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IGRT: an opportunity to learn, to improve practice and to generate evidence T Kron, C Fox, F Foroudi, J Thomas, A Thompson, R Owen, A Herschtal, A Haworth, KH Tai Peter MacCallum Cancer Centre Melbourne

IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

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Page 1: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

IGRT: an opportunity to learn, to improve practice and to generate

evidence

T Kron, C Fox, F Foroudi, J Thomas, A Thompson, R Owen, A Herschtal, A

Haworth, KH TaiPeter MacCallum Cancer Centre

Melbourne

Page 2: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Image Guidance• First X-ray in Australia

(July 25, 1896)• Bathurst: Father Slattery

takes image of Eric Thomson’s hand.

• Eric Thomson had accidentally be wounded by a spring gun

Page 3: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Local control

Excellent dose distribution

Delivery of radiation

Identification of the target

Verifying delivery

IGRTIMRT

Page 4: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Objectives of the presentation

• Introduce the concept of image guided radiotherapy

• Illustrate the opportunities arising from prospectively collecting relevant information

• Discuss some examples in the context of using daily IGRT for urological malignancies

Page 5: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Attempt a definition for radiotherapy

• IGRT consensus workshop Melbourne February 2008

• “Radiotherapy based on data pertaining to spatial geometry acquired at the point of treatment delivery with the intent to ensure accuracy of radiation delivery appropriate to the clinical scenario”

Page 6: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

The problem• Linac co-ordinate

system fixed in the room (about 1mm accuracy!)Radiation

Isocentre

Patient

Tumour

Page 7: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Varian Trilogy

kV on-boardimaging EPI

Imaging for MV RT units• X-rays:

• MV Portal Imaging • kV imaging • Cone Beam CT • Other CT

• Ultrasound• MRI?• Fiducial markers

Page 8: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Fiducial markers

• Once implanted very easy to localize daily

• Since March 2007 all prostate cancer patients treated with radical intend have three fiducial gold seeds implanted

• Daily imaging for patient positioning:• 2 orthogonal EPI or• 2 orthogonal kV image

with OBI

AP

lateral

Page 9: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

2D/2D match• Two orthogonal (or

non-orthogonal) MV or kV images

• Good software• Provides necessary

3D couch shifts• Used routinely at

Peter Mac

Page 10: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Image guidance process

Reference Image

Image Guidance

Treatment Planning

Treatment Delivery

Action protocol

Move patient

Page 11: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Image guidance process

Reference Image

Image Guidance

Treatment Planning

Treatment Delivery

Action protocol Data collection

Page 12: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Database

• All data recorded in Impac Record and Verify system

• To date:• >500 prostate cancer

patients• 4 different sites (all

Varian equipment but different imaging)

• > 12000 image sets

For illustration purposes onlyNot our database…

Page 13: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Multistep process to extract data (no SQL database)

• Crystal reports (x3)• MS Excel (x3)• In-house software

Chris Fox (x3)• Access database –

all information combined

Page 14: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Patient set-up to external marks

Imaging 1

Adjust patient position by set-up

difference

Treatment

Imaging 2

Time between images

Outcome 1:Set-up difference

Outcome 2/3:Quality Assurance andIntra-fraction variation

Imaging pre- and post- treatment

Page 15: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Outcomes?• Quality assurance - has patient position

been adjusted correctly?• Research/learning

• EPI vs OBI• Intrafraction motion• Predictive patient parameters:

• BMI• Rectal filling at planning

• Change of clinical practice:• Patient selection• Margins

Page 16: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Outcomes?• Quality assurance - has patient position

been adjusted correctly?• Research/learning

• EPI vs OBI• Intrafraction motion• Predictive patient parameters:

• BMI• Rectal filling at planning

• Change of clinical practice:• Patient selection• Margins

Quality Assurance forIndividual Patients andGroups/Processes

Page 17: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

0

200

400

600

800

1 2 3 4 5 6 7 8 9 10 11 12 15 20 25 30More

time between images (min)

num

ber o

f im

ages

EPI - 40 patients: 1125image pairsOBI - 102 patients: 2809image pairsmedian OBI =

6.3min

median EPI = 8.4min

How long does it take? kV imaging is faster than EPI

Page 18: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Time savings• Typical treatment time slot 15 min -

saving creates about 4 to 5 more patient treatment appointments per day…

• In Australian context kV on-board imaging is borderline cost effective over 8 years (even if we ignore better treatment outcomes)

Page 19: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

timeImage analysis and action

Treatment (eg. 5 fields)Two orthogonal kV images pre-treatment

Two orthogonal kV images post-treatment

Time between images

Consider OBI only (all displacements are corrected)

Page 20: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Distribution of intra-fraction

dislocations (QA measure in itself)

3D displacements

Time between images

Page 21: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Is there any preferential direction (systematic error)?

0

Page 22: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Is there a relationship between directions of intra-fraction

displacement?

SI

AP

Page 23: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Patient set-up to external marks

OBI imaging 1

Adjust patient position by set-up

difference

Treatment

OBI imaging 2

Time between images

Outcome 1:Set-up difference

Outcome 2:Intrafraction variation

Is daily imaging useful?

Page 24: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Patient set-up to external marks

OBI imaging 1

Adjust patient position by set-up

difference

Treatment

OBI imaging 2

Time between images

Outcome 1:Set-up difference

Outcome 2:Intrafraction variation

Is daily imaging useful?

Mean set-up vector: 4.9 +/- 3.0mm

Mean displacement: 2.2 +/- 2.0mm

Page 25: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

5 10 15 20 25 30

0.0

0.5

1.0

1.5

2.0

2.5

Relationship bet. Time and 3D Displacement

Time between images (minutes)

3D D

ispl

acem

ent (

cm)

Increase of displacement with time between image sets

Page 26: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Distribution of displacements for times between images of

3D Displacement (cm)

Per

cent

of t

ime

grou

p

0

10

20

30

40

0.0 0.5 1.0 1.5 2.0 2.5

< 7 mins

0.0 0.5 1.0 1.5 2.0 2.5

7 - 14 mins

0.0 0.5 1.0 1.5 2.0 2.5

> 14 mins

< 7 min7 to 14 min > 14 min

Page 27: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

With treatment times of 15 minutes a 5mm 3D margin does not cover all prostate movements

in a 30 fraction treatment

Page 28: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

“Real” prostate motion (Calypso 4D tracking system, Kupelian et al 2007)

Page 29: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Impact/Significance of IGRT• Clinical practice

• Better patient set-up• Quality assurance• Margin design - use

margin recipe• Workflow/resources• Hypo-fractionation

(PROFIT trial)

• Patient selection• Adaptive radiotherapy

Page 30: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Examples of variations between patients

0.00

0.20

0.40

0.60

0.80

1.00

1.20

0.00 2.00 4.00 6.00 8.00 10.00 12.00 14.00

time between pre- and post-treatment image (min)

mov

emen

t (cm

)

patient Apatient Bpatient Cpatient D

Very stable

Large intra-fraction motion

Page 31: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Ind ividual M eans o f 3D D isp lacement

Individual means (mm)

Freq

uenc

y

0 1 2 3 4 5 6

020

4060

8010

0

Number of patients with a certain average 3D displacement

Should these patients have the same

margin or the same optimisation?

Page 32: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

0.1 0.2 0.3 0.4 0.5

0.05

0.10

0.15

0.20

0.25

Mean 3D displacement (cm)

Mea

n st

anda

rd d

evia

tion

(cm

)

SmallMediumLarge

Classification from1st Five Fractions:

small displacement

mediumdisplacement

largedisplacement

Page 33: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

0.1 0.2 0.3 0.4 0.5

0.05

0.10

0.15

0.20

0.25

Mean 3D displacement (cm)

Mea

n st

anda

rd d

evia

tion

(cm

)

SmallMediumLarge

Classification from1st Five Fractions:

small displacement

mediumdisplacement

largedisplacement

Classification of patients based on the first five fractions appears to be possible….

Hope for adaptive radiotherapy

Page 34: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Patient selection?

• No association of systematic and random prostate motion with• Body mass index• Rectal filling at time

of treatment planning

Page 35: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Conclusion• Image guidance provides us

with a lot of data (that should be prospectively collected)

• Evaluation of the data allows improvement of individual patient’s treatment as well as improvement of departmental protocols

• A margin for prostate cancer patients smaller than 5mm appears to be not compatible with intrafraction motion patterns

GTV

Subclinicalinvolvement

CTV

Internal margin

Set-up margin

Internal and set-up margin combined as

independent

PTV

Page 36: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Acknowledgements• Carolyn Bedi, Boon Chua,

Jim Cramb, Penny Fogg, Chris Fox, Annette Haworth, Farshad Foroudi, Eric Nguyen, Rebecca Owen, Paul Roxby, Andrea Paneghel, May Whitaker, Scott Williams, Trevor Leong, Kellie Knight, Kate Love, Claire Fitzpatrick, Trish Hubbard, David Willis, Aldo Rolfo, Gill Duchesne and many more

Page 37: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Cone beam CT• Each OBI is one

‘multi’ slice CT projection

• Slow scan – motion artefacts

• Field of View limited • Scatter affects

accuracy of CT numbers

Page 38: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

On-line adaptive RT for bladder cancer patients

• Could be easy or hard:• Send patient to void• Choose the best from several plans• Replan daily

• Challenges:• Interpretation of complex images in

limited time• Selection of appropriate actions• Training requirements• Documentation

Page 39: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Creation of Conventional and 3 Adaptive Plans

Peter MacCallum Cancer CentreAustralia’s Foremost Cancer Centre

Planning CT

5 Daily CBCTs Week 1

Conventional

Small

Average

Large

Page 40: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Online Bladder Protocol ProcessWeek

1Week

2Week

3Week

4Week

5Week

6Week

7

CBCT

Conventional Plan

Adaptive Plan*

*Adaptive Plan based on Planning CT and first 5 CBCT

Page 41: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Axial CBCT Showing first 5 bladder contours from CBCTs

Page 42: IGRT: an opportunity to learn, to improve practice and to generate …videoserver1.iaea.org/media/HHW/Radiotherapy/ICARO proceedings... · Imaging for MV RT units • X-rays: •

Preliminary Results• 27 patients enrolled in adaptive RT trial• Include imaging after RT to ensure volume is

still covered• Reduction of effective margin by 10mm!!!• Clear dosimetric advantage for the patient• Less integral dose to the patient?• Adaptive RT possible

• Need equipment• Time• Training