1
|
Zhang X, Sing CW, Au PCM, Tan KCB, Wong ICK, Cheung CL. Comparing mortality rates, risk, and trends of hip fracture and common cancers in Hong Kong, 2010-2020: A population-based study. Osteoporos Sarcopenia 2025; 11:15-21. [PMID: 40256361 PMCID: PMC12009107 DOI: 10.1016/j.afos.2024.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 11/07/2024] [Accepted: 12/08/2024] [Indexed: 04/22/2025] Open
Abstract
Objectives Hip fracture is a global public concern exhibiting high mortality rates but often underrecognized. We compared the mortality rates, risk, and secular trend of hip fractures with common cancers in females and males, aiming to call attention to hip fractures. Methods In 2010-2020, 193,767 patients with the first diagnosed hip fractures and the top 5 prevalent cancers in each sex and aged 50 years and above were included. Age-standardized mortality rates were adjusted to the WHO Standard Population and the sex-specific relative risk of mortality was computed using Cox proportional hazards models, adjusted for potential confounders. The trend analyses used joinpoint regression to compute annual percent changes in age-standardized mortality rates. Results The 1-year and 5-year age-standardized mortality rates and sex-specific mortality risk of hip fracture are greater than those of breast cancer (hazard ratio [HR]: 0.93, 95% confidence interval [CI]: 0.90 to 0.97) and thyroid cancer (HR: 0.55, 95% CI: 0.47 to 0.64) in females and prostate cancer (HR: 0.56, 95% CI: 0.53 to 0.58) in males. Moreover, mortality rates in lung cancer, male liver cancer, female breast cancer, and male prostate cancer have decreased in the past decade. For hip fracture, the mortality rates have significantly decreased in females, while in males, we observed only a decreasing trend in 1-year hip fracture mortality, not in 5-year. Conclusions Hip fractures exhibit higher mortality compared to female breast and thyroid cancers and male prostate cancer. More attention is needed to enhance the management and prevention of hip fractures.
Collapse
Affiliation(s)
- Xiaowen Zhang
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China
| | - Chor-Wing Sing
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China
| | - Philip CM Au
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China
| | - Kathryn Choon-Beng Tan
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China
| | - Ian Chi-Kei Wong
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health Limited (D24H), Hong Kong Science Park, Pak Shek Kok, Hong Kong Special Administrative Region, China
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK
| | - Ching-Lung Cheung
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region, China
- Laboratory of Data Discovery for Health Limited (D24H), Hong Kong Science Park, Pak Shek Kok, Hong Kong Special Administrative Region, China
| |
Collapse
|
2
|
Reginster JY, Silverman SL, Alokail M, Al-Daghri N, Hiligsmann M. Cost-effectiveness of radiofrequency echographic multi-spectrometry for the diagnosis of osteoporosis in the United States. JBMR Plus 2025; 9:ziae138. [PMID: 39664931 PMCID: PMC11631096 DOI: 10.1093/jbmrpl/ziae138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 10/25/2024] [Accepted: 10/31/2024] [Indexed: 12/13/2024] Open
Abstract
Radiofrequency echographic multi-spectrometry (REMS) is an innovative, non-ionizing diagnostic technique that has shown high accuracy and precision, making it a promising alternative to DXA for osteoporosis diagnosis in clinical settings. With economic considerations playing an increasingly crucial role in healthcare decisions, this study aims to evaluate the cost-effectiveness and economic impact of improved osteoporosis diagnosis using REMS followed by treatment in the United States. A microsimulation-based Markov model was constructed to estimate the cost per quality-adjusted life year (QALY) gained (in US$2022) for REMS followed by treatment vs no diagnosis and treatment in US women aged 50 yr and older with osteoporosis. Women were categorized as high risk (receiving alendronate monotherapy for 5 yr) or very high risk (receiving an 18-mo course of anabolic treatment, abaloparatide, followed by 5 yr of alendronate). The study evaluated 2 medication adherence scenarios: one assuming full adherence to treatment and the other reflecting real-world adherence. The results indicate that REMS followed by treatment is associated with improved health outcomes, including more QALYs and fewer fractures, and reduced fracture-related costs compared to no diagnosis and treatment. The incremental cost-effectiveness ratio of REMS was estimated at $33 891 and $49 198 per QALY gained, under the full adherence and real-world adherence scenarios, respectively. These values are below the US cost-effectiveness threshold of $100 000 per QALY. Moreover, a 5% increase in the diagnosis and treatment of women over 50 yr at high and very high risk of fractures using REMS is projected to save approximately 30 000 life yr, 43 500 QALYs, and prevent 100 000 fractures over a lifetime under real-world medication adherence. In conclusion, this study suggests that REMS is a cost-effective strategy for the diagnosis and management of osteoporosis in US women, offering substantial potential economic benefits and improved health outcomes.
Collapse
Affiliation(s)
- Jean-Yves Reginster
- Biochemistry Department, College of Science, King Saud University, Riyadh 11451, Kingdom of Saudi Arabia
| | - Stuart L Silverman
- Cedars-Sinai Medical Center, Los Angeles and the OMC Clinical Research Center, Beverly Hills, CA 90211, United States
| | - Majed Alokail
- Biochemistry Department, College of Science, King Saud University, Riyadh 11451, Kingdom of Saudi Arabia
| | - Nasser Al-Daghri
- Biochemistry Department, College of Science, King Saud University, Riyadh 11451, Kingdom of Saudi Arabia
| | - Mickael Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, 6229 GT, The Netherlands
| |
Collapse
|
3
|
Sorci OR, Madi R, Kim SM, Batzdorf AS, Alecxih A, Hornyak JN, Patel S, Rajapakse CS. Normative vertebral deformity measurements in a clinically relevant population using magnetic resonance imaging. World J Radiol 2024; 16:749-759. [PMID: 39801667 PMCID: PMC11718528 DOI: 10.4329/wjr.v16.i12.749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 10/15/2024] [Accepted: 12/12/2024] [Indexed: 12/27/2024] Open
Abstract
BACKGROUND Osteoporosis is the leading cause of vertebral fractures. Dual-energy X-ray absorptiometry (DXA) and radiographs are traditionally used to detect osteoporosis and vertebral fractures/deformities. Magnetic resonance imaging (MRI) can be utilized to detect the relative severity of vertebral deformities using three-dimensional information not available in traditional DXA and lateral two-dimensional radiography imaging techniques. AIM To generate normative vertebral parameters in women using MRI and DXA scans, determine the correlations between MRI-calculated vertebral deformities and age, DXA T-scores, and DXA Z-scores, and compare MRI vertebral deformity values with radiography values previously published in the literature. METHODS This study is a retrospective vertebral morphometric analysis conducted at our institution. The patient sample included MR images from 1638 female patients who underwent both MR and DXA imaging between 2005 and 2014. Biconcavity, wedge, crush, anterior height (Ha)/posterior height (Hp), and middle height (Hm)/posterior height values were calculated from the MR images of the patient's vertebrae. Associations between vertebral deformity values, patient age, and DXA T-scores were analyzed using Spearman correlation. The MRI-derived measurements were compared with radiograph-based calculations from population-based data compiled from multiple studies. RESULTS Age was positively correlated with lumbar Hm/Hp (P = 0.04) and thoracic wedge (P = 0.03) and biconcavity (P = 0.001) and negatively correlated with thoracic Ha/Hp (P = 0.002) and Hm/Hp (P = 0.001) values. DXA T-scores correlated positively with lumbar Hm/Hp (P < 0.0001) and negatively with lumbar wedge (P = 0.046), biconcavity (P < 0.0001), and Ha/Hp (P = 0.046) values. Qualitative analysis revealed that Ha/Hp differed between MRI and radiography population-based data by no more than 0.3 and Hm/Hp by a maximum of 1.2. CONCLUSION Compared with traditional imaging techniques, MRI detects vertebral deformities with high accuracy and reliability. It may be a sensitive, ionizing, radiation-free tool for use in clinical settings.
Collapse
Affiliation(s)
- Olivia R Sorci
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Rashad Madi
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Sun Min Kim
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Alexandra S Batzdorf
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Austin Alecxih
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Julia N Hornyak
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Sheenali Patel
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Chamith S Rajapakse
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States
| |
Collapse
|
4
|
Shao M, Qiu C, Song M, Tang N, Song J, Su Q, Li J, Wang Y, Chen J, Gao Y. Osteoporosis Knowledge and Its Risk Factors in Older Adults With Upper Extremity Fragility Fractures: A National Cross-Sectional Study. Nurs Health Sci 2024; 26:e13186. [PMID: 39520032 DOI: 10.1111/nhs.13186] [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: 08/08/2024] [Revised: 10/14/2024] [Accepted: 10/15/2024] [Indexed: 11/16/2024]
Abstract
It is crucial to recognize upper extremity fragility fractures as sentinel events that allow healthcare professionals the opportunity to identify and address underlying factors contributing to poor bone health, thereby reducing the risk of future fragility fractures. This study seeks to evaluate the extent of understanding and factors influencing osteoporosis in older adults with upper extremity fragility fractures, aiming to establish a foundation for enhancing their comprehension. A total of 1443 participants in 31 provinces were included in this study as survey subjects from September to November 2023. A general information questionnaire and an osteoporosis knowledge assessment tool were used for a cross-sectional survey. The univariate analysis and logistic regression were used to analyze the risk factors. The score of osteoporosis knowledge assessment tool of participants was 10.00 (7.00, 12.00), with only 24.95% scoring above 12 points. Being in an eastern hospital, suffering from chronic obstructive pulmonary disease, being diagnosed as severe osteoporosis, having bone mineral density testing, receiving osteoporosis health education, and receiving health education by phone were associated with higher knowledge of osteoporosis. The osteoporosis knowledge of older adults with upper extremity fragility fractures needs to be improved. To help the secondary prevention of osteoporosis, the standardized osteoporosis health education should be strengthened, and attention should be paid to key groups.
Collapse
Affiliation(s)
- Mengqi Shao
- PLA Medical School, PLA General Hospital, Beijing, China
- Department of Nursing, 2nd Medical Center of PLA General Hospital, Beijing, China
| | - Chen Qiu
- PLA Medical School, PLA General Hospital, Beijing, China
- Department of Orthopedics, 4th Medical Center of PLA General Hospital, Beijing, China
| | - Mi Song
- Department of Nursing, 1st Medical Center of PLA General Hospital, Beijing, China
| | - Nan Tang
- PLA Medical School, PLA General Hospital, Beijing, China
| | - Jie Song
- Department of Nursing, 1st Medical Center of PLA General Hospital, Beijing, China
| | - Qingqing Su
- Department of Nursing, 1st Medical Center of PLA General Hospital, Beijing, China
| | - Jianan Li
- PLA Medical School, PLA General Hospital, Beijing, China
- Department of Nursing, 2nd Medical Center of PLA General Hospital, Beijing, China
| | - Youting Wang
- PLA Medical School, PLA General Hospital, Beijing, China
| | - Jingru Chen
- PLA Medical School, PLA General Hospital, Beijing, China
| | - Yuan Gao
- Department of Nursing, 1st Medical Center of PLA General Hospital, Beijing, China
| |
Collapse
|
5
|
Watson CJ, de Ruig MJ, Saunders KT. Intrarater and Interrater Reliability of Quantitative Ultrasound Speed of Sound by Trained Raters at the Distal Radius in Postmenopausal Women. J Geriatr Phys Ther 2024; 47:E159-E166. [PMID: 39082616 DOI: 10.1519/jpt.0000000000000417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
BACKGROUND AND PURPOSE Quantitative ultrasound (QUS) performed at the distal radius shows potential as an effective tool for evaluating fracture risk, especially in postmenopausal women, but the reliability of this tool has not been reported in this patient population. This study investigated the within-day intrarater and interrater reliability of trained raters performing QUS measures at the distal radius of postmenopausal community-dwelling women. METHODS Eighteen women between the ages of 56 and 87 years were recruited from senior centers in the Greenville area of South Carolina and consented to participate. A QUS bone sonometer was used in this study; the trained raters performed 3 repeated speed of sound (SOS) measures at the nondominant radius of each participant on the same day. Intraclass correlation coefficients (ICCs) were calculated (model 3,1 for intrarater and 2,3 for interrater reliability) to determine the reliability within and between raters. In addition, we calculated the standard error of measurement (SEM) and the minimal detectable change at 95% confidence interval (MDC 95 ). RESULTS The within-day intrarater reliability was excellent for both physical therapist raters (ICC (3,1) ranging from 0.93 to 0.91). The SEM and MDC for the within-day intrarater reliability measures were small for both raters (SEM = 36.79-38.75 or 0.92%-0.97% of the pooled mean; MDC 95 = 101.99-107.40). The interrater reliability for SOS measurements using radial QUS was good with an ICC (2,3) of 0.77 (95% CI, 0.36-0.92) for 3 averaged measures. The SEM and MDC were larger for the interrater reliability measures (SEM = 62.79 or 1.57% of the pooled mean; MDC 95 = 174.05). CONCLUSIONS Quantitative ultrasound SOS measurement at the distal radius showed excellent within-day intrarater and good interrater (when 3 measures were averaged) reliability in community-dwelling postmenopausal women. The SEM and MDC 95 were also low for interrater reliability when a mean of 3 trials was used. This study is the first to demonstrate that this particular QUS device at the radius may be a reliable fracture risk screening tool for postmenopausal women.
Collapse
Affiliation(s)
- Cynthia J Watson
- School of Physical Therapy, Anderson University, Greenville, South Carolina
| | - Matthew J de Ruig
- School of Physical Therapy, Anderson University, Greenville, South Carolina
| | - Kent T Saunders
- College of Business, Anderson University, Greenville, South Carolina
| |
Collapse
|
6
|
Ahmad S, Tahir N, Nauman R, Gupta A, Gewelber C, Batra K, Izuora K. Association between Periodontal Disease and Bone Loss among Ambulatory Postmenopausal Women: A Cross-Sectional Study. J Clin Med 2024; 13:5812. [PMID: 39407872 PMCID: PMC11477374 DOI: 10.3390/jcm13195812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 09/23/2024] [Accepted: 09/25/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Osteoporosis and periodontal disease (PD) are associated with significant morbidity and mortality especially among post-menopausal women. The attributable causes of mortality include bone fragility, hip fractures, surgical risks, complications associated with immobility/disability, and mental health issues. This cross-sectional study aims to investigate the association between oral health and bone diseases along with the factors that predict this association. Methods: This study included post-menopausal women undergoing routine bone density evaluation. Following informed consent, case histories were collected using an investigator-administered questionnaire. The oral cavity was inspected for the health of the oral structures and periodontium. Bone density data, interpreted by a radiologist, were also collected. Data were analyzed using chi-square and logistic regression tests with the significance level set at 5%. Results: Among 100 eligible participants, mean age and body mass index (BMI) were 68.17 ± 8.33 years and 29.59 ± 6.13 kg/m2, respectively. A total of 23 participants (23.0%) had T2DM, 29 (29.0%) had < 20 natural teeth, and 17 (17.0%) had normal bone mineral density. Except for age (aOR 1.171, p < 0.001), BMI (aOR 0.763, p < 0.001), and past osteoporotic fractures (aOR 21.273, p = 0.021), all other factors were insignificant predictors of bone loss. Conclusions: Although the unadjusted results suggest a relationship between oral health indicators and bone loss, these relationships were not present when other factors were included in an adjusted model. Our findings suggest PD by itself may not be a risk factor for bone loss but that the two conditions may have similar risk factors.
Collapse
Affiliation(s)
- Sophie Ahmad
- Kirk Kerkorian School of Medicine at UNLV, University of Nevada Las Vegas, 625 Shadow Lane, Las Vegas, NV 89106, USA; (S.A.); (N.T.); (R.N.)
| | - Nataliyah Tahir
- Kirk Kerkorian School of Medicine at UNLV, University of Nevada Las Vegas, 625 Shadow Lane, Las Vegas, NV 89106, USA; (S.A.); (N.T.); (R.N.)
| | - Rafae Nauman
- Kirk Kerkorian School of Medicine at UNLV, University of Nevada Las Vegas, 625 Shadow Lane, Las Vegas, NV 89106, USA; (S.A.); (N.T.); (R.N.)
| | - Ashok Gupta
- Greensboro Radiology, 1331 N Elm Street, Greensboro, NC 274402, USA;
| | - Civon Gewelber
- College of Dental Medicine, Roseman University of Health Sciences, 1 Breakthrough Way, Suite 3218, Las Vegas, NV 89135, USA;
| | - Kavita Batra
- Department of Medical Education and Office of Research, Kirk Kerkorian School of Medicine at UNLV, University of Nevada Las Vegas, 1701 W Charleston Blvd, Suite 200-07, Las Vegas, NV 89102, USA;
| | - Kenneth Izuora
- Department of Internal Medicine, Kirk Kerkorian School of Medicine at UNLV, University of Nevada Las Vegas, 1701 W Charleston Blvd, Suite 230, Las Vegas, NV 89102, USA
| |
Collapse
|
7
|
Adida S, Taori S, Wong VR, Tang A, Sefcik RK, Zhang X, Gerszten PC. Analysis of injected cement volume and clinical outcomes following balloon-assisted kyphoplasty in a series of 368 patients. Clin Neurol Neurosurg 2024; 243:108367. [PMID: 38851118 DOI: 10.1016/j.clineuro.2024.108367] [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: 04/05/2024] [Revised: 06/02/2024] [Accepted: 06/04/2024] [Indexed: 06/10/2024]
Abstract
OBJECTIVE Balloon-assisted kyphoplasty (BAK) is a modified vertebroplasty technique developed to treat vertebral compression fractures (VCFs) secondary to osteoporosis. This study investigates the association between injected cement volume and the development of subsequent VCFs after BAK. METHODS A retrospective analysis of 368 patients who underwent BAK at a single institution was performed from 2001 to 2021. Inclusion was defined by at least 2 years of follow-up. Clinical characteristics and outcomes following BAK, including subsequent fractures at adjacent and remote levels, were identified. Patients that underwent a thoracic BAK were stratified by injected cement volume: below or equal to the median (≤ 6.0 mL, 265 vertebrae) or above the median (> 6.0 mL, 144 vertebrae). Patients that underwent a lumbar BAK were similarly stratified: below or equal to the median (≤ 8.0 mL, 233 vertebrae) or above the median (>8.0 mL, 160 vertebrae). RESULTS A total of 802 vertebrae were treated. The average volume of cement was recorded in the thoracic (6.2 ± 1.9 mL) and lumbar (7.8 ± 1.8 mL) vertebrae. In the thoracic spine, vertebrae that were injected with > 6.0 mL of cement underwent a greater change in local kyphotic angle (P = 0.0001) and were more likely to develop adjacent-level VCFs (P = 0.032) after kyphoplasty. Univariate analysis did not elucidate any additional risk factors. There were no statistical differences in clinical outcomes between the three groups of lumbar vertebrae. CONCLUSIONS Larger volumes of injected cement were associated with a greater change in local kyphosis and subsequent adjacent-level fractures after BAK in the thoracic spine. This association was not found in the lumbar spine. Close attention to injected cement volumes must be made in the thoracic spine and patients who undergo significant kyphotic correction should be carefully observed postoperatively.
Collapse
Affiliation(s)
- Samuel Adida
- University of Pittsburgh School of Medicine, 200 Lothrop Street, Suite B-400, Pittsburgh, PA 15213, USA; Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
| | - Suchet Taori
- University of Pittsburgh School of Medicine, 200 Lothrop Street, Suite B-400, Pittsburgh, PA 15213, USA; Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Victoria R Wong
- University of Pittsburgh School of Medicine, 200 Lothrop Street, Suite B-400, Pittsburgh, PA 15213, USA
| | - Anthony Tang
- University of Pittsburgh School of Medicine, 200 Lothrop Street, Suite B-400, Pittsburgh, PA 15213, USA
| | - Roberta K Sefcik
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Xiaoran Zhang
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Peter C Gerszten
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| |
Collapse
|
8
|
Kong SH, Cho W, Park SB, Choo J, Kim JH, Kim SW, Shin CS. A Computed Tomography-Based Fracture Prediction Model With Images of Vertebral Bones and Muscles by Employing Deep Learning: Development and Validation Study. J Med Internet Res 2024; 26:e48535. [PMID: 38995678 PMCID: PMC11282387 DOI: 10.2196/48535] [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: 04/27/2023] [Revised: 01/27/2024] [Accepted: 05/30/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND With the progressive increase in aging populations, the use of opportunistic computed tomography (CT) scanning is increasing, which could be a valuable method for acquiring information on both muscles and bones of aging populations. OBJECTIVE The aim of this study was to develop and externally validate opportunistic CT-based fracture prediction models by using images of vertebral bones and paravertebral muscles. METHODS The models were developed based on a retrospective longitudinal cohort study of 1214 patients with abdominal CT images between 2010 and 2019. The models were externally validated in 495 patients. The primary outcome of this study was defined as the predictive accuracy for identifying vertebral fracture events within a 5-year follow-up. The image models were developed using an attention convolutional neural network-recurrent neural network model from images of the vertebral bone and paravertebral muscles. RESULTS The mean ages of the patients in the development and validation sets were 73 years and 68 years, and 69.1% (839/1214) and 78.8% (390/495) of them were females, respectively. The areas under the receiver operator curve (AUROCs) for predicting vertebral fractures were superior in images of the vertebral bone and paravertebral muscles than those in the bone-only images in the external validation cohort (0.827, 95% CI 0.821-0.833 vs 0.815, 95% CI 0.806-0.824, respectively; P<.001). The AUROCs of these image models were higher than those of the fracture risk assessment models (0.810 for major osteoporotic risk, 0.780 for hip fracture risk). For the clinical model using age, sex, BMI, use of steroids, smoking, possible secondary osteoporosis, type 2 diabetes mellitus, HIV, hepatitis C, and renal failure, the AUROC value in the external validation cohort was 0.749 (95% CI 0.736-0.762), which was lower than that of the image model using vertebral bones and muscles (P<.001). CONCLUSIONS The model using the images of the vertebral bone and paravertebral muscle showed better performance than that using the images of the bone-only or clinical variables. Opportunistic CT screening may contribute to identifying patients with a high fracture risk in the future.
Collapse
Affiliation(s)
- Sung Hye Kong
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Wonwoo Cho
- Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sung Bae Park
- Department of Neurosurgery, Seoul National University Boramae Hospital, Seoul, Republic of Korea
| | - Jaegul Choo
- Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jung Hee Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Sang Wan Kim
- Department of Internal Medicine, Seoul National University Boramae Hospital, Seoul, Republic of Korea
| | - Chan Soo Shin
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| |
Collapse
|
9
|
Shen X, Zhang M, Cai H, Leslie WD, Lix LM, Jiang D, Feng L, Cheng H, Shi X, Gao Y, Yang S. Associations of global biomarkers of oxidative stress with osteoporosis, bone microstructure and bone turnover: Evidence from human and animal studies. Bone 2024; 183:117077. [PMID: 38521234 DOI: 10.1016/j.bone.2024.117077] [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: 09/25/2023] [Revised: 01/31/2024] [Accepted: 03/20/2024] [Indexed: 03/25/2024]
Abstract
PURPOSE Human evidence on the association between oxidative stress and osteoporosis is inconsistent. Fluorescent Oxidation Products (FlOPs) are global biomarkers of oxidative stress. We examined the associations of FlOPs (excitation/emission wavelengths 320/420 nm for FlOP_320, 360/420 nm for FlOP_360, and 400/475 nm for FlOP_400) with osteoporosis, bone microstructure, and bone turnover markers in humans and rats. METHODS In humans, we conducted a 1:2 age, sex, hospital, and specimen-matched case-control study to test the association between FlOPs and osteoporosis diagnosed from dual-energy X-ray absorptiometry. In eight-week-old male Wistar rats, we administrated D-galactose and 0.9 % saline for 90 days in treatment and control groups (n = 8/group); micro-CT was used to determine bone microstructure. RESULTS In humans, higher levels of FlOP_320 (OR for per 1 SD increase = 1.49, 95 % CI: 1.01-2.20) and FlOP_360 (OR for per 1 SD increase = 1.59, 95 % CI: 1.07-2.37) were associated with increased odds of osteoporosis. FlOP_400 were not associated with osteoporosis. D-galactose treated rats, as compared with control rats, showed higher levels of FlOP_320 and MDA, and lower P1NP levels during 90 days of experiment (all P < 0.05). The D-galactose group had lower trabecular bone volume fraction (0.07 ± 0.03 vs. 0.13 ± 0.05; P = 0.008) and volumetric BMD (225.4 ± 13.8 vs. 279.1 ± 33.2 mg HA/cm3; P = 0.001) than the control group. CONCLUSION In conclusion, higher FlOP_320 levels were associated with increased odds of osteoporosis, impaired bone microstructure and decreased bone formation.
Collapse
Affiliation(s)
- Xue Shen
- Department of Orthopedics, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China; Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Mengmeng Zhang
- FAW General Hospital of Jilin Province, Changchun, Jilin, China
| | - Hanqing Cai
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin, China
| | - William D Leslie
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Depeng Jiang
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lijie Feng
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Haitao Cheng
- FAW General Hospital of Jilin Province, Changchun, Jilin, China
| | - Xianbao Shi
- Department of Pharmacy, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Yuzhong Gao
- Department of Orthopedics, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Shuman Yang
- Department of Orthopedics, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China; Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.
| |
Collapse
|
10
|
Han S, Kim S, Yeh EJ, Suh HS. Understanding the long-term impact of incident osteoporotic fractures on healthcare utilization and costs in Korean postmenopausal women. Osteoporos Int 2024; 35:339-352. [PMID: 37878064 DOI: 10.1007/s00198-023-06934-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/26/2023] [Indexed: 10/26/2023]
Abstract
This study provides long-term evidence that healthcare resource utilization and costs of care in women who experienced incident osteoporotic fractures remained higher than those in women without fractures over a span of 5 years. These findings emphasize the importance of early diagnostics and treatment for osteoporosis. PURPOSE To evaluate healthcare resource utilization (HCRU) and costs of care over 5 years after the incident osteoporotic fractures (OF) in postmenopausal women. METHODS We used data from the National Health Insurance Service databases 2011-2018. Women aged ≥ 50 years with incident OF (OF group) were matched to women without OF (non-OF group). HCRU (inpatient, outpatient, and emergency room [ER] visits) and costs of care (inpatient, outpatient, and ER visits) during the 5-year follow-up period were derived after propensity score matching (PSM). Additionally, we identified women with subsequent fractures within the first 2 years after the incident OF. RESULTS After PSM, 47,238 OF and 134,813 non-OF women were identified. HCRU rates and costs of care were highest in the first year after OF and decreased substantially, but remained higher in the OF group during the entire follow-up period. The increase in cumulative HCRU rates over 5 years was highest in inpatient admissions with ER visits (138% higher in OF vs non-OF). The cumulative total costs over 5 years were 73% higher in the OF group than in the non-OF group, which was mostly driven by inpatient costs. Trends were similar for women with subsequent fractures, but they generally showed higher HCRU and costs than those in the total OF group. CONCLUSION OF imposes a substantial and sustained economic burden on women, resulting in an approximately twofold increase in the cumulative cost over 5 years compared to women without fracture, which highlights the need for early diagnostics and treatment of osteoporosis.
Collapse
Affiliation(s)
- S Han
- Health Outcomes Division, College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - S Kim
- College of Pharmacy, Woosuk University, Wanju-gun, Jeollabuk-do, South Korea
| | - E J Yeh
- Amgen Inc., Thousand Oaks, CA, USA
| | - H S Suh
- College of Pharmacy, Kyung Hee University, Seoul, South Korea.
- Institute of Regulatory Innovation through Science (IRIS), Kyung Hee University, Seoul, South Korea.
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul, South Korea.
| |
Collapse
|
11
|
Hiligsmann M, Silverman SL, Singer AJ, Pearman L, Wang Y, Caminis J, Reginster JY. Comparison of the cost-effectiveness of sequential treatment with abaloparatide in US men and women at very high risk of fractures. Aging Clin Exp Res 2024; 36:14. [PMID: 38289413 PMCID: PMC10827834 DOI: 10.1007/s40520-023-02682-7] [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: 10/16/2023] [Accepted: 11/03/2023] [Indexed: 02/01/2024]
Abstract
BACKGROUND Osteoporotic-related fractures represent an increasing burden to patients, health care systems and society. AIMS This study estimated cost-effectiveness of sequential treatment with abaloparatide (ABL) followed by alendronate (ALN) compared to relevant alternative strategies in US men and women aged 50 to 80 years at very high fracture risk (bone mineral density T-score ≤ - 2.5 and a recent fracture). METHODS A lifetime Markov-based microsimulation model was used to estimate healthcare costs and quality-adjusted life years (QALYs). Comparators were sequential treatment with unbranded teriparatide (TPTD)/ALN, generic ALN monotherapy, and no treatment. Analyses were conducted based on initial fracture site (hip, vertebral, or any fracture) and treatment efficacy data (derived from clinical trials or a recent network meta-analysis). RESULTS From all analyses completed, sequential ABL/ALN demonstrated more QALYs for lower healthcare costs versus unbranded TPTD/ALN. No treatment was dominated (higher costs for less QALYs) versus ALN monotherapy. Sequential ABL/ALN resulted in favorable cost-effectiveness (at US threshold of $150,000/QALY) versus generic ALN monotherapy in men aged ≥ 50 years with any fracture type, women aged ≥ 65 years with any fracture type, and women aged ≥ 55 years having a hip or vertebral fracture. DISCUSSION Similar cost-effectiveness of sequential ABL/ALN versus unbranded TPTD/ALN, ALN monotherapy, and no treatment was observed in both US men and women at very high fracture risk, with a moderate improvement in cost-effectiveness in men versus women and in patients with a hip or vertebral fracture. CONCLUSIONS Sequential therapy with ABL/ALN was cost-effective in US men and women at very high risk of fractures.
Collapse
Affiliation(s)
- Mickael Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, P.O. Box 616, 6200 MD, Maastricht, The Netherlands.
| | - Stuart L Silverman
- Cedars-Sinai Medical Center, Los Angeles and the OMC Clinical Research Center, Beverly Hills, CA, USA
| | - Andrea J Singer
- MedStar Georgetown University Hospital and Georgetown University Medical Center, Washington, DC, USA
| | | | | | | | - Jean-Yves Reginster
- Division of Public Health, Epidemiology and Health Economics, University of Liège, Liège, Belgium
- World Health Organization Collaborating Center for Epidemiology of Musculoskeletal Health and Aging, Liège, Belgium
| |
Collapse
|
12
|
Tan Y, Luo B, Sheng Z. Knowledge of osteoporosis prevention among people with endocrine disorders: A cross-sectional study. Nurs Health Sci 2023. [PMID: 38151333 DOI: 10.1111/nhs.13074] [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: 05/06/2023] [Revised: 11/30/2023] [Accepted: 12/13/2023] [Indexed: 12/29/2023]
Abstract
People with endocrine disorders are at an increased risk of osteoporosis, yet their knowledge of osteoporosis prevention is rarely studied. This study aimed to assess the knowledge related to osteoporosis prevention and its associated factors among people with endocrine disorders in China. A cross-sectional study was conducted in a Chinese hospital's Department of Metabolism and Endocrinology. A total of 562 people with endocrine disorders completed the Chinese version of the Osteoporosis Prevention and Awareness Tool to assess their knowledge of osteoporosis prevention. Results showed that participants had a mean knowledge of 59.36 ± 23.90 out of 100, with only 52.1% scoring above 60 points. Being female, having higher education, with comorbidities, with a recent osteoporosis diagnosis, and having received health education related to osteoporosis prevention were associated with higher knowledge of osteoporosis prevention. Our study indicates that more efforts are needed to improve the knowledge related to osteoporosis prevention among people with endocrine disorders. This may be realized by strengthening and expanding diverse education, focusing on males and those with lower education and without comorbidities.
Collapse
Affiliation(s)
- Yaqiong Tan
- Clinical Nursing Teaching and Research Section, the Second Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, the Second Xiangya Hospital, Central South University, Changsha, China
| | - Bihua Luo
- Clinical Nursing Teaching and Research Section, the Second Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, the Second Xiangya Hospital, Central South University, Changsha, China
| | - Zhifeng Sheng
- National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, the Second Xiangya Hospital, Central South University, Changsha, China
| |
Collapse
|
13
|
Moayyeri A, Warden J, Han S, Suh HS, Pinedo-Villanueva R, Harvey NC, Curtis JR, Silverman S, Multani JK, Yeh EJ. Estimating the economic burden of osteoporotic fractures in a multinational study: a real-world data perspective. Osteoporos Int 2023; 34:2121-2132. [PMID: 37653346 PMCID: PMC10651531 DOI: 10.1007/s00198-023-06895-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 08/21/2023] [Indexed: 09/02/2023]
Abstract
Fracture-related costs vary by country. A standardized methodology and presentations were proposed to fairly assess the economic burden of osteoporotic fracture. Results indicated substantial costs of osteoporotic fractures for pharmacy, hospitalization, emergency care, and outpatient visits in women aged ≥ 50 years in Australia, Germany, South Korea, Spain, and the USA. PURPOSE The objective of this multinational, retrospective matched cohort study was to use a standardized methodology across different healthcare systems to estimate the burden of osteoporotic fracture (OF) in women aged ≥ 50 years in Australia, Germany, South Korea, Spain, and the USA. METHODS Within each country, healthcare resource utilization and direct costs of care were compared between patients with newly identified OF and a propensity score-matched cohort without OF during follow-up periods of up to 5 years. RESULTS Across all five countries, the OF cohort had significantly higher rates and length of inpatient admissions compared with the non-OF cohort. In each country, the adjusted total costs of care ratio between OF and non-OF cohorts were significant. The adjusted cost ratios for pharmacy, inpatient care, emergency care, and outpatient visits were similarly higher in the OF cohort across countries. CONCLUSION The current study demonstrates the substantial economic burden of OF across different countries when compared with matched non-OF patients. The findings would assist stakeholders and policymakers in developing appropriate health policies.
Collapse
Affiliation(s)
| | | | - S Han
- Health Outcomes Division, College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - H S Suh
- College of Pharmacy, Kyung Hee University, Seoul, South Korea
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul, South Korea
| | - R Pinedo-Villanueva
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, NIHR Oxford Biomedical Research Centre, University of Oxford, Windmill Road, Oxford, OX3 7HE, UK
| | - N C Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital NHS Foundation Trust, Southampton, UK
| | - J R Curtis
- Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - S Silverman
- Cedars-Sinai Medical Center and School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | | | - E J Yeh
- Amgen Inc., Thousand Oaks, CA, USA.
| |
Collapse
|
14
|
Barcelos A, Gonçalves J, Mateus C, Canhão H, Rodrigues AM. Costs of incident non-hip osteoporosis-related fractures in postmenopausal women from a payer perspective. Osteoporos Int 2023; 34:2111-2119. [PMID: 37596433 PMCID: PMC10651527 DOI: 10.1007/s00198-023-06881-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 07/28/2023] [Indexed: 08/20/2023]
Abstract
Osteoporosis-related fractures lead to high morbidity, mortality, and healthcare costs among post-menopausal women. This study showed that incident non-hip osteoporosis-related fractures are frequent among women aged 50 + in Portugal, leading to excessive healthcare costs of €74 million per year, in a conservative scenario. PURPOSE This study aimed to estimate the costs of incident non-hip osteoporosis-related fractures among postmenopausal women living in Portugal from a payer perspective. METHODS The study includes women ≥ 50 years old who participated in the baseline assessment (2011-2013) and the first follow-up wave (2013-2015) of the Epidemiology of Chronic Diseases cohort, a Portuguese community-based longitudinal prospective study (n = 2,762). Incident non-hip osteoporosis-related fractures were defined as any self-reported low impact non-hip fractures since baseline. Healthcare resource utilization during the year following fracture was obtained from an informal panel of experts. The amounts of resources used were multiplied by the national tariffs practiced in the National Health Service (NHS) to obtain the cost per patient in the year following a wrist, vertebral, or other site fracture, which was subsequently multiplied by the estimated annual number of incident fractures to obtain the total annual cost of incident non-hip osteoporosis-related fractures among postmenopausal women. RESULTS Each year approximately 5,000 wrist, 3,500 vertebral, and 39,000 other-site osteoporosis-related fractures occur in women aged 50 + in Portugal. Healthcare costs per patient in the year following fracture vary from €2,709.52 for vertebral fractures to €3,096.35 for other fractures. Non-hip incident osteoporosis-related fractures among 50 + women cost approximately €74 million per year. Among all healthcare services, physiotherapy represents the bulk of costs. CONCLUSIONS This study pinpoints the relevance of preventing non-hip osteoporosis-related fractures, as these cost about €74 million per year in direct healthcare costs, a substantial impact on the budget of the Portuguese NHS.
Collapse
Affiliation(s)
- Anabela Barcelos
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University of Lisbon, Lisbon, Portugal.
- EpiDoC Unit, CEDOC, NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal.
- Rheumatology Department, Centro Hospitalar do Baixo Vouga, Rua Artur Ravara, Aveiro, 3814-501, Portugal.
| | - Judite Gonçalves
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University of Lisbon, Lisbon, Portugal.
- Nova School of Business and Economics, NOVA University of Lisbon, Lisbon, Portugal.
- School of Public Health, Department of Primary Care & Public Health, Imperial College London, Charing Cross Campus, London, W6 8RP, UK.
| | - Céu Mateus
- Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Helena Canhão
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University of Lisbon, Lisbon, Portugal
- EpiDoC Unit, CEDOC, NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
- Rheumatology Unit, Centro Hospitalar Universitário Lisboa Central, Lisboa, Portugal
| | - Ana Maria Rodrigues
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University of Lisbon, Lisbon, Portugal
- EpiDoC Unit, CEDOC, NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
- Rheumatology Unit, Hospital dos Lusíadas, Lisboa, Portugal
| |
Collapse
|
15
|
Yeh EJ, Rajkovic-Hooley O, Silvey M, Ambler WS, Milligan G, Pinedo-Villanueva R, Harvey NC, Moayyeri A. Impact of fragility fractures on activities of daily living and productivity in community-dwelling women: a multi-national study. Osteoporos Int 2023; 34:1751-1762. [PMID: 37335332 PMCID: PMC10511617 DOI: 10.1007/s00198-023-06822-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 06/06/2023] [Indexed: 06/21/2023]
Abstract
We estimated the short-term impact of fragility fractures on community-dwelling women in five countries. Women with fragility fractures reported significantly more difficulties performing activities of daily living and significantly higher levels of lost productivity and caregiver support than those without fractures; results highlight the multi-country indirect burden of fragility fractures. INTRODUCTION To estimate the impact of fragility fractures on activities of daily living (ADL), productivity loss and caregiver support in women with a recent fragility fracture. METHODS This multi-centre cross-sectional study enrolled community-dwelling women aged ≥ 50 years in South Korea, Spain, Germany, Australia and the United States. The fragility fracture cohort consisted of women with an index fragility fracture in the past 12 months; the fracture free cohort consisted of women with no fracture in the 18 months prior to study enrolment. Study participants completed three validated questionnaires: Lawton Instrumental ADL (IADL), Physical Self-Maintenance Scale (PSMS) and iMTA Productivity Cost Questionnaire (iPCQ). RESULTS In total, 1,253 participants from 41 sites across the five countries were included. Compared with the fracture free cohorts, fragility fracture cohorts had significantly lower function and were more dependent on support (p < 0.05 in all countries for Lawton IADL, and in South Korea, Spain, Australia and the United States for PSMS), significantly higher hours of paid absenteeism (p < 0.05, Spain, Germany, Australia), significantly higher unpaid lost productivity (p < 0.05, South Korea, Spain, Germany), significantly more days of paid help received in the home (p < 0.05 South Korea, Spain and the United States), and significantly more days of unpaid help from family members or friends (p < 0.05, all countries). CONCLUSION In this multi-national study, fragility fractures in community-dwelling ≥ 50 years women were associated with several outcomes indicating higher indirect burden and lower quality of life, including more difficulties performing ADL and higher levels of lost productivity and caregiver support.
Collapse
Affiliation(s)
| | | | | | | | | | - Rafael Pinedo-Villanueva
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Nicholas C. Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton and University of Southampton, Southampton, UK
| | | |
Collapse
|
16
|
Kwon H, Han KD, Kim BS, Moon SJ, Park SE, Rhee EJ, Lee WY. Acromegaly and the long-term fracture risk of the vertebra and hip: a national cohort study. Osteoporos Int 2023; 34:1591-1600. [PMID: 37222744 DOI: 10.1007/s00198-023-06800-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 05/15/2023] [Indexed: 05/25/2023]
Abstract
In this national cohort study, the patients with acromegaly had significantly higher risks of clinical vertebral (HR 2.09 [1.58-2.78]) and hip (HR 2.52 [1.61-3.95]) fractures than the controls. The increased fracture risk in patients with acromegaly was time-dependent and was observed even during the early period of follow-up. PURPOSE Acromegaly is characterized by the overproduction of growth hormone (GH) and insulin-like growth factor-1 (IGF-1), both play important roles in regulating bone metabolism. We investigated the risk of vertebral and hip fractures in patients with acromegaly compared to age- and sex-matched controls. METHODS This nationwide population-based cohort study included 1,777 patients with acromegaly aged 40 years or older in 2006-2016 and 8,885 age- and sex-matched controls. A Cox proportional hazards model was used to estimate the adjusted hazard ratio (HR) [95% confidence interval]. RESULTS The mean age was 54.3 years and 58.9% were female. For approximately 8.5 years of follow-up, the patients with acromegaly had significantly higher risks of clinical vertebral (HR 2.09 [1.58-2.78]) and hip (HR 2.52 [1.61-3.95]) fractures than the controls in the multivariate analyses. There were significant differences in the risks of clinical vertebral (P < 0.0001) and hip (P < 0.0001) fractures between the patients with acromegaly and the controls in the Kaplan-Meier survival analysis. The multivariable-adjusted HRs for clinical vertebral fractures comparing the patients with acromegaly with controls during and excluding the first 7 years of observation were 1.69 [1.15-2.49] and 2.70 [1.75-4.17], respectively. The HRs for hip fractures during and excluding the first 7 years of observation were 2.29 [1.25-4.18] and 3.36 [1.63-6.92], respectively. CONCLUSIONS The patients with acromegaly had a higher risk of hip fractures as well as clinical vertebral fractures than the controls. The increased fracture risk in patients with acromegaly was time-dependent and was observed even during the early period of follow-up.
Collapse
Affiliation(s)
- Hyemi Kwon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-Ro, Jongno-Gu, Seoul, 03181, Republic of Korea
| | - Kyung-Do Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Bong-Sung Kim
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Sun Joon Moon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-Ro, Jongno-Gu, Seoul, 03181, Republic of Korea
| | - Se Eun Park
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-Ro, Jongno-Gu, Seoul, 03181, Republic of Korea
| | - Eun-Jung Rhee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-Ro, Jongno-Gu, Seoul, 03181, Republic of Korea.
| | - Won-Young Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-Ro, Jongno-Gu, Seoul, 03181, Republic of Korea.
| |
Collapse
|
17
|
Hiligsmann M, Silverman SS, Singer AJ, Pearman L, Mathew J, Wang Y, Caminis J, Reginster JY. Cost-Effectiveness of Sequential Abaloparatide/Alendronate in Men at High Risk of Fractures in the United States. PHARMACOECONOMICS 2023; 41:819-830. [PMID: 37086385 DOI: 10.1007/s40273-023-01270-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/19/2023] [Indexed: 05/03/2023]
Abstract
BACKGROUND AND OBJECTIVES Abaloparatide (ABL) significantly increases bone mineral density in men with osteoporosis similar to what was reported in postmenopausal women with osteoporosis. The cost effectiveness of sequential treatment with ABL followed by alendronate (ALN) in men at high fracture risk was compared to relevant alternative treatments. METHODS A Markov-based microsimulation model based on a lifetime US healthcare decision maker perspective was developed to evaluate the cost (expressed in US$2021) per quality-adjusted life-years (QALYs) gained of sequential ABL/ALN. Comparators were sequential treatment unbranded teriparatide (TPTD)/ALN, generic ALN monotherapy, and no treatment. Discount rates of 3% were used. Consistent with practice guidelines, patients received 18 months of ABL or TPTD followed by ALN for 5 years, or 5 years of ALN monotherapy. Analyses were conducted in high-risk men aged over 50 years defined as having a bone mineral density T-score ≤-2.5 and a recent fracture. Time-specific risk of subsequent fracture after a recent fracture, incremental costs up to 5 years following fractures, real-world medication adherence, and mostly US men-specific data were included in the model. One-way and probabilistic sensitivity analyses were conducted to assess the robustness of results. RESULTS Over the full age range, sequential ABL/ALN led to more QALYs for lower costs than sequential unbranded TPTD/ALN, while no treatment was dominated (more QALYs, lower costs) by ALN monotherapy. The costs per QALY gained of sequential ABL/ALN were lower than the US threshold of US$150,000 versus generic ALN monotherapy. The probabilities that sequential ABL/ALN was cost effective compared to ALN monotherapy were estimated at 51% in men aged 50 years and between 88 and 90% in those aged ≥ 60 years. CONCLUSIONS Sequential therapy using ABL/ALN may be cost effective compared with generic ALN monotherapy in US men aged ≥ 50 years at high fracture risk, especially in those aged ≥ 60 years. Unbranded TPTD/ALN and no treatment were dominated interventions (less QALY, more costs) compared with ABL/ALN or ALN monotherapy.
Collapse
Affiliation(s)
- Mickaël Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, P.O. Box 616, 6200 MD, Maastricht, The Netherlands.
| | - Stuart S Silverman
- Cedars-Sinai Medical Center, Los Angeles and the OMC Clinical Research Center, Beverly Hills, CA, USA
| | - Andrea J Singer
- MedStar Georgetown University Hospital and Georgetown University Medical Center, Washington, DC, USA
| | | | | | | | | | - Jean-Yves Reginster
- Division of Public Health, Epidemiology and Health Economics, University of Liège, Liège, Belgium
- Chair for Biomarkers of Chronic Diseases, College of Science, King Saud University, Riyadh, Kingdom of Saudi Arabia
| |
Collapse
|
18
|
Anderson PG, Baum GL, Keathley N, Sicular S, Venkatesh S, Sharma A, Daluiski A, Potter H, Hotchkiss R, Lindsey RV, Jones RM. Deep Learning Assistance Closes the Accuracy Gap in Fracture Detection Across Clinician Types. Clin Orthop Relat Res 2023; 481:580-588. [PMID: 36083847 PMCID: PMC9928835 DOI: 10.1097/corr.0000000000002385] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 08/05/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Missed fractures are the most common diagnostic errors in musculoskeletal imaging and can result in treatment delays and preventable morbidity. Deep learning, a subfield of artificial intelligence, can be used to accurately detect fractures by training algorithms to emulate the judgments of expert clinicians. Deep learning systems that detect fractures are often limited to specific anatomic regions and require regulatory approval to be used in practice. Once these hurdles are overcome, deep learning systems have the potential to improve clinician diagnostic accuracy and patient care. QUESTIONS/PURPOSES This study aimed to evaluate whether a Food and Drug Administration-cleared deep learning system that identifies fractures in adult musculoskeletal radiographs would improve diagnostic accuracy for fracture detection across different types of clinicians. Specifically, this study asked: (1) What are the trends in musculoskeletal radiograph interpretation by different clinician types in the publicly available Medicare claims data? (2) Does the deep learning system improve clinician accuracy in diagnosing fractures on radiographs and, if so, is there a greater benefit for clinicians with limited training in musculoskeletal imaging? METHODS We used the publicly available Medicare Part B Physician/Supplier Procedure Summary data provided by the Centers for Medicare & Medicaid Services to determine the trends in musculoskeletal radiograph interpretation by clinician type. In addition, we conducted a multiple-reader, multiple-case study to assess whether clinician accuracy in diagnosing fractures on radiographs was superior when aided by the deep learning system compared with when unaided. Twenty-four clinicians (radiologists, orthopaedic surgeons, physician assistants, primary care physicians, and emergency medicine physicians) with a median (range) of 16 years (2 to 37) of experience postresidency each assessed 175 unique musculoskeletal radiographic cases under aided and unaided conditions (4200 total case-physician pairs per condition). These cases were comprised of radiographs from 12 different anatomic regions (ankle, clavicle, elbow, femur, forearm, hip, humerus, knee, pelvis, shoulder, tibia and fibula, and wrist) and were randomly selected from 12 hospitals and healthcare centers. The gold standard for fracture diagnosis was the majority opinion of three US board-certified orthopaedic surgeons or radiologists who independently interpreted the case. The clinicians' diagnostic accuracy was determined by the area under the curve (AUC) of the receiver operating characteristic (ROC) curve, sensitivity, and specificity. Secondary analyses evaluated the fracture miss rate (1-sensitivity) by clinicians with and without extensive training in musculoskeletal imaging. RESULTS Medicare claims data revealed that physician assistants showed the greatest increase in interpretation of musculoskeletal radiographs within the analyzed time period (2012 to 2018), although clinicians with extensive training in imaging (radiologists and orthopaedic surgeons) still interpreted the majority of the musculoskeletal radiographs. Clinicians aided by the deep learning system had higher accuracy diagnosing fractures in radiographs compared with when unaided (unaided AUC: 0.90 [95% CI 0.89 to 0.92]; aided AUC: 0.94 [95% CI 0.93 to 0.95]; difference in least square mean per the Dorfman, Berbaum, Metz model AUC: 0.04 [95% CI 0.01 to 0.07]; p < 0.01). Clinician sensitivity increased when aided compared with when unaided (aided: 90% [95% CI 88% to 92%]; unaided: 82% [95% CI 79% to 84%]), and specificity increased when aided compared with when unaided (aided: 92% [95% CI 91% to 93%]; unaided: 89% [95% CI 88% to 90%]). Clinicians with limited training in musculoskeletal imaging missed a higher percentage of fractures when unaided compared with radiologists (miss rate for clinicians with limited imaging training: 20% [95% CI 17% to 24%]; miss rate for radiologists: 14% [95% CI 9% to 19%]). However, when assisted by the deep learning system, clinicians with limited training in musculoskeletal imaging reduced their fracture miss rate, resulting in a similar miss rate to radiologists (miss rate for clinicians with limited imaging training: 9% [95% CI 7% to 12%]; miss rate for radiologists: 10% [95% CI 6% to 15%]). CONCLUSION Clinicians were more accurate at diagnosing fractures when aided by the deep learning system, particularly those clinicians with limited training in musculoskeletal image interpretation. Reducing the number of missed fractures may allow for improved patient care and increased patient mobility. LEVEL OF EVIDENCE Level III, diagnostic study.
Collapse
Affiliation(s)
| | | | | | - Serge Sicular
- Imagen Technologies, New York, NY, USA
- The Mount Sinai Hospital, New York, NY, USA
| | | | | | | | | | | | | | | |
Collapse
|
19
|
Qaseem A, Hicks LA, Etxeandia-Ikobaltzeta I, Shamliyan T, Cooney TG, Cross JT, Fitterman N, Lin JS, Maroto M, Obley AJ, Tice JA, Tufte JE. Pharmacologic Treatment of Primary Osteoporosis or Low Bone Mass to Prevent Fractures in Adults: A Living Clinical Guideline From the American College of Physicians. Ann Intern Med 2023; 176:224-238. [PMID: 36592456 PMCID: PMC10885682 DOI: 10.7326/m22-1034] [Citation(s) in RCA: 88] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
DESCRIPTION This guideline updates the 2017 American College of Physicians (ACP) recommendations on pharmacologic treatment of primary osteoporosis or low bone mass to prevent fractures in adults. METHODS The ACP Clinical Guidelines Committee based these recommendations on an updated systematic review of evidence and graded them using the GRADE (Grading of Recommendations Assessment, Development and Evaluation) system. AUDIENCE AND PATIENT POPULATION The audience for this guideline includes all clinicians. The patient population includes adults with primary osteoporosis or low bone mass. RECOMMENDATION 1A ACP recommends that clinicians use bisphosphonates for initial pharmacologic treatment to reduce the risk of fractures in postmenopausal females diagnosed with primary osteoporosis (strong recommendation; high-certainty evidence). RECOMMENDATION 1B ACP suggests that clinicians use bisphosphonates for initial pharmacologic treatment to reduce the risk of fractures in males diagnosed with primary osteoporosis (conditional recommendation; low-certainty evidence). RECOMMENDATION 2A ACP suggests that clinicians use the RANK ligand inhibitor (denosumab) as a second-line pharmacologic treatment to reduce the risk of fractures in postmenopausal females diagnosed with primary osteoporosis who have contraindications to or experience adverse effects of bisphosphonates (conditional recommendation; moderate-certainty evidence). RECOMMENDATION 2B ACP suggests that clinicians use the RANK ligand inhibitor (denosumab) as a second-line pharmacologic treatment to reduce the risk of fractures in males diagnosed with primary osteoporosis who have contraindications to or experience adverse effects of bisphosphonates (conditional recommendation; low-certainty evidence). RECOMMENDATION 3 ACP suggests that clinicians use the sclerostin inhibitor (romosozumab, moderate-certainty evidence) or recombinant PTH (teriparatide, low-certainty evidence), followed by a bisphosphonate, to reduce the risk of fractures only in females with primary osteoporosis with very high risk of fracture (conditional recommendation). RECOMMENDATION 4 ACP suggests that clinicians take an individualized approach regarding whether to start pharmacologic treatment with a bisphosphonate in females over the age of 65 with low bone mass (osteopenia) to reduce the risk of fractures (conditional recommendation; low-certainty evidence).
Collapse
Affiliation(s)
- Amir Qaseem
- American College of Physicians, Philadelphia, Pennsylvania (A.Q., I.E., T.S.)
| | - Lauri A Hicks
- Centers for Disease Control and Prevention, Atlanta, Georgia (L.A.H.)
| | | | - Tatyana Shamliyan
- American College of Physicians, Philadelphia, Pennsylvania (A.Q., I.E., T.S.)
| | - Thomas G Cooney
- Oregon Health & Science University, Portland, Oregon (T.G.C.)
| | | | | | | | | | | | | | | |
Collapse
|
20
|
The Evaluation of Xiaozeng Qianggu Tablets for Treating Postmenopausal Osteoporosis via up-Regulated Autophagy. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:3960834. [PMID: 36193128 PMCID: PMC9526660 DOI: 10.1155/2022/3960834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/22/2022] [Indexed: 11/17/2022]
Abstract
Objective. Postmenopausal osteoporosis (PMOP) is a common age-associated disease in the life course. Clinically, Xiaozeng Qianggu Tablets (XQT) have a potent therapeutic effect on the PMOP. However, the bioactive components and the mechanism of XQT underlying the PMOP treatment were unclear and it should be explored to discover the scientific connotation in traditional medical practice. Methods. The components in XQT were identified by UPLC-Q-TOF/MS. The animal model of PMOP was established by surgical ovariectomy in the female Sprague-Dawley rats. After treatment of XQT, the therapeutic effect was assessed by the determination of bone metabolism biomarkers in serum and histopathological examination. The effect of XQT on the autophagy and bone micro-situation were tested using western blot, RT-qPCR, and transmission electron microscope. Results. There were 27 compounds identified in XQT, including catalpol, monotropein, verbascoside, cryptochlorogenic acid, 5,7-dihydroxychromone 7-rutinoside, biorobin, and so on. The bone metabolism markers (alkaline phosphatase, bone alkaline phosphatase, procollagen type I intact N-terminal propeptide, cross-linked carboxy-terminal telopeptide of type I collagen, and tartrate-resistant acid phosphatase) were significantly increased in the PMOP rats and reversed by XQT administration. Moreover, the width of bone trabeculae and the ratio of the area of calcium deposition to bone trabeculae were also improved after treating the middle dose of XQT. Meanwhile, the bone micro-structure was improved by XQT. The mRNA and protein expression of unc-51 like kinase 1, beclin-1, and microtubule-associated protein 1B-light chain 3 in PMOP rats were down-regulated and up-regulated by XQT administration. Conclusions. The compounds in XQT, including catalpol, monotropein, verbascoside cryptochlorogenic acid, and so on, were valuable for further pharmacy evaluation. The pathological changes and bone micro-structure were improved by XQT, and the down-regulated autophagy level was also restored, which suggested a potent effect of XQT on treating PMOP, corresponding to its clinic use.
Collapse
|
21
|
Kong SH, Lee JW, Bae BU, Sung JK, Jung KH, Kim JH, Shin CS. Development of a Spine X-Ray-Based Fracture Prediction Model Using a Deep Learning Algorithm. Endocrinol Metab (Seoul) 2022; 37:674-683. [PMID: 35927066 PMCID: PMC9449110 DOI: 10.3803/enm.2022.1461] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/20/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGRUOUND Since image-based fracture prediction models using deep learning are lacking, we aimed to develop an X-ray-based fracture prediction model using deep learning with longitudinal data. METHODS This study included 1,595 participants aged 50 to 75 years with at least two lumbosacral radiographs without baseline fractures from 2010 to 2015 at Seoul National University Hospital. Positive and negative cases were defined according to whether vertebral fractures developed during follow-up. The cases were divided into training (n=1,416) and test (n=179) sets. A convolutional neural network (CNN)-based prediction algorithm, DeepSurv, was trained with images and baseline clinical information (age, sex, body mass index, glucocorticoid use, and secondary osteoporosis). The concordance index (C-index) was used to compare performance between DeepSurv and the Fracture Risk Assessment Tool (FRAX) and Cox proportional hazard (CoxPH) models. RESULTS Of the total participants, 1,188 (74.4%) were women, and the mean age was 60.5 years. During a mean follow-up period of 40.7 months, vertebral fractures occurred in 7.5% (120/1,595) of participants. In the test set, when DeepSurv learned with images and clinical features, it showed higher performance than FRAX and CoxPH in terms of C-index values (DeepSurv, 0.612; 95% confidence interval [CI], 0.571 to 0.653; FRAX, 0.547; CoxPH, 0.594; 95% CI, 0.552 to 0.555). Notably, the DeepSurv method without clinical features had a higher C-index (0.614; 95% CI, 0.572 to 0.656) than that of FRAX in women. CONCLUSION DeepSurv, a CNN-based prediction algorithm using baseline image and clinical information, outperformed the FRAX and CoxPH models in predicting osteoporotic fracture from spine radiographs in a longitudinal cohort.
Collapse
Affiliation(s)
- Sung Hye Kong
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | | | | | | | | | - Jung Hee Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Corresponding author: Jung Hee Kim. Department of Internal Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea Tel: +82-2-2072-4839, Fax: +82-2-2072-7246, E-mail:
| | - Chan Soo Shin
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| |
Collapse
|
22
|
Zupan J, Strazar K, Kocijan R, Nau T, Grillari J, Marolt Presen D. Age-related alterations and senescence of mesenchymal stromal cells: Implications for regenerative treatments of bones and joints. Mech Ageing Dev 2021; 198:111539. [PMID: 34242668 DOI: 10.1016/j.mad.2021.111539] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 06/28/2021] [Accepted: 07/01/2021] [Indexed: 12/18/2022]
Abstract
The most common clinical manifestations of age-related musculoskeletal degeneration are osteoarthritis and osteoporosis, and these represent an enormous burden on modern society. Mesenchymal stromal cells (MSCs) have pivotal roles in musculoskeletal tissue development. In adult organisms, MSCs retain their ability to regenerate tissues following bone fractures, articular cartilage injuries, and other traumatic injuries of connective tissue. However, their remarkable regenerative ability appears to be impaired through aging, and in particular in age-related diseases of bones and joints. Here, we review age-related alterations of MSCs in musculoskeletal tissues, and address the underlying mechanisms of aging and senescence of MSCs. Furthermore, we focus on the properties of MSCs in osteoarthritis and osteoporosis, and how their changes contribute to onset and progression of these disorders. Finally, we consider current treatments that exploit the enormous potential of MSCs for tissue regeneration, as well as for innovative cell-free extracellular-vesicle-based and anti-aging treatment approaches.
Collapse
Affiliation(s)
- Janja Zupan
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Klemen Strazar
- Department of Orthopaedic Surgery, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia; Faculty of Medicine, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Roland Kocijan
- Ludwig Boltzmann Institute of Osteology at Hanusch Hospital of OEGK and AUVA Trauma Center Meidling, 1st Medical Department, Hanusch Hospital, Vienna, Austria; Medical Faculty of Bone Diseases, Sigmund Freud University Vienna, 1020, Vienna, Austria
| | - Thomas Nau
- Ludwig Boltzmann Institute for Experimental and Clinical Traumatology in the AUVA Trauma Research Centre, 1200, Vienna, Austria; Austrian Cluster for Tissue Regeneration, 1200, Vienna, Austria; Building 14, Mohamed Bin Rashid University of Medicine and Health Sciences Dubai, Dubai Healthcare City, Dubai, United Arab Emirates
| | - Johannes Grillari
- Ludwig Boltzmann Institute for Experimental and Clinical Traumatology in the AUVA Trauma Research Centre, 1200, Vienna, Austria; Austrian Cluster for Tissue Regeneration, 1200, Vienna, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences Vienna, 1180, Vienna, Austria
| | - Darja Marolt Presen
- Ludwig Boltzmann Institute for Experimental and Clinical Traumatology in the AUVA Trauma Research Centre, 1200, Vienna, Austria; Austrian Cluster for Tissue Regeneration, 1200, Vienna, Austria.
| |
Collapse
|