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Clinical implementation of a dedicated brain treatment planning optimizer for stereotactic treatments: a new treatment paradigm Thierry Gevaert, PhD Coordinator medical physics group Radiotherapy department UZ Brussel

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Page 1: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Clinical implementation of a dedicated brain treatment

planning optimizer for stereotactic treatments:

a new treatment paradigm

Thierry Gevaert, PhD

Coordinator medical physics group

Radiotherapy department

UZ Brussel

Page 2: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

UZB approach SRS/FSRT: the Past

forward planning

one isocenter with 5 equally distributed arcs

80 % prescription isodose

frameless approach with CBCT and ExacTrac

20 minutes / one lesion, max. 3 isocenters / day

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Page 3: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

UZB approach: Improvement?

Standard of care: multi-isocenter DCA

Points of improvement

planning and treatment efficiency for multiple

(up to 15) metastases

automated treatment planning optimizer

to achieve the best possible plan

user independent

minimize low dose spread

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Page 4: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

UZB new approach

Multiple BrainMet Elements (Brainlab AG)

Combining DCA at different table positions

with single-isocenter treatment planning

optimization

Treatment of up to 15 metastases in a single

treatment session of 20-30 min.

Automatic optimization for all metastases

together

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Page 5: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Automatic detection of the contoured lesions

Multiple Brain Met Elements (Brainlab AG)

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Page 6: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Automatic positioning of

the isocenter and treatment arcs

Multiple Brain Met Elements (Brainlab AG)

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Page 7: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Automatic shaping of the MLC

Multiple Brain Met Elements (Brainlab AG)

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Page 8: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

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This novel software offers the best of both worlds

(i.e., efficient single-isocenter DCA delivery).Gevaert et al. Radiat Oncol 2016;11:13

Page 9: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

What about single brain lesions???

Page 10: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

4 pi approach

Radiation Oncology 2014, 9:239

Page 11: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

4 pi approach

Radiation Oncology 2014, 9:239

Nguyen et al:

The significantly improved dose coverage and high

dose conformity of 4π radiotherapy made it possible to

escalate the GBM prescription doses from 60 Gy to 100 Gy

or to increase the PTV margins while meeting clinical

critical organ dose constraints.

Page 12: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Cranial treatments

Arc trajectory optimization

Relative cost map algorithm

Page 13: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc optimization parameters

Importance of penalties

Optimization of table angles from initial value

(quadratic)

Optimization of gantry angles from initial

values (quadratic)

Radiological depth of PTV (linear)

PTV-OAR overlapping beam‘s eye view,

weighted by relative pointdose (linear)

Page 14: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

4 pi exotic arcs

Page 15: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Study Aim

Report the first 20 treated patient with the

automated treatment planning solution

Multiple Brain Mets SRS Elements:

Single isocenter and multiple inversely optimized

dynamic conformal arcs (1-15 mets)

Cranial SRS Elements:

Inversely optimized VMAT approach using automated

arc trajectory optimization

Patient specific QA: Evaluation Gafchromic

EBT3 film vs. portal imager

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Page 16: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Population / constraints

1- 12 brain mets (n = 16)

Targeted on MRI and CT

PTV margin of 2 mm

Assessment of adequate margin

on going

1 x 20 Gy at periphery of the

lesion

No hard constraint for Dmax

in the lesion

Single lesion surrounded by

OAR (n = 4)

Dose prescription is lesion

dependent

OAR constraint dependent on

prescribed dose

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Multiple Brain Mets SRS Elements Cranial SRS Elements

Page 17: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Protocol management: MMET

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Page 18: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Protocol management: MMET

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Page 19: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Protocol management: MMET

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Page 20: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc setup management: MMET

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Page 21: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc setup management: MMET

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Page 22: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Starting up the plan: MMET

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Page 23: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Automatic positioning of

the isocenter and treatment arcs

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Page 24: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Automatic positioning of

the isocenter and treatment arcs

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Page 25: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Results

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Patients Lesions Number of arcs Number of couch angles

1 2 7 5

2 1 6 4

3 1 6 4

4 2 6 4

5 1 6 4

6 2 6 4

7 3 9 7

8 1 6 4

9 2 6 4

10 2 7 4

11 3 8 7

12 3 5 4

13 5 6 6

14 12 10 10

15 1 6 4

16 2 6 4

Average 3 7 5

SD 3 1 2

Page 26: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Protocol management: Cranial SRS

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Page 27: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Protocol management: Cranial SRS

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Page 28: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc setup management: Cranial SRS

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Page 29: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc setup management: Cranial SRS

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Page 30: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc setup management: Cranial SRS

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Page 31: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Arc setup management: Cranial SRS

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Page 32: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Cranial SRS: example

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Page 33: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Cranial SRS: example

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Page 34: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Patient specific QA

Patient specific QA: Evaluation Gafchromic

EBT3 film vs. portal imager

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Page 35: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Gafchromic film

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Page 36: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Gafchromic film

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Page 37: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

EPID

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Page 38: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Results

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Patients Lesions Films Epid

1 2 98,1 97,3

2 1 99,2 100

3 1 88,1 98,5

4 2 97,4 96,3

5 1 99,2 99,7

6 2 99,7 99,8

7 3 99,1 100

8 1 98,2 98,7

9 2 98,8 99,1

10 2 98,7 97,9

11 3 99,1 98,3

12 3 97,9 97,7

13 5 99,1 99,4

14 12 98,1 100

15 1 98,7 98

16 2 98,4 97,9

Average 98,1 98,7

SD 2,4 1,0

1 1 98,6 99,1

2 1 98,2 98,9

3 1 98,7 99,2

4 1 98,6 98,7

Cra

nia

lM

ultip

le m

ets

Gamma 2%/2mm Local

Page 39: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Conclusion

The automated dose planning Elements

Revive dynamic conformal arcs as the paradigm for

linac-based stereotactic radiosurgery of multiple brain

metastases

at the same time implements an improved VMAT

approach for single lesions with the use of automated

arc trajectory optimization

This study shows

the clinical implementation in routine environment with an

improved planning and treatment efficiency.

Patient specific QA

Portal imager can be adequate alternative when

treatment technique is well established

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Page 40: Clinical implementation of a dedicated brain treatment planning …biblio.sfpm.fr/fichiers/28/j1s1_gevaert.pdf · 2018. 6. 21. · Multiple BrainMet Elements (Brainlab AG) Combining

Acknowledgements