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基于光学表面成像的肺活量测定法在放射治疗中用于呼吸替代的特性分析。

Characterization of optical-surface-imaging-based spirometry for respiratory surrogating in radiotherapy.

作者信息

Li Guang, Wei Jie, Huang Hailiang, Chen Qing, Gaebler Carl P, Lin Tiffany, Yuan Amy, Rimner Andreas, Mechalakos James

机构信息

Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York 10065.

Department of Computer Science, City College of New York, New York, New York 10031.

出版信息

Med Phys. 2016 Mar;43(3):1348-60. doi: 10.1118/1.4941951.

Abstract

PURPOSE

To provide a comprehensive characterization of a novel respiratory surrogate that uses optical surface imaging (OSI) for accurate tidal volume (TV) measurement, dynamic airflow (TV') calculation, and quantitative breathing pattern (BP) estimation during free breathing (FB), belly breathing (BB), chest breathing (CB), and breath hold (BH).

METHODS

Optical surface imaging, which captures all respiration-induced torso surface motion, was applied to measure respiratory TV, TV', and BP in three common breathing patterns. Eleven healthy volunteers participated in breathing experiments with concurrent OSI-based and conventional spirometric measurements under an institutional review board approved protocol. This OSI-based technique measures dynamic TV from torso volume change (ΔVtorso = TV) in reference to full exhalation and airflow (TV' = dTV/dt). Volume conservation, excluding exchanging air, was applied for OSI-based measurements under negligible pleural pressure variation in FB, BB, and CB. To demonstrate volume conservation, a constant TV was measured during BH while the chest and belly are moving ("pretended" respiration). To assess the accuracy of OSI-based spirometry, a conventional spirometer was used as the standard for both TV and TV'. Using OSI, BP was measured as BP(OSI) = ΔVchest/ΔVtorso and BP can be visualized using BP(SHI) = SHIchest/(SHIchest + SHIbelly), where surface height index (SHI) is defined as the mean vertical distance within a region of interest on the torso surface. A software tool was developed for OSI image processing, volume calculation, and BP visualization, and another tool was implemented for data acquisition using a Bernoulli-type spirometer.

RESULTS

The accuracy of the OSI-based spirometry is -21 ± 33 cm(3) or -3.5% ± 6.3% averaged from 11 volunteers with 76 ± 28 breathing cycles on average in FB. Breathing variations between two separate acquisitions with approximate 30-min intervals are substantial: -1% ± 34% (ranging from -64% to 40%) in TV, 4% ± 20% (ranging from -50% to 26%) in breathing period (T), and -1% ± 34% (ranging from -49% to 44%) in BP. The airflow accuracy and variation (between two exercises) are -1 ± 54 cm(3)/s and -5% ± 30%, respectively. The slope of linear regression between OSI-TV and spirometric TV is 0.93 (R(2) = 0.95) for FB, 0.96 (R(2) = 0.98) for BB, and 0.95 (R(2) = 0.95) for CB. The correlation between the two spirometric measurements is 0.98 ± 0.01. BP increases from BB, FB to CB, while TV increases from FB, BB, to CB. Under BH, 4% volume variation (range) on average was observed.

CONCLUSIONS

The OSI-based technique provides an accurate measurement of tidal volume, airflow rate, and breathing pattern; all affect internal organ motion. This technique can be applied to various breathing patterns, including FB, BB, and CB. Substantial breathing irregularities and irreproducibility were observed and quantified with the OSI-based technique. These breathing parameters are useful to quantify breathing conditions, which could be used for effective tumor motion predictions.

摘要

目的

全面描述一种新型呼吸替代指标,该指标利用光学表面成像(OSI)在自由呼吸(FB)、腹式呼吸(BB)、胸式呼吸(CB)和屏气(BH)过程中准确测量潮气量(TV)、计算动态气流(TV')以及定量估计呼吸模式(BP)。

方法

光学表面成像可捕捉所有呼吸引起的躯干表面运动,用于测量三种常见呼吸模式下的呼吸TV、TV'和BP。11名健康志愿者参与了呼吸实验,在机构审查委员会批准的方案下,同时进行基于OSI的测量和传统肺活量测量。这种基于OSI的技术通过参考完全呼气时的躯干体积变化(ΔVtorso = TV)来测量动态TV,并通过气流(TV' = dTV/dt)进行测量。在FB、BB和CB中,在胸膜压力变化可忽略不计的情况下,基于OSI的测量应用了体积守恒(不包括交换空气)。为了证明体积守恒,在BH期间胸部和腹部移动(“假装”呼吸)时测量了恒定的TV。为了评估基于OSI的肺活量测定的准确性,使用传统肺活量计作为TV和TV'的标准。使用OSI时,BP测量为BP(OSI) = ΔVchest/ΔVtorso,并且BP可以使用BP(SHI) = SHIchest/(SHIchest + SHIbelly)进行可视化,其中表面高度指数(SHI)定义为躯干表面感兴趣区域内的平均垂直距离。开发了一个软件工具用于OSI图像处理、体积计算和BP可视化,另一个工具用于使用伯努利型肺活量计进行数据采集。

结果

基于OSI的肺活量测定的准确性在11名志愿者中平均为 -21 ± 33 cm³ 或 -3.5% ± 6.3%,在FB中平均有76 ± 28个呼吸周期。两次间隔约30分钟的单独采集之间的呼吸变化很大:TV为 -1% ± 34%(范围从 -64% 到 40%),呼吸周期(T)为 4% ± 20%(范围从 -50% 到 26%),BP为 -1% ± 34%(范围从 -49% 到 44%)。气流准确性和变化(两次练习之间)分别为 -1 ± 54 cm³/s 和 -5% ± 30%。FB中OSI-TV与肺活量计TV之间的线性回归斜率为0.93(R² = 0.95),BB中为0.96(R² = 0.98),CB中为0.95(R² = 0.9

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