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Multiexon COL1A2 deletion as a rare mechanism in osteogenesis imperfecta: Case report and literature review 多外显子COL1A2缺失是成骨不全的罕见机制:病例报告和文献复习。
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-05-01 Epub Date: 2026-01-29 DOI: 10.1016/j.bone.2026.117810
Daniela Oliveira , Pedro M. Almeida , Sofia Franco , Raquel Pina , Rita Cerqueira , Silvia Modamio-Hoybjor , Karen E. Heath , Sérgio B. Sousa , Fabiana Ramos

Background

Osteogenesis imperfecta (OI) is mostly caused by pathogenic variants in COL1A1/COL1A2; while single nucleotide variants predominate, multiexon copy number variants (CNVs) remain under-recognised contributors with incompletely defined phenotypic impacts.

Methods

We investigated a fetus presenting severe skeletal dysplasia using NGS with CNV calling and MLPA, clinical and radiologic assessments, and transcript analysis of maternal fibroblasts. We also reviewed the literature and curated databases for reported multiexon COL1A2 deletions.

Results

The fetus exhibited lethal OI type II features, including progressive long bone shortening and bowing, multiple fractures, diffuse hypomineralisation, and a bell-shaped thorax. Genetic analysis revealed a heterozygous in-frame COL1A2 exons 4–17 deletion. Maternal testing identified low-level mosaicism for this large deletion alongside a germline in-frame deletion of exons 12–17. Detailed breakpoint analysis of the exon 12–17 deletion revealed a complex rearrangement characterised by the insertion of an inverted duplicated segment of exon 3 and intron 3 at the deletion junction. Despite these findings, the mother showed only joint hypermobility and a family history of osteoporosis, without overt features of OI.

Conclusions

N-terminal in-frame COL1A2 deletions show variable expressivity, including perinatal lethality. We report a novel, complex and likely unstable genomic rearrangement which probably predisposed to a secondary, larger deletion. Integrated CNV analysis and parental studies are crucial to ensure accurate recurrence risk counselling.
背景:成骨不全症(Osteogenesis imperfecta, OI)主要由COL1A1/COL1A2的致病变异引起;虽然单核苷酸变异占主导地位,但多外显子拷贝数变异(CNVs)仍未被充分认识,其表型影响尚未完全确定。方法:我们使用NGS、CNV呼叫和MLPA、临床和放射学评估以及母体成纤维细胞转录分析研究了一例出现严重骨骼发育不良的胎儿。我们还回顾了文献和数据库中报道的COL1A2多外显子缺失。结果:胎儿表现出致死性II型成骨不全特征,包括进行性长骨缩短和弯曲,多发骨折,弥漫性低矿化和钟形胸。遗传分析显示COL1A2外显子4-17存在杂合缺失。母体检测发现这种低水平的嵌合性缺失伴随着种系框架内外显子12-17的缺失。外显子12-17缺失的详细断点分析揭示了一个复杂的重排,其特征是在缺失连接处插入了外显子3和内含子3的反向重复片段。尽管有这些发现,但母亲仅表现出关节活动过度和骨质疏松家族史,没有明显的成骨不全特征。结论:框架内n端COL1A2缺失具有不同的表达性,包括围产期致死率。我们报告了一个新的,复杂的和可能不稳定的基因组重排,这可能会导致二次,更大的缺失。综合CNV分析和家长研究对于确保准确的复发风险咨询至关重要。
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引用次数: 0
Bone mineral density in rheumatoid arthritis patients on antirheumatic therapies: a systematic review 抗风湿治疗对类风湿关节炎患者骨密度的影响:系统综述。
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-05-01 Epub Date: 2026-01-28 DOI: 10.1016/j.bone.2026.117812
Owen Taylor-Williams , Ross Godwin , Reece Carvallio , Michaela Taylor-Williams , Christine Barrett , Charles Inderjeeth
Rheumatoid Arthritis (RA) is associated with increased fracture risk due to systemic bone loss. Whilst new disease modifying antirheumatic drugs (DMARD) have improved disease control, their impacts on bone mineral density (BMD) remains controversial. This systematic review investigates the effects of conventional synthetic (cs), biologic (b), and targeted synthetic (ts) DMARDs on BMD in RA patients. 13,340 records were screened, with 46 studies meeting the inclusion and exclusion criteria, published on PROSPERO (CRD42024534452). Included studies were analysed by their use of specific DMARD, glucocorticosteroids (GCS), antiosteoporotic therapy (AOT) and disease activity. csDMARD appear beneficial to BMD, and on the balance of evidence bDMARD and tsDMARD appear to have a greater effect on BMD. Encouragingly, early data suggests some csDMARD, bDMARD, tsDMARD may be superior to others, however, further research is required to confirm this. Future researchers should consider DMARD mechanism of action on BMD and examine the role of specific csDMARD, bDMARD, and tsDMARD in large cohort studies and trials.
类风湿性关节炎(RA)与系统性骨质流失导致的骨折风险增加有关。虽然新的疾病调节抗风湿药物(DMARD)改善了疾病控制,但它们对骨矿物质密度(BMD)的影响仍存在争议。本系统综述调查了常规合成(cs)、生物合成(b)和靶向合成(ts) DMARDs对RA患者骨密度的影响。筛选了13340条记录,其中46项研究符合纳入和排除标准,发表在PROSPERO (CRD42024534452)上。纳入的研究通过使用特异性DMARD、糖皮质激素(GCS)、抗骨质疏松治疗(AOT)和疾病活动性进行分析。csDMARD似乎对BMD有益,在证据的平衡上,bDMARD和tsDMARD似乎对BMD有更大的影响。令人鼓舞的是,早期数据显示一些csDMARD, bDMARD, tsDMARD可能优于其他的,然而,需要进一步的研究来证实这一点。未来的研究人员应该考虑DMARD对BMD的作用机制,并在大型队列研究和试验中检查特异性csDMARD、bDMARD和tsDMARD的作用。
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引用次数: 0
Dual inhibition of sclerostin and Notum induces synergistic osteoanabolic action in mice 双抑制硬化蛋白和Notum诱导小鼠骨合成代谢的协同作用
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-05-01 Epub Date: 2026-02-03 DOI: 10.1016/j.bone.2026.117816
Roy B. Choi , April M. Hoggatt , Daniel J. Horan , Connor J. Cunningham , Robert Brommage , David R. Powell , Alexander G. Robling
Expanding the number of clinically approved choices for osteoanabolic therapy represents the next hurdle on the osteoporosis treatment horizon. The WNT pathway is involved in stimulating new bone formation, and the most recent FDA-approved anabolic therapy—sclerostin neutralizing antibody—works by stimulating the WNT pathway in bone. The challenge with all current osteoanabolic therapies is the short treatment window in which they are efficacious. One strategy to dealing with this limited anabolic window is to further maximize bone formation during the window, using combination therapy. For example, simultaneous pharmacological or genetic inhibition of the WNT antagonists sclerostin and DKK1 potentiate the already strong effects of sclerostin inhibition alone, particularly in cancellous bone. Considerable interest has emerged regarding other candidates that might be co-inhibited along with sclerostin to potentiate its effects in bone, with specific action on cortical bone. In this communication, partnering sclerostin inhibition with the inhibition of another secreted WNT antagonist, NOTUM, is explored. NOTUM is a secreted WNT deacylase that inactivates WNT ligands and has preferential effects on cortical bone. To evaluate combination therapy involving sclerostin/NOTUM inhibition, double knockout mice for Sost and Notum (Sost−/−;Notum−/−) were generated and compared to single knockouts and WT controls. Further experiments were conducted using pharmacologic inhibitors, rather than genomic mutations, for sclerostin (sclerostin neutralizing antibody) and a small molecule inhibitor of NOTUM (LP-922056). Each experiment included evaluation by DXA-derived radiography, μCT, biomechanical testing and bone dynamic histomorphometry. Deletion of Notum alone had mild cortical effects but co-deletion of Sost and Notum improved cortical and some cancellous parameters significantly beyond Sost−/− mice. Co-inhibition of the protein products with antibody/small molecule were less synergistic, with only a small cortical effect, particularly in younger mice. Taken together, the results suggest the potential to improve efficacy of sclerostin inhibition using NOTUM inhibition is promising, but development of additional NOTUM inhibiting tools and optimization of current tools might be necessary to strengthen the partnership.
扩大临床批准的骨合成代谢疗法的选择数量代表了骨质疏松症治疗领域的下一个障碍。WNT通路参与刺激新骨形成,最近fda批准的合成代谢疗法-硬化蛋白中和抗体-通过刺激骨中的WNT通路起作用。目前所有骨合成代谢疗法面临的挑战是它们有效的治疗窗口时间短。处理这个有限的合成代谢窗口的一个策略是在窗口期间进一步最大化骨形成,使用联合治疗。例如,WNT拮抗剂硬化蛋白(sclerostin)和DKK1的同时药理或遗传抑制增强了硬化蛋白单独抑制的强大作用,特别是在松质骨中。对于其他可能与硬化蛋白共同抑制以增强其在骨中的作用的候选物质,以及对皮质骨的特异性作用,人们产生了相当大的兴趣。在这篇文章中,我们探讨了与另一种分泌的WNT拮抗剂NOTUM合作抑制硬化蛋白的作用。NOTUM是一种分泌的WNT去乙酰化酶,可使WNT配体失活,并对皮质骨有优先作用。为了评估涉及硬化蛋白/NOTUM抑制的联合治疗,生成Sost和NOTUM双敲除小鼠(Sost−/−;NOTUM−/−),并与单敲除和WT对照进行比较。进一步的实验使用药理学抑制剂,而不是基因组突变,用于硬化蛋白(硬化蛋白中和抗体)和NOTUM的小分子抑制剂(LP-922056)。每个实验包括dxa衍生x线片、μCT、生物力学测试和骨动态组织形态测量。单独删除Notum对皮质有轻微的影响,但共同删除Sost和Notum对皮质和一些松质参数的改善明显超过Sost - / -小鼠。蛋白产物与抗体/小分子共抑制的协同作用较小,仅对皮质产生较小的影响,特别是在年轻小鼠中。综上所示,研究结果表明,利用NOTUM抑制剂提高硬化蛋白抑制效果的潜力是有希望的,但开发额外的NOTUM抑制剂工具和优化现有工具可能是加强合作的必要条件。
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引用次数: 0
Quantitative assessment of the alignment between human trabecular microstructural orientation and mechanical anisotropy: Implications for Wolff's Law 定量评估人类小梁微观结构取向和力学各向异性之间的对齐:对沃尔夫定律的影响
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-05-01 Epub Date: 2026-02-02 DOI: 10.1016/j.bone.2026.117817
Pengwei Xiao
Trabecular bone exhibits a highly organized microarchitecture that adapts to its mechanical loading environment, a concept fundamentally described by Wolff's law. However, direct quantitative evidence linking the trabecular microstructural orientation with mechanical anisotropy remains limited. In this study, we quantitatively assessed the alignment between trabecular microstructural orientation and the apparent stiffness tensor using a micro-CT-based finite element (μFE) framework. Fabric tensors and the orientations of individual trabecular plates and rods were derived using the Mean Intercept Length (MIL) method and Individual Trabecula segmentation (ITS) analysis, respectively. The apparent stiffness tensors were obtained through μFE models subjected to three uniaxial compression and three pure shear loading cases. The results demonstrated a strong alignment between the fabric tensor and the apparent stiffness tensor, with an overall alignment index (λ¯) of 0.92 (IQR: 0.09). Trabecular plates exhibited a high degree of alignment with the apparent stiffness tensor (λ¯: 0.88, IQR: 0.15), whereas trabecular rods demonstrated a substantially lower degree of alignment (λ¯: 0.36, IQR: 0.19). Moreover, the alignment between the principal axis of trabecular plates and the apparent stiffness tensor increased with the degree of anisotropy (DA), while the alignment of trabecular rods decreased with increasing DA. These findings provide quantitative evidence supporting Wolff's law, confirming that trabecular bone architecture is structurally optimized to align with habitual mechanical stress pathways, and highlight the dominant role of trabecular plates in governing the mechanical competence of cancellous bone.
小梁骨表现出高度组织化的微结构,以适应其机械负载环境,这一概念基本上由沃尔夫定律描述。然而,将小梁微观结构取向与力学各向异性联系起来的直接定量证据仍然有限。在这项研究中,我们使用基于微ct的有限元(μFE)框架定量评估了小梁微观结构取向与表观刚度张量之间的对齐。利用平均截距长度(MIL)方法和个体小梁分割(ITS)分析分别得到了织物张量和单个小梁板和棒的方向。通过三种单轴压缩和三种纯剪切加载情况下的μ有限元模型获得了表观刚度张量。结果表明,织物张量与表观刚度张量之间具有较强的准直性,总体准直指数(λ¯)为0.92 (IQR: 0.09)。小梁板与表观刚度张量的对齐程度较高(λ¯:0.88,IQR: 0.15),而小梁棒的对齐程度较低(λ¯:0.36,IQR: 0.19)。随着各向异性(DA)的增加,小梁板主轴与视刚度张量之间的对齐度增加,而小梁棒的对齐度随DA的增加而降低。这些发现为Wolff定律提供了定量证据,证实了骨小梁结构在结构上经过优化以适应习惯性的机械应力途径,并强调了骨小梁板在控制松质骨的机械能力方面的主导作用。
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引用次数: 0
Alterations in osteocyte mechanostimulation within trabecular-lacunar cavities of human bone from intact to implanted cases: a multiscale model elucidating the role of osteocyte mechanosensors 骨小梁腔内骨细胞机械刺激的变化:从完整到植入病例:阐明骨细胞机械传感器作用的多尺度模型。
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-04-01 Epub Date: 2026-01-08 DOI: 10.1016/j.bone.2026.117784
Abhisek Gupta , Masud Rana , Apurba Das , Amit Roy Chowdhury , Nico Verdonschot
Osteocytes, being embedded within the bone, sense mechanical stimuli through their various mechanosensors under physiological loading. However, the insertion of metallic implants alters the local mechanical environment, potentially disrupting osteocyte stimulation and affecting bone remodelling, particularly in the peri-implant cancellous bone. To quantify the changes in osteocyte mechanostimulation from the intact to the implanted state and to explore the potential of optimized implants in restoring these stimulations, a three-level multiscale modelling approach was developed. This approach transferred boundary conditions from the global femur (intact or implanted) to a trabecular-level model and subsequently to a cellular-level model. At the cellular level, the osteocyte was modelled within its interstitial fluid and surrounding bone matrix, with a specific focus on its various mechanosensors, aiming to examine quantitative changes in their mechanostimulation before and after implantation. The results showed that osteocyte stimulation in the peri-implant cancellous bone decreased by nearly 60–75% after inserting a solid implant, depending on whether the region corresponded to low or high marrow cell stimulation as defined by fluid shear stress on the trabecular surface. The simulation appeared to be sensitive to a change of implant design showing a recovery of this stimulation of approximately 5% when an optimized porous implant was employed, particularly enhancing osteocyte response near high shear stress regions on the trabecular surface. This study provides a mechanobiological explanation for altered bone remodelling around implants and demonstrates how an optimized implant design can enhance osteocyte stimulation and improve remodelling outcomes.
骨细胞嵌入骨内,在生理负荷下通过各种机械传感器感知机械刺激。然而,金属种植体的植入改变了局部的机械环境,可能破坏骨细胞的刺激并影响骨重塑,特别是在种植体周围的松质骨。为了量化骨细胞机械刺激从完整状态到植入状态的变化,并探索优化的植入物在恢复这些刺激方面的潜力,开发了一种三级多尺度建模方法。该方法将整体股骨(完整或植入)的边界条件转移到小梁水平模型,随后转移到细胞水平模型。在细胞水平上,骨细胞在其间质液和周围骨基质中建模,特别关注其各种机械传感器,旨在检查其植入前后机械刺激的定量变化。结果显示,植入实心植入体后,种植体周围松质骨的骨细胞刺激减少了近60-75%,这取决于该区域对应的是小梁表面的流体剪切应力所定义的低或高骨髓细胞刺激。模拟似乎对植入物设计的变化很敏感,当采用优化的多孔植入物时,这种刺激的恢复约为5%,特别是增强骨小梁表面高剪切应力区域附近的骨细胞反应。本研究为植入物周围骨重塑的改变提供了机械生物学解释,并展示了优化的植入物设计如何增强骨细胞刺激和改善重塑结果。
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引用次数: 0
Development of a novel anthropomorphic bone phantoms for mimicking osteoporosis in medical imaging development 一种新型拟人化骨幻象在医学影像发展中模拟骨质疏松症。
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-04-01 Epub Date: 2026-01-20 DOI: 10.1016/j.bone.2026.117803
Jingrui Hu , Junning Chen , Steve Wells , Karen Knapp
Osteoporosis (OP) is characterised by loss of bone mineral density (BMD) and deterioration of trabecular microarchitecture, yet routine clinical imaging techniques remain limited in their ability to fully characterise bone microarchitecture. As new imaging technologies are developed, the potential for point of care bone assessment with both density and microarchitectural parameters of bone becomes a reality. Although advanced imaging modalities such as high-resolution peripheral quantitative computed tomography (HR-pQCT) offers improved sensitivity to bone structure, this is primarily focused on research settings. The development of higher resolution digital tomosynthesis (DT), required rethinking of phantoms, otherwise development and pre-clinical validation are constrained by the lack of reproducible, structure-controlled reference standards. In this study, we present a novel anthropomorphic bone phantom designed as a preclinical platform for calibration, benchmarking, and validation of bone imaging systems and quantitative analysis methods. The phantom integrates digital-twin trabecular models derived from micro-computed tomography (μ-CT), enabling parametric control of trabecular thickness and bone volume fraction to represent healthy and osteoporotic conditions. BMD is independently controlled using calibrated contrast agent (PVP-BaSO4), while moulded lean and adipose soft-tissue equivalents are incorporated to provide realistic X-ray attenuation for projection-based imaging. The phantoms were evaluated using multiple imaging modalities, including X-ray, DXA, pQCT, DT, and μCT, to verify their fidelity in reproducing both BMD and trabecular microstructural features. Imaging-derived parameters showed strong correlations with controlled variations in trabecular architecture and BMD, demonstrating the utility of the phantom as a source of controlled ground truth for cross-modality comparison. This reproducible platform enables systematic evaluation of imaging systems and facilitates early osteoporosis detection by bridging structure-density relationships. Our phantom serves as a valuable tool for preclinical diagnostic validation, imaging quality assurance, and the development of bone health biomarkers, thereby reducing reliance on animal or cadaveric studies.
骨质疏松症(OP)的特征是骨密度(BMD)的丧失和小梁微结构的恶化,然而常规的临床成像技术在充分表征骨微结构方面的能力仍然有限。随着新的成像技术的发展,利用骨的密度和微结构参数进行骨评估的潜力成为现实。尽管高分辨率外围定量计算机断层扫描(HR-pQCT)等先进的成像方式提高了对骨骼结构的敏感性,但这主要集中在研究环境中。更高分辨率的数字断层合成(DT)的发展需要对幻影进行重新思考,否则由于缺乏可重复的、结构可控的参考标准,开发和临床前验证受到限制。在这项研究中,我们提出了一种新的拟人化骨幻影设计作为临床前平台,用于骨成像系统和定量分析方法的校准,基准测试和验证。该模型集成了来自微计算机断层扫描(μ-CT)的数字孪生小梁模型,能够参数控制小梁厚度和骨体积分数,以代表健康和骨质疏松状况。使用校准造影剂(PVP-BaSO4)独立控制BMD,同时结合建模的瘦肉和脂肪软组织等效物,为基于投影的成像提供真实的x射线衰减。使用x射线、DXA、pQ-CT、DT和μ-CT等多种成像方式对模型进行评估,以验证其再现BMD和小梁微观结构特征的保真度。成像衍生参数显示与小梁结构和BMD的受控变化有很强的相关性,证明了幻像作为跨模态比较的受控地面真相来源的实用性。这个可重复的平台能够系统地评估成像系统,并通过桥接结构-密度关系促进早期骨质疏松症的检测。我们的假体是临床前诊断验证、成像质量保证和骨骼健康生物标志物开发的宝贵工具,从而减少了对动物或尸体研究的依赖。
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引用次数: 0
Modeling rare genetic skeletal disorders with bone organoids: a narrative review 用骨类器官模拟罕见的遗传性骨骼疾病:综述。
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-04-01 Epub Date: 2026-01-18 DOI: 10.1016/j.bone.2026.117799
Dimitra Micha , Sandra Escalante Quirós , Elisabeth Marelise W. Eekhoff , Vivi M. Heine , Jae-Hyuck Shim , Lidiia Zhytnik
Rare genetic skeletal disorders (RGSDs) encompass a heterogeneous group of hundreds rare conditions affecting the skeletal system. The rarity of these disorders, phenotypic and genetic diversity, combined with the limitations of conventional cellular and animal RGSD models, have hindered progress in understanding their pathophysiology and developing effective therapies. However, the latest advances in stem cell and bone tissue engineering techniques offer transformative opportunities in investigation of RGSD, particularly through bone organoids that enable disease modeling within a precision medicine framework.
This review outlines the progress in RGSD organoid research, starting with the pivotal concepts of RGSDs bone biology, and extending to the disease-specific molecular signatures essential for selecting cell sources, biomaterials, and biofabrication strategies to improve the translational relevance of the models. We critically evaluate existing bone organoid models for osteogenesis imperfecta, hypophosphatasia, fibrous dysplasia, Gaucher disease, and other representative RGSDs. Finally, we consider ethical implications of animal-free and patient-centric organoid research.
By integrating the latest advancements in RGSD biology and organoid research, this review outlines how molecular pathophysiology can guide organoid design and highlights key methodological advances that could accelerate therapeutic discovery and progress in precision skeletal medicine.
罕见遗传性骨骼疾病(rgsd)包括数百种影响骨骼系统的罕见疾病。这些疾病的罕见性、表型和遗传多样性,加上传统细胞和动物RGSD模型的局限性,阻碍了了解其病理生理和开发有效治疗方法的进展。然而,干细胞和骨组织工程技术的最新进展为研究RGSD提供了变革的机会,特别是通过骨类器官在精准医学框架内实现疾病建模。本文概述了RGSD类器官研究的进展,从RGSD骨生物学的关键概念开始,扩展到选择细胞来源、生物材料和生物制造策略所必需的疾病特异性分子特征,以提高模型的翻译相关性。我们批判性地评估了现有的骨器官类模型,用于成骨不全、低磷、纤维结构不良、戈谢病和其他代表性的rgsd。最后,我们考虑无动物和以患者为中心的类器官研究的伦理影响。通过整合RGSD生物学和类器官研究的最新进展,本文概述了分子病理生理学如何指导类器官设计,并强调了可以加速治疗发现和精密骨骼医学进展的关键方法进展。
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引用次数: 0
Development of a deep learning-based histological evaluation model for critical-size bone defect healing in rats – an objective tool 基于深度学习的大鼠临界尺寸骨缺损愈合组织学评估模型的开发-一个客观工具。
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-04-01 Epub Date: 2026-01-10 DOI: 10.1016/j.bone.2026.117791
J. Neijhoft , W. Virefléau , Y. Zhao , S. Bianconi , R. Verboket , C. Hoog Antink , I. Marzi , D. Henrich

Introduction

Critical-size femoral defects in rats are a well-established model for preclinical bone regeneration research. Histological evaluation is essential for assessing healing but remains time-consuming and subject to observer variability. Machine learning, particularly convolutional neural networks (CNNs), offers potential for objective and scalable analysis of histological sections.

Materials and methods

We developed a modified U-Net model to perform semantic segmentation and classification of bone healing stages based on Movat pentachrome-stained histological sections (n = 669). Five tissue classes (bone, cartilage, bone marrow, granulation tissue, background) were manually annotated to train the model. Data were split into training (64%), validation (16%), and test (20%) sets. The model then was used to segment and rank histological images. In addition, a subset of 20 independent test images was scored by four orthopedic experts, seven medical students, and the AI using a refined bone healing score ranging from −10 to +10.

Results

The model achieved high segmentation performance, particularly for bone and background. AI-generated healing scores showed strong correlation with expert ratings (Spearman r = 0.819, p < 0.0001) and similar accuracy to student ratings (mean absolute deviation: AI = 0.468 vs. students = 0.469; p = 0.5753). ICC analysis confirmed excellent agreement between AI and experts (ICC = 0.820) and revealed a significant difference favoring AI over students (bootstrap p = 0.0466).

Conclusion

This study introduces a CNN-based model capable of expert-level performance in the histological assessment of bone healing. It offers a reproducible and time-efficient tool for future preclinical applications.
大鼠临界尺寸股骨缺损是临床前骨再生研究的一个成熟模型。组织学评估是评估愈合的必要条件,但仍然耗时且受观察者变化的影响。机器学习,特别是卷积神经网络(cnn),为客观和可扩展的组织切片分析提供了潜力。材料和方法:我们开发了一个改进的U-Net模型,基于Movat五色染色的组织学切片进行骨愈合阶段的语义分割和分类(n = 669)。五个组织类别(骨、软骨、骨髓、肉芽组织、背景)被人工标注以训练模型。数据被分成训练集(64%)、验证集(16%)和测试集(20%)。然后使用该模型对组织学图像进行分割和排序。此外,由4名骨科专家、7名医学生和人工智能使用-10到+10的精细骨愈合评分对20个独立测试图像进行评分。结果:该模型取得了较好的分割效果,特别是对骨和背景的分割。人工智能生成的愈合评分与专家评分有很强的相关性(Spearman r = 0.819,p )。结论:本研究引入了一种基于cnn的模型,能够在骨愈合的组织学评估中达到专家水平。它为未来的临床前应用提供了一种可重复和省时的工具。
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引用次数: 0
Sclerostin-targeted delivery of PCSK9 siRNA reverses osteoporosis in OVX mice 以硬化蛋白为靶点的PCSK9 siRNA递送可逆转OVX小鼠的骨质疏松症
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-04-01 Epub Date: 2026-01-27 DOI: 10.1016/j.bone.2026.117808
Hongling Wu , Liyuan Huang , Fangfang Song , Yueli Zhou , Yanru Wu , Jiqi Zheng , Zhengrong Yin , Yanyang Wei , Hualing Sun , Cui Huang
The role of PCSK9 in bone metabolism has recently emerged as a critical area of research. This study identifies a significant upregulation of PCSK9, approximately 1.2-fold in ovariectomized (OVX) mice serum, approximately 3-fold in OVX mice bone marrow stem cells, which correlates strongly with decreased bone mineral density, implicating PCSK9 in estrogen deficiency-induced bone loss. Genetic knockout of PCSK9 was found to ameliorate osteoporosis by improving bone microarchitecture, increasing trabecular bone volume fraction (BV/TV) by 50%, enhancing bone formation (serum PINP increased by 30%), and bone resorption (serum β-CTX increased by 10%), confirming its dual regulatory function. Based on these findings, we engineered a bone-targeted exosome delivery system by surface functionalizing exosomes with an anti-sclerostin (anti-SCL) fragment. This novel system facilitated efficient bone-specific enrichment (fluorescence intensity in bone increased by 60%) and the successful delivery of siPCSK9, resulting in potent silencing of bone marrow PCSK9 expression. In OVX osteoporotic mice, this targeted intervention markedly attenuated bone loss. A 2-fold increase in bone mass was observed relative to the untreated OVX group. Our work not only elucidates a pivotal role of PCSK9 in osteoporosis pathogenesis but also provides a compelling proof-of-concept for exosome-based precision therapy, offering substantial potential for clinical translation.
PCSK9在骨代谢中的作用最近成为一个重要的研究领域。本研究发现PCSK9显著上调,在卵巢切除(OVX)小鼠血清中上调约1.2倍,在OVX小鼠骨髓干细胞中上调约3倍,这与骨密度下降密切相关,暗示PCSK9与雌激素缺乏诱导的骨质流失有关。研究发现,基因敲除PCSK9可通过改善骨微结构、提高骨小梁体积分数(BV/TV) 50%、促进骨形成(血清PINP增加30%)和骨吸收(血清β-CTX增加10%)改善骨质疏松症,证实其双重调节功能。基于这些发现,我们设计了一种骨靶向外泌体递送系统,通过表面功能化带有抗硬化蛋白(anti-SCL)片段的外泌体。这种新系统促进了高效的骨特异性富集(骨中的荧光强度增加了60%)和siPCSK9的成功递送,导致骨髓PCSK9表达的有效沉默。在OVX骨质疏松小鼠中,这种靶向干预明显减轻了骨质流失。与未治疗的OVX组相比,骨量增加了2倍。我们的工作不仅阐明了PCSK9在骨质疏松发病机制中的关键作用,而且为基于外泌体的精确治疗提供了令人信服的概念证明,为临床转化提供了巨大的潜力。
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引用次数: 0
Does lumbar vertebra bone microstructure relate to combined loading fracture tolerance and inform fracture initiation site? 腰椎骨微观结构与复合载荷骨折耐受性和骨折起始部位有关吗?
IF 3.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-04-01 Epub Date: 2026-01-26 DOI: 10.1016/j.bone.2026.117806
Sophia K. Tushak , Pavel Chernyavskiy , Bay Gates , Christina George , Jason R. Kerrigan
Lumbar vertebrae bone microstructure has been shown to correlate to compressive mechanical properties and display regional variability. However, properties quantified using bone samples may be dissimilar to those of the entire vertebra and sensitive to test methods. Additionally, significant differences in bone quantity across regions of lumbar vertebrae may assist in identifying fracture initiation sites. Further, most studies consider uniaxial compressive loading, whereas the in vivo spine experiences combined loading. The goal of the study was to quantify the relationship between human lumbar vertebrae microstructure and its fracture tolerance to combined compression and flexion. A second goal was to assess if significant regional variation of microstructure within the vertebral body could suggest a location for fracture initiation, given the relationship between microstructure and fracture tolerance. Human three-vertebra spine sections were exposed to dynamic compression-flexion loading, and then the center vertebral bodies were isolated and imaged via micro-computed tomography. Commercial evaluation software was used to quantify bone volume fraction (BV/TV) and cortical thickness (Ct.Th). Bayesian statistical analyses were performed to relate bone microstructure to fracture tolerance with age as a covariate and to quantify microstructural regional variation. BV/TV was significantly associated with fracture tolerance. For the typical donor at the average age, both BV/TV and Ct.Th were positively correlated to fracture tolerance. Ct.Th was region-dependent, while BV/TV was homogeneous. Further efforts may include identifying correlates for bone microstructure that can be measured from common clinical imaging modalities to aid in developing a practical predictive model.
腰椎骨微结构已被证明与压缩力学性能相关,并显示区域变异性。然而,使用骨样本量化的特性可能与整个椎体的特性不同,并且对测试方法敏感。此外,腰椎各区域骨量的显著差异可能有助于确定骨折起始部位。此外,大多数研究考虑单轴压缩载荷,而体内脊柱经历联合载荷。该研究的目的是量化人类腰椎微结构与其对联合压缩和屈曲的骨折耐受性之间的关系。第二个目标是,考虑到微观结构与骨折耐受性之间的关系,评估椎体内微观结构的显著区域变化是否可以提示骨折发生的位置。人体三椎体脊柱切片暴露于动态压缩-屈曲载荷下,然后分离中心椎体并通过微计算机断层扫描成像。使用商业评估软件量化骨体积分数(BV/TV)和皮质厚度(Ct.Th)。进行贝叶斯统计分析,将骨微观结构与年龄作为协变量的骨折耐受性联系起来,并量化微观结构的区域变化。BV/TV与骨折耐受性显著相关。对于平均年龄的典型捐赠者,BV/TV和Ct。这与断裂耐受性呈正相关。Ct。这是区域依赖的,而BV/TV是均匀的。进一步的努力可能包括确定可以从常见临床成像方式测量的骨微观结构的相关性,以帮助开发实用的预测模型。
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引用次数: 0
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Bone
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