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A concept of equivalent-volume concordance coefficient for comparing target volumes in radiotherapy
Xue Ou1,2, Xianfei Qin2, Huaye Wei2
1Department of Radiation Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
Background:
The significant limitation of simple volume analyses for target volumes is that they disregard the spatial distribution of non-overlapping volumes and the surrounding dose gradient.
Purpose:
To present a concept of equivalent-volume concordance coefficient (CCEV) for comparing target volumes in radiotherapy, which takes into account the dose coverage requirement and the spatial relationship between the standard volume (VStd) and the reference volume (VRef).
Methods:
By using uniform expansion and Boolean operations, the non-overlapped volumes were segmented by a certain spatial distance (d) from the margin of VStd or VRef. The volume of VStd-I and VRef-I were defined as VStd and VRef minus their intersection volume (VI), respectively. The equivalent volume (EV) increased with d (EVStd-I = ∑VStd-I_ i(di/dr)n; EVRef-I = ∑VRef-I_ i(di/dr)n). The dose-volume histograms (DVHs) of whole body were exported in 20 volumetric modulated arc therapy (VMAT) plans. The radius (R) of the equivalent sphere for VPCT (the volume covered by a percentage dose (PCT)) was calculated (RPCT = (3VPCT/4π)1/3), and the mean dose fall-off distance (dPCT) from VPCT to V100% was calculated by the equation: dPCT = RPCT-R100%. The distance-penalty parameter n was determined by the exponential relationship between PCT and dPCT. The CCEV was evaluated via the Jaccard coefficient (JC) and dice similarity coefficient (DSC) and was compared against traditional indices in an illustrative case and two sets of volumes delineated at different time points.
Results:
The DVH could be divided into prescription dose region, rapid fall-off region, slow fall-off region and low-dose region according to dose gradients of 20 plans. The volume of V48% minus V100% was contained in the rapid dose fall-off region, where the mean d48% was 2.03 cm (1.75-2.40 cm), and PCT was linearly correlated with dPCT (all R2≥0.987, P < 0.001), leading to the setting of reference distance (dr) = 1 cm and n = 1. CCEV distinguished different intersection conditions and yielded reasonable results. The mean JCEV and DSCEV of two volume sets were 0.929 and 0.963, respectively.
Conclusions:
A reference penalty distance of 1 cm and a distance-penalty parameter of 1 are recommended for CCEV in clinical practice. CCEV effectively incorporates the spatial location of non-overlapped volumes and key radiotherapy requirements.
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