RUF Project: Introduction
Advanced screening techniques over the past decade have led to an
increase in the percentage of patients diagnosed with organ confined
prostate cancer. Prostate brachytherapy has emerged as one of the
principal treatment modalities available for those patients. Numerous
studies have demonstrated the efficacy and safety of
transperineal prostate brachytherapy in the therapy of prostate
cancer. The success of brachytherapy chiefly depends on our ability to
intra-operatively tailor the radiation dose to the patient's
individual anatomy, i.e. to adequately “cover” the prostate with
sufficient radiation while still avoiding excessive radiation to
surrounding organs (rectum, urethra, and bladder), thereby curing the
cancer and avoiding unnecessary side effects at the same time. The
failure of the former could cause early recurrence, while that of the
latter results in adverse side effects like rectal ulceration,
incontinence, and impotence.
The ability to perform intra-operative dosimetry may change the
standard of care in brachytherapy by allowing the physician to achieve
technically excellent brachytherapy implants, resulting in improved
disease control and quality of life for a large and steadily growing
group of patients. Unfortunately, such level of precision is not
always achievable even by the most experienced of physicians. Owing to
a plethora of technical problems (including deformation and
dislocation of the prostate, needle bending under tissue forces, and
seeds sliding within the needle tract after the needle is removed) the
implanted seeds usually do not end up exactly in their intended
positions. Thus many implants fail or cause severe side effects owing
to faulty seed placement, yet this cannot be identified or corrected
in the operating room today. While this problem has been known to
brachytherapists, current technology does not allow for reliable
localization of the implanted sources, thereby prohibiting the
prediction and modification of seed distribution
intra-operatively.
In contemporary practice, ultrasound is used to observe the
prostate during the procedure, but seeds cannot readily be seen on the
ultrasound image once they have been deployed. X-rays are used to
visualize the seeds, though only for a gross qualitative estimate. No
C-arm based quantitative dose measurements systems are available
inside the OR. Intra-operative dose calculations based on CT or MRI
are impractical for obvious reasons. Since over two-thirds of the
practitioners have C-arms available, it would be an ideal solution to
combine quantitative measurements from C-arm fluoroscopy and
ultrasound.
The achievement of these goals does not fall under the expertise of
any one department or discipline. Therefore, there is an outstanding
need for multidisciplinary academicians who master the
technological aspects while are trained in clinical medical physics
aspects of the field. The objective of this research is to design,
develop, and evaluate ex-vivo a method for intra-operative
localization of the implanted seeds in relation to the prostate, to
allow for in-situ dosimetric optimization and exit dosimetry.
Specific Research Aims: We propose to develop a
method for the fusion of ultrasound (which can view the prostate but
not the seeds) with X-ray fluoroscopy (which is capable of viewing the
seeds but not the prostate). In particular, we will:
[1]Registration of Ultrasound to Fluoroscopy (RUF): Develop
methods for reconstruction of seed implants from X-ray fluoroscopy and
spatially register them to the prostate anatomy identified in TRUS
[2]System Integration: Integrate the above methods in a
software package and link it with the FDA-approved CMS Interplant®
prostate brachytherapy system to enable in-situ dosimetry
calculation
[3]Experimental Validation: Evaluate the performance of the
RUF system on phantoms, pre-recorded patient data and finally on
clinical trials.
In Aim-1, we will first mount our specially designed X-ray
fiducial system (FTRAC) on a precisely manufactured carrier with
respect to TRUS stepper, and then apply the FTRAC for tracking the
C-arm. The preliminary tracking algorithm has shown adequate accuracy
and robustness, and it would be further perfected to do away with the
complex task of accurate segmentation. This, along with segmented seed
information, will be fed to the algorithm we have developed (MARSHAL)
that will reconstruct the 3D locations of implanted seeds from three
(or more) X-ray images. Though the present version of MARSHAL is very
robust on pres-segmented seeds, it needs to be extended to include
hidden and spuriously segmented seeds in C-arm images. Moreover, here
too, the problem of sensitivity to segmentation will be addressed. The
reconstructed implant configuration will be projected into ultrasound
space where it can be superimposed on the prostate boundary.
In Aim-2, we will integrate the above algorithmic components
as a standalone computer software. This system will communicate with
the FDA-approved Interplant® (CMS, St. Louis, MO) prostate
brachytherapy planning system that provides dosimetric analysis and
proposes appropriate changes in the remainder of the treatment
plan. This process will be repeated to obtain dosimetric update for
every batch of needles (say a row of needles), and at the end of the
procedure to obtain exit dose. Thus intra-operative dosimetry will be
realized.
In Aim-3, we will perform pre-clinical laboratory testing to
validate the accuracy, consistency, and robustness of
ultrasound-fluoroscopy registration and seed implant
reconstruction. In particular, we will first conduct workspace and
accuracy analysis on images of appropriately fabricated prostate
phantoms, and then on pre-recorded brachytherapy cases of real
patients.