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A novel SGMS2 mutation associated with high bone mass; description of an affected family with recurrent fragility fractures 与高骨量有关的新型 SGMS2 基因突变;描述一个反复发生脆性骨折的受影响家族
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-03-01 DOI: 10.1016/j.bonr.2025.101833
Shinjan Patra , Sweekruti Jena , Ketki Kedar , Minal Pande , Kishore K Katam , Ashka Prajapti , Udhaya Kotecha , Parin Vyas
SGMS2 mutation can present with childhood-onset low bone mass and recurrent fragility fractures. We report a 25-year-old man with a three-generation family history of recurrent fragility fractures and diffuse high bone mass. He was found to have a heterozygous frameshift variant c.1052_1074dup in the SGMS2 gene.
Our case highlights a novel genetic mutation in the SGMS2 gene and reports the first family of SGMS2 mutation with high bone mass.
SGMS2突变可表现为儿童期低骨量和复发性脆性骨折。我们报告一位25岁的男性,有三代复发性脆性骨折和弥漫性高骨量的家族史。在SGMS2基因中发现一个杂合移码变异c.1052_1074dup。我们的病例强调了SGMS2基因的一个新的基因突变,并报道了第一个具有高骨量的SGMS2突变家族。
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引用次数: 0
Biomechanical influence of numerical variants of lumbosacral transitional vertebra with Castellvi type I on adjacent discs and facet joints based on 3D finite element analysis 基于三维有限元分析的Castellvi型腰骶过渡椎数值变异体对相邻椎间盘和关节突的生物力学影响
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-02-20 DOI: 10.1016/j.bonr.2025.101831
Tongxin Zhu, Zhangyan Xu, Dan Liu, Wei Zeng, Yongliang Pu, Haitao Yang

Objectives

To investigate the effect of lumbosacral transitional vertebra (LSTV) on the biomechanical properties of adjacent discs and facet joints based on geometrically 3D personalized FEA.

Methods

A total of 45 individuals who underwent low dose whole body CT scans were retrospectively included and equally divided into 23, 24, and 25 presacral vertebrae (PSV) groups. Three-dimensional Finite Element computational models of normal and number-variant sub-types of LSTV were created. The biomechanical parameters, including the range of motion (ROM), the intervertebral disc pressure (IDP), and facet joint forces (FJF), were all evaluated to determine the biomechanical effects. IDP was equally divided into anterior (AIDP), middle (MIDP) and posterior (PIDP) parts along the short axis of the intervertebral disc.

Results

During extension, the 23 PSV group exhibited significantly higher von Meiss stress in the upper intervertebral disc compared to the 24 and 25 PSV groups (P = 0.003), indicating concentrated stress in the upper lumbar region and an increased the likelihood of localized disc degeneration over time. Furthermore, the 23 PSV group exhibited a larger ROM (3.28°) than the 25 PSV group (1.40°) (P = 0.011), implying greater segmental mobility and possible instability in the transitional segment. During flexion, the 25 PSV group showed higher stress in the lower intervertebral disc and a larger ROM than the 23 and 24 PSV groups; however, the differences were not significant (P > 0.05).

Conclusions

The increased stress distribution and ROM in the upper disc of the transitional segment were only found in the 23 PSV sub-type of Castellvi type I LSTVs during extension, but not in the 25 PSV sub-type, which may help to further understand the impact of LSTV on the surrounding structures.
目的基于几何三维个性化有限元分析探讨腰骶过渡椎体(LSTV)对相邻椎间盘和关节突关节生物力学特性的影响。方法回顾性分析45例接受低剂量全身CT扫描的患者,平均分为23、24、25个骶前椎(PSV)组。建立了LSTV正常子型和变数子型的三维有限元计算模型。生物力学参数,包括活动范围(ROM)、椎间盘压力(IDP)和关节突关节力(FJF),均被评估以确定生物力学效应。沿椎间盘短轴将IDP平均分为前(AIDP)、中(MIDP)和后(PIDP)部分。结果在伸展过程中,与24和25 PSV组相比,23 PSV组在上椎间盘表现出更高的von Meiss应力(P = 0.003),表明应力集中在上腰椎区域,随着时间的推移,椎间盘局部退变的可能性增加。此外,23 PSV组的ROM(3.28°)比25 PSV组(1.40°)更大(P = 0.011),这意味着更大的节段流动性和过渡节段可能的不稳定性。屈曲时,与23和24 PSV组相比,25 PSV组下椎间盘的应力更高,ROM更大;但差异不显著(P >;0.05)。结论Castellvi I型LSTV在伸展过程中,仅23 PSV亚型出现过渡段上盘应力分布和ROM增加,而25 PSV亚型无此现象,这有助于进一步了解LSTV对周围结构的影响。
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引用次数: 0
Total talectomy and reconstruction using unrestricted 3D printed prosthesis for pediatric talus hemangioendothelioma 儿童距骨血管内皮瘤的全距骨切除术和3D打印假体重建
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-02-13 DOI: 10.1016/j.bonr.2025.101830
Yunlong Zhang, Zhichang Zhang

Background

Epithelioid hemangioendothelioma (EHE) is an ultra-rare vascular sarcoma with an extremely low incidence and prevalence, particularly in children. We report the case of a 9-year-old girl diagnosed with EHE. There are limited reconstruction methods available following total talus resection for vascular endothelioma of the talus, and the use of a 3D-printed talus prosthesis in pediatric cases has not been previously documented.

Case presentation

A 9-year-old girl presented to our unit with swelling, pain, and limited mobility of the ankle for one month without an obvious cause. X-ray and CT imaging revealed osteolytic lesions in the talus, which was identified as a low-grade malignant tumor that had nearly completely invaded the talus and was surrounded by immature bone. The American Foot and Ankle Surgery Association (AOFAS) score was 75/100. We performed a total resection of the talus followed by unrestricted talus replacement. Three months post-operation, the child was able to walk unaided. Ankle function was assessed at 6 and 13 months post-surgery, with the AOFAS score improving from 75 to 91, indicating that her functional needs for daily life were largely met.

Conclusion

Following complete excision of the lesion, the immature bone surrounding the talus was successfully preserved using an unrestricted 3D-printed prosthesis during ankle reconstruction. Our patient demonstrated satisfactory ankle function during the 6-month follow-up. This method is both safe and stable, yielding promising results, particularly for juvenile patients.
深上皮样血管内皮瘤(EHE)是一种极其罕见的血管肉瘤,发病率和患病率极低,尤其是在儿童中。我们报告的情况下,9岁的女孩诊断为EHE。距骨血管内皮瘤全距骨切除术后的重建方法有限,在儿童病例中使用3d打印距骨假体以前没有记录。病例介绍:一名9岁女孩因脚踝肿胀、疼痛和活动受限一个月无明显原因而来我科就诊。x线及CT显示距骨溶骨性病变,确定为低级别恶性肿瘤,几乎完全侵入距骨,周围为未成熟骨。美国足踝外科协会(AOFAS)评分为75/100。我们进行了距骨全切除术,然后进行了无限制距骨置换。手术后三个月,孩子可以独立行走了。术后6个月和13个月对踝关节功能进行评估,AOFAS评分从75分提高到91分,表明患者的日常生活功能需求基本得到满足。结论在完全切除病变后,在踝关节重建过程中使用不受限制的3d打印假体成功地保留了距骨周围的未成熟骨。在6个月的随访中,患者表现出满意的踝关节功能。这种方法既安全又稳定,产生了有希望的结果,特别是对青少年患者。
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引用次数: 0
Elevated sclerostin levels contribute to reduced bone mineral density in non-ambulatory stroke patients 硬骨蛋白水平升高导致无法行走的中风患者骨质密度降低
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-02-11 DOI: 10.1016/j.bonr.2025.101829
Hye Kyoung Lee , Geneva Rose Notario , Sun Young Won , Jung Hwan Kim , Su Min Lee , Ha Seong Kim , Sung-Rae Cho
Osteoporosis following stroke is a significant impediment to patient recovery. Decreased mechanical loading and locomotion following the onset of paralysis in stroke patients, especially those who are non-ambulatory, contributes greatly to bone loss. Sclerostin, a protein encoded by the SOST gene, accumulates as a result of reduced mechanical loading and inhibits bone formation. This study explores the relationship between mechanical unloading, sclerostin levels, and bone mineral density (BMD) in stroke patients, utilizing three cohorts. Analysis of Cohort 1, consisting of patients with available sclerostin level measurements, found significantly elevated sclerostin levels in non-ambulatory patients compared to ambulatory patients, indicating the influence of ambulatory status on sclerostin regulation. Cohort 2, consisting of patients with BMD measurements, demonstrated that prolonged mechanical unloading in non-ambulatory patients resulted in a greater decline in BMD over time. Analysis in Cohort 3 patients, who had bilateral BMD measurements available, revealed that hemiplegic sides subjected to reduced mechanical loading exhibited lower BMD compared to non-hemiplegic sides. These findings collectively confirm the hypothesis that reduced mechanical loading elevates sclerostin levels and accelerates bone loss. By integrating data across the three cohorts, this study underscores the critical impact of mechanical unloading on bone health, particularly in chronic stroke patients with limited mobility. Our study provides clinical insights for treatments integrating ambulatory status, sclerostin levels, and BMD in chronic stroke patients and highlights an increased need for therapeutics targeting mechanical loading pathways and sclerostin accumulation which can be administered to treat chronic osteoporosis following stroke.
中风后骨质疏松症是患者康复的重要障碍。中风患者瘫痪后机械负荷和运动减少,尤其是那些不能走动的患者,对骨质流失有很大的影响。硬化蛋白是一种由SOST基因编码的蛋白质,由于机械负荷减少而积累,并抑制骨形成。本研究利用三个队列探讨脑卒中患者机械卸荷、硬化蛋白水平和骨密度(BMD)之间的关系。队列1的分析,包括可用的硬化蛋白水平测量的患者,发现非门诊患者的硬化蛋白水平明显高于门诊患者,表明门诊状态对硬化蛋白调节的影响。队列2,由骨密度测量的患者组成,证明非门诊患者长时间的机械卸载导致骨密度随时间的更大下降。在队列3患者中,有双侧骨密度测量结果的分析显示,与非偏瘫侧相比,机械负荷减少的偏瘫侧骨密度较低。这些发现共同证实了减少机械负荷会提高硬化蛋白水平并加速骨质流失的假设。通过整合三个队列的数据,本研究强调了机械卸载对骨骼健康的关键影响,特别是对行动能力有限的慢性中风患者。我们的研究为综合动态状态、硬化蛋白水平和慢性脑卒中患者骨密度的治疗提供了临床见解,并强调了对针对机械负荷途径和硬化蛋白积累的治疗方法的需求增加,这些治疗方法可以用于治疗脑卒中后慢性骨质疏松症。
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引用次数: 0
Heterotopic ossification (HO) prophylaxis in total hip arthroplasty (THA): A systematic review of level I and level II evidence since 2000 全髋关节置换术(THA)中异位骨化(HO)预防:自2000年以来I级和II级证据的系统回顾
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-25 DOI: 10.1016/j.bonr.2025.101828
Troy B. Puga , McKenna W. Box , Vincent M. Dieu , Charles R. Marchese , John T. Riehl

Introduction

Heterotopic ossification (HO) is a somewhat common occurrence after total hip arthroplasty (THA), particularly with certain approaches. This complication can be detrimental to the success of the surgical outcome. Indomethacin and radiotherapy remain common treatment modalities; however, no true gold-standard treatment is universally agreed upon. This study aims to evaluate Level I and Level II evidence for treatment practices of HO prophylaxis since 2000.

Methods

To evaluate HO prophylaxis in total hip arthroplasty, a search was conducted across MEDLINE/Pubmed, Cochrane, and Embase databases using keywords and Medical Subject Heading (MeSH) terms. Titles and abstracts were screened for eligibility for inclusion criteria. Full texts were screened and included if they met eligibility criteria.

Results

HO chemical prophylaxis was more effective than no HO prophylaxis, except for aspirin. Multiple NSAIDs showed equivalence and better side effect profiles than indomethacin. No one superior NSAID was found, and numerous modalities showed efficacy. The most effective dosages of radiation therapy and combination therapy remain unclear. Additionally, both etidronate and salmon calcitonin showed benefit in preventing HO in one study each.

Conclusion

Radiation, NSAIDs, and combination therapy all showed efficacy as HO prophylaxis modalities. HO prophylaxis treatment and modalities should be guided upon patient and surgical factors such as surgical approach, side effects and tolerability of modalities, comorbidities, and available facility resources to optimize the prevention of HO.
Level of evidence: Level IV Therapeutic.
异位骨化(HO)是全髋关节置换术(THA)后的常见现象,特别是在某些入路中。这种并发症对手术结果的成功是不利的。吲哚美辛和放疗仍然是常见的治疗方式;然而,没有一种真正的黄金标准治疗方法得到普遍认可。本研究旨在评估自2000年以来HO预防治疗实践的I级和II级证据。方法为了评估全髋关节置换术中HO的预防作用,使用关键词和医学主题标题(MeSH)在MEDLINE/Pubmed、Cochrane和Embase数据库中进行了检索。筛选标题和摘要是否符合纳入标准。如果全文符合资格标准,则对其进行筛选并纳入。结果除阿司匹林外,HO化学预防比无HO预防更有效。多种非甾体抗炎药表现出与吲哚美辛等效且副作用更好的特点。没有一种更好的非甾体抗炎药被发现,许多治疗方式显示出疗效。放射治疗和联合治疗的最有效剂量尚不清楚。此外,在一项研究中,依地膦酸盐和鲑鱼降钙素都显示出预防HO的益处。结论放疗、非甾体抗炎药及联合治疗均可作为HO的预防方式。HO预防治疗和模式应根据患者和手术因素,如手术方式、副作用和模式的耐受性、合并症和现有设施资源来指导,以优化HO的预防。证据等级:IV级治疗性。
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引用次数: 0
Long-term effects of infrapatellar fat pad SVF infiltration in knee osteoarthritis management: A prospective cohort study 髌下脂肪垫SVF浸润对膝关节骨关节炎治疗的长期影响:一项前瞻性队列研究
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-24 DOI: 10.1016/j.bonr.2025.101827
Klaus Werner Labarre, Gerald Zimmermann
<div><h3>Background</h3><div>Knee osteoarthritis (OA) is a prevalent and debilitating condition that significantly impacts patients' quality of life and poses a substantial socioeconomic burden. Current treatments, including nonsteroidal anti-inflammatory drugs (NSAIDs) and physical therapy, often provide only temporary relief and fail to halt disease progression, particularly in advanced stages where knee replacement surgery becomes the primary option. Regenerative cell therapies, particularly those utilizing mesenchymal stem cells (MSCs), have emerged as promising alternatives due to their anti-inflammatory and regenerative properties. This study investigates the efficacy of stromal vascular fraction (SVF) derived from autologous adipose tissue when injected into the infrapatellar (Hoffa's) fat pad, an approach that leverages the rich vascular and stem cell environment of the fat pad to potentially modulate inflammation and promote tissue repair.</div></div><div><h3>Methods</h3><div>Patients receiving therapy with SVF were invited to participate in the study. Inclusion criteria encompassed male and female patients aged 18 years or older with a Kellgren-Lawrence score up to 4, while exclusion criteria included malignant tumors, sepsis, or skin lesions at the site of collection or injection. A total of 25 patients were included in the study cohort, with two patients receiving bilateral treatment, resulting in 27 knees analyzed.</div><div>For the correlation analysis, an additional four patients who had only completed the six-month follow-up were included, one of whom underwent bilateral treatment. This extended the correlation analysis cohort to 29 patients and 32 knees. However, these four patients were excluded from the final study analysis as they had not completed the two-year follow-up. Consequently, the final analysis focused exclusively on the 25 patients (27 knees) who completed the full two-year follow-up.</div></div><div><h3>Results</h3><div>Significant improvements were observed in VAS pain scores and KOOS subscales for pain, activities of daily living (ADL), and quality of life (QOL) at 6 and 24 months (<em>p</em> < 0.05). The correlation between the number of injected cells and functional improvements was significant for ADL at 6 months (Spearman's rho = 0.31, <em>p</em> = 0.044). This time point was prioritized to evaluate early therapeutic responses, as it represents a critical window when cellular activity and therapeutic effects are believed to peak. Focusing on the six-month follow-up allowed for a detailed assessment of these early impacts while minimizing potential confounding factors observed in later stages. No major complications were reported.</div></div><div><h3>Conclusion</h3><div>SVF infiltration into the infrapatellar fat pad shows promising long-term benefits in pain relief and functional improvement for knee OA patients. Despite the lack of blinding and a control group, these findings suggest that SVF therapy coul
膝关节骨性关节炎(OA)是一种普遍且使人衰弱的疾病,严重影响患者的生活质量,并造成严重的社会经济负担。目前的治疗方法,包括非甾体抗炎药(NSAIDs)和物理治疗,通常只能提供暂时的缓解,不能阻止疾病的进展,特别是在膝关节置换手术成为主要选择的晚期。再生细胞疗法,特别是利用间充质干细胞(MSCs)的疗法,由于其抗炎和再生特性而成为有希望的替代疗法。本研究研究了自体脂肪组织衍生的基质血管组分(SVF)注射到髌下(Hoffa’s)脂肪垫后的疗效,这种方法利用脂肪垫丰富的血管和干细胞环境来调节炎症和促进组织修复。方法邀请接受SVF治疗的患者参与研究。纳入标准包括年龄≥18岁且kelgren - lawrence评分≥4的男性和女性患者,排除标准包括恶性肿瘤、败血症或采集或注射部位的皮肤病变。研究队列共纳入25例患者,其中2例患者接受双侧治疗,共分析27个膝关节。为了进行相关性分析,另外4名患者只完成了6个月的随访,其中1名接受了双侧治疗。这将相关分析队列扩展到29名患者和32个膝关节。然而,这4例患者因未完成2年随访而被排除在最终研究分析之外。因此,最终的分析集中在25名患者(27个膝关节),他们完成了为期两年的随访。结果在6个月和24个月时,两组患者的VAS疼痛评分和kos疼痛亚量表、日常生活活动(ADL)和生活质量(QOL)均有显著改善(p <;0.05)。注射细胞数与6个月时ADL功能改善之间的相关性显著(Spearman’s rho = 0.31, p = 0.044)。这个时间点被优先用于评估早期治疗反应,因为它代表了细胞活动和治疗效果达到峰值的关键窗口。关注六个月的随访可以详细评估这些早期影响,同时最大限度地减少后期观察到的潜在混杂因素。无重大并发症报道。结论svf浸润髌下脂肪垫对膝关节OA患者的疼痛缓解和功能改善具有远期疗效。尽管缺乏盲法和对照组,这些研究结果表明,SVF治疗可能是一种可行的微创替代更具侵入性的手术干预。
{"title":"Long-term effects of infrapatellar fat pad SVF infiltration in knee osteoarthritis management: A prospective cohort study","authors":"Klaus Werner Labarre,&nbsp;Gerald Zimmermann","doi":"10.1016/j.bonr.2025.101827","DOIUrl":"10.1016/j.bonr.2025.101827","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Background&lt;/h3&gt;&lt;div&gt;Knee osteoarthritis (OA) is a prevalent and debilitating condition that significantly impacts patients' quality of life and poses a substantial socioeconomic burden. Current treatments, including nonsteroidal anti-inflammatory drugs (NSAIDs) and physical therapy, often provide only temporary relief and fail to halt disease progression, particularly in advanced stages where knee replacement surgery becomes the primary option. Regenerative cell therapies, particularly those utilizing mesenchymal stem cells (MSCs), have emerged as promising alternatives due to their anti-inflammatory and regenerative properties. This study investigates the efficacy of stromal vascular fraction (SVF) derived from autologous adipose tissue when injected into the infrapatellar (Hoffa's) fat pad, an approach that leverages the rich vascular and stem cell environment of the fat pad to potentially modulate inflammation and promote tissue repair.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;div&gt;Patients receiving therapy with SVF were invited to participate in the study. Inclusion criteria encompassed male and female patients aged 18 years or older with a Kellgren-Lawrence score up to 4, while exclusion criteria included malignant tumors, sepsis, or skin lesions at the site of collection or injection. A total of 25 patients were included in the study cohort, with two patients receiving bilateral treatment, resulting in 27 knees analyzed.&lt;/div&gt;&lt;div&gt;For the correlation analysis, an additional four patients who had only completed the six-month follow-up were included, one of whom underwent bilateral treatment. This extended the correlation analysis cohort to 29 patients and 32 knees. However, these four patients were excluded from the final study analysis as they had not completed the two-year follow-up. Consequently, the final analysis focused exclusively on the 25 patients (27 knees) who completed the full two-year follow-up.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;div&gt;Significant improvements were observed in VAS pain scores and KOOS subscales for pain, activities of daily living (ADL), and quality of life (QOL) at 6 and 24 months (&lt;em&gt;p&lt;/em&gt; &lt; 0.05). The correlation between the number of injected cells and functional improvements was significant for ADL at 6 months (Spearman's rho = 0.31, &lt;em&gt;p&lt;/em&gt; = 0.044). This time point was prioritized to evaluate early therapeutic responses, as it represents a critical window when cellular activity and therapeutic effects are believed to peak. Focusing on the six-month follow-up allowed for a detailed assessment of these early impacts while minimizing potential confounding factors observed in later stages. No major complications were reported.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;div&gt;SVF infiltration into the infrapatellar fat pad shows promising long-term benefits in pain relief and functional improvement for knee OA patients. Despite the lack of blinding and a control group, these findings suggest that SVF therapy coul","PeriodicalId":9043,"journal":{"name":"Bone Reports","volume":"24 ","pages":"Article 101827"},"PeriodicalIF":2.1,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143158119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 simple and user-friendly machine learning model to detect osteoporosis in health examination populations in Southern Taiwan 一个简单易用的机器学习模型来检测台湾南部健康检查人群中的骨质疏松症。
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-11 DOI: 10.1016/j.bonr.2025.101826
Wei-Chin Huang , I-Shu Chen , Hsien-Chung Yu , Chi-Shen Chen , Fu-Zong Wu , Chiao-Lin Hsu , Pin-Chieh Wu

Background

Osteoporosis is a growing public health concern in aging populations such as Taiwan, where limited utilization of dual-energy X-ray absorptiometry (DXA) often leads to underdiagnosis and even delayed treatment. Therefore, we leveraged machine learning (ML) and aimed to develop a simple and easily accessible model that effectively identifies individuals at high risk of osteoporosis.

Methods

This retrospective analysis enrolled 5510 men aged ≥50 years and 4720 postmenopausal women who underwent DXA at the Kaohsiung Veterans General Hospital, with another cohort of 610 men and 523 women for validation. We developed separate models for men and women using decision trees, random forests, support vector machines, k-nearest neighbors, extreme gradient boosting, and artificial neural networks (ANNs) to predict osteoporosis. Furthermore, we compared each model with the traditional Osteoporosis Self-Assessment Tool for Asians (OSTA) model.

Results

We identified age, height, weight, and BMI as variables for our prediction model and evaluated the model's performance using the area under the receiver operating characteristic curve (AUC). The ANN model significantly outperformed the OSTA model and all the other ML models for both men and women (AUC: 0.67 for men; 0.77 for women). The validation data for the ANN model showed similar AUCs for both men and women.

Conclusion

This study developed ML models to help identify individuals at high risk of osteoporosis in postmenopausal women and men aged ≥50 years in southern Taiwan. Our ML models, especially the ANN model, surpassed the OSTA model and consistently performed well across different populations.
背景:骨质疏松症是台湾等老龄化人口日益关注的公共卫生问题,双能x线吸收仪(DXA)的有限使用经常导致诊断不足甚至延误治疗。因此,我们利用机器学习(ML),旨在开发一种简单易用的模型,有效识别骨质疏松症高风险个体。方法:本回顾性分析纳入5510名年龄≥50岁的男性和4720名绝经后妇女,并在高雄退伍军人总医院接受DXA治疗,另一队列为610名男性和523名女性进行验证。我们使用决策树、随机森林、支持向量机、k近邻、极端梯度增强和人工神经网络(ann)为男性和女性开发了单独的模型来预测骨质疏松症。此外,我们将每个模型与传统的骨质疏松自我评估工具(OSTA)模型进行了比较。结果:我们确定了年龄、身高、体重和BMI作为预测模型的变量,并使用受试者工作特征曲线下面积(AUC)评估模型的性能。ANN模型在男性和女性上都明显优于OSTA模型和所有其他ML模型(AUC: 0.67;女性0.77)。人工神经网络模型的验证数据显示,男性和女性的auc相似。结论:本研究建立了ML模型,以帮助识别台湾南部年龄≥50岁的绝经后女性和男性骨质疏松症的高危个体。我们的机器学习模型,尤其是人工神经网络模型,超越了OSTA模型,并在不同的人群中始终表现良好。
{"title":"A simple and user-friendly machine learning model to detect osteoporosis in health examination populations in Southern Taiwan","authors":"Wei-Chin Huang ,&nbsp;I-Shu Chen ,&nbsp;Hsien-Chung Yu ,&nbsp;Chi-Shen Chen ,&nbsp;Fu-Zong Wu ,&nbsp;Chiao-Lin Hsu ,&nbsp;Pin-Chieh Wu","doi":"10.1016/j.bonr.2025.101826","DOIUrl":"10.1016/j.bonr.2025.101826","url":null,"abstract":"<div><h3>Background</h3><div>Osteoporosis is a growing public health concern in aging populations such as Taiwan, where limited utilization of dual-energy X-ray absorptiometry (DXA) often leads to underdiagnosis and even delayed treatment. Therefore, we leveraged machine learning (ML) and aimed to develop a simple and easily accessible model that effectively identifies individuals at high risk of osteoporosis.</div></div><div><h3>Methods</h3><div>This retrospective analysis enrolled 5510 men aged ≥50 years and 4720 postmenopausal women who underwent DXA at the Kaohsiung Veterans General Hospital, with another cohort of 610 men and 523 women for validation. We developed separate models for men and women using decision trees, random forests, support vector machines, k-nearest neighbors, extreme gradient boosting, and artificial neural networks (ANNs) to predict osteoporosis. Furthermore, we compared each model with the traditional Osteoporosis Self-Assessment Tool for Asians (OSTA) model.</div></div><div><h3>Results</h3><div>We identified age, height, weight, and BMI as variables for our prediction model and evaluated the model's performance using the area under the receiver operating characteristic curve (AUC). The ANN model significantly outperformed the OSTA model and all the other ML models for both men and women (AUC: 0.67 for men; 0.77 for women). The validation data for the ANN model showed similar AUCs for both men and women.</div></div><div><h3>Conclusion</h3><div>This study developed ML models to help identify individuals at high risk of osteoporosis in postmenopausal women and men aged ≥50 years in southern Taiwan. Our ML models, especially the ANN model, surpassed the OSTA model and consistently performed well across different populations.</div></div>","PeriodicalId":9043,"journal":{"name":"Bone Reports","volume":"24 ","pages":"Article 101826"},"PeriodicalIF":2.1,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11783436/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143078586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ano5Cys360Tyr mutation leads to bone dysfunction of gnathodiaphyseal dysplasia via disturbing Akt signaling Ano5Cys360Tyr突变通过干扰Akt信号导致颌骨干发育不良的骨功能障碍。
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-06 DOI: 10.1016/j.bonr.2025.101825
Hongyu Li, Shengnan Wang, Shuai Zhang, Rui Dong, Congcong Miao, Zhenchuan Tian, Ying Hu

Background

Gnathodiaphyseal dysplasia (GDD) is a rare autosomal dominant genetic disease characterized by osteosclerosis of the tubular bones and cemento-osseous lesions of the mandibles. Anoctamin 5 (ANO5) is the pathogenic gene, however, the specific molecular mechanism of GDD remains unclear. Herein, a knockin (Ano5KI/KI) mouse model expressing the human mutation p.Cys360Tyr was used to investigate the role of Akt signaling in enhanced osteogenesis and decreased osteoclastogenesis in GDD.

Methods

Bone marrow-derived macrophages (BMMs) and mouse calvarial osteoblasts (mCOBs) were isolated from homozygous Ano5KI/KI mice and treated with SC79, a specific Akt activator. The differentiation and F-actin ring formation of osteoclasts were examined by TRAP and phalloidin staining, respectively. Osteoblast differentiation and mineralization were examined by ALP and alizarin red staining. The expression of bone remodeling-related factors was measured by qRT-PCR.

Results

Akt activation promoted the generation of TRAP-positive multinucleated osteoclasts and the formation of actin rings in Ano5KI/KI BMMs cultures, accompanied by increased expression of Nfatc1, Trap, Dc-stamp, Mmp9, Ctsk, and Atp6v0d2. Additionally, Ano5Cys360Tyr mutation down-regulated the Akt phosphorylation level in osteoblast. ALP activity and matrix mineralization capacity in Ano5KI/KI osteoblast cultures were inhibited after SC79 stimulation, with reduced expression of Runx2, Opn, Col1a1, and Ocn.

Conclusion

Akt activation by SC79 stimulation can obviously rescue abnormal increased osteogenesis and decreased osteoclastogenesis in Ano5KI/KI mouse model, which demonstrated that disturbed Akt signaling pathway may play a pivotal role in the pathogenesis of GDD, and an Akt activator is probable a therapeutic target for GDD.
背景:颌骨干发育不良(GDD)是一种罕见的常染色体显性遗传病,其特征是下颌骨管状骨硬化和骨水泥病变。ANO5是致病基因,但GDD的具体分子机制尚不清楚。本研究采用表达人类突变p.Cys360Tyr的敲入蛋白(Ano5 KI/KI)小鼠模型,研究Akt信号在GDD中促进成骨和降低破骨细胞生成中的作用。方法:从纯合子Ano5 KI/KI小鼠中分离骨髓源性巨噬细胞(BMMs)和小鼠颅骨成骨细胞(mCOBs),并用特异性Akt激活剂SC79处理。分别用TRAP和phalloidin染色检测破骨细胞的分化和F-actin环的形成。ALP和茜素红染色检测成骨细胞分化和矿化。采用qRT-PCR检测骨重塑相关因子的表达。结果:Akt激活促进Ano5 KI/KI BMMs培养中Trap阳性多核破骨细胞的产生和肌动蛋白环的形成,同时Nfatc1、Trap、Dc-stamp、Mmp9、Ctsk和Atp6v0d2的表达增加。此外,Ano5 Cys360Tyr突变下调了成骨细胞中Akt磷酸化水平。SC79刺激后,Ano5 KI/KI成骨细胞ALP活性和基质矿化能力受到抑制,Runx2、Opn、Col1a1和Ocn的表达降低。结论:在Ano5 KI/KI小鼠模型中,SC79刺激激活Akt可明显恢复异常的成骨增加和破骨细胞减少,这表明Akt信号通路紊乱可能在GDD发病中起关键作用,Akt激活剂可能是GDD的治疗靶点。
{"title":"Ano5Cys360Tyr mutation leads to bone dysfunction of gnathodiaphyseal dysplasia via disturbing Akt signaling","authors":"Hongyu Li,&nbsp;Shengnan Wang,&nbsp;Shuai Zhang,&nbsp;Rui Dong,&nbsp;Congcong Miao,&nbsp;Zhenchuan Tian,&nbsp;Ying Hu","doi":"10.1016/j.bonr.2025.101825","DOIUrl":"10.1016/j.bonr.2025.101825","url":null,"abstract":"<div><h3>Background</h3><div>Gnathodiaphyseal dysplasia (GDD) is a rare autosomal dominant genetic disease characterized by osteosclerosis of the tubular bones and cemento-osseous lesions of the mandibles. <em>Anoctamin 5</em> (<em>ANO5</em>) is the pathogenic gene, however, the specific molecular mechanism of GDD remains unclear. Herein, a knockin (<em>Ano5</em><sup><em>KI/KI</em></sup>) mouse model expressing the human mutation p.Cys360Tyr was used to investigate the role of Akt signaling in enhanced osteogenesis and decreased osteoclastogenesis in GDD.</div></div><div><h3>Methods</h3><div>Bone marrow-derived macrophages (BMMs) and mouse calvarial osteoblasts (mCOBs) were isolated from homozygous <em>Ano5</em><sup><em>KI/KI</em></sup> mice and treated with SC79, a specific Akt activator. The differentiation and F-actin ring formation of osteoclasts were examined by TRAP and phalloidin staining, respectively. Osteoblast differentiation and mineralization were examined by ALP and alizarin red staining. The expression of bone remodeling-related factors was measured by qRT-PCR.</div></div><div><h3>Results</h3><div>Akt activation promoted the generation of TRAP-positive multinucleated osteoclasts and the formation of actin rings in <em>Ano5</em><sup><em>KI/KI</em></sup> BMMs cultures, accompanied by increased expression of <em>Nfatc1</em>, <em>Trap</em>, <em>Dc-stamp</em>, <em>Mmp9</em>, <em>Ctsk</em>, and <em>Atp6v0d2</em>. Additionally, <em>Ano5</em><sup><em>Cys360Tyr</em></sup> mutation down-regulated the Akt phosphorylation level in osteoblast. ALP activity and matrix mineralization capacity in <em>Ano5</em><sup><em>KI/KI</em></sup> osteoblast cultures were inhibited after SC79 stimulation, with reduced expression of <em>Runx2, Opn, Col1a1</em>, <em>and Ocn</em>.</div></div><div><h3>Conclusion</h3><div>Akt activation by SC79 stimulation can obviously rescue abnormal increased osteogenesis and decreased osteoclastogenesis in <em>Ano5</em><sup><em>KI/KI</em></sup> mouse model, which demonstrated that disturbed Akt signaling pathway may play a pivotal role in the pathogenesis of GDD, and an Akt activator is probable a therapeutic target for GDD.</div></div>","PeriodicalId":9043,"journal":{"name":"Bone Reports","volume":"24 ","pages":"Article 101825"},"PeriodicalIF":2.1,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11763220/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143045635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ischemic stroke reduces bone perfusion and alters osteovascular structure 缺血性中风减少骨灌注,改变骨血管结构。
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-04 DOI: 10.1016/j.bonr.2025.101824
Nicholas J. Hanne , Andrew J. Steward , Carla Geeroms , Elizabeth D. Easter , Hannah T. Gensch , Greet Kerckhofs , Tatjana N. Parac-Vogt , Huaxin Sheng , Jacqueline H. Cole
Stroke patients lose bone mass and experience fracture at an elevated rate. Although functional intraosseous vasculature is necessary for skeletal maintenance, the effect of stroke on osteovasculature is unknown. In this study we characterized changes to osteovascular perfusion, structure, and composition following mild-to-moderate stroke severity in mice, both with and without exercise therapy. Twelve-week-old male mice (n = 27) received either an ischemic stroke (middle cerebral artery occlusion) or sham procedure, followed by a four-week recovery with either moderate daily treadmill or sedentary activity. Intraosseous perfusion, measured weekly in the proximal tibial metaphysis with laser Doppler flowmetry, was reduced for two weeks in the stroke group relative to the sham group. After four weeks, osteovascular structure was assessed in the distal femoral metaphysis with contrast-enhanced computed tomography. Increased osteovascular volume and branching, decreased number of smaller vessels (6–22 μm), and increased number of larger vessels (>66 μm) were observed in the stroke groups compared to sham groups, which may be a compensatory response to early perfusion deficits. Although moderate exercise mitigated the impact of stroke on osteovascular perfusion and volume, it tended to reduce the amount of osteogenic type H vasculature quantified with immunofluorescence microscopy and, exacerbated by stroke effects, produced fewer vessels in close proximity to bone and thus may have detrimental effects on bone remodeling during early stroke recovery. Since results were similar in both limbs, the effects of ischemic stroke on osteovascular perfusion and structure were primarily systemic, rather than resulting from paresis or disuse, providing new insight for future studies on the pathogenesis and treatment of skeletal fragility in stroke patients.
中风患者骨量减少,骨折发生率升高。虽然骨内血管系统的功能是骨骼维持所必需的,但中风对骨内血管系统的影响尚不清楚。在这项研究中,我们描述了在小鼠轻度至中度中风严重程度后,无论是否进行运动治疗,骨血管灌注、结构和组成的变化。12周大的雄性小鼠(n = 27)接受缺血性中风(大脑中动脉闭塞)或假手术,随后进行为期四周的恢复,每天进行适度的跑步机或久坐活动。用激光多普勒血流仪每周测量胫骨近端干骺端骨内灌注,与假手术组相比,中风组的骨内灌注减少了两周。四周后,通过增强计算机断层扫描评估股骨远端干骺端骨血管结构。与假手术组相比,中风组骨血管体积和分支增加,小血管(6-22 μm)数量减少,大血管(> - 66 μm)数量增加,这可能是对早期灌注缺陷的代偿反应。虽然适度运动减轻了中风对骨血管灌注和体积的影响,但它倾向于减少免疫荧光显微镜量化的成骨H型血管的数量,并且由于中风的影响而加剧,在靠近骨骼的地方产生更少的血管,因此可能对早期中风恢复期间的骨重塑产生不利影响。由于两肢结果相似,缺血性脑卒中对骨血管灌注和结构的影响主要是全身性的,而不是由轻瘫或废用引起的,这为未来脑卒中患者骨骼脆性的发病机制和治疗研究提供了新的思路。
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引用次数: 0
The association between dietary inflammatory index and bone health in US adolescents: Analysis of the NHANES data 美国青少年饮食炎症指数与骨骼健康之间的关系:NHANES数据分析
IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-03 DOI: 10.1016/j.bonr.2024.101823
Yuanyuan Zhang, Xuejing Wang, Shiguang Huo, Li Hong, Feifei Li

Introduction

Adolescents with a lower peak bone mineral density (BMD) and bone mineral content (BMC) have an elevated risk of osteoporosis in adulthood. The impact of diet on bone health, particularly its role in managing inflammation, which is a key factor in bone health, is gaining wider recognition. Despite evidence that anti-inflammatory diets can enhance bone health, the link between the dietary inflammatory index (DII) and bone health among US adolescents has not been thoroughly investigated. This study aimed to evaluate the correlation between DII score and bone health in this population.

Methods

This cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) of US adolescents aged 12–18 years, spanning surveys from 2001 to 2018. The DII was derived from dietary recall data obtained through questionnaire interviews. Bone health was assessed through total body less head (TBLH) BMD and BMC z-scores and lumbar spine bone mineral apparent density for age (BMADa).

Results

The study comprised 8773 adolescents with a mean age of 14.94 ± 1.97 years, 52.2 % were male. Multivariate linear regression analysis revealed a negative correlation between DII and lumbar spine BMADa (β = −0.000003, 95 % confidence interval [CI], −0.000005 to −0.000001; P = 0.001).This significant association remained robust when DII was treated as a categorical variable. Compared with individuals in quartile 1(Q1) DII scores (−3.71 to 1.04), those in Q4 (3.37 to 5.04) had lower BMADa, with a regression coefficient of −0.00002 (95 % CI, −0.00003 to −0.000007, P < 0.001). DII was negatively correlated with TBLH BMC z-scores; however, the difference was not statistically significant. Subgroup analyses showed that DII was associated with lumbar spine BMADa and TBLH BMC z-scores in participants who were male, non-black, with a higher educational level, with a high family income, and underweight to normal weight. We found no significant association between DII and TBLH BMD z-scores.

Conclusion

The findings from this cross-sectional analysis indicate a significant association between the DII and bone health among adolescents in the US, with a notable impact in males and non-black. These insights underscore the importance of adopting dietary patterns to mitigate inflammation and to support optimal bone health and metabolism.
简介峰值骨矿物质密度(BMD)和骨矿物质含量(BMC)较低的青少年成年后患骨质疏松症的风险较高。饮食对骨骼健康的影响,尤其是饮食在控制炎症(骨骼健康的关键因素)方面的作用,正得到越来越广泛的认可。尽管有证据表明,抗炎饮食可增强骨骼健康,但对美国青少年的饮食炎症指数(DII)与骨骼健康之间的联系尚未进行深入研究。本研究旨在评估该人群中 DII 分数与骨骼健康之间的相关性:这项横断面研究使用了美国国家健康与营养调查(NHANES)的数据,调查对象为 12-18 岁的美国青少年,调查时间跨度为 2001 年至 2018 年。DII 是通过问卷访问获得的饮食回忆数据得出的。骨骼健康通过全身减去头部(TBLH)的骨密度(BMD)和骨密度表观密度(BMC)z-分数以及腰椎骨矿物质表观密度(BMADa)进行评估:研究对象包括 8773 名青少年,平均年龄为(14.94 ± 1.97)岁,其中 52.2% 为男性。多变量线性回归分析显示,DII与腰椎BMADa呈负相关(β = -0.000003,95%置信区间[CI],-0.000005至-0.000001;P = 0.001)。在男性、非黑人、教育程度较高、家庭收入较高、体重不足至正常的参与者中,与四分位 1(Q1)的 DII 分数(-3.71 至 1.04)相比,四分位 4(3.37 至 5.04)的 BMADa 较低,回归系数为-0.00002(95 % CI,-0.00003 至 -0.000007,P a 和 TBLH BMC z 分数)。我们发现 DII 与 TBLH BMD z 分数之间没有明显关联:这项横断面分析的结果表明,美国青少年的 DII 与骨骼健康之间存在显著关联,对男性和非黑人的影响尤为明显。这些见解强调了采用饮食模式减轻炎症、支持最佳骨骼健康和新陈代谢的重要性。
{"title":"The association between dietary inflammatory index and bone health in US adolescents: Analysis of the NHANES data","authors":"Yuanyuan Zhang,&nbsp;Xuejing Wang,&nbsp;Shiguang Huo,&nbsp;Li Hong,&nbsp;Feifei Li","doi":"10.1016/j.bonr.2024.101823","DOIUrl":"10.1016/j.bonr.2024.101823","url":null,"abstract":"<div><h3>Introduction</h3><div>Adolescents with a lower peak bone mineral density (BMD) and bone mineral content (BMC) have an elevated risk of osteoporosis in adulthood. The impact of diet on bone health, particularly its role in managing inflammation, which is a key factor in bone health, is gaining wider recognition. Despite evidence that anti-inflammatory diets can enhance bone health, the link between the dietary inflammatory index (DII) and bone health among US adolescents has not been thoroughly investigated. This study aimed to evaluate the correlation between DII score and bone health in this population.</div></div><div><h3>Methods</h3><div>This cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) of US adolescents aged 12–18 years, spanning surveys from 2001 to 2018. The DII was derived from dietary recall data obtained through questionnaire interviews. Bone health was assessed through total body less head (TBLH) BMD and BMC z-scores and lumbar spine bone mineral apparent density for age (BMAD<sub>a</sub>).</div></div><div><h3>Results</h3><div>The study comprised 8773 adolescents with a mean age of 14.94 ± 1.97 years, 52.2 % were male. Multivariate linear regression analysis revealed a negative correlation between DII and lumbar spine BMAD<sub>a</sub> (β = −0.000003, 95 % confidence interval [CI], −0.000005 to −0.000001; <em>P</em> = 0.001).This significant association remained robust when DII was treated as a categorical variable. Compared with individuals in quartile 1(Q1) DII scores (−3.71 to 1.04), those in Q4 (3.37 to 5.04) had lower BMAD<sub>a</sub>, with a regression coefficient of −0.00002 (95 % CI, −0.00003 to −0.000007, <em>P</em> &lt; 0.001). DII was negatively correlated with TBLH BMC z-scores; however, the difference was not statistically significant. Subgroup analyses showed that DII was associated with lumbar spine BMAD<sub>a</sub> and TBLH BMC z-scores in participants who were male, non-black, with a higher educational level, with a high family income, and underweight to normal weight. We found no significant association between DII and TBLH BMD z-scores.</div></div><div><h3>Conclusion</h3><div>The findings from this cross-sectional analysis indicate a significant association between the DII and bone health among adolescents in the US, with a notable impact in males and non-black. These insights underscore the importance of adopting dietary patterns to mitigate inflammation and to support optimal bone health and metabolism.</div></div>","PeriodicalId":9043,"journal":{"name":"Bone Reports","volume":"24 ","pages":"Article 101823"},"PeriodicalIF":2.1,"publicationDate":"2025-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11758120/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143045638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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