Archives of Osteoporosis最新文献

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Association between bone microarchitecture and sarcopenia in postmenopausal women with type 2 diabetes 2 型糖尿病绝经后妇女的骨微结构与肌肉疏松症之间的关系。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-10-04 DOI: 10.1007/s11657-024-01450-y
Rimesh Pal, Trupti N. Prasad, Sanjay K. Bhadada, Veenu Singla, Urmila Yadav, Nipun Chawla
{"title":"Association between bone microarchitecture and sarcopenia in postmenopausal women with type 2 diabetes","authors":"Rimesh Pal,&nbsp;Trupti N. Prasad,&nbsp;Sanjay K. Bhadada,&nbsp;Veenu Singla,&nbsp;Urmila Yadav,&nbsp;Nipun Chawla","doi":"10.1007/s11657-024-01450-y","DOIUrl":"10.1007/s11657-024-01450-y","url":null,"abstract":"<div><h3>\u0000 <i>Summary</i>\u0000 </h3><p>Bone microarchitecture, as assessed using high-resolution peripheral quantitative computed tomography, is adversely affected in postmenopausal women with type 2 diabetes mellitus having sarcopenia/sarcopenic obesity while areal bone mineral density does not differ between those with and without sarcopenia.</p><h3>Purpose</h3><p>Type 2 diabetes (T2D) increases the risk of sarcopenia, which independently contributes to bone fragility. We aimed to explore the association between sarcopenia/sarcopenic obesity and bone quality using second-generation high-resolution peripheral quantitative computed tomography (HR-pQCT) in T2D.</p><h3>Methods</h3><p>We analyzed the baseline participant characteristics of an ongoing randomized clinical pilot trial (CTRI/2022/02/039978). Postmenopausal women (≥ 50 years) with T2D and high risk of fragility fractures were included. Areal BMD (aBMD), trabecular bone score (TBS), and body composition were measured using DXA. Bone microarchitecture was assessed at distal radius/distal tibia using HR-pQCT. Muscle strength was estimated using dominant handgrip strength (HGS). <i>Sarcopenia</i> was defined as low HGS (&lt; 18.0 kg) and low appendicular skeletal muscle index (ASMI) (&lt; 4.61 kg/m<sup>2</sup>). <i>Probable sarcopenia</i> was defined as low HGS with normal ASMI. <i>Sarcopenic obesity</i> was classified as co-existence of sarcopenia and obesity (BMI ≥ 25.0 kg/m<sup>2</sup>).</p><h3>Results</h3><p>We recruited 129 postmenopausal women (mean age 64.2 ± 6.7 years). Participants were categorized into four mutually exclusive groups: group A (normal HGS and ASMI, <i>n</i> = 17), group B (probable sarcopenia, <i>n</i> = 77), group C (non-obese sarcopenia, <i>n</i> = 18), and group D (obese sarcopenia, <i>n</i> = 18). The four groups did not differ significantly with regard to baseline characteristics, fracture prevalence, HbA1c, aBMD, and TBS. However, HR-pQCT-derived volumetric BMD and cortical/trabecular microarchitecture were significantly poorer in group C/group D than in group A/group B.</p><h3>Conclusions</h3><p>Bone quality rather than bone density (quantity) is adversely affected in T2D postmenopausal women with sarcopenia/sarcopenic obesity, which could increase the fracture risk in this patient sub-population.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142370838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Individuals with a fragility fracture and a prescription for bone active medication have a positive perception of the medication but do not associate it with fracture risk reduction 有脆性骨折并开有骨活性药物处方的人对这种药物有积极的看法,但不会将其与降低骨折风险联系起来。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-10-01 DOI: 10.1007/s11657-024-01449-5
Joanna E. M. Sale, Suvabna Theivendrampillai, Denise Linton, Judy Porteous
{"title":"Individuals with a fragility fracture and a prescription for bone active medication have a positive perception of the medication but do not associate it with fracture risk reduction","authors":"Joanna E. M. Sale,&nbsp;Suvabna Theivendrampillai,&nbsp;Denise Linton,&nbsp;Judy Porteous","doi":"10.1007/s11657-024-01449-5","DOIUrl":"10.1007/s11657-024-01449-5","url":null,"abstract":"<div><h3>Summary</h3><p>Most participants reported a positive perception of bone active medication despite sustaining a fracture while taking the medication, reporting medication side effects, or having a healthcare provider stop the prescription. Participants did not appear to connect the medication to fracture risk, suggesting this connection should be emphasized by healthcare providers.</p><h3>Objective</h3><p>Our purpose was to examine perceptions about bone active medication from individuals with a fragility fracture and a prescription for bone active medication.</p><h3>Methods</h3><p>In this qualitative description study, eligible participants were those who attended an Osteoporosis Canada education session, and reported sustaining a previous fragility fracture and receiving a prescription for bone active medication. We conducted one-on-one interviews and analyzed the data using the analytic hierarchy approach.</p><h3>Results</h3><p>We interviewed 32 female participants (age range 58–89 years). Based on our analysis, two themes were developed: (1) most participants spoke positively about bone active medication, indicating they were willing to start, or continue to take, their medication. Positive perceptions were held by participants who sustained a fracture while taking bone active medication, participants whose healthcare provider had stopped the prescription, and participants who reported side effects from the medication; (2) most participants did not discuss bone active medication in relation to their fracture and did not appear to connect the medication to the concept of fracture risk. Instead, participants talked about the medication in relation to bone health in general, or to bone density.</p><h3>Conclusion</h3><p>Participants appeared to have positive perceptions of bone active medication, despite sustaining a fracture while taking the medication, reporting medication side effects, or having a healthcare provider stop the prescription. Participants did not connect bone active medication to the concept of fracture risk, illustrating the need for healthcare providers to emphasize the connection between fracture risk and bone active medication.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142340033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence of fractures in adults over 50 years of age with osteoporosis in Colombia 哥伦比亚 50 岁以上患有骨质疏松症的成年人的骨折发生率。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-27 DOI: 10.1007/s11657-024-01412-4
Néstor Correa-Gonzalez, Daniel G. Fernández-Ávila, Diego Rosselli
{"title":"Prevalence of fractures in adults over 50 years of age with osteoporosis in Colombia","authors":"Néstor Correa-Gonzalez,&nbsp;Daniel G. Fernández-Ávila,&nbsp;Diego Rosselli","doi":"10.1007/s11657-024-01412-4","DOIUrl":"10.1007/s11657-024-01412-4","url":null,"abstract":"<div><h3>\u0000 <i>Summary</i>\u0000 </h3><p>What are the fractures associated with osteoporosis in Colombian persons over 50 years of age? Through the analysis of the Ministry of Health databases, Colombians over 50 years of age with osteoporosis fracture the forearm the most, followed by the thoracolumbar vertebrae and then the hip. We describe the differences between men and women.</p><h3>Purpose</h3><p>The aim of this study was to determine the frequency of all bone fractures among adults aged 50 and above, both with and without osteoporosis, using data from SISPRO (Integrated Information System for Social Protection), the administrative database of the Colombian Ministry of Health.</p><h3>Methods</h3><p>Information was collected for the years 2017 to 2021 for all bone fractures (except cranial or face fractures), and how many of them occurred in patients who had the diagnosis of osteoporosis. Prevalence ratios (PR) were estimated separately for males and females by dividing the prevalence in those with by the prevalence of those without osteoporosis.</p><h3>Results</h3><p>For the period from 2017 to 2021, 303,037 adults over 50 years of age (females 279,057, 92.1%) were diagnosed with osteoporosis in Colombia, for a prevalence of 39.4 per thousand women and 4.14 in men; 40,823 of these women (14.6%) presented a fracture in the period, as well as 4020 of men (16.7%). Osteoporosis was present in 7.5% of the 596.618 (females 369.795; 62.0%) who suffered any fracture (1.8% of males and 11.0% of females). Overall PR was 3.4 (males 4.3; females 3.3). In men with osteoporosis, the most frequent fractures were hip (902), followed by lumbar vertebrae (842), ribs (648), and forearm (538), while in women, forearm (11,001), followed by hip (6885), lumbar vertebra (4813), and thoracic vertebra (2701) were the most common. PR in men was 21.9 for dorsal vertebrae fracture, 21.3 for lumbar vertebrae, 11.8 for ribs, and 7.7 for hip fracture. In women, PR was 15.7 for thoracic vertebrae, 13.3 for lumbar vertebrae, 3.3 for hip fracture, and 2.2 for forearm fracture.</p><h3>Conclusion</h3><p>Osteoporosis is a highly prevalent disease in Colombia where women are more affected. Although fractures were more common in women, men with osteoporosis have a higher PR of associated fractures.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142340034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction to: Incidence and excess mortality of hip fractures in a predominantly Caucasian population in the South of Brazil 更正:巴西南部以白种人为主的人群中髋部骨折的发生率和超额死亡率。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-24 DOI: 10.1007/s11657-024-01416-0
Dalisbor Marcelo Weber Silva, Marise Lazaretti-Castro, Cristiano Augusto de Freitas Zerbini, Vera Lúcia Szejnfeld, Sergio Ragi Eis, Victoria Zeghbi Cochenski Borba
{"title":"Correction to: Incidence and excess mortality of hip fractures in a predominantly Caucasian population in the South of Brazil","authors":"Dalisbor Marcelo Weber Silva,&nbsp;Marise Lazaretti-Castro,&nbsp;Cristiano Augusto de Freitas Zerbini,&nbsp;Vera Lúcia Szejnfeld,&nbsp;Sergio Ragi Eis,&nbsp;Victoria Zeghbi Cochenski Borba","doi":"10.1007/s11657-024-01416-0","DOIUrl":"10.1007/s11657-024-01416-0","url":null,"abstract":"","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142307045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perspectives of healthcare providers on osteoporosis, falls and fracture risk: a systematic review and thematic synthesis of qualitative studies 医疗服务提供者对骨质疏松症、跌倒和骨折风险的看法:定性研究的系统回顾和专题综述。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-24 DOI: 10.1007/s11657-024-01446-8
Catherine Cho, Grace Bak, Daniel Sumpton, Bethan Richards, Catherine Sherrington
{"title":"Perspectives of healthcare providers on osteoporosis, falls and fracture risk: a systematic review and thematic synthesis of qualitative studies","authors":"Catherine Cho,&nbsp;Grace Bak,&nbsp;Daniel Sumpton,&nbsp;Bethan Richards,&nbsp;Catherine Sherrington","doi":"10.1007/s11657-024-01446-8","DOIUrl":"10.1007/s11657-024-01446-8","url":null,"abstract":"<div><h3>Objective</h3><p>Osteoporosis and falls are major risk factors for osteoporotic fractures, with significant detriment to patients’ quality of life. We aimed to describe healthcare provider (HCP) perspectives and experiences in the diagnosis, management and prevention of osteoporosis, falls and fractures obtained through primary qualitative research.</p><h3>Methods</h3><p>Thematic synthesis was performed on articles identified through a search of electronic databases (MEDLINE, Embase, PsychINFO and CINAHL), which were searched from inception to May 2023.</p><h3>Results</h3><p>Twenty-seven studies including 1662 HCPs, including general practitioners (GPs), physicians, surgeons, physiotherapists (PTs), occupational therapists (OTs), pharmacists and nurses, were included, with identification of six themes: overshadowed as a disease entity, uncertainty in decision making, frustration with interdisciplinary and systemic tension, avoiding medical paternalism, desire for improved care and embracing the responsibility.</p><h3>Conclusion</h3><p>Osteoporotic fracture and fall prevention in routine clinical care is hampered by inadequate priority and lack of perceived connection with morbidity and mortality, deficits in interdisciplinary collaboration, lack of clinical confidence and health resourcing. However, HCPs acknowledge their role in promoting healthy ageing, thus providing support through appropriate continuing education, resourcing and public health campaigns that are significant future directions, which may improve osteoporotic fracture prevention.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11420259/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142307046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and safety of teriparatide vs. bisphosphonates and denosumab vs. bisphosphonates in osteoporosis not previously treated with bisphosphonates: a systematic review and meta-analysis of randomized controlled trials 特立帕肽对比双膦酸盐和地诺单抗对比双膦酸盐治疗既往未用过双膦酸盐的骨质疏松症的疗效和安全性:随机对照试验的系统回顾和荟萃分析。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-23 DOI: 10.1007/s11657-024-01447-7
Mingnian Li, Zhuoqi Ge, Benqi Zhang, Li Sun, Zhongyuan Wang, Tao Zou, Qi Chen
{"title":"Efficacy and safety of teriparatide vs. bisphosphonates and denosumab vs. bisphosphonates in osteoporosis not previously treated with bisphosphonates: a systematic review and meta-analysis of randomized controlled trials","authors":"Mingnian Li,&nbsp;Zhuoqi Ge,&nbsp;Benqi Zhang,&nbsp;Li Sun,&nbsp;Zhongyuan Wang,&nbsp;Tao Zou,&nbsp;Qi Chen","doi":"10.1007/s11657-024-01447-7","DOIUrl":"10.1007/s11657-024-01447-7","url":null,"abstract":"<div><h3>\u0000 <i>Summary</i>\u0000 </h3><p>The study found that in osteoporosis patients who had not previously received bisphosphonate treatment and were in a treatment cycle of over 12 months, both teriparatide and denosumab significantly increased bone mineral density compared to bisphosphonates. Additionally, teriparatide was also shown to significantly decrease the risk of fractures.</p><h3>Objective</h3><p>The systematic review and meta-analysis aimed to assess and compare the safety and efficacy of teriparatide vs. bisphosphonates and denosumab vs. bisphosphonates in patients with osteoporosis who had not previously received bisphosphonates.</p><h3>Methods</h3><p>We conducted a search of published literature from inception to May 31, 2023, including databases such as PubMed, Embase, Cochrane Library, CNKI, SinoMed, VIP, and WanFang. The study only included head-to-head randomized controlled trials (RCTs) that compared teriparatide and denosumab with bisphosphonates to treat patients with osteoporosis. Fixed-effect model and random-effect model were used due to clinical heterogeneity. Meta-analysis was performed via Stata 17.0.</p><h3>Results</h3><p>A total of 6680 patients were enrolled across 23 eligible trials. The results of the meta-analysis showed that teriparatide was superior to bisphosphonates in decreasing the risk of fracture (risk ratio (RR) = 0.61, 95% confidence interval (CI) (0.51, 0.74), <i>P</i> &lt; 0.001). Denosumab showed no benefit compared to bisphosphonates in reducing the risk of fracture in treating osteoporosis (RR 0.99, 95% CI (0.62, 1.57), <i>P</i> = 0.96). Compared with bisphosphonates, teriparatide and denosumab could significantly improve femoral neck, total hip, and lumbar spine bone mineral density (BMD) (<i>P</i> &lt; 0.05). Furthermore, teriparatide and denosumab did not increase the incidence of adverse events (teriparatide vs. bisphosphonates, RR 0.92, 95% CI (0.79, 1.08), <i>P</i> = 0.32; denosumab vs. bisphosphonates, RR 0.98, 95% CI (0.95, 1.02), <i>P</i> = 0.37).</p><h3>Conclusions</h3><p>Teriparatide is superior to bisphosphonates in decreasing the risk of fracture in patients with osteoporosis. In addition, teriparatide and denosumab were more efficacious than bisphosphonates in increasing the percentage change in BMD at the femoral neck, total hip, and lumbar spine.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11420281/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142279708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Bone Health Optimization Framework for Malaysia: a position paper by the Malaysian Bone Health Optimization Network (MyBONe) 马来西亚骨健康优化框架:马来西亚骨健康优化网络 (MyBONe) 的立场文件。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-21 DOI: 10.1007/s11657-024-01448-6
Joon-Kiong Lee, Juzaily Fekry Leong, Fu-Yuen Thong, Mohd Ariff Sharifudin, Azlina Amir Abbas, Nur Azree Ferdaus Kamudin, Sanjiv Rampal, Nor Faissal Yasin, Kwong-Weng Loh, Chee-Ken Chan, Paul James Mitchell
{"title":"A Bone Health Optimization Framework for Malaysia: a position paper by the Malaysian Bone Health Optimization Network (MyBONe)","authors":"Joon-Kiong Lee,&nbsp;Juzaily Fekry Leong,&nbsp;Fu-Yuen Thong,&nbsp;Mohd Ariff Sharifudin,&nbsp;Azlina Amir Abbas,&nbsp;Nur Azree Ferdaus Kamudin,&nbsp;Sanjiv Rampal,&nbsp;Nor Faissal Yasin,&nbsp;Kwong-Weng Loh,&nbsp;Chee-Ken Chan,&nbsp;Paul James Mitchell","doi":"10.1007/s11657-024-01448-6","DOIUrl":"10.1007/s11657-024-01448-6","url":null,"abstract":"<div><h3>Summary</h3><p>This position paper aims to establish and standardise Bone Health Optimization (BHO) strategies for older patients undergoing elective orthopaedic surgeries in Malaysia. It emphasises pre-, intra-, and post-operative assessments and tailored management. Adopting the “5IQ” approach, it proposes clinical standards and a registry to improve surgical outcomes and patient care.</p><h3>Purpose</h3><p>Osteoporosis and osteopenia are highly prevalent among older patients scheduled for elective arthroplasties and spinal surgeries. This position paper aims to establish, promote, and standardise effective Bone Health Optimization (BHO) strategies for such patients within orthopaedic practices in Malaysia. It emphasises the need for bone health assessments to be undertaken at the pre-operative, intra-operative, and post-operative stages, with tailored management strategies to meet individual patient needs.</p><h3>Methodology</h3><p>A comprehensive literature review was conducted, focusing on articles published from 2019 to 2024. Twelve broad themes were defined including definitions and importance of BHO, epidemiological data, assessment techniques, risk stratification, management strategies, and outcome metrics.</p><h3>Results</h3><p>Elective surgeries on patients with poor bone health are associated with adverse outcomes, such as periprosthetic fractures, aseptic loosening of implants, and complications after spinal surgeries. This position paper advocates for routine bone health assessments and monitoring during the pre-operative, intra-operative, and post-operative phases. It provides summaries of imaging modalities, risk assessment tools, and techniques for each phase. By adapting the successful “5IQ” approach from secondary fracture prevention, we propose 5IQ-based Clinical Standards for BHO, including 18 Key Performance Indicators. A Malaysian BHO Registry is proposed to benchmark care in real-time and support a national quality improvement programme. Practical resources, such as a BHO algorithm and key practice points, are included.</p><h3>Conclusion</h3><p>This position paper proposes a paradigm shift in the management of bone health for patients undergoing elective orthopaedic surgery in Malaysia, aiming to improve surgical outcomes and patient care through standardised BHO strategies.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11657-024-01448-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142279707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Subject-level spinal osteoporotic fracture prediction combining deep learning vertebral outputs and limited demographic data 结合深度学习椎体输出和有限人口统计学数据的主体级脊柱骨质疏松性骨折预测
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-10 DOI: 10.1007/s11657-024-01433-z
Nathan M. Cross, Jessica Perry, Qifei Dong, Gang Luo, Jonathan Renslo, Brian C. Chang, Nancy E. Lane, Lynn Marshall, Sandra K. Johnston, David R. Haynor, Jeffrey G. Jarvik, Patrick J. Heagerty
{"title":"Subject-level spinal osteoporotic fracture prediction combining deep learning vertebral outputs and limited demographic data","authors":"Nathan M. Cross,&nbsp;Jessica Perry,&nbsp;Qifei Dong,&nbsp;Gang Luo,&nbsp;Jonathan Renslo,&nbsp;Brian C. Chang,&nbsp;Nancy E. Lane,&nbsp;Lynn Marshall,&nbsp;Sandra K. Johnston,&nbsp;David R. Haynor,&nbsp;Jeffrey G. Jarvik,&nbsp;Patrick J. Heagerty","doi":"10.1007/s11657-024-01433-z","DOIUrl":"10.1007/s11657-024-01433-z","url":null,"abstract":"<div><h3>\u0000 <i>Summary</i>\u0000 </h3><p>Automated screening for vertebral fractures could improve outcomes. We achieved an AUC-ROC = 0.968 for the prediction of moderate to severe fracture using a GAM with age and three maximal vertebral body scores of fracture from a convolutional neural network. Maximal fracture scores resulted in a performant model for subject-level fracture prediction. Combining individual deep learning vertebral body fracture scores and demographic covariates for subject-level classification of osteoporotic fracture achieved excellent performance (AUC-ROC of 0.968) on a large dataset of radiographs with basic demographic data.</p><h3>Purpose</h3><p>Osteoporotic vertebral fractures are common and morbid. Automated opportunistic screening for incidental vertebral fractures from radiographs, the highest volume imaging modality, could improve osteoporosis detection and management. We consider how to form patient-level fracture predictions and summarization to guide management, using our previously developed vertebral fracture classifier on segmented radiographs from a prospective cohort study of US men (MrOS). We compare the performance of logistic regression (LR) and generalized additive models (GAM) with combinations of individual vertebral scores and basic demographic covariates.</p><h3>Methods</h3><p>Subject-level LR and GAM models were created retrospectively using all fracture predictions or summary variables such as order statistics, adjacent vertebral interactions, and demographic covariates (age, race/ethnicity). The classifier outputs for 8663 vertebrae from 1176 thoracic and lumbar radiographs in 669 subjects were divided by subject to perform stratified fivefold cross-validation. Models were assessed using multiple metrics, including receiver operating characteristic (ROC) and precision-recall (PR) curves.</p><h3>Results</h3><p>The best model (AUC-ROC = 0.968) was a GAM using the top three maximum vertebral fracture scores and age. Using top-ranked scores only, rather than all vertebral scores, improved performance for both model classes. Adding age, but not ethnicity, to the GAMs improved performance slightly.</p><h3>Conclusion</h3><p>Maximal vertebral fracture scores resulted in the highest-performing models. While combining multiple vertebral body predictions risks decreasing specificity, our results demonstrate that subject-level models maintain good predictive performance. Thresholding strategies can be used to control sensitivity and specificity as clinically appropriate.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142202578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment reclassification in Canada from the Osteoporosis Canada 2023 clinical practice guidelines: the Manitoba BMD Registry 加拿大根据《加拿大骨质疏松症 2023 年临床实践指南》进行的治疗重新分类:马尼托巴 BMD 登记。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-07 DOI: 10.1007/s11657-024-01445-9
William D. Leslie, Lisa M. Lix, Neil Binkley
{"title":"Treatment reclassification in Canada from the Osteoporosis Canada 2023 clinical practice guidelines: the Manitoba BMD Registry","authors":"William D. Leslie,&nbsp;Lisa M. Lix,&nbsp;Neil Binkley","doi":"10.1007/s11657-024-01445-9","DOIUrl":"10.1007/s11657-024-01445-9","url":null,"abstract":"<div><h3>Summary</h3><p>Osteoporosis Canada 2023 clinical practice guidelines increase the number of individuals recommended or suggested for anti-osteoporosis pharmacotherapy by refining treatment guidance for those who fell within the 2010 guidelines’ moderate-risk category.</p><h3>Purpose</h3><p>In 2023, Osteoporosis Canada updated its 2010 clinical practice guidelines based upon consideration of fracture history, 10-year major osteoporotic fracture (MOF) risk, and BMD <i>T</i>-score in conjunction with age. The 2023 guidelines eliminated risk categories, including the moderate-risk group that did not provide clear treatment guidance. The current study was performed to appreciate the implications of the shift from 2010 risk categories to 2023 treatment guidance.</p><h3>Methods</h3><p>The study population consisted of 79,654 individuals age ≥ 50 years undergoing baseline DXA testing from January 1996 to March 2018. Each individual was assigned to mutually exclusive categories based on 2010 and 2023 guideline recommendations. Treatment qualification, 10-year predicted and 10-year observed MOF risk were compared.</p><h3>Results</h3><p>Treatment reclassification under the 2023 guidelines only affected 33.8% of individuals in the 2010 moderate-risk group, with 13.0% assigned to no treatment, 14.4% to suggest treatment, and 6.4% to recommend treatment. During the mean follow-up of 7.2 years, 6364 (8.0%) individuals experienced one or more incidents of MOF. The observed 10-year cumulative incidence of MOF in the study population was 10.5% versus the predicted 10.7% (observed to predicted mean calibration ratio 0.98, 95% CI 0.96–1.00). Individuals reclassified from 2010 moderate risk to 2023 recommend treatment were at greater MOF risk than those in the 2010 moderate-risk group assigned to 2023 suggest treatment or no treatment, but at lower risk than those in the 2010 high-risk group.</p><h3>Conclusions</h3><p>Osteoporosis Canada 2023 clinical practice guidelines affect individuals within the 2010 moderate-risk category, increasing the number for whom anti-osteoporosis pharmacotherapy is recommended or suggested. Increased treatment could reduce the population burden of osteoporotic fractures, though moderate-risk individuals now qualifying for treatment have a lower predicted and observed fracture risk than high-risk individuals recommended for treatment under the 2010 guidelines.</p></div>","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142144925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The use of minimum common data set in the development of the Greek Fragility Hip Fracture Registry in the Greek health care setting: the first year of its pilot implementation 希腊脆性髋部骨折登记处在希腊医疗机构的发展过程中使用最低通用数据集:试点实施的第一年。
IF 3.1 3区 医学
Archives of Osteoporosis Pub Date : 2024-09-06 DOI: 10.1007/s11657-024-01443-x
Efthymios Iliopoulos, Theodoros Tosounidis, Reichan Molla Moustafa, Fotios Tilkidis, Ioannis Daskalakis, Dimitra Melissaridou, Dimitrios Serenidis, Vasileios Giannatos, Maria Sentona, Dimitrios Grammatikopoulos, Ioannis Gkiatas, Irini Tatani, Christianna Zidrou, Olga Savvidou, Michael Potoupnis, Georgios Drosos
{"title":"The use of minimum common data set in the development of the Greek Fragility Hip Fracture Registry in the Greek health care setting: the first year of its pilot implementation","authors":"Efthymios Iliopoulos,&nbsp;Theodoros Tosounidis,&nbsp;Reichan Molla Moustafa,&nbsp;Fotios Tilkidis,&nbsp;Ioannis Daskalakis,&nbsp;Dimitra Melissaridou,&nbsp;Dimitrios Serenidis,&nbsp;Vasileios Giannatos,&nbsp;Maria Sentona,&nbsp;Dimitrios Grammatikopoulos,&nbsp;Ioannis Gkiatas,&nbsp;Irini Tatani,&nbsp;Christianna Zidrou,&nbsp;Olga Savvidou,&nbsp;Michael Potoupnis,&nbsp;Georgios Drosos","doi":"10.1007/s11657-024-01443-x","DOIUrl":"10.1007/s11657-024-01443-x","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;\u0000 &lt;i&gt;Summary&lt;/i&gt;\u0000 &lt;/h3&gt;&lt;p&gt;The first Fragility Hip Fracture Registry has been established in Greece. The in-hospital length of stay was 10.8 days and was significantly influenced by the delayed surgical fixation. The increased age, the higher ASA grade, and the male gender influenced negatively the 30-day mortality, which reached 7.5%.&lt;/p&gt;&lt;h3&gt;Background&lt;/h3&gt;&lt;p&gt;The increased incidence of fragility hip fractures constitutes a great challenge to the health care professionals and causes a significant burden on national health care systems around the globe. Fragility hip fracture registries have been used in many countries in order to document the cotemporary situation in each country and to identify potential weaknesses of the local health care systems.&lt;/p&gt;&lt;h3&gt;Aim&lt;/h3&gt;&lt;p&gt;The aim of the herein study is to present the results of the pilot implementation of the first fragility hip fracture registry in Greece, which was developed by the Greek Chapter of Fragility Fracture Network (FFN Gr), and use the neural networks in the analysis of the results.&lt;/p&gt;&lt;h3&gt;Materials and methods&lt;/h3&gt;&lt;p&gt;Seven orthopaedic departments from six different hospitals in Greece participated in the present pilot study. All fragility hip fractures from September 2022 until December 2023 were prospectively collected and documented using a central database. For this purpose, the 22 points of minimum common data set, proposed by the Global Fragility Fracture Network, with the addition of the 30-day mortality was used.&lt;/p&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;p&gt;A total of 1009 patients who sustained a fragility hip fracture were included in the study. The mean age of the cohort was 82.2 ± 8.6 years with the majority of patients being female (72%). Sixty percent (60%) of the patients had an extracapsular hip fracture, with a mean ASA grade 2.6 ± 0.8. Intramedullary nailing and hip hemiarthroplasty were the surgical treatments of choice in the majority of extra- and intra-capsular hip fractures respectively. The mean hospital length of stay of the patients was 10.8 ± 8.5 days, and the 30-day mortality was 7.5%. The multivariant analysis revealed that the age, the ASA grade and the male gender had a significant contribution to the 30-day mortality. The neural network model had a significant under-the-curve predictive value (0.778), with age being the most important predictive factor. The length of stay was significantly influenced only by the delayed surgical fixation (more than 36 h from admission).&lt;/p&gt;&lt;h3&gt;Conclusions&lt;/h3&gt;&lt;p&gt;The present pilot study provides evidence that establishing a fragility hip fracture registry in Greece is feasible and demonstrates that the minimum common data set can be used as the base of any new registry. In Greece, patients with a fragility hip fracture stay in the hospital for approximately 11 days and have 7.5% 30-day mortality. Unfortunately, due to the logistics of the public healthcare system, they do not receive surgica","PeriodicalId":8283,"journal":{"name":"Archives of Osteoporosis","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142139143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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