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IGRT in Gynecologic Malignancies
                        Arno J. Mundt MD
                      Professor and Chair
       Department of Radiation Oncology
        University of California San Diego
                                La Jolla CA
Image-Guided RT?
“Image guided” is non-informative
RT has always been guided by images
Definition of IGRT is not standardized and
is open to various interpretations
Global definition might include any aspect
of RT involving imaging, from fluoroscopic
simulation to CT-based planning, to
weekly port films
RTOG Research Plan 2002-2006
   IGRT Committee Report
       Michalski J, Purdy JA, Gaspar L, et al.
     Int J Radiat Oncol Biol Phys 2001;51:60-5


“IGRT refers broadly to treatment delivery using
modern imaging methods, such as CT, MRI, PET and
Ultrasound, in target and non-target structures and in
RT definition, design and delivery…”

“IGRT includes, but is not limited to, 3DCRT, IMRT,
stereotactic radiosurgery, stereotactic RT, and
brachytherapy….”
Introduction
Recommend a more focused definition

Highlight the 2 most important roles of
imaging in modern RT:
  Improved Target Delineation
  Improved Treatment Delivery
IGRT Definition
Use of modern imaging modalities, especially those
incorporating functional or biological information, to
            augment target delineation

                         and

Use of imaging, particularly in-room approaches, to
adjust for target motion and positional uncertainty,
   and, potentially, to adapt treatment to tumor
                      response
New Frontier
 Image-Guided Radiotherapy
Strong rationale in gynecologic tumors,
particularly when IMRT is used
  CT is not ideal for imaging tumors and
  normal tissues
  Gynecology patients often difficult to setup
  Considerable organ motion exists
  Tumors shrink rapidly
Target Delineation
Traditional method planar (flouroscopic)
x-rays
External beam fields based on
visualized bony anatomy
Contrast used to define normal tissues
Brachytherapy doses prescribed to
specified “Points” based on applicator
position
2D planning → Poor target coverage and excess normal
tissue exposure compared to 3D planning




                                              Red
                                              Journal
                                              2006
  43 cervical cancer pts
  Evaluated adequacy of coverage of pelvic vessels
  Surrogate for lymph nodes
  Adequate: >15 mm vessel to block edge

  41/43 (95%) inadequate coverage with 2D based
  fields
  24/43 (56%) too generous (> 2 cm)
  Excess normal tissue exposure
Beyond CT Imaging
Interest now focused on more
sophisticated imaging for treatment
planning
  Magnetic Resonance Imaging (MRI)
  With ultra-small iron oxide particles (USPIO)
  Positron Emission Tomography (PET)
  18F-Deoxyglucose (FDG)

  Or combined PET/CT units
Fe Oxide nano-particle
                     Taken up in benign lymph
                     nodes by macrophages

                     7 mm margin around
                     vessels encompassed 99%
                     of pelvic nodes

Red Journal (2005)
FDG-PET particularly useful to identify involved nodes
      Boost to higher doses with IMRT




                                              Mutic Red Journal (2003)
                                           PET+ Nodes: 59.4 Gy/1.8 Gy fx
                                           PET- Nodes: 50.4 Gy/1.53 Gy fx


Ahmed Red Journal (2004)
PET+ nodes: 60 Gy/2.4 Gy fx
PET- nodes: 45 Gy/1.8 Gy fx
More Advanced Imaging
                         Dynamic-Contrast MRI
                         (tumor hypoxia)
                           Cooper et al. Radiother
                           Oncol (2000)
                         1H-MR  spectroscopy
                         (tumor vs normal tissue)
                           Okada et al. J MRI
Okada (2001)
                           (2001)
Alternative PET Tracers
         Metabolic Abnormalities or Hypoxia
          11C-Choline (tumor vs normal tissue)
          11C-Methionine (amino acid transport)

          60Cu-ATSM (hypoxia)




        MRI                     FDG-PET        11C-Choline   PET

Less uptake in normal tissues             Torizuka J Nucl Med (2003)
                                                 11C-Choline imaging
Tumor hypoxia inversely
correlated with DFS and
OS
3y PFS normoxic (71%)
and hypoxix (28%)
Could be used to dose
paint during external
beam and brachytherapy
Normal Tissue Delineation
    Novel imaging techniques also valuable
    for normal tissue delineation
                                 Roeske (2003)
                                 MR-Spectroscopy to identify active
                                 (red) marrow sites




                Roeske (2005)
         SPECT also useful for
active bone marrow delineation
SPECT-Guided BM
   Delineation




  Roeske (2005)
T2* Pulse Echo MRI
             “Fat Fraction”
                          Used to differentiate between red
                          and yellow marrow

                          Information then used to dose paint
                          IMRT plans minimizing red marrow
                          irradiation




        Loren Mell MD
        UC San Diego
ASCO Young Investigator
                Award
Image-Guided Target Delineation
                 Brachytherapy
            Growing interest in using imaging to
            break away from Point A
            Most attention on MRI




Radiother Oncol (2006)
PET-Guided Brachytherapy

              Malyapa
              Red Journal (2002)

              Intravenous FDG
              + FDG inserted into
              tandem and ovoids
Used to conform
dose to shape of the
cervix and uterus
Excellent correlation
with MRI
Image-Guided
                         Treatment
                         Delivery


Cancer Center Corridor
Strong Rationale
Image-Guided Treatment Delivery

   Patient setup is difficult

   Tumors and normal tissues move

   Tumors shrink
Rationale
All 3 issues are a problem for IMRT
Rapid dose gradients very unforgiving
Inaccurate setup, organ motion and
regression all may lead to underdosage
of the tumor and overdosage of the
normal tissues
IGRT has the potential to overcome all
three problems
Image-Guided Treatment Delivery
       Imaging Modalities
Ultrasound                         Video
             BAT                   Video subtraction
        SonArray                   AlignRT
                       IGRT
          I-Beam                   Photogrammetry
                    Technologies
          Restitu                  C-Rad


   Planar                          Volumetric
            EPID                   In-Room CT (FOCAL)
     CyberKnife                    CT-on-Rails
         Novalis                     Primatom, EXaCT
           RTRT                    Tomotherapy
   Varian, Elekta                  Mobile C-Arm
                                   Siemens (MVCT)
                                   Elekta, Varian (kVCT)
Ultrasound-Based IGRT
                 Cervical Cancer
       Little data
       Surprising given popularity in prostate cancer
       But useful for difficult implants




                                               Bad
Good
Video-Based IGRT
           Cervical Cancer
No data
Appealing given ability to monitor intra-fraction
patient position in real-time without x-rays
Clinical trial planned at UCSD

                    Align RT system
                    Ceiling-mounted cameras
                    Real-time 3D surface image

                    Popular in breast and lung cancer
Planar-Based IGRT
          Cervical Cancer
Most studied IGRT approach in cervical cancer
Long history using electronic portal imaging
devices (EPID) to monitor patient setup
MV image of bony anatomy or implanted
markers




                                   Antonuk (2002)
EPID-Based IGRT
Implanted Fiducials on Cervix
             Kaatee (2002)
             10 cervical cancer pts
             Radiopaque tantalum markers
             on cervix

             Used to track cervix position
             Image quality good-excellent
             ½ lost before end of RT
Red J (2000)
14 gynecology pts
On-line EPID IGRT
Based on boney landmarks
Action level > 4 mm

57% re-positioned
Average time ~ 3 minutes
Acquisition and adjustment

↓PTV margins to 5 mm
Real-Time Tumor Tracking
                (RTRT)
                                    Four sets of diagnostic x-ray
                                    tubes and imagers

                                    1.5 MHU x-ray tube and a fixed
                                    floor-mounted collimator

                                    Corresponding ceiling-mounted
                                    imager


Mitsubishi Electronics Co Ltd, Tokyo, Japan
http://global.mitsubishielectric.com/
RTRT System
                    During treatment,
                    2 of the 4 x-ray systems
                    Track an implanted marker
                    Using motion tracking software

                    Tracking is continuous

                    If the marker coordinates are
                    within a permitted distance,
                    the beam is triggered on

                    Marker position calculated
                    0.03 seconds
Harada (2002)
Green Journal (2004)
10 gynecology patients with implanted fiducials

Necessary CTV-PTV margin using real-time RTRT
tracking:
6.9 mm (right-left), 6.7 mm (sup-inf), 8.3 mm (ant-post)

No data using other popular planar systems
(CyberKnife, Novalis)
Planar-IGRT Systems
Several vendors have mounted kV sources
on gantry opposite amorphous silicon (aSi)
flat panel detectors
Capable of generating high quality kV planar
images
Better image quality and less dose than EPID
Emerging data using both approaches
None focused solely on gynecology patients
Commercial Gantry-Mounted Systems
                       Planar IGRT

                                        Varian On-Board Imaging (OBI)
                                        www.varian.com




            EPID   aSI Detector
kV Source
                       Elekta Synergy
                      www.elekta.com
Planar kV Commercial
       Systems
        Varian OBI planar-IGRT
        system
        On-line patient setup correction
        based on bony landmarks
        Variety of tumor sites including
        gynecology
        Feasible
        Entire process < 1 additional
        minute
Planar IGRT On-Line Setup
Process Flow
        Planar IGRT (Gynecology-Pelvis)
                           Day 1
                MD and RTTs meet at console
             Discuss anatomy, special issues, etc.

                    Day 2 thru Completion

                                                Other shifts
All shifts ≤ 1 mm      LR shift > 15 mm
                    SI or AP shift > 15 mm
                         Any concerns
                                              Make all shifts
Make no shifts
                           Call MD              and treat
  and treat
Planar kV Commercial Systems

              Offer the potential to track
              Implanted fiducials

              Analogous to on-line
              techniques popularized in
              prostate cancer

              Potentially useful to deliver
              a high dose conformal
              boost in patients unable to
              receive brachytherapy
Volumetric-Based IGRT
Interest is now turning to volumetric
IGRT
Several vendors offer volumetric
solutions using the MV treatment beam
  Tomotherapy, Siemens
Others generate kV cone-beam CT
(CBCT) scans by reconstructing
multiple planar kV images
  Varian, Elekta
Volumetric-IGRT
        High quality kV CBCT
        scans can be
        produced
        Useful now to monitor
        target coverage
        In future, opens door
        to adaptive RT
On-Line Planar, Off-line Volumetric IGRT
           Cervical Cancer
              Planar KV Imaging
              Align boney anatomy
              (↓CTV-PTV margins around Nodes
              Generous margins around cervix)
              ↓
              Video Imaging
              Monitor Patient Position during Tx
              ↓
              Volumetric Imaging
              Off-line monitoring of target Coverage
              Adjust margins if necessary
Day 2
        Day 1

                                Day 2
Day 1




        Day 3                           Day 4
                                Day 4
Day 3




                        Day 5


                Day 5
Day 2
        Day 1

Day 1                            Day 2




         Day 3
                                         Day 4
Day 3                            Day 4




                         Day 5
        95%
        90%
                 Day 5
        85%
        80%
Volumetric-based IGRT
       Cervical Cancer

Off-line monitoring of target coverage is
very useful
Particularly important if modest margins
are used around the cervix and fundus
We used 1.7 cm margins
Modifications are still common to ensure
coverage
CBCT Cervical Cancer Study
Margin     % Fx         Volume    Location
(mm)       CTV Missed   Missed    Fundus     Cervix
0          100%         45.3 cc   100%       95.2%
3          98.7%        24.8 cc   89.0%      79.5%
5          95.4%        20.3 cc   83.6%      65.1%
7          87.2%        13.9 cc   71.2%      50.0%
10         59.3%        9.3 cc    54.0%      35.6%
15         32.1%        4.0 cc    24.0%      18.5%
20         19.3%        1.7 cc    11.6%      10.9%
25         14.0%        0.7 cc    7.5%       6.9%
30         6.7%         0.3 cc    4.1%       0.7%
Image-Guided
                            Adaptive RT



Aerial View, Inner Garden
and Cafe
Adaptive IGRT
      Tumors shrink
      And often quite quickly with
      chemotherapy plus RT
      Shrinkage is a double-edged sword


 Reduces the               Reduces the
  chance of a            conformity of the
geographic miss            original plan
Tumor Response
Many investigators have quantified the rate of
response in cervical cancers
University of Utah used physical exam
measurements and found by 30.8 Gy tumors
reduced by 50%
MD Anderson used weekly conventional CT
and noted a mean reduction of 64%
Others have used IMRT to better calculate
tumor regression
Lee et al. Red Journal 2005;58:625
Beadle et al. ASTRO 2006
Mayr et al. Am J Roentgenol 2006;187:65
Van de Bunt et al. Red Journal 2006;64:189
14 cervical cancer patients
MRI prior to RT and after 30 Gy external beam
GTV decreased (on average) by 46%
Decrements in CTV and PTV were 18% and 9%
Does Re-Planning Help?
Re-optimizing the IMRT plan at 30 Gy
improved the sparing of the rectum
Average rectal volume receiving ≥ 95%
of the prescription dose
  75 cc (range, 20-145 cc) (No Re-planning)
  67 cc (range, 15-106 cc) (Re-planning)
  P = 0.009
Improved bowel sparing seen in women
with bulky (> 30 cc) tumors
Does Re-Planning Help?
Currently analyzing a large dataset of
daily CBCT in cervical cancer patients
undergoing IMRT and chemotherapy

Daily imaging data allows us to not only
ask whether re-planning helps, but the
optimal frequency and timing of re-
planning
Adaptive IGRT
Many technical obstacles stand in the
way of adaptive IGRT, particularly if
performed on-line
New software tools: image deformation
and automated segmentation
Better quality CBCT imaging
New rapid, accurate QA approaches
Adaptive IGRT
Once technical obstacles are overcome,
numerous clinical questions remain
  Does adaptive IGRT help? Does it hurt?
  Should it be performed on-line or off-line?
  How often should it be done? Weekly?
  Daily?
Such questions can only be addressed
in carefully designed clinical trials
Adapt to
           What?
Bladder
                     Bladder



Tumor                 Tumor




                     Rectum
Rectum


Week 1               Week 3
Adaptive IGRT
Necessary tools being developed at
UCSD in collaboration with the San
Diego Super-Computer Center and
Varian Medical Systems
On-Line Setup, Off-Line Adapt        On-Line Setup, On-Line Adapt


                             Setup to Marks



                                 On-Line
                               Planar IGRT



                                                             On-Line
Deliver Treatment                                            CBCT
 Real-time Video
            IGRT
                                              Re-plan if necessary

  Off-Line                                                   Deliver Treatment
  Analysis                                                   Real-time Video
Re-Plan as                                                   IGRT
   needed
“Re-Plan If Necessary”
Need to decide on the table within
minutes!
Not an simple task
Could involve target and normal tissue
delineation, re-planning and evaluating
potential benefit
A more elegant solution may be to use
the CBCT image itself
Analyzed using Machine Learning
Machine Learning
Rapid Interpretation of 3D Image
Machine Learning
Rapid Interpretation of 3D Image




  Adapt????



Yes   Yes     No   Yes   No   Yes
On-Line Adaptation
Deform simulation CT anatomy into all
potential anatomical changes
Generate 1000+ IMRT plans using
supercomputer computational power
Image patient on the table each day and
select most similar plan
Treat with new plan
Daily Re-Planning
High speed computer processing is
essential
Need to move from sequential
processing to parallel processing
Never been applied to radiation oncology
1.5 M Grant Awarded
Acknowledgement
UCSD
                      Come Visit!

Encinitas




                                                    Proton
                                                    Center

                                                Basic
                                               Science
 Mexico                                        Institute
            = Original space (2 vaults, 1 CT sim)
 Colima


                                                             Southbay

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Igrt In Gynecologic Malignancies

  • 1. IGRT in Gynecologic Malignancies Arno J. Mundt MD Professor and Chair Department of Radiation Oncology University of California San Diego La Jolla CA
  • 2. Image-Guided RT? “Image guided” is non-informative RT has always been guided by images Definition of IGRT is not standardized and is open to various interpretations Global definition might include any aspect of RT involving imaging, from fluoroscopic simulation to CT-based planning, to weekly port films
  • 3. RTOG Research Plan 2002-2006 IGRT Committee Report Michalski J, Purdy JA, Gaspar L, et al. Int J Radiat Oncol Biol Phys 2001;51:60-5 “IGRT refers broadly to treatment delivery using modern imaging methods, such as CT, MRI, PET and Ultrasound, in target and non-target structures and in RT definition, design and delivery…” “IGRT includes, but is not limited to, 3DCRT, IMRT, stereotactic radiosurgery, stereotactic RT, and brachytherapy….”
  • 4. Introduction Recommend a more focused definition Highlight the 2 most important roles of imaging in modern RT: Improved Target Delineation Improved Treatment Delivery
  • 5. IGRT Definition Use of modern imaging modalities, especially those incorporating functional or biological information, to augment target delineation and Use of imaging, particularly in-room approaches, to adjust for target motion and positional uncertainty, and, potentially, to adapt treatment to tumor response
  • 6. New Frontier Image-Guided Radiotherapy Strong rationale in gynecologic tumors, particularly when IMRT is used CT is not ideal for imaging tumors and normal tissues Gynecology patients often difficult to setup Considerable organ motion exists Tumors shrink rapidly
  • 7. Target Delineation Traditional method planar (flouroscopic) x-rays External beam fields based on visualized bony anatomy Contrast used to define normal tissues Brachytherapy doses prescribed to specified “Points” based on applicator position
  • 8. 2D planning → Poor target coverage and excess normal tissue exposure compared to 3D planning Red Journal 2006 43 cervical cancer pts Evaluated adequacy of coverage of pelvic vessels Surrogate for lymph nodes Adequate: >15 mm vessel to block edge 41/43 (95%) inadequate coverage with 2D based fields 24/43 (56%) too generous (> 2 cm) Excess normal tissue exposure
  • 9. Beyond CT Imaging Interest now focused on more sophisticated imaging for treatment planning Magnetic Resonance Imaging (MRI) With ultra-small iron oxide particles (USPIO) Positron Emission Tomography (PET) 18F-Deoxyglucose (FDG) Or combined PET/CT units
  • 10. Fe Oxide nano-particle Taken up in benign lymph nodes by macrophages 7 mm margin around vessels encompassed 99% of pelvic nodes Red Journal (2005)
  • 11. FDG-PET particularly useful to identify involved nodes Boost to higher doses with IMRT Mutic Red Journal (2003) PET+ Nodes: 59.4 Gy/1.8 Gy fx PET- Nodes: 50.4 Gy/1.53 Gy fx Ahmed Red Journal (2004) PET+ nodes: 60 Gy/2.4 Gy fx PET- nodes: 45 Gy/1.8 Gy fx
  • 12. More Advanced Imaging Dynamic-Contrast MRI (tumor hypoxia) Cooper et al. Radiother Oncol (2000) 1H-MR spectroscopy (tumor vs normal tissue) Okada et al. J MRI Okada (2001) (2001)
  • 13. Alternative PET Tracers Metabolic Abnormalities or Hypoxia 11C-Choline (tumor vs normal tissue) 11C-Methionine (amino acid transport) 60Cu-ATSM (hypoxia) MRI FDG-PET 11C-Choline PET Less uptake in normal tissues Torizuka J Nucl Med (2003) 11C-Choline imaging
  • 14. Tumor hypoxia inversely correlated with DFS and OS 3y PFS normoxic (71%) and hypoxix (28%) Could be used to dose paint during external beam and brachytherapy
  • 15. Normal Tissue Delineation Novel imaging techniques also valuable for normal tissue delineation Roeske (2003) MR-Spectroscopy to identify active (red) marrow sites Roeske (2005) SPECT also useful for active bone marrow delineation
  • 16. SPECT-Guided BM Delineation Roeske (2005)
  • 17. T2* Pulse Echo MRI “Fat Fraction” Used to differentiate between red and yellow marrow Information then used to dose paint IMRT plans minimizing red marrow irradiation Loren Mell MD UC San Diego ASCO Young Investigator Award
  • 18. Image-Guided Target Delineation Brachytherapy Growing interest in using imaging to break away from Point A Most attention on MRI Radiother Oncol (2006)
  • 19. PET-Guided Brachytherapy Malyapa Red Journal (2002) Intravenous FDG + FDG inserted into tandem and ovoids
  • 20. Used to conform dose to shape of the cervix and uterus Excellent correlation with MRI
  • 21. Image-Guided Treatment Delivery Cancer Center Corridor
  • 22. Strong Rationale Image-Guided Treatment Delivery Patient setup is difficult Tumors and normal tissues move Tumors shrink
  • 23. Rationale All 3 issues are a problem for IMRT Rapid dose gradients very unforgiving Inaccurate setup, organ motion and regression all may lead to underdosage of the tumor and overdosage of the normal tissues IGRT has the potential to overcome all three problems
  • 24. Image-Guided Treatment Delivery Imaging Modalities Ultrasound Video BAT Video subtraction SonArray AlignRT IGRT I-Beam Photogrammetry Technologies Restitu C-Rad Planar Volumetric EPID In-Room CT (FOCAL) CyberKnife CT-on-Rails Novalis Primatom, EXaCT RTRT Tomotherapy Varian, Elekta Mobile C-Arm Siemens (MVCT) Elekta, Varian (kVCT)
  • 25. Ultrasound-Based IGRT Cervical Cancer Little data Surprising given popularity in prostate cancer But useful for difficult implants Bad Good
  • 26. Video-Based IGRT Cervical Cancer No data Appealing given ability to monitor intra-fraction patient position in real-time without x-rays Clinical trial planned at UCSD Align RT system Ceiling-mounted cameras Real-time 3D surface image Popular in breast and lung cancer
  • 27. Planar-Based IGRT Cervical Cancer Most studied IGRT approach in cervical cancer Long history using electronic portal imaging devices (EPID) to monitor patient setup MV image of bony anatomy or implanted markers Antonuk (2002)
  • 28. EPID-Based IGRT Implanted Fiducials on Cervix Kaatee (2002) 10 cervical cancer pts Radiopaque tantalum markers on cervix Used to track cervix position Image quality good-excellent ½ lost before end of RT
  • 29. Red J (2000) 14 gynecology pts On-line EPID IGRT Based on boney landmarks Action level > 4 mm 57% re-positioned Average time ~ 3 minutes Acquisition and adjustment ↓PTV margins to 5 mm
  • 30. Real-Time Tumor Tracking (RTRT) Four sets of diagnostic x-ray tubes and imagers 1.5 MHU x-ray tube and a fixed floor-mounted collimator Corresponding ceiling-mounted imager Mitsubishi Electronics Co Ltd, Tokyo, Japan http://global.mitsubishielectric.com/
  • 31. RTRT System During treatment, 2 of the 4 x-ray systems Track an implanted marker Using motion tracking software Tracking is continuous If the marker coordinates are within a permitted distance, the beam is triggered on Marker position calculated 0.03 seconds Harada (2002)
  • 32. Green Journal (2004) 10 gynecology patients with implanted fiducials Necessary CTV-PTV margin using real-time RTRT tracking: 6.9 mm (right-left), 6.7 mm (sup-inf), 8.3 mm (ant-post) No data using other popular planar systems (CyberKnife, Novalis)
  • 33. Planar-IGRT Systems Several vendors have mounted kV sources on gantry opposite amorphous silicon (aSi) flat panel detectors Capable of generating high quality kV planar images Better image quality and less dose than EPID Emerging data using both approaches None focused solely on gynecology patients
  • 34. Commercial Gantry-Mounted Systems Planar IGRT Varian On-Board Imaging (OBI) www.varian.com EPID aSI Detector kV Source Elekta Synergy www.elekta.com
  • 35. Planar kV Commercial Systems Varian OBI planar-IGRT system On-line patient setup correction based on bony landmarks Variety of tumor sites including gynecology Feasible Entire process < 1 additional minute
  • 37. Process Flow Planar IGRT (Gynecology-Pelvis) Day 1 MD and RTTs meet at console Discuss anatomy, special issues, etc. Day 2 thru Completion Other shifts All shifts ≤ 1 mm LR shift > 15 mm SI or AP shift > 15 mm Any concerns Make all shifts Make no shifts Call MD and treat and treat
  • 38. Planar kV Commercial Systems Offer the potential to track Implanted fiducials Analogous to on-line techniques popularized in prostate cancer Potentially useful to deliver a high dose conformal boost in patients unable to receive brachytherapy
  • 39. Volumetric-Based IGRT Interest is now turning to volumetric IGRT Several vendors offer volumetric solutions using the MV treatment beam Tomotherapy, Siemens Others generate kV cone-beam CT (CBCT) scans by reconstructing multiple planar kV images Varian, Elekta
  • 40. Volumetric-IGRT High quality kV CBCT scans can be produced Useful now to monitor target coverage In future, opens door to adaptive RT
  • 41. On-Line Planar, Off-line Volumetric IGRT Cervical Cancer Planar KV Imaging Align boney anatomy (↓CTV-PTV margins around Nodes Generous margins around cervix) ↓ Video Imaging Monitor Patient Position during Tx ↓ Volumetric Imaging Off-line monitoring of target Coverage Adjust margins if necessary
  • 42. Day 2 Day 1 Day 2 Day 1 Day 3 Day 4 Day 4 Day 3 Day 5 Day 5
  • 43. Day 2 Day 1 Day 1 Day 2 Day 3 Day 4 Day 3 Day 4 Day 5 95% 90% Day 5 85% 80%
  • 44. Volumetric-based IGRT Cervical Cancer Off-line monitoring of target coverage is very useful Particularly important if modest margins are used around the cervix and fundus We used 1.7 cm margins Modifications are still common to ensure coverage
  • 45. CBCT Cervical Cancer Study Margin % Fx Volume Location (mm) CTV Missed Missed Fundus Cervix 0 100% 45.3 cc 100% 95.2% 3 98.7% 24.8 cc 89.0% 79.5% 5 95.4% 20.3 cc 83.6% 65.1% 7 87.2% 13.9 cc 71.2% 50.0% 10 59.3% 9.3 cc 54.0% 35.6% 15 32.1% 4.0 cc 24.0% 18.5% 20 19.3% 1.7 cc 11.6% 10.9% 25 14.0% 0.7 cc 7.5% 6.9% 30 6.7% 0.3 cc 4.1% 0.7%
  • 46. Image-Guided Adaptive RT Aerial View, Inner Garden and Cafe
  • 47. Adaptive IGRT Tumors shrink And often quite quickly with chemotherapy plus RT Shrinkage is a double-edged sword Reduces the Reduces the chance of a conformity of the geographic miss original plan
  • 48.
  • 49. Tumor Response Many investigators have quantified the rate of response in cervical cancers University of Utah used physical exam measurements and found by 30.8 Gy tumors reduced by 50% MD Anderson used weekly conventional CT and noted a mean reduction of 64% Others have used IMRT to better calculate tumor regression Lee et al. Red Journal 2005;58:625 Beadle et al. ASTRO 2006 Mayr et al. Am J Roentgenol 2006;187:65 Van de Bunt et al. Red Journal 2006;64:189
  • 50. 14 cervical cancer patients MRI prior to RT and after 30 Gy external beam GTV decreased (on average) by 46% Decrements in CTV and PTV were 18% and 9%
  • 51. Does Re-Planning Help? Re-optimizing the IMRT plan at 30 Gy improved the sparing of the rectum Average rectal volume receiving ≥ 95% of the prescription dose 75 cc (range, 20-145 cc) (No Re-planning) 67 cc (range, 15-106 cc) (Re-planning) P = 0.009 Improved bowel sparing seen in women with bulky (> 30 cc) tumors
  • 52. Does Re-Planning Help? Currently analyzing a large dataset of daily CBCT in cervical cancer patients undergoing IMRT and chemotherapy Daily imaging data allows us to not only ask whether re-planning helps, but the optimal frequency and timing of re- planning
  • 53. Adaptive IGRT Many technical obstacles stand in the way of adaptive IGRT, particularly if performed on-line New software tools: image deformation and automated segmentation Better quality CBCT imaging New rapid, accurate QA approaches
  • 54. Adaptive IGRT Once technical obstacles are overcome, numerous clinical questions remain Does adaptive IGRT help? Does it hurt? Should it be performed on-line or off-line? How often should it be done? Weekly? Daily? Such questions can only be addressed in carefully designed clinical trials
  • 55. Adapt to What? Bladder Bladder Tumor Tumor Rectum Rectum Week 1 Week 3
  • 56. Adaptive IGRT Necessary tools being developed at UCSD in collaboration with the San Diego Super-Computer Center and Varian Medical Systems
  • 57. On-Line Setup, Off-Line Adapt On-Line Setup, On-Line Adapt Setup to Marks On-Line Planar IGRT On-Line Deliver Treatment CBCT Real-time Video IGRT Re-plan if necessary Off-Line Deliver Treatment Analysis Real-time Video Re-Plan as IGRT needed
  • 58. “Re-Plan If Necessary” Need to decide on the table within minutes! Not an simple task Could involve target and normal tissue delineation, re-planning and evaluating potential benefit A more elegant solution may be to use the CBCT image itself Analyzed using Machine Learning
  • 60. Machine Learning Rapid Interpretation of 3D Image Adapt???? Yes Yes No Yes No Yes
  • 61. On-Line Adaptation Deform simulation CT anatomy into all potential anatomical changes Generate 1000+ IMRT plans using supercomputer computational power Image patient on the table each day and select most similar plan Treat with new plan
  • 62. Daily Re-Planning High speed computer processing is essential Need to move from sequential processing to parallel processing Never been applied to radiation oncology
  • 63. 1.5 M Grant Awarded
  • 65. UCSD Come Visit! Encinitas Proton Center Basic Science Mexico Institute = Original space (2 vaults, 1 CT sim) Colima Southbay