Advanced Imaging Tools to Assess Cancer Therapeutics in Pediatric

用于评估儿科癌症治疗的先进成像工具

• 批准号: 10360372
• 负责人: Heike Elizabeth Daldrup-Link
• 金额: $ 64.6万
• 依托单位: STANFORD UNIVERSITY
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-02-11 至 2027-01-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10360372
• 关键词: Address; Adult; Aftercare; Anatomy; Artificial Intelligence; Attention; Biological Markers; Cancer Detection; Child; Childhood; Clinical; Custom; Data; Data Set; Development; Diagnostic Neoplasm Staging; Diffusion; Diffusion Magnetic Resonance Imaging; Disease; Dose; Emission-Computed Tomography; Ensure; Generations; Glucose; Goals; Health; Image; Imaging Device; Imaging Techniques; Imaging technology; Immunotherapy; Injections; Ionizing radiation; Ions; Life; Link; MRI Scans; Magnetic Resonance Imaging; Malignant Childhood Neoplasm; Malignant Neoplasms; Malignant neoplasm of brain; Malignant neoplasm of thyroid; Measurement; Measures; Medical Imaging; Metabolic; Metabolism; Mission; Monitor; National Cancer Institute; Oncology; Organ; Outcome; Patient imaging; Patients; Pediatric Hospitals; Pediatric Neoplasm; Pediatric Oncology; Pharmaceutical Preparations; Physiology; Population Study; Positioning Attribute; Positron-Emission Tomography; Protons; Radiation; Radiation Dose Unit; Radiation exposure; Radioactive; Research; Research Personnel; Risk; Scanning; Second Primary Cancers; Sensitivity and Specificity; Staging; Standardization; Techniques; Technology; Testing; Therapeutic; Thoracic Radiography; Time; X-Ray Computed Tomography; anticancer research; artificial intelligence algorithm; base; cancer diagnosis; cancer imaging; cancer immunotherapy; cancer therapy; chemotherapy; clinical application; clinical imaging; convolutional neural network; diagnostic accuracy; diagnostic value; fluorodeoxyglucose; image reconstruction; imaging approach; improved; irradiation; leukemia; minimally invasive; nanoparticle; neoplasm immunotherapy; novel; novel imaging technology; pediatric patients; quantitative imaging; radiation risk; radiological imaging; response; treatment effect; treatment response; tumor; tumor metabolism; tumor progression; uptake; whole body imaging

Advanced Imaging Tools to Assess Cancer Therapeutics in Pediatric Patients Imaging tests are essential for cancer diagnoses in children. However, computed tomography (CT) and positron emission tomography (PET)/CT are associated with considerable radiation exposure. Several large population studies have demonstrated that cumulative radiation doses from CT scans significantly increase the risk of children developing leukemia, thyroid cancer, and brain cancer later in life. Thus, there is an urgent need to reduce the radiation exposure of children caused by medical imaging procedures. To this end, we have developed a radiation-free imaging test for pediatric tumor staging, based on advanced whole body diffusion-weighted magnetic resonance imaging (WB-DW MRI) technology. Our team was the first to integrate tumor physiology information (proton diffusion) with an MRI technique for anatomical orientation (nanoparticle- enhanced T1-weighted MRI), based on the concept of integrated PET/CT scans (Lancet Oncology). While DW MRI has demonstrated high sensitivity and specificity for cancer detection, the value of DW MRI for cancer therapy monitoring in children has not yet been extensively studied. Current approaches for assessing tumor therapy responses in children often measure changes in tumor metabolism using PET after the injection of radioactive glucose (18F-FDG). Previous comparisons of WB-DW MRI and 18F-FDG PET for cancer therapy monitoring have been inconclusive, possibly because the scans were not obtained at the same time. Thus, apparent differences may be due to differences in the timing of the scan. We are in a unique position to address this problem by simultaneously measuring therapy-induced changes in tumor metabolism and diffusion in children. These measurements have only recently become possible due to novel integrated PET/MRI technology, which is available at our pediatric hospital. The overall goal of our project is to compare the diagnostic value of DW MRI with that of 18F-FDG PET-based imaging tests for tumor therapy response assessment in children with cancer. In our pursuit of an improved and immediately clinically applicable approach for a minimally invasive imaging test, we will first apply artificial intelligence algorithms to develop ultra-low-dose 18F-FDG PET/MR scans. Next, we will determine the value of ultra-low- dose 18F-FDG PET and DW-MRI scans for monitoring tumor response to classical chemotherapy: We will determine which pediatric tumor type should be monitored with 18F-FDG PET only, DW-MRI only or a combined approach. Finally, we will determine the value of ultra-low-dose 18F-FDG PET and advanced DW- MRI techniques for monitoring tumor response to immunotherapies. Both radiation-free WB-DW MRI and ultra- low-dose 18F-FDG PET/MRI entail significantly less radiation exposure than traditional 18F-FDG PET/CT scans. The results of this project will yield customized cancer therapy response assessments for children with substantially reduced radiation exposure compared with current clinical imaging tests, thus eliminating associated risks of secondary cancer development later in life.

评估儿科患者癌症治疗的先进成像工具 影像学检查对于儿童癌症诊断至关重要。然而，计算机断层扫描（CT）和 正电子发射断层扫描（PET）/CT与相当大的辐射暴露相关。几家大型 人群研究表明，CT扫描的累积辐射剂量显著增加了 儿童日后患白血病、甲状腺癌和脑癌的风险。因此，迫切需要 需要减少医疗成像程序对儿童造成的辐射照射。为此我们 开发了一种无辐射成像测试，用于儿科肿瘤分期，基于先进的全身 扩散加权磁共振成像（WB-DW MRI）技术。我们的团队是第一个 肿瘤生理信息（质子扩散）与MRI技术的解剖定位（纳米粒子， 增强的T1加权MRI），基于集成PET/CT扫描的概念（Lancet Oncology）。当DW MRI对肿瘤的诊断具有较高的敏感性和特异性，DW MRI对肿瘤的诊断价值 儿童的治疗监测尚未得到广泛研究。目前评估肿瘤的方法 在儿童中的治疗反应通常使用PET在注射后测量肿瘤代谢的变化。 放射性葡萄糖（18F-FDG）。WB-DW MRI和18F-FDG PET用于癌症治疗的既往比较 监测没有得出结论，可能是因为扫描不是同时获得的。因此，在本发明中， 明显的差异可能是由于扫描定时的差异。我们处于一个独特的位置， 通过同时测量治疗引起的肿瘤代谢变化来解决这个问题， 在儿童中传播。这些测量只是最近才成为可能，由于新的集成 PET/MRI技术，可在我们的儿科医院使用。我们项目的总体目标是 比较DW MRI与18F-FDG PET显像对肿瘤的诊断价值 癌症儿童的治疗反应评估。在我们追求一个更好的， 临床上适用的微创成像测试方法，我们将首先应用人工智能 开发超低剂量18F-FDG PET/MR扫描的算法。接下来，我们将确定超低- 剂量18F-FDG PET和DW-MRI扫描用于监测肿瘤对经典化疗的反应：我们将 确定应仅使用18F-FDG PET、仅使用DW-MRI或 综合办法。最后，我们将确定超低剂量18F-FDG PET和高级DW-1的价值。 MRI技术用于监测肿瘤对免疫疗法的反应。无辐射WB-DW MRI和超 低剂量18F-FDG PET/MRI比传统的18F-FDG PET/CT扫描需要显著更少的辐射暴露。 该项目的结果将为儿童提供定制的癌症治疗反应评估 与目前的临床成像测试相比， 消除了在以后的生活中继发性癌症发展的相关风险。