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Wu S, Ma X, Liang Z, Jiang Y, Chen S, Sun G, Chen K, Liu R. Development and validation of a nomogram for predicting osteoporosis in prostate cancer patients: A cross-sectional study from China. Prostate 2023; 83:1537-1548. [PMID: 37589478 DOI: 10.1002/pros.24612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/28/2023] [Accepted: 08/04/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND The specific risk factors contributing to the development of osteoporosis and the appropriate timing of treatment in Chinese prostate cancer (PCa) patients remain unclear. Our objective was to develop and validate a nomogram capable of predicting the occurrence of osteoporosis in PCa patients. METHODS We conducted a cross-sectional study with PCa patients attending the Second Hospital of Tianjin Medical University, collecting data from June 2021 to February 2023. The patients were divided into training and validation sets in a 7:3 ratio. The LASSO regression was used to identify the most relevant predictive variables, and the multivariable logistic regression was used to construct the nomogram. The nomogram's performance was validated through receiver operating characteristic (ROC) curves, C-index, calibration curves, and decision curve analysis (DCA) in both the training and validation sets. RESULTS We collected data from a total of 596 patients and then constructed the nomogram using age, body mass index, hemoglobin, vitamin D3, testosterone, and androgen deprivation therapy duration. The C-index of the nomogram was 0.923 in the training set and 0.859 in the validation set. The nomogram showed good consistency in both sets. DCA demonstrated the clinical benefit of the nomogram across various prediction thresholds. Furthermore, a separate nomogram was constructed to predict bone loss in patients undergoing ADT, exhibiting equally favorable diagnostic performance and clinical benefit. CONCLUSION This study constructed two reliable nomograms to predict osteoporosis and bone loss, integrating personal health information and PCa-specific treatment data. These nomograms offer an easy and individualized approach to predict the occurrence of osteoporosis and bone loss in PCa patients.
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Affiliation(s)
- Shangrong Wu
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xudong Ma
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Zhengxin Liang
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yuchen Jiang
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Shuaiqi Chen
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Guangyu Sun
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Kaifei Chen
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Ranlu Liu
- Department of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
- Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
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van Oostwaard MM, van den Bergh JP, van de Wouw Y, Janssen-Heijnen M, de Jong M, Wyers CE. High prevalence of vertebral fractures at initiation of androgen deprivation therapy for prostate cancer. J Bone Oncol 2022; 38:100465. [PMID: 36591574 PMCID: PMC9798166 DOI: 10.1016/j.jbo.2022.100465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/28/2022] [Accepted: 12/06/2022] [Indexed: 12/12/2022] Open
Abstract
Purpose Treatment of Prostate Cancer (PCa) with Androgen Deprivation Therapy (ADT) involves long-term consequences including bone loss and fractures. Our aim was to evaluate the calculated fracture risk and the prevalence of osteoporosis, vertebral fractures (VF) and sarcopenia in men with PCa at initiation of ADT, as ADT will increase fracture risk from that moment onward. Methods In this cross-sectional real-world study in men at ADT initiation, fracture risk factors including comorbidities, medication, and 10-year fracture risk (FRAX®) were assessed. Laboratory tests, dual-energy X-ray absorptiometry, and spinal X-rays were performed. Sarcopenia was defined according to EWGSOP2. Results In 115 men at ADT initiation, aged 73.3 (±7.6) years, osteoporosis was diagnosed in 4.3 % and osteopenia in 35.7 %. The mean 10-year fracture risk of major osteoporotic fracture was 4.4 % and of hip fracture 1.7 %, respectively. At least one VF was present in 32.2 % and 33.9 % of men had osteoporosis and/or a VF assessed on spinal X-rays. In 10.4 % at least one new fracture-risk-associated metabolic bone disorder was diagnosed with laboratory testing. Sarcopenia was diagnosed in only one patient. Conclusions Although the prevalence of osteoporosis, sarcopenia and 10-years fracture risk is low, there is a high prevalence of vertebral fractures in a third of the men with PCa at the time of ADT initiation. Besides a BMD measurement and fracture risk calculation using FRAX, a systematic vertebral fracture assessment should be considered in all men with PCa at initiation of ADT to provide a reliable baseline classification of VFs to improve identification of true incident VFs during ADT.
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Affiliation(s)
- Marsha M. van Oostwaard
- Department of Internal Medicine, VieCuri Medical Centre, P.O. Box 1926, 5900 BX Venlo, the Netherlands,Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+ (Maastricht UMC+), P.O. Box 616, 6200 MD Maastricht, the Netherlands,Corresponding author at: Department of Internal Medicine, VieCuri Medical Centre, P.O. Box 1926, 5900 BX Venlo, the Netherlands.
| | - Joop P. van den Bergh
- Department of Internal Medicine, VieCuri Medical Centre, P.O. Box 1926, 5900 BX Venlo, the Netherlands,Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+ (Maastricht UMC+), P.O. Box 616, 6200 MD Maastricht, the Netherlands
| | - Yes van de Wouw
- Department of Internal Medicine, VieCuri Medical Centre, P.O. Box 1926, 5900 BX Venlo, the Netherlands
| | - Maryska Janssen-Heijnen
- Department of Clinical Epidemiology, VieCuri Medical Center, Venlo, the Netherlands,Department of Epidemiology, GROW School for Oncology and Reproduction, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Marc de Jong
- Department of Urology, VieCuri Medical Centre, P.O. Box 1926, 5900 BX Venlo, the Netherlands
| | - Caroline E. Wyers
- Department of Internal Medicine, VieCuri Medical Centre, P.O. Box 1926, 5900 BX Venlo, the Netherlands
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Santini D, Berruti A, Di Maio M, Procopio G, Bracarda S, Ibrahim T, Bertoldo F. Bone health management in the continuum of prostate cancer disease: a review of the evidence with an expert panel opinion. ESMO Open 2021; 5:S2059-7029(20)30062-4. [PMID: 32220946 PMCID: PMC7174015 DOI: 10.1136/esmoopen-2019-000652] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 01/07/2020] [Accepted: 01/07/2020] [Indexed: 12/20/2022] Open
Abstract
Bone health impairment is a frequent detrimental consequence of the high bone tropism of prostate cancer (PCa) cells. It is further worsened by administration of androgen-deprivation therapy (ADT), the current standard of care in the management of advanced PCa, through a rapid and dramatic increase in bone turnover and body mass changes. As a result, patients may experience substantial pain and poor quality of life (QoL) and have an increased risk of death. Notwithstanding the importance of this issue, however, bone health preservation is not yet a widespread clinical goal in daily practice. To address this urgent unmet need, following a thorough discussion of available data and sharing of their clinical practice experience, a panel of Italian experts in the field of bone health and metabolism formulated a number of practical advices for optimising the monitoring and treatment of bone health in men undergoing ADT during all phases of the disease. The rationale behind the venture was to raise awareness on the importance of bone preservation in this complex setting, while providing an instrument to support physicians and facilitate the management of bone health. Current evidence regarding the effects on bone health of ADT, of novel hormone therapies (which improve progression delay, pain control and QoL while consistently carrying the risk of non-pathological fractures in both non-metastatic and metastatic PCa) and of bone turnover inhibitors (whose use is frequently suboptimal) is reviewed. Finally, the expert opinion to optimise bone health preservation is given.
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Affiliation(s)
- Daniele Santini
- Department of Oncology, Campus Bio-Medico University, Roma, Italy
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - Massimo Di Maio
- Department of Oncology, AO Ordine Mauriziano, Universita degli Studi di Torino, Torino, Italy
| | - Giuseppe Procopio
- Department of Medical Oncology, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milano, Italy
| | - Sergio Bracarda
- Medical Oncology, Department of Oncology, Azienda Ospedaliera S.Maria, Terni, Italy
| | - Toni Ibrahim
- Osteoncology and Rare Tumors Center, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori Srl, Meldola, Italy
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Dell'Aquila E, Armento G, Iuliani M, Simonetti S, D'Onofrio L, Zeppola T, Madaudo C, Russano M, Citarella F, Ribelli G, Pantano F, Vincenzi B, Tonini G, Santini D. Denosumab for cancer-related bone loss. Expert Opin Biol Ther 2020; 20:1261-1274. [PMID: 32835531 DOI: 10.1080/14712598.2020.1814731] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Prolonged use of anti-cancer treatments in breast and prostate tumors alters physiological bone turnover leading to adverse skeletal related events, such as osteoporosis, loss of bone mass, and increased risk of fractures. These complications known as cancer treatment-induced bone loss (CTIBL) should be managed with bone targeting agents such as the bisphosphonates and denosumab. The latter is a monoclonal antibody against the receptor activator of nuclear factor-kB ligand (RANKL) that suppresses osteoclasts function and survival increasing bone mass. AREAS COVERED This review will focus on the mechanisms associated with bone loss induced by cancer treatments and the most recent evidence about the use of denosumab as preventive and therapeutic strategy to protect bone health. Moreover, we will discuss several key aspects regarding the clinical practical use of denosumab to optimize the management of CTLIB in breast and prostate cancer. EXPERT OPINION Denosumab treatment strongly prevents cancer therapies-related skeletal issues in breast and prostate cancer with a good safety profile. Adjuvant six-monthly denosumab delays the time to first fracture onset in early stage breast cancer patients with normal or altered bone mineral density (BMD). Similarly, denosumab treatment is able to prevent fractures and BMD loss in nonmetastatic prostate cancer patients.
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Affiliation(s)
| | - Grazia Armento
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Michele Iuliani
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Sonia Simonetti
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Loretta D'Onofrio
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Tea Zeppola
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Cristina Madaudo
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Marco Russano
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Fabrizio Citarella
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Giulia Ribelli
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Francesco Pantano
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Bruno Vincenzi
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Giuseppe Tonini
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
| | - Daniele Santini
- Medical Oncology Department, Campus Bio-Medico University of Rome , Rome, Itlay
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Poulsen MH, Frost M, Abrahamsen B, Gerke O, Walter S, Lund L. Osteoporosis and prostate cancer; a 24-month prospective observational study during androgen deprivation therapy. Scand J Urol 2019; 53:34-39. [DOI: 10.1080/21681805.2019.1570328] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Mads Hvid Poulsen
- Department of Urology, Odense University Hospital, Odense, Denmark
- Academy of Geriatric Cancer Research (AgeCare), Odense University Hospital, Odense, Denmark
| | - Morten Frost
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
| | - Bo Abrahamsen
- Department of Medicine and Endocrinology, Holbaek Hospital, Holbaek, Denmark
- OPEN, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Oke Gerke
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark
| | - Steen Walter
- Department of Urology, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Lars Lund
- Department of Urology, Odense University Hospital, Odense, Denmark
- Academy of Geriatric Cancer Research (AgeCare), Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
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Ganesh V, Zaki P, Chan S, Turner A, Bristow B, Di Prospero L, Gibson L, DeAngelis C, Chow E. Adverse Health Outcomes Associated with Postdiagnosis Smoking in Prostate Cancer Patients: A Literature Review. J Med Imaging Radiat Sci 2017; 48:103-110. [PMID: 31047202 DOI: 10.1016/j.jmir.2016.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2016] [Revised: 11/23/2016] [Accepted: 11/23/2016] [Indexed: 11/28/2022]
Abstract
This literature review presents what is currently known about the association between postdiagnosis smoking and adverse health outcomes in prostate cancer. A literature search was conducted using Ovid Embase and Ovid MEDLINE. Information from 36 studies was summarized. There is strong evidence across the included studies of higher overall mortality and biochemical recurrence in current smokers diagnosed with prostate cancer. In addition, enhanced adverse effects following surgery, radiation, and hormone therapy have also been identified in current smokers of this population.
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Affiliation(s)
- Vithusha Ganesh
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Pearl Zaki
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie Chan
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Angela Turner
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Bonnie Bristow
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Lisa Di Prospero
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Leslie Gibson
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Carlo DeAngelis
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Edward Chow
- Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
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Poulsen MH, Rasmussen J, Edenbrandt L, Høilund-Carlsen PF, Gerke O, Johansen A, Lund L. Bone Scan Index predicts outcome in patients with metastatic hormone-sensitive prostate cancer. BJU Int 2015; 117:748-53. [DOI: 10.1111/bju.13160] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Mads H. Poulsen
- Department of Urology,; Odense University Hospital; Odense Denmark
| | - Janne Rasmussen
- Department of Nuclear Medicine; Odense University Hospital; Odense Denmark
| | - Lars Edenbrandt
- Department of Clinical Sciences; Skåne University Hospital; Malmø Sweden
| | - Poul F. Høilund-Carlsen
- Department of Nuclear Medicine; Odense University Hospital; Odense Denmark
- Clinical Institute,; University of Southern Denmark; Odense Denmark
| | - Oke Gerke
- Department of Nuclear Medicine; Odense University Hospital; Odense Denmark
- Centre of Health Economics Research; University of Southern Denmark; Odense Denmark
| | - Allan Johansen
- Department of Nuclear Medicine; Odense University Hospital; Odense Denmark
| | - Lars Lund
- Clinical Institute,; University of Southern Denmark; Odense Denmark
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Wilson HCP, Shah SIA, Abel PD, Price P, Honeyfield L, Edwards S, Abel RL. Contemporary hormone therapy with LHRH agonists for prostate cancer: avoiding osteoporosis and fracture. Cent European J Urol 2015; 68:165-8. [PMID: 26251735 PMCID: PMC4526606 DOI: 10.5173/ceju.2015.513] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 01/25/2015] [Accepted: 02/01/2015] [Indexed: 01/05/2023] Open
Abstract
Introduction Prostate cancer is a large clinical burden across Europe. It is, in fact, the most common cancer in males, accounting for more than 92,300 deaths annually throughout the continent. Prostate cancer is androgen-sensitive; thus an androgen deprivation therapy (ADT) is often used for treatment by reducing androgen to castrate levels. Several ADT agents have achieved benefits with effective palliation, but, unfortunately, severe adverse events are frequent. Contemporary ADT (Luteinising Hormone Releasing Hormone agonist - LHRHa injections) can result in side effects that include osteoporosis and fractures, compromising quality of life and survival. Methods In this review we analysed the associated bone toxicity consequent upon contemporary ADT and based on the literature and our own experience we present future perspectives that seek to mitigate this associated toxicity both by development of novel therapies and by better identification and prediction of fracture risk. Results Preliminary results indicate that parenteral oestrogen can mitigate associated osteoporotic risk and that CT scans could provide a more accurate indicator of overall bone quality and hence fracture risk. Conclusions As healthcare costs increase globally, cheap and effective alternatives that achieve ADT, but mitigate or avoid such bone toxicities, will be needed. More so, innovative techniques to improve both the measurement and the extent of this toxicity, by assessing bone health and prediction of fracture risk, are also required.
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Affiliation(s)
| | - Syed I A Shah
- Department of Surgery and Cancer, Imperial College, London
| | - Paul D Abel
- Department of Surgery and Cancer, Imperial College, London
| | - Patricia Price
- Department of Surgery and Cancer, Imperial College, London
| | | | - Steve Edwards
- Department of Surgery and Cancer, Imperial College, London
| | - Richard L Abel
- Department of Surgery and Cancer, Imperial College, London
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