Dosimetry

剂量测定法
  • 文章类型: Journal Article
    6FFF光束的剂量测定输出,VarianTrueBeam直线加速器生产的产品随着时间的推移表现出意想不到的下降趋势,这与既定的预期相反。为了阐明这种不典型趋势的原因,对直线加速器在其生命周期内的质量控制结果进行了审查,包括,剂量测定输出的恒定性检查,光束能量,平整度和对称性,和百分比深度剂量特征。这些结果补充了一系列全面的测量,包括使用一维二极管阵列进行的平面度和对称性测量,具有平行板室的光子束的建立区域的高分辨率测量和作为X射线目标位置的函数的束输出的测量。对直线加速器的质量控制结果和补充测试的审查发现直线加速器的性能与调试和基线测量没有偏差。然而,6FFF光束输出表现出对目标位置相对于其默认位置的显著依赖性,以0.5毫米的目标平移增加5.43%,表明目标退化是非典型输出趋势的原因。输出行为的变化被认为是初级电子逃离退化目标并与直线加速器的监视器室相互作用的结果。更换X射线靶导致6FFF输出与预期趋势重新对准。由于强大的质量控制趋势数据库和对典型输出行为的认识,未发现目标退化。这些结果证明了数据趋势对识别组件故障的重要性,并为中心提供了识别此潜在故障的知识。
    The dosimetric output of a 6FFF beam, produced from a Varian TrueBeam linac exhibited an unexpected downward trend over time that was contrary to well-established expectations. To elucidate the cause of this uncharacteristic trend, a review of the linac\'s quality control results over its lifetime was performed, including, constancy checks of the dosimetric output, beam energy, flatness and symmetry, and percentage depth dose characteristics. These results were supplemented with a comprehensive series of measurements including flatness and symmetry measurements with a 1D-diode array, high-resolution measurements of the photon beam\'s build-up region with a parallel-plate chamber and measurement of the beam\'s output as a function of the x-ray target position. The review of the linac\'s QC results and supplemental tests identified no deviations in the linac\'s performance from its commissioning and baseline measurements. However, the 6FFF beam output exhibited a significant dependence on the target location relative to its default position, increasing by 5.43 % with a 0.5 mm target translation, indicating that target degradation was the cause of the atypical output trend. The change in output behaviour was believed to be the result of primary electrons escaping the degraded target and interacting with the linac\'s monitor chamber. Replacement of the x-ray target caused the 6FFF output to realign with expected trends. Target degradation was uncovered due to a robust quality control trending database and awareness of typical output behaviour. These results demonstrate the importance of data trending to identify component failure and provide centres with knowledge to recognise this potential fault.
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  • 文章类型: Journal Article
    背景:正电子发射断层扫描(PET)现在是冠状动脉疾病中心肌灌注显像(MPI)的既定诊断方法,这是全球死亡的主要原因。可用的示踪剂显示出一些局限性,因此,18F标记的示踪剂现在需求量很大。对正常Wistar大鼠的临床前研究旨在表征两种潜能,新颖的放射性示踪剂,[18F]SYN1和[18F]SYN2,以评估哪个是PETMPI心脏示踪剂的更好候选者。
    结果:动态microPET图像显示两种示踪剂的心肌摄取迅速。然而,[18F]SYN2的摄取较高且稳定,平均标准化摄取值为3.8.生物分布研究证实,与[18F]SYN1(1.84%ID/g在15分钟和0.32%ID/g在6小时)相比,心肌中的[18F]SYN2摄取高且稳定(15分钟为3.02%ID/g,6小时为2.79%ID/g)。在剂量学研究中确定的关键器官是小肠和肾脏。人的估计有效剂量为[18F]SYN1的0.00714mSv/MBq和[18F]SYN2的0.0109mSv/MBq。2mg/kg的测试剂量水平被认为是两种候选物的未观察到的不良反应水平(NOAEL)。[18F]SYN2取得了较好的结果,因此,仅对该示踪剂进行了进一步的临床前研究.放射性配体结合测定显示来自68个测定的3个显著响应:毒蕈碱乙酰胆碱M1和M2受体和钾通道hERG。该化合物主要通过氧化N-脱烷基化代谢,而氟取代基未与分子分离。
    结论:[18F]SYN2表现出良好的药效学和药代动力学特征,这使得在microPET中可以清晰地看到心脏。在具有中等辐射暴露的正常大鼠的研究中,该化合物具有良好的耐受性。该结果鼓励在临床研究中进一步探索[18F]SYN2。
    BACKGROUND: Positron emission tomography (PET) is now an established diagnostic method for myocardial perfusion imaging (MPI) in coronary artery disease, which is the main cause of death globally. The available tracers show several limitations, therefore, the 18F-labelled tracer is in high demand nowadays. The preclinical studies on normal Wistar rats aimed to characterise two potential, novel radiotracers, [18F]SYN1 and [18F]SYN2, to evaluate which is a better candidate for PET MPI cardiotracer.
    RESULTS: The dynamic microPET images showed rapid myocardial uptake for both tracers. However, the uptake was higher and also stable for [18F]SYN2, with an average standardized uptake value of 3.8. The biodistribution studies confirmed that [18F]SYN2 uptake in the cardiac muscle was high and stable (3.02%ID/g at 15 min and 2.79%ID/g at 6 h) compared to [18F]SYN1 (1.84%ID/g at 15 min and 0.32%ID/g at 6 h). The critical organs determined in dosimetry studies were the small intestine and the kidneys. The estimated effective dose for humans was 0.00714 mSv/MBq for [18F]SYN1 and 0.0109 mSv/MBq for [18F]SYN2. The tested dose level of 2 mg/kg was considered to be the No Observed Adverse Effect Level (NOAEL) for both candidates. The better results were achieved for [18F]SYN2, therefore, further preclinical studies were conducted only for this tracer. Radioligand binding assays showed significant responses in 3 from 68 assays: muscarinic acetylcholine M1 and M2 receptors and potassium channel hERG. The compound was mostly metabolised via an oxidative N-dealkylation, while the fluor substituent was not separated from the molecule.
    CONCLUSIONS: [18F]SYN2 showed a favourable pharmacodynamic and pharmacokinetic profile, which enabled a clear visualization of the heart in microPET. The compound was well-tolerated in studies in normal rats with moderate radiation exposure. The results encourage further exploration of [18F]SYN2 in clinical studies.
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  • 文章类型: Journal Article
    基于图像的剂量测定引导的放射性药物治疗具有通过限制对风险器官的毒性并最大化治疗效果来个性化治疗的潜力。核医学和分子成像协会的177Lu剂量测定挑战包括5项任务,评估剂量测定工作流程的变异性。第五个任务调查了与最后一步相关的可变性,剂量转换,本研究所基于的剂量测定工作流程。方法:由2名医学物理学家使用不同的软件评估参考变异性,方法,以及挑战中提供的输入分割格式和时间点的所有可能组合。计算了参与者提交的全球吸收剂量值的一般描述性统计,变异性是用四分位数离散系数测量的。结果:对于肝脏,其中包括高摄取的病变,变异高达36%。基线分析显示,肝脏吸收剂量结果的变异性为29%,数据集包括和排除的病变进行分组,这表明正常肝脏病变治疗方式的变化是变异性的重要来源。对于其他器官和病变,变异性在7%以内,独立于使用的软件,除了局部沉积方法。结论:剂量测定方法或软件的选择对剂量估计的总体变异性有很小的贡献。
    Image-based dosimetry-guided radiopharmaceutical therapy has the potential to personalize treatment by limiting toxicity to organs at risk and maximizing the therapeutic effect. The 177Lu dosimetry challenge of the Society of Nuclear Medicine and Molecular Imaging consisted of 5 tasks assessing the variability in the dosimetry workflow. The fifth task investigated the variability associated with the last step, dose conversion, of the dosimetry workflow on which this study is based. Methods: Reference variability was assessed by 2 medical physicists using different software, methods, and all possible combinations of input segmentation formats and time points as provided in the challenge. General descriptive statistics for absorbed dose values from the global submissions from participants were calculated, and variability was measured using the quartile coefficient of dispersion. Results: For the liver, which included lesions with high uptake, variabilities of up to 36% were found. The baseline analysis showed a variability of 29% in absorbed dose results for the liver from datasets where lesions included and excluded were grouped, indicating that variation in how lesions in normal liver were treated was a significant source of variability. For other organs and lesions, variability was within 7%, independently of software used except for the local deposition method. Conclusion: The choice of dosimetry method or software had a small contribution to the overall variability of dose estimates.
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  • 文章类型: Journal Article
    已经出现了使用靶向前列腺特异性膜抗原(PSMA)的放射性药物治疗转移性去势抵抗性前列腺癌的新型治疗方法。177Lu的物理性质和商业可用性使其成为放射性药物治疗(RPT)最常用的放射性核素之一。在这篇文献综述中,我们旨在比较最常用的[177Lu]Lu-PSMARPT化合物的剂量学。方法:这是[177Lu]Lu-PSMARPT(617,I&T,和J591)前列腺癌患者的剂量学。每个危险器官的吸收剂量(Gy/GBq,腮腺和颌下腺,骨髓,肝脏,和泪腺)和肿瘤病变(骨和非骨病变)从纳入的文章中提取。这些用于估计每种药物的合并平均吸收剂量,以Gy/GBq和Gy/周期为单位,标准化为VISION(7.4GBq)中使用的注射活性(每个周期),SPLASH(6.8GBq),和PROSTACT试验(5.8GBq)。结果:包含535名患者的29篇发表的文章被纳入荟萃分析。[177Lu]Lu-PSMA-617和[177Lu]Lu-PSMA-I&T的合并剂量(各研究的加权平均值)为4.04Gy/GBq(17项研究,297名患者)和4.70Gy/GBq(10项研究,153名患者)用于肾脏(P=0.10),5.85Gy/GBq(14项研究,216例患者)和2.62Gy/GBq(5项研究,86例)为腮腺炎(P<0.01),5.15Gy/GBq(5项研究,81例患者)和4.35Gy/GBq(1项研究,18例患者)下颌下腺(P=0.56),11.03Gy/GBq(6项研究,121例患者)和19.23Gy/GBq(3项研究,53例)泪腺(P=0.20),0.24Gy/GBq(12项研究,183名患者)和0.19Gy/GBq(4项研究,68例患者)对于骨髓(P=0.31),和1.11Gy/GBq(9项研究,154例患者)和0.56Gy/GBq(4项研究,56例患者)为肝脏(P=0.05),分别。在软组织肿瘤病变中,[177Lu]Lu-PSMA-617的平均肿瘤剂量往往高于[177Lu]Lu-PSMA-I&T(4.19vs.2.94Gy/GBq;P=0.26)。[177Lu]Lu-J591的剂量学数据仅限于一项已发表的35例患者的研究,报告的肾脏吸收剂量为1.41、0.32和2.10Gy/GBq,骨髓,还有肝脏,分别。结论:在这项荟萃分析中,[177Lu]Lu-PSMA-I&T与[177Lu]Lu-PSMA-617的吸收剂量无显著差异。[177Lu]Lu-PSMA-I&T的肾脏剂量可能更高,而[177Lu]Lu-PSMA-617的肿瘤病变剂量可能更高。目前尚不清楚这一发现是否有任何临床影响。剂量学方法在研究中具有惊人的异质性,强调标准化的必要性。
    Novel theranostic approaches using radiopharmaceuticals targeting prostate-specific membrane antigen (PSMA) have emerged for treating metastatic castration-resistant prostate cancer. The physical properties and commercial availability of 177Lu make it one of the most used radionuclides for radiopharmaceutical therapy (RPT). In this literature review, we aimed at comparing the dosimetry of the most used [177Lu]Lu-PSMA RPT compounds. Methods: This was a systematic review and metaanalysis of [177Lu]Lu-PSMA RPT (617, I&T, and J591) dosimetry in patients with prostate cancer. Absorbed doses in Gy/GBq for each organ at risk (kidney, parotid and submandibular glands, bone marrow, liver, and lacrimal glands) and for tumor lesions (bone and nonbone lesions) were extracted from included articles. These were used to estimate the pooled average absorbed dose of each agent in Gy/GBq and in Gy/cycle, normalized to the injected activity (per cycle) used in the VISION (7.4 GBq), SPLASH (6.8 GBq), and PROSTACT trials (5.8 GBq). Results: Twenty-nine published articles comprising 535 patients were included in the metaanalysis. The pooled doses (weighted average across studies) of [177Lu]Lu-PSMA-617 and [177Lu]Lu-PSMA-I&T were 4.04 Gy/GBq (17 studies, 297 patients) and 4.70 Gy/GBq (10 studies, 153 patients) for the kidney (P = 0.10), 5.85 Gy/GBq (14 studies, 216 patients) and 2.62 Gy/GBq (5 studies, 86 patients) for the parotids (P < 0.01), 5.15 Gy/GBq (5 studies, 81 patients) and 4.35 Gy/GBq (1 study, 18 patients) for the submandibular glands (P = 0.56), 11.03 Gy/GBq (6 studies, 121 patients) and 19.23 Gy/GBq (3 studies, 53 patients) for the lacrimal glands (P = 0.20), 0.24 Gy/GBq (12 studies, 183 patients) and 0.19 Gy/GBq (4 studies, 68 patients) for the bone marrow (P = 0.31), and 1.11 Gy/GBq (9 studies, 154 patients) and 0.56 Gy/GBq (4 studies, 56 patients) for the liver (P = 0.05), respectively. Average tumor doses tended to be higher for [177Lu]Lu-PSMA-617 than for [177Lu]Lu-PSMA-I&T in soft tissue tumor lesions (4.19 vs. 2.94 Gy/GBq; P = 0.26). Dosimetry data of [177Lu]Lu-J591 were limited to one published study of 35 patients with reported absorbed doses of 1.41, 0.32, and 2.10 Gy/GBq to the kidney, bone marrow, and liver, respectively. Conclusion: In this metaanalysis, there was no significant difference in absorbed dose between [177Lu]Lu-PSMA-I&T and [177Lu]Lu-PSMA-617. There was a possible trend toward a higher kidney dose with [177Lu]Lu-PSMA-I&T and a higher tumor lesion dose with [177Lu]Lu-PSMA-617. It remains unknown whether this finding has any clinical impact. The dosimetry methodologies were strikingly heterogeneous among studies, emphasizing the need for standardization.
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  • 文章类型: Journal Article
    使用90Y选择性内部放射疗法(SIRT)治疗肝脏恶性肿瘤可能会损害功能性肝实质。评估功能性实质变化并开发吸收剂量(AD)毒性模型可以帮助接受SIRT的患者的临床管理。我们旨在确定在SIRT之前和之后,90YPETAD体素图与动态gadoxetic酸增强MRI得出的非肿瘤肝脏(NTL)功能的空间变化之间是否存在相关性。方法:对11例接受90YSIRT治疗的患者,在治疗前后进行动态gadoxetic酸增强MRI扫描。从MRI数据生成直接量化空间肝实质功能的Gadoxetic酸摄取率(k1)图。基于体素的AD地图,来自90YPET/CT扫描,根据AD分类。SIRT前和后k1图被共同注册到AD图。计算每个箱中k1损失的绝对和百分比,作为肝功能损失的量度,对每位患者的k1丢失和AD之间的Spearman相关系数进行评估。患者的平均k1损失符合基于AD的3参数逻辑函数。根据病变类型将患者进一步分为亚组,基线白蛋白-胆红素评分和丙氨酸转氨酶水平,剂量-体积效应,和SIRT治疗的数量。结果:在大多数患者(8/11)中,k1绝对丢失和百分比丢失与AD之间存在显着正相关(ρ=0.53-0.99,P<0.001)。9例患者的平均k1损失也显示出与AD的显着强相关性(ρ≥0.92,P<0.001)。AD患者k1丢失的平均百分比为28%,逻辑函数模型表明,在约100Gy时,k1损失约25%。患者亚组之间的分析表明,在肝细胞癌患者中k1丢失更大,更高的丙氨酸转氨酶水平,接受70Gy或更高AD的NTL的分数更大,和连续SIRT治疗。结论:多模态成像的新应用证明了90YSIRTAD与空间功能性肝实质降解之间的相关性,表明较高的AD与局部肝细胞功能的较大丧失有关。有了开发的响应模型,PET衍生的AD图可以潜在地用于识别肝脏中的局部损伤并增强治疗策略。
    Functional liver parenchyma can be damaged from treatment of liver malignancies with 90Y selective internal radiation therapy (SIRT). Evaluating functional parenchymal changes and developing an absorbed dose (AD)-toxicity model can assist the clinical management of patients receiving SIRT. We aimed to determine whether there is a correlation between 90Y PET AD voxel maps and spatial changes in the nontumoral liver (NTL) function derived from dynamic gadoxetic acid-enhanced MRI before and after SIRT. Methods: Dynamic gadoxetic acid-enhanced MRI scans were acquired before and after treatment for 11 patients undergoing 90Y SIRT. Gadoxetic acid uptake rate (k1) maps that directly quantify spatial liver parenchymal function were generated from MRI data. Voxel-based AD maps, derived from the 90Y PET/CT scans, were binned according to AD. Pre- and post-SIRT k1 maps were coregistered to the AD map. Absolute and percentage k1 loss in each bin was calculated as a measure of loss of liver function, and Spearman correlation coefficients between k1 loss and AD were evaluated for each patient. Average k1 loss over the patients was fit to a 3-parameter logistic function based on AD. Patients were further stratified into subgroups based on lesion type, baseline albumin-bilirubin scores and alanine transaminase levels, dose-volume effect, and number of SIRT treatments. Results: Significant positive correlations (ρ = 0.53-0.99, P < 0.001) between both absolute and percentage k1 loss and AD were observed in most patients (8/11). The average k1 loss over 9 patients also exhibited a significant strong correlation with AD (ρ ≥ 0.92, P < 0.001). The average percentage k1 loss of patients across AD bins was 28%, with a logistic function model demonstrating about a 25% k1 loss at about 100 Gy. Analysis between patient subgroups demonstrated that k1 loss was greater among patients with hepatocellular carcinoma, higher alanine transaminase levels, larger fractional volumes of NTL receiving an AD of 70 Gy or more, and sequential SIRT treatments. Conclusion: Novel application of multimodality imaging demonstrated a correlation between 90Y SIRT AD and spatial functional liver parenchymal degradation, indicating that a higher AD is associated with a larger loss of local hepatocyte function. With the developed response models, PET-derived AD maps can potentially be used prospectively to identify localized damage in liver and to enhance treatment strategies.
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  • 文章类型: Journal Article
    目的:本研究调查了市售塑料闪烁体的潜力,ExradinW2,作为超高剂量率(UHDR)电子束的实时剂量计。这项工作旨在表征该系统在UHDR条件下的性能,并解决其他常规剂量测定系统固有的局限性。
    方法:我们使用来自FLASH研究扩展(FLEX)系统的16MeVUHDR电子束评估了W2作为UHDR电子剂量计的性能。此外,供应商提供了beta固件升级,以更好地处理UHDR环境中生成的高信号。我们评估了每脉冲剂量的W2,脉冲重复率,电荷与距离的关系,和脉冲线性。将吸收剂量测量值与平面平行电离室的测量值进行比较,光激发发光剂量计和辐射变色胶片。
    结果:我们观察到,与1×3mmW2闪烁体相比,具有MAXSD的1×1mmW2闪烁体更适合于UHDR剂量测定,能够在2%的精度范围内匹配胶片测量,每脉冲剂量高达3.6Gy/脉冲。W2准确地确定了电荷与虚拟源距离的平方反比关系,所有通道的R2为1.00。用W2准确地测量脉冲线性,表明对递送的脉冲数的成比例响应。当在FLEX系统的可用重复频率(18-180脉冲/秒)之间切换时,对W2的测量电荷没有明显影响。在脉冲频率上固化一致的光束输出。
    结论:这项研究在UHDR电子束中测试了商用塑料闪烁体探测器,为其潜在的实时用途铺平道路,用于未来FLASH放射治疗的患者特异性剂量学工具。需要进一步的研究来测试和改进W2剂量测定系统的信号处理,以使用极高的每脉冲剂量和脉冲数在UHDR环境中进行准确测量。
    OBJECTIVE: This study investigated the potential of a commercially available plastic scintillator, the Exradin W2, as a real-time dosimeter for ultra-high-dose-rate (UHDR) electron beams. This work aimed to characterize this system\'s performance under UHDR conditions and addressed limitations inherent to other conventional dosimetry systems.
    METHODS: We assessed the W2\'s performance as a UHDR electron dosimeter using a 16 MeV UHDR electron beam from the FLASH research extension (FLEX) system. Additionally, the vendor provided a beta firmware upgrade to better handle the processing of the high signal generated in the UHDR environment. We evaluated the W2 regarding dose-per-pulse, pulse repetition rate, charge versus distance, and pulse linearity. Absorbed dose measurements were compared against those from a plane-parallel ionization chamber, optically stimulated luminescent dosimeters and radiochromic film.
    RESULTS: We observed that the 1 × 1 mm W2 scintillator with the MAX SD was more suitable for UHDR dosimetry compared to the 1 × 3 mm W2 scintillator, capable of matching film measurements within 2% accuracy for dose-per-pulse up to 3.6 Gy/pulse. The W2 accurately ascertained the inverse square relationship regarding charge versus virtual source distance with R2 of ∼1.00 for all channels. Pulse linearity was accurately measured with the W2, demonstrating a proportional response to the delivered pulse number. There was no discernible impact on the measured charge of the W2 when switching between the available repetition rates of the FLEX system (18-180 pulses/s), solidifying consistent beam output across pulse frequencies.
    CONCLUSIONS: This study tested a commercial plastic scintillator detector in a UHDR electron beam, paving the way for its potential use as a real-time, patient-specific dosimetry tool for future FLASH radiotherapy treatments. Further research is warranted to test and improve the signal processing of the W2 dosimetry system to accurately measure in UHDR environments using exceedingly high dose-per-pulse and pulse numbers.
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  • 文章类型: Journal Article
    目的:描述6个月的安全性,在首次人体试验中,成像玻璃钇-90放射性栓塞治疗不可切除的肝细胞癌(HCC)后的功效和多模态成像性方法:Eye90微球®(Eye90),FDA突破性的指定设备,是在CT和SPECT/CT上可见的玻璃不透射线的Y-90微球。在一项前瞻性开放标签试点试验中,六名无法切除的HCC患者接受了选择性(≤2段)Eye90治疗。关键纳入标准包括仅肝HCC,ECOG≤1,病变总长度≤9cm,Child-PughA.采用前瞻性分区剂量学。安全,生物化学,毒性,不良事件(AE),评估了CT和SPECT/CT的多模态成像能力以及3和6个月MRI局部改良RECIST(mRECIST)反应。
    结果:6名HCC患者(7个病灶)接受Eye90治疗,随访180天。行政成功率为100%。90眼CT射线不透性分布与SPECT/CT相关。在6名受试者中观察到3名(50%)的目标病变完全反应,在2名(33.3%)中观察到部分反应。在180天不能评估两个受试者。180天,目标病变完全缓解3例(50%),部分缓解1例(16.7%).所有受试者报告了AE,5例报告与治疗相关的AE。没有治疗相关的严重AE。
    结论:Eye90在6名不可切除的HCC患者中安全有效,长达6个月。眼睛90可通过CT和SPECT/CT成像,CT射线不透性与SPECT/CT放射性分布之间存在相关性。Eye90提供了以前无法获得的基于CT的肿瘤靶向信息。
    OBJECTIVE: To Describe 6-Month safety, efficacy and multimodal imageability after imageable glass Yttrium-90 radioembolization for unresectable Hepatocellular Carcinoma (HCC) in a First-in Human Trial METHODS: Eye90 microspheres® (Eye90), an FDA Breakthrough Designated Device, are glass radiopaque Y-90 microspheres visible on CT and SPECT/CT. Six subjects with unresectable HCC underwent selective (≤ 2 segments) Eye90 treatment in a prospective open-label pilot trial. Key inclusion criteria included liver only HCC, ECOG ≤ 1, total lesion length ≤ 9 cm and Child-Pugh A. Prospective partition dosimetry was utilized. Safety, biochemistry, toxicity, adverse events (AE), multimodal imageability on CT and SPECT/CT and 3 and 6-month MRI local modified RECIST (mRECIST) response was evaluated.
    RESULTS: 6 subjects with HCC (7 lesions) were treated with Eye90 and followed to 180 days. Administration success was 100%. Eye90 CT radiopacity distribution correlated with SPECT/CT. Target lesion complete response was observed in 3 of 6 subjects (50%) and partial response in 2 (33.3%). Two subjects could not be assessed at 180 days. At 180 days, target lesion complete response was maintained in 3 subjects (50%) and partial response in 1 (16.7%). All subjects reported AEs, and 5 reported AEs related to treatment. There were no treatment related serious AEs.
    CONCLUSIONS: Eye90 was safe and effective in six subjects with unresectable HCC up to 6 months. Eye90 was imageable via CT and SPECT/CT with correlation between CT radiopacity and SPECT/CT radioactivity distribution. Eye90 provided previously unavailable CT based tumor targeting information.
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  • 文章类型: Journal Article
    背景:对于剂量学,对全身SPECT/CT成像的需求,双头愤怒相机需要较长的采集时间,正在增加。在这里,我们评估了稀疏获取的投影,并评估了添加深度学习生成的合成中间投影(SIP)是否可以在保持剂量测定准确性的同时提高图像质量。
    方法:本研究包括16例患者,用177Lu-DOTATATE进行SPECT/CT成像(120个投影,120P)在四个时间点。设计并训练深度神经网络(CUSIP),以从30个获得的投影(30P)中编译90个SIP。120P,30P,并使用基于蒙特卡洛的OSEM重建重建了三个不同的CUSIP集(30P90SIP)(产生120P_rec,30P_rec,和CUSIP_recs)。视觉比较噪声水平。归一化均方根误差的定量测量,归一化平均绝对误差,峰值信噪比,和结构相似性进行了评估,对每个重建组的肾脏和骨髓吸收剂量进行估算。
    结果:使用SIP在视觉上改善了噪声水平。所有定量测量都显示出CUSIP集和120P之间的高度相似性。线性回归显示,所有重建装置的肾脏和骨髓吸收剂量几乎完全一致,与120P_rec的剂量相比(R2≥0.97)。与120P_rec相比,肾脏吸收剂量的平均相对差异,对于所有重建集,在3%以内。对于骨髓吸收剂量,相对差异有更高的耗散,CUSIP_recs的平均相对差异优于30P_rec(4%以内,9%)。30P_rec的肾脏和骨髓吸收剂量与120_rec的有统计学意义。与最佳表现的CUSIP_rec的吸收剂量相反,没有发现统计学上的显著差异。
    结论:进行SPECT/CT重建时,使用SIP可以大大减少SPECT/CT成像中的采集持续时间,能够以令人满意的剂量精度采集高图像质量的多个视场。
    BACKGROUND: For dosimetry, the demand for whole-body SPECT/CT imaging, which require long acquisition durations with dual-head Anger cameras, is increasing. Here we evaluated sparsely acquired projections and assessed whether the addition of deep-learning-generated synthetic intermediate projections (SIPs) could improve the image quality while preserving dosimetric accuracy.
    METHODS: This study included 16 patients treated with 177Lu-DOTATATE with SPECT/CT imaging (120 projections, 120P) at four time points. Deep neural networks (CUSIPs) were designed and trained to compile 90 SIPs from 30 acquired projections (30P). The 120P, 30P, and three different CUSIP sets (30P + 90 SIPs) were reconstructed using Monte Carlo-based OSEM reconstruction (yielding 120P_rec, 30P_rec, and CUSIP_recs). The noise levels were visually compared. Quantitative measures of normalised root mean square error, normalised mean absolute error, peak signal-to-noise ratio, and structural similarity were evaluated, and kidney and bone marrow absorbed doses were estimated for each reconstruction set.
    RESULTS: The use of SIPs visually improved noise levels. All quantitative measures demonstrated high similarity between CUSIP sets and 120P. Linear regression showed nearly perfect concordance of the kidney and bone marrow absorbed doses for all reconstruction sets, compared to the doses of 120P_rec (R2 ≥ 0.97). Compared to 120P_rec, the mean relative difference in kidney absorbed dose, for all reconstruction sets, was within 3%. For bone marrow absorbed doses, there was a higher dissipation in relative differences, and CUSIP_recs outperformed 30P_rec in mean relative difference (within 4% compared to 9%). Kidney and bone marrow absorbed doses for 30P_rec were statistically significantly different from those of 120_rec, as opposed to the absorbed doses of the best performing CUSIP_rec, where no statistically significant difference was found.
    CONCLUSIONS: When performing SPECT/CT reconstruction, the use of SIPs can substantially reduce acquisition durations in SPECT/CT imaging, enabling acquisition of multiple fields of view of high image quality with satisfactory dosimetric accuracy.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    体外毒理学研究随着计算机的使用而加速,计算方法和人体体外组织系统,促进重大改进,评估新型消费品的安全和健康风险。分子和细胞生物学的创新已经改变了测试范式,减少对低通量动物数据的依赖,更多地使用中高通量体外细胞筛选方法。这些新的方法方法(NAM)正在其他行业部门实施,用于化学测试,筛选候选药物和原型消费品,在对可靠的需求的驱动下,与人类相关的方法。常规毒理学方法自50多年前发展以来基本上没有变化,使用高剂量,经常采用体内试验。由于代谢或暴露的差异,进行或推断动物研究的数据会遇到一些缺点。在过去的十年中,体外工具和能力的开发取得了长足的进步,未来十年的挑战将是将这些平台整合到应用产品测试中,并被监管机构接受。政府和验证机构已经启动并应用了框架和“路线图”,以支持NAM的敏捷验证和接受。与香烟相比,下一代烟草和尼古丁产品(NGP)有可能降低吸烟者的风险。这些产品包括加热但不燃烧烟草的加热烟草产品(HTPs);蒸汽产品也称为电子尼古丁输送系统(ENDS),加热电子液体以产生可吸入的气溶胶;口腔无烟烟草产品(例如,瑞典式鼻烟)和无烟草口服尼古丁袋。随着NGP可用性的增加以及科学研究支持监管批准的要求,NAMs方法可以补充NGP的评估。这篇综述探讨了如何将NAM应用于评估NGP,突出关键考虑因素,包括使用适当的体外模型系统,部署危险识别的筛选方法,以及测试文章表征的重要性。讨论了适合目的测试和方法标准化的重要性和机会,强调行业和跨行业合作的价值。支持监管机构接受的方法的开发可能会导致实施NAM用于烟草和尼古丁NGP测试。
    In vitro toxicology research has accelerated with the use of in silico, computational approaches and human in vitro tissue systems, facilitating major improvements evaluating the safety and health risks of novel consumer products. Innovation in molecular and cellular biology has shifted testing paradigms, with less reliance on low-throughput animal data and greater use of medium- and high-throughput in vitro cellular screening approaches. These new approach methodologies (NAMs) are being implemented in other industry sectors for chemical testing, screening candidate drugs and prototype consumer products, driven by the need for reliable, human-relevant approaches. Routine toxicological methods are largely unchanged since development over 50 years ago, using high-doses and often employing in vivo testing. Several disadvantages are encountered conducting or extrapolating data from animal studies due to differences in metabolism or exposure. The last decade saw considerable advancement in the development of in vitro tools and capabilities, and the challenges of the next decade will be integrating these platforms into applied product testing and acceptance by regulatory bodies. Governmental and validation agencies have launched and applied frameworks and \"roadmaps\" to support agile validation and acceptance of NAMs. Next-generation tobacco and nicotine products (NGPs) have the potential to offer reduced risks to smokers compared to cigarettes. These include heated tobacco products (HTPs) that heat but do not burn tobacco; vapor products also termed electronic nicotine delivery systems (ENDS), that heat an e-liquid to produce an inhalable aerosol; oral smokeless tobacco products (e.g., Swedish-style snus) and tobacco-free oral nicotine pouches. With the increased availability of NGPs and the requirement of scientific studies to support regulatory approval, NAMs approaches can supplement the assessment of NGPs. This review explores how NAMs can be applied to assess NGPs, highlighting key considerations, including the use of appropriate in vitro model systems, deploying screening approaches for hazard identification, and the importance of test article characterization. The importance and opportunity for fit-for-purpose testing and method standardization are discussed, highlighting the value of industry and cross-industry collaborations. Supporting the development of methods that are accepted by regulatory bodies could lead to the implementation of NAMs for tobacco and nicotine NGP testing.
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