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Predicting clinical and biochemical
endpoints before external radiotherapy
  combined with hormonal treatment


         Professor David Dearnaley
     Institute of Cancer Research/Royal Marsden Hospital
Increasing use of gonadotropin-releasing hormone agonists for the
treatment of localized prostate carcinoma Shahinian,Cancer 2005 103
1615


% of patients treated with LHRHa or orchidectomy within the first 6
months of diagnosis over the time period 1991-1999.
No. 517 1988-98 median FU 44months
NAD median 5.5months
RT dose 64GY
PSA median 20ng/ml, T3/4 disease in 56%

PSA failure 233 men

Multivariate analysis
PSA, Histological grade , T stage, Age
Problems
• PSA progression not a good endpoint as testosterone
  suppression delays failure
• Derived from datasets in academic centres
• Do not include data from randomised phase III trials of
  neo/adjuvant hormone therapy


• Perform less well in ‘community’ - overestimate
  likelihood of control
• Only apply to population similar to index population
Metaanalysis of homones and RT
                Bria Cancer 2009 115 3446

• 7 trials - 4387 patients - 3 long /4 short course
• HR 0.76 for PSA failure HR 0.81 for CPFS
Metaanalysis of hormones and RT Bria Cancer 2009 115 3446
HR 0.76 for CSS and HR 0.86 for OS
RR 1.46
Combined modality treatment using androgen
              suppression and radiotherapy
Potential mechanisms 1) additive/synergistic local effect 2) spatial co-operation


  Initial (neoadjuvant)                         Reduction in prostate volume
  androgen suppression
                        Increased cell kill         Normal tissue sparing
                        with irradiation                  (rectum/bladder)

                           Improved local control
                           increased dose (conformal RT)

  Adjuvant androgen
  suppression              Reduction in metastases
                                                         Reduced RT
                                                         complications
                           Improved survival
Lancet epub
802 men median follow-up of 10·6 years

3 months of NADT
PSA progression HR 0·72 p=0·003          Distant prog        HR 0·89   p=0·55
local progression HR 0·49 p=0·0005       CSM                HR 0·86    p=0·40
Event-free survival HR 0·63 p<0·0001     all-cause mortality HR 0·8    p=0·18

 6 months of NADT
PSA progression HR 0·57 p<0·0001         Distant prog       HR 0·49 p=0·001
local progression HR 0·45 p=0·0001       CSM                HR 0·49 p=0·0008
Event-free survival HR 0·51 p<0·0001     all-cause mortality HR 0·63 p=0·0008
Local prog
              CSS




              OS
Metastases
• RT +/- 6months AD
• No. 206 Int/high risk FU 7.6yrs
• Overall Deaths 44 vs 30
  HR 1.8 p = 0.01
• 8yr survival 74% vs 61%
  Absolute advantage 13%
• Prostate cancer specific mortality
  14 vs 4 deaths HR 4.1 p=0.01

•  NNT treat is 10.4 to prevent 1 CaP death
 at 8 yrs
• NNT treat is 7.7 to prevent 1 death from
  any cause at 8 yrs
Lancet Oncol 2010 11 1066



    EORTC 22863
•   No.415 FU 9 yrs
•   RT Pr (70Gy)/Pelvis (50Gy) +/-3yr adj AD
•   High Grade T1/2 or T3/4
•   iPSA >20 in 55%
Lancet Oncol 2010 11 1066




                            NNT (10yrs) 4.0
Lancet Oncol 2010 11 1066




                            NNT (10yrs) 7.0
Lancet Oncol 2010 11 1066




                            NNT (10yrs) 4.0
2009, 3560, 2516-27




•   6m vs 36m AD (triptorelin 1 or 3m depot :
    MAB for initial 6m)
•   No. 977 ; 6.4yr FU
•   78% T3/4 ; PSA 19 (1-160) ;18%≥ GL 8


• 5 yr overall mortality
  19% vs 15% HR 1.42 NNT 26
• 5yr prostate specific mortality
   4.7% vs 3.2% HR 1.71 NNT 67
RTOG 92-02:Radiotherapy and duration of
             androgen suppression
                  No. 1554             Follow up 56m
5 year results            4m AD                       28m AD
Local failure              13%                       6%   p=.0001
PSA control                21%                      46% p=.0001
Disease specific survival   87%                      92% p=.07
Overall survival           78%                      79% NS
                            BUT
DSS Gl 8-10 (22% of cases) 78%                      90%   p=.007
OS Gl 8-10                 69%                      80%   p=.02
                           Hanks JCO 2003 21 3972
Is biochemical response more important than duration
      of neoadjuvant therapy hormone before RT :
            analysis of the 3 vs 8 month trial
           Alexander IJROBP 2010 76 23-30

• Canadian RCT; no.378; RT 66Gy and 3 vs 8m CAB;
  No difference by randomised group
• PSA pre RT ≤0.1(n=125) vs >0.1(n=210)
• bDFS 55% vs 49% (p=0.04 ), 57% vs 29% (p=0.02)
  for high risk group
• MV analysis GL,T stage ,iPSA and pre RT PSA
  related to outcome
Recovery of serum testosterone after neoadjuvant
androgen deprivation therapy and radical radiotherapy
 in localized prostate cancer. Murthy BJU Int 97 476

                 1 month LHRHA depot (4-6)
Time to recovery of testosterone levels
        after adjuvant androgen suppression
                   using an LHRHa
Single 3 month depot       9-13.6 months (median time to normal range)
Oefelein J.Urol 1998,
Dearnaley J.Urol 1999

2x3 month depot            15 months (median recovery time to baseline)
D’Amico Cancer 2007        Age related
2x3 month depot            7.5-9 months (recovery to normal range)
Gulley J.Urol 2005

3-6 x 1 month depot        13 week (median) (recovery to normal range)
Shahidi Clin Oncol 2001,   18 week 85%
Murthy BJU Int 2006/7      No fall over next 5 years
3-28 months. 1-3m depots   26% normal 6 month, 71% normal 12 month
Padula IJROBP 2002         Related to duration of therapy
Test set                  Validating set

MSK 1988-98   No. 1042    Cleveland 1986-98   No. 912

NAD 37%                   NAD 23%

Dose med 75.6Gy (65-86)   Dose med 70Gy (65-78)

PSA 11.0                  PSA 9.9

T3 23%                    T3 11%
Note overriding
importance of PSA
                              Note all ≥T2b close

Note all GL ≥7 close



                       Small hormonal treatment effect
No. 3264 median FU 51 Months
Low risk 21% Int Risk 51% High Risk 28%
30% androgen deprivation
Positive biopsy cores median 50% (29-67%)

End point biochemical failure
MV analysis independent parameters :
Age, PSA, GL,Stage, AD duration,RT dose (all p< 0.001)
%+ve biopsy cores p=0.01
inclusion increased c-index from 0.72 to 0.73
NB differences in relative importance of age,stage,GL,AD duration cf PSA
•   4 centres (PMCC,FCCC,WB,BCCA)
•   3666 patients 1198 PSA failures
•   LR14%,IR 53%,HR 33%
•   AD from 0-36 months (type not specified)
66% risk reduction with 3ys vs no AD




56% of benefit
       86% of benefit
                     99% of benefit
Magnitude of Effect of AD
                             Effect of AD duration independent of
duration dependant on dose
                             risk group except for T3 disease
Questions for use of adjuvant
   androgen suppression

• How long?
• Where is “dividing line” between
  long and short course treatment?
• Are anti-androgens as effective?
• Predictive markers ??
• Can additional agents improve on
  LHRHa alone? Abiraterone ??
J Clin Oncol 2009;27:3177-3184




                                 •   High MDM2 and Ki-67
                                     expression levels
                                     independently related to
                                     distant metastases and
                                     cause specific survival
                                 •   Previous studies suggest eg
                                     Protein Kinase A,p53 and
                                     Cox 2 expression related to
                                     benefit of long term AD
Biomarkers tested in RTOG radiotherapy trials

Biomarker    Study   No.     Prognostic       Predictive      Type
  Ki67       92-02   537    LF, DM, CSD         LTAD       Proliferative
  Mib-1      86-10   456   BF, LF, DM, CSM        -        Proliferative
PKA type 1   86-10   108      DM, DSS             -        Proliferative
  BCL2       92-02   502          -             LTAD        Apoptosis
  BAX        92-02   502         BF          (BC22+BAX-)    Apoptosis
   P53       92-02   777      CSM, DM           LTAD        Cell repair
   P16       92-02   500         DM             LTAD        Cell repair
  Cox-2      92-02   586     BF, LF, DM         LTAD            ?
 STAT3       86-10   62          DM               -        Transcription
McCarthy J Clin Pathol. 2009 62 694–698
A predictive marker for benefit of Dose
Escalation ? Osteopontin Expression
                                 Morgan NCIC Conf 2009
MRC RT01                      Patients treated at RMH in phase 3
                              trials of dose escalation




                       64Gy
                                                               74Gy

                      74Gy


                                                               64Gy




    HR 1.41 (0.53-3.76)                         HR 0.42 (0.26-0.7)
           P = 0.49                          p = 0.001
• Aim to produce a marker panel to
  individualise treatment
• ≥2150 samples for TMA
• Assessment of aprox 20 biomarkers for
  prediction of dose and fraction size
  sensitivity (and prognosis)
• Radiation response - cell proliferation,
  hypoxia, DNA repair, DNA checkpoint
  response , apoptosis – other prognostic
  markers in CaP
CHHiP : Phase III Trial of Conventional or
Hypofractionated High Dose intensity Modulated
       Radiotherapy in Prostate Cancer
Hypothesis: alpha/beta ratio in ca prostate may be low

Conventional             74Gy 37F 7.4w
Hypofractionated         60Gy 20F 4w
Hypofractionated         57Gy 19F 3.8w

NAD 3-6 months in intermediate/high risk patients

•   Part 1 Pilot randomised ‘phase I’ : 2 centres (n=150)
•   Part 2 Preliminary phase III study : 6 centres (n=450)
•   Part 3 Full Phase III trial : ≥ 40 centres (n=3160)
CHHiP Trial
 Centres and
 Recruitment


Recruitment March’11
3110 out of 3160
115 pts/month-peak
42 Centres
TransCHHiP

Statistical Consideration Slides
          CR UK CTSU
Expected TransCHHiP Material
Patients in Trial                  3163


Samples retrievable 80%            2530


Evaluable Biomarkers 85%           2150


Expected progressive disease 30%   645
Predictive Biomarker
                                  Biomarker Positive                                                     Biomarker Negative
                   1.00                                                                   1.00


                   0.80                                                                   0.80
Progression Free




                                                                       Progression Free
                   0.60                                                                   0.60


                   0.40            Shedule 2 vs Schedule 1                                0.40            Shedule 2 vs Schedule 1
                                      Hazard Ratio 0.5                                                       Hazard Ratio 1.0
                   0.20                                                                   0.20


                   0.00                                                                   0.00
                          0   1          2          3          4   5                             0   1          2          3          4   5
                                   Years since Randomisation                                              Years since Randomisation



                      • Biomarker Positive patients show a better
                        response to Schedule 2 than Biomarker Negative
                        patients
                      • Interaction RHR 0.5/1.0 = 0.5
How strong is the evidence of an
              Interaction?
                                  Z > 1.0 or Z < -1.0          P<0.32




                                                                         Increasing evidence 
         Interaction RHR
Use Z = ______________
                                  Z > 1.96 or Z < -1.96        P<0.05
                SE

                                  Z > 2.58 or Z < -2.58        P<0.01


                                  Z > 3.3 or Z < -3.3          P<0.001
SCREENING STAGE
        Evaluate Biomarkers in first half of samples
        Only study biomarker in enriched stage if Z > 1.2 or Z < -1.2


ENRICHED STAGE
      Evaluate qualifying Biomarkers in second half of samples

        Of value if Z > 2.58 or Z < -2.58
Interaction RHR Z-values
                                                                   RHR=0.5
                                                                   80% chance of




                                                significant
                                                                   significance

                                                                   Expected result
                                                                   if RHR=0.5




                                                Non -significant
                                                                   RHR=1
                                                                   75% chance of
                                                                   hitting screening
                                                                   boundary




Screening boundary
Additional Points
• Biomarkers may be either single factors or
  composed of multiple factors
  e.g. in breast cancer ER versus Oncotype Dx
• Statistical methods may be adjusted to allow
  incorporation of results from similar studies
  e.g. allow a biomarker through screening stage if
  other studies suggest it is important.
JCO 2003 21 3573-79
Toward the optimal use of androgen suppression therapy in
  the radiotherapeutic management of prostate cancer.
                 D’Amico JCO 2007 1 8

   “Evidence is needed to determine
  the minimum duration of AST that
  provides the maximal prolongation in
  overall survival while minimizing the
  impact on HRQOL in an individual
  man planning to undergo RT for
  high-risk localized or locally
  advanced prostate cancer”.

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NY Prostate Cancer Conference - D. Dearnaley - Session 4: Predicting clinical and biochemical endpoints before external radiotherapy combined with hormonal therapy

  • 1. Predicting clinical and biochemical endpoints before external radiotherapy combined with hormonal treatment Professor David Dearnaley Institute of Cancer Research/Royal Marsden Hospital
  • 2. Increasing use of gonadotropin-releasing hormone agonists for the treatment of localized prostate carcinoma Shahinian,Cancer 2005 103 1615 % of patients treated with LHRHa or orchidectomy within the first 6 months of diagnosis over the time period 1991-1999.
  • 3. No. 517 1988-98 median FU 44months NAD median 5.5months RT dose 64GY PSA median 20ng/ml, T3/4 disease in 56% PSA failure 233 men Multivariate analysis PSA, Histological grade , T stage, Age
  • 4.
  • 5.
  • 6.
  • 7. Problems • PSA progression not a good endpoint as testosterone suppression delays failure • Derived from datasets in academic centres • Do not include data from randomised phase III trials of neo/adjuvant hormone therapy • Perform less well in ‘community’ - overestimate likelihood of control • Only apply to population similar to index population
  • 8.
  • 9. Metaanalysis of homones and RT Bria Cancer 2009 115 3446 • 7 trials - 4387 patients - 3 long /4 short course • HR 0.76 for PSA failure HR 0.81 for CPFS
  • 10. Metaanalysis of hormones and RT Bria Cancer 2009 115 3446 HR 0.76 for CSS and HR 0.86 for OS
  • 12. Combined modality treatment using androgen suppression and radiotherapy Potential mechanisms 1) additive/synergistic local effect 2) spatial co-operation Initial (neoadjuvant) Reduction in prostate volume androgen suppression Increased cell kill Normal tissue sparing with irradiation (rectum/bladder) Improved local control increased dose (conformal RT) Adjuvant androgen suppression Reduction in metastases Reduced RT complications Improved survival
  • 14. 802 men median follow-up of 10·6 years 3 months of NADT PSA progression HR 0·72 p=0·003 Distant prog HR 0·89 p=0·55 local progression HR 0·49 p=0·0005 CSM HR 0·86 p=0·40 Event-free survival HR 0·63 p<0·0001 all-cause mortality HR 0·8 p=0·18 6 months of NADT PSA progression HR 0·57 p<0·0001 Distant prog HR 0·49 p=0·001 local progression HR 0·45 p=0·0001 CSM HR 0·49 p=0·0008 Event-free survival HR 0·51 p<0·0001 all-cause mortality HR 0·63 p=0·0008
  • 15. Local prog CSS OS Metastases
  • 16. • RT +/- 6months AD • No. 206 Int/high risk FU 7.6yrs • Overall Deaths 44 vs 30 HR 1.8 p = 0.01 • 8yr survival 74% vs 61% Absolute advantage 13% • Prostate cancer specific mortality 14 vs 4 deaths HR 4.1 p=0.01 • NNT treat is 10.4 to prevent 1 CaP death at 8 yrs • NNT treat is 7.7 to prevent 1 death from any cause at 8 yrs
  • 17. Lancet Oncol 2010 11 1066 EORTC 22863 • No.415 FU 9 yrs • RT Pr (70Gy)/Pelvis (50Gy) +/-3yr adj AD • High Grade T1/2 or T3/4 • iPSA >20 in 55%
  • 18. Lancet Oncol 2010 11 1066 NNT (10yrs) 4.0
  • 19. Lancet Oncol 2010 11 1066 NNT (10yrs) 7.0
  • 20. Lancet Oncol 2010 11 1066 NNT (10yrs) 4.0
  • 21. 2009, 3560, 2516-27 • 6m vs 36m AD (triptorelin 1 or 3m depot : MAB for initial 6m) • No. 977 ; 6.4yr FU • 78% T3/4 ; PSA 19 (1-160) ;18%≥ GL 8 • 5 yr overall mortality 19% vs 15% HR 1.42 NNT 26 • 5yr prostate specific mortality 4.7% vs 3.2% HR 1.71 NNT 67
  • 22. RTOG 92-02:Radiotherapy and duration of androgen suppression No. 1554 Follow up 56m 5 year results 4m AD 28m AD Local failure 13% 6% p=.0001 PSA control 21% 46% p=.0001 Disease specific survival 87% 92% p=.07 Overall survival 78% 79% NS BUT DSS Gl 8-10 (22% of cases) 78% 90% p=.007 OS Gl 8-10 69% 80% p=.02 Hanks JCO 2003 21 3972
  • 23. Is biochemical response more important than duration of neoadjuvant therapy hormone before RT : analysis of the 3 vs 8 month trial Alexander IJROBP 2010 76 23-30 • Canadian RCT; no.378; RT 66Gy and 3 vs 8m CAB; No difference by randomised group • PSA pre RT ≤0.1(n=125) vs >0.1(n=210) • bDFS 55% vs 49% (p=0.04 ), 57% vs 29% (p=0.02) for high risk group • MV analysis GL,T stage ,iPSA and pre RT PSA related to outcome
  • 24. Recovery of serum testosterone after neoadjuvant androgen deprivation therapy and radical radiotherapy in localized prostate cancer. Murthy BJU Int 97 476 1 month LHRHA depot (4-6)
  • 25. Time to recovery of testosterone levels after adjuvant androgen suppression using an LHRHa Single 3 month depot 9-13.6 months (median time to normal range) Oefelein J.Urol 1998, Dearnaley J.Urol 1999 2x3 month depot 15 months (median recovery time to baseline) D’Amico Cancer 2007 Age related 2x3 month depot 7.5-9 months (recovery to normal range) Gulley J.Urol 2005 3-6 x 1 month depot 13 week (median) (recovery to normal range) Shahidi Clin Oncol 2001, 18 week 85% Murthy BJU Int 2006/7 No fall over next 5 years 3-28 months. 1-3m depots 26% normal 6 month, 71% normal 12 month Padula IJROBP 2002 Related to duration of therapy
  • 26. Test set Validating set MSK 1988-98 No. 1042 Cleveland 1986-98 No. 912 NAD 37% NAD 23% Dose med 75.6Gy (65-86) Dose med 70Gy (65-78) PSA 11.0 PSA 9.9 T3 23% T3 11%
  • 27. Note overriding importance of PSA Note all ≥T2b close Note all GL ≥7 close Small hormonal treatment effect
  • 28. No. 3264 median FU 51 Months Low risk 21% Int Risk 51% High Risk 28% 30% androgen deprivation Positive biopsy cores median 50% (29-67%) End point biochemical failure MV analysis independent parameters : Age, PSA, GL,Stage, AD duration,RT dose (all p< 0.001) %+ve biopsy cores p=0.01 inclusion increased c-index from 0.72 to 0.73
  • 29. NB differences in relative importance of age,stage,GL,AD duration cf PSA
  • 30. 4 centres (PMCC,FCCC,WB,BCCA) • 3666 patients 1198 PSA failures • LR14%,IR 53%,HR 33% • AD from 0-36 months (type not specified)
  • 31. 66% risk reduction with 3ys vs no AD 56% of benefit 86% of benefit 99% of benefit
  • 32. Magnitude of Effect of AD Effect of AD duration independent of duration dependant on dose risk group except for T3 disease
  • 33.
  • 34. Questions for use of adjuvant androgen suppression • How long? • Where is “dividing line” between long and short course treatment? • Are anti-androgens as effective? • Predictive markers ?? • Can additional agents improve on LHRHa alone? Abiraterone ??
  • 35. J Clin Oncol 2009;27:3177-3184 • High MDM2 and Ki-67 expression levels independently related to distant metastases and cause specific survival • Previous studies suggest eg Protein Kinase A,p53 and Cox 2 expression related to benefit of long term AD
  • 36. Biomarkers tested in RTOG radiotherapy trials Biomarker Study No. Prognostic Predictive Type Ki67 92-02 537 LF, DM, CSD LTAD Proliferative Mib-1 86-10 456 BF, LF, DM, CSM - Proliferative PKA type 1 86-10 108 DM, DSS - Proliferative BCL2 92-02 502 - LTAD Apoptosis BAX 92-02 502 BF (BC22+BAX-) Apoptosis P53 92-02 777 CSM, DM LTAD Cell repair P16 92-02 500 DM LTAD Cell repair Cox-2 92-02 586 BF, LF, DM LTAD ? STAT3 86-10 62 DM - Transcription
  • 37.
  • 38. McCarthy J Clin Pathol. 2009 62 694–698
  • 39.
  • 40.
  • 41.
  • 42. A predictive marker for benefit of Dose Escalation ? Osteopontin Expression Morgan NCIC Conf 2009 MRC RT01 Patients treated at RMH in phase 3 trials of dose escalation 64Gy 74Gy 74Gy 64Gy HR 1.41 (0.53-3.76) HR 0.42 (0.26-0.7) P = 0.49 p = 0.001
  • 43. • Aim to produce a marker panel to individualise treatment • ≥2150 samples for TMA • Assessment of aprox 20 biomarkers for prediction of dose and fraction size sensitivity (and prognosis) • Radiation response - cell proliferation, hypoxia, DNA repair, DNA checkpoint response , apoptosis – other prognostic markers in CaP
  • 44. CHHiP : Phase III Trial of Conventional or Hypofractionated High Dose intensity Modulated Radiotherapy in Prostate Cancer Hypothesis: alpha/beta ratio in ca prostate may be low Conventional 74Gy 37F 7.4w Hypofractionated 60Gy 20F 4w Hypofractionated 57Gy 19F 3.8w NAD 3-6 months in intermediate/high risk patients • Part 1 Pilot randomised ‘phase I’ : 2 centres (n=150) • Part 2 Preliminary phase III study : 6 centres (n=450) • Part 3 Full Phase III trial : ≥ 40 centres (n=3160)
  • 45. CHHiP Trial Centres and Recruitment Recruitment March’11 3110 out of 3160 115 pts/month-peak 42 Centres
  • 47. Expected TransCHHiP Material Patients in Trial 3163 Samples retrievable 80% 2530 Evaluable Biomarkers 85% 2150 Expected progressive disease 30% 645
  • 48. Predictive Biomarker Biomarker Positive Biomarker Negative 1.00 1.00 0.80 0.80 Progression Free Progression Free 0.60 0.60 0.40 Shedule 2 vs Schedule 1 0.40 Shedule 2 vs Schedule 1 Hazard Ratio 0.5 Hazard Ratio 1.0 0.20 0.20 0.00 0.00 0 1 2 3 4 5 0 1 2 3 4 5 Years since Randomisation Years since Randomisation • Biomarker Positive patients show a better response to Schedule 2 than Biomarker Negative patients • Interaction RHR 0.5/1.0 = 0.5
  • 49. How strong is the evidence of an Interaction? Z > 1.0 or Z < -1.0 P<0.32 Increasing evidence  Interaction RHR Use Z = ______________ Z > 1.96 or Z < -1.96 P<0.05 SE Z > 2.58 or Z < -2.58 P<0.01 Z > 3.3 or Z < -3.3 P<0.001 SCREENING STAGE Evaluate Biomarkers in first half of samples Only study biomarker in enriched stage if Z > 1.2 or Z < -1.2 ENRICHED STAGE Evaluate qualifying Biomarkers in second half of samples Of value if Z > 2.58 or Z < -2.58
  • 50. Interaction RHR Z-values RHR=0.5 80% chance of significant significance Expected result if RHR=0.5 Non -significant RHR=1 75% chance of hitting screening boundary Screening boundary
  • 51. Additional Points • Biomarkers may be either single factors or composed of multiple factors e.g. in breast cancer ER versus Oncotype Dx • Statistical methods may be adjusted to allow incorporation of results from similar studies e.g. allow a biomarker through screening stage if other studies suggest it is important.
  • 52. JCO 2003 21 3573-79
  • 53. Toward the optimal use of androgen suppression therapy in the radiotherapeutic management of prostate cancer. D’Amico JCO 2007 1 8 “Evidence is needed to determine the minimum duration of AST that provides the maximal prolongation in overall survival while minimizing the impact on HRQOL in an individual man planning to undergo RT for high-risk localized or locally advanced prostate cancer”.