Current Osteoporosis Reports最新文献

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Skeletal Health in Youth with Type 2 Diabetes. 青少年2型糖尿病患者的骨骼健康
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-07-25 DOI: 10.1007/s11914-025-00925-2
Hanine AlArab, Anna Zenno, Melinda Pierce
{"title":"Skeletal Health in Youth with Type 2 Diabetes.","authors":"Hanine AlArab, Anna Zenno, Melinda Pierce","doi":"10.1007/s11914-025-00925-2","DOIUrl":"https://doi.org/10.1007/s11914-025-00925-2","url":null,"abstract":"<p><strong>Purpose of review: </strong>This paper will discuss the impact of type 2 diabetes (T2D) on skeletal health in youth. We will review the myriad physiology and pathophysiology of diabetic bone fragility with a focus on several new findings in the past five years.</p><p><strong>Recent findings: </strong>T2D is associated with increased fracture risk despite normal or high bone mineral density. Evidence suggests T2D may adversely affect bone density acquisition during peak bone mass development. The pathophysiology involves low bone turnover, reduced unmineralized bone matrix, and increased collagen glycation, contributing to compromised bone strength. Recent findings from mouse models, Mendelian randomization, and human studies highlight the interplay between metabolic imbalances, genetic influences, cellular dysfunction, and treatment strategies. Bone fragility is a frequently underdiagnosed complication in youth with T2D. Early intervention in youth is crucial to prevent the progression of metabolic and osteopathic disturbances associated with diabetes that can impact long-term skeletal health.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"33"},"PeriodicalIF":4.3,"publicationDate":"2025-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144709607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Falls in People with Type 1 Diabetes: A Review of Prevalence, Risk Factors, and Preventive Strategies. 1型糖尿病患者跌倒:患病率、危险因素和预防策略综述
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-07-17 DOI: 10.1007/s11914-025-00926-1
Asger Ahlmann Bech, Mia Daugaard Madsen, Nicklas Højgaard-Hessellund Rasmussen
{"title":"Falls in People with Type 1 Diabetes: A Review of Prevalence, Risk Factors, and Preventive Strategies.","authors":"Asger Ahlmann Bech, Mia Daugaard Madsen, Nicklas Højgaard-Hessellund Rasmussen","doi":"10.1007/s11914-025-00926-1","DOIUrl":"https://doi.org/10.1007/s11914-025-00926-1","url":null,"abstract":"<p><strong>Purpose of the review: </strong>This review aims to summarize recent literature on the prevalence, risk factors, and prevention strategies for falls in people with type 1 diabetes. It highlights current knowledge gaps and proposes directions for future research.</p><p><strong>Recent findings: </strong>Emerging evidence suggests that adults with type 1 diabetes experience a significantly higher fall risk than the general population. Key risk factors include sarcopenia, dynapenia, impaired postural control and executive function, hypoglycemia, neuropathy, and polypharmacy. While exercise interventions are effective in reducing falls in type 2 diabetes, studies in type 1 diabetes remain sparse. High-intensity interval training shows early promise in improving balance and strength. Falls are an underrecognized yet significant complication in type 1 diabetes. Current evidence supports the need for multifaceted prevention strategies that target both physical deconditioning and diabetes-specific risk factors. More high-quality, type 1-specific studies are essential to develop effective interventions and improve patient outcomes.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"32"},"PeriodicalIF":4.3,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144650981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Disparities in the Diagnosis and Treatment of Osteoporosis in Persons with Cognitive Impairment and Dementia. 认知障碍和痴呆患者骨质疏松症的诊断和治疗差异。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-07-09 DOI: 10.1007/s11914-025-00924-3
Pritee Shrestha, Brinda Basida, Rachel E Elam, Joanna El Hajj, Brian Le, Howard A Fink, Monique Bethel, Shafer G Tharrington, Laura D Carbone
{"title":"Disparities in the Diagnosis and Treatment of Osteoporosis in Persons with Cognitive Impairment and Dementia.","authors":"Pritee Shrestha, Brinda Basida, Rachel E Elam, Joanna El Hajj, Brian Le, Howard A Fink, Monique Bethel, Shafer G Tharrington, Laura D Carbone","doi":"10.1007/s11914-025-00924-3","DOIUrl":"https://doi.org/10.1007/s11914-025-00924-3","url":null,"abstract":"<p><strong>Purpose of review: </strong>The purpose of this review is to summarize recently published scientific evidence (from January 1, 2020-January 1, 2025), on disparities in the diagnosis and treatment of osteoporosis and the treatment of fragility fractures in persons with cognitive impairment and dementia.</p><p><strong>Recent findings: </strong>Worldwide, the population is aging, and coincident with this, the number of individuals with osteoporosis and dementia is rapidly increasing. Several reports have suggested a link between these two chronic conditions. Persons with dementia who sustain an osteoporotic fracture have excess morbidity and mortality compared to similarly aged populations without cognitive impairment. However, the extent to which these differences are a function of disparities in the diagnosis and treatment of osteoporosis and treatment and rehabilitation for osteoporotic fractures is not clear. In this summary, we review the evidence that health and health care disparities exist for older adults with cognitive impairment or dementia with respect to osteoporosis diagnosis and treatment and management of fragility fractures. We highlight unique considerations for persons with cognitive impairment or dementia relative to diagnosis of osteoporosis, choice and frequency of use of osteoporosis pharmacotherapies, and consideration for rehabilitation services post hip fracture. More research is necessary to determine how best to reduce health care disparities with respect to diagnosis and treatment of osteoporosis and fragility fractures in older adults with cognitive impairment or dementia. Considerations should include early identification of persons at risk for fracture, use of osteoporosis drug therapies that require less frequent dosing and are administered by clinicians to enhance adherence, and access to patient and family-centered rehabilitation post hip fracture.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"31"},"PeriodicalIF":4.3,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144602022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Changes in Periprosthetic Bone Mineral Density Following Arthroplasty: An In-Depth Review and Current Perspectives. 关节置换术后假体周围骨矿物质密度的变化:深入回顾和当前观点。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-06-27 DOI: 10.1007/s11914-025-00921-6
Daizhi Li, Feiyang Liu, Yilin Hou, Yi Zeng
{"title":"Changes in Periprosthetic Bone Mineral Density Following Arthroplasty: An In-Depth Review and Current Perspectives.","authors":"Daizhi Li, Feiyang Liu, Yilin Hou, Yi Zeng","doi":"10.1007/s11914-025-00921-6","DOIUrl":"https://doi.org/10.1007/s11914-025-00921-6","url":null,"abstract":"<p><strong>Purpose of review: </strong>Arthroplasty (e.g., TKA, UKA, THA) is a gold-standard treatment for end-stage joint diseases, yet it often leads to periprosthetic bone mineral density (BMD) loss, increasing risks of implant loosening and fractures. This review aims to (1) evaluate current methods for measuring periprosthetic BMD, (2) analyze factors contributing to BMD reduction, and (3) discuss pharmacological interventions to mitigate bone loss, thereby improving postoperative outcomes.</p><p><strong>Recent findings: </strong>Recent studies highlight three primary BMD assessment tools: DEXA (widely used but limited by artifact interference), QCT (3D precision but higher cost/radiation), and HRpQCT (high-resolution yet restricted to peripheral sites). Key contributors to BMD loss include stress shielding, surgical technique, patient-specific factors (e.g., age, osteoporosis), and postoperative management gaps. Pharmacological agents like teriparatide (anabolic), denosumab (anti-resorptive), and TCM (e.g., Epimedium-derived compounds) show efficacy in preserving periprosthetic BMD. Periprosthetic BMD loss remains a critical challenge post-arthroplasty. While current monitoring tools and pharmacological strategies offer promising solutions, limitations in accessibility and standardization persist. Future research should focus on personalized BMD management protocols, cost-effective monitoring technologies, and long-term outcomes of combined therapies to optimize implant longevity and patient quality of life.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"30"},"PeriodicalIF":4.3,"publicationDate":"2025-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144508917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 Role of Osteoporosis in Total Hip Arthroplasty Periprosthetic Fractures and Current Management Strategies: a Review. 骨质疏松症在全髋关节置换术周围骨折中的作用及当前的处理策略:综述。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-06-23 DOI: 10.1007/s11914-025-00922-5
Jordan Bauer, Joseph Duero, Adam Lindsay
{"title":"The Role of Osteoporosis in Total Hip Arthroplasty Periprosthetic Fractures and Current Management Strategies: a Review.","authors":"Jordan Bauer, Joseph Duero, Adam Lindsay","doi":"10.1007/s11914-025-00922-5","DOIUrl":"10.1007/s11914-025-00922-5","url":null,"abstract":"<p><strong>Purpose of review: </strong>This review provides a background on osteoporosis, describes the relationship between osteoporosis and periprosthetic fracture following total hip arthroplasty (THA), as well as to discusses current management strategies and future directions for improved patient outcomes.</p><p><strong>Recent findings: </strong>Periprosthetic fracture of the hip is among one of the most common reasons for revision following THA and occurs in 0.1-3.5% of individuals. Periprosthetic fractures come with significant cost, morbidity, and future mortality. Risks for periprosthetic fractures following THA include female sex, older age, rheumatoid arthritis, and osteoporosis. Recent works have demonstrated that osteoporosis plays an important role in the rising prevalence of periprosthetic fractures following THA. This review characterizes the interplay between osteoporosis and periprosthetic hip fractures following THA with emphasis placed upon the pathophysiology of osteoporosis, the mechanisms by which osteoporosis promote periprosthetic fractures, management of such fractures, and the potential for future therapies.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"29"},"PeriodicalIF":4.3,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144477402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Oxygen Sensing in Osteocytes: From Physiology to Age-related Osteoporosis. 骨细胞中的氧感应:从生理学到年龄相关性骨质疏松症。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-06-21 DOI: 10.1007/s11914-025-00920-7
Kathryn Janeczko, Rafiou Agoro
{"title":"Oxygen Sensing in Osteocytes: From Physiology to Age-related Osteoporosis.","authors":"Kathryn Janeczko, Rafiou Agoro","doi":"10.1007/s11914-025-00920-7","DOIUrl":"10.1007/s11914-025-00920-7","url":null,"abstract":"<p><strong>Purpose of the review: </strong>The purpose of this review article is to discuss how oxygen sensing mechanisms regulate the expression of key osteocyte markers such as podoplanin (E11), sclerostin (SOST), receptor activator of nuclear factor-κB ligand (RANKL), and fibroblast growth factor 23 (FGF23); summarize the relevance of targeting oxygen sensing pathways in osteocytes to improve bone health; and highlight the importance of osteocyte oxygen sensing mechanisms in maintaining good bone health during aging.</p><p><strong>Recent findings: </strong>Oxygen sensing in osteocytes regulates osteocyte dendrites formation, bone mass and mineral metabolism through the regulation of E11, SOST, RANKL, and FGF23. Hypoxia Induced Factor (HIF) stabilization in osteocytes increases the activity of the histone deacetylase SIRT1 which represses SOST expression and increases the expression of FGF23. These recent findings suggest that targeting oxygen-associated pathways can be leveraged to control osteo-anabolic response and mineral metabolism. Aging is associated with the increase of circulating SOST; therefore, the mechanisms associated with SOST overproduction in bone may be linked to age-related changes in oxygen sensing in osteocytes. Understanding the changes of oxygen sensing mechanisms in osteocytes during aging may offer a therapeutic avenue to control SOST overproduction, a negative regulator of bone formation and therefore prevent age-related bone loss. We discuss how oxygen-sensing controls osteocyte physiology and how aging-mediated dysregulation of oxygen bioavailability promotes osteoporosis. We also explore how oxygen-modulating therapies can be used to improve bone healthspan.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"28"},"PeriodicalIF":4.3,"publicationDate":"2025-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Epigenetic Control of Osteogenesis: Pathways Toward Improved Bone Regeneration. 骨形成的表观遗传控制:改善骨再生的途径。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-06-18 DOI: 10.1007/s11914-025-00923-4
Marta Stetsiv, Sakinah Abdulsalam, Drew Dauphinee, Archana Sanjay, Rosa M Guzzo
{"title":"Epigenetic Control of Osteogenesis: Pathways Toward Improved Bone Regeneration.","authors":"Marta Stetsiv, Sakinah Abdulsalam, Drew Dauphinee, Archana Sanjay, Rosa M Guzzo","doi":"10.1007/s11914-025-00923-4","DOIUrl":"https://doi.org/10.1007/s11914-025-00923-4","url":null,"abstract":"<p><strong>Purpose of review: </strong>In this review, we summarize our evolving understanding of the epigenetic mechanisms directing the osteogenic differentiation of skeletal progenitor cells.</p><p><strong>Recent findings: </strong>Advances in genome-wide approaches used to profile chromatin accessibility and histone modifications in skeletal progenitors have uncovered chromatin remodeling associated with progression of osteoblast differentiation and the key regulatory nodes driving this process. Utilization of cell culture systems and genetic mouse models highlight the key enzymes regulating histone posttranslational modifications and DNA methylation that promote the transition of cells from progenitor to mature osteoblast stage. Herein, the described studies provide emerging insights gained from pharmacologic targeting of chromatin modifiers promoting osteogenic differentiation of skeletal progenitors. While our fundamental understanding of chromatin modifiers and factors regulating chromatin accessibility and transcriptional activity in skeletal progenitors continues to develop, future research may inform new therapeutic approaches to promote osteoblast differentiation and enhance mineralization to augment fracture repair.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"27"},"PeriodicalIF":4.3,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144318412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 of Osteoporosis in Patients with Chronic Kidney Disease. 慢性肾病患者骨质疏松症的治疗。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-06-02 DOI: 10.1007/s11914-025-00919-0
Michaël R Laurent, Jolan Dupont, Wim Lemahieu, Sofie Jamar, Bea Mellaerts, Marian Dejaeger, Evelien Gielen, Pieter Evenepoel
{"title":"Treatment of Osteoporosis in Patients with Chronic Kidney Disease.","authors":"Michaël R Laurent, Jolan Dupont, Wim Lemahieu, Sofie Jamar, Bea Mellaerts, Marian Dejaeger, Evelien Gielen, Pieter Evenepoel","doi":"10.1007/s11914-025-00919-0","DOIUrl":"https://doi.org/10.1007/s11914-025-00919-0","url":null,"abstract":"<p><strong>Purpose of review: </strong>To discuss current evidence on the diagnosis and management of osteoporosis in patients with chronic kidney disease (CKD).</p><p><strong>Recent findings: </strong>Osteoporosis and fractures are prevalent in older CKD patients and associated with poor process indicators and outcomes. While osteoporosis treatment is generally similar in patients without or with CKD up to stage 3, there is still a lack of evidence to guide many areas of osteoporosis management in CKD stages 4-5. There is an urgent need to establish local multidisciplinary care pathways for CKD and dialysis patients with osteoporosis, involving nephrologists, bone specialists and fracture liaison services. Optimization of calcium and vitamin D metabolism and non-pharmacological measures including exercise and falls prevention should be considered in all patients. Withholding bone drugs solely based on glomerular filtration rates may constitute renalism (discrimination based on kidney function), which would further widen the already large treatment gap in osteoporosis. On the other hand, more evidence is needed to inform almost every aspect of anti-osteoporotic pharmacotherapy in CKD stages 4-5. The concept of choosing between antiresorptive or anabolic bone drugs based on a pre-treatment assessment of bone turnover (using biomarkers or bone biopsies), is a dogma in urgent need of critical re-evaluation. This narrative review aims to summarize our current understanding of the management of CKD-associated osteoporosis and fracture prevention in stage 4-5 CKD patients.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"26"},"PeriodicalIF":4.3,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144209995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: PTH Substitution Therapy for Chronic Hypoparathyroidism: PTH 1-84 and Palopegteriparatide. 修正:慢性甲状旁腺功能减退的PTH替代疗法:PTH 1-84和palopegteriparatip。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-05-27 DOI: 10.1007/s11914-025-00916-3
Andrea Palermo, Anda Mihaela Naciu, Yu Kwang Tay Donovan, Gaia Tabacco, Guido Zavatta
{"title":"Correction to: PTH Substitution Therapy for Chronic Hypoparathyroidism: PTH 1-84 and Palopegteriparatide.","authors":"Andrea Palermo, Anda Mihaela Naciu, Yu Kwang Tay Donovan, Gaia Tabacco, Guido Zavatta","doi":"10.1007/s11914-025-00916-3","DOIUrl":"https://doi.org/10.1007/s11914-025-00916-3","url":null,"abstract":"","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"25"},"PeriodicalIF":4.3,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144152457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Bridging Genomic Research Disparities in Osteoporosis GWAS: Insights for Diverse Populations. 弥合骨质疏松GWAS的基因组研究差异:不同人群的见解。
IF 4.3 2区 医学
Current Osteoporosis Reports Pub Date : 2025-05-24 DOI: 10.1007/s11914-025-00917-2
Qing Wu, Jingyuan Dai, Jianing Liu, Lang Wu
{"title":"Bridging Genomic Research Disparities in Osteoporosis GWAS: Insights for Diverse Populations.","authors":"Qing Wu, Jingyuan Dai, Jianing Liu, Lang Wu","doi":"10.1007/s11914-025-00917-2","DOIUrl":"10.1007/s11914-025-00917-2","url":null,"abstract":"<p><strong>Purpose of review: </strong>Genome-wide association studies (GWAS) have significantly advanced osteoporosis research by identifying genetic loci associated with bone mineral density (BMD) and fracture risk. However, disparities persist due to the underrepresentation of non-European populations, limiting the applicability of polygenic risk scores (PRS). This review examines recent advancements in osteoporosis genetics, highlights existing disparities, and explores strategies for more inclusive research.</p><p><strong>Recent findings: </strong>European-focused GWAS have identified key loci for osteoporosis, including WNT signaling (SOST, LRP5) and RUNX2 transcriptional regulation. However, fewer than 40% of these variants can be replicated in Asian and African populations. Emerging studies in non-European groups reveal population-specific loci, sex-specific associations, and gene-environment interactions. Advances in machine learning (ML)-assisted GWAS and multi-omics integration are improving genetic discovery. Expanding GWAS in diverse populations, integrating multi-omics data, refining ML-based risk models, and standardizing biobank data are essential for equitable osteoporosis research. Future efforts must prioritize clinical translation to enhance personalized osteoporosis prevention and treatment.</p>","PeriodicalId":48750,"journal":{"name":"Current Osteoporosis Reports","volume":"23 1","pages":"24"},"PeriodicalIF":4.3,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12103327/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144136399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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