functional image-based adaptive imrt: dream or reality?

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IAEA April 2009 Functional image-based adaptive IMRT: dream or reality? Vincent GREGOIRE, MD, PhD, Hon. FRCR Radiation Oncology Dept. Head and Neck Oncology Program & Center for Molecular Imaging and Experimental Radiotherapy, Université Catholique de Louvain, St-Luc University Hospital, Brussels, Belgium

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Page 1: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Functional image-based adaptive IMRT: dream or reality?

Vincent GREGOIRE, MD, PhD, Hon. FRCR

Radiation Oncology Dept. Head and Neck Oncology Program & Center for Molecular Imaging and

Experimental Radiotherapy, Université Catholique de Louvain, St-Luc University Hospital, Brussels,

Belgium

Page 2: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Oropharyngeal SCCT2-N0-M0SIB-IMRT: 30x2.3 Gy

30x1.85 Gy

PRV Spinal cord

Left parotidRight parotid

Larynx

PTV 55.5 Gy

PTV 69 Gy

IMRT for Head and Neck TumorsIMRT for Head and Neck Tumors

Page 3: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Challenges in Head & Neck loco-regional treatment

• Target selection and delineation

• Adaptive IMRT: geometrical, biological & dosimetrical

•which imaging modalities?

•which biological pathways?

•which volume/dose registration algorithms?

•how frequently?

• Concomitant association with drugs and/or “small molecules”

Page 4: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

18F-FDGPET

NMR (T1)

CAT Scan

Page 5: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

5 cm

5 cm

5 cm

18F-FDGPET

CAT Scan

Macroscopy

Daisne et al, 2004

Page 6: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009 Daisne et al, 2004

How far are we from the truth ?

Page 7: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Vol (ml) Mismachx/CT Mismachx/MR Mismachx/PETMismachx/macro

CT 20.8- 26% 48% 81%

MR 23.8 45% - 67% 107%

FDG-PET 16.3* 17% 15% - 47%

Macro 12.6* 10% 9% 13% -

*p<0.05 (Wilcoxon rank test)

?

Daisne et al, 2004

The “ground truth” GTV

Page 8: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Impact of imaging modality on dose distribution

Image-Guided Radiation Therapy in HNSCC

CT-based target volume FDG PET-based target volume

Geets et al, 2006

Page 9: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Validation protocol in locally advanced HNSCC

Apport de l'imagerie fonctionnelle par Tomographiepar Emission de Positrons (TEP) dans le ciblage biologique

par radiothérapie de conformation (3D-CRT)et par modulation d'intensité (IMRT) de tumeurs ORL

Use of functional imaging with PET for target volume delineation in 3D-CRT/IMRT for head and

neck tumors

Prof. V. Grégoire, UCL St-Luc, Brussels, BelgiumProf. E. Lartigau, COL, Lille, FranceDr. JF Daisnes, Cliniques St-Elisabeth, Namur, Belgium

Page 10: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009 C. Monet, 1894

The Cathedral of Rouen

4D-IMRT

Page 11: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

CT MRI (T2) FDG-PET

PRE-R/

WEEK 3

WEEK 5

(Week 2)

(Week 4)

Page 12: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

• 10 patients with stage III-IV pharyngo-laryngeal SCC treated by CT- RT

• Images acquired before R/ and during RT after means doses of 14, 25, 35 and 45 Gy.

Week 1 Week 2 Week 3 Week 4 Week 5 Week 7Week 6Before R/

R/ start

Images acquisitions

Dynamic FDG-PETAnatomic imaging

CT MR T2 FS MR T2 FDG-PET

Biological adaptive IMRT

Geets, 2006

Page 13: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009 Geets et al, 2003

0 Gy

50 Gy

FDG-PET

Image-Guided Radiation Therapy in HNSCC The 4th dimension …

Page 14: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Raw

imag

e

Image processing Image segmentation

SBR

W&C

UG 4mm

BG 6mm + deconvolution

PET image segmentation during RxTh

J. Lee & X. Geets, 2005

Page 15: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Impact on dose distribution

P<0.001

Geets, 2007

Page 16: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Classic CT-based planning Adaptive PET-based planning

58%67%73%98%100%99%Adaptive PET-based81%82%83%98%99%99%Classic PET-based66%80%85%100%100%99%Adaptive CT-based100%100%100%100%100%100%Classic CT-basedV100V95V90V80V50V10Planning

P<0.001

Geets, 2007

Impact on dose distribution

SIB-IMRT30x2.3 Gy30x1.85 Gy

Page 17: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Mean slope: -1.46% / treat day (p<0.05)

Medial shift: 0.91mm after 25# (p<0.05)

Mean slope: -2.55% / treat day (p<0.05)

Lateral shift: 1.52mm after 25# (p<0.05)

Variation in therapeutic CTVs during RT-CH…

Castadot & Lee, 2008

Page 18: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Mean slope: -0.47% / treat day (p<0.05)

No shift

Mean slope: -0.41% / treat day (p<0.05)

Medial shift: 1.76mm after 25# (p<0.05)

Variation in prophylactic CTVs during RT-CH…

Castadot & Lee, 2008

Page 19: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Mean slope: -0.93% / treat day (p<0.05)

Medial shift: 3.21mm after 25# (p<0.05)

Mean slope: -1.03% / treat day (p<0.05)

No shift

Variation in parotid volumes during RT-CH…

Castadot & Lee, 2008

Page 20: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

0 → 14Gy 14 → 25Gy 25 → 35Gy 35 → 45Gy 45 → 69Gy

Total Dose really received by each volume element of the patient

+w2→w0

+w3→w0

+w4→w0

+w5→w0

Castadot & Lee, 2008

Page 21: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

« Classical » CT-based

« Classical » PET-based

« Real » CT-based

« Real » PET-based

Adaptive CT-based

Adaptive PET-based

Homolat Parotid Dmean (Gy) 22.05 21.63 23.80 23.27 22.91 22.09

Heterolat Parotid Dmean (Gy) 18.15 20.00 18.52 19.34 18.57 18.40

SC D2 (Gy) 39.49 39.76 41 42.04 37.90 38.26

Larynx D5 (Gy) 65.63 66.33 65.37 66.35 65.57 65.37

Oral cavity Dmean (Gy) 37.80 35.18 38.79 36.16 36.01 33.35

Mandible D2 (Gy) 60.59 57.51 59.52 56.77 58.30 57.27

Homolat Submax gl Dmean (Gy) 65.04 62.96 65.52 63.59 64.57 63.09

Heterolat Submax gl Dmean (Gy) 54.92 53.77 54.97 53.63 55.11 54.58

Skin V65Gy (cc) 11.66 8.78 12.08 9.25 10.25 7.24

V95% (cc) 308.89 297.00 400.11 327.56 311.39 254.40

Dose distribution after adaptive RT-CH (n=5)

Castadot & Lee, 2008

Page 22: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Metabolism: 18F-FDG11C-Met

Proliferation: 76Br-BFU

Hypoxia: 18F-EF3

Which biological pathways? …

Page 23: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

The dream …

Grosu, 2007

Page 24: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Image-Guided Radiation Therapy in HNSCC The reality…

• Adaptive IMRT: geometrical, biological & dosimetrical

• which imaging modalities??

• which biological pathways??

• which volume/dose registration algorithms??

• how frequently??

Page 25: Functional image-based adaptive IMRT: dream or reality?

IAEAApril 2009

Acknowledgements• Communication and Remote Sensing Lab. Adriana PARRAGA, Eng.

Benoit MACQ,Eng., Ph.D.

• ENT and Head & Neck surgery Marc HAMOIR, M.D.• Imaging Emmanuel COCHE, M.D.

Thierry DUPREZ, M.D.Max LONNEUX, M.D.

• Oral & Maxillo-Facial surgery Pierre MAHY, M.D.Hervé REYCHLER, M.D., D.M.D.

• Pathology Birgit WEYNAND, M.D.

• PET laboratory Anne BOL, Ph.D.Daniel LABARE, Ph.D.

• Radiation Oncology Nicholas CHRISTIAN, M.D.Pierre CASTADOT, M.D.Xavier GEETS, M.D., Ph.D.John LEE, eng., Ph.D.Pierre SCALLIET, M.D., Ph.D.