Brain Metastases Clinical Trial
Official title:
Protocol for Evaluating a Planning Algorithm for Gamma Knife Radiosurgery
The process of developing Gamma Knife radiosurgery treatment plans is today very dependent on
the level of human expertise resulting in a great heterogeneity of the intrinsic qualities of
the treatment planning and the quality of care delivered in radiosurgery.
The existing reverse planning systems, although they have progressed considerably in recent
years, produce results that are still lower than those achieved by an expert.
Conventionally, an experienced dosimetric planner will act mainly on the coordinates of the
position of the isocenters, on the size of the collimators, sector by sector, and on the
irradiation time of each isocenters. In theory, the combination of these variables provides
access to billions of combinatorics whose diversity far exceeds the computational
capabilities of the human mind. The dosimetric planner therefore uses a very small part of
the spectrum of possible patterns by always reproducing a limited number of empirical
solutions.
The company Intuitive Therapeutics has developed a new mathematical algorithm which can
automatically test in a very short time all the combinatorial possibilities and converge very
quickly to the solution that best meets the clinical, anatomical and dosimetric objectives
defined by the neurosurgeon. The quick processing of the system also allows the operator to
modify the constraints to refine the proposed result in real time.
The demonstration of the reality of the performances of this algorithm would give the ability
to even inexperienced users to develop high performance planning for the benefit of the
patient in terms of optimizing the efficacy / toxicity ratio of the radiosurgery treatment
results
The primary objective is to evaluate comparatively the quality of the schedules produced by
the algorithm developed by the company Innovative Therapeutics to those produced by an expert
who carried out more than 15000 dosimetric plannings and radiosurgical interventions.
The main criterion of comparison is the Paddick index.
The secondary criteria for comparison are:
- Compliance index
- selectivity index
- Gradient index
- Maximum, minimum, average dose at risk structures
- Dose distribution in the target volume
- Treatment time (at equal source activity)
- Time of realization of the planning
It was chosen to treat patients with vestibular Schwannoma OR multiple brain metastases (> 5)
treated in single session by Gamma Knife OR para-optic meningioma in hypo-fractionated
treatment on Gamma Knife with restraint mask with inclusion of visual paths in the target
volume planning.
The aim of the study is to show at least the non-inferiority of this new method compared to
the expert user based on the Paddick Index. This index has continuous values between 0 and 1,
0 being the worst case and 1 being the ideal solution. In order to define the sample size
needed for each pathology, a pilot phase is required. This phase can be performed
retrospectively using treatments already defined by the expert user. This pilot phase will
allow us to identify the difference that can be expected between the index values and the
variability of this difference. Based on these values we will be able to determine the size
of the sample allowing us to statistically test the non-inferiority, or even the superiority
of this new device. The number of cases to be included during the pilot phase should be at
least ten cases and a maximum of thirty cases. The choice of the number of cases to be
integrated during this pilot phase will depend on the homogeneity of the differences obtained
on the first cases. These values will allow us to calculate the size of the samples necessary
for the study of non-inferiority as well as for the study of superiority. Depending on the
calculated sizes samples we will make a choice to ensure that this study takes place in the
expected duration.
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