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Position Statement: Postmenopausal Osteoporosis Treatment Strategies in Korea. 立场声明:韩国绝经后骨质疏松症治疗策略。
Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.11005/jbm.2023.30.4.289
So Young Park, Se Hwa Kim, Young-Kyun Lee, Jung-Ho Shin, Yong-Chan Ha, Ho Yeon Chung

Classifying patients with osteoporosis according to fracture risk and establishing adequate treatment strategies is crucial to effectively treat osteoporosis. The Korean Society for Bone and Mineral Research has issued a position statement regarding appropriate treatment strategies for postmenopausal osteoporosis. According to previous fragility fracture history, bone mineral density (BMD) test results, fracture risk assessment tool, and several clinical risk factors, fracture risk groups are classified into low, moderate, high, and very-high-risk groups. In high-risk groups, bisphosphonates (BPs) and denosumab are recommended as first-line therapies. Sequential BP treatment after denosumab discontinuation is required to prevent the rebound phenomenon. In the very high-risk group, anabolic drugs (teriparatide or romosozumab) are recommended as a first-line therapy; sequential therapy with antiresorptive agents is required to maintain BMD gain and reduce fracture risk. Fracture risk was reassessed annually, and the treatment plan was determined based on the results, according to the osteoporosis treatment algorithm for fracture risk.

根据骨折风险对骨质疏松症患者进行分类并制定适当的治疗策略对于有效治疗骨质疏松症至关重要。韩国骨与矿物质研究学会就绝经后骨质疏松症的适当治疗策略发表了立场声明。根据既往脆性骨折史、骨矿物质密度(BMD)检测结果、骨折风险评估工具以及若干临床风险因素,骨折风险组被分为低、中、高和极高风险组。对于高危人群,建议将双膦酸盐(BPs)和地诺单抗作为一线疗法。停用地诺单抗后,需要进行连续的 BP 治疗,以防止反弹现象。对于极高风险组,建议将同化药物(特立帕肽或罗莫索单抗)作为一线疗法;需要使用抗骨吸收剂进行连续治疗,以维持 BMD 的增加并降低骨折风险。每年对骨折风险进行一次重新评估,并根据评估结果,按照骨折风险骨质疏松症治疗算法确定治疗方案。
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引用次数: 0
Knowledge, Attitude, and Behavior Levels of Postmenopausal Women about Osteoporosis. 绝经后妇女对骨质疏松症的认识、态度和行为水平。
Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.11005/jbm.2023.30.4.347
Hazal Saltık, Furkan Öztürk, Canan Emiroğlu, Baki Hekimoğlu, Cenk Aypak

Background: Osteoporosis can be delayed by providing accurate and adequate information to people at risk. Therefore, we aimed to determine the knowledge, attitude, and behavior levels of women in the postmenopausal period, which is the largest group at risk.

Methods: The study was conducted in a tertiary Training and Research Hospital between 1 December 2018 and 1 May 2019 in 225 postmenopausal women who applied to the Family Medicine outpatient clinic and bone mineral density (BMD) outpatient clinics for BMD measurement or had previously had this measurement at least once. A questionnaire evaluating the knowledge, attitudes, and behavior levels related to osteoporosis was applied to all patients included in the study.

Results: The mean age was 58.05±9.1 years. The median osteoporosis knowledge score was 7 out of 19 points. A total of 119 (52.9%) had low knowledge scores and 106 (47.1%) had higher knowledge scores. Of the individuals with high scores, 40 (37.7%) were smoking, 64 (60.4%) did not sunbathe, 89 (84%) did not consume the recommended daily amount of calcium, and 58 (54.7%) were not exercising in the recommended time. It was seen that those who were university graduates, who had previously learned about osteoporosis from a health professional, and who had a family history of osteoporosis had higher knowledge levels.

Conclusions: Even in postmenopausal women who are aware that they are in the risk group and that they should have BMD, their knowledge, attitude, and behavior levels on osteoporosis were found to be quite low.

背景:通过向高危人群提供准确、充分的信息,可以延缓骨质疏松症的发生。因此,我们旨在确定绝经后妇女的知识、态度和行为水平,绝经后妇女是最大的高危人群:研究于 2018 年 12 月 1 日至 2019 年 5 月 1 日期间在一家三级培训和研究医院进行,对象为 225 名绝经后妇女,她们向全科门诊和骨矿物质密度(BMD)门诊申请进行 BMD 测量或之前至少进行过一次该测量。研究对所有患者进行了骨质疏松症相关知识、态度和行为水平的问卷调查:平均年龄为(58.05±9.1)岁。骨质疏松症知识得分的中位数为 7 分(满分 19 分)。共有 119 人(52.9%)的知识得分较低,106 人(47.1%)的知识得分较高。在得分较高的人群中,有 40 人(37.7%)吸烟,64 人(60.4%)不晒太阳,89 人(84%)没有摄入建议的每日钙量,58 人(54.7%)没有在建议的时间内运动。调查结果显示,大学毕业生、曾从卫生专业人员那里了解过骨质疏松症的人以及有骨质疏松症家族史的人对骨质疏松症的了解程度较高:结论:即使绝经后妇女意识到自己属于高危人群并应该进行 BMD 测量,但她们对骨质疏松症的知识、态度和行为水平仍然很低。
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引用次数: 0
Mechanisms of Osteoclastogenesis in Orthodontic Tooth Movement and Orthodontically Induced Tooth Root Resorption. 正畸牙齿移动和正畸诱发牙根吸收中的破骨细胞生成机制
Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.11005/jbm.2023.30.4.297
Yuta Nakai, Natnicha Praneetpong, Wanida Ono, Noriaki Ono

Orthodontic tooth movement (OTM) is achieved by the simultaneous activation of bone resorption by osteoclasts and bone formation by osteoblasts. When orthodontic forces are applied, osteoclast-mediated bone resorption occurs in the alveolar bone on the compression side, creating space for tooth movement. Therefore, controlling osteoclastogenesis is the fundamental tenet of orthodontic treatment. Orthodontic forces are sensed by osteoblast lineage cells such as periodontal ligament (PDL) cells and osteocytes. Of several cytokines produced by these cells, the most important cytokine promoting osteoclastogenesis is the receptor activator of nuclear factor-κB ligand (RANKL), which is mainly supplied by osteoblasts. Additionally, osteocytes embedded within the bone matrix, T lymphocytes in inflammatory conditions, and PDL cells produce RANKL. Besides RANKL, inflammatory cytokines, such as interleukin-1, tumor necrosis factor-α, and prostaglandin E2 promote osteoclastogenesis under OTM. On the downside, excessive osteoclastogenesis activation triggers orthodontically-induced external root resorption (ERR) through pro-osteoclastic inflammatory cytokines. Therefore, understanding the mechanisms of osteoclastogenesis during OTM is essential in reducing the adverse effects of orthodontic treatment. Here, we review the current concepts of the mechanisms underlying osteoclastogenesis in OTM and orthodontically induced ERR.

正畸牙齿移动(OTM)是通过同时激活破骨细胞的骨吸收和成骨细胞的骨形成来实现的。当施加正畸力时,由破骨细胞介导的骨吸收发生在受压侧的牙槽骨中,从而为牙齿移动创造空间。因此,控制破骨细胞的生成是正畸治疗的基本原则。正畸力由成骨细胞系细胞(如牙周韧带(PDL)细胞和骨细胞)感知。在这些细胞产生的几种细胞因子中,促进破骨细胞生成的最重要细胞因子是核因子κB 配体受体激活剂(RANKL),它主要由成骨细胞提供。此外,骨基质中的骨细胞、炎症状态下的 T 淋巴细胞和 PDL 细胞也会产生 RANKL。除 RANKL 外,白细胞介素-1、肿瘤坏死因子-α 和前列腺素 E2 等炎性细胞因子也会促进 OTM 下的破骨细胞生成。另一方面,过度的破骨细胞生成激活会通过促破骨细胞炎症细胞因子引发正畸诱导的外牙根吸收(ERR)。因此,了解 OTM 期间破骨细胞生成的机制对于减少正畸治疗的不良影响至关重要。在此,我们回顾了当前关于 OTM 和正畸诱导的ERR 的破骨细胞生成机制的概念。
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引用次数: 0
Spinal Sagittal Imbalance is Associated with Vertebral Fracture without a Definite History of Falls: Cross-Sectional, Comparative Study of Cohort with and without a Distal Radius Fracture. 脊柱矢状不平衡与无明确跌倒史的椎骨骨折有关:对桡骨远端骨折和无桡骨远端骨折人群的横断面比较研究。
Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-11-30 DOI: 10.11005/jbm.2023.30.4.339
Jeong Hyun Lee, Hansang Lee, Hyun Sik Gong

Background: Treating osteoporosis in patients with a distal radius fracture (DRF) became paramount at the Fracture Liaison Service. Spinal sagittal imbalance emerged as a risk factor for subsequent fractures. Therefore, here we investigated the spinal profile of patients with DRF to investigate its association with a history of falls and prevalent vertebral fractures.

Methods: We reviewed the cases of 162 women presenting with DRF and 162 age-matched women without fracture who underwent an osteoporosis evaluation including bone mineral density (BMD) and lateral spine imaging. We compared the incidence of prevalent vertebral fracture and sagittal vertical axis (SVA) to measure spinal sagittal imbalance. We also performed a regression analysis of the risks of prevalent vertebral fracture, such as age, body mass index (BMI), BMD, and SVA.

Results: The SVA was significantly smaller (indicating more stable sagittal balance) in patients with a DRF versus controls (16 mm vs. 34 mm, respectively; p<0.001). The incidence of a prevalent vertebral fracture was similar between groups (12% vs. 15%, respectively; p=0.332). In both groups, the SVA was significantly greater in those with versus without a vertebral fracture. The vertebral fracture was significantly associated with age and SVA but not BMI or spinal BMD.

Conclusions: Spinal sagittal balance was superior in DRF patients, yet the frequency of prevalent vertebral fractures was similar. The identification of this unique spinal profile in patients with DRF may increase our understanding of osteoporotic fractures.

背景:治疗桡骨远端骨折(DRF)患者的骨质疏松症已成为骨折联络处的首要任务。脊柱矢状不平衡是导致后续骨折的一个风险因素。因此,我们在此调查了桡骨远端骨折患者的脊柱情况,研究其与跌倒史和流行性脊椎骨折的关系:我们回顾了 162 名患有 DRF 的女性病例和 162 名年龄匹配的无骨折女性病例,她们都接受了骨质疏松症评估,包括骨矿密度(BMD)和脊柱侧位成像。我们比较了流行性脊椎骨折的发生率和测量脊椎矢状不平衡的矢状垂直轴(SVA)。我们还对流行性脊椎骨折的风险进行了回归分析,如年龄、体重指数(BMI)、BMD 和 SVA:结果:与对照组相比,DRF 患者的 SVA 明显更小(表明矢状面平衡更稳定)(分别为 16 mm 对 34 mm;p<0.001)。两组患者的椎体骨折发生率相似(分别为 12% 对 15%;P=0.332)。在两组中,有椎体骨折的患者与无椎体骨折的患者相比,SVA明显增大。椎体骨折与年龄和SVA显著相关,但与体重指数或脊柱BMD无关:结论:DRF 患者的脊柱矢状面平衡较好,但发生椎体骨折的频率相似。在DRF患者中发现这种独特的脊柱特征可能会增加我们对骨质疏松性骨折的了解。
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引用次数: 0
Black Bone Disease: Ochronotic Arthritis Detected during Knee Arthroplasty. 黑骨病:膝关节置换术中检测到Ochronous Arthritis。
Q2 Medicine Pub Date : 2023-08-01 Epub Date: 2023-08-31 DOI: 10.11005/jbm.2023.30.3.283
Ho Won Kang, Minsub Kim, Jin-Young Oh, Changhyun Youn

Alkaptonuria is an extremely rare autosomal recessive metabolic disorder characterized by dark urine, ochronosis, and arthritis of the spine and major joints. We report a case of ochronotic arthritis observed during total knee replacement surgery in a 65-year-old male patient with no relevant medical history. Based on a literature review, this is the first case of ochronotic arthritis reported in Korea.

嗜酸性粒细胞增多症是一种极为罕见的常染色体隐性代谢性疾病,其特征是尿黑、嗜铬酸钾、脊椎和主要关节炎。我们报告了一例在全膝关节置换术中观察到的嗜铬酸钾性关节炎,患者为65岁男性,无相关病史。根据文献综述,这是韩国报告的第一例嗜铬细胞瘤性关节炎。
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引用次数: 0
Dental Pulp Stem Cells and Current in vivo Approaches to Study Dental Pulp Stem Cells in Pulp Injury and Regeneration. 牙髓干细胞和目前研究牙髓干细胞在牙髓损伤和再生中的体内方法。
Q2 Medicine Pub Date : 2023-08-01 Epub Date: 2023-08-31 DOI: 10.11005/jbm.2023.30.3.231
Dongwook Yang, Jea Giezl Niedo Solidum, Dongsu Park

Dental pulp stem cells (DPSCs) have garnered significant interest in dental research for their unique characteristics and potential in tooth development and regeneration. While there were many studies to define their stem cell-like characteristics and osteogenic differentiation functions that are considered ideal candidates for regenerating damaged dental pulp tissue, how endogenous DPSCs respond to dental pulp injury and supply new dentin-forming cells has not been extensively investigated in vivo. Here, we review the recent progress in identity, function, and regulation of endogenous DPSCs and their clinical potential for pulp injury and regeneration. In addition, we discuss current advances in new mouse models, imaging techniques, and its practical uses and limitations in the analysis of DPSCs in pulp injury and regeneration in vivo.

牙髓干细胞(DPSCs)因其独特的特性和在牙齿发育和再生中的潜力而在牙科研究中引起了极大的兴趣。虽然有许多研究来确定其干细胞样特征和成骨分化功能,这些特征和功能被认为是再生受损牙髓组织的理想候选者,但内源性DPSCs如何对牙髓损伤做出反应并提供新的牙本质形成细胞尚未在体内进行广泛研究。在此,我们综述了内源性DPSCs的身份、功能和调节的最新进展,以及它们在牙髓损伤和再生中的临床潜力。此外,我们还讨论了新的小鼠模型、成像技术的最新进展,以及DPSCs在体内牙髓损伤和再生分析中的实际应用和局限性。
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引用次数: 0
Advances in the Administration of Vitamin D Analogues to Support Bone Health and Treat Chronic Diseases. 维生素D类似物用于支持骨骼健康和治疗慢性疾病的研究进展。
Q2 Medicine Pub Date : 2023-08-01 Epub Date: 2023-08-31 DOI: 10.11005/jbm.2023.30.3.219
Yoshiaki Kanemoto, Miho Iwaki, Takahiro Sawada, Koki Nojiri, Tomohiro Kurokawa, Rino Tsutsumi, Kazuo Nagasawa, Shigeaki Kato

Vitamin D (VD) exerts a wide variety of biological actions in addition to its well-known roles in calcium homeostasis. Nutritional VD deficiency induces rachitic abnormalities in growing children and osteomalacia in adults, and it has been proposed to underlie the onset and development of multiple non-communicable chronic diseases. Therefore, the administration of VD or synthetic VD analogues represents a promising therapeutic strategy; indeed, VD and a VD agonist have shown clinical promise in mitigating osteoporosis and symptoms of insufficient calcium intake. However, even though high doses of VD analogues have shown pre-clinical efficacy against several diseases, including cancers, they have not yet had wide-spread clinical success. This difference may be due to limitation of clinical doses in light of the inherent calcemic action of VD. An approach to overcome this problem involves the development of VD analogues with lower calcemic activity, which could be administered in high doses to attenuate the onset and progress of disease. In a similar strategy, selective estrogen receptor modulators have had success as anti-osteoporosis drugs, and they have shown benefit for other estrogen target organs by serving as partial antagonists or agonists of estrogen receptor α. It is thus conceivable to generate synthetic partial antagonists or agonists for the VD receptor (VDR) that would exert beneficial effects on bone and other VD target organs. In this review, we discuss the molecular basis of the development of such synthetic VDR ligands from the viewpoint of roles of VDR in gene regulation.

维生素D(VD)除了在钙稳态中发挥众所周知的作用外,还发挥着多种生物学作用。营养性VD缺乏会导致生长中儿童的脊柱异常和成人的骨软化,并被认为是多种非传染性慢性疾病的发病和发展的基础。因此,VD或合成VD类似物的给药是一种有前景的治疗策略;事实上,VD和VD激动剂在减轻骨质疏松症和钙摄入不足症状方面显示出临床前景。然而,尽管高剂量VD类似物已显示出对包括癌症在内的几种疾病的临床前疗效,但它们尚未取得广泛的临床成功。这种差异可能是由于VD固有的降钙作用限制了临床剂量。克服这一问题的方法包括开发具有较低降钙活性的VD类似物,可以高剂量给药以减轻疾病的发作和进展。在类似的策略中,选择性雌激素受体调节剂作为抗骨质疏松症药物已经取得了成功,并且它们通过作为雌激素受体α的部分拮抗剂或激动剂对其他雌激素靶器官显示出益处。因此,可以设想产生VD受体(VDR)的合成部分拮抗剂或激动剂,其将对骨和其他VD靶器官施加有益作用。在这篇综述中,我们从VDR在基因调控中的作用的角度讨论了开发这种合成VDR配体的分子基础。
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引用次数: 0
Iris Koreana NAKAI Inhibits Osteoclast Formation via p38-Mediated Nuclear Factor of Activated T Cells 1 Signaling Pathway. 鸢尾NAKAI通过p38介导的活化T细胞核因子1信号通路抑制破骨细胞的形成。
Q2 Medicine Pub Date : 2023-08-01 Epub Date: 2023-08-31 DOI: 10.11005/jbm.2023.30.3.253
Hwa-Yeong Lee, Ji-Eun Jung, Mijung Yim

Background: Iris Koreana NAKAI (IKN) is a flowering perennial plant that belongs to the Iridaceae family. In this study, we aimed to demonstrate the effects of IKN on osteoclast differentiation in vitro and in vivo. We also sought to verify the molecular mechanisms underlying its anti-osteoclastogenic effects.

Methods: Osteoclasts were formed by culturing mouse bone marrow macrophage (BMM) cells with macrophage colony-stimulating factor and receptor activator of nuclear factor-κB ligand (RANKL). Bone resorption assays were performed on dentin slices. mRNA expression levels were analyzed by quantitative polymerase chain reaction. Western blotting was performed to detect protein expression or activation. Lipopolysaccharide (LPS)-induced osteoclast formation was performed using a mouse calvarial model.

Results: In BMM cultures, an ethanol extract of the root part of IKN suppressed RANKL-induced osteoclast formation and bone resorptive activity. In contrast, an ethanol extract of the aerial parts of IKN had a minor effect on RANKL-induced osteoclast formation. Mechanistically, the root part of IKN suppressed RANKL-induced p38 mitogen-activated protein kinase (MAPK) activation, effectively abrogating the induction of c-Fos and nuclear factor of activated T cells 1 (NFATc1) expression. IKN administration decreased LPS-induced osteoclast formation in a calvarial osteolysis model in vivo.

Conclusions: Our study suggested that the ethanol extract of the root part of IKN suppressed osteoclast differentiation and function partly by downregulating the p38 MAPK/c-Fos/NFATc1 signaling pathways. Thus, the root part.

背景:韩国鸢尾是鸢尾科的一种多年生开花植物。在本研究中,我们旨在证明IKN在体外和体内对破骨细胞分化的影响。我们还试图验证其抗破骨细胞作用的分子机制。方法:用巨噬细胞集落刺激因子和核因子κB受体激活剂配体(RANKL)培养小鼠骨髓巨噬细胞(BMM),形成破骨细胞。在牙本质切片上进行骨吸收测定。通过定量聚合酶链式反应分析mRNA表达水平。进行蛋白质印迹以检测蛋白质表达或活化。使用小鼠颅骨模型进行脂多糖(LPS)诱导的破骨细胞形成。结果:在BMM培养物中,IKN根部的乙醇提取物抑制了RANKL诱导的破骨细胞形成和骨吸收活性。相反,IKN地上部分的乙醇提取物对RANKL诱导的破骨细胞形成具有较小影响。从机制上讲,IKN的根部抑制了RANKL诱导的p38丝裂原活化蛋白激酶(MAPK)的激活,有效地消除了c-Fos和活化T细胞核因子1(NFATc1)表达的诱导。IKN给药降低了LPS诱导的体内颅骨骨溶解模型中破骨细胞的形成。结论:我们的研究表明,IKN根部分的乙醇提取物部分通过下调p38 MAPK/c-Fos/NFATc1信号通路来抑制破骨细胞的分化和功能。因此,根部分。
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引用次数: 0
Osteoporosis Feature Selection and Risk Prediction Model by Machine Learning Using a Cross-Sectional Database. 使用横断面数据库的机器学习骨质疏松症特征选择和风险预测模型。
Q2 Medicine Pub Date : 2023-08-01 Epub Date: 2023-08-31 DOI: 10.11005/jbm.2023.30.3.263
Yonghan Cha, Sung Hyo Seo, Jung-Taek Kim, Jin-Woo Kim, Sang-Yeob Lee, Jun-Il Yoo

Background: The purpose of this study was to verify the accuracy and validity of using machine learning (ML) to select risk factors, to discriminate differences in feature selection by ML between men and women, and to develop predictive models for patients with osteoporosis in a big database.

Methods: The data on 968 observed features from a total of 3,484 the Korea National Health and Nutrition Examination Survey participants were collected. To find preliminary features that were well-related to osteoporosis, logistic regression, random forest, gradient boosting, adaptive boosting, and support vector machine were used.

Results: In osteoporosis feature selection by 5 ML models in this study, the most selected variables as risk factors in men and women were body mass index, monthly alcohol consumption, and dietary surveys. However, differences between men and women in osteoporosis feature selection by ML models were age, smoking, and blood glucose level. The receiver operating characteristic (ROC) analysis revealed that the area under the ROC curve for each ML model was not significantly different for either gender.

Conclusions: ML performed a feature selection of osteoporosis, considering hidden differences between men and women. The present study considers the preprocessing of input data and the feature selection process as well as the ML technique to be important factors for the accuracy of the osteoporosis prediction model.

背景:本研究的目的是验证使用机器学习(ML)选择风险因素的准确性和有效性,区分男性和女性在特征选择方面的差异,并在大型数据库中开发骨质疏松症患者的预测模型。方法:收集3484名韩国国民健康和营养检查调查参与者的968个观察特征的数据。为了找到与骨质疏松症密切相关的初步特征,使用了逻辑回归、随机森林、梯度增强、自适应增强和支持向量机。结果:在本研究中,通过5 ML模型选择骨质疏松症特征时,作为男性和女性风险因素的最多选择变量是体重指数、每月饮酒量和饮食调查。然而,ML模型在骨质疏松症特征选择方面的男性和女性差异在于年龄、吸烟和血糖水平。受试者操作特征(ROC)分析显示,每种ML模型的ROC曲线下面积对任何性别都没有显著差异。结论:ML对骨质疏松症进行了特征选择,考虑到男性和女性之间的隐性差异。本研究认为,输入数据的预处理、特征选择过程以及ML技术是影响骨质疏松症预测模型准确性的重要因素。
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引用次数: 0
Effect of Artificial Intelligence or Machine Learning on Prediction of Hip Fracture Risk: Systematic Review. 人工智能或机器学习对髋部骨折风险预测的影响:系统综述。
Q2 Medicine Pub Date : 2023-08-01 Epub Date: 2023-08-31 DOI: 10.11005/jbm.2023.30.3.245
Yonghan Cha, Jung-Taek Kim, Jin-Woo Kim, Sung Hyo Seo, Sang-Yeob Lee, Jun-Il Yoo

Background: Dual energy X-ray absorptiometry (DXA) is a preferred modality for screening or diagnosis of osteoporosis and can predict the risk of hip fracture. However, the DXA test is difficult to implement easily in some developing countries, and fractures have been observed before patients underwent DXA. The purpose of this systematic review is to search for studies that predict the risk of hip fracture using artificial intelligence (AI) or machine learning, organize the results of each study, and analyze the usefulness of this technology.

Methods: The PubMed, OVID Medline, Cochrane Collaboration Library, Web of Science, EMBASE, and AHRQ databases were searched including "hip fractures" AND "artificial intelligence".

Results: A total of 7 studies are included in this study. The total number of subjects included in the 7 studies was 330,099. There were 3 studies that included only women, and 4 studies included both men and women. One study conducted AI training after 1:1 matching between fractured and non-fractured patients. The area under the curve of AI prediction model for hip fracture risk was 0.39 to 0.96. The accuracy of AI prediction model for hip fracture risk was 70.26% to 90%.

Conclusions: We believe that predicting the risk of hip fracture by the AI model will help select patients with high fracture risk among osteoporosis patients. However, to apply the AI model to the prediction of hip fracture risk in clinical situations, it is necessary to identify the characteristics of the dataset and AI model and use it after performing appropriate validation.

背景:双能X线骨密度仪(DXA)是筛查或诊断骨质疏松症的首选方法,可以预测髋部骨折的风险。然而,DXA测试在一些发展中国家很难轻易实施,在患者接受DXA之前就已经观察到骨折。这篇系统综述的目的是寻找使用人工智能(AI)或机器学习预测髋部骨折风险的研究,组织每项研究的结果,并分析这项技术的有用性。方法:检索PubMed、OVID Medline、Cochrane协作图书馆、Web of Science、EMBASE和AHRQ数据库,包括“髋部骨折”和“人工智能”。结果:本研究共纳入7项研究。纳入7项研究的受试者总数为330099人。有3项研究只包括女性,4项研究同时包括男性和女性。一项研究在骨折和非骨折患者1:1匹配后进行AI训练。人工智能髋关节骨折风险预测模型的曲线下面积为0.39至0.96。人工智能髋关节骨折风险预测模型的准确率为70.26%~90%。结论:我们相信,通过AI模型预测髋部骨折的风险将有助于在骨质疏松症患者中选择骨折风险较高的患者。然而,要将人工智能模型应用于临床情况下髋部骨折风险的预测,有必要确定数据集和人工智能模型的特征,并在进行适当验证后使用。
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引用次数: 0
期刊
Journal of Bone Metabolism
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