BISPHOSPHONATES

双膦酸盐
  • 文章类型: Case Reports
    短暂性妊娠相关的髋部骨质疏松症是一种罕见的,特发性,良性,通常是由骨髓水肿引起的自限性疾病,可以在磁共振成像上可视化。该疾病的双侧定位更不常见。我们的案件涉及一名31岁的primigravida,在怀孕的第35周,因腰椎和髋部疼痛在Trikala总医院妇产科诊所住院。疼痛强度逐渐增加,并伴有严重的运动受限。无跌倒或受伤史报道。她的个人历史并不引人注目,怀孕的过程很顺利。一组整形外科医生的临床检查确定了急性髋部和背部疼痛的诊断。休息和服用扑热息痛并不能改善她的临床状况。在产后和哺乳期,由于缺乏症状缓解,我们决定对患者进行进一步评估.通过磁共振成像建立了妊娠相关的两髋短暂性骨质疏松症的诊断。停止母乳喂养后立即使用双膦酸盐药物治疗可在三个月后最终缓解症状。在这项研究中,在案例描述之后,对这种罕见的临床实体进行了简短的文献综述。正确了解这种情况有助于为母亲提供最佳的短期和长期预后结果,胎儿,新生儿
    Transient pregnancy-related osteoporosis of the hip is a rare, idiopathic, benign, and usually self-limiting condition caused by edema of the bone marrow, which can be visualized on magnetic resonance imaging. Bilateral localization of the disease is even less common. Our case concerns a 31-year-old primigravida who, during the 35th week of pregnancy, was hospitalized at the Obstetrics and Gynecology Clinic of the General Hospital of Trikala with lumbar and hip pain. The pain gradually increased in intensity and was accompanied by severe movement limitation. No history of falls or injury was reported. Her personal history was unremarkable, and the course of the pregnancy was uneventful. A clinical examination by a team of orthopedic surgeons established a diagnosis of acute hip and back pain. Rest and administration of paracetamol did not improve her clinical condition. During the postpartum and lactation period, the lack of symptom relief led to the decision to further evaluate the patient. The diagnosis of pregnancy-related transient osteoporosis of both hips was established by magnetic resonance imaging. Immediate treatment with bisphosphonate medication after the discontinuation of breastfeeding led to a definitive remission of the symptoms three months later. In this study, after the case description, a brief literature review of this rare clinical entity is presented. Proper knowledge of this condition helps to provide the best possible short- and long-term prognostic outcomes for the mother, fetus, and newborn.
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  • 文章类型: Journal Article
    目的:本系统综述和荟萃分析的目的是总结双膦酸盐在膝关节骨髓病变(BMLs)治疗中的作用的现有证据。在影像学评估中了解它们是否真正有效改善症状和恢复软骨下骨状态。方法:在PubMed上进行文献检索,科克伦,和GoogleScholar数据库符合PRISMA指南。使用CochraneRiskofBias2工具进行随机对照试验(RCTs),并使用ROBINS-I工具进行非随机研究,评估潜在的偏倚风险。结果:本系统综述和荟萃分析共纳入15项研究。七项研究是随机对照试验,两项是前瞻性队列研究,三个是回顾性的,三个是案例系列。我们的荟萃分析显示,与安慰剂相比,双膦酸盐并没有显着改善临床评分或减少BML大小。因此,与安慰剂使用者相比,双膦酸盐使用者的不良事件发生率也没有显著升高.结论:本荟萃分析和系统评价的主要发现是,与安慰剂相比,双膦酸盐在膝关节BML治疗中既没有显着益处,也没有显着不良事件。证据水平:II-III-IV级研究的IV级系统评价。I级研究的I级荟萃分析。
    Objectives: The purpose of the present systematic review and meta-analysis is to summarize the current evidence on the role of bisphosphonates in the treatment of knee bone marrow lesions (BMLs), to understand whether they are truly effective in improving symptoms and restoring the subchondral bone status at imaging evaluation. Methods: A literature search was carried out on PubMed, Cochrane, and Google Scholar databases in accordance with the PRISMA guidelines. Potential risk of bias was evaluated using the Cochrane Risk of Bias 2 tool for randomized controlled trials (RCTs) and the ROBINS-I tool for non-randomized studies. Results: A total of 15 studies were included in the present systematic review and meta-analysis. Seven studies were RCTs, two were prospective cohort studies, three were retrospective, and three were case series. Our meta-analysis revealed that bisphosphonates did not significantly improve clinical scores or reduce BML size compared to placebo. Accordingly, the rate of adverse events was also non-significantly higher among bisphosphonate users versus placebo users. Conclusions: The main finding of the present meta-analysis and systematic review is that bisphosphonates show neither significant benefits nor significant adverse events when compared to placebo in the treatment of BMLs of the knee. Level of Evidence: Level IV systematic review of level II-III-IV studies. Level I meta-analysis of level I studies.
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  • 文章类型: Case Reports
    最常报道的唑来膦酸不良反应是类似流感的急性期反应。虽然较罕见的不良事件,如颌骨坏死和不典型的股骨骨折已获得显著的认识,眼部不良反应,尤其是巩膜炎,还没有完全理解。这里,我们介绍一例75岁女性骨质疏松症患者,在接受5mg唑来膦酸静脉注射后48h出现双侧红肿和剧烈眼痛.临床表现提示双侧结膜炎,但治疗与左氧氟沙星滴眼液和阿昔洛韦眼用凝胶加剧了症状超过2天,主要影响左眼。眼部超声检查显示左侧眼球壁增厚,有“T”征,而眼眶CT扫描显示左侧巩膜厚度增加。每天两次静脉输注80mg甲基强的松龙治疗导致症状逐渐改善和最终炎症消退。这份报告,在回顾相关文献的基础上,研究唑来膦酸引起的巩膜炎的治疗和结果,强调临床医生及时识别和管理这种罕见和严重的眼部不良反应的重要性。
    The most frequently reported adverse reaction to zoledronic acid is an acute phase reaction resembling influenza. While rarer adverse events such as osteonecrosis of the jaw and atypical femoral fractures have gained significant recognition, the ocular adverse effects, particularly scleritis, are not yet fully comprehended. Here, we present the case of a 75-year-old female patient with osteoporosis who developed bilateral redness and intense eye pain 48 h after receiving a 5 mg intravenous dose of zoledronic acid. Clinical presentation suggested bilateral conjunctivitis, but treatment with levofloxacin eye drops and acyclovir ophthalmic gel exacerbated the symptoms over 2 days, predominantly affecting the left eye. Ocular ultrasonography revealed thickening of the left eyeball wall with a \"T\" sign, while an orbital CT scan showed increased thickness of the left sclera. Treatment with methylprednisolone 80 mg intravenous infusion twice daily led to gradual symptom improvement and eventual resolution of inflammation. This report, based on a review of relevant literature, investigates the treatment and outcomes of zoledronic acid-induced scleritis, emphasizing the importance for clinicians to promptly identify and manage this rare and serious ocular adverse reaction.
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  • 文章类型: Journal Article
    目的:绘制当前关于在双膦酸盐(BF)治疗下拔牙后药物相关的颌骨坏死(MRONJ)的关联/因果关系的科学图景,以确定知识差距并指导未来的研究。
    方法:本综述使用PCC策略(P=患者;C=概念;C=背景)。
    方法:MEDLINE/PubMed,Scopus,WebofScience/ClarivateAnalytics,使用灰色文献数据库。
    方法:由两名独立评审员进行搜索,直至2024年4月。包括涉及先前在人或动物中使用BF和拔牙的研究。在176项研究中,73例(41.4%)在动物中,103人(58.5%)。巴西在动物研究方面处于领先地位(n=14;19.1%),而意大利在人体研究中处于领先地位(n=14;13.6%)。唑来膦酸是引用最多的BF(在动物中为79.4%;在人类中为34.9%),静脉给药最常见(动物为38.3%;人类为35.9%)。下颌骨是主要的提取部位(动物中n=36;人类中n=41)。在91.7%的动物研究中,观察到与骨坏死体征和症状相符的后遗症,以骨坏死最为常见(n=39;53.4%)。在人类中,93.2%的研究提出了239个后遗症,骨坏死(n=53;22.1%)被引用最多。后遗症的主要位置是下颌骨(动物中n=36;人类中n=41)。
    结论:动物研究强调骨暴露,特别是使用鼠类模型,巴西做出了重大贡献。在人类研究中,骨坏死是MRONJ的主要后遗症,意大利的研究人员已经报道了这一点。
    结论:这些发现强调了仔细考虑和监测有双膦酸盐使用史和正在进行拔牙的患者的重要性。强调MRONJ的潜在风险。
    OBJECTIVE: To map the current scientific landscape regarding the association/causality of medication-related osteonecrosis of the jaw (MRONJ) after tooth extraction under bisphosphonate (BF) therapy to identify knowledge gaps and guide future research.
    METHODS: This review used the PCC strategy (P = Patient; C = Concept; C = Context).
    METHODS: The MEDLINE/PubMed, Scopus, Web of Science/Clarivate Analytics, and gray literature databases were used.
    METHODS: Searches were conducted by two independent reviewers until April 2024. Studies involving prior BF use and tooth extraction in humans or animals were included. Among the 176 studies, 73 (41.4 %) were in animals, and 103 (58.5 %) were in humans. Brazil led in animal studies (n = 14; 19.1 %), while Italy led in human studies (n = 14; 13.6 %). Zoledronic acid was the most cited BF (79.4 % in animals; 34.9 % in humans), with intravenous administration being most frequent (38.3 % in animals; 35.9 % in humans). The mandible was the main extraction site (n = 36 in animals; n = 41 in humans). In 91.7 % of the animal studies, sequelae compatible with osteonecrosis signs and symptoms were observed, with bone necrosis being most common (n = 39; 53.4 %). In humans, 93.2 % of studies presented 239 sequelae, with bone necrosis (n = 53; 22.1 %) being the most cited. The main location of sequelae was the mandible (n = 36 in animals; n = 41 in humans).
    CONCLUSIONS: Animal studies highlighted bone exposure, notably using murine models, with a significant Brazilian contribution. In human studies, bone necrosis was the main sequela of MRONJ, which has been reported by researchers in the Italy.
    CONCLUSIONS: These findings underscore the importance of careful consideration and monitoring of patients who have a history of bisphosphonate use and who are undergoing tooth extraction, highlighting the potential risk of MRONJ.
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  • 文章类型: Case Reports
    药物相关性颌骨坏死(MRONJ)是一种罕见的颌骨并发症,在服用抗再吸收或抗血管生成药物后。这种情况对其管理构成了重大挑战。它的预防和管理需要多学科合作。我们描述了三名MRONJ患者,包括他们的表现,调查,管理协议,和结果。还对MRONJ的文献进行了简要评估。
    药物相关性颌骨坏死(MRONJ)是一种罕见的颌骨并发症,在服用抗再吸收或抗血管生成药物后。这种情况对其管理构成了重大挑战。我们对文献和三个MRONJ案例进行了评估。对3例因MRONJ就诊于口腔颌面诊所的患者进行了评估。相关体检结果,放射学图像,记录了临床照片和随访情况.一名患者患有多发性骨髓瘤,而另外两名患者患有转移性癌症。在开发MRONJ之前,所有人都接受了唑来膦酸。一名患者接受了手术治疗并成功康复,而两名患者接受了保守治疗。服用抗吸收药物的患者有发生MRONJ的风险。这种疾病的预防和管理需要多学科的合作。服用抗吸收药物的患者需要对与药物相关的风险以及如何识别早期体征和症状进行良好的教育。
    UNASSIGNED: Medication-related osteonecrosis of the Jaw (MRONJ) is a rare complication of the jaws following the administration of antiresorptive or antiangiogenic drugs. This condition poses a major challenge to its management. Its prevention and management need a multidisciplinary collaboration. We described three patients with MRONJ including their presentation, investigations, management protocols, and outcomes. A brief appraisal of the literature on MRONJ was also done.
    UNASSIGNED: Medication-related osteonecrosis of the jaw (MRONJ) is a rare complication of the jaws following the administration of antiresorptive or antiangiogenic drugs. This condition poses a major challenge to its management. We present an appraisal of the literature and three cases of MRONJ. An appraisal of 3 patients who presented to the oral and maxillofacial clinic with MRONJ was done. Relevant physical examination findings, radiological images, clinical photographs and follow-up was documented. One patient had multiple myeloma while the other two had metastatic cancer. All had received zoledronic acid before developing MRONJ. One patient was surgically treated and successfully recovered while two were managed conservatively. Patients taking antiresorptive medications are at risk of developing MRONJ. Prevention and management of the condition calls for a multidisciplinary collaboration. Patients taking antiresorptive medications need good education on the risks associated with the medications and how to recognize early signs and symptoms.
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  • 文章类型: Case Reports
    朗格汉斯细胞组织细胞增生症(LCH)是一种罕见的疾病,治疗选择有限。我们介绍了一例涉及一名57岁妇女的病例,该妇女患有孤立的LCH骨溶骨性病变。单次输注双膦酸盐可显着缓解疼痛,通过CT进行后续扫描,PET-CT,MRI显示病灶实质上重新钙化。进行广泛的文献综述,我们确定了46例记录双膦酸盐在LCH中的疗效的病例.这些发现引起了人们对双膦酸盐输注作为类似情况下的简单治疗替代方案的兴趣,对LCH患者的骨再钙化和疼痛控制有好处。
    Langerhans cell histiocytosis (LCH) is a rare disease with limited treatment options. We present a case involving a 57-year-old woman afflicted with an isolated LCH bone osteolytic lesion. A single bisphosphonate infusion significantly alleviated pain, and follow-up scans via CT, PET-CT, and MRI revealed a substantial recalcification of the lesion. Conducting an extensive literature review, we identified 46 cases documenting the efficacy of bisphosphonates in the context of LCH. These findings have raised interest in bisphosphonate infusion as a simple therapeutic alternative in similar situations, with benefits in terms of bone recalcification and pain control for individuals with LCH.
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  • 文章类型: Systematic Review
    背景:二膦酸盐(BP)在肥厚性骨关节病(HPOA)中的作用尚不清楚。我们介绍了一例原发性HPOA,并对有关BP对原发性和继发性HPOA治疗反应影响的文献进行了系统回顾。
    方法:该研究在PROSPERO(CRD42022343786)中进行了前瞻性注册。我们进行了PubMed文献检索,仅限于英语。我们纳入了接受BP的诊断为原发性或继发性HPOA的患者。评估的主要终点是BP对疼痛或关节炎反应的有效性。次要结果包括时机,学位,和响应的持续时间,与其他HPOA疗法相比,BP对放射学的影响,骨扫描,骨转换标记,和BP的不利影响。
    结果:文献检索仅检索病例报告。45名患者(21名原发性,24例继发性HPOA)已接受BP。大多数(88.3%)经历了疼痛或关节炎的改善。在用BP治疗后,原发性HPOA的反应是逐渐的,而继发性HPOA的反应在3至7天的中位数内。BP后,大多数患者的骨扫描摄取减少。当尝试其他HPOA疗法时,一半的人在以前对其他疗法没有反应后对血压有反应,三分之一的人同时接受治疗,很难将治疗反应归因于药物。其他次要结果的报告是非常异质和定性的,无法得出结论。没有关于HPOA中BP的主要不良反应的报道。
    结论:双膦酸盐为原发性和继发性HPOA提供了有效和安全的治疗选择。然而,缺乏随机对照试验.
    BACKGROUND: The role of bisphosphonates (BP) in hypertrophic osteoarthropathy (HPOA) is unclear. We presented a case of primary HPOA and performed a systematic review of literature on the effect of BP on treatment response in primary and secondary HPOA.
    METHODS: The study was prospectively registered in PROSPERO (CRD42022343786). We performed a PubMed literature search that restricted to the English language. We included patients diagnosed with primary or secondary HPOA who received BP. The primary endpoint assessed was the effectiveness of BP on response to pain or arthritis. Secondary outcomes included timing, degree, and duration of response, comparison to other HPOA therapies, impact of BP on radiology, bone scan, bone turnover markers, and adverse effects of BP.
    RESULTS: Literature search retrieved only case reports. Forty-five patients (21 primary, 24 secondary HPOA) had received BP. Majority(88.3%) experienced improvement in pain or arthritis. Response was gradual for primary HPOA and within a median of 3 to 7 days for secondary HPOA after treatment with BP. Most patients had reduced bone scan uptake after BP. When other HPOA therapies were tried, half responded to BP after not having previously responded to other therapies, while a third received the treatments concurrently, making it difficult to attribute treatment response to a drug. Reporting of other secondary outcomes was very heterogenous and qualitative to draw conclusions. No major adverse effects have been reported for BP in HPOA.
    CONCLUSIONS: Bisphosphonates provide an effective and safe treatment option for primary and secondary HPOA. However, there is a lack of randomized controlled trials.
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  • 文章类型: Journal Article
    确定并评估骨折联络服务(FLS)在降低50岁以上老年人继发性脆性骨折风险方面的确定性,并检查FLS的性质以及涉及FLS交付的各个学科的作用。Medline,EMBASE,PubMed,CINAHL,Scopus,从1月1日开始搜索Cochrane图书馆,2010年至5月31日,2022年。两个审阅者独立地提取数据。偏倚的风险评估使用纽卡斯尔-渥太华量表进行队列研究,PEDro量表进行随机试验,而等级方法确立了证据的确定性。确定了37项研究,其中34项(91.9%)被认为具有低偏倚风险,22项(59.5%)进行了荟萃分析。临床重要的1年低确定性证据(RR0.26,CI0.13至0.52,6项汇总研究)和≥2年中度确定性证据(RR0.68,CI0.55至0.83,13项汇总研究)表明,与非FLS干预相比,FLS干预中继发性脆性骨折的风险较低。没有观察到异质性的敏感性分析证实了这些发现。这篇综述发现了临床上重要的中度确定性证据,表明在≥2年的FLS干预中,继发性脆性骨折的风险较低。在这一领域进行更多高质量的研究可以提高证据的确定性。审查注册:PROSPERO-CRD42021266408。
    To determine and appraise the certainty of fracture liaison service (FLS) in reducing the risk of secondary fragility fractures in older adults aged ≥ 50 years and to examine the nature of the FLS and the roles of various disciplines involved in the delivery of the FLS. Medline, EMBASE, PubMed, CINAHL, SCOPUS, and The Cochrane Library were searched from January 1st, 2010, to May 31st, 2022. Two reviewers independently extracted data. The risk of bias was evaluated using the Newcastle-Ottawa Scale for cohort studies and the PEDro scale for randomized trials, while the GRADE approach established the certainty of the evidence. Thirty-seven studies were identified of which 34 (91.9%) were rated as having a low risk of bias and 22 (59.5%) were meta-analyzed. Clinically important low certainty evidence at 1 year (RR 0.26, CI 0.13 to 0.52, 6 pooled studies) and moderate certainty evidence at ≥ 2 years (RR 0.68, CI 0.55 to 0.83, 13 pooled studies) indicate that the risk of secondary fragility fracture was lower in the FLS intervention compared to the non-FLS intervention. Sensitivity analyses with no observed heterogeneity confirmed these findings. This review found clinically important moderate certainty evidence showing that the risk of secondary fragility fracture was lower in the FLS intervention at ≥ 2 years. More high-quality studies in this field could improve the certainty of the evidence. Review registration: PROSPERO-CRD42021266408.
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  • 文章类型: Journal Article
    骨质疏松症是一种骨骼疾病,其分类为老年人骨密度丢失,导致骨强度受损和骨折风险增加。根据病因可分为:老年性,绝经后,和继发性骨质疏松症。存在针对骨丢失的具体预防措施和治疗方法。在这里,我们回顾和总结有关骨质疏松症的文献,并讨论药物治疗。
    搜索了PubMed和GoogleScholar在1980年至2021年之间以英文发表的文章。搜索字词组合\"老年性骨质疏松症\",“骨质疏松症治疗”,“骨质疏松症”,\"双膦酸盐\",\"denosumab\",激素治疗的类型,以及以各种组合使用的其他相关关键字。
    骨质疏松会影响数百万人,但通常直到病理性骨折才被诊断出来。双能X射线骨密度仪(DEXA)扫描可评估骨矿物质密度(BMD),是骨质疏松症的诊断工具。65岁以上的成年人,绝经后妇女,那些有风险因素的人,如以前的骨折,建议每一到两年接受DEXA扫描。双膦酸盐,denosumab,激素疗法是骨质疏松症最常见的药物治疗方法之一。
    每日,口服双膦酸盐是治疗骨质疏松症的一线疗法,因为它们在降低骨折风险和良好的安全性方面具有功效.Denosumab是每六个月皮下给药的替代方案,可以作为初始疗法选择患者。如果患者不能耐受双膦酸盐或denosumab或对这些药物无效,则使用激素疗法。骨质疏松症的预防措施包括量身定制的运动和通过饮食或补充剂摄入足够的钙和维生素D。
    UNASSIGNED: Osteoporosis is a skeletal disorder classified by the loss of bone density in older adults leading to compromised bone strength and an increased risk of fracture. It can be divided into categories based on its etiology: senile, post-menopausal, and secondary osteoporosis. Specific prevention measures and treatments exist for targeting bone loss. Here we review and summarize the literature regarding the presentation of osteoporosis and discuss pharmaceutical therapies.
    UNASSIGNED: PubMed and Google Scholar were searched for articles published in English between 1980 and 2021. Search terms combined \"senile osteoporosis\", \"osteoporosis treatment\", \"osteoporosis\", \"bisphosphonates\", \"denosumab\", types of hormone therapy, and other relevant keywords used in various combinations.
    UNASSIGNED: Osteoporosis affects millions but often goes undiagnosed until a pathologic fracture. Dual-energy X-ray absorptiometry (DEXA) scans evaluate bone mineral density (BMD) and are a diagnostic tool for osteoporosis. Adults over the age of 65, post-menopausal women, and those with risk factors such as previous fractures are recommended to receive DEXA scans every one to two years. Bisphosphonates, denosumab, and hormonal therapies are among the most common pharmacologic treatments for osteoporosis.
    UNASSIGNED: Daily, orally administered bisphosphonates are the first-line therapy for osteoporosis given their efficacy in decreasing fracture risk and favorable safety profile. Denosumab is an alternative that is administered subcutaneously every six months and may be given as initial therapy to select patients. Hormonal therapies are used if patients cannot tolerate bisphosphonates or denosumab or are refractory to these medications. Preventative measures for osteoporosis include tailored exercise and sufficient intake of calcium and vitamin D via diet or supplementation.
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  • 文章类型: Journal Article
    骨质疏松症是一种老年代谢性疾病,其特征是骨矿物质密度(BMD)和强度低,细胞外基质的微观结构退化增强,骨脆性风险进一步增加。骨质疏松性骨折和相关并发症在55岁和65岁后的女性和男性中变得常见。分别。BMD的丢失显著增加了骨折的风险,非骨骼损伤,和随后的疼痛,对生活质量产生不利影响。
    本评论中总结的数据来源和总结,包括从2008年到2023年的贡献,来自科学搜索引擎的在线,基于科学的纳入和排除标准。
    生化血清标志物,如BALP,胶原蛋白,骨钙蛋白,组织蛋白酶-K水平可以揭示骨质疏松状态。DEXA扫描技术评估全身的BMD和骨矿物质含量(BMC),在骨质疏松症管理中至关重要。合成代谢和抗骨质疏松剂通常用于增强骨形成,尽量减少骨吸收,并规范重塑。药物治疗的挑战和副作用可以通过组合各种药物部分来克服。
    当前的综述讨论了骨质疏松症的管理方案,从生活方式的改变,包括体育锻炼,制药方法,药物输送应用,以及AI和机器学习技术的先进治疗可能性,以减少骨质疏松症并发症和骨折风险。
    UNASSIGNED: Osteoporosis is a geriatric metabolic ailment distinguished by low bone mineral density (BMD) and strength with enhanced micro-architectural retrogression of the extracellular matrix, further increasing bone fragility risk. Osteoporotic fractures and associated complications become common in women and men after 55 and 65 years, respectively. The loss in BMD markedly enhances the risk of fracture, non-skeletal injury, and subsequent pain, adversely affecting the quality of life.
    UNASSIGNED: Data summarised in this review were sourced and summarised, including contributions from 2008 to 2023, online from scientific search engines, based on scientific inclusion and exclusion criteria.
    UNASSIGNED: Biochemical serum markers such as BALP, collagen, osteocalcin, and cathepsin-K levels can reveal the osteoporotic status. DEXA scan techniques evaluate the whole body\'s BMD and bone mineral content (BMC), crucial in osteoporosis management. Anabolic and anti-osteoporotic agents are commonly used to enhance bone formation, minimize bone resorption, and regulate remodelling. The challenges and side effects of drug therapy can be overcome by combining the various drug moieties.
    UNASSIGNED: The current review discusses the management protocol for osteoporosis, ranging from lifestyle modification, including physical exercise, pharmaceutical approaches, drug delivery applications, and advanced therapeutic possibilities of AI and machine learning techniques to reduce osteoporosis complications and fracture risk.
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