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Grzywińska M, Karwecka M, Pomorska A, Irga-Jaworska N, Świętoń D. Textural Analysis of Magnetic Resonance Images as an Additional Evaluation Tool of Parotid Glands in Sjögren-Primarily Findings. Biomedicines 2023; 11:3132. [PMID: 38137353 PMCID: PMC10740887 DOI: 10.3390/biomedicines11123132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 11/18/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023] Open
Abstract
Magnetic Resonance Imaging (MRI) plays a leading role in diagnosing soft tissue pathologies, especially in the head and neck. It is increasingly popular for evaluating salivary gland issues like neoplasms and Sjogren's Syndrome. Advanced MRI methods, including MRI sialography and texture analysis, offer non-invasive alternatives, enhancing MRI's role. This study focused on the relationship between the apparent diffusion coefficient (ADC) and T2-weighted MRI sialography and texture analysis (TA) of parotid glands in children with and without Sjogren's Syndrome (SS). Using 3.0 Tesla MRI with DWI and T2-weighted imaging, expended texture analysis, first-order statistics (FSOs), second-order, and higher-order statistics were conducted. The results showed significant differences in parotid ADC values, with lower values in the SS group, particularly in cases of higher disease activity. Lower kurtosis values were associated with more severe Tonami Scale grades. FSO parameters correlated well with the texture analysis from T2-weighted images, indicating promise in grading parotid gland inflammation. However, further research is needed to understand the impact of variables like binning and region of interest (ROI) size. This study highlights the potential of texture analysis for assessing parotid gland inflammation and emphasizes the need for more investigations in this area.
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Affiliation(s)
- Małgorzata Grzywińska
- Neuroinformatics and Artificial Intelligence Lab, Department of Neurophysiology, Neuropsychology and Neuroinformatics, Medical University of Gdansk, 80-210 Gdansk, Poland
- Department of Radiology, University Clinical Center, 80-952 Gdansk, Poland (D.Ś.)
| | - Magdalena Karwecka
- Department of Radiology, University Clinical Center, 80-952 Gdansk, Poland (D.Ś.)
| | - Anna Pomorska
- 2nd Department of Pediatrics, Haemathology & Oncology, Medical University of Gdansk, 80-210 Gdansk, Poland
| | - Ninela Irga-Jaworska
- 2nd Department of Pediatrics, Haemathology & Oncology, Medical University of Gdansk, 80-210 Gdansk, Poland
| | - Dominik Świętoń
- Department of Radiology, University Clinical Center, 80-952 Gdansk, Poland (D.Ś.)
- 2nd Department of Radiology, Medical University of Gdansk, 80-210 Gdansk, Poland
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Afzelius P, Morsing MK, Nielsen OL, Alstrup AKO, Jensen SB, Jødal L. Lymph Nodes Draining Infections Investigated by PET and Immunohistochemistry in a Juvenile Porcine Model. Molecules 2022; 27:molecules27092792. [PMID: 35566137 PMCID: PMC9104488 DOI: 10.3390/molecules27092792] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 04/23/2022] [Accepted: 04/25/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND [18F]FDG and [11C]methionine accumulate in lymph nodes draining S. aureus -infected foci. The lymph nodes were characterized by weight, [11C]methionine- and [18F]FDG-positron emissions tomography (PET)/computed tomography (CT), and immunohistochemical (IHC)-staining. METHODS 20 pigs inoculated with S. aureus into the right femoral artery were PET/CT-scanned with [18F]FDG, and nine of the pigs were additionally scanned with [11C]methionine. Mammary, medial iliac, and popliteal lymph nodes from the left and right hind limbs were weighed. IHC-staining for calculations of area fractions of Ki-67, L1, and IL-8 positive cells was done in mammary and popliteal lymph nodes from the nine pigs. RESULTS The pigs developed one to six osteomyelitis foci. Some pigs developed contiguous infections of peri-osseous tissue and inoculation-site abscesses. Weights of mammary and medial iliac lymph nodes and their [18F]FDG maximum Standardized Uptake Values (SUVFDGmax) showed a significant increase in the inoculated limb compared to the left limb. Popliteal lymph node weight and their FDG uptake did not differ significantly between hind limbs. Area fractions of Ki-67 and IL-8 in the right mammary lymph nodes and SUVMetmax in the right popliteal lymph nodes were significantly increased compared with the left side. CONCLUSION The PET-tracers [18F]FDG and [11C]methionine, and the IHC- markers Ki-67 and IL-8, but not L1, showed increased values in lymph nodes draining soft tissues infected with S. aureus. The increase in [11C]methionine may indicate a more acute lymph node response, whereas an increase in [18F]FDG may indicate a more chronic response.
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Affiliation(s)
- Pia Afzelius
- Department of Clinical Physiology and Nuclear Medicine Zealand Koege, University Hospital of Copenhagen, 4600 Copenhagen, Denmark
- Department of Nuclear Medicine, Aalborg University Hospital, 9000 Aalborg, Denmark; (S.B.J.); (L.J.)
- Correspondence:
| | - Malene Kjelin Morsing
- Department of Veterinary and Animal Sciences, University of Copenhagen, 1870 Frederiksberg C, Denmark; (M.K.M.); (O.L.N.)
| | - Ole Lerberg Nielsen
- Department of Veterinary and Animal Sciences, University of Copenhagen, 1870 Frederiksberg C, Denmark; (M.K.M.); (O.L.N.)
| | - Aage Kristian Olsen Alstrup
- Department of Nuclear Medicine and PET, Aarhus University Hospital, Skejby, 8200 Aarhus, Denmark;
- Department of Clinical Medicine, Aarhus University, Skejby, 8200 Aarhus, Denmark
| | - Svend Borup Jensen
- Department of Nuclear Medicine, Aalborg University Hospital, 9000 Aalborg, Denmark; (S.B.J.); (L.J.)
- Department of Chemistry and Biosciences, Aalborg University, 9220 Aalborg, Denmark
| | - Lars Jødal
- Department of Nuclear Medicine, Aalborg University Hospital, 9000 Aalborg, Denmark; (S.B.J.); (L.J.)
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Elhalawani H, Cardenas CE, Volpe S, Barua S, Stieb S, Rock CB, Lin T, Yang P, Wu H, Zaveri J, Elgohari B, Abdallah LE, Jethanandani A, Mohamed ASR, Court LE, Hutcheson KA, Brandon Gunn G, Rosenthal DI, Frank SJ, Garden AS, Rao A, Fuller CD. 18FDG positron emission tomography mining for metabolic imaging biomarkers of radiation-induced xerostomia in patients with oropharyngeal cancer. Clin Transl Radiat Oncol 2021; 29:93-101. [PMID: 34195391 PMCID: PMC8239739 DOI: 10.1016/j.ctro.2021.05.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/11/2021] [Accepted: 05/30/2021] [Indexed: 12/30/2022] Open
Abstract
Purpose Head and neck cancers radiotherapy (RT) is associated with inevitable injury to parotid glands and subsequent xerostomia. We investigated the utility of SUV derived from 18FDG-PET to develop metabolic imaging biomarkers (MIBs) of RT-related parotid injury. Methods Data for oropharyngeal cancer (OPC) patients treated with RT at our institution between 2005 and 2015 with available planning computed tomography (CT), dose grid, pre- & first post-RT 18FDG-PET-CT scans, and physician-reported xerostomia assessment at 3-6 months post-RT (Xero 3-6 ms) per CTCAE, was retrieved, following an IRB approval. A CT-CT deformable image co-registration followed by voxel-by-voxel resampling of pre & post-RT 18FDG activity and dose grid were performed. Ipsilateral (Ipsi) and contralateral (contra) parotid glands were sub-segmented based on the received dose in 5 Gy increments, i.e. 0-5 Gy, 5-10 Gy sub-volumes, etc. Median and dose-weighted SUV were extracted from whole parotid volumes and sub-volumes on pre- & post-RT PET scans, using in-house code that runs on MATLAB. Wilcoxon signed-rank and Kruskal-Wallis tests were used to test differences pre- and post-RT. Results 432 parotid glands, belonging to 108 OPC patients treated with RT, were sub-segmented & analyzed. Xero 3-6 ms was reported as: non-severe (78.7%) and severe (21.3%). SUV- median values were significantly reduced post-RT, irrespective of laterality (p = 0.02). A similar pattern was observed in parotid sub-volumes, especially ipsi parotid gland sub-volumes receiving doses 10-50 Gy (p < 0.05). Kruskal-Wallis test showed a significantly higher mean RT dose in the contra parotid in the patients with more severe Xero 3-6mo (p = 0.03). Multiple logistic regression showed a combined clinical-dosimetric-metabolic imaging model could predict the severity of Xero 3-6mo; AUC = 0.78 (95%CI: 0.66-0.85; p < 0.0001). Conclusion We sought to quantify pre- and post-RT 18FDG-PET metrics of parotid glands in patients with OPC. Temporal dynamics of PET-derived metrics can potentially serve as MIBs of RT-related xerostomia in concert with clinical and dosimetric variables.
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Affiliation(s)
- Hesham Elhalawani
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Boston, MA, United States
| | - Carlos E Cardenas
- Department of Radiation Physics, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Stefania Volpe
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Souptik Barua
- Department of Electrical and Computer Engineering, Rice University, Houston, TX, United States.,Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States
| | - Sonja Stieb
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Calvin B Rock
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Department of Radiation Oncology, University of Utah Huntsman Cancer Institute, Salt Lake City, UT, United States
| | - Timothy Lin
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Pei Yang
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital, Xiangya Medical School, Central South University, Changsha, China
| | - Haijun Wu
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jhankruti Zaveri
- Department of Head and Neck Surgery, Section of Speech Pathology and Audiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Baher Elgohari
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Department of Clinical Oncology & Nuclear Oncology, Mansoura University, Mansoura, Egypt
| | - Lamiaa E Abdallah
- Department of Clinical Oncology & Nuclear Oncology, Ain Shams University, Cairo, Egypt
| | - Amit Jethanandani
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Abdallah S R Mohamed
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Laurence E Court
- Department of Radiation Physics, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Katherine A Hutcheson
- Department of Head and Neck Surgery, Section of Speech Pathology and Audiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - G Brandon Gunn
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - David I Rosenthal
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Steven J Frank
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Adam S Garden
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Arvind Rao
- Department of Electrical and Computer Engineering, Rice University, Houston, TX, United States.,Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States.,Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI, United States.,Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, United States.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Clifton D Fuller
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States
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Jimenez-Royo P, Bombardieri M, Ciurtin C, Kostapanos M, Tappuni AR, Jordan N, Saleem A, Fuller T, Port K, Pontarini E, Lucchesi D, Janiczek R, Galette P, Searle G, Patel N, Kershaw L, Gray C, Ratia N, van Maurik A, de Groot M, Wisniacki N, Bergstrom M, Tarzi R. Advanced imaging for quantification of abnormalities in the salivary glands of patients with primary Sjögren's syndrome. Rheumatology (Oxford) 2021; 60:2396-2408. [PMID: 33221921 PMCID: PMC8121449 DOI: 10.1093/rheumatology/keaa624] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 08/21/2020] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES To assess non-invasive imaging for detection and quantification of gland structure, inflammation and function in patients with primary Sjogren's syndrome (pSS) using PET-CT with 11C-Methionine (11C-MET; radiolabelled amino acid), and 18F-fluorodeoxyglucose (18F-FDG; glucose uptake marker), to assess protein synthesis and inflammation, respectively; multiparametric MRI evaluated salivary gland structural and physiological changes. METHODS In this imaging/clinical/histology comparative study (GSK study 203818; NCT02899377) patients with pSS and age- and sex-matched healthy volunteers underwent MRI of the salivary glands and 11C-MET PET-CT. Patients also underwent 18F-FDG PET-CT and labial salivary gland biopsies. Clinical and biomarker assessments were performed. Primary endpoints were semi-quantitative parameters of 11C-MET and 18F-FDG uptake in submandibular and parotid salivary glands and quantitative MRI measures of structure and inflammation. Clinical and minor salivary gland histological parameter correlations were explored. RESULTS Twelve patients with pSS and 13 healthy volunteers were included. Lower 11C-MET uptake in parotid, submandibular and lacrimal glands, lower submandibular gland volume, higher MRI fat fraction, and lower pure diffusion in parotid and submandibular glands were observed in patients vs healthy volunteer, consistent with reduced synthetic function. Disease duration correlated positively with fat fraction and negatively with 11C-MET and 18F-FDG uptake, consistent with impaired function, inflammation and fatty replacement over time. Lacrimal gland 11C-MET uptake positively correlated with tear flow in patients, and parotid gland 18F-FDG uptake positively correlated with salivary gland CD20+ B-cell infiltration. CONCLUSION Molecular imaging and MRI may be useful tools to non-invasively assess loss of glandular function, increased glandular inflammation and fat accumulation in pSS.
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Affiliation(s)
| | - Michele Bombardieri
- Experimental Medicine and Rheumatology, Queen Mary University of London, London
| | - Coziana Ciurtin
- Centre for Adolescent Rheumatology, University College London, London
| | - Michalis Kostapanos
- GlaxoSmithKline Clinical Unit Cambridge, Cambridge
- Department of Medicine, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge
| | - Anwar R Tappuni
- Institute of Dentistry, Queen Mary University of London, London
| | - Natasha Jordan
- Rheumatology Department, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge
| | - Azeem Saleem
- Invicro, Centre for Imaging Sciences, A Konica Minolta Company, London
- Faculty of Health Sciences, University of Hull, Hull
| | - Teresa Fuller
- Research and Development, GlaxoSmithKline, Stevenage
| | - Kathleen Port
- Research and Development, GlaxoSmithKline, Stevenage
| | - Elena Pontarini
- Experimental Medicine and Rheumatology, Queen Mary University of London, London
| | - Davide Lucchesi
- Experimental Medicine and Rheumatology, Queen Mary University of London, London
| | | | - Paul Galette
- Research and Development, GlaxoSmithKline, Stevenage
| | - Graham Searle
- Invicro, Centre for Imaging Sciences, A Konica Minolta Company, London
| | - Neel Patel
- Research and Development, GlaxoSmithKline, Stevenage
| | - Lucy Kershaw
- Centre for Inflammation Research, University of Edinburgh
- Edinburgh Imaging, University of Edinburgh, Edinburgh
| | - Calum Gray
- Edinburgh Imaging, University of Edinburgh, Edinburgh
| | - Nirav Ratia
- Research and Development, GlaxoSmithKline, Stevenage
| | | | - Marius de Groot
- Research and Development, GlaxoSmithKline, Stevenage
- GlaxoSmithKline Clinical Unit Cambridge, Cambridge
| | | | | | - Ruth Tarzi
- Research and Development, GlaxoSmithKline, Stevenage
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Matsusaka Y, Yamane T, Fukushima K, Seto A, Matsunari I, Kuji I. Can the function of the tubarial glands be evaluated using [ 99mTc]pertechnetate SPECT/CT, [ 18F]FDG PET/CT, and [ 11C]methionine PET/CT? EJNMMI Res 2021; 11:34. [PMID: 33788026 PMCID: PMC8012434 DOI: 10.1186/s13550-021-00779-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 03/22/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The tubarial glands (TGs) are recently reported as newly found salivary gland structures that can be organs at risk predominantly localized in the tori tubarius in the nasopharynx using prostate-specific membrane antigen positron emission tomography/computed tomography (PSMA PET/CT). The aims of this study were to analyze uptake in the TGs compared with that in the other salivary glands and palatine tonsils using [99mTc]pertechnetate SPECT/CT, [18F]FDG PET/CT, and [11C]methionine PET/CT and to confirm whether these three imaging modalities are useful in evaluating the physiological function of the TGs. Twelve and 130 patients, who underwent [99mTc]pertechnetate SPECT/CT and [18F]FDG/[11C]methionine PET/CT, respectively, were retrospectively included. [99mTc]pertechnetate uptake in the tori tubarius was visually assessed and semiquantitatively compared with that in the background, parotid salivary glands (PSGs), submandibular salivary glands (SmSGs), and sublingual salivary glands (SlSGs). Correlations of [18F]FDG and [11C]methionine uptakes in the tori tubarius with those in the other three salivary glands and palatine tonsils were analyzed. RESULTS [99mTc]pertechnetate uptake in the tori tubarius was invisible and was not significantly higher than that in the background. Both [18F]FDG and [11C]methionine uptakes in the tori tubarius were correlated with that in the palatine tonsils (r = 0.56, p < 0.0001; r = 0.48, p < 0.0001, respectively). [18F]FDG uptake in the tori tubarius was not positively correlated with that in the PSGs, SmSGs, and SlSGs (r = - 0.19, p = 0.03; r = - 0.02, p = 0.81; r = 0.12, p = 0.17, respectively). [11C]methionine uptake in the tori tubarius was correlated with that in the SmSGs and SlSGs (r = 0.24, p = 0.01; r = 0.32, p < 0.01, respectively), but not with that in the PSGs (r = 0.16, p = 0.08). CONCLUSIONS The TGs were undetectable on [99mTc]pertechnetate SPECT/CT. Both [18F]FDG and [11C]methionine uptakes in the tori tubarius were clearly affected by that in the palatine tonsils and was little related to that in the other salivary glands. Therefore, it seems difficult to evaluate the physiological function of the TGs as salivary glands using [99mTc]pertechnetate SPECT/CT, [18F]FDG PET/CT, and [11C]methionine PET/CT imaging.
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Affiliation(s)
- Yohji Matsusaka
- Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan.
| | - Tomohiko Yamane
- Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan
| | - Kenji Fukushima
- Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan
| | - Akira Seto
- Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan
| | - Ichiro Matsunari
- Division of Nuclear Medicine, Department of Radiology, Saitama Medical University Hospital, 38 Moro-Hongo, Moroyama, 350-0495, Japan
| | - Ichiei Kuji
- Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan
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Abstract
Head and neck cancers are commonly encountered malignancies in the United States, of which the majority are attributed to squamous cell carcinoma. 18F-FDG-PET/CT has been well established in the evaluation, treatment planning, prognostic implications of these tumors and is routinely applied for the management of patients with these cancers. Many alternative investigational PET radiotracers have been extensively studied in the evaluation of these tumors. Although these radiotracers have not been able to replace 18F-FDG-PET/CT in routine clinical practice currently, they may provide important additional information about the biological mechanisms of these tumors, such as foci of tumor hypoxia as seen on hypoxia specific PET radiotracers such as 18F-Fluoromisonidazole (18F-FMISO), which could be useful in targeting radioresistant hypoxic tumor foci when treatment planning. There are multiple other hypoxia-specific PET radiotracers such as 18F-Fluoroazomycinarabinoside (FAZA), 18F-Flortanidazole (HX4), which have been evaluated similarly, of which 18F-Fluoromisonidazole (18F-FMISO) has been the most investigated. Other radiotracers frequently studied in the evaluation of these tumors include radiolabeled amino acid PET radiotracers, which show increased uptake in tumor cells with limited uptake in inflammatory tissue, which can be useful especially in differentiating postradiation inflammation from residual and/or recurrent disease. 18F-Fluorothymidine (FLT) is localized intracellularly by nucleoside transport and undergoes phosphorylation thereby being retained within tumor cells and can serve as an indicator of tumor proliferation. Decrease in radiotracer activity following treatment can be an early indicator of treatment response. This review aims at synthesizing the available literature on the most studied non-FDG-PET/CT in head and neck cancer.
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Affiliation(s)
- Charles Marcus
- Department of Radiology, West Virginia University, Morgantown, WV.
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Uehara T, Watanabe M, Suzuki H, Furusawa Y, Arano Y. Amino acid transport system - A substrate predicts the therapeutic effects of particle radiotherapy. PLoS One 2017; 12:e0173096. [PMID: 28245294 PMCID: PMC5330493 DOI: 10.1371/journal.pone.0173096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 02/15/2017] [Indexed: 11/19/2022] Open
Abstract
L-[methyl-11C]Methionine (11C-Met) is useful for estimating the therapeutic efficacy of particle radiotherapy at early stages of the treatment. Given the short half-life of 11C, the development of longer-lived 18F- and 123I-labeled probes that afford diagnostic information similar to 11C-Met, are being sought. Tumor uptake of 11C-Met is involved in many cellular functions such as amino acid transport System-L, protein synthesis, and transmethylation. Among these processes, since the energy-dependent intracellular functions involved with 11C-Met are more reflective of the radiotherapeutic effects, we evaluated the activity of the amino acid transport System-A as an another energy-dependent cellular function in order to estimate radiotherapeutic effects. In this study, using a carbon-ion beam as the radiation source, the activity of System-A was evaluated by a specific System-A substrate, alpha-[1-14C]-methyl-aminoisobutyric acid (14C-MeAIB). Cellular growth and the accumulation of 14C-MeAIB or 14C-Met were evaluated over time in vitro in cultured human salivary gland (HSG) tumor cells (3-Gy) or in vivo in murine xenografts of HSG tumors (6- or 25-Gy) before and after irradiation with the carbon-ion beam. Post 3-Gy irradiation, in vitro accumulation of 14C-Met and 14C-MeAIB decreased over a 5-day period. In xenografts of HSG tumors in mice, tumor re-growth was observed in vivo on day-10 after a 6-Gy irradiation dose, but no re-growth was detected after the 25-Gy irradiation dose. Consistent with the growth results, the in vivo tumor accumulation of 14C-MeAIB did not decrease after the 6-Gy irradiation dose, whereas a significant decrease was observed after the 25-Gy irradiation dose. These results indicate that the activity of energy dependent System-A transporter may reflect the therapeutic efficacy of carbon-ion radiotherapy and suggests that longer half-life radionuclide-labeled probes for System-A may also provide widely available probes to evaluate the effects of particle radiotherapy on tumors at early stage of the treatment.
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Affiliation(s)
- Tomoya Uehara
- Department of Molecular Imaging and Radiotherapy, Graduate School of Pharmaceutical Science, Chiba University, Chiba, Japan
- * E-mail:
| | - Mariko Watanabe
- Department of Molecular Imaging and Radiotherapy, Graduate School of Pharmaceutical Science, Chiba University, Chiba, Japan
| | - Hiroyuki Suzuki
- Department of Molecular Imaging and Radiotherapy, Graduate School of Pharmaceutical Science, Chiba University, Chiba, Japan
| | - Yoshiya Furusawa
- National Institutes for Quantum and Radiological Science and Technology, National Institute of Radiological Sciences, Chiba, Japan
| | - Yasushi Arano
- Department of Molecular Imaging and Radiotherapy, Graduate School of Pharmaceutical Science, Chiba University, Chiba, Japan
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8
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Chiu TW, Liu YJ, Chang HC, Lee YH, Lee JC, Hsu K, Wang CW, Yang JM, Hsu HH, Juan CJ. Evaluating Instantaneous Perfusion Responses of Parotid Glands to Gustatory Stimulation Using High-Temporal-Resolution Echo-Planar Diffusion-Weighted Imaging. AJNR Am J Neuroradiol 2016; 37:1909-1915. [PMID: 27339952 DOI: 10.3174/ajnr.a4852] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 04/03/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Parotid glands secrete and empty saliva into the oral cavity rapidly after gustatory stimulation. However, the role of the temporal resolution of DWI in investigating parotid gland function remains uncertain. Our aim was to design a high-temporal-resolution echo-planar DWI pulse sequence and to evaluate the instantaneous MR perfusion responses of the parotid glands to gustatory stimulation. MATERIALS AND METHODS This prospective study enrolled 21 healthy volunteers (M/F = 2:1; mean age, 45.2 ± 12.9 years). All participants underwent echo-planar DWI (total scan time, 304 seconds; temporal resolution, 4 s/scan) on a 1.5T MR imaging scanner. T2WI (b = 0 s/mm2) and DWI (b = 200 s/mm2) were qualitatively assessed. Signal intensity of the parotid glands on T2WI, DWI, and ADC was quantitatively analyzed. One-way ANOVA with post hoc group comparisons with Bonferroni correction was used for statistical analysis. P < .05 was statistically significant. RESULTS Almost perfect interobserver agreement was achieved (κ ≥ 0.656). The parotid glands had magnetic susceptibility artifacts in 14.3% (3 of 21) of volunteers during swallowing on DWI but were free from perceptible artifacts at the baseline and at the end of scans on all images. Increased ADC and reduced signal intensity of the parotid glands on T2WI and DWI occurred immediately after oral administration of lemon juice. Maximal signal change of ADC (24.8% ± 10.8%) was significantly higher than that of T2WI (-10.1% ± 5.2%, P < .001). The recovery ratio of ADC (100.71% ± 42.34%) was also significantly higher than that of T2WI (22.36% ± 15.54%, P < .001). CONCLUSIONS Instantaneous parotid perfusion responses to gustatory stimulation can be quantified by ADC by using high-temporal-resolution echo-planar DWI.
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Affiliation(s)
- T-W Chiu
- From the Departments of Radiology (T.-W.C., C.-W.W., H.-H.H., C.-J.J.)
- Department of Medicine (T.-W.C.), Taipei Medical University, Taipei, Taiwan
| | - Y-J Liu
- Department of Medicine (T.-W.C.), Taipei Medical University, Taipei, Taiwan
| | - H-C Chang
- Department of Diagnostic Radiology (H.-C.C.), The University of Hong Kong, Hong Kong
| | - Y-H Lee
- Department of Medicine (T.-W.C.), Taipei Medical University, Taipei, Taiwan
| | - J-C Lee
- Department of Otolaryngology-Head and Neck Surgery (J.-C.L.), Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
- Department of Biological Science and Technology (J.-C.L., J.-M.Y.), Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, Taiwan
| | - K Hsu
- Dentistry (K.H.), National Defense Medical Center, Taipei, Taiwan
| | - C-W Wang
- From the Departments of Radiology (T.-W.C., C.-W.W., H.-H.H., C.-J.J.)
- Department of Radiology (C.-W.W., H.-H.H., C.-J.J.), Tri-Service General Hospital, Taipei, Taiwan
| | - J-M Yang
- Department of Biological Science and Technology (J.-C.L., J.-M.Y.), Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, Taiwan
| | - H-H Hsu
- From the Departments of Radiology (T.-W.C., C.-W.W., H.-H.H., C.-J.J.)
- Department of Radiology (C.-W.W., H.-H.H., C.-J.J.), Tri-Service General Hospital, Taipei, Taiwan
| | - C-J Juan
- From the Departments of Radiology (T.-W.C., C.-W.W., H.-H.H., C.-J.J.)
- Department of Radiology (C.-W.W., H.-H.H., C.-J.J.), Tri-Service General Hospital, Taipei, Taiwan
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9
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Quartuccio N, Caobelli F, Di Mauro F, Cammaroto G. Non-18F-FDG PET/CT in the management of patients affected by HNC: state-of-the-art. Nucl Med Commun 2016; 37:891-898. [PMID: 27139114 DOI: 10.1097/mnm.0000000000000530] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PET/computed tomography with F-fluorodeoxyglucose is considered a powerful molecular imaging technique that can provide useful information in the management of patients affected by head and neck cancer. However, misleading findings have been reported because of nonspecific uptake caused by peritumoural inflammation and physiologic changes in nonmalignant tissues in the head and neck region. More specific β-emitting tracers have been introduced that can track other pathological processes. We aimed to review the existing literature performing the search until June 2015 on non-F-fluorodeoxyglucose PET tracers in head and neck cancer to highlight their role in clinical practice.
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Affiliation(s)
- Natale Quartuccio
- aWolfson Molecular Imaging Centre, University of Manchester, Manchester, UK bDepartment of Nuclear Medicine, Hannover Medical School, Hanover, Germany cDepartment of Nuclear Medicine, Universitätsspital Basel, Basel, Switzerland dNuclear Medicine Unit, Department of Biomedical Sciences and Morphologic and Functional Images eDepartment of Otorhinolaryngology, University of Messina, Messina fYoung Executive Committee of the Italian Association of Nuclear Medicine (AIMN), Milan, Italy
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10
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Applications of Fluorodeoxyglucose PET/Computed Tomography in the Assessment and Prediction of Radiation Therapy–related Complications. PET Clin 2015; 10:555-71. [DOI: 10.1016/j.cpet.2015.05.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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11
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Temporal Evolution of Parotid Volume and Parotid Apparent Diffusion Coefficient in Nasopharyngeal Carcinoma Patients Treated by Intensity-Modulated Radiotherapy Investigated by Magnetic Resonance Imaging: A Pilot Study. PLoS One 2015; 10:e0137073. [PMID: 26323091 PMCID: PMC4556378 DOI: 10.1371/journal.pone.0137073] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 08/12/2015] [Indexed: 12/18/2022] Open
Abstract
Purpose To concurrently quantify the radiation-induced changes and temporal evolutions of parotid volume and parotid apparent diffusion coefficient (ADC) in nasopharyngeal carcinoma (NPC) patients treated by intensity-modulated radiotherapy by using magnetic resonance imaging (MRI). Materials and Methods A total of 11 NPC patients (9 men and 2 women; 48.7 ± 11.7 years, 22 parotid glands) were enrolled. Radiation dose, parotid sparing volume, severity of xerostomia, and radiation-to-MR interval (RMI) was recorded. MRI studies were acquired four times, including one before and three after radiotherapy. The parotid volume and the parotid ADC were measured. Statistical analysis was performed using SPSS and MedCalc. Bonferroni correction was applied for multiple comparisons. A P value less than 0.05 was considered as statistically significant. Results The parotid volume was 26.2 ± 8.0 cm3 before radiotherapy. The parotid ADC was 0.8 ± 0.15 × 10−3 mm2/sec before radiotherapy. The parotid glands received a radiation dose of 28.7 ± 4.1 Gy and a PSV of 44.1 ± 12.6%. The parotid volume was significantly smaller at MR stage 1 and stage 2 as compared to pre-RT stage (P < .005). The volume reduction ratio was 31.2 ± 13.0%, 26.1 ± 13.5%, and 17.1 ± 16.6% at stage 1, 2, and 3, respectively. The parotid ADC was significantly higher at all post-RT stages as compared to pre-RT stage reciprocally (P < .005 at stage 1 and 2, P < .05 at stage 3). The ADC increase ratio was 35.7 ± 17.4%, 27.0 ± 12.8%, and 20.2 ± 16.6% at stage 1, 2, and 3, respectively. The parotid ADC was negatively correlated to the parotid volume (R = -0.509; P < .001). The parotid ADC was positively associated with the radiation dose significantly (R2 = 0.212; P = .0001) and was negatively associated with RMI significantly (R2 = 0.203; P = .00096) significantly. Multiple regression analysis further showed that the post-RT parotid ADC was related to the radiation dose and RMI significantly (R2 = 0.3580; P < .0001). At MR stage 3, the parotid volume was negatively associated with the dry mouth grade significantly (R2 = 0.473; P < .0001), while the parotid ADC was positively associated with the dry mouth grade significantly (R2 = 0.288; P = .015). Conclusion Our pilot study successfully demonstrates the concurrent changes and temporal evolution of parotid volume and parotid ADC quantitatively in NPC patients treated by IMRT. Our results suggest that the reduction of parotid volume and increase of parotid ADC are dominated by the effect of acinar loss rather than edema at early to intermediate phases and the following recovery of parotid volume and ADC toward the baseline values might reflect the acinar regeneration of parotid glands.
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12
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Tuomikoski L, Kapanen M, Collan J, Keyriläinen J, Saarilahti K, Loimu V, Seppälä T, Tenhunen M. Toward a more patient-specific model of post-radiotherapy saliva secretion for head and neck cancer patients. Acta Oncol 2015. [PMID: 26203929 DOI: 10.3109/0284186x.2015.1067717] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Reduction of saliva secretion is a common side effect following radiotherapy (RT) for cancer of the head and neck region. The aim of this study is to predict the post-RT salivary function for individual patients prior to treatment and to recognise possible differences in individual radiosensitivity. MATERIAL AND METHODS A predictive model for post-RT salivary function was validated for 64 head and neck cancer patients. The input parameters for the model were salivary excretion fraction (sEF) measured by 99mTc-pertechnetate scintigraphy, total stimulated salivary flow and mean absorbed dose for the major salivary glands. SEF values after RT relative to the baseline before RT (rEF) were compared among the patients using the distance ΔrEF between single gland rEF and the corresponding expected value at the dose response curve. RESULTS A significant correlation (R = 0.86, p = 0.018) was found between the modelled and the measured values of stimulated salivary flow six months after RT. The average prediction error for the saliva flow rate was 6 ml/15 min. A linear relationship between ΔrEF for the left and the right parotid glands was observed both six (R = 0.53) and 12 (R = 0.79) months after RT. The average of absolute values of ΔrEF was 0.20 for parotid glands and 0.22 for submandibular glands. CONCLUSIONS The salivary flow model was validated for 64 patients. The results imply, that one explanation for the discrepancies between the predicted and the measured salivary flow rate values and the common variations found in ΔrEF for the parotid glands may be differences in patients' individual response to radiation. However, quantitative extraction of individual radiosensitivity would require further studies in order to take it into account in predictive models.
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Affiliation(s)
- Laura Tuomikoski
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
| | - Mika Kapanen
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
- b Department of Medical Physics , Tampere University Hospital , Tampere , Finland
| | - Juhani Collan
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
| | - Jani Keyriläinen
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
- c Department of Oncology and Radiotherapy , Turku University Hospital , Turku , Finland
| | - Kauko Saarilahti
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
| | - Venla Loimu
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
| | - Tiina Seppälä
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
| | - Mikko Tenhunen
- a HUCH Comprehensive Cancer Center, Department of Radiation Oncology , Helsinki University Central Hospital , Helsinki , Finland
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13
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Clark HD, Moiseenko VV, Rackley TP, Thomas SD, Wu JS, Reinsberg SA. Development of a method for functional aspect identification in parotid using dynamic contrast-enhanced magnetic resonance imaging and concurrent stimulation. Acta Oncol 2015; 54:1686-90. [PMID: 26252349 DOI: 10.3109/0284186x.2015.1067718] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Haley D Clark
- a Department of Physics and Astronomy , University of British Columbia , Vancouver, British Columbia , Canada
- b Department of Medical Physics , British Columbia Cancer Agency , Vancouver, British Columbia , Canada
| | - Vitali V Moiseenko
- c Department of Medicine and Applied Sciences , University of California , San Diego, La Jolla, California , USA
| | - Thomas P Rackley
- d Department of Radiation Oncology , British Columbia Cancer Agency , Vancouver, British Columbia , Canada
| | - Steven D Thomas
- b Department of Medical Physics , British Columbia Cancer Agency , Vancouver, British Columbia , Canada
| | - Jonn S Wu
- d Department of Radiation Oncology , British Columbia Cancer Agency , Vancouver, British Columbia , Canada
| | - Stefan A Reinsberg
- a Department of Physics and Astronomy , University of British Columbia , Vancouver, British Columbia , Canada
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14
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Scrimger R. Salivary gland sparing in the treatment of head and neck cancer. Expert Rev Anticancer Ther 2012; 11:1437-48. [PMID: 21929317 DOI: 10.1586/era.11.101] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Radiotherapy is an important component of the multimodality treatment of head and neck cancer. Although an effective treatment for many patients, it can have significant long-term sequelae. In particular, xerostomia - or dry mouth - caused by salivary gland injury is a serious problem suffered by most patients and leads to problems with oral comfort, dental health, speech and swallowing. This article explores the mechanisms behind radiation injury to the major salivary glands, as well as different strategies to minimize and alleviate xerostomia. This includes technical approaches to minimize radiation dose to salivary tissue, such as intensity-modulated radiotherapy and surgical transfer of salivary glands, as well as pharmacologic approaches to stimulate or protect the salivary tissue. The scientific literature will be critically examined to see what works and what strategies have been less effective in attempting to minimize xerostomia in head and neck cancer patients.
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Affiliation(s)
- Rufus Scrimger
- Department of Oncology, University of Alberta, 11560 University Ave NW, Edmonton, AB, T6G 1Z2, Canada.
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15
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Parametric mapping of [18F]fluoromisonidazole positron emission tomography using basis functions. J Cereb Blood Flow Metab 2011; 31:648-57. [PMID: 20736963 PMCID: PMC3049519 DOI: 10.1038/jcbfm.2010.141] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In this study, we show a basis function method (BAFPIC) for voxelwise calculation of kinetic parameters (K(1), k(2), k(3), K(i)) and blood volume using an irreversible two-tissue compartment model. BAFPIC was applied to rat ischaemic stroke micro-positron emission tomography data acquired with the hypoxia tracer [(18)F]fluoromisonidazole because irreversible two-tissue compartmental modelling provided good fits to data from both hypoxic and normoxic tissues. Simulated data show that BAFPIC produces kinetic parameters with significantly lower variability and bias than nonlinear least squares (NLLS) modelling in hypoxic tissue. The advantage of BAFPIC over NLLS is less pronounced in normoxic tissue. K(i) determined from BAFPIC has lower variability than that from the Patlak-Gjedde graphical analysis (PGA) by up to 40% and lower bias, except for normoxic tissue at mid-high noise levels. Consistent with the simulation results, BAFPIC parametric maps of real data suffer less noise-induced variability than do NLLS and PGA. Delineation of hypoxia on BAFPIC k(3) maps is aided by low variability in normoxic tissue, which matches that in K(i) maps. BAFPIC produces K(i) values that correlate well with those from PGA (r(2)=0.93 to 0.97; slope 0.99 to 1.05, absolute intercept <0.00002 mL/g per min). BAFPIC is a computationally efficient method of determining parametric maps with low bias and variance.
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16
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FDG-PET assessment of the effect of head and neck radiotherapy on parotid gland glucose metabolism. Int J Radiat Oncol Biol Phys 2010; 82:321-6. [PMID: 21030160 DOI: 10.1016/j.ijrobp.2010.08.055] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2010] [Revised: 08/20/2010] [Accepted: 08/20/2010] [Indexed: 11/23/2022]
Abstract
PURPOSE Functional imaging with [F-18]-fluorodeoxyglucose positron emission tomography (FDG-PET) provides the opportunity to define the physiology of the major salivary glands before and after radiation therapy. The goal of this retrospective study was to identify the radiation dose-response relationship of parotid gland glucose metabolism in patients with head and neck squamous cell carcinoma (HNSCC). MATERIALS AND METHODS Forty-nine adults with HNSCC were identified who had curative intent intensity-modulated radiation therapy (IMRT) and FDG-PET imaging before and after treatment. Using a graphical user interface, contours were delineated for the parotid glands on axial CT slices while all authors were blinded to paired PET slices. Average and maximal standard uptake values (SUV) were measured within these anatomic regions. Changes in SUV and volume after radiation therapy were correlated with parotid gland dose-volume histograms from IMRT plans. RESULTS The average parotid gland volume was 30.7 mL and contracted 3.9 ± 1.9% with every increase of 10 Gy in mean dose (p = 0.04). However, within the first 3 months after treatment, there was a uniform reduction of 16.5% ± 7.3% regardless of dose. The average SUV(mean) of the glands was 1.63 ± 0.48 pretreatment and declined by 5.2% ± 2.5% for every increase of 10 Gy in mean dose (p = 0.04). The average SUV(max) was 4.07 ± 2.85 pretreatment and decreased in a sigmoid manner with mean dose. A threshold of 32 Gy for mean dose existed, after which SUV(max) declined rapidly. CONCLUSION Radiation dose responses of the parotid glands can be measured by integrated CT/FDG-PET scans. Retrospective analysis showed sigmoidal declines in the maximum metabolism but linear declines in the average metabolism of the glands with dose. Future studies should correlate this decline in FDG uptake with saliva production to improve treatment planning.
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17
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Partridge M, Yamamoto T, Grau C, Høyer M, Muren LP. Imaging of normal lung, liver and parotid gland function for radiotherapy. Acta Oncol 2010; 49:997-1011. [PMID: 20831488 DOI: 10.3109/0284186x.2010.504735] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
There is growing clinical evidence that functional imaging is useful for target volume definition and early assessment of tumour response to external beam radiotherapy. A subject that has perhaps received less attention, but is no less promising, is the application of functional imaging to the prediction or measurement of radiation adverse effects in normal tissues. In this manuscript, we review the current published literature describing the use of positron emission tomography (PET), four-dimensional computed tomography (4D-CT), single photon emission computed tomography (SPECT) and magnetic resonance imaging (MRI) to study normal tissue function in the context of radiotherapy to the lung, liver and head & neck. Published results to date demonstrate that functional imaging can be used to preferentially avoid normal tissues not easily identifiable on solely anatomical images. It is also a potentially very powerful tool for the early detection of radiotherapy-induced normal tissue adverse effects and could provide valuable data for building predictive models of outcome. However, one of the major challenges to building useful predictive models is that, to date, there are very little data available with combined images of normal function, 3D delivered radiation dose and clinical outcomes. Prospective data collection through well-constructed studies which use established morbidity scores is clearly a priority if significant progress is to be made in this area.
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Affiliation(s)
- Mike Partridge
- Joint Department of Physics, The Royal Mardsen NHS Foundation Trust & The Institute of Cancer Research, Sutton, UK.
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18
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Jeraj R, Cao Y, Ten Haken RK, Hahn C, Marks L. Imaging for assessment of radiation-induced normal tissue effects. Int J Radiat Oncol Biol Phys 2010; 76:S140-4. [PMID: 20171509 PMCID: PMC2843154 DOI: 10.1016/j.ijrobp.2009.08.077] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2009] [Revised: 08/10/2009] [Accepted: 08/13/2009] [Indexed: 01/08/2023]
Abstract
Imaging can provide quantitative assessment of radiation-induced normal tissue effects. Identifying an early sign of normal tissue damage with imaging would have the potential to predict organ dysfunction, thereby allowing reoptimization of treatment strategies based on individual patients' risks and benefits. Early detection with noninvasive imaging may enable interventions to mitigate therapy-associated injury before its clinical manifestation. Furthermore, successive imaging may provide an objective assessment of the impact of such mitigation therapies. However, many problems make application of imaging to normal tissue assessment challenging, and further work is required to establish imaging biomarkers as surrogate endpoints of clinical outcome. The performance of clinical trials in which normal tissue injury is a clearly defined endpoint would greatly aid in realization of these goals.
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Affiliation(s)
- Robert Jeraj
- Department of Medical Physics, University of Wisconsin, Madison, WI 53705, USA.
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19
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Ask A, Björk-Eriksson T, Zackrisson B, Blomquist E, Glimelius B. The potential of proton beam radiation therapy in head and neck cancer. Acta Oncol 2009; 44:876-80. [PMID: 16332595 DOI: 10.1080/02841860500355991] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
A group of Swedish oncologists and hospital physicists have estimated the number of patients in Sweden suitable for proton beam therapy. The estimations have been based on current statistics of tumour incidence, number of patients potentially eligible for radiation treatment, scientific support from clinical trials and model dose planning studies and knowledge of the dose-response relations of different tumours and normal tissues. In head and neck cancer, including thyroid cancer, it is assessed that at least 300 patients annually will gain sufficiently from proton beam therapy, both to improve tumour control and to decrease toxicity to compensate for the increased treatment costs using protons.
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Affiliation(s)
- Anders Ask
- Department of Oncology, University Hospital, Lund, Sweden.
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20
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Juan CJ, Chen CY, Jen YM, Liu HS, Liu YJ, Hsueh CJ, Wang CY, Chou YC, Chai YT, Huang GS, Chung HW. Perfusion characteristics of late radiation injury of parotid glands: quantitative evaluation with dynamic contrast-enhanced MRI. Eur Radiol 2008; 19:94-102. [PMID: 18661135 DOI: 10.1007/s00330-008-1104-9] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2007] [Revised: 05/28/2008] [Accepted: 06/05/2008] [Indexed: 10/21/2022]
Abstract
We aimed to quantitatively investigate the alteration of parotid perfusion after irradiation using dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) based on a two-compartment tracer kinetic model. This study enrolled 19 patients (53.2 +/- 14.9 years) treated by head and neck radiotherapy and 19 age-relevant and sex-matched subjects as a control group. Perfusion parameters (K ( el ), k (21) and A) of parotid glands were analyzed based on the Brix model from T1-weighted DCE-MRI. Suitability of the Brix model was evaluated via Monte Carlo simulation for the goodness-of-fit. Analysis of nonlinear goodness-of-fit showed that the Brix model is appropriate in evaluating the parotid perfusion (R(2) = 0.938 +/- 0.050). The irradiated parotid glands showed significantly lower K ( el ) (P < 0.0005) and k (21) (P < 0.05) and consequently significantly higher value of peak enhancement (P < 0.0005) and time-to-peak (P < 0.0005) compared with non-irradiated ones, suggestive of gradual and prolonged accumulation and delayed wash-out of contrast agent due to increased extracellular extravascular space and decreased vascular permeability in the irradiated glands. Linear regression analysis showed dose-dependent perfusion changes of the irradiated parotid glands. We conclude that quantitative DCE-MRI is a potential tool in investigating parotid gland perfusion changes after radiotherapy.
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Affiliation(s)
- Chun-Jung Juan
- Department of Radiology, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan, Republic of China
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Evans ES, Hahn CA, Kocak Z, Zhou SM, Marks LB. The Role of Functional Imaging in the Diagnosis and Management of Late Normal Tissue Injury. Semin Radiat Oncol 2007; 17:72-80. [PMID: 17395037 DOI: 10.1016/j.semradonc.2006.11.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Normal tissue injury after radiation therapy (RT) can be defined based on either clinical symptoms or laboratory/radiologic tests. In the research setting, functional imaging (eg, single-photon emission computed tomography [SPECT], positron-emission tomography [PET], and magnetic resonance imaging [MRI]) is useful because it provides objective quantitative data such as metabolic activity, perfusion, and soft-tissue contrast within tissues and organs. For RT-induced lung, heart, and parotid gland injury, pre- and post-RT SPECT images can be compared with the dose- and volume-dependent nature of regional injury. In the brain, SPECT can detect changes in perfusion and blood flow post-RT, and PET can detect metabolic changes, particularly to regions of the brain that have received doses above 40 to 50 Gy. On MRI, changes in contrast-enhanced images, T(1) and T(2) relaxation times, and pulmonary vascular resistance at different intervals pre- and post-RT show its ability to detect and distinguish different phases of radiation pneumonitis. Similarly, conventional and diffusion-weighted MRI can be used to differentiate between normal tissue edema, necrosis, and tumor in the irradiated brain, and magnetic resonance spectroscopy can measure changes in compounds, indicative of membrane and neuron disruption. The use of functional imaging is a powerful tool for early detection of RT-induced normal tissue injury, which may be related to long-term clinically significant injury.
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Affiliation(s)
- Elizabeth S Evans
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA
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Bialek EJ, Jakubowski W, Zajkowski P, Szopinski KT, Osmolski A. US of the major salivary glands: anatomy and spatial relationships, pathologic conditions, and pitfalls. Radiographics 2006; 26:745-63. [PMID: 16702452 DOI: 10.1148/rg.263055024] [Citation(s) in RCA: 158] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Ultrasonography (US) is useful for differential diagnosis of diseases of the salivary glands. In acute inflammation, salivary glands are enlarged and hypoechoic with increased blood flow; they may contain multiple small, oval, hypoechoic areas. In chronic inflammation, salivary glands are normal sized or smaller, hypoechoic, and inhomogeneous. Sialolithiasis appears as markedly hyperechoic lines or points with distal acoustic shadowing. Sialosis appears as enlarged hyperechoic glands without focal lesions or increased blood flow. The US features of advanced Sjögren syndrome include inhomogeneous salivary glands with scattered small, oval, hypoechoic or anechoic areas, usually well defined, and increased parenchymal blood flow. Pleomorphic adenomas are usually hypoechoic, well-defined, lobulated lesions with posterior acoustic enhancement that may contain calcifications; Warthin tumors are usually oval, hypoechoic, well-defined lesions that often contain anechoic areas and are often hypervascularized. Malignant neoplasms of the salivary glands may have irregular shapes, irregular borders, blurred margins, and a hypoechoic inhomogeneous structure or may have a benign appearance. Salivary gland cysts have well-defined margins, anechoic contents, posterior acoustic enhancement, and no internal blood flow. However, US appearances of some diseases may overlap, thus producing diagnostic pitfalls.
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Affiliation(s)
- Ewa J Bialek
- Department of Diagnostic Imaging, Second Faculty of Medicine, Medical University of Warsaw, ul. Kondratowicza 8, 03-242 Warsaw, Poland.
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Krause M, Zips D, Thames HD, Kummermehr J, Baumann M. Preclinical evaluation of molecular-targeted anticancer agents for radiotherapy. Radiother Oncol 2006; 80:112-22. [PMID: 16916560 DOI: 10.1016/j.radonc.2006.07.017] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2006] [Accepted: 07/19/2006] [Indexed: 12/24/2022]
Abstract
The combination of molecular-targeted agents with irradiation is a highly promising avenue for cancer research and patient care. Molecular-targeted agents are in themselves not curative in solid tumours, whereas radiotherapy is highly efficient in eradicating tumour stem cells. Recurrences after high-dose radiotherapy are caused by only one or few surviving tumour stem cells. Thus, even if a novel agent has the potential to kill only few tumour stem cells, or if it interferes in mechanisms of radioresistance of tumours, combination with radiotherapy may lead to an important improvement in local tumour control and survival. To evaluate the effects of novel agents combined with radiotherapy, it is therefore necessary to use experimental endpoints which reflect the killing of tumour stem cells, in particular tumour control assays. Such endpoints often do not correlate with volume-based parameters of tumour response such as tumour regression and growth delay. This calls for radiotherapy specific research strategies in the preclinical testing of novel anti-cancer drugs, which in many aspects are different from research approaches for medical oncology.
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Affiliation(s)
- Mechthild Krause
- Department of Radiation Oncology, Medical Faculty Carl Gustav Carus, University of Technology Dresden, Germany
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25
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Vanderstraeten B, Duthoy W, De Gersem W, De Neve W, Thierens H. [18F]fluoro-deoxy-glucose positron emission tomography ([18F]FDG-PET) voxel intensity-based intensity-modulated radiation therapy (IMRT) for head and neck cancer. Radiother Oncol 2006; 79:249-58. [PMID: 16564588 DOI: 10.1016/j.radonc.2006.03.003] [Citation(s) in RCA: 138] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2005] [Revised: 02/16/2006] [Accepted: 03/02/2006] [Indexed: 10/24/2022]
Abstract
BACKGROUND AND PURPOSE Focused dose escalation may improve local control in head and neck cancer. Planning results of [(18)F]fluoro-deoxy-glucose positron emission tomography ([(18)F]FDG-PET) voxel intensity-based intensity-modulated radiation therapy (IMRT) were compared with those of PET contour-based IMRT. PATIENTS AND METHODS PET contour-based IMRT aims to deliver a homogeneous boost dose to a PET-based subvolume of the planning target volume (PTV), called PTV(PET). The present PET voxel intensity-based planning study aims to prescribe the boost dose directly as a function of PET voxel intensity values, while leaving the dose distribution outside the PTV unchanged. Two escalation steps (2.5 and 3 Gy/fraction) were performed for 15 patients. RESULTS PTV(PET) was irradiated with a homogeneous dose in the contour-based approach. In the voxel intensity-based approach, one or more sharp dose peaks were created inside the PTV, following the distribution of PET voxel intensity values. CONCLUSIONS While PET voxel intensity-based IMRT had a large effect on the dose distribution within the PTV, only small effects were observed on the dose distribution outside this PTV and on the dose delivered to the organs at risk. Therefore both methods are alternatives for boosting subvolumes inside a selected PTV.
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Buus S, Grau C, Munk OL, Rodell A, Jensen K, Mouridsen K, Keiding S. Individual radiation response of parotid glands investigated by dynamic 11C-methionine PET. Radiother Oncol 2006; 78:262-9. [PMID: 16545879 DOI: 10.1016/j.radonc.2006.02.013] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2006] [Revised: 02/08/2006] [Accepted: 02/24/2006] [Indexed: 10/24/2022]
Abstract
BACKGROUND AND PURPOSE Previously, we showed that the net metabolic clearance of 11C-methionine of the parotid gland, K, calculated from dynamic 11C-methionine PET, can be used as a measure of parotid gland function. The aim of this study was to investigate by dynamic 11C-methionine PET the individual radiation dose response relationship of parotid glands in head and neck cancer patients. PATIENTS AND METHODS Twelve head and neck cancer patients were examined by dynamic 11C-methionine PET after radiotherapy. Parametric images of K were generated, co-registered and compared voxel-by-voxel with the 3D radiation dose plan within the parotid gland to assess the individual radiation dose-function relationship. RESULTS In each patient, voxel-values of K decreased with increasing radiation dose. Population based analysis showed a sigmoid dose response relationship of parotid gland, from which we estimated a threshold radiation dose of 16 Gy and a mean TD50 of 30 Gy. TD50 ranged from 7 to 50 Gy in the group of patients. CONCLUSIONS Individual radiation dose response of parotid glands can be measured by dynamic 11C-methionine PET. The dose response analysis revealed a sigmoid relationship, a threshold radiation dose of 16 Gy, and a mean TD50 of 30 Gy.
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Affiliation(s)
- Simon Buus
- PET Centre, Department of Oncology, Aarhus University Hospital, Aarhus, Denmark.
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Gregoire V. Is there any future in radiotherapy planning without the use of PET: unraveling the myth…. Radiother Oncol 2004; 73:261-3. [PMID: 15588868 DOI: 10.1016/j.radonc.2004.10.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2004] [Accepted: 10/13/2004] [Indexed: 10/26/2022]
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