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Heterogeneity of Particle Deposition by Pixel Analysis of 2D Gamma Scintigraphy Images

机译:通过二维伽马闪烁图像像素分析的颗粒沉积异质性

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摘要

>Background: Heterogeneity of inhaled particle deposition in airways disease may be a sensitive indicator of physiologic changes in the lungs. Using planar gamma scintigraphy, we developed new methods to locate and quantify regions of high (hot) and low (cold) particle deposition in the lungs.>Methods: Initial deposition and 24 hour retention images were obtained from healthy (n=31) adult subjects and patients with mild cystic fibrosis lung disease (CF) (n=14) following inhalation of radiolabeled particles (Tc99m-sulfur colloid, 5.4 μm MMAD) under controlled breathing conditions. The initial deposition image of the right lung was normalized to (i.e., same median pixel value), and then divided by, a transmission (Tc99m) image in the same individual to obtain a pixel-by-pixel ratio image. Hot spots were defined where pixel values in the deposition image were greater than 2X those of the transmission, and cold spots as pixels where the deposition image was less than 0.5X of the transmission. The number ratio (NR) of the hot and cold pixels to total lung pixels, and the sum ratio (SR) of total counts in hot pixels to total lung counts were compared between healthy and CF subjects. Other traditional measures of regional particle deposition, nC/P and skew of the pixel count histogram distribution, were also compared.>Results: The NR of cold spots was greater in mild CF, 0.221±0.047(CF) vs. 0.186±0.038 (healthy) (p<0.005) and was significantly correlated with FEV1 %pred in the patients (R=−0.70). nC/P (central to peripheral count ratio), skew of the count histogram, and hot NR or SR were not different between the healthy and mild CF patients.>Conclusions: These methods may provide more sensitive measures of airway function and localization of deposition that might be useful for assessing treatment efficacy in these patients.
机译:>背景:气道疾病中吸入颗粒沉积物的异质性可能是肺部生理变化的敏感指标。我们使用平面伽玛闪烁显像技术开发了新方法来定位和量化肺中高(热)和低(冷)颗粒沉积的区域。>方法::从健康人那里获得了初始沉积和24小时保留图像(n = 31)成人受试者和在控制呼吸条件下吸入放射性标记颗粒(Tc99m-硫胶体,5.4μmMMAD)后患有轻度囊性纤维化肺病(CF)的患者(n = 14)。将右肺的初始沉积图像标准化为(即,相同的中值像素值),然后除以同一个体中的透射(Tc99m)图像,以获得逐像素比率的图像。在沉积图像中的像素值大于透射率的2倍时定义热点,而在沉积图像中小于透射率的0.5X的像素处定义为热点。比较健康和CF受试者的热像素和冷像素与肺总像素的数量比(NR),以及热像素与肺总像素的总计数的总比(SR)。还比较了其他传统的区域颗粒沉积度量,nC / P和像素计数直方图分布的偏斜。>结果:在轻度CF下冷点的NR较大,为0.221±0.047(CF) vs. 0.186±0.038(健康)(p <0.005),并且与患者中FEV1%pred显着相关(R = -0.70)。健康和轻度CF患者之间的nC / P(中心与外周计数之比),计数直方图的偏斜以及炎热的NR或SR均无差异。>结论:这些方法可能提供更敏感的指标气道功能和沉积物定位可能有助于评估这些患者的治疗效果。

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