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The Impact of the Ovine Annular Lesion Model on IVD Pathobiology and Utility of the Ovine Spinal Model in Patho-Anatomical Studies: A Historical Perspective 羊环形病变模型对IVD病理生物学的影响及羊脊柱模型在病理解剖研究中的应用:一个历史的视角。
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-11-04 DOI: 10.1002/jsp2.70128
O. Osti, C. B. Little, J. Melrose

This review documents the impact of the Osti ovine annular lesion model of intervertebral disc (IVD) degeneration on the elucidation of degenerative changes in the ovine IVD also seen in human IVD degeneration (IVDD). The degenerative pathology knowledge base generated by the ovine model over the last 35 years has provided invaluable insights into degenerative events occurring in the human IVD. Changes in para-discal structures as a consequence of IVDD, in vertebral bone adjacent to the lesion site, cartilaginous endplates and spinal motion segment facet joints, and in the longitudinal ligaments and paraspinal muscles also affect spinal stability and flexibility. All of these spinal structures are richly innervated, and disturbance of their normal architecture due to IVDD also contributes to the generation of low back pain. Like human IVDD, when the ovine IVD is mechanically destabilized by the introduction of a controlled annular lesion, release of proteases is elevated, degradation of structural ECM components occurs, leading to IVDD and biomechanical impairment. When space-filling aggrecan is degraded in the IVD, a drop in internal hydrostatic pressure occurs, and the IVD becomes susceptible to an ingrowth of blood vessels and mechanosensitive nociceptors resulting in enhanced generation of low back pain by the biomechanically incompetent IVD. The ovine model is thus very useful to evaluate compounds or procedures that slow IVDD and, in some cases, promote regenerative processes. The large size of the ovine IVD allows the use of inter-disciplinary longitudinal approaches in the analysis of progressive changes in the degenerate IVD of relevance to the human IVD.

Clinical Significance

The ovine annular lesion model of IVDD displays similar pathological features to those displayed by the degenerate human IVD, making it an appropriate model for the evaluation of IVD reparative procedures. Furthermore, the resident ovine IVD cell populations are similar to those seen in the human IVD, with a disappearance of notochordal cells occurring in adolescence. This is not the case in many other popular animal (murine, rat, porcine, lapine, and non-chondrodystrophic canine) models of IVDD. The persistence of notochordal cells into adulthood in these breeds questions how translatable findings generated in these models are to the human IVD. The ovine model is thus relevant to the development of strategies exploring novel strategies in IVD repair and the recovery of normal IVD structure and function. Mesenchymal stem cells have impressive IVD repair and recovery of structure and function properties, showing promise in the treatment of the degenerate human IVD.

本文综述了Osti羊椎间盘(IVD)变性环形病变模型对阐明羊椎间盘(IVD)退行性改变的影响,也在人类椎间盘(IVD)变性(IVDD)中看到。在过去的35年里,由羊模型产生的退行性病理知识库为人类IVD中发生的退行性事件提供了宝贵的见解。IVDD导致的椎间盘旁结构、病变部位附近的椎体骨、软骨终板和脊柱运动节段小关节、纵向韧带和棘旁肌肉的变化也会影响脊柱的稳定性和柔韧性。所有这些脊柱结构都有丰富的神经支配,IVDD对其正常结构的干扰也有助于腰痛的产生。与人类IVDD一样,当羊IVD通过引入可控的环形病变而在机械上不稳定时,蛋白酶的释放会升高,结构性ECM成分会发生降解,从而导致IVDD和生物力学损伤。当填充空间的聚集蛋白在IVD中降解时,内部静水压力下降,IVD容易受到血管和机械敏感伤害感受器的生长影响,导致生物力学功能不佳的IVD产生的腰痛增加。因此,羊模型对于评估减缓IVDD的化合物或程序非常有用,在某些情况下,可以促进再生过程。绵羊IVD的大尺寸允许使用跨学科的纵向方法来分析与人类IVD相关的退化IVD的进行性变化。临床意义:绵羊IVDD环形病变模型与人类IVD退行性病变的病理特征相似,是评价IVD修复手术的合适模型。此外,常驻的绵羊IVD细胞群与在人类IVD中看到的相似,在青春期出现脊索细胞的消失。在许多其他流行的动物(小鼠、大鼠、猪、松鸡和非软骨营养不良犬)的IVDD模型中,情况并非如此。这些品种的脊索细胞在成年期的持续存在,质疑这些模型中产生的发现对人类IVD的可翻译性。因此,绵羊模型与探索IVD修复和恢复正常IVD结构和功能的新策略的发展有关。间充质干细胞具有令人印象深刻的IVD修复和恢复结构和功能特性,在治疗退行性人类IVD方面显示出前景。
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引用次数: 0
Beyond the Curve: The Muscle-Specific Asymmetries of Adolescent Idiopathic Scoliosis 曲线之外:青少年特发性脊柱侧凸的肌肉特异性不对称。
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-11-04 DOI: 10.1002/jsp2.70129
Phoebe Duncombe, Taylor Dick, Phoebe T. T. Ng, Maree T. Izatt, Robert D. Labrom, Kylie Tucker
<div> <section> <h3> Background</h3> <p>Adolescent idiopathic scoliosis (AIS) describes an asymmetrical formation of the spine that develops rapidly during adolescence. It is well known that the forces applied to bones, such as from paraspinal muscles, are substantial moderators of growth and adaptation. Despite the intimate relationship between the paraspinal muscles and the spine, very little is known about these muscles, particularly during adolescence when there is the greatest risk of the development and progression of AIS. Here, we aimed to quantify paraspinal muscle volume, intramuscular fat, and fat-free muscle asymmetry in female adolescents with AIS and a healthy adolescent control cohort.</p> </section> <section> <h3> Methods</h3> <p>Twenty-nine female adolescents with primary-right-thoracic scoliosis (range: Cobb angle mean [SD]: 39 [15]°; age mean [SD]: 13.8 [1.5] years) and 19 age-matched female control participants without scoliosis (age mean [SD]: 13.1 [1.8] years). Participants underwent T1-weighted and coronal mDixon magnetic resonance image scans. An Asymmetry<sub><i>index</i></sub> of muscle volume, intramuscular-fat, and fat-free muscle were determined for five paraspinal muscles across 11 vertebral levels (T4-L4/5) (Asymmetry<sub><i>index</i></sub> = Ln [right-side/left-side]).</p> </section> <section> <h3> Results</h3> <p>AIS participants have greater asymmetry in paraspinal muscle volume, intramuscular fat, and fat-free muscle compared to controls (<i>p</i> < 0.05, linear mixed effects analysis). Across numerous vertebral levels adjacent to the primary thoracic curve apex in AIS, multifidus volume and multifidus, longissimus, and spinalis intramuscular fat asymmetries were greater in AIS (13%–57% larger on the left side) than in the control group (1%–20%), <i>p</i> < 0.05. In the lumbar spine, multifidus volume and multifidus, longissimus, and psoas intramuscular fat were greater on the right side of the lumbar curve in AIS (18%–54%) than in controls (1%–14%), <i>p</i> < 0.05. Scoliosis curve severity was moderately correlated with asymmetries in muscle volume, intramuscular fat, and fat-free muscle (range: <i>R</i> = 0.40–0.64, <i>p</i> < 0.05).</p> </section> <section> <h3> Conclusions</h3> <p>These findings provide evidence that asymmetries in paraspinal muscle size and composition exist along the length of the scoliotic spine. The asymmetries are associated with curve severity; therefore, supporting the need to further consider muscle in the pathogenesis of AIS.</p> </section> </div
背景:青少年特发性脊柱侧凸(AIS)描述了一种在青春期迅速发展的脊柱不对称形成。众所周知,施加在骨骼上的力,如来自棘旁肌肉的力,是生长和适应的重要调节因子。尽管棘旁肌和脊柱之间有密切的关系,但对这些肌肉知之甚少,特别是在AIS发展和进展的风险最大的青少年时期。在这里,我们旨在量化患有AIS的女性青少年和健康青少年对照队列的棘旁肌肉体积、肌内脂肪和无脂肪肌肉不对称。方法:29名患有原发性右胸侧凸的女性青少年(范围:Cobb角平均值[SD]: 39[15]°;年龄平均值[SD]: 13.8[1.5]岁)和19名年龄匹配的无侧凸的女性对照组(年龄平均值[SD]: 13.1[1.8]岁)。参与者接受了t1加权和冠状mDixon磁共振成像扫描。测定横跨11个椎体节段(T4-L4/5)的5块棘旁肌的肌肉体积、肌内脂肪和无脂肪肌肉的不对称指数(不对称指数= Ln[右侧/左侧])。结果:与对照组相比,AIS参与者在棘旁肌肉体积、肌内脂肪和无脂肪肌肉方面具有更大的不对称性(p p p R = 0.40-0.64, p)。结论:这些发现提供了证据,表明沿脊柱侧凸长度存在棘旁肌肉大小和组成的不对称性。不对称性与曲线的严重程度有关;因此,支持在AIS发病机制中进一步考虑肌肉的必要性。
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引用次数: 0
Correction to “Patient-Reported Outcomes Among an Observational Cohort of Individuals With Chronic Low Back Pain” 更正“慢性腰痛患者报告的观察性队列结果”。
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-27 DOI: 10.1002/jsp2.70132

C. M. Greco, N. E. Dodds, A. M. Acevedo, et al., “Patient-Reported Outcomes Among an Observational Cohort of Individuals With Chronic Low Back Pain,” JOR Spine 8, no. 3 (2025): e70097, https://doi.org/10.1002/jsp2.70097.

The originally published Table 2 contains an error. The percentages within the “Risk stratification” row were incorrect. The corrected table is provided below.

An error occurred on page 7 in Section 4.2, “Pain-Related Psychosocial Factors”, sentences 6 and 7. The corrected text is as follows:

Participants endorsed a high level of ignoring or distracting from pain on the MAIA-2 Not-Distracting Scale. On the STarT Back screen, which combines problematic psychosocial factors with disability perceptions to yield a risk score for chronicity, 21 percent of participants were categorized as high risk.

We apologize for these errors.

[更正文章DOI: 10.1002/jsp2.70097.]。
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引用次数: 0
Lactate Metabolism in Intervertebral Disc Degeneration: Unveiling Novel Mechanisms Through Bioinformatics 椎间盘退变中的乳酸代谢:通过生物信息学揭示新的机制
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-20 DOI: 10.1002/jsp2.70126
Haiyan Sun, Mingwei He, Jinlei Pang, Xiangfei Guo, Yansong Huo, Jun Ma

Background

Intervertebral disc degeneration (IDD) is a widespread issue associated with chronic lumbar pain and disability. This study aimed to identify lactate metabolism-related genes in IDD and elucidate their mechanistic roles in disease progression.

Methods

IDD datasets were analyzed using R packages GEOquery, sva, and limma for data retrieval, batch correction, and normalization. Differential gene expression analysis identified significant genes between IDD and control groups, from which lactate metabolism-related differentially expressed genes (LMRDEGs) were derived. Relationships among the LMRDEGs were assessed using Spearman's correlation analysis, and functional enrichment was conducted using ClusterProfiler. Gene set enrichment analysis identified biological processes associated with IDD. Diagnostic models were assessed using receiver operating characteristic (ROC) curve. Immune cell infiltration and correlations with core genes were analyzed via the CIBERSORT algorithm. Regulatory networks were constructed, and reverse transcription quantitative polymerase chain reaction (RT-qPCR) was employed to validate the expression of hub LMRDEGs in IDD.

Results

A total of 1325 differentially expressed genes were identified, yielding seven LMRDEGs: TGFβ2, GSR, MB, MMP2, SLC16A7, PER2, and STAT3, which are enriched in blood circulation regulation and hypoxic response, as well as pathways like AGE–RAGE signaling in diabetic complications. ROC analysis indicated potential hub genes (MMP2, MB, TGFβ2, and PER2), while immune infiltration analysis uncovered significant variations in immune cell distribution. RT-qPCR confirmed MMP2, MB, and SLC16A7 as molecular indicators reflecting lactate metabolism abnormalities in IDD.

Conclusion

This study clarifies how lactate metabolism contributes to IDD through molecular mechanisms and its interplay with immunological features, providing a theoretical basis for understanding the early pathogenesis of IDD.

背景椎间盘退变(IDD)是一种与慢性腰痛和残疾相关的普遍问题。本研究旨在鉴定IDD中乳酸代谢相关基因,并阐明其在疾病进展中的机制作用。方法采用GEOquery、sva和limma等R软件包对IDD数据集进行检索、批量校正和归一化处理。差异基因表达分析发现了IDD组与对照组之间的显著基因,由此衍生出乳酸代谢相关差异表达基因(LMRDEGs)。使用Spearman相关分析评估lmrdeg之间的关系,并使用ClusterProfiler进行功能富集。基因集富集分析确定了与IDD相关的生物过程。采用受试者工作特征(ROC)曲线对诊断模型进行评估。通过CIBERSORT算法分析免疫细胞浸润及其与核心基因的相关性。构建调控网络,利用逆转录定量聚合酶链反应(RT-qPCR)验证hub LMRDEGs在IDD中的表达。结果共鉴定出1325个差异表达基因,得到tgf - β2、GSR、MB、MMP2、SLC16A7、PER2和STAT3 7个lmrdeg,这些基因丰富于糖尿病并发症的血液循环调节和缺氧反应,以及AGE-RAGE信号通路。ROC分析发现了潜在的枢纽基因(MMP2、MB、tgf - β2和PER2),而免疫浸润分析发现了免疫细胞分布的显著变化。RT-qPCR证实MMP2、MB、SLC16A7是反映IDD乳酸代谢异常的分子指标。结论本研究阐明了乳酸代谢对IDD的分子机制及其与免疫特性的相互作用,为了解IDD的早期发病机制提供了理论基础。
{"title":"Lactate Metabolism in Intervertebral Disc Degeneration: Unveiling Novel Mechanisms Through Bioinformatics","authors":"Haiyan Sun,&nbsp;Mingwei He,&nbsp;Jinlei Pang,&nbsp;Xiangfei Guo,&nbsp;Yansong Huo,&nbsp;Jun Ma","doi":"10.1002/jsp2.70126","DOIUrl":"https://doi.org/10.1002/jsp2.70126","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Intervertebral disc degeneration (IDD) is a widespread issue associated with chronic lumbar pain and disability. This study aimed to identify lactate metabolism-related genes in IDD and elucidate their mechanistic roles in disease progression.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>IDD datasets were analyzed using R packages GEOquery, sva, and limma for data retrieval, batch correction, and normalization. Differential gene expression analysis identified significant genes between IDD and control groups, from which lactate metabolism-related differentially expressed genes (LMRDEGs) were derived. Relationships among the LMRDEGs were assessed using Spearman's correlation analysis, and functional enrichment was conducted using ClusterProfiler. Gene set enrichment analysis identified biological processes associated with IDD. Diagnostic models were assessed using receiver operating characteristic (ROC) curve. Immune cell infiltration and correlations with core genes were analyzed via the CIBERSORT algorithm. Regulatory networks were constructed, and reverse transcription quantitative polymerase chain reaction (RT-qPCR) was employed to validate the expression of hub LMRDEGs in IDD.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>A total of 1325 differentially expressed genes were identified, yielding seven LMRDEGs: <i>TGFβ2</i>, <i>GSR</i>, <i>MB</i>, <i>MMP2</i>, <i>SLC16A7</i>, <i>PER2</i>, and <i>STAT3</i>, which are enriched in blood circulation regulation and hypoxic response, as well as pathways like AGE–RAGE signaling in diabetic complications. ROC analysis indicated potential hub genes (<i>MMP2, MB, TGFβ2</i>, and <i>PER2</i>), while immune infiltration analysis uncovered significant variations in immune cell distribution. RT-qPCR confirmed <i>MMP2</i>, <i>MB</i>, and <i>SLC16A7</i> as molecular indicators reflecting lactate metabolism abnormalities in IDD.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>This study clarifies how lactate metabolism contributes to IDD through molecular mechanisms and its interplay with immunological features, providing a theoretical basis for understanding the early pathogenesis of IDD.</p>\u0000 </section>\u0000 </div>","PeriodicalId":14876,"journal":{"name":"JOR Spine","volume":"8 4","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsp2.70126","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145317786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Injury Induces More Severe Biomechanical Changes in Middle-Aged and Geriatric Lumbar Spines in a Mouse Ex Vivo Model 在小鼠离体模型中,损伤引起中老年腰椎更严重的生物力学变化
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-19 DOI: 10.1002/jsp2.70127
Neharika Bhadouria, Justin Tiao, Angelica Baburova, Charu Jain, Bowen Wang, Antonia Demopoulos, Philip Nasser, Andrew P. Hallmark, Veeraj Shah, Jennifer R. Weiser, Deepak Vashishth, Chitra L. Dahia, Yunsoo Lee, Andrew C. Hecht, James C. Iatridis

Background

Intervertebral disc degeneration (IVDD) is a major cause of global disability that increases with age. IVD age may affect its injury susceptibility, yet few studies examine spine biomechanical changes with age, fewer address multiple injury types, and none investigate the interplay between age and injury.

Methods

An ex vivo mouse lumbar spine biomechanical study to determine the effects of age, injury, and their interaction. IVDs of 4, 12, and 24 months' mice were subjected to two injury types: Full disc puncture (DP) mimicking advanced IVDD and annulus fibrosus and endplate (AF + EP) injury simulating herniation with endplate junction failure. Spines were tested biomechanically, analyzed radiologically for IVD dimensions, and with FTIR and histology for biochemical content.

Results

Both age and injury significantly altered biomechanical properties of IVDs. Injury had a greater effect than age, and DP caused larger changes than AF + EP injury. Injury and age exhibited an interactive effect, resulting in more pronounced biomechanical dysfunction in middle-aged (12 months) and geriatric IVDs (24 months), likely due to age-related loss of proteoglycans and collagen denaturation shown with FTIR and histology.

Conclusions

We conclude that both age and injury independently and synergistically affect ex vivo biomechanical properties of mouse lumbar spine. The more severe biomechanical change in middle-aged and geriatric mouse lumbar spines suggests similar injuries may cause greater spinal dysfunction in individuals of comparable ages. These findings provide context for future in vivo studies investigating long-term effects of acute spine injuries.

背景椎间盘退变(IVDD)是全球致残的主要原因,且随年龄增长而增加。IVD年龄可能会影响其损伤易感性,但很少有研究研究脊柱随年龄的生物力学变化,较少研究多种损伤类型,也没有研究年龄与损伤之间的相互作用。方法采用离体小鼠腰椎生物力学研究,探讨年龄、损伤及其相互作用对腰椎损伤的影响。4个月、12个月和24个月的IVDs小鼠分别遭受两种损伤类型:模拟晚期IVDD的全椎间盘穿刺(DP)和模拟终末板连接失败的纤维环和终板(AF + EP)损伤。脊柱进行生物力学测试,放射学分析IVD尺寸,FTIR和组织学分析生化含量。结果年龄和损伤对ivd的生物力学性能均有显著影响。损伤的影响大于年龄,DP损伤引起的变化大于AF + EP损伤。损伤和年龄表现出相互作用,导致中年ivd(12个月)和老年ivd(24个月)更明显的生物力学功能障碍,可能是由于FTIR和组织学显示的与年龄相关的蛋白聚糖和胶原变性损失。结论年龄和损伤对小鼠腰椎的体外生物力学性能有独立和协同的影响。中老年小鼠腰椎更严重的生物力学变化表明,类似的损伤可能会导致相当年龄的个体更严重的脊柱功能障碍。这些发现为未来研究急性脊柱损伤的长期影响的体内研究提供了背景。
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引用次数: 0
Enzymatic Behavior of Condoliase in Porcine Nucleus Pulposus: Ex Vivo and In Vitro Assessment 慰问酶在猪髓核中的酶促行为:离体和体外评价
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-19 DOI: 10.1002/jsp2.70131
Ippei Watanabe, Ko Takeda, Taiichi Shirogane

Background

Condoliase is a treatment for lumbar disc herniation. This enzyme exerts its medicinal effects by digesting chondroitin sulfate (CS), which is abundant in the nucleus pulposus. However, the behavior of administered condoliase in the nucleus pulposus is not clear. Because the purpose of this study is to understand the mechanism of enzyme action, we evaluated the properties of condoliase in the nucleus pulposus.

Methods

The following were evaluated: (1) The diffusibility of fluorescein labeled condoliase injected into isolated porcine nucleus pulposus. (2) The time dependence of condoliase activity in porcine nucleus pulposus or CS solution. (3) The morphology of the enzyme-treated nucleus pulposus tissue was characterized using scanning electron microscopy.

Results

After injection into the nucleus pulposus, condoliase was difficult to diffuse spontaneously, and the rate of CS-disaccharides production was significantly increased up to a peak at 24 h and decreased thereafter. Not all of the CS in the nucleus pulposus was digested by condoliase. These results suggested that condoliase digested CS locally without causing its spontaneous diffusion within the nucleus pulposus. Moreover, condoliase did not digest the collagen fibers that form the supportive architecture of the nucleus pulposus.

Conclusions

We demonstrated that condoliase is retained in the nucleus pulposus and exerts its pharmacological effects by locally degrading CS without degrading collagen fibers. The results obtained in this study can be useful in predicting the mechanism of the pharmacological action of condoliase in clinical practice.

背景:吊顶酶是治疗腰椎间盘突出症的一种方法。该酶通过消化富含在髓核中的硫酸软骨素(CS)来发挥其药用作用。然而,在髓核内施用吊唁的行为尚不清楚。由于本研究的目的是了解酶的作用机制,我们评估了在髓核中吊唁酶的性质。方法:(1)观察荧光素标记吊唁酶在离体猪髓核内的扩散情况。(2)猪髓核或CS溶液中慰问酶活性的时间依赖性。(3)利用扫描电镜对酶处理后的髓核组织进行形态学表征。结果注射到髓核后,吊唁酶难以自发扩散,cs -二糖的产生率显著增加,24 h达到峰值,随后下降。并不是所有髓核内的CS都被哀悼消化。这些结果表明,吊唁酶在局部消化CS而不引起其在髓核内的自发扩散。此外,吊唁酶不能消化形成髓核支撑结构的胶原纤维。结论在髓核内保留了慰问酶,并通过局部降解CS而不降解胶原纤维发挥其药理作用。本研究结果可为临床预测吊唁菌的药理作用机制提供参考。
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引用次数: 0
Simulating Federated Learning to Enable Multi-Hospital Collaboration for Lumbopelvic Alignment Estimation 模拟联邦学习以实现多医院协作进行腰盆腔对齐估计
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-16 DOI: 10.1002/jsp2.70120
Andrea Cina, Miklovana Tuci, Ferran Pellisé, Caglar Yilgor, Ahmet Alanay, Javier Pizones, Frank Kleinstück, Ibrahim Obeid, Yann Philippe Charles, Sarah Richner-Wunderlin, Fabio Galbusera, Catherine R. Jutzeler, European Spine Study Group

Background

Accurate computation of radiological parameters related to spinal alignment is clinically crucial for diagnosing and managing conditions, such as adolescent idiopathic scoliosis and adult spinal deformities. Key parameters, including sacral slope, pelvic tilt, pelvic incidence, and lumbar lordosis, are required to assess lumbosacral alignment. Artificial Intelligence (AI) has demonstrated strong potential in automating these assessments, reducing clinician workload and improving consistency. However, AI models require large, diverse, high-quality datasets to perform reliably across different clinical settings. Privacy concerns and data ownership issues often hinder data sharing, limiting the creation of centralized datasets.

Methods

In this study, we demonstrate that federated learning (FL) enables the training of deep learning models across four hospitals without compromising patient privacy. In particular, we compared FL against a centralized approach, where data from all the hospitals are pooled together and a model is trained on them, and a local approach consisting of training individual models exclusively on data from each respective hospital, resulting in distinct hospital-specific models.

Results

FL achieved performance comparable to centralized training (errors ~5°), where data is pooled, and consistently outperformed models trained on data from individual hospitals, both in internal (~8°) and external (~10°) testing.

Conclusion

This work highlights FL as a viable solution for collaborative AI development in spinal imaging, facilitating the use of diverse, multi-institutional data while circumventing privacy barriers and complex data-sharing agreements. Additionally, FL demonstrates particular benefits for smaller hospitals, enabling them to achieve superior model performance by effectively leveraging data from hospitals with larger datasets.

背景:准确计算与脊柱对准相关的放射学参数对于诊断和治疗诸如青少年特发性脊柱侧凸和成人脊柱畸形等疾病具有重要的临床意义。关键参数,包括骶骨斜度,骨盆倾斜,骨盆发生率和腰椎前凸,需要评估腰骶骨对齐。人工智能(AI)在自动化这些评估、减少临床医生工作量和提高一致性方面已经显示出强大的潜力。然而,人工智能模型需要大量、多样化、高质量的数据集,才能在不同的临床环境中可靠地执行。隐私问题和数据所有权问题经常阻碍数据共享,限制了集中数据集的创建。在本研究中,我们证明了联邦学习(FL)能够在不损害患者隐私的情况下跨四家医院进行深度学习模型的训练。特别地,我们将FL与集中式方法进行了比较,集中式方法将来自所有医院的数据汇集在一起,并对其进行模型训练,而局部方法则只训练来自每个医院的数据的单个模型,从而产生不同的医院特定模型。结果FL达到了与集中训练(误差~5°)相当的性能,其中数据集中在一起,并且在内部(~8°)和外部(~10°)测试中始终优于单个医院数据训练的模型。这项工作强调FL是脊柱成像中协作AI开发的可行解决方案,促进了多样化、多机构数据的使用,同时规避了隐私障碍和复杂的数据共享协议。此外,FL还为小型医院提供了特别的好处,使他们能够通过有效地利用来自具有较大数据集的医院的数据来实现卓越的模型性能。
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引用次数: 0
Advancing Intervertebral Disc Biology via Omics: Implications for Nucleus Pulposus Progenitor Cell-Based Regeneration 通过组学推进椎间盘生物学:髓核祖细胞再生的意义
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-16 DOI: 10.1002/jsp2.70130
Anja Stirnimann, Leon Schlagenhof, Benjamin Gantenbein, Fabian Ille

Background

Intervertebral disc (IVD) degeneration (IDD) contributes to global disability and involves incompletely understood molecular processes. Recent advances in omics technologies help to unravel the complex biology of IDD and develop novel therapies.

Methods

This narrative review explores how omics approaches—particularly RNA sequencing—have advanced our understanding of IVD biology and how these findings contribute to leveraging the intrinsic regenerative potential of the IVD, with a specific focus on nucleus pulposus progenitor cells (NPPCs). Relevant literature addressing transcriptomic, genomic, proteomic, metabolomic, and epigenetic data, as well as emerging mult-iomics approaches, was summarized.

Results

Single-omics studies have provided insight into cellular heterogeneity, gene expression changes, genetic susceptibility loci, proteomic changes, metabolic alterations, and epigenetic regulation. Further, they have highlighted key pathways associated with extracellular matrix remodeling, inflammation, and progenitor cell depletion in IDD. Inconsistencies between TEK (the gene encoding TIE2) mRNA levels and TIE2 (Angiopoietin-1 receptor) protein expression, discussed in this review, emphasize the limitations of single-omics analyses and underscore the need for multi-omics studies, which are currently underrepresented in the field. By enabling a system-level understanding, multi-omics offers a comprehensive framework to decode the networks driving IDD and identify biomarkers and therapeutic targets to restore disc function and reduce pain.

Conclusions

Although NPPCs hold promise for IVD regeneration, translational challenges such as cell survival and efficacy persist. Omics-informed insights into the IVD microenvironment may support the development of combinatorial strategies, including co-delivery of modulators to enhance NPPC survival and the effectiveness of therapies.

背景:椎间盘退变(IDD)是导致全身性残疾的原因之一,涉及的分子过程尚不完全清楚。组学技术的最新进展有助于揭示IDD的复杂生物学并开发新的治疗方法。本文探讨了组学方法(特别是RNA测序)如何促进了我们对IVD生物学的理解,以及这些发现如何有助于利用IVD的内在再生潜力,并特别关注髓核祖细胞(NPPCs)。综述了转录组学、基因组学、蛋白质组学、代谢组学和表观遗传学数据以及新兴的多组学方法的相关文献。结果单组学研究提供了对细胞异质性、基因表达变化、遗传易感位点、蛋白质组学变化、代谢改变和表观遗传调控的深入了解。此外,他们还强调了IDD中与细胞外基质重塑、炎症和祖细胞消耗相关的关键途径。本文讨论了TEK(编码TIE2的基因)mRNA水平与TIE2(血管生成素-1受体)蛋白表达之间的不一致,强调了单组学分析的局限性,并强调了多组学研究的必要性,目前在该领域代表性不足。通过系统级的理解,多组学提供了一个全面的框架来解码驱动IDD的网络,识别生物标志物和治疗靶点,以恢复椎间盘功能和减轻疼痛。尽管NPPCs具有IVD再生的希望,但细胞存活和疗效等转化挑战仍然存在。组学对IVD微环境的洞察可能支持组合策略的发展,包括共同递送调节剂以提高NPPC的存活率和治疗的有效性。
{"title":"Advancing Intervertebral Disc Biology via Omics: Implications for Nucleus Pulposus Progenitor Cell-Based Regeneration","authors":"Anja Stirnimann,&nbsp;Leon Schlagenhof,&nbsp;Benjamin Gantenbein,&nbsp;Fabian Ille","doi":"10.1002/jsp2.70130","DOIUrl":"https://doi.org/10.1002/jsp2.70130","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Intervertebral disc (IVD) degeneration (IDD) contributes to global disability and involves incompletely understood molecular processes. Recent advances in omics technologies help to unravel the complex biology of IDD and develop novel therapies.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>This narrative review explores how omics approaches—particularly RNA sequencing—have advanced our understanding of IVD biology and how these findings contribute to leveraging the intrinsic regenerative potential of the IVD, with a specific focus on nucleus pulposus progenitor cells (NPPCs). Relevant literature addressing transcriptomic, genomic, proteomic, metabolomic, and epigenetic data, as well as emerging mult-iomics approaches, was summarized.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Single-omics studies have provided insight into cellular heterogeneity, gene expression changes, genetic susceptibility loci, proteomic changes, metabolic alterations, and epigenetic regulation. Further, they have highlighted key pathways associated with extracellular matrix remodeling, inflammation, and progenitor cell depletion in IDD. Inconsistencies between <i>TEK</i> (the gene encoding TIE2) mRNA levels and TIE2 (Angiopoietin-1 receptor) protein expression, discussed in this review, emphasize the limitations of single-omics analyses and underscore the need for multi-omics studies, which are currently underrepresented in the field. By enabling a system-level understanding, multi-omics offers a comprehensive framework to decode the networks driving IDD and identify biomarkers and therapeutic targets to restore disc function and reduce pain.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Although NPPCs hold promise for IVD regeneration, translational challenges such as cell survival and efficacy persist. Omics-informed insights into the IVD microenvironment may support the development of combinatorial strategies, including co-delivery of modulators to enhance NPPC survival and the effectiveness of therapies.</p>\u0000 </section>\u0000 </div>","PeriodicalId":14876,"journal":{"name":"JOR Spine","volume":"8 4","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsp2.70130","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145317088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reduced Shear Modulus and Altered Lamellar Morphology of the Outer Annulus Fibrosus in Painful Intervertebral Disc Degeneration Compared With Tissue From Non-Surgical Controls 与非手术对照组相比,疼痛性椎间盘退变患者纤维外环剪切模量降低和板层形态改变。
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-08 DOI: 10.1002/jsp2.70123
Taylor J. Bader, Manmeet Dhiman, Lucas Lo Vercio, Jacques Bouchard, Fred Nicholls, Nathan Evaniew, Bradley Jacobs, Kenneth C. Thomas, Paul Salo, David A. Hart, Neil A. Duncan, Ganesh Swamy

Background

Stability of the spine and intervertebral disc (IVD) integrity is enabled by the highly organized fibrocartilaginous annulus fibrosus (AF). The shear properties of the AF are important in maintaining IVD integrity. AF shear mechanics in degenerative disc (DD) remain underexplored, especially in comparing minimally degenerative (non-DD) and symptomatic DD individuals. This study measured tissue mechanical properties (AF simple shear modulus and dynamic shear properties) and examined structure (with optical coherence tomography (OCT)) in surgical DD and non-DD control individuals.

Methods

Whole AF tissue samples were collected from non-DD donors (N = 13) and DD surgical individuals (N = 30). Two anterior outer AF (OAF) 5 mm cubes were sectioned from each sample and subjected to shear in two orientations, radial (coronal plane, G1) and circumferential (sagittal plane, G2). Tissues underwent static shear and dynamic shear protocols to a maximum of 10% shear strain. Following mechanical tests, average lamellar thickness was assessed using OCT.

Results

Static shear moduli were significantly reduced for DD tissue compared to non-DD in both the radial (G1) (non-DD: 83.0 ± 41.3 kPa, DD: 24.1 ± 23.7 kPa) and the circumferential (G2) (non-DD: 226.2 ± 81.9 kPa, DD: 54.0 ± 40.2 kPa) orientations (p < 0.05). Further dynamic mechanical alterations were detected in hysteresis, phase shift, and dynamic modulus. Shear moduli correlated negatively with lamellar thickness (G1: rs = −0.63, G2: rs = −0.71).

Conclusions

There were significant alterations in AF shear moduli and dynamic properties in DD individuals when compared to non-DD controls. Structural correlations highlight the role of the highly organized AF lamellar structure on shear modulus values. These findings suggest that altered AF mechanics may contribute to DD pathology and associated low back pain, warranting further investigation into structural and functional AF changes in symptomatic individuals.

背景:脊柱和椎间盘(IVD)完整性的稳定性是由高度组织化的纤维软骨环(AF)实现的。AF的剪切特性对于维持IVD的完整性非常重要。AF剪切力学在退行性椎间盘(DD)中仍未被充分研究,特别是在比较轻度退行性椎间盘(非DD)和有症状的DD个体时。本研究测量了手术DD和非DD对照个体的组织力学特性(AF简单剪切模量和动态剪切特性)并检查了组织结构(光学相干断层扫描(OCT))。方法:从非DD供体(N = 13)和DD手术个体(N = 30)中采集AF全组织样本。从每个样品上切下两个前外侧AF (OAF) 5 mm立方体,并在两个方向上进行剪切,径向(冠状面,G1)和周向(矢状面,G2)。组织进行静态剪切和动态剪切,最大剪切应变为10%。结果:与非DD组织相比,DD组织在径向(G1)(非DD: 83.0±41.3 kPa, DD: 24.1±23.7 kPa)和周向(G2)(非DD: 226.2±81.9 kPa, DD: 54.0±40.2 kPa)方向上的静态剪切模量显著降低(p s = -0.63, G2: rs = -0.71)。结论:与非DD对照组相比,DD个体AF剪切模量和动态特性有显著改变。结构相关性强调了高度组织化的AF层状结构对剪切模量值的作用。这些发现表明,房颤机制的改变可能导致DD病理和相关的腰痛,需要进一步研究有症状个体的房颤结构和功能变化。
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引用次数: 0
High-Resolution 3-Dimensional Micro-CT Imaging of Intervertebral Discs Using a Novel Contrast Agent 使用新型造影剂的高分辨率三维显微ct椎间盘成像。
IF 3.9 3区 医学 Q1 ORTHOPEDICS Pub Date : 2025-10-07 DOI: 10.1002/jsp2.70125
Madison M. Buckles, Abdulkadir Nur, Nada H. Warda, Jacob C. Moncher, Mohammad Yunus Ansari

Background

The nucleus pulposus (NP) in the intervertebral disc (IVD) is the first structure to exhibit degenerative changes during IVD degeneration (IDD). Currently, micro-computed tomography (micro-CT) imaging of the NP is a limiting factor in detecting IDD at an early stage. While contrast-enhanced micro-CT has been investigated, an effective contrast agent for IVD has not been identified. This study investigates potassium iodide (KI) as an effective contrast agent for micro-CT-based IVD visualization across multiple animal models to study IDD.

Methods

We collected tails and spines from mice, rats, rabbits, sheep, and stained them with KI followed by micro-CT imaging. For IDD, we performed caudal annular needle puncture surgery (NPS) in age and sex-matched mice (n = 10) and stained with KI for imaging with micro-CT. For the aging model, we compared IVDs from old to young mice.

Results

Compared to unstained IVDs, KI effectively stained and visualized the 3D structure of the NP, exhibiting X-ray attenuation properties comparable to bone. KI contrast staining enabled accurate and reproducible quantification of IVD height and NP volume. The cross-sectional micro-CT images of NPS IVDs were indistinguishable from the histological findings of the same sample and showed similar degenerative changes in the NP. We also found that KI staining is reversible, and the tissue remains compatible with downstream histological processing and immunostaining. Notably, KI successfully stained the NP in decalcified tissue, offering an advantage for NP analysis by removing bone background in micro-CT scans. Additionally, we estimated that up to 15 sagittal sections, each 5 μm thick with 75 μm spacing, would be needed to fully assess IVD degeneration in mice.

Conclusions

This study demonstrated that KI can be used to positively stain NP in the intact tail or spine and provide qualitative and quantitative data without any adverse effects on the immune/histological processing of the samples.

背景:椎间盘(IVD)的髓核(NP)是椎间盘退变(IDD)中第一个表现退行性改变的结构。目前,NP的微计算机断层扫描(micro-CT)成像是早期发现IDD的一个限制因素。虽然对比增强微ct已经被研究过,但一种有效的IVD对比剂尚未被确定。本研究将碘化钾(KI)作为一种有效的造影剂,用于多种动物模型的基于微ct的IVD可视化,以研究IDD。方法:采集小鼠、大鼠、兔、羊的尾巴和脊柱,KI染色,显微ct成像。对于IDD,我们对年龄和性别匹配的小鼠(n = 10)进行了尾侧环针穿刺手术(NPS),并进行KI染色进行微ct成像。对于衰老模型,我们比较了老年小鼠和年轻小鼠的ivd。结果:与未染色的ivd相比,KI有效地染色并显示了NP的三维结构,表现出与骨相当的x射线衰减特性。KI对比染色能够准确和可重复地定量IVD高度和NP体积。NPS ivd的显微ct横截面图像与同一样本的组织学表现难以区分,并且在NP中表现出相似的退行性改变。我们还发现KI染色是可逆的,并且组织与下游组织学处理和免疫染色保持兼容。值得注意的是,KI成功地染色了脱钙组织中的NP,通过去除微ct扫描中的骨背景,为NP分析提供了优势。此外,我们估计需要多达15个矢状面切片,每个5 μm厚,间距75 μm,以充分评估小鼠的IVD变性。结论:本研究表明,KI可用于完整尾部或脊柱的NP阳性染色,提供定性和定量数据,且对样品的免疫/组织学处理无不良影响。
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引用次数: 0
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