D和提供长期胰岛素依赖性而不需要免疫抑制剂方面显示出前景。BAP设备中的缺氧会损害细胞并限制设备尺寸。植入BAP装置的无创体内氧成像评估将提供必要的反馈并提高成功的机会。脉冲模式电子顺磁共振(EPR)氧成像(EPROI)是一种获得体内和体外氧分压(pO2)图的良好技术。在这项研究中,我们的目标是优化体内小鼠腹部EPROI,并证明皮下植入BAP装置的pO2成像的概念验证。方法:所有EPROI实验均采用25mt EPROI仪器JIVA-25®进行。体内EPROI实验采用三硝基OX071,小鼠全身谐振器(∅32 mm × 35 mm), C57BL6小鼠,逆恢复电子自旋回波(IRESE)脉冲序列。我们研究了72.2 mM OX071单剂量(B)和单剂量(BI)静脉注射和腹腔注射两种注射方式对小鼠腹部信号幅度和pO2的影响,以及18 ~ 72.2 mM注射方式对OX071浓度的影响。我们还研究了动物呼吸频率对小鼠腹部pO2的影响。最后,我们对两个皮下植入的BAP装置OxySite和TheraCyte进行了pO2成像的概念验证。在为期四周的研究结束时,提取TheraCyte装置并分析其纤维化、血管分化和免疫细胞浸润情况。结果:我们确定小鼠腹部pO2保持稳定,与三丁基注射方法、浓度、成像时间或动物呼吸频率无关。我们证明了ipp - b和ipp - bi方法适用于EPROI, ipp - b方法比ivv - bi方法提供更高的信号幅度和长达75分钟的成像。三戊基浓度降低、体积增大的进样在初始阶段为ipp - b法提供了较高的信号幅度。我们还强调了轻微麻醉对一致、可靠的小鼠pO2成像的优势。最后,我们证明EPROI可以在体内对皮下植入的BAP装置进行纵向无创氧评估。结论:体内EPROI是一种可靠的技术,用于小鼠腹部氧成像和无创皮下植入BAP装置的纵向评估。本工作报道了小鼠模型的腹部氧成像,并展示了其在BAP装置评估中的应用。尽管这项工作的应用重点是细胞治疗,但所开发的技术将在生物医学领域有更广泛的应用。
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引用次数: 0
Visions by WIMIN: Imposter Phenomenon. WIMIN的愿景:冒名顶替现象。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-07 DOI: 10.1007/s11307-024-01971-5
Eman Akam-Baxter, Christine M O'Brien, Sanhita Sinharay, Veronica Clavijo-Jordan, Susana Bulnes Rodriguez, Jenny Nneka Ijoma, Anmol Kustagi, Mahnue Sahn, Fatoumata Diop, Kyeara Mack, Natasha Malonza, Natalia Herrero Alvarez

The imposter phenomenon (IP) is a destructive set of beliefs, traits, and experiences in which high-achieving individuals fail to internalize their accomplishments and falsely perceive themselves as frauds. IP is a function of underrepresentation and contributes to and perpetuates a cycle of low self-worth, perfectionism, and anxiety, all of which negatively affect job performance and reinforce the IP cycle. Mitigating the deleterious effects of IP requires first naming this phenomenon and recognizing the patterns of IP. In this article, we summarize pertinent social science literature on this topic and share experiences of IP as told by the authors and anonymous contributors. We highlight the potential destructive effects of IP, as well as strategies that mentors and trainees can utilize to counter this phenomenon.

冒名顶替现象(IP)是一组具有破坏性的信念、特征和经历,在这些信念、特征和经历中,高成就的个体无法将自己的成就内化,并错误地将自己视为骗子。IP是一个代表性不足的功能,有助于并延续低自我价值、完美主义和焦虑的循环,所有这些都对工作绩效产生负面影响,并加强IP循环。减轻知识产权的有害影响需要首先指出这一现象并认识到知识产权的模式。在本文中,我们总结了有关这一主题的相关社会科学文献,并分享了作者和匿名贡献者讲述的知识产权经验。我们强调了知识产权潜在的破坏性影响,以及导师和学员可以利用的策略来应对这一现象。
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引用次数: 0
Deep Radiogenomics Sequencing for Breast Tumor Gene-Phenotype Decoding Using Dynamic Contrast Magnetic Resonance Imaging. 使用动态对比磁共振成像进行乳腺肿瘤基因表型解码的深度放射基因组测序。
IF 3 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-02-01 Epub Date: 2025-01-15 DOI: 10.1007/s11307-025-01981-x
Isaac Shiri, Yazdan Salimi, Pooya Mohammadi Kazaj, Sara Bagherieh, Mehdi Amini, Abdollah Saberi Manesh, Habib Zaidi

Purpose: We aim to perform radiogenomic profiling of breast cancer tumors using dynamic contrast magnetic resonance imaging (MRI) for the estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) genes.

Methods: The dataset used in the current study consists of imaging data of 922 biopsy-confirmed invasive breast cancer patients with ER, PR, and HER2 gene mutation status. Breast MR images, including a T1-weighted pre-contrast sequence and three post-contrast sequences, were enrolled for analysis. All images were corrected using N4 bias correction algorithms. Based on all images and tumor masks, a bounding box of 128 × 128 × 68 was chosen to include all tumor regions. All networks were implemented in 3D fashion with input sizes of 128 × 128 × 68, and four images were input to each network for multi-channel analysis. Data were randomly split into train/validation (80%) and test set (20%) with stratification in class (patient-wise), and all metrics were reported in 20% of the untouched test dataset.

Results: For ER prediction, SEResNet50 achieved an AUC mean of 0.695 (CI95%: 0.610-0.775), a sensitivity of 0.564, and a specificity of 0.787. For PR prediction, ResNet34 achieved an AUC mean of 0.658 (95% CI: 0.573-0.741), a sensitivity of 0.593, and a specificity of 0.734. For HER2 prediction, SEResNext101 achieved an AUC mean of 0.698 (95% CI: 0.560-0.822), a sensitivity of 0.750, and a specificity of 0.625.

Conclusion: The current study demonstrated the feasibility of imaging gene-phenotype decoding in breast tumors using MR images and deep learning algorithms with moderate performance.

目的:我们的目标是利用动态对比磁共振成像(MRI)对乳腺癌肿瘤进行雌激素受体(ER)、孕激素受体(PR)和人表皮生长因子受体2 (HER2)基因的放射基因组谱分析。方法:本研究使用的数据集包括922例活检证实的ER、PR和HER2基因突变状态的浸润性乳腺癌患者的影像学数据。乳腺MR图像,包括t1加权前对比序列和三个后对比序列,被纳入分析。所有图像均采用N4偏置校正算法进行校正。基于所有图像和肿瘤蒙版,选择一个128 × 128 × 68的边界框来包含所有肿瘤区域。所有网络均以3D方式实现,输入尺寸为128 × 128 × 68,每个网络输入4张图像进行多通道分析。数据被随机分成训练/验证(80%)和测试集(20%),并按类别(患者方向)分层,所有指标在20%的未动测试数据集中报告。结果:SEResNet50预测ER的AUC平均值为0.695 (CI95%: 0.610-0.775),敏感性为0.564,特异性为0.787。对于PR预测,ResNet34的AUC平均值为0.658 (95% CI: 0.573-0.741),敏感性为0.593,特异性为0.734。对于HER2预测,SEResNext101的AUC平均值为0.698 (95% CI: 0.60 -0.822),敏感性为0.750,特异性为0.625。结论:本研究证明了利用磁共振图像和深度学习算法进行乳腺肿瘤基因表型解码成像的可行性。
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引用次数: 0
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Molecular Imaging and Biology
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