- Original research
- Open Access
Dynamic PET/CT measurements of induced positron activity in a prostate cancer patient after 50-MV photon radiation therapy
© Janek Strååt et al.; licensee Springer. 2013
- Received: 23 September 2012
- Accepted: 14 January 2013
- Published: 23 January 2013
The purpose of this work was to reveal the research interest value of positron emission tomography (PET) imaging in visualizing the induced tissue activity post high-energy photon radiation treatment. More specifically, the focus was on the possibility of retrieving data such as tissue composition and physical half-lives from dynamic PET acquisitions, as positron-emitting radionuclides such as 15O, 11C, and 13N are produced in vivo during radiation treatment with high-energy photons (>15 MeV). The type, amount, and distribution of induced positron-emitting radionuclides depend on the irradiated tissue cross section, the photon spectrum, and the possible perfusion-driven washout.
A 62-year-old man diagnosed with prostate cancer was referred for palliative radiation treatment of the pelvis minor. A total dose of 8 Gy was given using high-energy photon beams (50 MV) with a racetrack microtron, and 7 min after the end of irradiation, the patient was positioned in a PET/computed tomography (CT) camera, and a list-mode acquisition was performed for 30 min. Two volumes of interests (VOIs) were positioned on the dynamic PET/CT images, one in the urinary bladder and the other in the subcutaneous fat. Analysis of the measured relative count rate was performed in order to compute the tissue compositions and physical half-lives in the two regions.
Dynamic analysis from the two VOIs showed that the decay constants of activated oxygen and carbon could be deduced. Calculation of tissue composition from analyzing the VOI containing subcutaneous fat only moderately agreed with that of the tabulated International Commission on Radiation Units & Measurements (ICRU) data of the adipose tissue. However, the same analysis for the bladder showed a good agreement with that of the tabulated ICRU data.
PET can be used in visualizing the induced activity post high-energy photon radiation treatment. Despite the very low count rate in this specific application, wherein 7 min after treatment was about 5% of that of a standard 18F-FDG PET scan, the distribution of activated tissue elements (15O and 11C) could be calculated from the dynamic PET data. One possible future application of this method could possibly be to measure and determine the tumor tissue composition in order to identify any hypoxic or necrotic region, which is information that can be used in the ongoing therapy planning process.
The official name of the trial committee of this study is ‘Regionala etikprövningsnämnden i Stockholm’ (FE 289, Stockholm, SE-17177, Sweden). The unique identifying number is 2011/1789-31/2.
- High-energy photons
- Induced tissue activity
- Photonuclear reactions
- Radiation therapy
- Treatment beam verification.
Georg de Hevesy became the father of nuclear medicine when he formulated the famous ‘Tracer Principle’ in 1913 (G Jr. de Hevesy, personal communication) . This means that by the administration of minute amounts of a chemical compound labeled with a proper radionuclide, it is possible to study functional mechanisms in living plants, animals, or humans without interfering with their functional properties. Diagnostic nuclear medicine is usually based on the administration of a radiopharmaceutical which undergoes a biological or physiological process in the body that can be depicted and analyzed.
During external beam radiation therapy with high-energy photons (>15 MeV), short-lived positron-emitting radionuclides are generated in the normal tissues through the processes of photonuclear reactions. For 12C, 14N, and 16O in the living tissue, the photoneutron reaction, denoted as (γ, n), has a threshold energy of about 15 to 18 MeV [2–4]. The process leads to the positron-emitting radionuclides 11C, 13N, and 15O with physical half-lives of 20, 10, and 2 min, respectively. The amount of positron emitters produced per unit volume will depend on the shape of the photoneutron cross section for the specific element and on the tissue density as well as the energy spectrum of the incident photon beam.
The aim of this report is to highlight a way of producing radionuclides in a patient, thus providing information that may be complementary to that from traditional nuclear medicine. Therefore, we describe a positron emission tomography (PET) study in a male patient after high-energy photon treatment of the pelvis minor because of the local spread of prostate cancer. The examination was done as an extension of earlier work described in  which was an attempt to verify the dose location of the radiation beams. Analysis of the series of consecutive PET acquisitions initiated at the end of the treatment showed a cascade of decaying radionuclides with different decay patterns depending on the composition of the various tissues irradiated. The amount of information was more than one could achieve on the basis of a regular nuclear medicine examination. As for today, a total number of four racetrack microtrons using 50-MV photons are in clinical use in China, and more units are being installed (E Jöreskog, personal communication). Consequently, this or a similar technique based on nuclear activation may have future applications.
A 61-year-old man was diagnosed with prostate cancer with extensive local growth. Bone scintigraphy also showed an uptake in the right os ischii and os pubis due to metastases.
Radiation treatment and beam setup
PET/CT acquisition and patient positioning
The PET/CT scan was performed with a Siemens Biograph TrueV PET/CT scanner (Siemens Medical USA, Knoxville, TN, USA) located at the Nuclear Medicine Department. The time span between the end of the irradiation and the start of the PET/CT scan was approximately 7 min. Patient transport was arranged with a wheelchair. The CT scan was a ‘low-dose attenuation correction CT’ (ACCT) for necessary corrections and an anatomical reference. The PET acquisition was performed in list mode, allowing for the optional selection of frame lengths. In order to eliminate decay correction issues when reconstructing time frames, the isotope information for the acquisition protocol was set to 68Ge (half-life, T 1/2 = 271 days). Reconstruction was performed with filtered back projection (FBP) and attenuation-weighted three-dimensional ordered subset expectation minimization (3D-OSEM) (two iterations and eight subsets), creating images with somewhat different characteristics but derived from the same raw data. A 5-mm post-reconstruction Gaussian filter was applied in all reconstructions. All data were corrected for random coincidences, dead time, scatter, and attenuation. Reconstructed dynamic series were created using a protocol consisting of 15 frames of 2 min each. In addition, a summation image was created using the complete acquired dataset, i.e., 30 min in duration. The PET study was, thus, performed on clinical indication. After a retrospective application, the regional ethical committee, ‘Regionala etikprövningsnämnden i Stockholm’ (Stockholm, Sweden), declared no objection to the study.
Image fusion of PET/CT and dose planning CT
The volume co-registration software, Mirada (XD3, Mirada Medical, Oxford UK) , was used to align the ACCT to the planning CT. Mirada uses a voxel intensity-based registration algorithm that can be both rigid and deformable. In this study, the deformable registration was used. The fusion was performed by an experienced radiologist interactively moving and rotating the ACCT volume until a satisfactory fit to the planning CT was found. All four image sets (PET, ACCT, planning CT, and treatment plan data) were simultaneously displayed, allowing proper alignment of the ACCT and the planning CT.
In equation 3, T ½,1, T ½,2, and T ½,3 were used to extract the estimated physical half-lives (T ½,11C, T ½,15O, and T ½,13N) of 11C, 15O, and 13N, respectively. The computed quantities S 1, S 2, and S 3 are compared to 1H-adjusteda International Commission on Radiation Units & Measurements (ICRU) elemental composition for the urinary bladder (filled) and adipose tissue .
In vivo visualization of the treatment beams by PET
It could be estimated that the activity concentration in a radiotherapy-treated patient, 7 min after a 5- to 8-Gy treatment, is close to 5% of that of a patient injected with 18F-FDG for a standard PET scan. Even if FBP has its strength in being a linear process, there are obvious drawbacks looking at the visual appearance of the images. The resulting images using FBP were noisy and contained pronounced streak artifacts. Therefore, to facilitate outlining of the VOI, images from iterative 3D-OSEM reconstruction were used. In Figure 1, the PET/CT (0 to 30 min) image is shown side by side for both reconstruction methods. Clearly visible in both reconstructions is a high-induced activity seen in the subcutaneous fat where the four beams entered the patient.
Dynamic VOI analysis
VOI 1. The VOI drawn over the subcutaneous fat on the PET image is presented in Figure 2 for transaxial and coronal planes. The relative number of counts as a function of time for VOI 1 is shown in Figure 3, with the lines representing the best fit to Equations 2 and 3 in solid red and dashed blue, respectively. For Equation 2, it was found that S 1 = 0.32 ± 0.11, S 2 = 0.65 ± 0.21, S 3 = 0.03 ± 0.24, and K = 0 representing the relative count rate, with calculated 95% confidence interval, from 11C, 15O, and 13N at the end of irradiation. For Equation 3 instead, it was found that S 1 = 0.33 ± 0.01, Τ 1 = 19.4 ± 1.1 min, S 2 = 0.67 ± 0.11, Τ 2 = 1.99 ± 0.74 min, S 3 = 0, and K = 0. The values of S 1, S 2, and S 3 are compared with the 1H-adjusteda ICRU elemental compositions for the adipose tissue of adult 2a in  which have the following values: 67.7% C, 31.5 O, and 0.8% N.
VOI 2. The urinary bladder as defined by the CT images is shown in Figure 4; it also shows the sum of the complete dynamic PET study (0 to 30 min). An early image (0 to 2 min) and three added late images (25 to 30 min) from the dynamic PET study are also presented. The count rate in the urinary bladder is high at the beginning of the acquisition but declines to almost zero after 25 min. The relative number of counts as a function of time for VOI 2 is shown in Figure 3, with lines representing the best fit to Equation 2 in solid red and Equation 3 in dashed blue. It was found that the relative count rates, with calculated 95% confidence interval, from 11C, 15O, and 13N at the end of irradiation were S 1 = 0.08 ± 0.00, S 2 = 0.92 ± 0.03, S 3 = 0, and K = 0 for Equation 2. Applying the constraints in Equation 3, the computation gave that S 1 = 0.08 ± 0.00, Τ 1 = 20.9 ± 1.6 min, S 2 = 0.92 ± 0.04, Τ 2 = 2.01 ± 0.18 min, S 3 = 0, and K = 0. The values of S 1, S 2, and S 3 are compared with the 1H-adjusteda ICRU elemental compositions for the urinary bladder (filled) of the adult in  which have the following values: 4% 12C, 94% 16O, 1.7% and 14N.
This work focused on the potential use of PET for measuring the in vivo-induced tissue activity due to radiation treatment with high-energy photons, which is 50 MV in this case. Since 1972, attempts were already made at our institution using a gamma camera to depict the distribution of the positron-emitting radionuclides produced in patients being irradiated with 42-MV photons from a betatron. The acquired images could clearly verify that the radionuclide distribution coincided with the irradiated regions. However, as the sensitivity of the camera was very low and the output only analogous, no further such attempts were made (L Johansson, personal communication). Other early studies have shown the potential use of tissue activation for the analysis of tumor blood flow in animal studies [14–16]. More recently, by the study of biological washout processes of ion-beam-induced positron emitters, half-lives of various washout components could be measured in animals [10, 11] and in patients [12, 17]. Furthermore, dose and treatment beam verification during as well as immediately after treatment with ion-beams [18, 19] and protons [17, 20, 21] in patients and for high-energy photons in the animal tissue  have been reported.
In this study, measurements of biological washout processes in the patient were not relevant due to the fact that the therapy machine and the PET/CT were not co-located, and most of the radioactivity had been eliminated before the PET examination. Studying half-lives of various washout components, particularly in blood-rich organs such as the lungs and the liver, generally needs activity measurements to be performed during or at least in direct connection to the irradiation . The urine of the bladder, on the other hand, represents an enclosed compartment with a negligible exchange with other tissues. From the CT scan, it was estimated that the urine volume of the bladder at the beginning of PET acquisition was approximately 200 cm3. Assuming a urine excretion of about 0.5 ml/min, the dilution of activity in this case is almost negligible. Also in fat, the dynamic portion constitutes only of a very small fraction, and most of the induced PET activity originates from radionuclides that are stationary within the tissue.
VOI analysis of the subcutaneous fat gave a composition that did not completely agree with ICRU-tabulated values for the adipose tissue , although the fitted half-lives were found to agree well for both 11C and 15O. The reason for the restricted agreement in composition may be the variations in the actual composition of the subcutaneous fat of the current patient. According to , the adipose tissue is the most variable tissue in the body regarding elemental composition. Water content may vary from 10.9% to 21.0%, and lipid content can range from 62% to 91% . From the analysis of urinary bladder contents (i.e., urine), a high level of oxygen content was found, which is expected as it mainly is composed of water. The calculated half-lives and composition were found to correlate well with tabulated ICRU values . In bone tissues, a high content of 40Ca and 31P will produce positron-emitting radionuclides when they are irradiated with high-energy photons. However, as the half-life of 39Ca is only 0.86 s, this activity will probably never be measurable, and 30P that has a half-life of 2.5 min will most likely not be distinguishable from 15O.
Upon arrival at the Nuclear Medicine department, the setup and positioning of the patient on the PET/CT couch were done as fast as possible in order to avoid further loss of induced activity. The main focus was to ensure that the radiation treatment volume was covered by the axial field of view of the PET camera. Subsequent reconstructions showed that the patient had become slightly mis-positioned in all three planes. In addition, the regular curved PET/CT couch did not match the flat couch used during the radiation treatment and the CT planning, resulting in a deformed activity distribution toward the outer edges of the patient as seen on the treatment plan overlaid on the PET/CT image. However, the deformable registration compensated for the different couches in the main part of the abdomen where the beams intersect.
Reconstruction with FBP [24–26], which is based on the inverse of the radon transform , is fast, robust, linear, and known to yield quantitative results. However, in the low count data such as in this study, the results showed a poor visual image quality, disturbing streak artifacts, and high noise. In order to better visualize the activated tissue and, thereby, the positioning of the VOIs, the iterative reconstruction method, 3D-OSEM , was preferred. The images reconstructed by 3D-OSEM lack the streak artifacts and contain no data outside the object. However, further studies are required to assess the quantitative accuracy of the two methods. It might be that the VOIs preferably are outlined using the 3D-OSEM algorithm, while the data from the VOIs preferably should be extracted from the FBP reconstructed data.
The purpose of this work was to reveal the research interest value of PET imaging in visualizing the induced tissue activity post high-energy photon radiation treatment. Despite the very low count rate, the work demonstrates that the distribution of activated tissue elements (mainly 15O and 11C) could, for stationary tissues, be calculated from the dynamic PET data. The measurement of the mobile as well as stationary tissue might be possible if the PET/CT unit is located close to the radiation treatment facility as this method would be more sensitive. This has been demonstrated in the case of ions [12, 17]. As the radionuclides produced in the patient during photon irradiation all originate from the body tissue (and not from the beam itself), the measured PET activity will, with some corrections, be strictly proportional to the body tissue composition. The idea of being able to measure the true body tissue composition and map anatomical structures is interesting  and could have future applications. One possible aspect of this method would be to measure and determine the tumor tissue composition in order to identify any hypoxic or necrotic regions that can be used in further therapy planning process.
aThe elemental composition was recalculated from ICRU, where hydrogen (1H) - which will not become a positron emitter - has been omitted in the calculation.
Support from The Cancer Research Funds of Radiumhemmet, Stockholm University Department of Physics and the EU project MAMMI are gratefully acknowledged. The authors would like to thank Peder Näfstadius (Radiation Therapy Department) for the major assistance and helpful discussions and Frederic Schoenahl (Siemens AG Healthcare Molecular Imaging) for the reconstruction support. The authors are also grateful to the staff at Karolinska University Hospital for their kind support and assistance during this work in treatment planning, radiation therapy, and PET measurements: Mauricio Alvarez, Eija Flygare, Anette Rönnquist, Elisabet Agnér, Robert Hatherly, and Fredrik Brolin. Technical assistance from Scanditronix Wellhöfer AB is gratefully acknowledged.
- de Hevesy G, Paneth F: Die Löslichkeit des Bleisulfids und Bleichromats. Z Anorg Chem 1913, 82: 323–328. 10.1002/zaac.19130820125View ArticleGoogle Scholar
- Hayward E: Photonuclear Reactions, NBS Monograph vol 118. Gaithersburg: US Department of Commerce, National Bureau of Standards; 1970.Google Scholar
- Fuller EG: Photonuclear reaction cross sections for 12 C, 14 N and 16 O. Phys Rep 1985, 127: 185–231. 10.1016/0370-1573(85)90145-0View ArticleGoogle Scholar
- Dietrich S, Berman B: Atlas of photoneutron cross sections obtained with monoenergetic photons. At Data Nucl Data Tables 1988, 38: 199–338. 10.1016/0092-640X(88)90033-2View ArticleGoogle Scholar
- Janek S, Svensson R, Jonsson C, Brahme A: Development of dose delivery verification by PET imaging of photonuclear reactions following high energy photon therapy. Phys Med Biol 2006, 51: 5769–5783. 10.1088/0031-9155/51/22/004View ArticleGoogle Scholar
- Mirada Medical http://www.mirada-medical.com
- AMIDE http://amide.sourceforge.net/
- Loening AM, Gambhir SS: AMIDE: a free software tool for multimodality medical image analysis. Mol Imaging 2003, 2: 131–137. 10.1162/153535003322556877View ArticleGoogle Scholar
- MATLAB http://www.mathworks.com
- Tomitani T, Pawelke J, Kanazawa M, Yoshikawa K, Yoshida K, Sato M, Takami A, Koga M, Futami Y, Kitagawa A, Urakabe E, Suda M, Mizuno H, Kanai T, Matsuura H, Shinoda I, Takizawa A: Washout studies of 11C in rabbit thigh muscle implanted by secondary beams of HIMAC. Phys Med Biol 2003, 48: 875–889. 10.1088/0031-9155/48/7/305View ArticleGoogle Scholar
- Mizuno H, Tomitani T, Kanazawa M, Kitagawa A, Pawelke J, Iseki Y, Urakabe E, Suda M, Kawano A, Iritani R, Matsushita S, Inaniwa T, Nishio T, Furukawa S, Ando K, Nakamura YK, Kanai T, Ishii K: Washout measurement of radioisotope implanted by radioactive beams in the rabbit. Phys Med Biol 2003, 48: 2269–2281. 10.1088/0031-9155/48/15/302View ArticleGoogle Scholar
- Fiedler F, Priegnitz M, Jülich R, Pawelke J, Crespo P, Parodi K, Ponisch F, Enghardt W: In-beam PET measurements of biological half-lives of 12 C irradiation induced beta+−activity. Acta Oncol 2008, 47: 1077–1086. 10.1080/02841860701769743View ArticleGoogle Scholar
- International Commission on Radiation Units & Measurements: Photon, Electron, Proton and Neutron Interaction Data for Body Tissues, ICRU Report 46. Bethesda; 1992.Google Scholar
- Hughes WL, Nussbaum GH, Connolly R, Emami B, Reilly P: Tissue perfusion rate determined from the decay of oxygen-15 activity after photon activation in situ. Science 1979, 204: 1215–1217. 10.1126/science.451567View ArticleGoogle Scholar
- Ten Haken RK, Nussbaum GH, Emami B, Hughes WL: Photon activation- 15 O decay studies of tumor blood flow. Med Phys 1981, 8: 324–336. 10.1118/1.594835View ArticleGoogle Scholar
- Nussbaum GH, Purdy JA, Granda CO, Emami B, Sapareto SA: Use of the Clinac-35 for tissue activation in noninvasive measurement of capillary blood flow. Med Phys 1983, 10: 487–490. 10.1118/1.595395View ArticleGoogle Scholar
- Parodi K, Paganetti H, Shih HA, Michaud S, Loeffler JS, Delaney TF, Liebsch NJ, Munzenrider JE, Fischman AJ, Knopf A, Bortfeld T: Patient study of in vivo verification of beam delivery and range, using positron emission tomography and computed tomography imaging after proton therapy. Int J Radiat Oncol Biol Phys 2007, 68: 920–934. 10.1016/j.ijrobp.2007.01.063PubMed CentralView ArticleGoogle Scholar
- Iseki Y, Kanai T, Kanazawa M, Kitagawa A, Mizuno H, Tomitani T, Suda M, Urakabe E: Range verification system using positron emitting beams for heavy-ion radiotherapy. Phys Med Biol 2004, 49: 3179–3195. 10.1088/0031-9155/49/14/012View ArticleGoogle Scholar
- Enghardt W, Debus J, Haberer T, Hasch BG, Hinz R, Jäkel O, Krämer M, Lauckner K, Pawelke J: The application of PET to quality assurance of heavy-ion tumor therapy. Strahlenther Onkol 1999,175(Suppl 2):33–36.View ArticleGoogle Scholar
- Hishikawa Y, Kagawa K, Murakami M, Sakai H, Akagi T, Abe M: Usefulness of positron-emission tomographic images after proton therapy. Int J Radiat Oncol Biol Phys 2002, 53: 1388–1391. 10.1016/S0360-3016(02)02887-0View ArticleGoogle Scholar
- Hsi WC, Indelicato DJ, Vargas C, Duvvuri S, Li Z, Palta J: In vivo verification of proton beam path by using post-treatment PET/CT imaging. Med Phys 2009, 36: 4136–4146. 10.1118/1.3193677View ArticleGoogle Scholar
- Nishio T, Miyatake A, Ogino T, Nakagawa K, Saijo N, Esumi H: The development and clinical use of a beam ON-LINE PET system mounted on a rotating gantry port in proton therapy. Int J Radiat Oncol Biol Phys 2010, 76: 277–286. 10.1016/j.ijrobp.2009.05.065View ArticleGoogle Scholar
- Woodard HQ, White DR: The composition of body tissues. Br J Radiol 1986, 59: 1209–1218. 10.1259/0007-1285-59-708-1209View ArticleGoogle Scholar
- Cormack AM: Representation of a function by its line integrals with some radiological applications. J Appl Phys 1963, 34: 2722–2727. 10.1063/1.1729798View ArticleGoogle Scholar
- Hounsfield GN: Computerized transverse axial scanning (tomography). Part I. Description of system. Br J Radiol 1973, 46: 1016–1022. 10.1259/0007-1285-46-552-1016View ArticleGoogle Scholar
- Hounsfield GN: Computerized transverse axial scanning (tomography). Part II. Clinical applications. Br J Radiol 1973, 46: 1023–1047. 10.1259/0007-1285-46-552-1023View ArticleGoogle Scholar
- Radon J: Über die Bestimmung von Funktionen durch ihre Integralwerte längs gewisser Mannigfaltigkeiten. Berichte über die Verhandlungen der Königlich Sächisischen Gesellshaft der Wissenschaften zu Leipzig. Math Phys Klasse 1917, 69: 262–277.Google Scholar
- Hudson HM, Larkin RS: Accelerated image reconstruction using ordered subsets of projection data. IEEE Trans Med Imaging 1994, 13: 601–609. 10.1109/42.363108View ArticleGoogle Scholar
- Kunath D, Kluge T, Pawelke J, Priegnitz M, Enghardt W: In-beam and off-beam PET measurements of target activation by megavolt X-ray beams. IEEE Trans Nucl Sci 2009, 56: 57–65.View ArticleGoogle Scholar
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