MULTI-SPECTRAL FLUORESCENCE FOR IN-VIVO DETERMINATION OF PROTON ENERGY AND RANGE IN PROTON THERAPY

20210236851 · 2021-08-05

    Inventors

    Cpc classification

    International classification

    Abstract

    The accuracy charged-particle beam trajectories used for radiation therapy in patients is improved by providing feedback on the beam location within a patient's body or a quality assurance phantom. Particle beams impinge on a patient or phantom in an arrangement designed to deliver radiation dose to a tumor, while avoiding as much normal tissue as can be achieved. By placing fiducial markers in the tumor or phantom that contain specific atomic constituents, a detection signal consisting of atomic fluorescence is produced by the particle beam. An algorithm can combine the detected fluorescence signal with the known location of the fiducial markers to determine the location of the particle beam in the patient or phantom.

    Claims

    1. A method for improving the trajectory of charged-particle beams used in cancer therapy in a subject comprising: (a) placing in a subject one or more fiducial markers that produce fluorescent x-rays of one or more distinct energies when struck by a charged-particle beam; (b) determining the locations of the one or more fiducial markers; (c) changing as a function of time the energy of a charged-particle beam which impinges on the subject; (d) recording as a function of time fluorescent x-ray emissions from the fiducial markers when the subject is struck by the charged-particles; (e) applying an algorithm to the recorded information to determine the location of the particle beam in the target relative to the known locations of the fiducial markers; (f) processing the results of the algorithm in a form suitable for display; and (g) displaying location of the particle beam position relative to the fiducial markers.

    2. The method of claim 1, further comprising changing the trajectory of the charged-particle beam based on the measurement of particle beam induced fluorescence.

    3. The method of claim 1, wherein the one or more fiducial markers have a composition which produces a first fluorescent x-ray in the energy range from 20 keV to 150 keV.

    4. The method of claim 1, wherein the one or more fiducial markers have a composition which produces a second fluorescent x-ray in the energy range from 20 keV to 150 keV that is distinct from the first fluorescent x-ray.

    5. The method of claim 4, further comprising using the ratio of the intensity of the first fluorescent x-ray and the second fluorescent x-ray to determine the attenuation thickness of the patient that the beams have traversed.

    6. The method of claim 4, wherein the one or more fiducial markers have a substantial component of the element gold (Au).

    7. The method of claim 1, wherein the fluorescent x-ray emissions are recorded using one or more scintillation detectors.

    8. The method of claim 7, wherein the one or more scintillation detectors have collimation suitable to exclude substantial response to radiation not originating from the fiducial markers.

    9. A method of treating a tumor in a subject, comprising; (a) implanting one or more fiducial markers in or near the tumor; (b) identifying an optimize trajectory for a charged-particle beam using the method of claim 1; and (c) using the optimized charged-particle beam to irradiate the cancer.

    10. The method of claim 9, wherein the tumor is a lung cancer, prostate cancer, breast cancer, skull base tumor, or uveal melanoma.

    11. The method of claim 9, wherein the one or more fiducial markers are placed at one or more of the tumor margins, at one or more locations inside the tumor, or a combination thereof.

    12. A system for improving the accuracy of a charged-particle beam used in cancer therapy comprising: (a) a source of charged-particles of suitable energy for therapeutic effect which can be varied in energy as a function of time; (b) one or more fiducial markers that produce fluorescent x-rays of one or more distinct energies when struck by a charged-particle beam; (c) one or more fluorescent energy detectors suitable for measuring fluorescent x-rays emitted by the fiducial markers; (d) a recorder suitable to record the energy of the charged-particle beam and the fluorescent x-ray emissions as a function of time; (e) a processor and memory to calculate penetration of the charged-particle beam in the target based on the recorded information; and (f) a display by which the information on penetration is presented in suitable form.

    13. The system of claim 12 wherein the fiducial markers have a composition which produces a fluorescent x-ray in the energy range from 20 keV to 150 keV.

    14. The system of claim 12, wherein the fiducial markers have a composition which produces a second fluorescent x-ray in the energy range from 20 keV to 150 keV that is distinct from the first fluorescent x-ray.

    15. The system of claim 14, wherein the fiducial markers have a substantial component of the element gold (Au).

    16. The system of claim 12, wherein the one or more fluorescence energy detectors are scintillation detectors.

    17. The system of claim 16, wherein the one or more fluorescence energy detectors have collimation suitable to exclude substantial response to radiation not originating from the fiducial markers.

    Description

    DESCRIPTION OF DRAWINGS

    [0029] FIG. 1 is a schematic view of an apparatus according to an embodiment of the invention.

    [0030] FIG. 2 is a table illustrating steps of a method in accordance with an embodiment of the current invention.

    [0031] FIG. 3 contains a top graph of model variations of the charged particle beam as a function of time and a bottom graph of the fluorescence yield as a function of time, showing the response of the fiducial marker in accordance with an embodiment of the invention.

    [0032] FIG. 4 is a schematic of an experimental design to determine whether proton-induced x-ray fluorescence can be utilized to determine clinically important dosimetric parameters during a proton therapy treatment.

    [0033] FIG. 5 is a graph showing pulse height analysis of proton induced Au fiducial x-ray emission (counts as a function of energy, keV).

    [0034] FIG. 6 is a graph showing analytical model of the experiment using Bragg curve approximations with stopping power parameters for Au adapted from NIST data tables (fluorescence as a function of path length, cm).

    DETAILED DESCRIPTION

    [0035] In the following description, reference is made to the accompanying drawings, which form a part hereof, and which show, by way of illustration, specific examples or processes in which the invention may be practiced. Where possible, the same reference numbers are used throughout the drawings to refer to the same or like components. In some instances, numerous specific details are set forth in order to provide a thorough understanding of the invention. The invention, however, may be practiced without the specific details or with certain alternative equivalent devices and/or components and methods to those described herein. In other instances, well-known methods and devices and/or components have not been described in detail so as not to unnecessarily obscure aspects of the invention. For the sake of clarity, the various elements represented in the figures are not necessarily to scale.

    [0036] FIG. 1 is a schematic of one embodiment of the disclosed apparatus. A source of high energy charged particles 103 produces a beam of particles 106, which is directed at a target 101. In a preferred embodiment, the charged particles are protons with energy ranging from 50 MeV to 250 MeV, but other charged particles and energy ranges may be used. For example, the method is suited to be used with helium and carbon atom particle beams, both of which are used in practice for medical treatment.

    [0037] The target 101 contains one or more, e.g., plurality, of fiducial markers 102 which are placed at fixed locations within the target. In the embodiment in which the target is a patient, these fiducial markers may preferably be clinically approved seeds manufactured from gold, with dimensions of approximately 1 mm diameter, as commonly used for prostate implant radiotherapy. One example type of suitable gold fiducial marker is the Visicoil™, which can range in diameter from 0.35 mm to 1.10 mm and length from 0.5 cm to 3 cm. Other suitable markers include gold markers used to define tumor locations with the Cyberknife™ radiosurgery system (wherein the gold markers are 0.8 mm×5 mm in size), and surgical clips used to mark tumor boundaries.

    [0038] In the embodiment in which the target is a phantom, the fiducial markers may also be composed of gold wire, with preferable dimensions of 1 mm diameter by 5 mm length.

    [0039] The incident charged particle beam may be directed towards the target and the fiducial markers, with an energy that changes as a function of time in a known way. The control of particle beam energy is a requirement of particle radiotherapy, and the means to accomplish this are well known to practitioners of the art.

    [0040] When the energy of the particle beam 106 is sufficiently high enough, the Bragg peak will approach the location of the fiducial markers 102, which will begin to produce fluorescence radiation 104.

    [0041] The fluorescent radiation emitted by the fiducial markers contains one or more identifiable core-level x-ray emission peak characteristic of the atomic composition of the fiducial. In some embodiments, a major elemental component of the fiducial marker is gold (Au), which emits K shell fluorescent x-rays in the range of approximately 68-80 keV, which are sufficient to travel through the target to reach the detectors 105 without excessive attenuation. In some embodiments, both K and L shell fluorescence from Au (gold) fiducials is used.

    [0042] The fluorescent radiation 104 is not directed into any specific direction. To efficiently collect the radiation, a plurality of x-ray detectors 105 (e.g., multi-energy detectors) can be arranged around the target. In FIG. 1 three such detectors are shown, but more or fewer detectors can be used.

    [0043] In some embodiments the detector 105 is a scintillation detector, but other detectors of x-ray radiation are known to practitioners skilled in the art and can be used herein. These include solid state energy dispersive detectors, commonly called silicon (Si) and germanium (Ge) detectors, proportional counters, gas-electron multiplier detectors, energy-dispersive detectors, and wavelength dispersive detectors.

    [0044] The detector 105 produces one or more electrical signals whose amplitude is proportional to the energy of the x-ray 104 that reaches the detector. To enhance the signal-to-noise ratio, pulse-height analysis may be used on the detector signal to isolate the signal from the x-rays originating from the fiducial markers. The fiducial markers produce characteristic x-rays which are sufficiently far from the x-rays produced by other materials in the patient or the phantom, that there is little interference to the desired fiducial signal from other materials.

    [0045] FIG. 2 is a diagram illustrating steps of one embodiment of the disclosed methods. The method can begin with the implantation of fiducial markers in the target, 201. In some embodiments, the target is either a patient, or a phantom selected for quality-assurance of the charged-particle treatment beam 103-106. In the embodiment in which the target is a patient, the fiducial markers may be similar to those already in clinical use for treatment of prostate cancer or lung cancer.

    [0046] The location of the fiducial markers is identified in the next step of the method, 202. In the case in which the target is a phantom, the location of the markers may be accomplished by the construction of the phantom, or by optical means, or other means well-known to those practiced in the art. In the case in which the target is a patient, the fiducial markers by be localized using an x-ray computed-tomography (CT) scan. Other methods of localizing the fiducial markers, such as radiography, radio-frequency emitters coupled to fiducials, magnetic resonance imaging, or ultrasound, may also be used.

    [0047] The particle beam 106 may be prepared at a specific energy, and directed at the target, step 203. The yield of fiducial marker fluorescence x-rays can be measured 204 and recorded. Optionally, two or more fluorescent energies are detected to correct for attenuation as described above. The energy of the beam 106 can be incremented, resulting in a stepwise variation of the beam energy with time, with the precise relationship of time and beam energy being known. The beam energy can be compared to the desired endpoint, 205, and the cycle of measurement of x-rays and incrementing beam energy (203, 204, 205) can be repeated until the entire range of particle energies is scanned.

    [0048] An algorithm 206 can be applied to the measured fluorescence data as a function of time, to determine the precise time at which the particle beam reached the known location of the fiducial markers. This time in turn can be converted into a beam energy, which was recorded in steps 203-205.

    [0049] In some embodiments, the algorithm used to process the fluorescence data is based on accurate measurements made with proton beams and fiducial markers in a water-equivalent phantom. From this measurement, a profile can be determined that represents the intensity distribution of fluorescence from the fiducial as the Bragg peak sweeps across the fiducial marker. The specific point in the profile that represents the location of the fiducial can thus be accurately determined. This information can be used by the algorithm to extract the location of the particle beam Bragg peak in the target from the measured intensity of fluorescence x-rays as a function of time.

    [0050] As an illustration of the process of the algorithm, FIG. 3 (301) shows a model graph (top) of the variation of the charged particle-beam energy as a function of time, exhibiting a monotonically increasing behavior. The energy of the beam is known at any time. The emitted fluorescence yield from a single fiducial marker is illustrated in the bottom graph of FIG. 3 (302). An edge-like structure occurs at the location of the time t* (303), highlighted by the vertical dashed line. The shape of the edge structure is analyzed to determine the precise time, t*, which corresponds to the particle beam Bragg peak maximum encountering the fiducial marker. Since time also determines beam energy (301), it is then known at which beam energy the particle beam strikes the fiducials.

    [0051] The results of the algorithm are presented in a suitable form in the final step of the method 207. Specific parts, shapes, materials, functions and modules have been set forth, herein. However, a skilled practitioner will realize that there are many ways to fabricate the disclosed system, and that there are many parts, components, modules or functions that may be substituted for those listed above.

    [0052] Also disclosed are method of treating a tumor in a subject that involve implanting fiducial markers in or near the cancer, determining charged-particle beam trajectories through the use of a variation of the charged-particle beam energy as a function of time, measurement of the yield of fluorescent radiation from the fiducial markers as a function of time, using an algorithm to optimize beam trajectory, and using the optimized charged-particle beam to irradiate the cancer. Any tumor, e.g., cancer, that can be treated by charged-particle beam radiotherapy can be treated by this optimized method. For example, the cancer can be lung, prostate, breast, skull base tumors, or uveal melanomas. In some embodiments, the fiducial markers are placed at around the tumor margins, at one or more locations inside the tumor, or a combination thereof.

    [0053] The term “subject” refers to any individual who is the target of administration or treatment. The subject can be a vertebrate, for example, a mammal. Thus, the subject can be a human or veterinary patient. The term “patient” refers to a subject under the treatment of a clinician, e.g., physician.

    [0054] The term “treatment” refers to the medical management of a patient with the intent to cure, ameliorate, stabilize, or prevent a disease, pathological condition, or disorder. This term includes active treatment, that is, treatment directed specifically toward the improvement of a disease, pathological condition, or disorder, and also includes causal treatment, that is, treatment directed toward removal of the cause of the associated disease, pathological condition, or disorder. In addition, this term includes palliative treatment, that is, treatment designed for the relief of symptoms rather than the curing of the disease, pathological condition, or disorder; preventative treatment, that is, treatment directed to minimizing or partially or completely inhibiting the development of the associated disease, pathological condition, or disorder; and supportive treatment, that is, treatment employed to supplement another specific therapy directed toward the improvement of the associated disease, pathological condition, or disorder.

    [0055] The term “tumor” or “neoplasm” refers to an abnormal mass of tissue containing neoplastic cells. Neoplasms and tumors may be benign, premalignant, or malignant. The term “cancer” refers to a cell that displays uncontrolled growth, invasion upon adjacent tissues, and often metastasis to other locations of the body.

    [0056] While the above detailed description has shown, described, and pointed out the fundamental novel features of the invention as applied to various embodiments, it will be understood that various omissions and substitutions and changes in the form and details of the components illustrated may be made by those skilled in the art, without departing from the spirit or essential characteristics of the invention.

    EXAMPLES

    Example 1

    Proton Induced X-Ray Fluorescence for In-Vivo Determination of Proton Range and Energy

    [0057] FIG. 4 illustrates the experimental design used to determine whether proton-induced x-ray fluorescence can be utilized to determine clinically important dosimetric parameters during a proton therapy treatment.

    [0058] Measurements. Therapeutic beams from the UF Proton Therapy Institute were used to excite proton induced x-ray fluorescence emission (PIXE) from cylindrical pure gold fiducial markers. The markers were embedded in a homogeneous water phantom and PIXE was measured using NaI scintillators with energy dispersive spectral analysis. The geometry of the phantom and marker placement was chosen to model parallel-opposed beam treatment of prostate cancer by proton therapy.

    [0059] Modelling. An analytical model of fluroescence yield in realistic therapy conditions was developed using semi-empirical Au K and L shell cross-sections for proton induced emission, and attenuation data for both xray channels. The fluorescence yield from these markers was further modeled using the GEANT4 Monte-Carlo package with low-energy corrections.

    [0060] Measurements were made with proton beam maximum energy ranging from 80 MeV to 200 MeV. The pure gold fiducial was placed at a fixed depth in a water tank. The gold K and L shell x-rays passed through 13.5 cm of water and the wall of the acryllic tank before reaching a 2 cm diameter NaI scintillator where they were detected and energy scaled using pulse height analysis (FIG. 5).

    [0061] Backgrounds were taken with no beam and no gold sample, and with a proton beam but no gold sample. The pulse-height analysis spectrum was accumulated in a multichannel analyzer, and calibrated using a Cs-137 source.

    [0062] An analytical model of the experiment was developed using the Bragg curve approximations of Bortfeld [Med. Phys. 24 (1997) 2024-2033] with stopping power parameters for Au adapted from NIST data tables (FIG. 6). The model incorporates range straggling and energy spread, and fluence reduction due to inelastic nuclear events, using a parameterization to fit data of Janni [At. Data Nucl. Data Tables 27 (1982) 147-339].

    [0063] PIXE from gold fiducial markers was readily detected above background using conventional NaI-Tl scintillation detectors, in a clinical therapy proton beam. This work shows the feasibility of using PIXE for in-vivo dosimetry with proton therapy.

    [0064] A number of embodiments of the invention have been described. Nevertheless, it will be understood that various modifications may be made without departing from the spirit and scope of the invention. Accordingly, other embodiments are within the scope of the following claims.