standardized uptake value

标准化吸收值
  • 文章类型: Case Reports
    巨细胞动脉炎是大血管血管炎的一种形式,可表现为非特异性症状,如果不及时治疗,可能会导致显著的发病率和/或死亡。因此,早期诊断和管理至关重要。[18F]FDGPET/CT在巨细胞动脉炎评价中的应用近年来有所增加,新一代PET扫描仪捕获历史上难以捉摸的活动性血管炎的脑血管炎症。我们介绍了一例巨细胞动脉炎,在常规影像学检查中被怀疑。随后用[18F]FDGPET/CT评估,发现明显的血管炎症涉及颅骨和其他大血管。
    Giant cell arteritis is a form of large vessel vasculitis which can present with nonspecific symptoms, and if left untreated can cause significant morbidity and/or death. Early diagnosis and management are therefore paramount. The use of [18F]FDG PET/CT in the evaluation of giant cell arteritis has increased in recent years, with newer generation PET scanners capturing the historically elusive cranial vessel inflammation in active vasculitis. We present a case of giant cell arteritis which was suspected on conventional imaging modalities, and subsequently evaluated with [18F]FDG PET/CT which revealed marked vascular inflammation involving both cranial and other large vessels.
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  • 文章类型: Journal Article
    背景:血清骨转换标志物对骨质疏松患者个体椎骨水平的代谢活动的了解有限。这项研究引入了一种新的图像衍生的骨转换标记个体椎骨来解决这个限制,利用体积密度调整的定量骨单光子发射计算机断层扫描/计算机断层扫描(SPECT/CT)与[99mTc]Tc-DPD。这项回顾性研究包括来自55名绝经后韩国妇女的177个腰椎。平均标准化摄取值(SUVmean,g/cm3)和体积骨矿物质密度(vBMD,mg/cm3)是使用定量的SPECT和CT在每个椎骨的小梁部分中的2厘米3体积内确定的。通过将SUVmean除以vBMD并乘以1,000来计算密度调整的平均标准化摄取值(dSUVmean)。
    结果:SUVmean与vBMD呈正相关(r=0.60,p<0.001)。相反,dSUVmean与vBMD负相关(ρ=-0.66,p<0.001),强调SUVmean密度调整后骨量与转换之间的反比关系。严重骨质疏松性骨折患者vBMD较低(62.5±29.4vs.92.3±27.4毫克/立方厘米,p=0.001),但dSUVmean更高(100.8±60.7vs.62.6±17.5,p=0.001)与没有骨折的人相比,加强骨折患病率之间的联系,骨量低,和高的骨转换。
    结论:体积密度调整的定量骨SPECT/CT为评估骨质疏松症的骨转换提供了一种新的图像衍生骨转换标记。该方法提供了在个体椎骨水平的脆性的精确评估,这可能会增强个性化的骨质疏松症管理。
    BACKGROUND: Serum bone turnover markers offer limited insight into metabolic activity at the individual vertebra level in osteoporosis. This study introduces a novel image-derived bone turnover marker for individual vertebrae to address this limitation, utilizing volumetric density-adjusted quantitative bone single-photon emission computed tomography/computed tomography (SPECT/CT) with [99mTc]Tc-DPD. This retrospective study included 177 lumbar vertebrae from 55 postmenopausal South Korean women. The mean standardized uptake value (SUVmean, g/cm3) and volumetric bone mineral density (vBMD, mg/cm3) were determined within a 2-cm³ volume of interest in the trabecular portion of each vertebra using quantitative SPECT and CT. The density-adjusted mean standardized uptake value (dSUVmean) was calculated by dividing the SUVmean by the vBMD and multiplying by 1,000.
    RESULTS: SUVmean correlated positively with vBMD (r = 0.60, p < 0.001). Conversely, dSUVmean correlated negatively with vBMD (ρ = -0.66, p < 0.001), highlighting the inverse relationship between bone mass and turnover after density adjustment of SUVmean. Patients with major osteoporotic fractures had lower vBMD (62.5 ± 29.4 vs. 92.3 ± 27.4 mg/cm³, p = 0.001) but higher dSUVmean (100.8 ± 60.7 vs. 62.6 ± 17.5, p = 0.001) compared to those without fractures, reinforcing the association between fracture prevalence, low bone mass, and high bone turnover.
    CONCLUSIONS: Volumetric density-adjusted quantitative bone SPECT/CT offers a novel image-derived bone turnover marker for assessing bone turnover in osteoporosis. This method provides a precise assessment of fragility at the individual vertebra level, which may enhance personalized osteoporosis management.
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  • 文章类型: Journal Article
    目的:本研究旨在使用集成的SPECT/CT扫描仪,通过定量测量和比较基于99mTc-MDP在正常脊柱和骨盆中的SUV的各种标准化方法,确定一种相对稳健的SUV,用于指导临床实践。
    方法:在2017年6月至2019年9月之间,共有500名肿瘤患者(平均年龄,60.9;男性,66.0%)的患者接受了99mTc-MDP的骨SPECT/CT扫描。根据患者体重(BW)计算4962例脊柱和骨盆骨的平均SUV(SUVmean),瘦体重(LBM),骨矿物质含量(BMC),体表面积(BSA),和体重指数(BMI),定义为SUVBW,SUVlbm,SUVbmc,SUVBSA,和SUVbmi,分别。比较了上述参数的变异系数(CoV),用相关性和多元线性回归分析比较这些参数受性别影响的程度,年龄,高度,体重,BMI,和CT值。
    结果:正常脊柱和骨盆中的平均SUV表现出相对较大的变异性:SUVbw为4.573±1.972,对于SUVlbm,3.555±1.517,SUVbmc为0.163±0.071,SUVbsa为0.124±0.052,SUVbmi为1.668±0.732。总的来说,与其他SUV相比,SUVbsa在所有椎骨和骨盆中的CoV相对最低(42.1%)。对于相关性分析,所有SUV均显示与年龄和CT值的弱相关性,但显着相关性。对于回归分析,SUVbsa只受到年龄的影响,BMI,和CT值独立。这些变量对SUVbsa的影响均小于对常规SUVbw的影响。
    结论:骨SPECT/CT定量检测99mTc-MDP在正常骨中的SUVs可作为评价肿瘤骨转移的参考依据。但应该根据具体地点进行评估。SUVbsa在所有SUV归一化变化中表现出优越的鲁棒性,表明潜在的临床应用。
    OBJECTIVE: This study aimed to identify a relatively robust SUV for guiding clinical practice through quantitative measurement and comparison of various normalization methods based on the SUV of 99mTc-MDP in the normal spine and pelvis using an integrated SPECT/CT scanner.
    METHODS: Between June 2017 and September 2019, a total of 500 oncology patients (mean age, 60.9; men, 66.0%) who underwent bone SPECT/CT scans with 99mTc-MDP were enrolled in this retrospective study. The mean SUV (SUVmean) of 4962 spinal and pelvic bones was calculated based on the patients\' body weight (BW), lean body mass (LBM), bone mineral content (BMC), body surface area (BSA), and body mass index (BMI), defined as SUVbw, SUVlbm, SUVbmc, SUVbsa, and SUVbmi, respectively. The coefficients of variation (CoVs) of the aforementioned parameters were compared, and the correlation and multiple linear regression analyses were used to compare the extent to which these parameters were affected by sex, age, height, weight, BMI, and CT values.
    RESULTS: The average SUVs in the normal spine and pelvis displayed a relatively wide variability: 4.573 ± 1.972 for SUVbw, 3.555 ± 1.517 for SUVlbm, 0.163 ± 0.071 for SUVbmc, 0.124 ± 0.052 for SUVbsa, and 1.668 ± 0.732 for SUVbmi. In general, SUVbsa had relatively lowest CoV (42.1%) in all vertebrae and pelvis compared with other SUVs. For correlation analyses, all SUVs displayed weak but significant correlations with age and CT values. For regression analyses, SUVbsa was influenced only by age, BMI, and CT values independently. The effects of these variables on SUVbsa were all smaller than those on conventional SUVbw.
    CONCLUSIONS: The SUVs of 99mTc-MDP in normal bone derived from quantitative bone SPECT/CT could serve as a reference for evaluating tumor bone metastasis, but it should be assessed on a site-specific basis. SUVbsa exhibited superior robustness among all the SUV normalization variations, indicating potential clinical applications.
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  • 文章类型: Journal Article
    从正电子发射断层扫描(PET)图像测量的组织放射性示踪剂活动是临床上用于诊断的重要生物标志物,分期,预测,以及癌症和其他临床疾病患者的治疗反应评估。由于患者相关因素和技术因素的变化,使用PET图像值来定义用于量化目的的代谢活动的正常范围是具有挑战性的。尽管标准化摄取值(SUV)的制定已经弥补了这些变化中的一些,显著的非标准性仍然存在。我们提出了一种图像处理方法来大大减轻这些可变性。
    对于活性浓度(AC)PET和SUVPET图像,标准化方法类似,但有一些差异,由两个步骤组成。对于ACPET或SUVPET中的每一个,校准步骤仅执行一次,使用一组正常受试者的图像,并需要一个参考对象,而对于要标准化的每个患者图像执行变换步骤。在校准步骤中,确定一个标准化的尺度以及在其上定义的3个关键图像强度标志,包括最小百分位强度smin,中值强度sm,和高百分位强度smax。基于正常校准图像集中的身体区域内的图像强度来估计smin和sm。通过使用参照物将高度可变的高摄取值与正常摄取强度最佳地分离,经由优化过程来估计对应于强度s_max的最大百分位数β的最佳值。在转换步骤中,前两个标志-最小百分位强度pα(I),和中值强度pm(I)-为身体区域的给定图像I找到,并且对应于最佳估计的高百分位值β确定高百分位强度Pβ(I)。随后,对于不同的段,I的强度被分段线性地映射到标准尺度。我们采用三种策略与其他标准化方法进行评估和比较:(i)比较标准化前后不同正常测试对象O内平均强度的变异系数CVO;(ii)比较标准化前后重复扫描中不同受试者的测试对象O内平均强度的平均绝对差(MDO);(iii)比较标准化前后不同正常受试者的平均强度CVO,其中扫描来自不同品牌的扫描仪。
    我们的数据集包括84个身体躯干的FDG-PET/CT扫描,包括38名正常人和23名患者的两次重复扫描。我们使用两个对象之一-肝脏和脾脏-作为参考对象,另一个用于测试。与其他标准化方法和无标准化方法相比,拟议的标准化方法将CVO和MDO降低了3-8倍。通过我们的方法标准化后,来自两个不同品牌的扫描仪的图像强度(AC和SUV)在统计上无法区分,如果没有标准化,它们的差异很大,相差3-9倍。
    所提出的方法是自动的,优于当前的标准化方法,并有效克服了SUV和扫描仪间变化中留下的残余变化。
    UNASSIGNED: Tissue radiotracer activity measured from positron emission tomography (PET) images is an important biomarker that is clinically utilized for diagnosis, staging, prognostication, and treatment response assessment in patients with cancer and other clinical disorders. Using PET image values to define a normal range of metabolic activity for quantification purposes is challenging due to variations in patient-related factors and technical factors. Although the formulation of standardized uptake value (SUV) has compensated for some of these variabilities, significant non-standardness still persists. We propose an image processing method to substantially mitigate these variabilities.
    UNASSIGNED: The standardization method is similar for activity concentration (AC) PET and SUV PET images with some differences and consists of two steps. The calibration step is performed only once for each of AC PET or SUV PET, employs a set of images of normal subjects, and requires a reference object, while the transformation step is executed for each patient image to be standardized. In the calibration step, a standardized scale is determined along with 3 key image intensity landmarks defined on it including the minimum percentile intensity s min , median intensity s m , and high percentile intensity s max . s min and s m are estimated based on image intensities within the body region in the normal calibration image set. The optimal value of the maximum percentile β corresponding to the intensity s max is estimated via an optimization process by using the reference object to optimally separate the highly variable high uptake values from the normal uptake intensities. In the transformation step, the first two landmarks-the minimum percentile intensity p α ( I ) , and the median intensity p m ( I ) -are found for the given image I for the body region, and the high percentile intensity p β ( I ) is determined corresponding to the optimally estimated high percentile value β . Subsequently, intensities of I are mapped to the standard scale piecewise linearly for different segments. We employ three strategies for evaluation and comparison with other standardization methods: (i) comparing coefficient of variation C V O of mean intensity within test objects O across different normal test subjects before and after standardization; (ii) comparing mean absolute difference ( MD O ) of mean intensity within test objects O across different subjects in repeat scans before and after standardization; (iii) comparing C V O of mean intensity across different normal subjects before and after standardization where the scans came from different brands of scanners.
    UNASSIGNED: Our data set consisted of 84 FDG-PET/CT scans of the body torso including 38 normal subjects and two repeat-scans of 23 patients. We utilized one of two objects-liver and spleen-as a reference object and the other for testing. The proposed standardization method reduced C V O and MD O by a factor of 3-8 in comparison to other standardization methods and no standardization. Upon standardization by our method, the image intensities (both for AC and SUV) from two different brands of scanners become statistically indistinguishable, while without standardization, they differ significantly and by a factor of 3-9.
    UNASSIGNED: The proposed method is automatic, outperforms current standardization methods, and effectively overcomes the residual variation left over in SUV and inter-scanner variations.
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  • 文章类型: Journal Article
    在67Ga-柠檬酸闪烁显像(Ga-S)中,视觉评估通过评估肾脏摄取与肝脏和脊柱的比较来使用,并且简单客观。我们采用了67Ga柠檬酸盐的标准化摄取值(SUV),并提出了两个定量指标,活动性肾炎体积(ANV)和总肾炎摄取(TNU)。这项研究阐明了基于Ga-S的新定量指标在肾炎管理中的实用性。在SUV测量之前,使用体模实验获得67Ga-柠檬酸盐的贝克勒尔校准因子。研究了70例接受SPECT/CT成像的患者。SUV,ANV,使用骨SPECT定量分析软件计算TNU。Suvmean,ANV,和TNU使用(1)阈值法(设置40%)和恒定值法对(2)椎体SUVmax进行分析,和(3)椎骨SUVmean。ROC分析用于评价SUV,ANV,和TNU诊断能力,以区分肾炎的存在和不存在以及间质性肾炎(IN)和非IN。存在或不存在肾炎的曲线下面积(AUC)对于SUVmean(1)具有良好的值(0.80),ANV(3),和TNU(3)。IN和非IN组之间的区分AUC对于SUVmean(1)具有良好的值(0.80)。因此,新的基于Ga-S的定量指标可用于评估肾炎以及区分IN和非IN。
    In 67Ga-citrate scintigraphy (Ga-S), visual assessment is used by evaluating renal-uptake comparison with liver and spine and is simple and objective. We adopted the standardized uptake value (SUV) for 67Ga-citrate and proposed two quantitative indices, active nephritis volume (ANV) and total nephritis uptake (TNU). This study clarified the utility of new Ga-S-based quantitative indices in nephritis management. Before SUV measurement, the Becquerel calibration factor of 67Ga-citrate was obtained using a phantom experiment. Seventy patients who underwent SPECT/CT imaging were studied. SUV, ANV, and TNU were calculated using a quantitative analysis software for bone SPECT. SUVmean, ANV, and TNU were analyzed using the (1) threshold method (set 40%) and constant-value method for (2) vertebral SUVmax, and (3) vertebral SUVmean. ROC analysis was used to evaluate SUV, ANV, and TNU diagnostic abilities to distinguish nephritis presence and absence as well as interstitial nephritis (IN) and non-IN. The area under the curve (AUC) for nephritis presence or absence had a good value (0.80) for SUVmean (1), ANV (3), and TNU (3). The AUC for differentiation between IN and non-IN groups had a good value (0.80) for SUVmean (1). Thus, the new Ga-S-based quantitative indices were useful to evaluate nephritis and distinguish IN and non-IN.
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  • 文章类型: Journal Article
    使用氟18-氟脱氧葡萄糖(F-18FDG)的计算机断层扫描(PET-CT)的正电子发射断层扫描越来越多地用于对局部晚期乳腺癌患者进行分期,并评估新辅助化疗(NACT)后的治疗反应。
    本研究的目的是评估PET-CT参数与乳腺癌患者NACT后乳腺原发病理反应之间的相关性,并设计一种称为NIMS分级系统的分级系统,用于使用PET定量参数进行反应评估。
    55例患者在开始治疗前和完成治疗后再次接受F-18FDGPET-CT检查,并纳入研究。记录临床资料和组织病理学结果。所有患者均接受化疗,然后进行腋窝淋巴结清扫手术。PET-CT结果通过视觉分析定性解释,并通过估计最大标准化摄取值(SUVmax)和其他参数(SUVmean)定量解释。SUL,SUVBSA,代谢性肿瘤体积(MTV)和总病变糖酵解(TLG)。
    F-18FDGPET-CT检测新辅助化疗后残留病变的敏感性和特异性分别为75.6%和92.8%。完全缓解和残留疾病之间的差异对于ΔSUVmax(p=0.005),ΔSUVmean(p=0.006),ΔSUL(0.005)和ΔSUVBSA(0.004),而ΔMTV和ΔTLG在两组之间没有显着差异。新的NIMS评分系统包括ΔSUVmax的评分,ΔSUVBSA,ΔTLG和ΔMTV在1至4的范围内,与PERCIST标准密切相关。
    F-18FDGPET-CT在完成NACT后检测残留病变方面具有良好的准确性。化疗前PET-CT不足以预测原发肿瘤对化疗的反应。然而,各种PET-CT参数值的变化是评估化疗反应的敏感工具.新的分级系统易于使用,并且与PERCIST具有良好的相关性。
    UNASSIGNED: Positron emission tomography with computed tomography (PET-CT) using fluorine 18-fluorodeoxyglucose (F-18 FDG) is increasingly used to stage patients with locally advanced breast cancer and for assessing treatment response after neoadjuvant chemotherapy (NACT).
    UNASSIGNED: The aim of the study was to assess the correlation between PET-CT parameters and pathologic response of breast primary after NACT in breast cancer patients and to devise a grading system called NIMS grading system for response assessment using PET quantitative parameters.
    UNASSIGNED: 55 patients who underwent F-18 FDG PET-CT before starting the therapy and again after completion of therapy were identified and included in the study. The clinical data and the histopathologic findings were recorded. All the patients received chemotherapy followed by surgery with axillary lymph node dissection. The PET-CT results were interpreted both qualitatively by visual analysis and quantitatively by estimating maximum Standardized uptake values(SUVmax) and other parameters - SUVmean, SUL, SUVBSA, Metabolic tumor volume (MTV) and Total lesion glycolysis (TLG).
    UNASSIGNED: The sensitivity and specificity of F-18 FDG PET-CT to detect the residual disease after neoadjuvant chemotherapy was 75.6% & 92.8% respectively. Differences between complete response and residual disease were significant for ΔSUVmax(p=0.005), ΔSUVmean(p=0.006), ΔSUL (0.005) and ΔSUVBSA(0.004), while ΔMTV and ΔTLG were not significantly different between the two groups. The new NIMS grading system included scoring of ΔSUVmax, ΔSUVBSA, ΔTLG and ΔMTV on scale of 1 to 4 and correlated well with PERCIST criteria.
    UNASSIGNED: F-18 FDG PET-CT had a good accuracy in the detection of residual disease after completion of NACT. Pre chemotherapy PET-CT is not adequate to predict the response of primary tumour to chemotherapy. However, changes in the values of various PET-CT parameters are a sensitive tool to assess the response to chemotherapy. The new grading system is easy to use and showed good correlation to PERCIST.
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  • 文章类型: Journal Article
    目的:尚未评估[123I]间碘苄基胍(MIBG)交感神经成像与三维(3D)定量临床诊断神经系统疾病的能力。这项研究比较了使用常规平面成像作为平均标准化摄取值(SUVmean)计算的绝对心脏计数,并评估了[123I]MIBG单光子发射计算机断层扫描(SPECT)-CT对神经系统疾病诊断的贡献。
    方法:使用早期和延迟的[123I]MIBGSPECT-CT和平面成像连续评估72例神经系统疾病患者。在早期和延迟的SPECT-CT图像中手动分割左心室,然后计算SUVmean和冲洗率(WRs)。通常计算平面图像上的心脏与纵隔比率(HMR)和WRs。我们研究了平面HMR与SPECT-CTSUVmeans之间以及从平面和SPECT-CT图像获得的WR之间的相关性。将线性回归定义的SPECT-CTWR的截止值和从数据库得出的正常平面WR的截止值与患者的神经系统诊断进行比较。我们根据临床诊断将患者分组为对照组(n=6),多系统萎缩(MSA,n=7),进行性核上性麻痹(PSP,n=17),和帕金森病或路易体痴呆(PD/DLB,n=19),然后比较SPECT-CT和平面图像参数。
    结果:我们发现在早期和延迟图像上,SPECT-CTSUVmean与平面HMR之间存在显著相关性(R2=0.69和0.82,p<0.0001),以及SPECT-CT与平面WRs之间存在显著相关性(R2=0.79,p<0.0001)。基于线性回归的SPECT-CTWR的阈值为31%,导致72例患者中有67例(93.1%)的平面与SPECT-CTWR一致。与对照组相比,PSP和MSA患者的早期和延迟SUVmean比平面HMR更有显著性.PSP患者的SPECT-CTWRs的趋势相似。
    结论:使用[123I]MIBGSPECT-CT测定的绝对心脏计数和SUV均值与神经系统疾病患者的常规平面图像的发现相关。使用[123I]MIBGSPECT-CT成像进行三维定量可能会将PSP和MSA患者与对照组区分开。
    OBJECTIVE: The ability of [123I]metaiodobenzylguanidine (MIBG) sympathetic nerve imaging with three-dimensional (3D) quantitation to clinically diagnose neurological disorders has not been evaluated. This study compared absolute heart counts calculated as mean standardized uptake values (SUVmean) using conventional planar imaging and assessed the contribution of [123I]MIBG single-photon emission computed tomography (SPECT)-CT to the diagnosis of neurological diseases.
    METHODS: Seventy-two patients with neurological diseases were consecutively assessed using early and delayed [123I]MIBG SPECT-CT and planar imaging. Left ventricles were manually segmented in early and delayed SPECT-CT images, then the SUVmean and washout rates (WRs) were calculated. Heart-to-mediastinum ratios (HMRs) and WRs on planar images were conventionally computed. We investigated correlations between planar HMRs and SPECT-CT SUVmeans and between WRs obtained from planar and SPECT-CT images. The cutoff for SPECT-CT WRs defined by linear regression and that of normal planar WRs derived from a database were compared with neurological diagnoses of the patients. We assigned the patients to groups according to clinical diagnoses as controls (n = 6), multiple system atrophy (MSA, n = 7), progressive supranuclear palsy (PSP, n = 17), and Parkinson\'s disease or dementia with Lewy bodies (PD/DLB, n = 19), then compared SPECT-CT and planar image parameters.
    RESULTS: We found significant correlations between SPECT-CT SUVmean and planar HMR on early and delayed images (R2 = 0.69 and 0.82, p < 0.0001) and between SPECT-CT and planar WRs (R2 = 0.79, p < 0.0001). A threshold of 31% for SPECT-CT WR based on linear regression resulted in agreement between planar and SPECT-CT WR in 67 (93.1%) of 72 patients. Compared with controls, early and delayed SUVmean in patients with PSP and MSA tended more towards significance than planar HMR. This trend was similar for SPECT-CT WRs in patients with PSP.
    CONCLUSIONS: Absolute heart counts and SUVmean determined using [123I]MIBG SPECT-CT correlated with findings of conventional planar images in patients with neurological diseases. Three-dimensional quantitation with [123I]MIBG SPECT-CT imaging might differentiate patients with PSP and MSA from controls.
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  • 文章类型: Journal Article
    背景:关于神经元特异性烯醇化酶(NSE)水平与正常器官之间关系的研究,尤其是中枢神经系统,在小细胞肺癌中是有限的。因此,本研究旨在探讨下丘脑/垂体区域正电子发射断层扫描-计算机断层扫描(PET-CT)积累之间的关系,肿瘤活性,局限期小细胞肺癌的NSE水平。我们回顾性分析了2019年7月1日至2023年5月31日在东京医科大学医院诊断为局限期小细胞肺癌并接受放化疗或放疗的患者。白细胞,红细胞,血红蛋白,血小板,总蛋白质,白蛋白,NSE,和癌胚抗原在治疗开始前获得的血液样本中进行测量。最大标准化摄取值(SUVmax),volume,和每个下丘脑/垂体区域的总病变糖酵解(TLG),原发性肿瘤,从PET-CT图像中提取淋巴结转移。计算肿瘤总体积(原发肿瘤体积加淋巴结转移体积)和总TLG(原发肿瘤TLG加淋巴结转移TLG)。
    结果:本研究包括19名患者(平均年龄,70.1±8.8岁;13名男性和6名女性);所有患者的病理均为小细胞肺癌。根据NSE参考值(16.3ng/mL)将患者分为两组:6名患者的NSE水平低于参考值,13名患者的NSE水平高于参考值。NSE<16.3ng/mL组下丘脑/垂体区SUVmax为2.95,NSE>16.3ng/mL组4.10,具有统计学上的显著差异(p=0.03)。NSE<16.3ng/mL组的总肿瘤体积为17.8mL,NSE>16.3ng/mL组的总肿瘤体积为98.9mL,差异有统计学意义(p<0.01)。在下丘脑/垂体中的SUVmax与NSE水平之间观察到r=0.458(p=0.0486)的相关系数。在总肿瘤体积和NSE水平之间也观察到r=0.647(p<0.01)的相关系数。最后,下丘脑/垂体TLG与原发性肿瘤TLG之间的相关系数为r=0.53(p=0.01)。
    结论:研究结果表明下丘脑/垂体活动与肿瘤活动之间存在相关性,提示NSE的预后意义。
    BACKGROUND: Research on the relationship between neuron-specific enolase (NSE) levels and normal organs, particularly the central nervous system, in small cell lung cancer is limited. Therefore, this study aimed to investigate the relationship between positron emission tomography-computed tomography (PET-CT) accumulation at hypothalamic/pituitary regions, tumor activity, and NSE level in limited-stage small cell lung cancer. We retrospectively analyzed patients who were diagnosed with limited-stage small cell lung cancer at Tokyo Medical University Hospital between July 1, 2019, and May 31, 2023, and were treated with chemoradiotherapy or radiotherapy. Leukocytes, erythrocytes, hemoglobin, platelets, total protein, albumin, NSE, and carcinoembryonic antigen were measured in blood samples obtained before treatment initiation. The maximum standardized uptake value (SUVmax), volume, and total lesion glycolysis (TLG) of each hypothalamic /pituitary region, primary tumor, and lymph node metastases were extracted from PET-CT images. The total tumor volume (primary tumor volume plus lymph node metastases volume) and total TLG (primary tumor TLG plus lymph node metastases TLG) were calculated.
    RESULTS: This study included 19 patients (mean age, 70.1 ± 8.8 years; 13 men and 6 women); the pathology in all patients was small cell lung cancer. Patients were classified into two groups according to the NSE reference value (16.3 ng/mL): six patients having NSE level below the reference value and 13 having NSE level above the reference value. The SUVmax in the hypothalamic/pituitary region was 2.95 in the NSE < 16.3 ng/mL group and 4.10 in the NSE > 16.3 ng/mL group, with a statistically significant difference (p = 0.03). The total tumor volume was 17.8 mL in the NSE < 16.3 ng/mL group and 98.9 mL in the NSE > 16.3 ng/mL group, with a statistically significant difference (p < 0.01). A correlation coefficient of r = 0.458 (p = 0.0486) was observed between SUVmax in the hypothalamus/pituitary and NSE level. A correlation coefficient of r = 0.647 (p < 0.01) was also observed between total tumor volume and NSE level. Finally, a correlation coefficient of r = 0.53 (p = 0.01) was observed between hypothalamic/pituitary TLG and primary tumor TLG.
    CONCLUSIONS: The findings demonstrated a correlation between hypothalamic/pituitary activity and tumor activity, suggesting the prognostic significance of NSE.
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  • 文章类型: Journal Article
    围绕辅助化疗(ACT)治疗I期肺腺癌(LUAD)的疗效存在争议。这项研究的目的是检查通过18F-氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(FDG-PET/CT)测量的最大标准化摄取值(SUVmax)对诊断为I期患者的ACT疗效的影响LUAD。
    我们仔细检查了928例连续患者的医疗记录,这些患者在我们机构接受了I期LUAD病理阶段的完整手术切除。使用X-tile软件确定原发肿瘤SUVmax在无病生存期(DFS)和总生存期(OS)方面的理想截断值。采用Kaplan-Meier法和Cox回归分析进行生存分析。
    基于SUVmax算法,DFS的理想截断值为4.9,OS的理想截断值为5.0.我们选择5.0作为阈值,因为OS是更广泛接受的预测端点。在多元Cox回归分析中,SUVmax≥5.0,有问题的IB阶段,肺下切除术被确定为DFS和OS差的独立危险因素。值得注意的是,接受ACT治疗的患者的DFS和OS明显长于病理分期IBLUAD和SUVmax≥5.0的患者亚组(分别为p<0.035和p≤0.046)。然而,对于SUVmax<5.0的IA或IB期患者,没有观察到生存优势.
    在完全切除的病理阶段ILUAD的背景下,肿瘤的术前SUVmax可作为ACT影响的指标。值得注意的是,在IB期类别中表现出升高的SUVmax水平的患者作为一个亚组出现,这些亚组从术后ACT中获得了显著的益处.
    UNASSIGNED: Controversy surrounds the efficacy of adjuvant chemotherapy (ACT) in the treatment of stage I lung adenocarcinoma (LUAD). The objective of this study was to examine the impact of the maximum standardized uptake value (SUVmax) as measured by 18F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) on the efficacy of ACT in patients diagnosed with stage I LUAD.
    UNASSIGNED: We scrutinized the medical records of 928 consecutive patients who underwent complete surgical resection for pathological stage I LUAD at our institution. The ideal cut-off value for primary tumor SUVmax in terms of disease-free survival (DFS) and overall survival (OS) was determined using the X-tile software. The Kaplan-Meier method and Cox regression analysis were used for survival analysis.
    UNASSIGNED: Based on the SUVmax algorithm, the ideal cutoff values were determined to be 4.9 for DFS and 5.0 for OS. We selected 5.0 as the threshold because OS is the more widely accepted predictive endpoint. In a multivariate Cox regression analysis, SUVmax ≥ 5.0, problematic IB stage, and sublobectomy were identified as independent risk factors for poor DFS and OS. It is noteworthy that patients who were administered ACT had significantly longer DFS and OS than what was observed in the subgroup of patients with pathological stage IB LUAD and SUVmax ≥ 5.0 (p < 0.035 and p ≤ 0.046, respectively). However, there was no observed survival advantage for patients in stages IA or IB who had an SUVmax < 5.0.
    UNASSIGNED: The preoperative SUVmax of tumors served as an indicator of the impact of ACT in the context of completely resected pathological stage I LUAD. Notably, patients within the Stage IB category exhibiting elevated SUVmax levels emerged as a subgroup experiencing substantial benefits from postoperative ACT.
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  • 文章类型: Journal Article
    目的:尽管肺癌筛查试验表明,与胸部X线摄影相比,计算机断层扫描可降低死亡率,两者被广泛视为不同类型的临床实践。人工智能可以通过在胸片中检测肺部肿瘤来改善预后。目前,人工智能被用来帮助医生解释放射图,但是随着未来人工智能的发展,它可能会成为一种替代医生的方式。因此,在这项研究中,我们调查了人工智能诊断肺癌的现状。
    方法:总共,我们招募了174例连续的恶性肺肿瘤患者,这些患者在手术前接受了人工智能检查的胸部X线摄影术后接受了手术.使用医学图像分析软件EIRLX射线肺结节1.12版(LPIXELInc.,东京,日本)。
    结果:人工智能确定了90例肺部肿瘤(所有患者为51.7%,不包括18例原位腺癌患者为57.7%)。在组织学类型之间,人工智能的检出率没有显着差异。所有18例原位腺癌均未被人工智能或医生检测到。在单变量分析中,人工智能可以检测具有较大组织病理学肿瘤大小的病例(p<0.0001),较大的组织病理学侵袭大小(p<0.0001),正电子发射断层扫描-计算机断层扫描的最大标准化摄取值更高(p<0.0001)。在多变量分析中,在具有较大组织病理学侵袭性大小的病例中,AI检测显著较高(p=0.006).在156例不包括原位腺癌的病例中,我们检查了基于肿瘤部位的人工智能检测率。与上肺野区域的肿瘤相比,下肺野区域的肿瘤检测频率较低(p=0.019),而中肺野区域的肿瘤检测频率更高(p=0.014)。
    结论:我们的研究表明,使用人工智能,肿瘤相关发现的诊断和与解剖结构重叠的区域的诊断并不令人满意.虽然目前人工智能诊断的地位是帮助医生做出诊断,未来人工智能有可能替代人类。然而,人工智能应该在未来作为一种增强,帮助医生在工作流程中扮演放射科医生的角色。
    OBJECTIVE: Although lung cancer screening trials have showed the efficacy of computed tomography to decrease mortality compared with chest radiography, the two are widely taken as different kinds of clinical practices. Artificial intelligence can improve outcomes by detecting lung tumors in chest radiographs. Currently, artificial intelligence is used as an aid for physicians to interpret radiograms, but with the future evolution of artificial intelligence, it may become a modality that replaces physicians. Therefore, in this study, we investigated the current situation of lung cancer diagnosis by artificial intelligence.
    METHODS: In total, we recruited 174 consecutive patients with malignant pulmonary tumors who underwent surgery after chest radiography that was checked by artificial intelligence before surgery. Artificial intelligence diagnoses were performed using the medical image analysis software EIRL X-ray Lung Nodule version 1.12, (LPIXEL Inc., Tokyo, Japan).
    RESULTS: The artificial intelligence determined pulmonary tumors in 90 cases (51.7% for all patients and 57.7% excluding 18 patients with adenocarcinoma in situ). There was no significant difference in the detection rate by the artificial intelligence among histological types. All eighteen cases of adenocarcinoma in situ were not detected by either the artificial intelligence or the physicians. In a univariate analysis, the artificial intelligence could detect cases with larger histopathological tumor size (p < 0.0001), larger histopathological invasion size (p < 0.0001), and higher maximum standardized uptake values of positron emission tomography-computed tomography (p < 0.0001). In a multivariate analysis, detection by AI was significantly higher in cases with a large histopathological invasive size (p = 0.006). In 156 cases excluding adenocarcinoma in situ, we examined the rate of artificial intelligence detection based on the tumor site. Tumors in the lower lung field area were less frequently detected (p = 0.019) and tumors in the middle lung field area were more frequently detected (p = 0.014) compared with tumors in the upper lung field area.
    CONCLUSIONS: Our study showed that using artificial intelligence, the diagnosis of tumor-associated findings and the diagnosis of areas that overlap with anatomical structures is not satisfactory. While the current standing of artificial intelligence diagnostics is to assist physicians in making diagnoses, there is the possibility that artificial intelligence can substitute for humans in the future. However, artificial intelligence should be used in the future as an enhancement, to aid physicians in the role of a radiologist in the workflow.
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