Fluorodeoxyglucose F18

氟脱氧葡萄糖 F18
  • 文章类型: Journal Article
    背景:结核病(TB)是全球十大死亡原因之一,每年大约有1000万例。重点是肺结核,而肺外结核(EPTB)很少受到关注。由于样品收集所需的侵入性程序,EPTB的诊断仍然具有挑战性。脊柱TB(STB)占EPTB的10%,并且由于毁灭性的脊柱变形和神经结构的压迫,常常导致终生衰弱的疾病。对疾病的程度知之甚少,尽管已经描述了分离的STB和散布形式的STB。在我们的脊髓结核X队列研究中,我们的目的是使用全身18FDG-PET/CT描述STB的临床表型,鉴定不同播散阶段的特定基因表达谱,并将发现与先前描述的潜伏性和活动性肺结核的基因表达特征进行比较。
    方法:单中心,将建立前瞻性队列研究,以描述通过全身18FDG-PET/CT检测到的STB的分布模式和在诊断点的磁共振成像(MRI)上疑似STB患者的基因表达谱,六个月,和12个月。将在这些时间点进行血液生物分析。微生物学标本将从痰/尿液中获得,从容易到达的疾病部位(例如,淋巴结,脓肿)在第一次18FDG-PET/CT中确定,CT引导活检和/或手术。临床参数和功能评分将在每次体检时收集。数据将输入到RedCap®数据库;数据清理,验证和分析将由研究小组进行.开普敦大学伦理委员会批准了该协议(243/2022)。
    结论:脊柱结核X队列研究是第一个在微生物学证实的脊柱结核患者中使用全身18FDG-PET/CT扫描的前瞻性队列研究。使用18FDG-PET/CT和磁共振成像以及组织诊断(微生物学和组织病理学)的脊柱双重成像技术将使我们能够开发虚拟活检模型。如果成功,独特的基因表达谱将有助于基于血液的诊断(护理点检测)以及治疗监测,并将导致对这种破坏性疾病的早期诊断.
    背景:该研究已在ClinicalTrials.gov(NCT05610098)上注册。
    BACKGROUND: Tuberculosis (TB) is one of the top ten causes of death worldwide, with approximately 10 million cases annually. Focus has been on pulmonary TB, while extrapulmonary TB (EPTB) has received little attention. Diagnosis of EPTB remains challenging due to the invasive procedures required for sample collection. Spinal TB (STB) accounts for 10% of EPTB and often leads to lifelong debilitating disease due to devastating spinal deformation and compression of neural structures. Little is known about the extent of disease, although both isolated STB and a disseminated form of STB have been described. In our Spinal TB X cohort study, we aim to describe the clinical phenotype of STB using whole-body 18FDG-PET/CT, identify a specific gene expression profile for different stages of dissemination and compare findings to previously described gene expression signatures for latent and active pulmonary TB.
    METHODS: A single-centre, prospective cohort study will be established to describe the distributional pattern of STB detected by whole-body 18FDG-PET/CT and gene expression profile of patients with suspected STB on magnetic resonance imaging (MRI) at point of diagnosis, six months, and 12 months. Blood biobanking will be performed at these time points. Specimens for microbiology will be obtained from sputum/urine, from easily accessible sites of disease (e.g., lymph nodes, abscess) identified in the first 18FDG-PET/CT, from CT-guided biopsy and/or surgery. Clinical parameters and functional scores will be collected at every physical visit. Data will be entered into RedCap® database; data cleaning, validation and analysis will be performed by the study team. The University of Cape Town Ethics Committee approved the protocol (243/2022).
    CONCLUSIONS: The Spinal TB X cohort study is the first prospective cohort study using whole-body 18FDG-PET/CT scans in patients with microbiologically confirmed spinal tuberculosis. Dual imaging techniques of the spine using 18FDG-PET/CT and magnetic resonance imaging as well as tissue diagnosis (microbiology and histopathology) will allow us to develop a virtual biopsy model. If successful, a distinct gene-expression profile will aid in blood-based diagnosis (point of care testing) as well as treatment monitoring and would lead to earlier diagnosis of this devastating disease.
    BACKGROUND: The study has been registered on ClinicalTrials.gov (NCT05610098).
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  • 文章类型: Journal Article
    背景:反应性星形胶质细胞在阿尔茨海默病和原发性tau蛋白病的发生发展中起重要作用。这里,我们的目的是研究反应性星形胶质细胞之间的关系。通过在广泛使用的tau蛋白病和家族性阿尔茨海默病小鼠模型中使用多示踪剂成像,小胶质细胞增生和糖代谢与Tau和淀粉样β病理有关。
    结果:使用[18F]PM-PBB3(tau)的正电子发射断层扫描成像,[18F]florbetapir(淀粉样蛋白-β),[18F]SMBT-1(单胺氧化酶-B),在3个月和7个月大的rTg4510tau小鼠中进行[18F]DPA-714(转运蛋白)和[18F]氟脱氧葡萄糖,5×FAD家族性阿尔茨海默病小鼠和野生型小鼠。进行免疫荧光染色以验证体内成像后小鼠脑中的病理分布。我们发现与年龄匹配的野生型小鼠相比,7月龄rTg4510小鼠的大脑中[18F]PM-PBB3,[18F]SMBT-1和[18F]DPA-714的区域水平增加。在3,7个月大的5×FAD小鼠的大脑中观察到[18F]SMBT-1摄取增加,在7个月大的5×FAD小鼠的大脑中增加了区域[18F]florbetapir和[18F]DPA-714的摄取,与年龄匹配的野生型小鼠相比。rTg4510小鼠的[18F]SMBT-1与[18F]PM-PBB3、[18F]DPA-714与[18F]PM-PBB3呈正相关,在5×FAD小鼠中,[18F]florbetapir和[18F]DPA-714SUVR之间。
    结论:总之,这些发现提供了体内证据,表明反应性星形胶质细胞,小胶质细胞激活,在Tau蛋白病和家族性阿尔茨海默病的动物模型中,脑低糖代谢与tau蛋白和淀粉样蛋白病理发育有关。
    BACKGROUND: Reactive astrocytes play an important role in the development of Alzheimer\'s disease and primary tauopathies. Here, we aimed to investigate the relationships between reactive astrocytes. Microgliosis and glucose metabolism with Tau and amyloid beta pathology by using multi-tracer imaging in widely used tauopathy and familial Alzheimer\'s disease mouse models.
    RESULTS: Positron emission tomography imaging using [18F]PM-PBB3 (tau), [18F]florbetapir (amyloid-beta), [18F]SMBT-1 (monoamine oxidase-B), [18F]DPA-714 (translocator protein) and [18F]fluorodeoxyglucose was carried out in 3- and 7-month-old rTg4510 tau mice, 5 × FAD familial Alzheimer\'s disease mice and wild-type mice. Immunofluorescence staining was performed to validate the pathological distribution in the mouse brain after in vivo imaging. We found increased regional levels of [18F]PM-PBB3, [18F]SMBT-1, and [18F]DPA-714 and hypoglucose metabolism in the brains of 7-month-old rTg4510 mice compared to age-matched wild-type mice. Increased [18F]SMBT-1 uptake was observed in the brains of 3, 7-month-old 5 × FAD mice, with elevated regional [18F]florbetapir and [18F]DPA-714 uptakes in the brains of 7-month-old 5 × FAD mice, compared to age-matched wild-type mice. Positive correlations were shown between [18F]SMBT-1 and [18F]PM-PBB3, [18F]DPA-714 and [18F]PM-PBB3 in rTg4510 mice, and between [18F]florbetapir and [18F]DPA-714 SUVRs in 5 × FAD mice.
    CONCLUSIONS: In summary, these findings provide in vivo evidence that reactive astrocytes, microglial activation, and cerebral hypoglucose metabolism are associated with tau and amyloid pathology development in animal models of tauopathy and familial Alzheimer\'s disease.
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  • 文章类型: Journal Article
    背景:已提出将图像驱动的剂量递增到肿瘤亚体积以改善头颈癌(HNC)的治疗结果。我们使用在基线和治疗(临时)获得的18F-氟代脱氧葡萄糖(FDG)正电子发射断层扫描(PET)来识别生物目标体积(BTV)。我们通过模拟对危险器官(OAR)的影响,评估了使用质子治疗对BTV进行临时剂量递增的可行性。
    方法:我们使用半自动刚好足够交互(JEI)方法从9名HNC患者的18F-FDG-PET图像中识别BTV。在基线和临时FDG-PET之间,患者接受光子放疗。BTV被鉴定为假设在中期的高标准化摄取值(SUV)反映肿瘤放射抗性。使用Eclipse(瓦里安医疗系统),我们用质子模拟了10%(6.8Gy(RBE1.1))和20%(13.6Gy(RBE1.1))剂量递增至BTV,并将结果与没有剂量递增的质子计划进行了比较.
    结果:在中期18F-FDG-PET,与基线相比,放疗导致SUV减少.然而,在基线和临时高SUV区域之间的空间重叠允许BTV识别。质子治疗计划表明,剂量增加到BTV是可行的,除了大约20%的剂量递增计划,OAR剂量没有显著增加。
    结论:我们的计算机模拟分析证明了质子治疗对BTV的临时18F-FDG-PET反应适应性剂量递增的潜力。这种方法可以对具有抗放射性肿瘤亚体积的HNC进行更有效的治疗,而不会增加正常组织的毒性。需要在较大的队列中进行研究,以确定HNC中临时18F-FDG-PET指导的质子治疗剂量递增的全部潜力。
    BACKGROUND: Image-driven dose escalation to tumor subvolumes has been proposed to improve treatment outcome in head and neck cancer (HNC). We used 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET) acquired at baseline and into treatment (interim) to identify biologic target volumes (BTVs). We assessed the feasibility of interim dose escalation to the BTV with proton therapy by simulating the effects to organs at risk (OARs).
    METHODS: We used the semiautomated just-enough-interaction (JEI) method to identify BTVs in 18F-FDG-PET images from nine HNC patients. Between baseline and interim FDG-PET, patients received photon radiotherapy. BTV was identified assuming that high standardized uptake value (SUV) at interim reflected tumor radioresistance. Using Eclipse (Varian Medical Systems), we simulated a 10% (6.8 Gy(RBE1.1)) and 20% (13.6 Gy(RBE1.1)) dose escalation to the BTV with protons and compared results with proton plans without dose escalation.
    RESULTS: At interim 18F-FDG-PET, radiotherapy resulted in reduced SUV compared to baseline. However, spatial overlap between high-SUV regions at baseline and interim allowed for BTV identification. Proton therapy planning demonstrated that dose escalation to the BTV was feasible, and except for some 20% dose escalation plans, OAR doses did not significantly increase.
    CONCLUSIONS: Our in silico analysis demonstrated the potential for interim 18F-FDG-PET response-adaptive dose escalation to the BTV with proton therapy. This approach may give more efficient treatment to HNC with radioresistant tumor subvolumes without increasing normal tissue toxicity. Studies in larger cohorts are required to determine the full potential for interim 18F-FDG-PET-guided dose escalation of proton therapy in HNC.
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  • 文章类型: Journal Article
    背景:[18F]氟脱氧葡萄糖([18F]FDG)正电子发射断层扫描(PET)建议在卵巢癌的诊断检查中进行;然而,[18F]FDGPET具有几个固有的局限性。新型肿瘤PET-示踪剂成纤维细胞活化蛋白抑制剂(FAPI)已在多种癌症类型中证明了有希望的结果,包括卵巢癌,并且可以克服[18F]FDGPET的局限性;然而,缺乏高质量的临床研究。本研究的主要目的是比较[68Ga]Ga-FAPI-46PET/CT和[18F]FDGPET/CT在卵巢癌患者中的诊断准确性,并研究这种潜在差异如何影响分期和患者管理。
    方法:将从奥尔堡大学医院招募50名连续的卵巢癌患者,丹麦。这项研究将是一个单中心,prospective,符合诊断准确性研究报告标准的探索性临床试验(STARD)。这项研究将在持续的良好临床实践监测下进行。患者的资格标准如下:(1)活检证实的新诊断卵巢癌或卵巢癌的高风险,并使用[18F]FDGPET/CT进行原发性分期;(2)可切除的疾病,即,初次减瘤手术或新辅助化疗,然后进行间隔减瘤手术的候选人。所有招募的研究对象将在主要分期接受[68Ga]Ga-FAPI-46PET/CT,在初次减瘤手术或新辅助化疗之前(A+B组),除了常规成像(包括[18F]FDGPET/CT)。B组中的研究受试者将在新辅助化疗后在间隔减积手术之前接受额外的[68Ga]Ga-FAPI-46PET/CT。研究相关的[68Ga]Ga-FAPI-46PET/CT的结果将是盲的,和治疗分配将根据当前指南的常规临床实践。手术标本的组织病理学将作为参考标准。预计招募期为2年;目前正在进行招募。
    结论:据我们所知,这次审判是最大的一次,最广泛的,以及迄今为止在卵巢癌患者中进行的最细致的前瞻性FAPIPET研究。本研究旨在获得对[68Ga]Ga-FAPI-46PET/CT的诊断准确性的可靠估计,阐明[68Ga]Ga-FAPI-46PET/CT的临床重要性,并检查[68Ga]Ga-FAPI-46PET/CT用于评估化疗反应的潜在适用性。
    背景:clinicaltrials.gov:NCT05903807,2023年6月2日;和euclinicaltrials。欧盟CT编号:2023-505938-98-00,授权2023年9月11日。
    BACKGROUND: [18F]Fluorodeoxyglucose ([18F]FDG) positron emission tomography (PET) is recommended during diagnostic work-up for ovarian cancer; however, [18F]FDG PET has several inherent limitations. The novel oncologic PET-tracer fibroblast activation protein inhibitor (FAPI) has demonstrated promising results in multiple cancer types, including ovarian cancer, and could overcome the limitations of [18F]FDG PET; however, high-quality clinical studies are lacking. The primary objective of the present study is to compare the diagnostic accuracy of [68Ga]Ga-FAPI-46 PET/CT and [18F]FDG PET/CT in ovarian cancer patients and to investigate how this potential difference impacts staging and patient management.
    METHODS: Fifty consecutive ovarian cancer patients will be recruited from Aalborg University Hospital, Denmark. This study will be a single-center, prospective, exploratory clinical trial that adheres to the standards for reporting diagnostic accuracy studies (STARD). This study will be conducted under continuous Good Clinical Practice monitoring. The eligibility criteria for patients are as follows: (1) biopsy verified newly diagnosed ovarian cancer or a high risk of ovarian cancer and referred for primary staging with [18F]FDG PET/CT; and (2) resectable disease, i.e., candidate for primary debulking surgery or neoadjuvant chemotherapy followed by interval debulking surgery. All recruited study subjects will undergo [68Ga]Ga-FAPI-46 PET/CT at primary staging, before primary debulking surgery or neoadjuvant chemotherapy (Group A + B), in addition to conventional imaging (including [18F]FDG PET/CT). Study subjects in Group B will undergo an additional [68Ga]Ga-FAPI-46 PET/CT following neoadjuvant chemotherapy prior to interval debulking surgery. The results of the study-related [68Ga]Ga-FAPI-46 PET/CTs will be blinded, and treatment allocation will be based on common clinical practice in accordance with current guidelines. The histopathology of surgical specimens will serve as a reference standard. A recruitment period of 2 years is estimated; the trial is currently recruiting.
    CONCLUSIONS: To our knowledge, this trial represents the largest, most extensive, and most meticulous prospective FAPI PET study conducted in patients with ovarian cancer thus far. This study aims to obtain a reliable estimation of the diagnostic accuracy of [68Ga]Ga-FAPI-46 PET/CT, shed light on the clinical importance of [68Ga]Ga-FAPI-46 PET/CT, and examine the potential applicability of [68Ga]Ga-FAPI-46 PET/CT for evaluating chemotherapy response.
    BACKGROUND: clinicaltrials.gov: NCT05903807, 2nd June 2023; and euclinicaltrials.eu EU CT Number: 2023-505938-98-00, authorized 11th September 2023.
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  • 文章类型: Journal Article
    背景:这项研究调查了氟18([18F])标记的成纤维细胞激活蛋白抑制剂(FAPI)对I-IIIA期非小细胞肺癌(NSCLC)患者淋巴结(LN)转移的价值。
    方法:从2021年11月至2022年10月,前瞻性纳入53例I-IIIA期非小细胞肺癌根治术患者。在一周内进行[18F]-氟脱氧葡萄糖(FDG)和[18F]FAPI检查。使用手术和病理结果验证LN分期。使用Wilcoxon符号秩检验比较[18F]FDG和[18F]FAPI摄取。此外,研究了淋巴结组的诊断价值.
    结果:在53例患者中(中位年龄,64年,范围:31-76岁),[18F]FAPI检测LN转移的特异性明显高于[18F]FDG(P<0.001)。高LN风险类别,LN短轴尺寸越大(≥1.0cm),没有LN钙化或高衰减,较高的LNFDGSUVmax(≥10.1)是LN转移的危险因素(P<0.05)。这四个危险因素的并发性准确预测了LN转移(阳性预测值[PPV]100%),而1~3个危险因素的存在无法准确区分LN的性质(PPV21.7%).在这种情况下添加[18F]FAPI提高了诊断价值。[18F]FAPISUVmax<6.2的LN被诊断为良性(阴性预测值93.8%),[18F]FAPISUVmax≥6.2无钙化或高衰减的LN被诊断为LN转移(PPV87.5%)。最终,[18F]FDG和[18F]FAPIPET/CT的整合导致29例患者的N分期(83.0%)和临床决策修订的最高准确度.
    结论:在I-IIIA期非小细胞肺癌患者中,[18F]FAPI为减少[18F]FDGPET/CT后的LN诊断不确定性提供了更多有价值的信息。整合[18F]FDG和[18F]FAPIPET/CT导致更精确的临床决策。
    背景:中国临床试验注册:ChiCTR2100044944(注册:2021年4月1日,https://www.chictr.org.cn/showprojEN.html?proj=123995)。
    BACKGROUND: This study investigates the value of fluorine 18 ([18F])-labeled fibroblast activation protein inhibitor (FAPI) for lymph node (LN) metastases in patients with stage I-IIIA non-small cell lung cancer (NSCLC).
    METHODS: From November 2021 to October 2022, 53 patients with stage I-IIIA NSCLC who underwent radical resection were prospectively included. [18F]-fluorodeoxyglucose (FDG) and [18F]FAPI examinations were performed within one week. LN staging was validated using surgical and pathological findings. [18F]FDG and [18F]FAPI uptake was compared using the Wilcoxon signed-ranks test. Furthermore, the diagnostic value of nodal groups was investigated.
    RESULTS: In 53 patients (median age, 64 years, range: 31-76 years), the specificity of [18F]FAPI for detecting LN metastasis was significantly higher than that of [18F]FDG (P < 0.001). High LN risk category, greater LN short-axis dimension(≥ 1.0 cm), absence of LN calcification or high-attenuation, and higher LN FDG SUVmax (≥ 10.1) were risk factors for LN metastasis(P < 0.05). The concurrence of these four risk factors accurately predicted LN metastases (Positive Predictive Value [PPV] 100%), whereas the presence of one to three risk factors was unable to accurately discriminate the nature of LNs (PPV 21.7%). Adding [18F]FAPI in this circumstance improved the diagnostic value. LNs with an [18F]FAPI SUVmax<6.2 were diagnosed as benign (Negative Predictive Value 93.8%), and LNs with an [18F]FAPI SUVmax≥6.2 without calcification or high-attenuation were diagnosed as LN metastasis (PPV 87.5%). Ultimately, the integration of [18F]FDG and [18F]FAPI PET/CT resulted in the highest accuracy for N stage (83.0%) and clinical decision revisions for 29 patients.
    CONCLUSIONS: In patients with stage I-IIIA NSCLC, [18F]FAPI contributed additional valuable information to reduce LN diagnostic uncertainties after [18F]FDG PET/CT. Integrating [18F]FDG and [18F]FAPI PET/CT resulted in more precise clinical decisions.
    BACKGROUND: The Chinese Clinical Trial Registry: ChiCTR2100044944 (Registered: 1 April 2021, https://www.chictr.org.cn/showprojEN.html?proj=123995 ).
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  • 文章类型: Journal Article
    背景:任务特异性肌张力障碍(TSFD)是一种致残运动障碍。目前有效的治疗方案有限。据报道,唑吡坦可改善一部分患者的原发性局灶性和广泛性肌张力障碍。其治疗作用的潜在机制尚未得到研究。
    方法:我们进行了随机,双盲,安慰剂对照,单剂量唑吡坦在24例TSFD患者中的交叉试验。使用Burke-Fahn-Marsden肌张力障碍量表(BFMDRS)对患者进行临床评估,作家抽筋评分量表(WCRS),和视觉模拟评分(VAS),在接受安慰剂和唑吡坦之前和之后。对安慰剂和唑吡坦进行经颅磁刺激,以比较皮质脊髓兴奋性-活动和静息运动阈值(AMT和RMT),静息和主动输入/输出曲线和皮质内兴奋性-皮质沉默期(CSP),短间隔皮质内抑制曲线(SICI),长间隔皮质内抑制(LICI)和皮质内促进(ICF)。8例患者接受了唑吡坦和安慰剂的脑FDG-PET成像。
    结果:唑吡坦治疗可改善TSFD。唑吡坦与安慰剂平缓休息和主动输入/输出曲线相比,ICF降低,并与右小脑的低代谢和左顶叶下小叶和左扣带的高代谢有关。发现WCRS上肌张力障碍严重程度的变化与活动输入/输出曲线和脑代谢的变化之间存在相关性。分别。RMT较低的患者,与安慰剂相比,更高的休息和主动输入/输出曲线对唑吡坦的反应更好。
    结论:唑吡坦通过减少皮质运动输出并影响高阶感觉和运动网络中的关键节点来改善TSFD。
    BACKGROUND: Task-specific dystonia (TSFD) is a disabling movement disorder. Effective treatment options are currently limited. Zolpidem was reported to improve primary focal and generalized dystonia in a proportion of patients. The mechanisms underlying its therapeutic effects have not yet been investigated.
    METHODS: We conducted a randomized, double-blind, placebo-controlled, crossover trial of single-dose zolpidem in 24 patients with TSFD. Patients were clinically assessed using Burke-Fahn-Marsden Dystonia Rating Scale (BFMDRS), Writers\' Cramp Rating Scale (WCRS), and Visual Analogue Scale (VAS), before and after receiving placebo and zolpidem. Transcranial magnetic stimulation was conducted on placebo and zolpidem to compare corticospinal excitability - active and resting motor thresholds (AMT and RMT), resting and active input/output curves and intracortical excitability - cortical silent period (CSP), short-interval intracortical inhibition curve (SICI), long-interval intracortical inhibition (LICI) and intracortical facilitation (ICF). Eight patients underwent brain FDG-PET imaging on zolpidem and placebo.
    RESULTS: Zolpidem treatment improved TSFD. Zolpidem compared to placebo flattened rest and active input/output curves, reduced ICF and was associated with hypometabolism in the right cerebellum and hypermetabolism in the left inferior parietal lobule and left cingulum. Correlations were found between changes in dystonia severity on WCRS and changes in active input/output curve and in brain metabolism, respectively. Patients with lower RMT, and higher rest and active input/output curves exhibited better response to zolpidem compared to placebo.
    CONCLUSIONS: Zolpidem improved TSFD by reducing corticomotor output and influencing crucial nodes in higher-order sensory and motor networks.
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  • 文章类型: Journal Article
    目的:本研究的目的是初步评估来自18F-氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(18F-FDGPET/CT)的代谢参数和影像组学的能力。使用机器学习区分肿块形成的胰腺淋巴瘤和胰腺癌。
    方法:纳入86例诊断为肿块型胰腺淋巴瘤或胰腺癌患者的88个病灶,并以4比1的比例随机分为训练集和验证集。使用ITK-SNAP软件进行感兴趣区域的分割,使用3Dslicer和PYTHON提取PET代谢参数和影像组学特征。在选择最佳代谢参数和影像组学特征之后,Logistic回归(LR),支持向量机(SVM),并构建了PET代谢参数的随机森林(RF)模型,CT影像组学,PET影像组学,和PET/CT影像组学。根据曲线下面积(AUC)评估模型性能,准确度,灵敏度,以及训练集和验证集的特异性。
    结果:在所有模型中观察到强大的辨别能力,AUC值范围为0.727至0.978。结合PET和CT影像组学特征表现出的最高性能。训练集中PET/CT影像组学模型的AUC值分别为LR0.994、SVM0.994、RF0.989。在验证集中,AUC值为LR0.909,SVM0.883,RF0.844。
    结论:利用18F-FDGPET/CT的代谢参数和影像组学的机器学习模型在区分胰腺癌和肿块形成的胰腺淋巴瘤方面显示出希望。在临床环境中实际实施之前,需要对更大的队列进行进一步验证。
    OBJECTIVE: The objective of this study was to preliminarily assess the ability of metabolic parameters and radiomics derived from 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) to distinguish mass-forming pancreatic lymphoma from pancreatic carcinoma using machine learning.
    METHODS: A total of 88 lesions from 86 patients diagnosed as mass-forming pancreatic lymphoma or pancreatic carcinoma were included and randomly divided into a training set and a validation set at a 4-to-1 ratio. The segmentation of regions of interest was performed using ITK-SNAP software, PET metabolic parameters and radiomics features were extracted using 3Dslicer and PYTHON. Following the selection of optimal metabolic parameters and radiomics features, Logistic regression (LR), support vector machine (SVM), and random forest (RF) models were constructed for PET metabolic parameters, CT radiomics, PET radiomics, and PET/CT radiomics. Model performance was assessed in terms of area under the curve (AUC), accuracy, sensitivity, and specificity in both the training and validation sets.
    RESULTS: Strong discriminative ability observed in all models, with AUC values ranging from 0.727 to 0.978. The highest performance exhibited by the combined PET and CT radiomics features. AUC values for PET/CT radiomics models in the training set were LR 0.994, SVM 0.994, RF 0.989. In the validation set, AUC values were LR 0.909, SVM 0.883, RF 0.844.
    CONCLUSIONS: Machine learning models utilizing the metabolic parameters and radiomics of 18F-FDG PET/CT show promise in distinguishing between pancreatic carcinoma and mass-forming pancreatic lymphoma. Further validation on a larger cohort is necessary before practical implementation in clinical settings.
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  • 文章类型: Journal Article
    背景:18氟-氟脱氧葡萄糖(18F-FDG)正电子发射断层扫描(PET)CT成像已用于许多炎症和感染状况,以区分代谢活动增加的区域。FDG摄取在正常肺实质和间质性肺病(ILD)区域之间不同。
    目的:在本研究中,我们调查了FDG-PET/CT参数是否与ILD患者4年随访期间的生活质量(QoL)变化相关.
    方法:患者在诊断时接受PET-CT成像,并使用圣乔治呼吸问卷(SGRQ)进行年度QoL评估,直至死亡或随访4年。根据SGRQ总体和子量表评分评估最大标准摄取值(SUVmax)和组织背景比(TBR)。
    结果:193例患者(特发性肺纤维化(IPF)亚组94例,非IPF亚组99例)接受了基线FDG-PET/CT成像和QoL评估。在两个ILD亚组中,基线SUVmax和SGRQ评分之间观察到弱至中度相关性。在4年的随访中,基线SUVmax或TBR与SGRQ评分变化之间未观察到相关性。在IPF分组中,存活患者在诊断后4年报告QoL下降,而存活的非IPFILD患者QoL改善.
    结论:在两个ILD亚组中观察到基线SUVmax和SGRQ评分之间的弱至中度正相关(IPF:rs=0.187,p=0.047,非IPF:rs=0.320,p=0.001)。然而,基线SUVmax和TBR与IPF和非IPFILD患者在4年随访期间的QoL变化无关。诊断后4年,存活的IPF患者报告QoL下降,而无IPF的ILD患者QoL改善.
    BACKGROUND: 18Fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) CT imaging has been used in many inflammatory and infectious conditions to differentiate areas of increased metabolic activity. FDG uptake differs between areas of normal lung parenchyma and interstitial lung disease (ILD).
    OBJECTIVE: In this study, we investigated whether FDG-PET/CT parameters were associated with a change in the quality of life (QoL) in patients with ILD over 4 years of follow-up.
    METHODS: Patients underwent PET-CT imaging at diagnosis and were followed up with annual QoL assessment using the St George\'s Respiratory Questionnaire (SGRQ) until death or 4 years of follow-up. Maximum standard uptake value (SUVmax) and Tissue-to-Background Ratio (TBR) were assessed against SGRQ overall and subscale scores.
    RESULTS: 193 patients (94 patients in the idiopathic pulmonary fibrosis (IPF) subgroup and 99 patients in the non-IPF subgroup) underwent baseline FDG-PET/CT imaging and QoL assessment. Weak-to-moderate correlation was observed between baseline SUVmax and SGRQ scores in both ILD subgroups. No relationship was observed between baseline SUVmax or TBR and change in SGRQ scores over 4 years of follow-up. In the IPF subgroup, surviving patients reported a decline in QoL at 4 years post diagnosis whereas an improvement in QoL was seen in surviving patients with non-IPF ILD.
    CONCLUSIONS: Weak-to-moderate positive correlation between baseline SUVmax and SGRQ scores was observed in both ILD subgroups (IPF:rs=0.187, p=0.047, non-IPF: rs=0.320, p=0.001). However, baseline SUVmax and TBR were not associated with change in QoL in patients with IPF and non-IPF ILD over 4 years of follow-up. At 4 years post diagnosis, surviving patients with IPF reported declining QoL whereas improvement was seen in patients with ILD who did not have IPF.
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  • 文章类型: Journal Article
    背景:除了国际预后指数(IPI)评分,移植后淋巴组织增殖性疾病(PTLD)的基线预后因素,由于该病的罕见性,尚不明确.已在免疫活性淋巴瘤患者中研究了基线18F-FDGPET/CT中来自健康器官摄取的新指标。这项研究的目的是评估小脑与肝脏摄取比(表示为CLIP)作为PFS和OS的预后因素的表现。这项回顾性多中心研究基于K-VIROGREF队列中的PTLD患者。先前公布的阈值3.24用于这些分析中的CLIP。
    结果:共有97例患者被纳入大多数为单形弥漫性大B细胞淋巴瘤亚型(78.3%)。IPI评分(≥3分)和CLIP评分(<3.24分)均为PFS的显著危险因素,其风险比分别为2.0(1.0-4.0)和2.4(1.3-4.5)。对于操作系统,CLIP不显著,并且导致2.6的危险比(p=0.059)。IPI评分或总代谢性肿瘤体积均未达到OS的显著性。
    结论:CLIP是PTLD中PFS和OS的有希望的预测指标。需要进一步的前瞻性研究来证实这些结果。
    BACKGROUND: Besides International Prognostic Index (IPI) score, baseline prognostic factors of post-transplant lymphoproliferative disorders (PTLD) are poorly identified due to the rarity of the disease. New indexes derived from healthy organ uptake in baseline 18F-FDG PET/CT have been studied in immunocompetent lymphoma patients. The aim of this study is to evaluate the performances of the cerebellum-to-liver uptake ratio (denoted as CLIP) as a prognostic factor for PFS and OS. This retrospective multicenter study is based on patients with PTLD included in the K-VIROGREF cohort. The previously published threshold of 3.24 was used for CLIP in these analyses.
    RESULTS: A total of 97 patients was included with a majority of monomorphic diffuse large B-cell lymphoma subtype (78.3%). Both IPI score (≥ 3) and CLIP (< 3.24) were significant risk factors of PFS with corresponding hazard ratios of 2.0 (1.0-4.0) and 2.4 (1.3-4.5) respectively. For OS, CLIP was not significant and resulted in a hazard ratio of 2.6 (p = 0.059). Neither IPI score or Total Metabolic Tumor Volume reached significance for OS.
    CONCLUSIONS: CLIP is a promising predictor of PFS and perhaps OS in PTLD. Further prospective studies are needed to confirm these results.
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  • 文章类型: Journal Article
    本研究旨在分析18F标记成纤维细胞激活蛋白抑制剂(18F-FAPI)在胰腺的非特异性摄取(NSU)特性,并探讨其相关因素。完全正确,78例同时接受18F-脱氧葡萄糖(FDG)和18F-FAPIPET/CT检查的患者分为正常(n=53)和NSU(n=25)组。一般信息的差异,病史,比较了实验室指标和摄取量。接收器工作特征(ROC)曲线用于分析最佳截止值。18F-FAPI-SUVmax与血细胞分析的相关性,肝功能指标,肿瘤标志物,并对炎症指标进行分析。采用logistic回归模型估计独立因素。两者18F-FAPI(4.48±0.98vs.2.01±0.53,t=11.718,P<0.05)和18F-FDG(2.23±0.42vs.2.02±0.44,t=2.036,P=0.045)显示NSU组明显高于NSU组。NSU组患者有饮酒史(P=0.034),慢性肝病(P=0.006),和胃切除术(P=0.004)。ROC分析显示18F-FAPI和18F-FDG在鉴定NSU时的截断值为3.25和2.05。NSU组患者的血小板计数较少,血小板体积增大,总胆红素较高,直接或间接胆红素(P<0.05)。血小板计数,血小板crit,大血小板比率,天冬氨酸转氨酶(AST),α-L-岩藻糖苷酶,总,直接或间接胆红素与18F-FAPI-SUVmax相关(P<0.05)。AST[1.099(1.014,1.192),P=0.021]和总胆红素[1.137(1.035,1.249),P=0.007]是逐步Logistic回归的两个独立因素,和血小板/%[1.079(1.004,1.160),P=0.039]和总胆红素[1.459(1.016,2.095),P=0.041]是预测18F-FAPI胰腺摄取的反向逻辑回归的两个独立因素。18F-FAPI-PET/CT在预测胰腺NSU方面优于18F-FDG,NSU与饮酒史有关,慢性肝病,胃切除术,异形血小板,肝功能受损.
    This study aimed to analyze the characteristics of the non-specific uptake (NSU) of 18F-labeled fibroblast activation protein inhibitor (18F-FAPI) of the pancreas and investigate the related factors. Totally, 78 patients who underwent both 18F-fluorodeoxyglucose (FDG) and 18F-FAPI PET/CT examinations were divided into normal (n = 53) and NSU (n = 25) groups. The differences in general information, medical history, laboratory indexes and uptake were compared. Receiver operating characteristic (ROC) curves were used to analyze the optimal cut-off values. The correlations between 18F-FAPI-SUVmax and blood cell analysis, liver function indexes, tumor markers, and inflammatory indices were analyzed. The logistic regression model was used to estimate the independent factors. Both 18F-FAPI (4.48 ± 0.98 vs. 2.01 ± 0.53, t = 11.718, P < 0.05) and 18F-FDG (2.23 ± 0.42 vs. 2.02 ± 0.44, t = 2.036, P = 0.045) showed significantly higher in NSU group. Patients in the NSU group tended to be complicated with a history of drinking (P = 0.034), chronic liver diseases (P = 0.006), and surgery of gastrectomy (P = 0.004). ROC analysis showed cutoff values of 3.25 and 2.05 for 18F-FAPI and 18F-FDG in identifying the NSU. Patients in the NSU group showed less platelet count, higher platelet volume, higher total bilirubin, direct or indirect bilirubin (P < 0.05). Platelet count, platelet crit, large platelet ratio, aspartate aminotransferase (AST), α-L-fucosidase, and total, direct or indirect bilirubin were correlated with 18F-FAPI-SUVmax (P < 0.05). AST [1.099 (1.014, 1.192), P = 0.021] and total bilirubin [1.137 (1.035, 1.249), P = 0.007] were two independent factors in the step forward logistic regression, and platelet/% [1.079 (1.004, 1.160), P = 0.039] and total bilirubin [1.459 (1.016, 2.095), P = 0.041] were two independent factors in the step backward logistic regression for the prediction of pancreatic uptake of 18F-FAPI. 18F-FAPI-PET/CT was better than 18F-FDG in predicting the pancreatic NSU, and NSU is related to a history of drinking, chronic liver diseases, gastrectomy, heteromorphic platelet, and impaired liver function.
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