Page 65 - ARNM-2-4
P. 65

Advances in Radiotherapy
            & Nuclear Medicine                                             Different approaches for the computation of BED



              The mean BED and mean EQD  are defined by averaging   Corporation, 2024: https://office.microsoft.com/excel).
                                      2
            these quantities for different voxels, that is,    A  two-tailed Student’s t-test was used to evaluate the
                                                               significance of the differences between these parameters
                                                           for the DCA and VMAT plans.
                      1  N voxel      D    j () 
            BED mean  =  N  ∑   D voxel ()  +  voxel    and   3. Results
                                  j 1
                                           α
                          j=1 
                      voxel
                                            β
                                      N f( )   
                                                
                       BED                                     Table 1 contains the locations and volumes of the lung
            EQD 2,� mean  =  mean                      (15)    lesions for the studied SBRT cases. Figure 2 displays the
                      1+  2                                    mean value and standard deviation of the target dose for
                         ( )                                   the evaluated DCA and VMAT plans. The computed BEDs
                         α
                           β
                                                               are presented in Figure 3. The dashed and solid lines in
              BED mean  can also be written in a more succinct form:  Figures 2 and 3 represent the sample means of the displayed
                                                               parameters for the DCA and VMAT plans, respectively.
                                                             Table 2 contains the sample mean and sample standard
                             D          σ 2                  deviation of the computed dosimetric and radiobiological
            BED mean  = D mean 1 +  mean   +         (16)
                                α
                                           α
                            N f( )  ( )                     parameters.
                                    
                                       N
                                 β     f  β
                                                               4. Discussion
              where
                    1  N voxel                                 4.1. General properties of BED mean and BEDnud
            D mean  =  N  ∑ D voxel  j ()  and                 BED mean  always exceeds or equals  BED nud  (Appendix).
                        j=1
                  1  voxel            2                        In addition,  BED  depends on both  α and  β, whereas
                                                                             nud
                     N voxel
            σ =      ∑  (D   − D     ) j ()            (17)    BED    depends only on the ratio of these parameters. The
              2
                                                                   mean
                 N voxel  = j  1  mean  voxel                  third important difference between BED mean  and BED  is
                                                                                                          nud
              For a fixed mean dose to the target, BED mean  increases   their different dependencies on the variance of the target
                                                                    2
            with increasing variance of the target dose (Eq. (16). In   dose σ . That is, if the mean dose in the target is fixed, then
            contrast, as mentioned above,  BED  decreases with   BED mean  always increases with increasing  σ. Conversely,
                                           nud
            increasing σ . In addition (see Appendix), BED mean  always   under the same condition,  BED  decreases when  σ
                      2
                                                                                           nud
            exceeds or equals BED .                            increases. The differences between BED mean  and BED  are
                                                                                                         nud
                              nud
                                                               further discussed in the subsequent sections.
            2.6. Computation of BED for clinical cases
                                                               4.2. BED   vs. BED  in SBRT plans with DCA
            The BED was computed for 51 cases of non-small lung cancer   mean   nud
            treated  with  stereotactic  body  radiation therapy  (SBRT).   The results confirm that the sample mean of  BED mean  is
            The considered treatment plans were produced with 6MV   greater than that of BED . For example, in the considered
                                                                                  nud
            flattening filter-free beams using Eclipse TPS (version 15.6,   cases, the sample mean of BED mean  was 9% and 18% > the
                                                                                                            −1
                                                                                             −1
            Varian Medical Systems, Inc., Palo Alto, CA). For each case,   sample mean of BED  for α = 0.15 Gy  and α = 0.35 Gy ,
                                                                               nud
            two plans were created using VMAT and DCAs.        respectively (Table 2). The  latter value  of the alpha  is
                                                               consistent with that in a recent study  that compared the
                                                                                             41
              The analytical anisotropic algorithm and a dose grid   LQ model with several other radiobiological models for
            of 1.25 mm  were used to compute the planned dose. The   nearly 3000 patients.
                     3
            same treatment regimen 10 Gy × 5 = 50 Gy was used for all
            cases with plan normalization such that at least 95% of the   4.3. BED mean  vs. BED  in SBRT plans with VMAT
                                                                                nud
            PTV received the prescribed dose.                  Compared with the DCA plans, the studied VMAT
              The BED was calculated for different values of alpha   plans were characterized by smaller values of  D mean
            and alpha/beta ratio of 10 Gy. To compute the BED  and   and  σ (Figure  2). For the  VMAT plans, we had
                                                     nud
            BED mean , the planned DVHs in Eclipse were exported and   D mean  = 52.9 ± 0.9 Gy and σ = 1.6 ± 0.5 Gy (Table 2). The
            analyzed offline using Excel and Python scripts developed   corresponding values of  D mean  and  σ for the DCA plans
            in-house.                                          were as follows: D mean  = 56.1 ± 1.1 Gy and σ = 3.5 ± 0.7 Gy.
                                                               As in the DCA plans, the sample mean of BED   for the
                                                                                                     mean
            2.7. Data analysis                                 VMAT plans was greater than that of  BED . However,
                                                                                                   nud
            The mean values and variances of D mean , σ, BED mean , and   the difference between  BED mean  and  BED  was smaller
                                                                                                 nud
            BED  were  computed in  Microsoft  Excel  (Microsoft   for the VMAT plans than for the DCA plans. That is, for
               nud
            Volume 2 Issue 4 (2024)                         5                              doi: 10.36922/arnm.4826
   60   61   62   63   64   65   66   67   68   69   70