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Lima H, Etchebehere M, Bogoni M, Torricelli C, Nogueira-Lima E, Deflon VM, Lima M, Etchebehere E. Theranostics Nuclear Medicine in Prostate Cancer. Pharmaceuticals (Basel) 2024; 17:1483. [PMID: 39598394 PMCID: PMC11597825 DOI: 10.3390/ph17111483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/15/2024] [Accepted: 10/15/2024] [Indexed: 11/29/2024] Open
Abstract
Theranostic Nuclear Medicine is based on the idea of combining the same molecule (or drug) with different radioisotopes for both diagnosis and treatment, a concept that emerged in the early 1940s with the use of radioactive iodine for thyroid diseases. Theranostic Nuclear Medicine has since expanded to diseases of higher incidence, such as prostate cancer, with several imaging methods used to assess the extent of the disease and the corresponding radiopharmaceuticals used for treatment. For example, by detecting osteoblastic metastases by bone scintigraphy, corresponding radiopharmaceuticals with therapeutic properties can be administered to eliminate or reduce pain associated with metastases and/or determine overall survival gain. The purpose of this review is to discuss the role of Theranostic Nuclear Medicine in prostate cancer, addressing the main diagnostic imaging studies with their corresponding treatments in the Theranostic model.
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Affiliation(s)
- Helena Lima
- Faculdade de Medicina, Pontifícia Universidade Católica de Campinas (PUCC), Campinas 13087-571, Brazil;
| | - Marina Etchebehere
- Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo 05652-000, Brazil;
| | - Mateos Bogoni
- Hospital Erasto Gaertner, Curitiba 81520-060, Brazil;
- Diagnóstico Avançado por Imagem (DAPI), Curitiba 80430-210, Brazil
| | - Caroline Torricelli
- Division of Nuclear Medicine, University of Campinas (UNICAMP), Campinas 13083-888, Brazil; (C.T.); (E.N.-L.); (M.L.)
| | - Ellen Nogueira-Lima
- Division of Nuclear Medicine, University of Campinas (UNICAMP), Campinas 13083-888, Brazil; (C.T.); (E.N.-L.); (M.L.)
| | - Victor M. Deflon
- São Carlos Institute of Chemistry, University of São Paulo (USP), São Carlos 13566-590, Brazil;
| | - Mariana Lima
- Division of Nuclear Medicine, University of Campinas (UNICAMP), Campinas 13083-888, Brazil; (C.T.); (E.N.-L.); (M.L.)
- Medicina Nuclear de Campinas (Grupo MND), Campinas 13020-432, Brazil
| | - Elba Etchebehere
- Division of Nuclear Medicine, University of Campinas (UNICAMP), Campinas 13083-888, Brazil; (C.T.); (E.N.-L.); (M.L.)
- Medicina Nuclear de Campinas (Grupo MND), Campinas 13020-432, Brazil
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Lindgren Belal S, Larsson M, Holm J, Buch-Olsen KM, Sörensen J, Bjartell A, Edenbrandt L, Trägårdh E. Automated quantification of PET/CT skeletal tumor burden in prostate cancer using artificial intelligence: The PET index. Eur J Nucl Med Mol Imaging 2023; 50:1510-1520. [PMID: 36650356 PMCID: PMC10027829 DOI: 10.1007/s00259-023-06108-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 01/05/2023] [Indexed: 01/19/2023]
Abstract
PURPOSE Consistent assessment of bone metastases is crucial for patient management and clinical trials in prostate cancer (PCa). We aimed to develop a fully automated convolutional neural network (CNN)-based model for calculating PET/CT skeletal tumor burden in patients with PCa. METHODS A total of 168 patients from three centers were divided into training, validation, and test groups. Manual annotations of skeletal lesions in [18F]fluoride PET/CT scans were used to train a CNN. The AI model was evaluated in 26 patients and compared to segmentations by physicians and to a SUV 15 threshold. PET index representing the percentage of skeletal volume taken up by lesions was estimated. RESULTS There was no case in which all readers agreed on prevalence of lesions that the AI model failed to detect. PET index by the AI model correlated moderately strong to physician PET index (mean r = 0.69). Threshold PET index correlated fairly with physician PET index (mean r = 0.49). The sensitivity for lesion detection was 65-76% for AI, 68-91% for physicians, and 44-51% for threshold depending on which physician was considered reference. CONCLUSION It was possible to develop an AI-based model for automated assessment of PET/CT skeletal tumor burden. The model's performance was superior to using a threshold and provides fully automated calculation of whole-body skeletal tumor burden. It could be further developed to apply to different radiotracers. Objective scan evaluation is a first step toward developing a PET/CT imaging biomarker for PCa skeletal metastases.
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Affiliation(s)
- Sarah Lindgren Belal
- Division of Nuclear Medicine, Department of Translational Medicine, Lund University, Malmö, Sweden.
- Department of Surgery, Skåne University Hospital, Malmö, Sweden.
- Wallenberg Center for Molecular Medicine, Lund University, Malmö, Sweden.
| | | | - Jorun Holm
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | | | - Jens Sörensen
- Division of Radiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Anders Bjartell
- Division of Urological Cancer, Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Lars Edenbrandt
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Elin Trägårdh
- Division of Nuclear Medicine, Department of Translational Medicine, Lund University, Malmö, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Malmö, Sweden
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Oya T, Ichikawa Y, Nakamura S, Tomita Y, Sasaki T, Inoue T, Sakuma H. Quantitative assessment of 99mTc-methylene diphosphonate bone SPECT/CT for assessing bone metastatic burden and its prognostic value in patients with castration-resistant prostate cancers: initial results in a single-center retrospective study. Ann Nucl Med 2023; 37:360-370. [PMID: 36947324 DOI: 10.1007/s12149-023-01833-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 03/13/2023] [Indexed: 03/23/2023]
Abstract
PURPOSE To evaluate the prognostic value of the quantitative assessment of 99mTc-methylene diphosphonate (99mTc-MDP) bone SPECT/CT in castration-resistant prostate cancer (CRPC) patients with bone metastases. METHODS A total of 103 patients who underwent 99mTc-MDP bone SPECT/CT imaging from the neck to the proximal femur were included. First, in 65 patients without bone metastases, the normal range of standardized uptake value (SUV) of non-pathological bone was evaluated to determine an SUV threshold to reliably exclude most normal osseous activity. Then, in 38 CRPC patients with bone metastases, lesion uptake volume (LUV), which is the extracted volume of bone metastases exhibiting high accumulation above the SUV threshold, was calculated. The relation between LUV and prostate-related mortality was statistically evaluated. RESULTS Based on the SUV measurements of non-pathological bones, the optimal SUV threshold, which defines abnormal bone SPECT uptake, was determined to be 8. Median LUV was 39 mL (interquartile range 4.0-104.3 mL) in the CRPC subjects with bone metastases. Kaplan-Meier survival analysis showed a significant relation between prostate cancer-specific survival and LUV (cut-off value, 19.95 mL; P = 0.001). Multivariate analysis revealed LUV as an independent prognostic factor for the survival (P = 0.008, hazard ratio 23.424). Global chi-square test showed that LUV had significant incremental prognostic value in addition to prostate-specific antigen and the interval from progression to CRPC until bone SPECT/CT (P = 0.022). CONCLUSION Quantitative assessment of 99mTc-MDP bone SPECT images can provide valuable prognostic information in CRPC patients with bone metastases.
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Affiliation(s)
- Takashi Oya
- Department of Radiology, Mie University Hospital, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Yasutaka Ichikawa
- Department of Radiology, Mie University Hospital, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan.
| | - Satsohi Nakamura
- Department of Radiology, Mie University Hospital, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Yoya Tomita
- Department of Radiology, Mie University Hospital, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Takeshi Sasaki
- Department of Nephro-Urologic Surgery and Andrology, Mie University Graduate School of Medicine, Tsu, Mie, 514-8507, Japan
| | - Takahiro Inoue
- Department of Nephro-Urologic Surgery and Andrology, Mie University Graduate School of Medicine, Tsu, Mie, 514-8507, Japan
| | - Hajime Sakuma
- Department of Radiology, Mie University Hospital, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
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Schott B, Weisman AJ, Perk TG, Roth AR, Liu G, Jeraj R. Comparison of automated full-body bone metastases delineation methods and their corresponding prognostic power. Phys Med Biol 2023; 68. [PMID: 36580684 DOI: 10.1088/1361-6560/acaf22] [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: 08/11/2022] [Accepted: 12/29/2022] [Indexed: 12/30/2022]
Abstract
Objective.Manual disease delineation in full-body imaging of patients with multiple metastases is often impractical due to high disease burden. However, this is a clinically relevant task as quantitative image techniques assessing individual metastases, while limited, have been shown to be predictive of treatment outcome. The goal of this work was to evaluate the efficacy of deep learning-based methods for full-body delineation of skeletal metastases and to compare their performance to existing methods in terms of disease delineation accuracy and prognostic power.Approach.1833 suspicious lesions on 3718F-NaF PET/CT scans of patients with metastatic castration-resistant prostate cancer (mCRPC) were contoured and classified as malignant, equivocal, or benign by a nuclear medicine physician. Two convolutional neural network (CNN) architectures (DeepMedic and nnUNet)were trained to delineate malignant disease regions with and without three-model ensembling. Malignant disease contours using previously established methods were obtained. The performance of each method was assessed in terms of four different tasks: (1) detection, (2) segmentation, (3) PET SUV metric correlations with physician-based data, and (4) prognostic power of progression-free survival.Main Results.The nnUnet three-model ensemble achieved superior detection performance with a mean (+/- standard deviation) sensitivity of 82.9±ccc 0.1% at the selected operating point. The nnUnet single and three-model ensemble achieved comparable segmentation performance with a mean Dice coefficient of 0.80±0.12 and 0.79±0.12, respectively, both outperforming other methods. The nnUNet ensemble achieved comparable or superior SUV metric correlation performance to gold-standard data. Despite superior disease delineation performance, the nnUNet methods did not display superior prognostic power over other methods.Significance.This work showed that CNN-based (nnUNet) methods are superior to the non-CNN methods for mCRPC disease delineation in full-body18F-NaF PET/CT. The CNN-based methods, however, do not hold greater prognostic power for predicting clinical outcome. This merits more investigation on the optimal selection of delineation methods for specific clinical tasks.
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Affiliation(s)
- Brayden Schott
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Amy J Weisman
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States of America.,AIQ Solutions, Madison, WI, United States of America
| | - Timothy G Perk
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States of America.,AIQ Solutions, Madison, WI, United States of America
| | - Alison R Roth
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Glenn Liu
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Robert Jeraj
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States of America.,Faculty of Mathematics and Physics, University of Ljubljana, Ljubljana, Slovenia
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Kairemo K, Kangasmäki A, Kappadath SC, Joensuu T, Macapinlac HA. A Retrospective Comparative Study of Sodium Fluoride Na 18F-PET/CT and 68Ga-PSMA-11 PET/CT in the Bone Metastases of Prostate Cancer Using a Volumetric 3-D Radiomic Analysis. Life (Basel) 2022; 12:1977. [PMID: 36556342 PMCID: PMC9788581 DOI: 10.3390/life12121977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/18/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
Bone is the most common metastatic site in prostate cancer (PCa). 68Ga-PSMA-11 (or gozetotide) and sodium fluoride-18 (Na18F) are rather new radiopharmaceuticals for assessing PCa-associated bone metastases. Gozetotide uptake reflects cell membrane enzyme activity and the sodium fluoride uptake measures bone mineralization in advanced PCa. Here, we aim to characterize this difference and possibly provide a new method for patient selection in targeted therapies. Methods: The study consisted of 14 patients with advanced PCa (M group > 5 lesions), who had had routine PET/CT both with PSMA and NaF over consecutive days, and 12 PCa patients with no skeletal metastases (N). The bone regions in CT were used to coregister the two PET/CT scans. The whole skeleton volume(s) of interest (VOIs) were defined using the CT component of PET (HU > 150); similarly, the sclerotic/dense bone was defined as HU > 600. Additional VOIs were defined for PET, with pathological threshold values for PSMA (SUV > 3.0) and NaF (SUV > 10). Besides the pathological bone volumes measured with each technique (CT, NaF, and PSMA-PET) and their contemporaneous combinations, overlapping VOIs with the CT-based skeletal and sclerotic volumes were also recorded. Additionally, thresholds of 4.0, 6.0, and 10.0 were tested for SUVPSMA. Results: In group M, the skeletal VOI volumes were 8.77 ± 1.80 L, and the sclerotic bone volumes were 1.32 ± 0.50 L; in contrast, in group N, they were 8.73 ± 1.43 L (skeletal) and 1.23 ± 0.28 L (sclerosis). The total enzyme activity for PSMA was 2.21 ± 5.15 in the M group and 0.078 ± 0.053 in the N group (p < 0.0002). The total bone demineralization activity for NaF varied from 4.31 ± 6.17 in the M group and 0.24 ± 0.56 in group N (p < 0.0002). The pathological PSMA volume represented 0.44−132% of the sclerotic bone volume in group M and 0.55−2.3% in group N. The pathological NaF volume in those patients with multiple metastases represented 0.27−68% of the sclerotic bone volume, and in the control group, only 0.00−6.5% of the sclerotic bone volume (p < 0.0003). Conclusions: These results confirm our earlier findings that CT alone does not suit the evaluation of the extent of active skeletal metastases in PCa. PSMA and NaF images give complementary information about the extent of the active skeletal disease, which has a clinical impact and may change its management. The PSMA and NaF absolute volumes could be used for planning targeted therapies. A cut-off value 3.0 for SUVPSMA given here is the best correlation in the presentation of active metastatic skeletal disease.
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Affiliation(s)
- Kalevi Kairemo
- Department of Theragnostics, Docrates Cancer Center, 00180 Helsinki, Finland
- Department of Nuclear Medicine, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Aki Kangasmäki
- Department of Medical Physics, Docrates Cancer Center, 00180 Helsinki, Finland
| | | | - Timo Joensuu
- Department of Medical Oncology and Radiotherapy, Docrates Cancer Center, 00180 Helsinki, Finland
| | - Homer A. Macapinlac
- Department of Nuclear Medicine, MD Anderson Cancer Center, Houston, TX 77030, USA
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Anderson PM, Subbiah V, Trucco MM. Current and future targeted alpha particle therapies for osteosarcoma: Radium-223, actinium-225, and thorium-227. Front Med (Lausanne) 2022; 9:1030094. [PMID: 36457575 PMCID: PMC9705365 DOI: 10.3389/fmed.2022.1030094] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 10/07/2022] [Indexed: 07/30/2023] Open
Abstract
Osteosarcoma is a high-grade sarcoma characterized by osteoid formation, nearly universal expression of IGF1R and with a subset expressing HER-2. These qualities provide opportunities for the use of the alpha particle-emitting isotopes to provide targeted radiation therapy via alpha particles precisely to bone-forming tumors in addition to IFG1R or Her-2 expressing metastases. This review will detail experience using the alpha emitter radium-223 (223Ra, tradename Xofigo), that targets bone formation, in osteosarcoma, specifically related to patient selection, use of gemcitabine for radio-sensitization, and using denosumab to increasing the osteoblastic phenotype of these cancers. A case of an inoperable left upper lobe vertebral-paraspinal-mediastinal osteoblastic lesion treated successfully with 223Ra combined with gemcitabine is described. Because not all areas of osteosarcoma lesions are osteoblastic, but nearly all osteosarcoma cells overexpress IGF1R, and some subsets expressing Her-2, the anti-IGF1R antibody FPI-1434 linked to actinium-225 (225Ac) or the Her-2 antibody linked to thorium-227 (227Th) may become other means to provide targeted alpha particle therapy against osteosarcoma (NCT03746431 and NCT04147819).
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Affiliation(s)
- Peter M. Anderson
- Department of Pediatric Hematology, Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s Hospital, Pediatric Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Vivek Subbiah
- Investigational Cancer Therapeutics, Cancer Medicine, Clinical Center for Targeted Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Division of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Matteo M. Trucco
- Department of Pediatric Hematology, Oncology and Bone Marrow Transplant, Cleveland Clinic Children’s Hospital, Pediatric Institute, Cleveland Clinic, Cleveland, OH, United States
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Kairemo K, Macapinlac HA. Oncology, bone metastases. Nucl Med Mol Imaging 2022. [DOI: 10.1016/b978-0-12-822960-6.00032-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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Paravastu SS, Hasani N, Farhadi F, Collins MT, Edenbrandt L, Summers RM, Saboury B. Applications of Artificial Intelligence in 18F-Sodium Fluoride Positron Emission Tomography/Computed Tomography:: Current State and Future Directions. PET Clin 2021; 17:115-135. [PMID: 34809861 DOI: 10.1016/j.cpet.2021.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
This review discusses the current state of artificial intelligence (AI) in 18F-NaF-PET/CT imaging and the potential applications to come in diagnosis, prognostication, and improvement of care in patients with bone diseases, with emphasis on the role of AI algorithms in CT bone segmentation, relying on their prevalence in medical imaging and utility in the extraction of spatial information in combined PET/CT studies.
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Affiliation(s)
- Sriram S Paravastu
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health (NIH), 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; Skeletal Disorders and Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research, National Institutes of Health (NIH), 30 Convent Dr., Building 30, Room 228 MSC 4320, Bethesda, MD 20892, USA
| | - Navid Hasani
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health (NIH), 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; University of Queensland Faculty of Medicine, Ochsner Clinical School, New Orleans, LA 70121, USA
| | - Faraz Farhadi
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health (NIH), 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Michael T Collins
- Skeletal Disorders and Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research, National Institutes of Health (NIH), 30 Convent Dr., Building 30, Room 228 MSC 4320, Bethesda, MD 20892, USA
| | - Lars Edenbrandt
- Department of Clinical Physiology, Sahlgrenska University Hospital, Göteborg, Sweden
| | - Ronald M Summers
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health (NIH), 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA
| | - Babak Saboury
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health (NIH), 9000 Rockville Pike, Building 10, Room 1C455, Bethesda, MD 20892, USA; Department of Computer Science and Electrical Engineering, University of Maryland- Baltimore County, Baltimore, MD, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Gomes Marin JF, Duarte PS, Ordones MB, Sado HN, Sapienza MT, Buchpiguel CA. Whole Skeletal Mean SUV Measured on 18F-NaF PET/CT Studies as a Prognostic Indicator in Patients with Bone Metastatic Breast Cancer. J Nucl Med Technol 2021; 50:jnmt.121.262907. [PMID: 34750238 DOI: 10.2967/jnmt.121.262907] [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: 08/18/2021] [Accepted: 10/05/2021] [Indexed: 11/16/2022] Open
Abstract
In this work we assessed the association between the whole skeletal mean standardized uptake value (SUV) measured on 18F-NaF PET/CT studies and the overall survival (OS) of bone metastatic breast cancer patients. Methods: We retrospectively analyzed 176 patients with breast cancer and bone metastatic disease who performed 18F-NaF PET/CT studies. The outcomes of the patients (dead or alive) were established based on the last information available on their files. The mean and maximum SUVs were measured in a whole skeletal volume of interest (wsVOI). The wsVOI was defined based on the CT component of the PET/CT study using Hounsfield Units thresholds. The wsVOI was then applied on the 18F-NaF PET image. Univariate analyses were performed to assess the association of the SUVs with OS. We also analyzed the association of the age of the patients, the presence of visceral metastatic disease, histological subtypes, presence of hormone receptors, human epidermal growth factor receptor 2 expression and the creatinine, CA15-3 and alkaline phosphatase (ALP) levels with OS. The variables statistically significant in the univariate analyses were included in a multivariate cox regression survival analysis. Results: In the univariate analyses there were associations of the mean and maximum whole skeletal SUVs, estrogen receptor status and the CA15-3 and ALP levels with OS. In the multivariate analysis, all the variables that were statistically significant in the univariate analysis but the CA15-3 were associated with OS. Conclusion: In patients with bone metastatic breast cancer, the whole skeletal mean SUV is an independent predictor of overall survival.
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van der Bruggen W, Vriens D, Meier ME, Smit F, Winter EM, de Geus-Oei LF, Appelman-Dijkstra NM. Denosumab Reduces Lesional Fluoride Skeletal Burden on Na[18F]F PET-CT in Patients With Fibrous Dysplasia/McCune-Albright Syndrome. J Clin Endocrinol Metab 2021; 106:e2980-e2994. [PMID: 33788944 PMCID: PMC8277209 DOI: 10.1210/clinem/dgab212] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Indexed: 01/25/2023]
Abstract
CONTEXT The correlation between fibrous dysplasia/McCune-Albright syndrome (FD/MAS) skeletal disease burden on Na[18F]F positron emission tomography-computed tomography (PET-CT) and serum bone turnover markers (BTMs) was recently described. The effect of treatment on lesional fluoride burden in FD/MAS is unknown. OBJECTIVE To investigate treatment response measurements in patients with FD/MAS who underwent Na[18F]F-PET-CT and treatment with antiresorptives. METHODS Observational case series at an academic center of expertise for rare bone diseases. Fifteen consecutive patients were observed with FD/MAS with baseline and follow-up Na[18F]F-PET-CT parameters of healthy bone and FD lesions, BTMs, and pain scores at start of denosumab (n = 8) treatment and non-denosumab patients (n = 7). On Na[18F]F-PET-CT the volumetric measures of FD burden (fluoride tumor volume [FTV]) and "fraction affected skeleton" (FAS) represented the portion of the skeleton affected. This was correlated with BTMs and pain. RESULTS Disease activity decreased significantly, with FTV 361 cm3 to 97 cm3 (P = .018) in denosumab-treated patients, but not in non-denosumab patients (P = .249). Serum P1NP and alkaline phosphatase (ALP) decreased significantly: 82 ng/mL vs 55 ng/mL (P = .023) and 119 IU/L vs 84 IU/L (P = .020), respectively. In denosumab-treated patients pain scores improved leading to pain medication reduction. This correlated with lesional uptake, but healthy bone activity did not change. BTMs and FTV correlated positively (P1NP r = 0.730, P < .001; and ALP r = 0.406, P = .006), as did change in BTMs and FTV: P1NP (P = 0.032) and ALP (P = 0.024). FAS strongly correlated with treatment-induced decrease in ALP (P = .027) and P1NP (P = .009). CONCLUSION Na[18F]F-PET-CT captured treatment-induced lesional changes which correlated with BTMs and pain reduction. Therefore Na[18F]F-PET-CT can be used as an objective local parameter of response to denosumab treatment in FD/MAS.
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Affiliation(s)
- Wouter van der Bruggen
- Section of Nuclear Medicine, Department of Radiology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
- Department of Nuclear Medicine, Slingeland Hospital, Doetinchem, The Netherlands
- Correspondence: Wouter van der Bruggen, MD, Nucleaire Geneeskunde, recptie C2-P, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands.
| | - Dennis Vriens
- Section of Nuclear Medicine, Department of Radiology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Maartje E Meier
- Center for Bone Quality, Dept. of Internal Medicine, Division of Endocrinology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
- Department of Orthopedic Surgery, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Frits Smit
- Section of Nuclear Medicine, Department of Radiology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
- Department of Nuclear Medicine, Alrijne Hospital, Leiderdorp, The Netherlands
| | - Elizabeth M Winter
- Center for Bone Quality, Dept. of Internal Medicine, Division of Endocrinology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Lioe-Fee de Geus-Oei
- Section of Nuclear Medicine, Department of Radiology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
- Biomedical Photonic Imaging Group, University of Twente, Enschede, The Netherlands
| | - Natasha M Appelman-Dijkstra
- Center for Bone Quality, Dept. of Internal Medicine, Division of Endocrinology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
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18F-Sodium Fluoride PET as a Diagnostic Modality for Metabolic, Autoimmune, and Osteogenic Bone Disorders: Cellular Mechanisms and Clinical Applications. Int J Mol Sci 2021; 22:ijms22126504. [PMID: 34204387 PMCID: PMC8234710 DOI: 10.3390/ijms22126504] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 06/13/2021] [Accepted: 06/13/2021] [Indexed: 01/31/2023] Open
Abstract
In a healthy body, homeostatic actions of osteoclasts and osteoblasts maintain the integrity of the skeletal system. When cellular activities of osteoclasts and osteoblasts become abnormal, pathological bone conditions, such as osteoporosis, can occur. Traditional imaging modalities, such as radiographs, are insensitive to the early cellular changes that precede gross pathological findings, often leading to delayed disease diagnoses and suboptimal therapeutic strategies. 18F-sodium fluoride (18F-NaF)-positron emission tomography (PET) is an emerging imaging modality with the potential for early diagnosis and monitoring of bone diseases through the detection of subtle metabolic changes. Specifically, the dissociated 18F- is incorporated into hydroxyapatite, and its uptake reflects osteoblastic activity and bone perfusion, allowing for the quantification of bone turnover. While 18F-NaF-PET has traditionally been used to detect metastatic bone disease, recent literature corroborates the use of 18F-NaF-PET in benign osseous conditions as well. In this review, we discuss the cellular mechanisms of 18F-NaF-PET and examine recent findings on its clinical application in diverse metabolic, autoimmune, and osteogenic bone disorders.
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Klain M, Gaudieri V, Petretta M, Zampella E, Storto G, Nappi C, Buonerba C, Crocetto F, Gallicchio R, Volpe F, Pace L, Schlumberger M, Cuocolo A. Combined bone scintigraphy and fluorocholine PET/computed tomography predicts response to radium-223 therapy in patients with prostate cancer. Future Sci OA 2021; 7:FSO719. [PMID: 34295537 PMCID: PMC8288237 DOI: 10.2144/fsoa-2021-0053] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 05/07/2021] [Indexed: 11/23/2022] Open
Abstract
Aim To assess the value of bone scintigraphy and 18F-fluorocholine PET/computed tomography (CT) in predicting outcome in patients with prostate cancer and bone metastases treated with 223radium. Materials & methods Retrospective analysis of 48 patients that underwent 223radium therapy. End points were pain relief and overall survival. Results After therapy, pain relief was observed in 27 patients. Patients without pain relief had more bone lesions at PET/CT than at bone scintigraphy (pretherapy imaging mismatch). In 39 patients who completed treatment protocol, post-therapy alkaline phosphatase and pretherapy imaging mismatch were independent predictors of poor overall survival. Conclusion Patients with more lesions at 18F-fluorocholine PET/CT than at bone scintigraphy had a poor prognosis. The combined imaging approach could be useful to predict outcome after 223radium therapy.
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Affiliation(s)
- Michele Klain
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Valeria Gaudieri
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | | | - Emilia Zampella
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Giovanni Storto
- Nuclear Medicine Unit, IRCCS, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Carmela Nappi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Carlo Buonerba
- Department of Oncology & Hematology, Regional Reference Center for Rare Tumors, AOU Federico II of Naples, Naples, Italy
| | - Felice Crocetto
- Department of Neurosciences, Human Reproduction & Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Rosj Gallicchio
- Nuclear Medicine Unit, IRCCS, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Fabio Volpe
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Leonardo Pace
- Department of Medicine, Surgery & Dentistry, University of Salerno, Salerno, Italy
| | - Martin Schlumberger
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Alberto Cuocolo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
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14
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Whole-Body [ 18F]-Fluoride PET SUV Imaging to Monitor Response to Dasatinib Therapy in Castration-Resistant Prostate Cancer Bone Metastases: Secondary Results from ACRIN 6687. ACTA ACUST UNITED AC 2021; 7:139-153. [PMID: 33923126 PMCID: PMC8167705 DOI: 10.3390/tomography7020013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/12/2021] [Accepted: 04/22/2021] [Indexed: 11/16/2022]
Abstract
ACRIN 6687, a multi-center clinical trial evaluating differential response of bone metastases to dasatinib in men with metastatic castration-resistant prostate cancer (mCRPC), used [18F]-fluoride (NaF) PET imaging. We extend previous ACRIN 6687 dynamic imaging results by examining NaF whole-body (WB) static SUV PET scans acquired after dynamic scanning. Eighteen patients underwent WB NaF imaging prior to and 12 weeks into dasatinib treatment. Regional VOI analysis of the most NaF avid bone metastases and an automated whole-body method using Quantitative Total Bone Imaging software (QTBI; AIQ Solutions, Inc., Madison, WI, USA) were used. We assessed differences in tumor and normal bone, between pre- and on-treatment dasatinib, and evaluated parameters in association with PFS and OS. Significant decrease in average SUVmax and average SUVpeak occurred in response to dasatinib. Univariate and multivariate analysis showed NaF uptake had significant association with PFS. Pharmacodynamic changes with dasatinib in tumor bone can be identified by WB NaF PET in men with mCRPC. WB PET has the benefit of examining the entire body and is less complicated than single FOV dynamic imaging.
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15
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Burden of metastatic bone disease measured on 18F-NaF PET/computed tomography studies as a prognostic indicator in patients with medullary thyroid cancer. Nucl Med Commun 2021; 41:469-476. [PMID: 32187160 DOI: 10.1097/mnm.0000000000001175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE The aim of the study was to assess the association between the burden of metastatic bone disease measured on F-NaF PET/computed tomography (CT) studies and the overall survival (OS) of patients with medullary thyroid cancer (MTC). METHODS We retrospectively analyzed 31 patients with MTC who performed 18F-NaF PET/CT studies to assess skeletal metastases. The outcomes of the patients (dead or alive) were established based on the last information available on their files. In the studies considered positives for skeletal metastases, the burden of metastatic bone disease was established calculating the fluoride tumor volume (FTV). The FTV was defined using isocontour thresholds based on percentages of maximal standardized uptake values (SUVmax) in the lesions. These percentages varied from lesion to lesion and were established by visual analysis. The patients were divided into three groups as follows: without skeletal metastases (n = 11), with low FTV (≤50 cm; n = 11) and with high FTV (>50cm; n = 9). The Kaplan-Meier curves were used to analyze the OS in the three groups of patients and the log-rank test was used to determine the statistical significance of the difference between the groups. RESULTS There were statistically significant differences in the OS between the group with high FTV and the groups of patients with low FTV (P = 0.036) and without skeletal metastases (P = 0.001). There was not a statistically significant difference between the groups of patients with low FTV and without skeletal metastases (P = 0.147). CONCLUSION In patients with MTC, the burden of metastatic bone disease is associated with OS.
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16
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Kairemo K, Kappadath SC, Joensuu T, Macapinlac HA. A Retrospective Comparative Study of Sodium Fluoride (NaF-18)-PET/CT and Fluorocholine (F-18-CH) PET/CT in the Evaluation of Skeletal Metastases in Metastatic Prostate Cancer Using a Volumetric 3-D Radiomics Analysis. Diagnostics (Basel) 2020; 11:diagnostics11010017. [PMID: 33374148 PMCID: PMC7824105 DOI: 10.3390/diagnostics11010017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 12/21/2020] [Indexed: 11/16/2022] Open
Abstract
Bone metastases are common in prostate cancer (PCa). Fluorocholine-18 (FCH) and sodium fluoride-18 (NaF) have been used to assess PCa associated skeletal disease in thousands of patients by demonstrating different mechanism of uptake-cell membrane (lipid) synthesis and bone mineralization. Here, this difference is characterized quantitatively in detail. Our study cohort consisted of 12 patients with advanced disease (> 5 lesions) (M) and of five PCa patients with no skeletal disease (N). They had routine PET/CT with FCH and NaF on consecutive days. Skeletal regions in CT were used to co-register the two PET/CT scans. Bone 3-D volume of interest (VOI) was defined on the CT of PET with a threshold of HU > 150, and sclerotic/dense bone as HU > 600, respectively. Additional VOIs were defined on PET uptake with the threshold values on both FCH (SUV > 3.5) and NaF (SUV > 10). The pathologic skeletal volumes for each technique (CT, HU > 600), NaF (SUV > 10) and FCH (SUV > 3.5) were developed and analyzed. The skeletal VOIs varied from 5.03 L to 7.31 L, whereas sclerotic bone VOIs were from 0.88 L to 2.99 L. Total choline kinase (cell membrane synthesis) activity for FCH (TCA) varied from 0.008 to 4.85 [kg] in M group and from 0.0006 to 0.085 [kg] in N group. Total accelerated osteoblastic (bone demineralization) activity for NaF (TBA varied from 0.25 to 13.6 [kg] in M group and varied from 0.000 to 1.09 [kg] in N group. The sclerotic bone volume represented only 1.86 ± 1.71% of the pathologic FCH volume and 4.07 ± 3.21% of the pathologic NaF volume in M group, and only 0.08 ± 0.09% and 0.18 ± 0.19% in N group, respectively. Our results suggest that CT alone cannot be used for the assessment of the extent of active metastatic skeletal disease in PCa. NaF and FCH give complementary information about the activity of the skeletal disease, improving diagnosis and disease staging.
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Affiliation(s)
- Kalevi Kairemo
- Department of Theragnostics, Docrates Cancer Center, 00180 Helsinki, Finland
- Department of Nuclear Medicine, MD Anderson Cancer Center, Houston, TX 77030, USA;
- Correspondence:
| | - S. Cheenu Kappadath
- Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Timo Joensuu
- Department of Medical Oncology and Radiotherapy, Docrates Cancer Center, 00180 Helsinki, Finland;
| | - Homer A. Macapinlac
- Department of Nuclear Medicine, MD Anderson Cancer Center, Houston, TX 77030, USA;
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17
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Evaluation of bone metastasis burden as an imaging biomarker by quantitative single-photon emission computed tomography/computed tomography for assessing prostate cancer with bone metastasis: a phantom and clinical study. Radiol Phys Technol 2020; 13:219-229. [PMID: 32535819 DOI: 10.1007/s12194-020-00571-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 06/06/2020] [Accepted: 06/08/2020] [Indexed: 12/21/2022]
Abstract
Metabolic bone volume (MBV), standardized uptake value (SUV), and total bone uptake (TBU) are new imaging biomarkers for quantitative bone single-photon emission computed tomography/computed tomography. The purpose of this study was to validate the quantitative accuracy and utility of MBV, SUVmean, and TBU for the assessment of bone metastases in prostate cancer. We used a bone-specific phantom with four hot spheres (φ = 13, 17, 22, 28 mm) filled with different Tc-99 m activities to simulate uptake ratios of 3 and 7, corresponding to normal and metastatic values. We calculated the error ratio (%Error) by comparing MBV, SUVmean, and TBU with true values for various parameters, including bone lesion size, uptake ratio, and SUV cut-off level. Differences for MBV, SUVmean, TBU, and bone scan index (BSI) were calculated to verify their utility in assessing bone metastases. Receiver-operating characteristic curve (ROC) analysis was performed to calculate the area under the curve (AUC) for each biomarker. MBV, SUVmean, and TBU were affected by lesion size, uptake ratio, and SUV cut-off level; however, TBU demonstrated the most stable %Error. The TBU %Error was within 15% in spheres 17 mm or larger when the SUV cut-off level was 7, regardless of the uptake ratio. The ROC analyses revealed the AUCs of BSI (0.977) and TBU (0.968). Additionally, TBU was able to assess bone metastasis when BSI provided false-negative results, but TBU also provided false-positive results by degenerative changes. The synergy between TBU and BSI could potentially improve diagnostic accuracy.
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18
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Zirakchian Zadeh M, Østergaard B, Raynor WY, Revheim ME, Seraj SM, Acosta-Montenegro O, Ayubcha C, Yellanki DP, Al-Zaghal A, Nielsen AL, Constantinescu CM, Gerke O, Werner TJ, Zhuang H, Abildgaard N, Høilund-Carlsen PF, Alavi A. Comparison of 18F-sodium fluoride uptake in the whole bone, pelvis, and femoral neck of multiple myeloma patients before and after high-dose therapy and conventional-dose chemotherapy. Eur J Nucl Med Mol Imaging 2020; 47:2846-2855. [DOI: 10.1007/s00259-020-04768-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 03/10/2020] [Indexed: 02/06/2023]
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19
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van der Bruggen W, de Geus-Oei LF, Appelman-Dijkstra NM, Vriens D. Considerations on bone volume normalization in quantifying skeletal burden in fibrous dysplasia using sodium fluoride PET/CT. Eur J Nucl Med Mol Imaging 2020; 47:1351-1352. [PMID: 32100058 DOI: 10.1007/s00259-020-04730-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 02/17/2020] [Indexed: 02/07/2023]
Affiliation(s)
- Wouter van der Bruggen
- Section of Nuclear Medicine, Dept. of Radiology, Leiden University Medical Center (LUMC), Leiden, the Netherlands. .,Dept. of Nuclear Medicine, Slingeland Hospital, Doetinchem, the Netherlands.
| | - Lioe-Fee de Geus-Oei
- Section of Nuclear Medicine, Dept. of Radiology, Leiden University Medical Center (LUMC), Leiden, the Netherlands.,Biomedical Photonic Imaging Group, University of Twente, Enschede, the Netherlands
| | - Natasha M Appelman-Dijkstra
- Center for Bone Quality, Dept. of Internal Medicine, Division of Endocrinology, Leiden University Medical Center (LUMC), Leiden, the Netherlands
| | - Dennis Vriens
- Section of Nuclear Medicine, Dept. of Radiology, Leiden University Medical Center (LUMC), Leiden, the Netherlands
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20
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Duarte PS, Sapienza MT. Normalization by bone volume instead of body weight or lean body mass may be better for quantifying skeletal burden in fibrous dysplasia using sodium fluoride PET/CT. Eur J Nucl Med Mol Imaging 2020; 47:1349-1350. [PMID: 31925457 DOI: 10.1007/s00259-020-04688-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 01/06/2020] [Indexed: 12/28/2022]
Affiliation(s)
- Paulo Schiavom Duarte
- Division of Nuclear Medicine, São Paulo Cancer Institute (ICESP), Av. Dr. Arnaldo, 251, 4° SS, Cerqueira César, São Paulo, SP, 01246-000, Brazil.
| | - Marcelo Tatit Sapienza
- Division of Nuclear Medicine, Department of Radiology and Oncology, Medical School of University of São Paulo (FMUSP), São Paulo, Brazil
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21
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Quantifying skeletal burden in fibrous dysplasia using sodium fluoride PET/CT. Eur J Nucl Med Mol Imaging 2019; 47:1527-1537. [DOI: 10.1007/s00259-019-04657-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 12/10/2019] [Indexed: 12/24/2022]
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22
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Lim I, Lindenberg ML, Mena E, Verdini N, Shih JH, Mayfield C, Thompson R, Lin J, Vega A, Mallek M, Cadena J, Diaz C, Mortazavi A, Knopp M, Wright C, Stein M, Pal S, Choyke PL, Apolo AB. 18F-Sodium fluoride PET/CT predicts overall survival in patients with advanced genitourinary malignancies treated with cabozantinib and nivolumab with or without ipilimumab. Eur J Nucl Med Mol Imaging 2019; 47:178-184. [PMID: 31522271 PMCID: PMC6885023 DOI: 10.1007/s00259-019-04483-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 08/09/2019] [Indexed: 11/25/2022]
Abstract
Purpose We evaluated the prognostic value of 18F-sodium fluoride (NaF) PET/CT in patients with urological malignancies treated with cabozantinib and nivolumab with or without ipilimumab. Methods We prospectively recruited patients with advanced urological malignancies into a phase I trial of cabozantinib plus nivolumab with or without ipilimumab. NaF PET/CT scans were performed pre- and 8 weeks post-treatment. We measured the total volume of fluoride avid bone (FTV) using a standardized uptake value (SUV) threshold of 10. We used Kaplan-Meier analysis to predict the overall survival (OS) of patients in terms of SUVmax, FTV, total lesion fluoride (TLF) uptake at baseline and 8 weeks post-treatment, and percent change in FTV and TLF. Result Of 111 patients who underwent NaF PET/CT, 30 had bone metastases at baseline. Four of the 30 patients survived for the duration of the study period. OS ranged from 0.23 to 34 months (m) (median 6.0 m). The baseline FTV of all 30 patients ranged from 9.6 to 1570 ml (median 439 ml). The FTV 8 weeks post-treatment was 56–6296 ml (median 448 ml) from 19 available patients. Patients with higher TLF at baseline had shorter OS than patients with lower TLF (3.4 vs 14 m; p = 0.022). Patients with higher SUVmax at follow-up had shorter OS than patients with lower SUVmax (5.6 vs 24 m; p = 0.010). However, FTV and TLF 8 weeks post-treatment did not show a significant difference between groups (5.6 vs 17 m; p = 0.49), and the percent changes in FTV (12 vs 14 m; p = 0.49) and TLF (5.6 vs 17 m; p = 0.54) also were not significant. Conclusion Higher TLF at baseline and higher SUVmax at follow-up NaF PET/CT corresponded with shorter survival in patients with bone metastases from urological malignancies who underwent treatment. NaF PET/CT may be a useful predictor of OS in this population.
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Affiliation(s)
- Ilhan Lim
- Molecular Imaging Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, B3B403, Bethesda, MD, 20892, USA.,Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, South Korea
| | - Maria Liza Lindenberg
- Molecular Imaging Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, B3B403, Bethesda, MD, 20892, USA
| | - Esther Mena
- Molecular Imaging Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, B3B403, Bethesda, MD, 20892, USA
| | - Nicholas Verdini
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Joanna H Shih
- Biometric Research Branch, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Christian Mayfield
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Ryan Thompson
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jeffrey Lin
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Andy Vega
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Marissa Mallek
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jacqueline Cadena
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Carlos Diaz
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Amir Mortazavi
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Michael Knopp
- Wright Center of Innovation in Biomedical Imaging, Division of Imaging Science, Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Chadwick Wright
- Wright Center of Innovation in Biomedical Imaging, Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Mark Stein
- Division of Genitourinary Medical Oncology, Department of Medicine, Rutgers Cancer Institute of New Jersey and Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Sumanta Pal
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Peter L Choyke
- Molecular Imaging Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, B3B403, Bethesda, MD, 20892, USA
| | - Andrea B Apolo
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA. .,Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Dr., 13N240, MSC 1906, Bethesda, MD, 20892, USA.
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23
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Zacho HD, Fonager RF, Nielsen JB, Haarmark C, Hendel HW, Johansen MB, Mortensen JC, Petersen LJ. Observer Agreement and Accuracy of 18F-Sodium Fluoride PET/CT in the Diagnosis of Bone Metastases in Prostate Cancer. J Nucl Med 2019; 61:344-349. [PMID: 31481577 DOI: 10.2967/jnumed.119.232686] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 08/05/2019] [Indexed: 01/03/2023] Open
Abstract
Our aim was to evaluate the interobserver agreement in 18F-sodium fluoride (NaF) PET/CT for the detection of bone metastases in patients with prostate cancer (PCa). Methods: 18F-NaF PET/CT scans were retrieved from all patients who participated in 4 recent prospective trials. Two experienced observers independently evaluated the 18F-NaF PET/CT scans on a patient level using a 3-category scale (no bone metastases [M0], equivocal for bone metastases, and bone metastases present [M1]) and on a dichotomous scale (M0/M1). In patients with no more than 10 lesions, the location and number of lesions were recorded. On a patient level, the diagnostic performance was calculated using a sensitivity analysis, in which equivocal lesions were handled as M0 as well as M1. Results: 18F-NaF PET/CT scans from 219 patients with PCa were included, of whom 129 patients were scanned for primary staging, 67 for biochemical recurrence, and 23 for metastatic castration-resistant PCa. Agreement between the observers was almost perfect on a patient level (3-category unweighted κ = 0.83 ± 0.05, linear weighted κ = 0.90 ± 0.06, and dichotomous κ = 0.91 ± 0.07). On a lesion level (dichotomous scale), the observers agreed on the number and location of bone metastases in 205 (93.6%) patients. In the remaining 14 patients, the readers disagreed on the number of lesions in 13 patients and the location of bone metastases in 1 patient. A final diagnosis of bone metastases was made for 211 of 219 patients. The sensitivity ranged from 0.86 to 0.92, specificity from 0.83 to 0.97, positive predictive value from 0.70 to 0.93, and negative predictive value from 0.94 to 0.96. Conclusion: The interobserver agreement on 18F-NaF PET/CT for the detection of bone metastases in patients with PCa was very high among trained observers, both on a patient level and on a lesion level. Moreover, the diagnostic performance of 18F-NaF PET/CT was satisfactory, rendering 18F-NaF PET/CT a robust tool in the diagnostic armamentarium.
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Affiliation(s)
- Helle D Zacho
- Department of Nuclear Medicine, Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark .,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Randi F Fonager
- Department of Nuclear Medicine, Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - Julie B Nielsen
- Department of Nuclear Medicine, Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - Christian Haarmark
- Department of Nuclear Medicine, Herlev and Gentofte Hospital, Herlev, Denmark
| | - Helle W Hendel
- Department of Nuclear Medicine, Herlev and Gentofte Hospital, Herlev, Denmark
| | - Martin B Johansen
- Unit of Clinical Biostatistics, Aalborg University Hospital, Aalborg, Denmark; and
| | - Jesper C Mortensen
- Department of Nuclear Medicine, Regional Hospital West Jutland, Herning, Denmark
| | - Lars J Petersen
- Department of Nuclear Medicine, Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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24
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Papadakis GZ, Manikis GC, Karantanas AH, Florenzano P, Bagci U, Marias K, Collins MT, Boyce AM. 18 F-NaF PET/CT IMAGING IN FIBROUS DYSPLASIA OF BONE. J Bone Miner Res 2019; 34:1619-1631. [PMID: 31116487 PMCID: PMC6744316 DOI: 10.1002/jbmr.3738] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 03/20/2019] [Accepted: 03/27/2019] [Indexed: 12/13/2022]
Abstract
Fibrous dysplasia (FD) is a mosaic skeletal disorder resulting in fractures, deformity, and functional impairment. Clinical evaluation has been limited by a lack of surrogate endpoints capable of quantitating disease activity. The purpose of this study was to investigate the utility of 18 F-NaF PET/CT imaging in quantifying disease activity in patients with FD. Fifteen consecutively evaluated subjects underwent whole-body 18 F-NaF PET/CT scans, and FD burden was assessed by quantifying FD-related 18 F-NaF activity. 18 F-NaF PET/CT parameters obtained included (i) SUVmax (standardized uptake value [SUV] of the FD lesion with the highest uptake); (ii) SUVmean (average SUV of all 18 F-NaF-positive FD lesions); (iii) total volume of all 18 F-NaF-positive FD lesions (TV); and (iv) total FD lesion activity determined as the product of TV multiplied by SUVmean (TA = TV × SUVmean ) (TA). Skeletal outcomes, functional outcomes, and bone turnover markers were correlated with 18 F-NaF PET/CT parameters. TV and TA of extracranial FD lesions correlated strongly with skeletal outcomes including fractures and surgeries (p values ≤ 0.003). Subjects with impaired ambulation and scoliosis had significantly higher TV and TA values (P < 0.05), obtained from extracranial and spinal lesions, respectively. Craniofacial surgeries correlated with TV and TA of skull FD lesions (P < 0.001). Bone turnover markers, including alkaline phosphatase, N-telopeptides, and osteocalcin, were strongly correlated with TV and TA (P < 0.05) extracted from FD lesions in the entire skeleton. No associations were identified with SUVmax or SUVmean . Bone pain and age did not correlate with 18 F-NaF PET/CT parameters. FD burden evaluated by 18 F-NaF-PET/CT facilitates accurate assessment of FD activity, and correlates quantitatively with clinically-relevant skeletal outcomes. © 2019 American Society for Bone and Mineral Research.
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Affiliation(s)
- Georgios Z Papadakis
- Foundation for Research and Technology (FORTH), Institute of Computer Science (ICS), Heraklion, Greece.,Skeletal Disorders and Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD, USA.,Department of Radiology, Medical School, University of Crete, Heraklion, Greece
| | - Georgios C Manikis
- Foundation for Research and Technology (FORTH), Institute of Computer Science (ICS), Heraklion, Greece
| | - Apostolos H Karantanas
- Foundation for Research and Technology (FORTH), Institute of Computer Science (ICS), Heraklion, Greece.,Department of Radiology, Medical School, University of Crete, Heraklion, Greece
| | - Pablo Florenzano
- Skeletal Disorders and Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD, USA.,Endocrinology Department, Facultad de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Ulas Bagci
- Center for Research in Computer Vision, University of Central Florida, Orlando, FL, USA
| | - Kostas Marias
- Foundation for Research and Technology (FORTH), Institute of Computer Science (ICS), Heraklion, Greece
| | - Michael T Collins
- Skeletal Disorders and Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD, USA
| | - Alison M Boyce
- Skeletal Disorders and Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD, USA
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25
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Azad GK, Cousin F, Siddique M, Taylor B, Goh V, Cook GJR. Does Measurement of First-Order and Heterogeneity Parameters Improve Response Assessment of Bone Metastases in Breast Cancer Compared to SUV max in [ 18F]fluoride and [ 18F]FDG PET? Mol Imaging Biol 2019; 21:781-789. [PMID: 30250989 PMCID: PMC6616219 DOI: 10.1007/s11307-018-1262-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To establish whether first-order statistical features from [18F]fluoride and 2-deoxy-2-[18F] fluoro-D-glucose ([18F]FDG) positron emission tomography/x-ray computed tomography (PET/CT) demonstrate incremental value in skeletal metastasis response assessment compared with maximum standardised uptake value (SUVmax). PROCEDURES Sixteen patients starting endocrine treatment for de novo or progressive breast cancer bone metastases were prospectively recruited to undergo [18F]fluoride and [18F]FDG PET/CT scans before and 8 weeks after treatment. Percentage changes in SUV parameters, metabolic tumour volume (MTV), total lesion metabolism (TLM), standard deviation (SD), entropy, uniformity and absolute changes in kurtosis and skewness, from the same ≤ 5 index lesions, were measured. Clinical response to 24 weeks, assessed by two experienced oncologists blinded to PET/CT imaging findings, was used as a reference standard and associations were made between parameters and progression free and overall survival. RESULTS [18F]fluoride PET/CT: In four patients (20 lesions) with progressive disease (PD), TLM and kurtosis predicted PD better than SUVmax on a patient basis (4, 4 and 3 out of 4, respectively) and TLM, entropy, uniformity and skewness on a lesion basis (18, 16, 16, 18 and 15 out of 20, respectively). Kurtosis was independently associated with PFS (p = 0.033) and OS (p = 0.008) on Kaplan-Meier analysis. [18F]FDG PET: No parameter provided incremental value over SUVmax in predicting PD or non-PD. TLM was significantly associated with OS (p = 0.041) and skewness with PFS (p = 0.005). Interlesional heterogeneity of response was seen in 11/16 and 8/16 patients on [18F]fluoride and [18F]FDG PET/CT, respectively. CONCLUSION With [18F]fluoride PET/CT, some first-order features, including those that take into account lesion volume but also some heterogeneity parameters, provide incremental value over SUVmax in predicting clinical response and survival in breast cancer patients with bone metastases treated with endocrine therapy. With [18F]FDG PET/CT, no first-order parameters were more accurate than SUVmax although TLM and skewness were associated with OS and PFS, respectively. Intra-patient heterogeneity of response occurs commonly between metastases with both tracers and most parameters.
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Affiliation(s)
- Gurdip K Azad
- Department of Cancer Imaging, School of Biomedical Engineering & Imaging Sciences, King's College London, Lambeth Wing, St Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK.
| | - Francois Cousin
- Department of Radiology, Centre Hospitalier Universitaire de Liege, Cour des Mineurs 5D, 4000, Liege, Belgium
| | - Musib Siddique
- Department of Cancer Imaging, School of Biomedical Engineering & Imaging Sciences, King's College London, Lambeth Wing, St Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK
| | - Benjamin Taylor
- Department of Clinical Oncology, Guys and St Thomas' Hospital NHS Trust, London, UK
| | - Vicky Goh
- Department of Cancer Imaging, School of Biomedical Engineering & Imaging Sciences, King's College London, Lambeth Wing, St Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK
| | - Gary J R Cook
- Department of Cancer Imaging, School of Biomedical Engineering & Imaging Sciences, King's College London, Lambeth Wing, St Thomas' Hospital, Westminster Bridge Road, London, SE1 7EH, UK
- King's College London & Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, SE1 7EH, UK
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Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: A 3D Analysis of SPECT/CT Images. Cancers (Basel) 2019; 11:cancers11060869. [PMID: 31234424 PMCID: PMC6627119 DOI: 10.3390/cancers11060869] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 06/16/2019] [Accepted: 06/19/2019] [Indexed: 01/02/2023] Open
Abstract
To meet the current need for skeletal tumor-load estimation in castration-resistant prostate cancer (CRPC), we developed a novel approach based on adaptive bone segmentation. In this study, we compared the program output with existing estimates and with the radiological outcome. Seventy-six whole-body single-photon emission computed tomographies/x-ray computed tomography with 3,3-diphosphono-1,2-propanedicarboxylic acid from mCRPC patients were analyzed. The software identified the whole skeletal volume (SVol) and classified the voxels metastases (MVol) or normal bone (BVol). SVol was compared with the estimation of a commercial software. MVol was compared with manual assessment and with prostate specific antigen (PSA) levels. Counts/voxel were extracted from MVol and BVol. After six cycles of 223RaCl2-therapy every patient was re-evaluated as having progressive disease (PD), stable disease (SD), or a partial response (PR). SVol correlated with that of the commercial software (R = 0.99, p < 0.001). MVol correlated with the manually-counted lesions (R = 0.61, p < 0.001) and PSA (R = 0.46, p < 0.01). PD had a lower counts/voxel in MVol than PR/SD (715 ± 190 vs. 975 ± 215 and 1058 ± 255, p < 0.05 and p < 0.01) and BVol (PD 275 ± 60, PR 515 ± 188 and SD 528 ± 162 counts/voxel, p < 0.001). Segmentation-based tumor load correlated with radiological/laboratory indices. Uptake was linked with the clinical outcome, suggesting that metastases in PD patients have a lower affinity for bone-seeking radionuclides and might benefit less from bone-targeted radioisotope therapies.
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Linder M, Glitzner E, Srivatsa S, Bakiri L, Matsuoka K, Shahrouzi P, Dumanic M, Novoszel P, Mohr T, Langer O, Wanek T, Mitterhauser M, Wagner EF, Sibilia M. EGFR is required for FOS-dependent bone tumor development via RSK2/CREB signaling. EMBO Mol Med 2019; 10:emmm.201809408. [PMID: 30361264 PMCID: PMC6220323 DOI: 10.15252/emmm.201809408] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Osteosarcoma (OS) is a rare tumor of the bone occurring mainly in young adults accounting for 5% of all childhood cancers. Because of the limited therapeutic options, there has been no survival improvement for OS patients in the past 40 years. The epidermal growth factor receptor (EGFR) is highly expressed in OS; however, its clinical relevance is unclear. Here, we employed an autochthonous c‐Fos‐dependent OS mouse model (H2‐c‐fosLTR) and human OS tumor biopsies for preclinical studies aimed at identifying novel biomarkers and therapeutic benefits of anti‐EGFR therapies. We show that EGFR deletion/inhibition results in reduced tumor formation in H2‐c‐fosLTR mice by directly inhibiting the proliferation of cancer‐initiating osteoblastic cells by a mechanism involving RSK2/CREB‐dependent c‐Fos expression. Furthermore, OS patients with co‐expression of EGFR and c‐Fos exhibit reduced overall survival. Preclinical studies using human OS xenografts revealed that only tumors expressing both EGFR and c‐Fos responded to anti‐EGFR therapy demonstrating that c‐Fos can be considered as a novel biomarker predicting response to anti‐EGFR treatment in OS patients.
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Affiliation(s)
- Markus Linder
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Elisabeth Glitzner
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Sriram Srivatsa
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Latifa Bakiri
- Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | | | - Parastoo Shahrouzi
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Monika Dumanic
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Philipp Novoszel
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Thomas Mohr
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Oliver Langer
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.,Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria.,Center for Health & Bioresources, AIT Austrian Institute of Technology GmbH, Seibersdorf, Austria
| | - Thomas Wanek
- Center for Health & Bioresources, AIT Austrian Institute of Technology GmbH, Seibersdorf, Austria
| | - Markus Mitterhauser
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.,LBI Applied Diagnostics, Vienna, Austria
| | - Erwin F Wagner
- Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Maria Sibilia
- Department of Medicine I, Comprehensive Cancer Center, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
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Re: Response Assessment of 223Ra Treatment: Should a Fluorocholine PET/CT Be Performed? Clin Nucl Med 2019; 43:867-868. [PMID: 30106860 DOI: 10.1097/rlu.0000000000002249] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Azad GK, Siddique M, Taylor B, Green A, O'Doherty J, Gariani J, Blake GM, Mansi J, Goh V, Cook GJR. Is Response Assessment of Breast Cancer Bone Metastases Better with Measurement of 18F-Fluoride Metabolic Flux Than with Measurement of 18F-Fluoride PET/CT SUV? J Nucl Med 2019; 60:322-327. [PMID: 30042160 PMCID: PMC6424232 DOI: 10.2967/jnumed.118.208710] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 06/18/2018] [Indexed: 11/21/2022] Open
Abstract
Our purpose was to establish whether noninvasive measurement of changes in 18F-fluoride metabolic flux to bone mineral (Ki) by PET/CT can provide incremental value in response assessment of bone metastases in breast cancer compared with SUVmax and SUVmeanMethods: Twelve breast cancer patients starting endocrine treatment for de novo or progressive bone metastases were included. Static 18F-fluoride PET/CT scans were acquired 60 min after injection, before and 8 wk after commencing treatment. Venous blood samples were taken at 55 and 85 min after injection to measure plasma 18F-fluoride activity concentrations, and Ki in individual bone metastases was calculated using a previously validated method. Percentage changes in Ki, SUVmax, and SUVmean were calculated from the same index lesions (≤5 lesions) from each patient. Clinical response up to 24 wk, assessed in consensus by 2 experienced oncologists masked to PET imaging findings, was used as a reference standard. Results: Of the 4 patients with clinically progressive disease (PD), mean Ki significantly increased (>25%) in all, SUVmax in 3, and SUVmean in 2. Of the 8 non-PD patients, Ki decreased or remained stable in 7, SUVmax in 5, and SUVmean in 6. A significant mean percentage increase from baseline for Ki, compared with SUVmax and SUVmean, occurred in the 4 patients with PD (89.7% vs. 41.8% and 43.5%, respectively; P < 0.001). Conclusion: After 8 wk of endocrine treatment for bone-predominant metastatic breast cancer, Ki more reliably differentiated PD from non-PD than did SUVmax and SUVmean, probably because measurement of SUV underestimates fluoride clearance by not considering changes in input function.
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Affiliation(s)
- Gurdip K Azad
- Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Musib Siddique
- Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Benjamin Taylor
- Department of Oncology, Guys and St. Thomas' Hospital NHS Foundation Trust, London, United Kingdom
| | - Adrian Green
- Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Jim O'Doherty
- King's College London and Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, United Kingdom
- Department of Molecular Imaging, Sidra Medicine, Doha, Qatar; and
| | | | - Glen M Blake
- Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Janine Mansi
- Department of Oncology, Guys and St. Thomas' Hospital NHS Foundation Trust, London, United Kingdom
| | - Vicky Goh
- Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, St. Thomas' Hospital, London, United Kingdom
| | - Gary J R Cook
- Cancer Imaging Department, School of Biomedical Engineering and Imaging Sciences, King's College London, St. Thomas' Hospital, London, United Kingdom
- King's College London and Guy's and St. Thomas' PET Centre, St. Thomas' Hospital, London, United Kingdom
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Kairemo K, Rohren EM, Anderson PM, Ravizzini G, Rao A, Macapinlac HA, Subbiah V. Development of sodium fluoride PET response criteria for solid tumours (NAFCIST) in a clinical trial of radium-223 in osteosarcoma: from RECIST to PERCIST to NAFCIST. ESMO Open 2019; 4:e000439. [PMID: 30962954 PMCID: PMC6435244 DOI: 10.1136/esmoopen-2018-000439] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Revised: 11/23/2018] [Accepted: 11/24/2018] [Indexed: 12/16/2022] Open
Abstract
Purpose The development of osteosarcoma therapeutics has been challenging, in part because of the lack of appropriate criteria to evaluate responses. We developed a novel criteria in a clinical trial of radium-223 dichloride (223RaCl2) for response assessment in osteosarcoma, NAFCIST (Na18F PET response Criteria in Solid Tumors). Experimental design Patients received one to six cycles of 223RaCl2, and cumulative doses varied from 6.84 MBq to 57.81 MBq. Molecular imaging with technetium-99m phosphonate scintigraphy, fluorine-18-fluorodeoxyglucose (18FDG) positron emission tomography (PET) or sodium fluoride-18 (Na18F) PET was used to characterise the disease. Correlation of biomarkers and survival was analysed with NAFCIST measure from Na18F PET. Results Of the 18 patients, 17 had bone lesions visible in at least one of the imaging studies. In four of seven patients with multiple skeletal lesions (>5), FDG PET and NaF PET studies could be compared. The skeletal tumour locations varied in our patient population: cranium=2, extremities=7, pelvis=10, spine=12 and thorax=9. The 18F-FDG PET and Na18F PET studies could be compared in all four patients who had multiple lung lesions (>5). Overall the Response Evaluation Criteria in Solid Tumors response was seen in one patient, but four patients experienced mixed responses better defined by Na18F PET. Changes in NAFCIST were correlated with changes in bone alkaline phosphatase levels (r=0.54) and negatively with cumulative dose of 223RaCl2 (r=- 0.53). NAFCIST correlated with overall survival (p value of 0.037) while the PERCIST (PET Response Criteria in Solid Tumors) did not (p value of 0.19). Conclusions Our results indicate that Na18F PET should be further studied in osteosarcoma staging. NAFCIST may be a promising criteria for high-risk osteosarcoma response evaluation and correlates with survival. Further validation studies are needed.
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Affiliation(s)
- Kalevi Kairemo
- Department of Nuclear Medicine, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Eric M Rohren
- Department of Radiology, Baylor College of Medicine, Houston, Texas, USA
| | | | - Gregory Ravizzini
- Department of Nuclear Medicine, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Arvind Rao
- Department of Computational Medicine and Bioinformatics, and Radiation Oncology at University of Michigan, University of Michigan, Ann Arbor, Michigan, USA
| | - Homer A Macapinlac
- Department of Nuclear Medicine, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Vivek Subbiah
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine and Division of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Brito AET, Mourato FA, de Oliveira RPM, Leal ALG, Filho PJA, de Filho JLL. Evaluation of whole-body tumor burden with 68Ga-PSMA PET/CT in the biochemical recurrence of prostate cancer. Ann Nucl Med 2019; 33:344-350. [DOI: 10.1007/s12149-019-01342-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 02/04/2019] [Indexed: 12/12/2022]
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Deep learning for segmentation of 49 selected bones in CT scans: First step in automated PET/CT-based 3D quantification of skeletal metastases. Eur J Radiol 2019; 113:89-95. [PMID: 30927965 DOI: 10.1016/j.ejrad.2019.01.028] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 01/11/2019] [Accepted: 01/26/2019] [Indexed: 02/07/2023]
Abstract
PURPOSE The aim of this study was to develop a deep learning-based method for segmentation of bones in CT scans and test its accuracy compared to manual delineation, as a first step in the creation of an automated PET/CT-based method for quantifying skeletal tumour burden. METHODS Convolutional neural networks (CNNs) were trained to segment 49 bones using manual segmentations from 100 CT scans. After training, the CNN-based segmentation method was tested on 46 patients with prostate cancer, who had undergone 18F-choline-PET/CT and 18F-NaF PET/CT less than three weeks apart. Bone volumes were calculated from the segmentations. The network's performance was compared with manual segmentations of five bones made by an experienced physician. Accuracy of the spatial overlap between automated CNN-based and manual segmentations of these five bones was assessed using the Sørensen-Dice index (SDI). Reproducibility was evaluated applying the Bland-Altman method. RESULTS The median (SD) volumes of the five selected bones were by CNN and manual segmentation: Th7 41 (3.8) and 36 (5.1), L3 76 (13) and 75 (9.2), sacrum 284 (40) and 283 (26), 7th rib 33 (3.9) and 31 (4.8), sternum 80 (11) and 72 (9.2), respectively. Median SDIs were 0.86 (Th7), 0.85 (L3), 0.88 (sacrum), 0.84 (7th rib) and 0.83 (sternum). The intraobserver volume difference was less with CNN-based than manual approach: Th7 2% and 14%, L3 7% and 8%, sacrum 1% and 3%, 7th rib 1% and 6%, sternum 3% and 5%, respectively. The average volume difference measured as ratio volume difference/mean volume between the two CNN-based segmentations was 5-6% for the vertebral column and ribs and ≤3% for other bones. CONCLUSION The new deep learning-based method for automated segmentation of bones in CT scans provided highly accurate bone volumes in a fast and automated way and, thus, appears to be a valuable first step in the development of a clinical useful processing procedure providing reliable skeletal segmentation as a key part of quantification of skeletal metastases.
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Etchebehere E, Brito AE, Kairemo K, Rohren E, Araujo J, Macapinlac H. Is interim 18F-fluoride PET/CT a predictor of outcomes after radium-223 therapy? Radiol Bras 2019; 52:33-40. [PMID: 30804613 PMCID: PMC6383535 DOI: 10.1590/0100-3984.2017.0178] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Objective To determine whether an interim 18F-fluoride positron-emission tomography/computed tomography (PET/CT) study performed after the third cycle of radium-223 dichloride (223RaCl2) therapy is able to identify patients that will not respond to treatment. Materials and Methods We retrospectively reviewed 34 histologically confirmed cases of hormone-refractory prostate cancer with bone metastasis in patients submitted to 223RaCl2 therapy. All of the patients underwent baseline and interim 18F-fluoride PET/CT studies. The interim study was performed immediately prior to the fourth cycle of 223RaCl2. The skeletal tumor burden-expressed as the total lesion fluoride uptake above a maximum standardized uptake value of 10 (TLF10)-was calculated for the baseline and the interim studies. The percent change in TLF10 between the baseline and interim studies (%TFL10) was calculated as follows: %TFL10 = interim TLF10 - baseline TLF10 / baseline TLF10. End points were overall survival, progression-free survival, and skeletal-related events. Results The mean age of the patients was 72.4 ± 10.2 years (range, 43.3-88.8 years). The %TLF10 was not able to predict overall survival (p = 0.6320; hazard ratio [HR] = 0.753; 95% confidence interval [CI]: 0.236-2.401), progression-free survival (p = 0.5908; HR = 1.248; 95% CI: 0.557-2.797) nor time to a bone event (p = 0.5114; HR = 1.588; 95% CI: 0.399-6.312). Conclusion The skeletal tumor burden on an interim 18F-fluoride PET/CT, performed after three cycles of 223RaCl2, is not able to predict overall survival, progression-free survival, or time to bone event, and should not be performed to monitor response at this time.
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Affiliation(s)
- Elba Etchebehere
- Universidade Estadual de Campinas (Unicamp), Campinas, SP, Brazil
| | - Ana Emília Brito
- Real Hospital Português de Beneficência em Pernambuco - Real Nuclear, Recife, PE, Brazil
| | - Kalevi Kairemo
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eric Rohren
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John Araujo
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Homer Macapinlac
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Letellier A, Johnson AC, Kit NH, Savigny JF, Batalla A, Parienti JJ, Aide N. Uptake of Radium-223 Dichloride and Early [ 18F]NaF PET Response Are Driven by Baseline [ 18F]NaF Parameters: a Pilot Study in Castration-Resistant Prostate Cancer Patients. Mol Imaging Biol 2019; 20:482-491. [PMID: 29027074 DOI: 10.1007/s11307-017-1132-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE The purpose of this study is to identify predictive factors on baseline [18F]NaF positron emission tomography (PET)/computed tomography (CT) of early response to radium-223 dichloride after 3 cycles of treatment in metastatic castration-resistant prostate cancer patients. PROCEDURES Analysis of 152 metastases was performed in six consecutive patients who underwent [18F]NaF PET/CT at baseline and for early monitoring after 3 cycles of radium-223 dichloride. All metastases depicted on whole-body [18F]NaF PET/CT were contoured and CT (density in Hounsfield units, sclerotic, mixed, or lytic appearance) as well as [18F]NaF [maximum standardized uptake value (SUVmax), SUVmean, and lesion volume (V18F-NaF)] patterns were recorded. Tumor response was defined as percentage change in SUVmax and SUVmean between baseline and post-treatment PET. Bone lesions were defined as stable, responsive, or progressive, according to thresholds derived from a recent multicentre test-retest study in [18F]NaF PET/CT. Total [18F]NaF uptake in metastases, defined as MATV × SUVmean, was correlated to uptake of radium-223 on biodistribution scintigraphy performed 7 days after the first cycle of treatment. RESULTS Among metastases, 116 involved the axial skeleton and 36 the appendicular skeleton. Lesions were sclerotic in 126 cases and mixed in 26 cases. No lytic lesion was depicted. ROC analysis showed that SUVmax and SUVmean were better predictors of lesion response than V18F-NaF and density on CT (P < 0.0001 and P = 0.001, respectively). SUVmax and SUVmean were predictors of individual tumor response in separate multivariate models (P = 0.01 and P = 0.02, respectively). CT pattern (mixed versus sclerotic) and lesion density were independent predictors only when assessing response with delta SUVmax (P = 0.002 and 0.007, respectively). A good correlation between total [18F]NaF uptake within metastases and their relative radium-223 uptake assessed by two observers 7 days after treatment (r = 0.72 and 0.77, P < 0.0001) was found. CONCLUSIONS SUVmax and SUVmean on baseline [18F]NaF PET/CT are independent predictors of bone lesions' response to 3 cycles of radium-223 dichloride, supporting the use of NaF to select patients more likely to respond to treatment.
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Affiliation(s)
- Arthur Letellier
- Nuclear Medicine Department, Caen University Hospital, 14000, Caen, France.,Radiology Department, University Hospital, Caen, France
| | | | - Nicolas How Kit
- Nuclear Medicine Department, Caen University Hospital, 14000, Caen, France.,Radiology Department, University Hospital, Caen, France
| | | | - Alain Batalla
- Medical Physics, François Baclesse Cancer Centre, Caen, France
| | - Jean-Jacques Parienti
- Clinical Research Unit, University Hospital, Caen, France.,EA2656 (GRAM 2.0), Normandie University, Caen, France
| | - Nicolas Aide
- Nuclear Medicine Department, Caen University Hospital, 14000, Caen, France. .,INSERM 1199 ANTICIPE, Normandie University, Caen, France.
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Perk T, Bradshaw T, Chen S, Im HJ, Cho S, Perlman S, Liu G, Jeraj R. Automated classification of benign and malignant lesions in 18F-NaF PET/CT images using machine learning. ACTA ACUST UNITED AC 2018; 63:225019. [DOI: 10.1088/1361-6560/aaebd0] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Perk T, Chen S, Harmon S, Lin C, Bradshaw T, Perlman S, Liu G, Jeraj R. A statistically optimized regional thresholding method (SORT) for bone lesion detection in 18F-NaF PET/CT imaging. ACTA ACUST UNITED AC 2018; 63:225018. [DOI: 10.1088/1361-6560/aaebba] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Quantification of bone flare on 18F-NaF PET/CT in metastatic castration-resistant prostate cancer. Prostate Cancer Prostatic Dis 2018; 22:324-330. [PMID: 30413807 DOI: 10.1038/s41391-018-0110-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 09/18/2018] [Accepted: 10/03/2018] [Indexed: 11/08/2022]
Abstract
BACKGROUND Bone flare has been observed on 99mTc-MDP bone scans of patients with metastatic castration-resistant prostate cancer (mCRPC). This exploratory study investigates bone flare in mCRPC patients receiving androgen receptor (AR) inhibitors using 18F-NaF PET/CT. METHODS Twenty-nine mCRPC patients undergoing AR-inhibiting therapy (abiraterone, orteronel, enzalutamide) received NaF PET/CT scans at baseline, week 6, and week 12 of treatment. SUV metrics were extracted globally for each patient (SUV) and for each individual lesion (iSUV). Bone flare was defined as increasing SUV metrics or lesion number at week 6 followed by subsequent week 12 decrease. Differences in metrics across timepoints were compared using Wilcoxon tests. Cox proportional hazard regression was conducted between global metrics and progression-free survival (PFS). RESULTS Total SUV was most sensitive for flare detection and was identified in 14/23 (61%) patients receiving CYP17A1-inhibitors (abiraterone, orteronel), and not identified in any of six patients receiving enzalutamide. The appearance of new lesions did not account for initial increases in SUV metrics. iSUV metrics followed patient-level trends: bone flare positive patients showed a median of 72% (range: 0-100%) of lesions with total iSUV flare. Increasing mean SUV at week 6 correlated with extended PFS (HR = 0.58, p = 0.02). CONCLUSION NaF PET bone flare was present on 61% of mCRPC patients in the first 6 weeks of treatment with CYP17A1-inhibitors. Characterization provided in this study suggests favorable PFS in patients showing bone flare. This characterization of NaF flare is important for guiding treatment assessment schedules to better distinguish between patients showing bone flare and those truly progressing, and should be performed for all emerging mCRPC treatments and imaging agents.
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Jadvar H, Colletti PM. 18F-NaF/ 223RaCl 2 theranostics in metastatic prostate cancer: treatment response assessment and prediction of outcome. Br J Radiol 2018; 91:20170948. [PMID: 29630398 PMCID: PMC6475949 DOI: 10.1259/bjr.20170948] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 03/03/2018] [Accepted: 04/01/2018] [Indexed: 12/15/2022] Open
Abstract
Theranostics refers to companion agents with identical or similar structure targeted to a specific biological entity for imaging and treatment. Although the concept has a long history with radioiodine in thyroidology, but it has experienced remarkable recent renaissance in management of neuroendocrine tumors and prostate cancer. Bone scintigraphy based on osteoblastic reaction and targeted radionuclide therapy with the alpha-particle calcium-mimetic agent, 223RaCl2, also form a theranostic model for imaging and treatment of osseous metastatic disease. Since the regulatory approval of 223RaCl2 in 2013, there has been accumulating evidence on the potential use of 18F-NaF PET scintigraphy in the assessment of response and prediction of outcome in males with metastatic castrate-resistant prostate cancer who undergo 223RaCl2 therapy. We review the 18F-NaF/223RaCl2 as theranostic companion in the management of prostate cancer with emphasis on the utility of 18F-NaF and other relevant PET radiotracers in the therapy response and prognosis assessments.
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Affiliation(s)
- Hossein Jadvar
- Division of Nuclear Medicine, Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Patrick M Colletti
- Division of Nuclear Medicine, Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Predictors of fluoroquinolone-resistant bacteria in the rectal vault of men undergoing prostate biopsy. Prostate Cancer Prostatic Dis 2018; 22:268-275. [PMID: 30279581 DOI: 10.1038/s41391-018-0092-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 08/19/2018] [Accepted: 08/25/2018] [Indexed: 11/08/2022]
Abstract
IMPORTANCE Fluoroquinolone (FQ)-resistant rectal vault flora is associated with infectious complications in men undergoing transrectal ultrasound-guided prostate needle biopsy (TRUS-PNB). OBJECTIVE To determine the patient factors that predict FQ-resistant rectal cultures in men who are undergoing transrectal ultrasound-guided prostate needle biopsy. METHODS An IRB approved retrospective review of 6183 consecutive men who had undergone a rectal swab culture in preparation for TRUS-PNB between January 2013 and December 2014 was performed. Multivariable logistic regression was used to determine the clinical and demographic factors associated with FQ-resistant Enterobacteriaceae in the rectal vault. RESULTS Of the 6179 rectal swabs analyzed, 4842 (78%) were FQ-sensitive, and 1337 (22%) were FQ-resistant. On univariable analysis, increasing age, prior TRUS-PNB, higher number of biopsy cores obtained, diabetes mellitus, antimicrobial use within the past 6 months and non-Caucasian race were predictors of FQ-resistance (all p < 0.05). Men with FQ-resistant cultures were more likely to have benign pathology on TRUS-PNB (p = 0.004). On multivariable analysis, increasing patient age (OR = 1.01/year [1.00-1.02]), use of antimicrobials in the last 6 months (OR = 2.85[2.18-3.72]), African American (OR = 1.99 [1.66-2.37]), Asian (OR = 3.39 [2.63-4.37]), and Hispanic (OR = 2.10 [1.72-2.55]) races were independently associated with FQ-resistant rectal cultures. The overall infectious rate was 1.1% (56/5214) and the sepsis rate was 0.46% (24/5214). The infection rate in the FQ-resistant group was 3.9% (43/1107) compared to FQ-sensitive group 0.3% (13/4107), p < 0.001. CONCLUSION In this cohort, increasing age, recent antimicrobial-use, and non-Caucasian race were independent predictors of FQ-resistance in the rectal vault. As FQ-resistance is associated with infectious complications from transrectal ultrasound-guided prostate needle biopsy, understanding risk factors may assist infection control efforts.
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Gomes Marin JF, Duarte PS, Willegaignon de Amorim de Carvalho J, Sado HN, Sapienza MT, Buchpiguel CA. Comparison of the Variability of SUV Normalized by Skeletal Volume with the Variability of SUV Normalized by Body Weight in 18F-Fluoride PET/CT. J Nucl Med Technol 2018; 47:60-63. [PMID: 30139886 DOI: 10.2967/jnmt.118.215111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 08/06/2018] [Indexed: 01/05/2023] Open
Abstract
Our objective was to test the hypothesis that variability in SUV normalized by skeletal volume (SV) in 18F-fluoride (18F-NaF) PET/CT studies is lower than variability in SUV normalized by body weight (BW). Methods: The mean SUV (SUVmean) was obtained for whole skeletal volume of interest (wsVOI) in 163 selected 18F-NaF PET/CT studies. These studies were performed to investigate bone metastases and were considered to have normal results. SUVmean was calculated with normalization by BW (BW SUVmean), with normalization by SV (SV SUVmean), and without normalization (WN SUVmean). The total SV for each patient was also estimated on the basis of the wsVOI defined on the CT component of the PET/CT study. SUVmean variability for each patient was estimated as the absolute value of the difference between the SUVmean for the patient and the mean of the SUVmean for the whole group of patients, divided by the mean of the SUVmean for the whole group of patients. The variabilities of SUVmean calculated by the 3 methods were compared using a paired 1-tailed Wilcoxon test. Results: The mean variability for the BW, SV, and WN SUVmean was 0.16, 0.13, and 0.16, respectively. There were statistically significant differences between SV and BW SUVmean variability (P = 0.03) and between SV and WN SUVmean variability (P < 0.01). There was no statistically significant difference between BW and WN SUVmean variability (P = 0.4). Conclusion: In patients with normal 18F-NaF PET/CT results, SV SUVmean presents lower variability than BW SUVmean.
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Affiliation(s)
| | | | | | - Heitor Naoki Sado
- Division of Nuclear Medicine, São Paulo Cancer Institute, São Paulo, Brazil; and
| | | | - Carlos Alberto Buchpiguel
- Division of Nuclear Medicine, São Paulo Cancer Institute, São Paulo, Brazil; and.,University of São Paulo Medical School, São Paulo, Brazil
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Radionuclide Therapy for Bone Metastases: Utility of Scintigraphy and PET Imaging for Treatment Planning. PET Clin 2018; 13:491-503. [PMID: 30219184 DOI: 10.1016/j.cpet.2018.05.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The skeleton is a common site for cancer metastases. Bone metastases are a major cause of morbidity and mortality and associated with pain, pathologic fractures, spinal cord compression, and decreased survival. Various radionuclides have been used for pain therapy. Recently, an α-emitter has been shown to improve overall survival of patients with bone metastases from castration-resistant prostate cancer and was approved as a therapeutic agent. The aim of this article is to provide an overview regarding state of the art radionuclide therapy options for bone metastases, with focus on the role of PET imaging in therapy planning.
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Brito AE, Mourato F, Santos A, Mosci C, Ramos C, Etchebehere E. Validation of the Semiautomatic Quantification of 18F-Fluoride PET/CT Whole-Body Skeletal Tumor Burden. J Nucl Med Technol 2018; 46:378-383. [PMID: 30076246 DOI: 10.2967/jnmt.118.211474] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 06/29/2018] [Indexed: 11/16/2022] Open
Abstract
Our purpose was to validate a semiautomatic quantification of the skeletal tumor burden on 18F-fluoride PET/CT using manual quantification as a reference. Methods: We quantified 51 18F-fluoride PET/CT examinations performed on female breast cancer patients. Clinical information (age; time of disease presentation; presence of visceral metastases; and time to death, progression, or a bone event) was recorded. The total volume of 18F-fluoride-avid skeletal metastases and the total activity of 18F-fluoride-avid metastases were calculated manually and semiautomatically. Results: Manual and semiautomatic metrics correlated strongly (P < 0.0001; 95% confidence interval, 0.9300-0.9769). On multivariable analysis, the semiautomatic measures of total activity for 18F-fluoride-avid metastasis correlated significantly with overall survival (P = 0.0001) and progression-free survival (P = 0.0006). Approximate times for calculating skeletal tumor burden (semiautomatic vs. manual) were, respectively, 30 s versus 321 s in patients with fewer than 5 metastases, 120 s versus 640 s in patients with 5-10 metastases, and 240 s versus 1207s in patients with more than 10 metastases. Conclusion: Semiautomatic quantification of whole-body 18F-fluoride PET/CT skeletal tumor burden can replace manual quantification in breast cancer patients and is a strong independent biomarker of prognosis.
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Affiliation(s)
- Ana E Brito
- Real Nuclear of Real Hospital Português de Beneficência em Pernambuco, Recife, Brazil.,Keizo Asami Immunopathology Laboratory, Federal University of Pernambuco, Recife, Brazil.,Division of Nuclear Medicine, Department of Radiology, University of Campinas, Campinas, Brazil; and
| | - Felipe Mourato
- Real Nuclear of Real Hospital Português de Beneficência em Pernambuco, Recife, Brazil
| | - Allan Santos
- Division of Nuclear Medicine, Department of Radiology, University of Campinas, Campinas, Brazil; and.,MND Campinas, Campinas, Brazil
| | - Camila Mosci
- Division of Nuclear Medicine, Department of Radiology, University of Campinas, Campinas, Brazil; and
| | - Celso Ramos
- Division of Nuclear Medicine, Department of Radiology, University of Campinas, Campinas, Brazil; and.,MND Campinas, Campinas, Brazil
| | - Elba Etchebehere
- Division of Nuclear Medicine, Department of Radiology, University of Campinas, Campinas, Brazil; and .,MND Campinas, Campinas, Brazil
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Fiz F, Dittman H, Campi C, Morbelli S, Marini C, Brignone M, Bauckneht M, Piva R, Massone AM, Piana M, Sambuceti G, la Fougère C. Assessment of Skeletal Tumor Load in Metastasized Castration-Resistant Prostate Cancer Patients: A Review of Available Methods and an Overview on Future Perspectives. Bioengineering (Basel) 2018; 5:bioengineering5030058. [PMID: 30060546 PMCID: PMC6163573 DOI: 10.3390/bioengineering5030058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Revised: 07/23/2018] [Accepted: 07/26/2018] [Indexed: 11/16/2022] Open
Abstract
Metastasized castration-resistant prostate cancer (mCRPC), is the most advanced form of prostate neoplasia, where massive spread to the skeletal tissue is frequent. Patients with this condition are benefiting from an increasing number of treatment options. However, assessing tumor response in patients with multiple localizations might be challenging. For this reason, many computational approaches have been developed in the last decades to quantify the skeletal tumor burden and treatment response. In this review, we analyzed the progressive development and diffusion of such approaches. A computerized literature search of the PubMed/Medline was conducted, including articles between January 2008 and March 2018. The search was expanded by manually reviewing the reference list of the chosen articles. Thirty-five studies were identified. The number of eligible studies greatly increased over time. Studies could be categorized in the following categories: automated analysis of 2D scans, SUV-based thresholding, hybrid CT- and SUV-based thresholding, and MRI-based thresholding. All methods are discussed in detail. Automated analysis of bone tumor burden in mCRPC is a growing field of research; when choosing the appropriate method of analysis, it is important to consider the possible advantages as well as the limitations thoroughly.
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Affiliation(s)
- Francesco Fiz
- Nuclear Medicine Unit, Department of Radiology, Uni-Klinikum Tübingen, 72076 Tübingen, Germany.
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy.
| | - Helmut Dittman
- Nuclear Medicine Unit, Department of Radiology, Uni-Klinikum Tübingen, 72076 Tübingen, Germany.
| | - Cristina Campi
- Nuclear Medicine Unit, Department of Medicine-DIMED, University Hospital of Padua, 35128 Padua, Italy.
| | - Silvia Morbelli
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy.
| | | | - Massimo Brignone
- Department of Engineering, University of Genoa, Pole of Savona, 17100 Savona, Italy.
| | - Matteo Bauckneht
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy.
| | - Roberta Piva
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy.
| | - Anna Maria Massone
- National Council of Research-SPIN, 16152 Genoa, Italy.
- Department of Mathematics, University of Genoa, 16146 Genoa, Italy.
| | - Michele Piana
- National Council of Research-SPIN, 16152 Genoa, Italy.
- Department of Mathematics, University of Genoa, 16146 Genoa, Italy.
| | - Gianmario Sambuceti
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy.
| | - Christian la Fougère
- Nuclear Medicine Unit, Department of Radiology, Uni-Klinikum Tübingen, 72076 Tübingen, Germany.
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Prostate-specific antigen flare induced by 223RaCl2 in patients with metastatic castration-resistant prostate cancer. Eur J Nucl Med Mol Imaging 2018; 45:2256-2263. [DOI: 10.1007/s00259-018-4051-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 05/04/2018] [Indexed: 01/30/2023]
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18F-Fluoride PET/CT tumor burden quantification predicts survival in breast cancer. Oncotarget 2018; 8:36001-36011. [PMID: 28415595 PMCID: PMC5482633 DOI: 10.18632/oncotarget.16418] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 03/14/2017] [Indexed: 12/30/2022] Open
Abstract
Purpose In bone-metastatic breast cancer patients, there are no current imaging biomarkers to identify which patients have worst prognosis. The purpose of our study was to investigate if skeletal tumor burden determined by 18F-Fluoride PET/CT correlates with clinical outcomes and may help define prognosis throughout the course of the disease. Results Bone metastases were present in 49 patients. On multivariable analysis, skeletal tumor burden was significantly and independently associated with overall survival (p < 0.0001) and progression free-survival (p < 0.0001). The simple presence of bone metastases was associated with time to bone event (p = 0.0448). Materials and Methods We quantified the skeletal tumor burden on 18F-Fluoride PET/CT images of 107 female breast cancer patients (40 for primary staging and the remainder for restaging after therapy). Clinical parameters, primary tumor characteristics and skeletal tumor burden were correlated to overall survival, progression free-survival and time to bone event. The median follow-up time was 19.5 months. Conclusions 18F-Fluoride PET/CT skeletal tumor burden is a strong independent prognostic imaging biomarker in breast cancer patients.
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Rahbar K, Konnert J, Bögemann M, Stegger L, Bräuer A. Diagnostic value of additional 68Ga-PSMA-PET before 223Ra-dichloride therapy in patients with metastatic prostate carcinoma. Nuklearmedizin 2018; 56:14-22. [DOI: 10.3413/nukmed-0846-16-09] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 12/13/2016] [Indexed: 02/07/2023]
Abstract
SummaryPurpose: Medical imaging plays an important role in selecting patients with metastatic castration-resistant prostate cancer for 223Ra- dichloride therapy of bone metastases. The purpose of this study was to investigate whether 68Ga-PSMA-PET has incremental value over conventional imaging for selecting patients suitable for 223Ra-dichloride therapy. Methods: In 27 consecutive patients referred for 223Ra-dichloride therapy additional 68Ga-PSMA-PET/CT was performed and tracer distribution was evaluated systematically with respect to the detection of visceral metastases and bone metastases with inadequate uptake on bone scintigraphy. Results: In 4 patients (15 %) 68Ga- PSMA-PET revealed previously unknown visceral metastases (3 liver, 1 adrenal gland), which changed the therapeutic decision in 2 cases. PET revealed more extended tumour involvement in the bone compared to bone scintigraphy in 9 patients (33 %). In 3 of these, the mismatch was extensive enough to question suitability for 223Ra-dichloride therapy. Conclusions: Additional 68Ga-PSMA-PET as a gatekeeper between conventional staging and 223Ra-dichloride therapy can provide valuable additional information with regard to visceral metastases and tumour manifestations without adequate bone mineral turnover. It may lead to a change in therapeutic management in a significant number of patients and should therefore be considered in future clinical trials.
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47
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Umeda T, Koizumi M, Fukai S, Miyaji N, Motegi K, Nakazawa S, Takiguchi T. Evaluation of bone metastatic burden by bone SPECT/CT in metastatic prostate cancer patients: defining threshold value for total bone uptake and assessment in radium-223 treated patients. Ann Nucl Med 2017; 32:105-113. [PMID: 29243019 PMCID: PMC5797193 DOI: 10.1007/s12149-017-1224-x] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 12/05/2017] [Indexed: 11/29/2022]
Abstract
Objectives To establish a new three-dimensional quantitative evaluation method for bone metastasis, we applied bone single photon emission tomography with computed tomography (SPECT/CT). The total bone uptake (TBU), which measures active bone metastatic burden, was calculated as the sum of [mean uptake obtained as standardized uptake value (SUV) above a cut-off level] × (the volume of the lesion) in the trunk using bone SPECT/CT. We studied the threshold value and utility of TBU in prostate cancer patients treated with radium-223 (Ra-223) therapy. Methods To establish the threshold value of TBU, we compared bone metastatic and non-metastatic regions in 61 prostate cancer patients with bone metastasis and 69 without. Five fixed sites in each patient were selected as evaluation points and divided into bone metastatic and non-metastatic sites. Sensitivity and specificity analysis was applied to establish the threshold level. Using the obtained threshold value, we then calculated the TBU in nine prostate cancer patients who received Ra-223 therapy, and compared the results with the bone scan index (BSI) by BONENAVI® and visual evaluation of bone scintigraphy. Results Uptake was significantly lower in non-metastatic sites in patients with bone metastasis than in patients without metastasis. Sensitivity and specificity analysis revealed SUV = 7.0 as the threshold level. There was a discrepancy between TBU and BSI change in two of the nine patients, in whom TBU change correlated with visual judgement, but BSI change did not. In two patients, BSI was nearly 0 throughout the course, but the TBU was positive and changed, although the change was not large. These results suggest that TBU may be more accurate and sensitive than BSI for quantitative evaluation of active bone metastatic burden. Conclusion We established a threshold value (SUV > 7.0) for three-dimensional TBU for evaluating active bone metastatic burden in prostate cancer patients using bone SPECT/CT. Despite the small number of patients, we expect the change in TBU could be more accurate and sensitive than the change in BSI among patients who received Ra-223.
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Affiliation(s)
- Takuro Umeda
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan
| | - Mitsuru Koizumi
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan.
| | - Shohei Fukai
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan
| | - Noriaki Miyaji
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan
| | - Kazuki Motegi
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan
| | - Shuto Nakazawa
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan
| | - Tomohiro Takiguchi
- Department of Nuclear Medicine, Cancer Institute Hospital, 3-8-11 Ariake, Koto-ku, Tokyo, 135-8550, Japan
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Kuji I, Yamane T, Seto A, Yasumizu Y, Shirotake S, Oyama M. Skeletal standardized uptake values obtained by quantitative SPECT/CT as an osteoblastic biomarker for the discrimination of active bone metastasis in prostate cancer. Eur J Hybrid Imaging 2017; 1:2. [PMID: 29782587 PMCID: PMC5954671 DOI: 10.1186/s41824-017-0006-y] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Accepted: 09/01/2017] [Indexed: 11/18/2022] Open
Abstract
Purpose To investigate the improvement of prognostication of active bone metastatic burden by discriminating bone metastases from degenerative changes in hot foci, using skeletal standardized uptake values (SUVs) by quantitative bone single photon emission tomography/computed tomography (SPECT/CT) in patients with prostate cancer. Methods We investigated 170 patients with prostate cancer who underwent skeletal quantitative SPECT/CT using 99mTc-methylene-diphosphonate (MDP), through conjugate gradient reconstruction with tissue zoning, attenuation, and scatter corrections applied, called as CGZAS reconstruction, in a retrospective cohort study. The maximum, peak, and average SUVs (SUVmax, SUVpeak, and SUVave, respectively) were obtained for visually normal thoracic (T; n = 100) and lumbar (L; n = 140) vertebral bodies as controls, as well as for bone metastases (n = 126) and degenerative changes (n = 114) as hot foci. They were also correlated with age, body-weight, height, biochemistry data, and extent of disease (EOD). Discrimination accuracy of the SUVs for bone metastases in hot foci was evaluated by a patient-based and lesion-based receiver-operator characteristic curve (ROC) analysis. Results The skeletal SUVmax was 7.58 ± 2.42 for T, 8.12 ± 12.24 for L, 16.73 ± 6.74 for degenerative changes, and 40.90 ± 33.46 for bone metastases. The SUVs of the bone metastasis group were significantly (p < 0.001) greater than of the other three groups. With disease extent, serum alkaline phosphatase and prostate specific antigen were increased, while SUVs for bone metastases were decreased in EOD grade 4. In ROC analyses for bone metastases by skeletal SUVs demonstrating the diagnostic accuracy of skeletal SUVs for discriminating bone metastasis from degenerative changes in hot foci, area under curves were 0.840, 0.817, and 0.845 in patient-based mode, and 0.932, 0.920, and 0.930 in lesion-based mode. Conclusions The skeletal SUVs by 99mTc-MDP SPECT/CT for active bone metastases were greater than those for degenerative changes in patients with prostate cancer, with a feasible discrimination accuracy in the hot foci. Therefore, skeletal SUVs, especially SUVmax, in quantitative bone SPECT/CT may be helpful indices for the prognostication of bone metastatic burden, improving discrimination of active bone osteoblastic metastases in patients with prostate cancer from frequently coexisting degenerative changes.
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Affiliation(s)
- Ichiei Kuji
- 1Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298 Japan
| | - Tomohiko Yamane
- 1Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298 Japan
| | - Akira Seto
- 1Department of Nuclear Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298 Japan
| | - Yota Yasumizu
- 2Department of Uro-Oncology, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298 Japan
| | - Suguru Shirotake
- 2Department of Uro-Oncology, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298 Japan
| | - Masafumi Oyama
- 2Department of Uro-Oncology, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298 Japan
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Zang S, Shao G, Cui C, Li TN, Huang Y, Yao X, Fan Q, Chen Z, Du J, Jia R, Sun H, Hua Z, Tang J, Wang F. 68Ga-PSMA-11 PET/CT for prostate cancer staging and risk stratification in Chinese patients. Oncotarget 2017; 8:12247-12258. [PMID: 28103574 PMCID: PMC5355341 DOI: 10.18632/oncotarget.14691] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 12/27/2016] [Indexed: 11/25/2022] Open
Abstract
We evaluated the clinical utility of 68Ga-PSMA-11 PET/CT for staging and risk stratification of treatment-naïve prostate cancer (PCa) and metastatic castrate-resistant prostate cancer (mCRPC). Twenty-two consecutive patients with treatment-naïve PCa and 18 with mCRPC were enrolled. 68Ga-PSMA-11 PET/CT and magnetic resonance imaging (MRI) were performed for the evaluation of primary prostatic lesions, and bone scans were used for evaluation bone metastasis. Among the 40 patients, 37 (92.5% [22 treatment-naïve PCa, 15 mCRPC]) showed PSMA-avid lesions on 68Ga-PSMA-11 images. Only 3 patients with stable mCRPC after chemotherapy were negative for PSMA. The sensitivity, specificity and accuracy of 68Ga-PSMA-11 imaging were 97.3%, 100.0% and 97.5%, respectively. The maximum standardized uptake (SUVmax) of prostatic lesions was 17.09 ± 11.08 and 13.33 ± 12.31 in treatment-naïve PCa and mCRPC, respectively. 68Ga-PSMA-11 revealed 105 metastatic lymph nodes in 15 patients; the SUVmax was 16.85 ± 9.70 and 7.54 ± 5.20 in treatment-naïve PCa and mCRPC, respectively. 68Ga-PSMA-11 PET/CT also newly detected visceral metastasis in 9 patients (22.5%) and bone metastasis in 29 patients (72.5%). 68Ga-PSMA-11 PET/CT exhibits potential for staging and risk stratification in naïve PCa, as well as improved sensitivity for detection of lymph node and remote metastasis.
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Affiliation(s)
- Shiming Zang
- Department of Nuclear Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Guoqiang Shao
- Department of Nuclear Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Can Cui
- Department of Nuclear Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Tian-Nv Li
- Department of Nuclear Medicine, PET Centre, No. 1 Hospital Affiliated to Nanjing Medical University, Nanjing 210029, China
| | - Yue Huang
- Department of Pathology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Xiaochen Yao
- Department of Nuclear Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Qiu Fan
- Department of Nuclear Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Zejun Chen
- Department of Nuclear Medicine, The Affiliated Jiangyin Hospital of Southeast University Medical College, Jiangyin 214400, China
| | - Jin Du
- Department of Technology Development, China Isotope Radiation Corporation, No. 1 Nansixiang, Sanlihe, West District, Beijing 100045, China
| | - Ruipeng Jia
- Department of Urology, Nanjing Medical University, Nanjing 210006, China
| | - Hongbin Sun
- Department of Urology, Nanjing Medical University, Nanjing 210006, China
| | - Zichun Hua
- The State Key Laboratory of Pharmaceutical Biotechnology, Department of Biochemistry, College of Life Sciences, Nanjing University, Nanjing 210006, China
| | - Jun Tang
- Department of Nuclear Medicine, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | - Feng Wang
- Department of Nuclear Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
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Harmon SA, Perk T, Lin C, Eickhoff J, Choyke PL, Dahut WL, Apolo AB, Humm JL, Larson SM, Morris MJ, Liu G, Jeraj R. Quantitative Assessment of Early [ 18F]Sodium Fluoride Positron Emission Tomography/Computed Tomography Response to Treatment in Men With Metastatic Prostate Cancer to Bone. J Clin Oncol 2017; 35:2829-2837. [PMID: 28654366 DOI: 10.1200/jco.2017.72.2348] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Purpose [18F]Sodium fluoride (NaF) positron emission tomography (PET)/computed tomography (CT) is a promising radiotracer for quantitative assessment of bone metastases. This study assesses changes in early NaF PET/CT response measures in metastatic prostate cancer for correlation to clinical outcomes. Patients and Methods Fifty-six patients with metastatic castration-resistant prostate cancer (mCRPC) with osseous metastases had NaF PET/CT scans performed at baseline and after three cycles of chemotherapy (n = 16) or androgen receptor pathway inhibitors (n = 40). A novel technology, Quantitative Total Bone Imaging, was used for analysis. Global imaging metrics, including maximum standardized uptake value (SUVmax) and total functional burden (SUVtotal), were extracted from composite lesion-level statistics for each patient and tracked throughout treatment. Progression-free survival (PFS) was calculated as a composite end point of progressive events using conventional imaging and/or physician discretion of clinical benefit; NaF imaging was not used for clinical evaluation. Cox proportional hazards regression analyses were conducted between imaging metrics and PFS. Results Functional burden (SUVtotal) assessed midtreatment was the strongest univariable PFS predictor (hazard ratio, 1.97; 95% CI, 1.44 to 2.71; P < .001). Classification of patients based on changes in functional burden showed stronger correlation to PFS than did the change in number of lesions. Various global imaging metrics outperformed baseline clinical markers in predicting outcome, including SUVtotal and SUVmean. No differences in imaging response or PFS correlates were found for different treatment cohorts. Conclusion Quantitative total bone imaging enables comprehensive disease quantification on NaF PET/CT imaging, showing strong correlation to clinical outcomes. Total functional burden assessed after three cycles of hormonal therapy or chemotherapy was predictive of PFS for men with mCRPC. This supports ongoing development of NaF PET/CT-based imaging biomarkers in mCRPC to bone.
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Affiliation(s)
- Stephanie A Harmon
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Timothy Perk
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Christie Lin
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Jens Eickhoff
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Peter L Choyke
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - William L Dahut
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Andrea B Apolo
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - John L Humm
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Steven M Larson
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Michael J Morris
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Glenn Liu
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
| | - Robert Jeraj
- Stephanie A. Harmon, Timothy Perk, Christie Lin, Jens Eickhoff, Glenn Liu, and Robert Jeraj, University of Wisconsin-Madison; Glenn Liu and Robert Jeraj, Prostate Cancer Clinical Trials Consortium, Madison, WI; Peter L. Choyke, William L. Dahut, and Andrea B. Apolo, National Cancer Institute, Bethesda, MD; John L. Humm, Steven M. Larson, and Michael J. Morris, Memorial Sloan Kettering Cancer Center; and Steven M. Larson and Michael J. Morris, Prostate Cancer Clinical Trials Consortium, New York, NY
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