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Paindelli C, Parietti V, Barrios S, Shepherd P, Pan T, Wang WL, Satcher RL, Logothetis CJ, Navone N, Campbell MT, Mikos AG, Dondossola E. Bone mimetic environments support engineering, propagation, and analysis of therapeutic response of patient-derived cells, ex vivo and in vivo. Acta Biomater 2024; 178:83-92. [PMID: 38387748 DOI: 10.1016/j.actbio.2024.02.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 01/22/2024] [Accepted: 02/15/2024] [Indexed: 02/24/2024]
Abstract
Bone metastases are the most common milestone in the lethal progression of prostate cancer and prominent in a substantial portion of renal malignancies. Interactions between cancer and bone host cells have emerged as drivers of both disease progression and therapeutic resistance. To best understand these central host-epithelial cell interactions, biologically relevant preclinical models are required. To achieve this goal, we here established and characterized tissue-engineered bone mimetic environments (BME) capable of supporting the growth of patient-derived xenograft (PDX) cells, ex vivo and in vivo. The BME consisted of a polycaprolactone (PCL) scaffold colonized by human mesenchymal stem cells (hMSCs) differentiated into osteoblasts. PDX-derived cells were isolated from bone metastatic prostate or renal tumors, engineered to express GFP or luciferase and seeded onto the BMEs. BMEs supported the growth and therapy response of PDX-derived cells, ex vivo. Additionally, BMEs survived after in vivo implantation and further sustained the growth of PDX-derived cells, their serial transplant, and their application to study the response to treatment. Taken together, this demonstrates the utility of BMEs in combination with patient-derived cells, both ex vivo and in vivo. STATEMENT OF SIGNIFICANCE: Our tissue-engineered BME supported the growth of patient-derived cells and proved useful to monitor the therapy response, both ex vivo and in vivo. This approach has the potential to enable co-clinical strategies to monitor bone metastatic tumor progression and therapy response, including identification and prioritization of new targets for patient treatment.
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Affiliation(s)
- Claudia Paindelli
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Vanessa Parietti
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Sergio Barrios
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States; Rice University, Department of Bioengineering, Houston, TX, 77030, United States
| | - Peter Shepherd
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Tianhong Pan
- Department of Orthopaedic Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Wei-Lien Wang
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Robert L Satcher
- Department of Orthopaedic Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Christopher J Logothetis
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Nora Navone
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Matthew T Campbell
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States
| | - Antonios G Mikos
- Rice University, Department of Bioengineering, Houston, TX, 77030, United States
| | - Eleonora Dondossola
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, United States.
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Parker C, Tunariu N, Tovey H, Alonzi R, Blackledge MD, Cook GJR, Chua S, Du Y, Hafeez S, Murray I, Padhani AR, Staffurth J, Tree A, Stidwill H, Finch J, Curcean A, Chatfield P, Perry S, Koh DM, Hall E. Radium-223 in metastatic castration-resistant prostate cancer: whole-body diffusion-weighted magnetic resonance imaging scanning to assess response. JNCI Cancer Spectr 2023; 7:pkad077. [PMID: 37788117 PMCID: PMC10640884 DOI: 10.1093/jncics/pkad077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 07/10/2023] [Accepted: 07/17/2023] [Indexed: 10/05/2023] Open
Abstract
BACKGROUND Radium-223 is a bone-seeking, ɑ-emitting radionuclide used to treat men with bone metastases from castration-resistant prostate cancer. Sclerotic bone lesions cannot be evaluated using Response Evaluation Criteria in Solid Tumors. Therefore, imaging response biomarkers are needed. METHODS We conducted a phase 2 randomized trial to assess disease response to radium-223. Men with metastatic castration-resistant prostate cancer and bone metastases were randomly allocated to 55 or 88 kBq/kg radium-223 every 4 weeks for 6 cycles. Whole-body diffusion-weighted magnetic resonance imaging (DWI) was performed at baseline, at cycles 2 and 4, and after treatment. The primary endpoint was defined as a 30% increase in global median apparent diffusion coefficient. RESULTS Disease response on DWI was seen in 14 of 36 evaluable patients (39%; 95% confidence interval = 23% to 56%), with marked interpatient and intrapatient heterogeneity of response. There was an association between prostate-specific antigen response and MRI response (odds ratio = 18.5, 95% confidence interval = 1.32 to 258, P = .013). Mean administered activity of radium-223 per cycle was not associated with global MRI response (P = .216) but was associated with DWI response using a 5-target-lesion evaluation (P = .007). In 26 of 36 (72%) patients, new bone metastases, not present at baseline, were seen on DWI scans during radium-223 treatment. CONCLUSIONS DWI is useful for assessment of disease response in bone. Response to radium-223 is heterogeneous, both between patients and between different metastases in the same patient. New bone metastases appear during radium-223 treatment.The REASURE trial is registered under ISRCTN17805587.
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Affiliation(s)
- Chris Parker
- The Royal Marsden NHS Foundation Trust, London, UK
- The Institute of Cancer Research, London, UK
| | - Nina Tunariu
- The Royal Marsden NHS Foundation Trust, London, UK
- The Institute of Cancer Research, London, UK
| | - Holly Tovey
- The Institute of Cancer Research, London, UK
| | | | | | - Gary J R Cook
- Cancer Imaging Department and King’s College London and Guy’s and St Thomas’ PET Centre, King’s College London, London, UK
| | - Sue Chua
- The Royal Marsden NHS Foundation Trust, London, UK
| | - Yong Du
- The Royal Marsden NHS Foundation Trust, London, UK
| | - Shaista Hafeez
- The Royal Marsden NHS Foundation Trust, London, UK
- The Institute of Cancer Research, London, UK
| | - Iain Murray
- The Royal Marsden NHS Foundation Trust, London, UK
| | - Anwar R Padhani
- Paul Strickland Scanner Centre, Mount Vernon Cancer Centre, Northwood, UK
| | | | - Alison Tree
- The Royal Marsden NHS Foundation Trust, London, UK
- The Institute of Cancer Research, London, UK
| | | | | | - Andra Curcean
- The Royal Marsden NHS Foundation Trust, London, UK
- The Institute of Cancer Research, London, UK
| | | | | | - Dow-Mu Koh
- The Royal Marsden NHS Foundation Trust, London, UK
- The Institute of Cancer Research, London, UK
| | - Emma Hall
- The Institute of Cancer Research, London, UK
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3
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Sidhu A, Khan N, Phillips C, Briones J, Kapoor A, Zalewski P, Fleshner NE, Chow E, Emmenegger U. Prevalence and Prognostic Implications of PSA Flares during Radium-223 Treatment among Men with Metastatic Castration Resistant Prostate Cancer. J Clin Med 2023; 12:5604. [PMID: 37685670 PMCID: PMC10488545 DOI: 10.3390/jcm12175604] [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: 07/19/2023] [Revised: 08/16/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
Radium-223 (Ra233) prolongs the survival of men with symptomatic bone-predominant metastatic castration-resistant prostate cancer (mCRPC). However, prostate-specific antigen (PSA) response patterns are not closely associated with Ra223 therapy outcomes. Herein, we sought to analyze the impact of Ra223-induced PSA flares on patient outcome. Using a retrospective cohort study of Ra223 treatment in four Ontario/Canada cancer centres, we identified 134 patients grouped into sub-cohorts according to distinct PSA response patterns: (i) initial PSA flare followed by eventual PSA decline; (ii) PSA response (≥30% PSA decrease within 12 weeks of treatment); and (iii) PSA non-response. We analyzed patient characteristics and outcome measures, including overall survival (OS), using the Kaplan-Meier method and log-rank testing. PSA flares were observed in 27 (20.2%), PSA responses in 11 (8.2%), and PSA non-responses in 96 (71.6%) patients. Amongst PSA flare patients, 12 presented with post-flare PSA decreases below baseline and 15 with PSA decreases below the flare peak but above baseline. Although only six flare patients achieved ≥30% PSA decreases below baseline, the median OS of all flare patients (16.8 months, 95% CI 14.9-18.7) was comparable to that of PSA responders and non-responders (p = 0.349). In summary, around 20% of mCRPC patients experience Ra223-induced PSA flares, whose outcome is similar to that of men with or without PSA responses. Further studies are needed regarding suitable biochemical surrogate markers of response to Ra223.
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Affiliation(s)
- Amanjot Sidhu
- Sunnybrook Odette Cancer Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (N.K.); (C.P.); (J.B.); (E.C.)
| | - Nabeeha Khan
- Sunnybrook Odette Cancer Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (N.K.); (C.P.); (J.B.); (E.C.)
| | - Cameron Phillips
- Sunnybrook Odette Cancer Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (N.K.); (C.P.); (J.B.); (E.C.)
| | - Juan Briones
- Sunnybrook Odette Cancer Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (N.K.); (C.P.); (J.B.); (E.C.)
| | - Anil Kapoor
- Juravinski Cancer Centre, Hamilton, ON L8V 5C2, Canada;
| | - Pawel Zalewski
- Durham Regional Cancer Centre, Oshawa, ON L1G 2B9, Canada;
| | | | - Edward Chow
- Sunnybrook Odette Cancer Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (N.K.); (C.P.); (J.B.); (E.C.)
| | - Urban Emmenegger
- Sunnybrook Odette Cancer Centre, Toronto, ON M4N 3M5, Canada; (A.S.); (N.K.); (C.P.); (J.B.); (E.C.)
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Yoshida S, Takahara T, Arita Y, Ito M, Hayakawa S, Oguchi T, Komai Y, Numao N, Yuasa T, Inoue M, Ushijima H, Kudo S, Shimano Y, Nakamura Y, Uchida Y, Uehara S, Tanaka H, Yaegashi H, Izumi K, Yokoyama M, Matsuoka Y, Yoshioka Y, Konishi K, Nakanishi K, Nagahara A, Hirakawa A, Koike R, Koga F, Nishimura K, Mizokami A, Yonese J, Kageyama Y, Yoshimura R, Fujii Y. A phase II randomized trial of metastasis-directed therapy with alpha emitter radium-223 in men with oligometastatic castration-resistant prostate cancer (MEDAL). BMC Urol 2023; 23:33. [PMID: 36879257 PMCID: PMC9987040 DOI: 10.1186/s12894-023-01202-z] [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: 11/23/2021] [Accepted: 02/20/2023] [Indexed: 03/08/2023] Open
Abstract
BACKGROUND The significance of metastasis-directed therapy for oligometastatic prostate cancer has been widely discussed, and targeted therapy for progressive sites is a feasible option as a multidisciplinary treatment for castration-resistant prostate cancer (CRPC). When oligometastatic CRPC with only bone metastases progresses after targeted therapy, it tends to progress as multiple bone metastases. The progression of oligometastatic CRPC after targeted therapy may be due in part to the presence of micrometastatic lesions that, though undetected on imaging, were present prior to targeted therapy. Thus the systemic treatment of micrometastases in combination with targeted therapy for progressive sites is expected to enhance the therapeutic effect. Radium-223 dichloride (radium-223) is a radiopharmaceutical that selectively binds to sites of increased bone turnover and inhibits the growth of adjacent tumor cells by emitting alpha rays. Therefore, for oligometastatic CRPC with only bone metastases, radium-223 may enhance the therapeutic effect of radiotherapy for active metastases. METHODS This phase II, randomized trial of Metastasis-Directed therapy with ALpha emitter radium-223 in men with oligometastatic CRPC (MEDAL) is designed to assess the utility of radium-223 in combination with metastasis-directed radiotherapy in patients with oligometastatic CRPC confined to bone. In this trial, patients with oligometastatic CRPC with three or fewer bone metastases on whole-body MRI with diffusion-weighted MRI (WB-DWI) will be randomized in a 1:1 ratio to receive radiotherapy for active metastases plus radium-223 or radiotherapy for active metastases alone. The prior use of androgen receptor axis-targeted therapy and prostate-specific antigen doubling time will be used as allocation factors. The primary endpoint will be radiological progression-free survival against progression of bone metastases on WB-DWI. DISCUSSION This will be the first randomized trial to evaluate the effect of radium-223 in combination with targeted therapy in oligometastatic CRPC patients. The combination of targeted therapy for macroscopic metastases with radiopharmaceuticals targeting micrometastasis is expected to be a promising new therapeutic strategy for patients with oligometastatic CRPC confined to bone. Trial registration Japan Registry of Clinical Trials (jRCT) (jRCTs031200358); Registered on March 1, 2021, https://jrct.niph.go.jp/latest-detail/jRCTs031200358.
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Affiliation(s)
- Soichiro Yoshida
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan.
| | - Taro Takahara
- Department of Biomedical Engineering, Tokai University School of Engineering, Kanagawa, Japan.,Department of Radiology, Advanced Imaging Center, Yaesu Clinic, Tokyo, Japan
| | - Yuki Arita
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Masaya Ito
- Department of Urology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Sara Hayakawa
- Department of Radiation Oncology, Department of Radiology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Tomohiko Oguchi
- Department of Genitourinary Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yoshinobu Komai
- Department of Genitourinary Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Noboru Numao
- Department of Genitourinary Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Takeshi Yuasa
- Department of Genitourinary Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Masaharu Inoue
- Department of Urology, Saitama Cancer Center, Saitama, Japan
| | - Hiroki Ushijima
- Department of Radiation Oncology, Saitama Cancer Center, Saitama, Japan
| | - Shigehiro Kudo
- Department of Radiation Oncology, Saitama Cancer Center, Saitama, Japan
| | - Yasumasa Shimano
- Department of Radiation Oncology, Saitama Cancer Center, Saitama, Japan
| | - Yuki Nakamura
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Yusuke Uchida
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Sho Uehara
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Hajime Tanaka
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Hiroshi Yaegashi
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, Ishikawa, Japan
| | - Kouji Izumi
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, Ishikawa, Japan
| | - Minato Yokoyama
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Yoh Matsuoka
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
| | - Yasuo Yoshioka
- Radiation Oncology Department, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Koji Konishi
- Department of Radiation Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Katsuyuki Nakanishi
- Department of Diagnostic and Interventional Radiology, Osaka International Cancer Institute, Osaka, Japan
| | - Akira Nagahara
- Department of Urology, Osaka International Cancer Institute, Osaka, Japan
| | - Akihiro Hirakawa
- Department of Clinical Biostatistics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ryuji Koike
- Department of Medical Innovation Promotion Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Fumitaka Koga
- Department of Urology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Kazuo Nishimura
- Department of Urology, Osaka International Cancer Institute, Osaka, Japan
| | - Atsushi Mizokami
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, Ishikawa, Japan
| | - Junji Yonese
- Department of Genitourinary Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yukio Kageyama
- Department of Urology, Saitama Cancer Center, Saitama, Japan
| | - Ryoichi Yoshimura
- Department of Radiation Therapeutics and Oncology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yasuhisa Fujii
- Department of Urology, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8510, Japan
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Parlani M, Boccalatte F, Yeaton A, Wang F, Zhang J, Aifantis I, Dondossola E. 223Ra Induces Transient Functional Bone Marrow Toxicity. J Nucl Med 2022; 63:1544-1550. [PMID: 35177425 PMCID: PMC9536707 DOI: 10.2967/jnumed.121.263310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 02/10/2022] [Indexed: 11/16/2022] Open
Abstract
223Ra is a bone-seeking, α-particle-emitting radionuclide approved for the treatment of patients with metastatic prostate cancer and is currently being tested in a variety of clinical trials for primary and metastatic cancers to bone. Clinical evaluation of 223Ra hematologic safety showed a significantly increased rate of neutropenia and thrombocytopenia in patients, hinting at myelosuppression as a side effect. Methods: In this study, we investigated the consequences of 223Ra treatment on bone marrow biology by combining flow cytometry, single-cell RNA sequencing, three-dimensional multiphoton microscopy and bone marrow transplantation analyses. Results: 223Ra accumulated in bones and induced zonal radiation damage confined to the bone interface, followed by replacement of the impaired areas with adipocyte infiltration, as monitored by 3-dimensional multiphoton microscopy ex vivo. Flow cytometry and single-cell transcriptomic analyses on bone marrow hematopoietic populations revealed transient, nonspecific 223Ra-mediated cytotoxicity on resident populations, including stem, progenitor, and mature leukocytes. This toxicity was paralleled by a significant decrease in white blood cells and platelets in peripheral blood-an effect that was overcome within 40 d after treatment. 223Ra exposure did not impair full hematopoietic reconstitution, suggesting that bone marrow function is not permanently hampered. Conclusion: Our results provide a comprehensive explanation of 223Ra reversible effects on bone marrow cells and exclude long-term myelotoxicity, supporting safety for patients.
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Affiliation(s)
- Maria Parlani
- Genitourinary Medical Oncology Department and David H. Koch Center for Applied Research of Genitourinary Cancers, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Francesco Boccalatte
- Department of Pathology and Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, New York; and
| | - Anna Yeaton
- Department of Pathology and Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, New York; and
| | - Feng Wang
- Department of Genomic Medicine, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Jianhua Zhang
- Department of Genomic Medicine, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Iannis Aifantis
- Department of Pathology and Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, New York; and
| | - Eleonora Dondossola
- Genitourinary Medical Oncology Department and David H. Koch Center for Applied Research of Genitourinary Cancers, University of Texas M.D. Anderson Cancer Center, Houston, Texas;
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7
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Paindelli C, Casarin S, Wang F, Diaz-Gomez L, Zhang J, Mikos AG, Logothetis CJ, Friedl P, Dondossola E. Enhancing 223Ra Treatment Efficacy by Anti- β1 Integrin Targeting. J Nucl Med 2022; 63:1039-1045. [PMID: 34711616 PMCID: PMC9258579 DOI: 10.2967/jnumed.121.262743] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/15/2021] [Indexed: 01/03/2023] Open
Abstract
223Ra is an α-emitter approved for the treatment of bone metastatic prostate cancer (PCa), which exerts direct cytotoxicity toward PCa cells near the bone interface, whereas cells positioned in the core respond poorly because of short α-particle penetrance. β1 integrin (β1I) interference has been shown to increase radiosensitivity and significantly enhance external-beam radiation efficiency. We hypothesized that targeting β1I would improve 223Ra outcome. Methods: We tested the effect of combining 223Ra and anti-β1I antibody treatment in PC3 and C4-2B PCa cell models expressing high and low β1I levels, respectively. In vivo tumor growth was evaluated through bioluminescence. Cellular and molecular determinants of response were analyzed by ex vivo 3-dimensional imaging of bone lesions and by proteomic analysis and were further confirmed by computational modeling and in vitro functional analysis in tissue-engineered bone mimetic systems. Results: Interference with β1I combined with 223Ra reduced PC3 cell growth in bone and significantly improved overall mouse survival, whereas no change was achieved in C4-2B tumors. Anti-β1I treatment decreased the PC3 tumor cell mitosis index and spatially expanded 223Ra lethal effects 2-fold, in vivo and in silico. Regression was paralleled by decreased expression of radioresistance mediators. Conclusion: Targeting β1I significantly improves 223Ra outcome and points toward combinatorial application in PCa tumors with high β1I expression.
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Affiliation(s)
- Claudia Paindelli
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, University of Texas M.D. Anderson Cancer Center, Houston, Texas
- Department of Cell Biology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Stefano Casarin
- Center for Computational Surgery, Department of Surgery and Houston Methodist Academic Institute, Houston Methodist Research Institute, Houston, Texas
| | - Feng Wang
- Department of Genomic Medicine, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Luis Diaz-Gomez
- Department of Bioengineering, Rice University, Houston, Texas; and
| | - Jianhua Zhang
- Department of Genomic Medicine, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Antonios G Mikos
- Department of Bioengineering, Rice University, Houston, Texas; and
| | - Christopher J Logothetis
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Peter Friedl
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, University of Texas M.D. Anderson Cancer Center, Houston, Texas
- Department of Cell Biology, Radboud University Medical Center, Nijmegen, The Netherlands
- Cancer Genomics Centre, Utrecht, The Netherlands
| | - Eleonora Dondossola
- Department of Genitourinary Medical Oncology and David H. Koch Center for Applied Research of Genitourinary Cancers, University of Texas M.D. Anderson Cancer Center, Houston, Texas;
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Corti A, Colombo M, Migliavacca F, Rodriguez Matas JF, Casarin S, Chiastra C. Multiscale Computational Modeling of Vascular Adaptation: A Systems Biology Approach Using Agent-Based Models. Front Bioeng Biotechnol 2021; 9:744560. [PMID: 34796166 PMCID: PMC8593007 DOI: 10.3389/fbioe.2021.744560] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 10/04/2021] [Indexed: 12/20/2022] Open
Abstract
The widespread incidence of cardiovascular diseases and associated mortality and morbidity, along with the advent of powerful computational resources, have fostered an extensive research in computational modeling of vascular pathophysiology field and promoted in-silico models as a support for biomedical research. Given the multiscale nature of biological systems, the integration of phenomena at different spatial and temporal scales has emerged to be essential in capturing mechanobiological mechanisms underlying vascular adaptation processes. In this regard, agent-based models have demonstrated to successfully embed the systems biology principles and capture the emergent behavior of cellular systems under different pathophysiological conditions. Furthermore, through their modular structure, agent-based models are suitable to be integrated with continuum-based models within a multiscale framework that can link the molecular pathways to the cell and tissue levels. This can allow improving existing therapies and/or developing new therapeutic strategies. The present review examines the multiscale computational frameworks of vascular adaptation with an emphasis on the integration of agent-based approaches with continuum models to describe vascular pathophysiology in a systems biology perspective. The state-of-the-art highlights the current gaps and limitations in the field, thus shedding light on new areas to be explored that may become the future research focus. The inclusion of molecular intracellular pathways (e.g., genomics or proteomics) within the multiscale agent-based modeling frameworks will certainly provide a great contribution to the promising personalized medicine. Efforts will be also needed to address the challenges encountered for the verification, uncertainty quantification, calibration and validation of these multiscale frameworks.
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Affiliation(s)
- Anna Corti
- Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Monika Colombo
- Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy.,Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Switzerland
| | - Francesco Migliavacca
- Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Jose Felix Rodriguez Matas
- Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Stefano Casarin
- Department of Surgery, Houston Methodist Hospital, Houston, TX, United States.,Center for Computational Surgery, Houston Methodist Research Institute, Houston, TX, United States.,Houston Methodist Academic Institute, Houston, TX, United States
| | - Claudio Chiastra
- Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy.,PoliToMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
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9
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Ito H, Yaegashi H, Okada Y, Shimada T, Yamaoka T, Okubo K, Sakamoto T, Mizokami A. Risk Scoring System for Ra-223 Discontinuation and Its Effect on Prognosis: A Retrospective Study. CANCER DIAGNOSIS & PROGNOSIS 2021; 1:323-330. [PMID: 35403141 PMCID: PMC8988948 DOI: 10.21873/cdp.10043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 06/24/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND/AIM Radium-223 therapy prolongs overall survival in castration-resistant prostate cancer (CRPC) patients with bone metastasis. Patients who are unable to complete six courses of radium-223 therapy reportedly have a poor prognosis. This study aimed to develop a risk score using the discontinuation factors of the above therapy modality. PATIENTS AND METHODS Seventy patients who received radium-223 therapy for metastatic CRPC at two Japanese Institutions were evaluated. Univariate and multivariate analyses were performed to identify the discontinuation factors and determine the risk scores. RESULTS The median survival time was 24.3 and 9.5 months in patients who did and did not complete the therapy, respectively. Multivariate analysis revealed haemoglobin and prostate-specific antigen as key factors. A risk score was developed using these factors, and patients were stratified into three groups. The discontinuation rate and survival after radium-223 therapy were significantly different. CONCLUSION Our risk score may help evaluate the suitability of radium-223 in CRPC patients.
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Affiliation(s)
- Hitoshi Ito
- Department of Radiation Oncology, Kyoto Katsura Hospital, Kyoto, Japan
| | - Hiroshi Yaegashi
- Department of Integrative Cancer Therapy and Urology, Kanazawa University,Graduate School of Medical Science, Kanazawa, Japan
| | | | - Takafumi Shimada
- Department of Integrative Cancer Therapy and Urology, Kanazawa University,Graduate School of Medical Science, Kanazawa, Japan
| | - Toshihide Yamaoka
- Department of Diagnostic Imaging & Interventional Radiology, Kyoto Katsura Hospital, Kyoto, Japan
| | | | - Takashi Sakamoto
- Department of Radiation Oncology, Kyoto Katsura Hospital, Kyoto, Japan
| | - Atsushi Mizokami
- Department of Integrative Cancer Therapy and Urology, Kanazawa University,Graduate School of Medical Science, Kanazawa, Japan
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10
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Leung CN, Howell DM, Howell RW. Radium-223 dichloride causes transient changes in natural killer cell population and cytotoxic function. Int J Radiat Biol 2021; 97:1417-1424. [PMID: 34264175 DOI: 10.1080/09553002.2021.1956002] [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: 10/20/2022]
Abstract
RATIONALE Natural killer (NK) cells play an important role in both the innate and adaptive arms of the immune system. While previous studies have demonstrated the effects of ionizing radiation on cytotoxic function of NK cells, little is known about how a chronic exposure to high LET alpha particles emitted by radionuclides will affect both NK population size and function. This study was conducted to determine the effects of 223RaCl2 on splenic NK cell population size and function in Swiss Webster mice. METHODS Swiss Webster mice were administered intravenously with 0, 50, or 600 kBq/kg 223RaCl2. Spleens were harvested at 5, 12, and 19 days post-administration. The numbers of splenocytes per spleen were enumerated and flow cytometry was used to assess changes in the distribution of splenocyte subpopulations of B, CD4 and CD8 T lymphocytes, and NK cells. NK functional activity was quantified using YAC-1 target cells and the 51Cr-release assay. RESULTS The total number of splenocytes was unaffected by 223RaCl2. However, significant changes in the distribution of splenocyte subpopulations were observed for NK cells and CD8 T lymphocytes. NK functional activity was enhanced substantially relative to controls at 12 days post-administration, but decreased markedly by day 19. CONCLUSION NK functional activity is both diminished and enhanced by 223RaCl2 depending on both administered activity and time post-administration. These results suggest that there may be an optimum window of time to combine the 223RaCl2-induced antitumor NK cell response with other cancer therapies that elicit immune activation.
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Affiliation(s)
- Calvin N Leung
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Donna M Howell
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA.,Department of Natural Sciences, Middlesex College, Edison, NJ, USA
| | - Roger W Howell
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA
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11
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Rajon DA, Canter BS, Leung CN, Bäck TA, Fritton JC, Azzam EI, Howell RW. Modeling bystander effects that cause growth delay of breast cancer xenografts in bone marrow of mice treated with radium-223. Int J Radiat Biol 2021; 97:1217-1228. [PMID: 34232830 DOI: 10.1080/09553002.2021.1951392] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
RATIONALE The role of radiation-induced bystander effects in cancer therapy with alpha-particle emitting radiopharmaceuticals remains unclear. With renewed interest in using alpha-particle emitters to sterilize disseminated tumor cells, micrometastases, and tumors, a better understanding of the direct effects of alpha particles and the contribution of the bystander responses they induce is needed to refine dosimetric models that help predict clinical benefit. Accordingly, this work models and quantifies the relative importance of direct effects (DE) and bystander effects (BE) in the growth delay of human breast cancer xenografts observed previously in the tibiae of mice treated with 223RaCl2. METHODS A computational model of MDA-MB-231 and MCF-7 human breast cancer xenografts in the tibial bone marrow of mice administered 223RaCl2 was created. A Monte Carlo radiation transport simulation was performed to assess individual cell absorbed doses. The responses of the breast cancer cells to direct alpha particle irradiation and gamma irradiation were needed as input data for the model and were determined experimentally using a colony-forming assay and compared to the responses of preosteoblast MC3T3-E1 and osteocyte-like MLO-Y4 bone cells. Using these data, a scheme was devised to simulate the dynamic proliferation of the tumors in vivo, including DE and BE propagated from the irradiated cells. The parameters of the scheme were estimated semi-empirically to fit experimental tumor growth. RESULTS A robust BE component, in addition to a much smaller DE component, was required to simulate the in vivo tumor proliferation. We also found that the relative biological effectiveness (RBE) for cell killing by alpha particle radiation was greater for the bone cells than the tumor cells. CONCLUSION This modeling study demonstrates that DE of radiation alone cannot explain experimental observations of 223RaCl2-induced growth delay of human breast cancer xenografts. Furthermore, while the mechanisms underlying BE remain unclear, the addition of a BE component to the model is necessary to provide an accurate prediction of the growth delay. More complex models are needed to further comprehend the extent and complexity of 223RaCl2-induced BE.
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Affiliation(s)
- Didier A Rajon
- Department of Neurosurgery, University of Florida, Gainesville, FL, USA
| | - Brian S Canter
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Calvin N Leung
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Tom A Bäck
- Department of Radiation Physics, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | - Edouard I Azzam
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA.,Radiobiology and Health Branch, Canadian Nuclear Laboratories, Chalk River, Ontario, Canada
| | - Roger W Howell
- Department of Radiology, New Jersey Medical School, Rutgers University, Newark, NJ, USA
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12
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Hobeika MJ, Casarin S, Saharia A, Mobley C, Yi S, McMillan R, Mark Ghobrial R, Osama Gaber A. In silico deceased donor intervention research: A potential accelerant for progress. Am J Transplant 2021; 21:2231-2239. [PMID: 33394565 DOI: 10.1111/ajt.16482] [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: 09/24/2020] [Revised: 12/09/2020] [Accepted: 12/28/2020] [Indexed: 01/25/2023]
Abstract
Progress in deceased donor intervention research has been limited. Development of an in silico model of deceased donor physiology may elucidate potential therapeutic targets and provide an efficient mechanism for testing proposed deceased donor interventions. In this study, we report a preliminary in silico model of deceased kidney donor injury built, calibrated, and validated based on data from published animal and human studies. We demonstrate that the in silico model behaves like animal studies of brain death pathophysiology with respect to upstream markers of renal injury including hemodynamics, oxygenation, cytokines expression, and inflammation. Therapeutic hypothermia, a deceased donor intervention studied in human trials, is performed to demonstrate the model's ability to mimic an established clinical trial. Finally, future directions for developing this concept into a functional, clinically applicable model are discussed.
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Affiliation(s)
- Mark J Hobeika
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Center for Outcomes Research, Houston Methodist, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Stefano Casarin
- Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Center for Computational Surgery, Houston Methodist Research Institute, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Ashish Saharia
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Constance Mobley
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Stephanie Yi
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Center for Outcomes Research, Houston Methodist, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Robert McMillan
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Rafik Mark Ghobrial
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
| | - Ahmed Osama Gaber
- J.C. Walter, Jr. Transplant Center, Sherrie and Alan Conover Center for Liver Disease and Transplantation, Houston Methodist Hospital, Houston, Texas.,Department of Surgery, Weill Cornell Medical College, New York, New York.,Department of Surgery, Houston Methodist Hospital, Houston, Texas.,Houston Methodist Academic Institute, Houston, Texas
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13
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Abou DS, Fears A, Summer L, Longtine M, Benabdallah N, Riddle RC, Ulmert D, Michalski JM, Wahl RL, Chesner D, Doucet M, Zachos NC, Simons BW, Thorek DL. Improved Radium-223 Therapy with Combination Epithelial Sodium Channel Blockade. J Nucl Med 2021; 62:jnumed.121.261977. [PMID: 33837069 PMCID: PMC8612198 DOI: 10.2967/jnumed.121.261977] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 03/19/2021] [Accepted: 03/19/2021] [Indexed: 11/29/2022] Open
Abstract
Background: Radium-223 dichloride ([223Ra]RaCl2) is the first approved alpha particle-emitting therapy and is indicated for treatment of bone metastatic castrate resistant prostate cancer. Approximately half of the dose is absorbed into the gastrointestinal (GI) tract within minutes of administration, limiting disease-site uptake and contributing to toxicity. Here, we investigate the role of enteric ion channels and their modulation for improved therapeutic efficacy and reduced side effects. Methods: Utilizing primary human duodenal organoids (enteroids) as in vitro models of the functional GI epithelium, we found that Amiloride (ENaC blocker) and NS-1619 (K+ channel activator) presented significant effects in 223Ra membranal transport. The radioactive drug distribution was evaluated for lead combinations in vivo, and in osteosarcoma and prostate cancer models. Results: Amiloride shifted 223Ra uptake in vivo from the gut, to nearly double the uptake at sites of bone remodeling. Bone tumor growth inhibition with the combination as measured by bioluminescent and X-ray imaging was significantly greater than single agents alone, and the combination resulted in no weight loss. Conclusion: This combination of approved agents may be readily implemented as a clinical approach to improve outcomes of bone metastatic cancer patients with the benefit of ameliorated tolerability.
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Affiliation(s)
| | - Amanda Fears
- Mallinckrodt Institute of Radiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Lucy Summer
- Mallinckrodt Institute of Radiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Mark Longtine
- Mallinckrodt Institute of Radiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Nadia Benabdallah
- Mallinckrodt Institute of Radiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
- Program in Quantitative Molecular Therapeutics, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Ryan C. Riddle
- Department of Orthopaedics, Johns Hopkins University, Baltimore, Maryland
- Research and Development Service, Baltimore VA Medical Center, Baltimore, Maryland
| | - David Ulmert
- Department of Pharmacology, UCLA, Los Angeles, California
- Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Jeff M. Michalski
- Department of Radiation Oncology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Richard L. Wahl
- Mallinckrodt Institute of Radiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Denise Chesner
- Division of Gastroenterology and Hepatology, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Michele Doucet
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Nicholas C. Zachos
- Division of Gastroenterology and Hepatology, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Brian W. Simons
- Center for Comparative Medicine, Baylor College of Medicine, Houston, Texas; and
| | - Daniel L.J. Thorek
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri
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14
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Vardaki I, Corn P, Gentile E, Song JH, Madan N, Hoang A, Parikh N, Guerra L, Lee YC, Lin SC, Yu G, Santos E, Melancon MP, Troncoso P, Navone N, Gallick GE, Efstathiou E, Subudhi SK, Lin SH, Logothetis CJ, Panaretakis T. Radium-223 Treatment Increases Immune Checkpoint Expression in Extracellular Vesicles from the Metastatic Prostate Cancer Bone Microenvironment. Clin Cancer Res 2021; 27:3253-3264. [PMID: 33753455 DOI: 10.1158/1078-0432.ccr-20-4790] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 01/25/2021] [Accepted: 03/18/2021] [Indexed: 12/16/2022]
Abstract
PURPOSE Radium-223 prolongs survival in a fraction of men with bone metastatic prostate cancer (PCa). However, there are no markers for monitoring response and resistance to Radium-223 treatment. Exosomes are mediators of intercellular communication and may reflect response of the bone microenvironment to Radium-223 treatment. We performed molecular profiling of exosomes and compared the molecular profile in patients with favorable and unfavorable overall survival. EXPERIMENTAL DESIGN We performed exosomal transcriptome analysis in plasma derived from our preclinical models (MDA-PCa 118b tumors, TRAMP-C2/BMP4 PCa) and from the plasma of 25 patients (paired baseline and end of treatment) treated with Radium-223. All samples were run in duplicate, and array data analyzed with fold changes +2 to -2 and P < 0.05. RESULTS We utilized the preclinical models to establish that genes derived from the tumor and the tumor-associated bone microenvironment (bTME) are differentially enriched in plasma exosomes upon Radium-223 treatment. The mouse transcriptome analysis revealed changes in bone-related and DNA damage repair-related pathways. Similar findings were observed in plasma-derived exosomes from patients treated with Radium-223 detected changes. In addition, exosomal transcripts detected immune-suppressors (e.g., PD-L1) that were associated with shorter survival to Radium-223. Treatment of the Myc-CaP mouse model with a combination of Radium-223 and immune checkpoint therapy (ICT) resulted in greater efficacy than monotherapy. CONCLUSIONS These clinical and coclinical analyses showed that RNA profiling of plasma exosomes may be used for monitoring the bTME in response to treatment and that ICT may be used to increase the efficacy of Radium-223.
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Affiliation(s)
- Ioulia Vardaki
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas.,Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Paul Corn
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Emanuela Gentile
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Jian H Song
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Namrata Madan
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Anh Hoang
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Nila Parikh
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Leah Guerra
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Yu-Chen Lee
- Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, Texas
| | - Song-Chang Lin
- Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, Texas
| | - Guoyu Yu
- Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, Texas
| | - Elmer Santos
- Department of Nuclear Medicine, MD Anderson Cancer Center, Houston, Texas
| | - Marites P Melancon
- Department of Interventional Radiology, MD Anderson Cancer Center, Houston, Texas
| | - Patricia Troncoso
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Nora Navone
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Gary E Gallick
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Eleni Efstathiou
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Sumit K Subudhi
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Sue-Hwa Lin
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas.,Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, Texas
| | | | - Theocharis Panaretakis
- Department of GU Medical Oncology, MD Anderson Cancer Center, Houston, Texas. .,Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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15
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Muscarella AM, Aguirre S, Hao X, Waldvogel SM, Zhang XHF. Exploiting bone niches: progression of disseminated tumor cells to metastasis. J Clin Invest 2021; 131:143764. [PMID: 33720051 PMCID: PMC7954594 DOI: 10.1172/jci143764] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Many solid cancers metastasize to the bone and bone marrow (BM). This process may occur even before the diagnosis of primary tumors, as evidenced by the discovery of disseminated tumor cells (DTCs) in patients without occult malignancies. The cellular fates and metastatic progression of DTCs are determined by complicated interactions between cancer cells and BM niches. Not surprisingly, these niches also play important roles in normal biology, including homeostasis and turnover of skeletal and hematopoiesis systems. In this Review, we summarize recent findings on functions of BM niches in bone metastasis (BoMet), particularly during the early stage of colonization. In light of the rich knowledge of hematopoiesis and osteogenesis, we highlight how DTCs may progress into overt BoMet by taking advantage of niche cells and their activities in tissue turnover, especially those related to immunomodulation and bone repair.
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Affiliation(s)
- Aaron M. Muscarella
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
- Graduate Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, Texas, USA
| | - Sergio Aguirre
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
- Graduate Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, Texas, USA
| | - Xiaoxin Hao
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
| | - Sarah M. Waldvogel
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
- Medical Scientist Training Program, Baylor College of Medicine, Houston, Texas, USA
| | - Xiang H.-F. Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, USA
- McNair Medical Institute, Baylor College of Medicine, Houston, Texas, USA
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16
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Casarin S, Dondossola E. An agent-based model of prostate Cancer bone metastasis progression and response to Radium223. BMC Cancer 2020; 20:605. [PMID: 32600282 PMCID: PMC7325060 DOI: 10.1186/s12885-020-07084-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 06/17/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Bone metastasis is the most frequent complication in prostate cancer patients and associated outcome remains fatal. Radium223 (Rad223), a bone targeting radioisotope improves overall survival in patients (3.6 months vs. placebo). However, clinical response is often followed by relapse and disease progression, and associated mechanisms of efficacy and resistance are poorly understood. Research efforts to overcome this gap require a substantial investment of time and resources. Computational models, integrated with experimental data, can overcome this limitation and drive research in a more effective fashion. METHODS Accordingly, we developed a predictive agent-based model of prostate cancer bone metastasis progression and response to Rad223 as an agile platform to maximize its efficacy. The driving coefficients were calibrated on ad hoc experimental observations retrieved from intravital microscopy and the outcome further validated, in vivo. RESULTS In this work we offered a detailed description of our data-integrated computational infrastructure, tested its accuracy and robustness, quantified the uncertainty of its driving coefficients, and showed the role of tumor size and distance from bone on Rad223 efficacy. In silico tumor growth, which is strongly driven by its mitotic character as identified by sensitivity analysis, matched in vivo trend with 98.3% confidence. Tumor size determined efficacy of Rad223, with larger lesions insensitive to therapy, while medium- and micro-sized tumors displayed up to 5.02 and 152.28-fold size decrease compared to control-treated tumors, respectively. Eradication events occurred in 65 ± 2% of cases in micro-tumors only. In addition, Rad223 lost any therapeutic effect, also on micro-tumors, for distances bigger than 400 μm from the bone interface. CONCLUSIONS This model has the potential to be further developed to test additional bone targeting agents such as other radiopharmaceuticals or bisphosphonates.
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Affiliation(s)
- Stefano Casarin
- Center for Computational Surgery, Houston Methodist Research Institute, Houston, TX, USA.
- Department of Surgery, Houston Methodist Hospital, Houston, TX, USA.
- Houston Methodist Academic Institute, Houston, TX, USA.
| | - Eleonora Dondossola
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
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17
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Bauckneht M, Capitanio S, Donegani MI, Zanardi E, Miceli A, Murialdo R, Raffa S, Tomasello L, Vitti M, Cavo A, Catalano F, Mencoboni M, Ceppi M, Marini C, Fornarini G, Boccardo F, Sambuceti G, Morbelli S. Role of Baseline and Post-Therapy 18F-FDG PET in the Prognostic Stratification of Metastatic Castration-Resistant Prostate Cancer (mCRPC) Patients Treated with Radium-223. Cancers (Basel) 2019; 12:cancers12010031. [PMID: 31861942 PMCID: PMC7016706 DOI: 10.3390/cancers12010031] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 12/14/2019] [Accepted: 12/17/2019] [Indexed: 12/17/2022] Open
Abstract
Radium-223 dichloride (Ra223) represents the unique bone-directed treatment option that shows an improvement in overall survival (OS) in metastatic castrate resistant prostate cancer (mCRPC). However, there is an urgent need for the identification of reliable biomarkers to non-invasively determine its efficacy (possibly improving patients’ selection or identifying responders’ after therapy completion). 18F-Fluorodeoxyglucose (FDG)-avidity is low in naïve prostate cancer, but it is enhanced in advanced and chemotherapy-refractory mCRPC, providing prognostic insights. Moreover, this tool showed high potential for the evaluation of response in cancer patients with bone involvement. For these reasons, FDG Positron Emission Tomography (FDG-PET) might represent an effective tool that is able to provide prognostic stratification (improving patients selection) at baseline and assessing the treatment response to Ra223. We conducted a retrospective analysis of 28 mCRPC patients that were treated with Ra223 and submitted to bone scan and FDG-PET/CT for prognostic purposes at baseline and within two months after therapy completion. The following parameters were measured: number of bone lesions at bone scan, SUVmax of the hottest bone lesion, metabolic tumor volume (MTV), and total lesion glycolysis (TLG). In patients who underwent post-therapy 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (FDG-PET/CT), (20/28), PET Response Criteria in Solid Tumors (PERCIST), and European Organization for Research and Treatment of Cancer (EORTC) criteria were applied to evaluate the metabolic treatment response. The difference between end of therapy and baseline values was also calculated for Metabolic Tumor Volume (MTV), TLG, prostate-specific antigen (PSA), alkaline phosphatase (AP), and lactate dehydrogenase (LDH) (termed deltaMTV, deltaTLG, deltaPSA, deltaAP and deltaLDH, respectively). Predictive power of baseline and post-therapy PET- and biochemical-derived parameters on OS were assessed by Kaplan–Meier, univariate and multivariate analyses. At baseline, PSA, LDH, and MTV significantly predicted OS. However, MTV (but not PSA nor LDH) was able to identify a subgroup of patients with worse prognosis, even after adjusting for the number of lesions at bone scan (which, in turn, was not an independent predictor of OS). After therapy, PERCIST criteria were able to capture the response to Ra223 by demonstrating longer OS in patients with partial metabolic response. Moreover, the biochemical parameters were outperformed by PERCIST in the post-treatment setting, as their variation after therapy was not informative on long term OS. The present study supports the role of FDG-PET as a tool for patient’s selection and response assessment in mCRPC patients undergoing Ra223 administration.
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Affiliation(s)
- Matteo Bauckneht
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (S.C.); (G.S.); (S.M.)
- Correspondence: ; Tel.: +39-0105553038; Fax: +39-0105556911
| | - Selene Capitanio
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (S.C.); (G.S.); (S.M.)
| | - Maria Isabella Donegani
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
| | - Elisa Zanardi
- Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (E.Z.); (L.T.); (F.B.)
- Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Alberto Miceli
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
| | - Roberto Murialdo
- Internal Medicine Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy;
| | - Stefano Raffa
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
| | - Laura Tomasello
- Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (E.Z.); (L.T.); (F.B.)
| | - Martina Vitti
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
| | - Alessia Cavo
- Oncology Unit, Villa Scassi Hospital, 16149, Genova, Italy; (A.C.); (M.M.)
| | - Fabio Catalano
- Medical Oncology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (F.C.); (G.F.)
| | - Manlio Mencoboni
- Oncology Unit, Villa Scassi Hospital, 16149, Genova, Italy; (A.C.); (M.M.)
| | - Marcello Ceppi
- Clinical Epidemiology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy;
| | - Cecilia Marini
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), 20090 Segrate (MI), Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (F.C.); (G.F.)
| | - Francesco Boccardo
- Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (E.Z.); (L.T.); (F.B.)
- Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Gianmario Sambuceti
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (S.C.); (G.S.); (S.M.)
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
| | - Silvia Morbelli
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (S.C.); (G.S.); (S.M.)
- Department of Health Sciences (DISSAL), University of Genova, 16132 Genoa, Italy; (M.I.D.); (A.M.); (S.R.); (M.V.); (C.M.)
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18
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The Mode-of-Action of Targeted Alpha Therapy Radium-223 as an Enabler for Novel Combinations to Treat Patients with Bone Metastasis. Int J Mol Sci 2019; 20:ijms20163899. [PMID: 31405099 PMCID: PMC6720648 DOI: 10.3390/ijms20163899] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Revised: 08/07/2019] [Accepted: 08/09/2019] [Indexed: 12/12/2022] Open
Abstract
Bone metastasis is a common clinical complication in several cancer types, and it causes a severe reduction in quality of life as well as lowering survival time. Bone metastases proceed through a vicious self-reinforcing cycle that can be osteolytic or osteoblastic in nature. The vicious cycle is characterized by cancer cells residing in bone releasing signal molecules that promote the differentiation of osteoclasts and osteoblasts either directly or indirectly. The increased activity of osteoclasts and osteoblasts then increases bone turnover, which releases growth factors that benefit metastatic cancer cells. In order to improve the prognosis of patients with bone metastases this cycle must be broken. Radium-223 dichloride (radium-223), the first targeted alpha therapy (TAT) approved, is an osteomimetic radionuclide that is incorporated into bone metastases where its high-linear energy transfer alpha radiation disrupts both the activity of bone cells and cancer cells. Therefore, radium-223 treatment has been shown preclinically to directly affect cancer cells in both osteolytic breast cancer and osteoblastic prostate cancer bone metastases as well as to inhibit the differentiation of osteoblasts and osteoclasts. Clinical studies have demonstrated an increase in survival in patients with metastatic castration-resistant prostate cancer. Due to the effectiveness and low toxicity of radium-223, several novel combination treatment strategies are currently eliciting considerable research interest.
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Van den Wyngaert T, Tombal B. The changing role of radium-223 in metastatic castrate-resistant prostate cancer: has the EMA missed the mark with revising the label? THE QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING : OFFICIAL PUBLICATION OF THE ITALIAN ASSOCIATION OF NUCLEAR MEDICINE (AIMN) [AND] THE INTERNATIONAL ASSOCIATION OF RADIOPHARMACOLOGY (IAR), [AND] SECTION OF THE SOCIETY OF RADIOPHARMACEUTICAL CHEMISTRY AND BIOLOGY 2019; 63:170-182. [PMID: 31298017 DOI: 10.23736/s1824-4785.19.03205-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Radium-223 (223Ra) is a life-prolonging treatment in symptomatic men with metastatic castrate-resistant prostate cancer (mCRPC) and bone metastases, but no visceral disease, regardless of prior treatment with docetaxel. Together with four other drugs (i.e. abiraterone, cabazitaxel, docetaxel, enzalutamide), it has been available for clinical use since 2013 and has been shown to also provide benefits in quality-of-life and societal benefits. However, in 2018 the European Medicines Agency ruled to restrict the use of radium-223 to a more advanced disease setting after at least two lines of one or the other life-prolonging agent. This decision was triggered by the results of a safety interim analysis of ERA-223, a trial investigating the combination of 223Ra and abiraterone versus abiraterone alone in patients without prior chemotherapy (with the exception of adjuvant treatment) with asymptomatic bone predominant mCRPC. That safety analysis showed an early increased risk of fracture and deaths with the combination treatment. This review critically appraises the available and emerging data with 223Ra treatment in an attempt to assess the appropriateness of the revised label of radium-223.
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Affiliation(s)
- Tim Van den Wyngaert
- Department of Nuclear Medicine, Antwerp University Hospital, Edegem, Belgium - .,Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium -
| | - Bertrand Tombal
- Department of Urology, Saint Luc University Clinic, Brussels, Belgium.,Institute of Clinical Research, Catholic University of Louvain, Brussels, Belgium
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