Quantitative prediction of respiratory tidal volume based on the external torso volume change: a potential volumetric surrogate.
An external respiratory surrogate that not only highly correlates with but also quantitatively predicts internal tidal volume should be useful in guiding four-dimensional computed tomography (4DCT), as well as 4D radiation therapy (4DRT). A volumetric surrogate should have advantages over external fiducial point(s) for monitoring respiration-induced motion of the torso, which deforms in synchronization with a patient-specific breathing pattern. This study establishes a linear relationship between the external torso volume change (TVC) and lung air volume change (AVC) by validating a proposed volume conservation hypothesis (TVC = AVC) throughout the respiratory cycle using 4DCT and spirometry. Fourteen patients' torso 4DCT images and corresponding spirometric tidal volumes were acquired to examine this hypothesis. The 4DCT images were acquired using dual surrogates in ciné mode and amplitude-based binning in 12 respiratory stages, minimizing residual motion artifacts. Torso and lung volumes were calculated using threshold-based segmentation algorithms and volume changes were calculated relative to the full-exhalation stage. The TVC and AVC, as functions of respiratory stages, were compared, showing a high correlation (r = 0.992 +/- 0.005, p < 0.0001) as well as a linear relationship (slope = 1.027 +/- 0.061, R(2) = 0.980) without phase shift. The AVC was also compared to the spirometric tidal volumes, showing a similar linearity (slope = 1.030 +/- 0.092, R(2) = 0.947). In contrast, the thoracic and abdominal heights measured from 4DCT showed relatively low correlation (0.28 +/- 0.44 and 0.82 +/- 0.30, respectively) and location-dependent phase shifts. This novel approach establishes the foundation for developing an external volumetric respiratory surrogate.
Li
Guang
G
Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
Arora
Naveen C
NC
Xie
Huchen
H
Ning
Holly
H
Lu
Wei
W
Low
Daniel
D
Citrin
Deborah
D
Kaushal
Aradhana
A
Zach
Leor
L
Camphausen
Kevin
K
Miller
Robert W
RW
D000005:Abdomen / Q000033:anatomy & histology / Q000502:physiology; D000388:Air; D049628:Body Size; D005740:Gases; D041981:Gastrointestinal Tract / Q000000981:diagnostic imaging / Q000378:metabolism; D006801:Humans; D016014:Linear Models; D008168:Lung / Q000033:anatomy & histology / Q000502:physiology; D009068:Movement; D011312:Pressure; D015203:Reproducibility of Results; D012119:Respiration; D012680:Sensitivity and Specificity; D013909:Thorax / Q000033:anatomy & histology / Q000502:physiology; D013990:Tidal Volume; D014057:Tomography, X-Ray Computed / Q000379:methods*
D005740:Gases