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Effects of circulating inflammatory proteins on spinal degenerative diseases: Evidence from genetic correlations and Mendelian randomization study 循环炎症蛋白对脊柱退行性疾病的影响:遗传相关性和孟德尔随机研究的证据。
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-06-17 DOI: 10.1002/jsp2.1346
Qingcong Zheng, Rongjie Lin, Du Wang, Chunfu Zheng, Weihong Xu

Background

Numerous investigations have suggested links between circulating inflammatory proteins (CIPs) and spinal degenerative diseases (SDDs), but causality has not been proven. This study used Mendelian randomization (MR) to investigate the causal associations between 91 CIPs and cervical spondylosis (CS), prolapsed disc/slipped disc (PD/SD), spinal canal stenosis (SCS), and spondylolisthesis/spondylolysis.

Methods

Genetic variants data for CIPs and SDDs were obtained from the genome-wide association studies (GWAS) database. We used inverse variance weighted (IVW) as the primary method, analyzing the validity and robustness of the results through pleiotropy and heterogeneity tests and performing reverse MR analysis to test for reverse causality.

Results

The IVW results with Bonferroni correction indicated that beta-nerve growth factor (β-NGF), C-X-C motif chemokine 6 (CXCL6), and interleukin-6 (IL-6) can increase the risk of CS. Fibroblast growth factor 19 (FGF19), sulfotransferase 1A1 (SULT1A1), and tumor necrosis factor-beta (TNF-β) can increase PD/SD risk, whereas urokinase-type plasminogen activator (u-PA) can decrease the risk of PD/SD. FGF19 and TNF can increase SCS risk. STAM binding protein (STAMBP) and T-cell surface glycoprotein CD6 isoform (CD6 isoform) can increase the risk of spondylolisthesis/spondylolysis, whereas monocyte chemoattractant protein 2 (MCP2) and latency-associated peptide transforming growth factor beta 1 (LAP-TGF-β1) can decrease spondylolisthesis/spondylolysis risk.

Conclusions

MR analysis indicated the causal associations between multiple genetically predicted CIPs and the risk of four SDDs (CS, PD/SD, SCS, and spondylolisthesis/spondylolysis). This study provides reliable genetic evidence for in-depth exploration of the involvement of CIPs in the pathogenic mechanism of SDDs and provides novel potential targets for SDDs.

背景:大量研究表明,循环炎症蛋白(CIPs)与脊柱退行性疾病(SDDs)之间存在联系,但因果关系尚未得到证实。本研究采用孟德尔随机法(MR)调查了91种CIPs与颈椎病(CS)、椎间盘突出/椎间盘脱出(PD/SD)、椎管狭窄(SCS)和脊椎滑脱症/脊椎溶解症之间的因果关系:CIPs 和 SDDs 的遗传变异数据来自全基因组关联研究(GWAS)数据库。我们以反向方差加权(IVW)为主要方法,通过多向性和异质性检验分析结果的有效性和稳健性,并进行反向MR分析以检验反向因果关系:经 Bonferroni 校正的 IVW 结果表明,β-神经生长因子(β-NGF)、C-X-C 矩阵趋化因子 6(CXCL6)和白细胞介素 6(IL-6)可增加 CS 风险。成纤维细胞生长因子 19(FGF19)、磺基转移酶 1A1(SULT1A1)和肿瘤坏死因子-β(TNF-β)可增加 PD/SD 风险,而尿激酶型纤溶酶原激活剂(u-PA)可降低 PD/SD 风险。FGF19和TNF可增加SCS风险。STAM结合蛋白(STAMBP)和T细胞表面糖蛋白CD6同工酶(CD6同工酶)可增加脊柱骨化/椎体溶解风险,而单核细胞趋化蛋白2(MCP2)和潜伏相关肽转化生长因子β1(LAP-TGF-β1)可降低脊柱骨化/椎体溶解风险:磁共振分析表明,多种基因预测的 CIP 与四种 SDD(CS、PD/SD、SCS 和脊柱滑脱症/椎体溶解症)风险之间存在因果关系。这项研究为深入探讨CIPs参与SDDs的致病机制提供了可靠的遗传学证据,并为SDDs提供了新的潜在靶点。
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引用次数: 0
A fully automatic MRI-guided decision support system for lumbar disc herniation using machine learning 利用机器学习的全自动腰椎间盘突出症 MRI 指导决策支持系统。
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-05-30 DOI: 10.1002/jsp2.1342
Di Zhang, Jiawei Du, Jiaxiao Shi, Yundong Zhang, Siyue Jia, Xingyu Liu, Yu Wu, Yicheng An, Shibo Zhu, Dayu Pan, Wei Zhang, Yiling Zhang, Shiqing Feng

Background

Normalized decision support system for lumbar disc herniation (LDH) will improve reproducibility compared with subjective clinical diagnosis and treatment. Magnetic resonance imaging (MRI) plays an essential role in the evaluation of LDH. This study aimed to develop an MRI-based decision support system for LDH, which evaluates lumbar discs in a reproducible, consistent, and reliable manner.

Methods

The research team proposed a system based on machine learning that was trained and tested by a large, manually labeled data set comprising 217 patients' MRI scans (3255 lumbar discs). The system analyzes the radiological features of identified discs to diagnose herniation and classifies discs by Pfirrmann grade and MSU classification. Based on the assessment, the system provides clinical advice.

Results

Eventually, the accuracy of the diagnosis process reached 95.83%. An 83.5% agreement was observed between the system's prediction and the ground-truth in the Pfirrmann grade. In the case of MSU classification, 95.0% precision was achieved. With the assistance of this system, the accuracy, interpretation efficiency and interrater agreement among surgeons were improved substantially.

Conclusion

This system showed considerable accuracy and efficiency, and therefore could serve as an objective reference for the diagnosis and treatment procedure in clinical practice.

背景:与主观临床诊断和治疗相比,腰椎间盘突出症(LDH)的规范化决策支持系统将提高可重复性。磁共振成像(MRI)在腰椎间盘突出症的评估中起着至关重要的作用。本研究旨在开发一种基于磁共振成像的 LDH 决策支持系统,该系统能以可重复、一致和可靠的方式评估腰椎间盘:研究小组提出了一种基于机器学习的系统,该系统由一个人工标注的大型数据集进行训练和测试,该数据集由 217 名患者的 MRI 扫描(3255 个腰椎间盘)组成。该系统通过分析已识别椎间盘的放射学特征来诊断椎间盘突出症,并根据 Pfirrmann 等级和 MSU 分类对椎间盘进行分类。根据评估结果,系统提供临床建议:结果:诊断过程的准确率最终达到 95.83%。在 Pfirrmann 等级方面,系统预测与地面实况的一致性达到 83.5%。在 MSU 分级方面,精确度达到了 95.0%。在该系统的帮助下,外科医生的准确性、解释效率和医生间的一致性都得到了大幅提高:结论:该系统显示出相当高的准确性和效率,因此可作为临床实践中诊断和治疗程序的客观参考。
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引用次数: 0
Kinematics, kinetics, and new insights from a contemporary analysis of the first experiments to produce cervical facet dislocations in the laboratory 运动学、动力学以及对首次在实验室中产生颈椎面脱位的实验进行当代分析后得出的新见解
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-05-27 DOI: 10.1002/jsp2.1336
Ryan D. Quarrington, Robert Bauze, Claire F. Jones

Background

The first experimental study to produce cervical facet dislocation (CFD) in cadaver specimens captured the vertebral motions and axial forces that are important for understanding the injury mechanics. However, these data were not reported in the original manuscript, nor been presented in the limited subsequent studies of experimental CFD. Therefore, the aim of this study was to re-examine the analog data from the first experimental study to determine the local and global spinal motions, and applied axial force, at and preceding CFD.

Methods

In the original study, quasistatic axial loading was applied to 14 cervical spines by compressing them between two metal plates. Specimens were fixed caudally via a steel spindle positioned within the spinal canal and a bone pin through the inferior-most vertebral body. Global rotation of the occiput was restricted but its anterior translation was unconstrained. The instant of CFD was identified on sagittal cineradiograph films (N = 10), from which global and intervertebral kinematics were also calculated. Corresponding axial force data (N = 6) were extracted, and peak force and force at the instant of injury were determined.

Results

CFD occurred in eight specimens, with an intervertebral flexion angle of 34.8 ± 5.6 degrees, and a 3.1 ± 1.9 mm increase in anterior translation, at the injured level. For seven specimens, CFD was produced at the level of transition from upper neck lordosis to lower neck kyphosis. Five specimens with force data underwent CFD at 545 ± 147 N, preceded by a peak axial force (755 ± 233 N) that appeared to coincide with either fracture or soft tissue failure.

Conclusions

Re-examining this rich dataset has provided quantitative evidence that small axial compression forces, combined with anterior eccentricity and upper neck extension, can cause flexion and shear in the lower neck, leading to soft tissue rupture and CFD.

背景 首次在尸体标本中进行颈椎面脱位(CFD)的实验研究捕捉到了对了解损伤力学非常重要的椎体运动和轴向力。然而,这些数据并未在原稿中报告,也未在后续有限的 CFD 实验研究中呈现。因此,本研究旨在重新审查第一项实验研究中的模拟数据,以确定 CFD 时和之前的局部和整体脊柱运动以及施加的轴向力。 方法 在最初的研究中,通过将 14 根颈椎压缩在两块金属板之间,对其施加等静态轴向负荷。通过椎管内的钢轴和穿过最下椎体的骨针将标本固定在尾部。枕骨的整体旋转受到限制,但其前移不受任何限制。在矢状面放射摄影胶片上确定 CFD 的瞬间(N = 10),并从中计算出整体和椎体间的运动学数据。提取了相应的轴向力数据(N = 6),并确定了峰值力和损伤瞬间的力。 结果 8 个标本出现了 CFD,受伤水平的椎体间屈曲角度为 34.8 ± 5.6 度,前移增加了 3.1 ± 1.9 毫米。七个标本的 CFD 是在上颈椎前凸过渡到下颈椎后凸的水平制作的。五个有受力数据的标本在 545 ± 147 牛顿时进行了 CFD,在此之前的轴向力峰值(755 ± 233 牛顿)似乎与骨折或软组织破坏相吻合。 结论 对这一丰富数据集的重新研究提供了定量证据,证明较小的轴向压缩力加上前偏心和上颈部伸展,可导致下颈部弯曲和剪切,从而导致软组织断裂和 CFD。
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引用次数: 0
Why clinical trials in disc regeneration strive to achieve completion: Insights from publication status and funding sources 椎间盘再生临床试验为何难以完成?从发表情况和资金来源看问题
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-05-24 DOI: 10.1002/jsp2.1329
Luca Ambrosio, Giorgia Petrucci, Fabrizio Russo, Claudia Cicione, Rocco Papalia, Gianluca Vadalà, Vincenzo Denaro

Background

Chronic discogenic low back pain (LBP) poses a significant global burden, yet effective therapeutic interventions directly targeting the underlying degenerative process remain elusive. After demonstrating promising results in preclinical studies, intradiscal injection of cell-based treatments has been increasingly investigated in the clinical setting. However, most clinical trials failed to reach publication, with the few available reports showing only minor improvements. The aim of this study was to analyze the prospective clinical trials registered on ClinicalTrials.gov investigating cell therapies for LBP, with a specific emphasis on identifying critical obstacles hindering study completion, including trial design and funding sources.

Methods

A systematic search of prospective clinical trials investigating cell-based treatments for chronic LBP due to intervertebral disc degeneration was performed on ClinicalTrials.gov. Extracted data encompassed study design, recruitment, experimental treatment modalities, investigated outcomes, current status, completion date, publication status, and funding sources. Fisher's exact test assessed associations between categorical variables, while a multiple logistic regression model aimed to identify factors potentially linked to the publication status of the studies.

Results

Our search identified 26 clinical trials. Among these, only 7 (26.9%) were published, and none of the other studies marked as completed reported any results on ClinicalTrials.gov. Fifty percent of included trials were funded by universities, whereas the rest was sponsored by industry (38.5%) or private institutions (11.5%). Experimental treatments primarily involved cell-based or cell-derived products of varying sources and concentrations. Products containing carriers, such as hyaluronic acid or fibrin, were more frequently funded by industry and private organizations (p = 0.0112). No significant differences emerged when comparing published and nonpublished studies based on funding, as well as between publication status and other variables.

Conclusion

Most clinical trials exploring cell-based disc regenerative therapies for chronic LBP have never reached completion, with only a small fraction reporting preliminary data in publications.

背景 慢性椎间盘源性腰背痛(LBP)给全球带来了沉重负担,但直接针对潜在退行性病变过程的有效治疗干预措施却仍未见踪影。椎间盘内注射细胞疗法在临床前研究中取得了可喜的成果,因此越来越多的临床研究开始关注这种疗法。然而,大多数临床试验都未能发表,仅有的几份报告也只显示出轻微的改善。本研究的目的是分析在 ClinicalTrials.go 上注册的研究椎间盘突出症细胞疗法的前瞻性临床试验,重点是找出阻碍研究完成的关键因素,包括试验设计和资金来源。 方法 在ClinicalTrials.gov上对研究椎间盘退变引起的慢性枸杞痛的细胞疗法的前瞻性临床试验进行了系统检索。提取的数据包括研究设计、招募、实验治疗方式、调查结果、当前状态、完成日期、发表状态和资金来源。费雪精确检验评估了分类变量之间的关联,而多元逻辑回归模型则旨在确定与研究发表状态相关的潜在因素。 结果 我们的搜索发现了 26 项临床试验。其中只有 7 项(26.9%)已发表,其他标注为已完成的研究均未在 ClinicalTrials.gov 上报告任何结果。50%的纳入试验由大学资助,其余试验则由企业(38.5%)或私人机构(11.5%)赞助。实验治疗主要涉及不同来源和浓度的细胞或细胞衍生产品。含有载体(如透明质酸或纤维蛋白)的产品更多地由工业界和私人机构资助(p = 0.0112)。比较已发表和未发表研究的资金情况,以及发表情况和其他变量之间的差异并不明显。 结论 大多数探索基于细胞的椎间盘再生疗法治疗慢性腰椎间盘突出症的临床试验从未完成,只有一小部分在出版物中报告了初步数据。
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引用次数: 0
Nucleus pulposus structure and function assessed in shear using magnetic resonance elastography, quantitative MRI, and rheometry 利用磁共振弹性成像、定量磁共振成像和流变仪评估剪切力作用下的髓核结构和功能
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-05-13 DOI: 10.1002/jsp2.1335
Megan Co, Brian Raterman, Brett Klamer, Arunark Kolipaka, Benjamin Walter

Background

In vivo quantification of the structure–function relationship of the intervertebral disc (IVD) via quantitative MRI has the potential to aid objective stratification of disease and evaluation of restorative therapies. Magnetic resonance elastography (MRE) is an imaging technique that assesses tissue shear properties and combined with quantitative MRI metrics reflective of composition can inform structure–function of the IVD. The objectives of this study were to (1) compare MRE- and rheometry-derived shear modulus in agarose gels and nucleus pulposus (NP) tissue and (2) correlate MRE and rheological measures of NP tissue with composition and quantitative MRI.

Method

MRE and MRI assessment (i.e., T1ρ and T2 mapping) of agarose samples (2%, 3%, and 4% (w/v); n = 3–4/%) and of bovine caudal IVDs after equilibrium dialysis in 5% or 25% PEG (n = 13/PEG%) was conducted. Subsequently, agarose and NP tissue underwent torsional mechanical testing consisting of a frequency sweep from 1 to 100 Hz at a rotational strain of 0.05%. NP tissue was additionally evaluated under creep and stress relaxation conditions. Linear mixed-effects models and univariate regression analyses evaluated the effects of testing method, %agarose or %PEG, and frequency, as well as correlations between parameters.

Results

MRE- and rheometry-derived shear moduli were greater at 100 Hz than at 80 Hz in all agarose and NP tissue samples. Additionally, all samples with lower water content had higher complex shear moduli. There was a significant correlation between MRE- and rheometry-derived modulus values for homogenous agarose samples. T1ρ and T2 relaxation times for agarose and tissue were negatively correlated with complex shear modulus derived from both techniques. For NP tissue, shear modulus was positively correlated with GAG/wet-weight and negatively correlated with %water content.

Conclusion

This work demonstrates that MRE can assess hydration-induced changes in IVD shear properties and further highlights the structure–function relationship between composition and shear mechanical behaviors of NP tissue.

背景 通过定量磁共振成像(MRI)对椎间盘(IVD)的结构-功能关系进行活体量化,有可能有助于对疾病进行客观分层和评估修复疗法。磁共振弹性成像(MRE)是一种评估组织剪切特性的成像技术,它与反映成分的定量 MRI 指标相结合,可为 IVD 的结构-功能提供信息。本研究的目的是:(1) 比较琼脂糖凝胶和髓核(NP)组织中的 MRE 和流变学衍生剪切模量;(2) 将 NP 组织的 MRE 和流变学测量与成分和定量 MRI 相关联。 方法 对琼脂糖样品(2%、3% 和 4% (w/v);n = 3-4/%)和在 5% 或 25% PEG(n = 13/PEG%)中平衡透析后的牛尾 IVD 进行 MRE 和 MRI 评估(即 T1ρ 和 T2 映像)。随后,对琼脂糖和 NP 组织进行了扭转机械测试,包括在 0.05% 的旋转应变下进行 1 到 100 Hz 的频率扫描。此外,还在蠕变和应力松弛条件下对 NP 组织进行了评估。线性混合效应模型和单变量回归分析评估了测试方法、琼脂糖或聚乙二醇百分比和频率的影响以及参数之间的相关性。 结果 在所有琼脂糖和 NP 组织样本中,MRE 和流变仪得出的剪切模量在 100 Hz 时均大于 80 Hz。此外,所有含水量较低的样本都具有较高的复合剪切模量。对于均质琼脂糖样品,MRE 和流变仪得出的模量值之间存在明显的相关性。琼脂糖和组织的 T1ρ 和 T2 松弛时间与这两种技术得出的复合剪切模量呈负相关。对于 NP 组织,剪切模量与凝胶体/湿重呈正相关,与含水率呈负相关。 结论 这项研究表明,MRE 可以评估水合引起的 IVD 剪切特性的变化,并进一步强调了 NP 组织的组成和剪切机械行为之间的结构-功能关系。
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引用次数: 0
Improving how orthopedic journals report research outcomes based on sex and gender 改进骨科期刊根据性别报告研究成果的方式
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-05-06 DOI: 10.1002/jsp2.1334
Seth S. Leopold, Robert N. Hensinger, Andrew J. Schoenfeld, Marc Swiontkowski, Michael J. Rossi, Kimberly J. Templeton, Sex and Gender Research in Orthopaedic Journals Group
<p>Sex-based differences in cell biology, tissue function, and anatomy impact disease risk, presentation, and treatment outcomes,<span><sup>1</sup></span> including in musculoskeletal care.<span><sup>2-4</sup></span> As such, these differences should influence how orthopedic surgeons and other healthcare professionals conduct research and provide care for patients who have musculoskeletal disease and injury. In addition, gender roles influence interactions with people who conduct research and healthcare professionals, as well as the likelihood that patients will seek care and how they will respond to treatment.<span><sup>1, 5, 6</sup></span></p><p>Musculoskeletal research, similar to research in other areas of healthcare, does not always disaggregate results based on a patient's sex or gender.<span><sup>7</sup></span> Although some orthopedic surgery journals have explicit editorial standards on the topic of sex and gender in scientific reporting, and although international entities have published sensible guidelines about it,<span><sup>8</sup></span> we have observed that these standards are inconsistently applied.<span><sup>7</sup></span></p><p>Inattention to high-quality standards of scientific reporting can harm patients.<span><sup>9, 10</sup></span> Women have been underrepresented in medical research,<span><sup>11</sup></span> and this trend continues to varying degrees even today, despite mandates to remedy this disparity, at least in federally funded research.<span><sup>12, 13</sup></span> However, these mandates include no guidance about how data should be analyzed or reported, thereby limiting the impact of including more women in clinical studies. The care of women has been substantially compromised as a result<span><sup>14-18</sup></span>; not getting this right has sometimes harmed men with certain diagnoses as well.<span><sup>19</sup></span> As such, it is no stretch to say that doing better research—and improving how that research is reported in journals—would benefit our patients regardless of their sex or gender.</p><p>With this background in mind, leaders of the editorial boards of six orthopedic journals, along with leaders of funding agencies, as well as National Institutes of Health officials, met in November 2023 to discuss these issues. Following that meeting, those editors reached out to the Editors-in-Chief of all indexed orthopedic surgery journals, seeking concurrence on a few key themes pertaining to the reporting of sex and gender in musculoskeletal research.</p><p>We hope that by sharing these resolutions with readers, many of whom are also researchers and representatives on institutional review boards, institutional animal care and use committees, and/or funding agencies and organizations, the orthopedic research of the future will be both better designed and better reported.</p><p>Funding for this conference was made possible (in part) by (1R13AR082710–01) from the National Institute of Arthritis and Musculoskeleta
细胞生物学、组织功能和解剖学方面的性别差异会影响疾病的风险、表现和治疗效果,1 包括肌肉骨骼方面的治疗效果。2-4 因此,这些差异会影响骨科医生和其他医疗保健专业人员如何开展研究以及如何为患有肌肉骨骼疾病和损伤的患者提供治疗。此外,性别角色还会影响与研究人员和医护人员之间的互动,以及患者寻求治疗的可能性和他们对治疗的反应。1, 5, 6 肌肉骨骼研究与其他医疗保健领域的研究类似,并不总是根据患者的性别对研究结果进行分类。9, 10 女性在医学研究中的代表性一直不足,11 而且这种趋势至今仍在不同程度上持续,尽管有规定要求弥补这种差距,至少在联邦政府资助的研究中是如此。12, 13 然而,这些规定并不包括关于如何分析或报告数据的指导,从而限制了将更多女性纳入临床研究的影响。有鉴于此,六家骨科期刊编辑部的领导、资助机构的领导以及美国国立卫生研究院的官员于 2023 年 11 月召开会议,讨论这些问题。我们希望,通过与读者分享这些决议,未来的骨科研究将得到更好的设计和更好的报告,而读者中的许多人也是研究人员以及机构审查委员会、机构动物护理和使用委员会和/或资助机构和组织的代表。临床骨科及相关研究》、《小儿骨科杂志》和《脊柱》主编;《关节镜》助理主编的所有 ICMJE 潜在利益冲突披露表:The Journal of Arthroscopic & Related Surgery》杂志的副主编、《JBJS Case Connector》杂志的副主编和《JBJS Case Connector》杂志的副主编的申请表已在各刊物存档,可应要求查看。骨与关节外科杂志》主编的 "潜在利益冲突披露表 "随文章在线版(http://links.lww.com/XXXXXXX)一起提供。会议书面材料或出版物以及演讲者和主持人所表达的观点不一定反映美国卫生与公众服务部的官方政策,提及的商品名称、商业行为或组织也不意味着美国政府的认可。
{"title":"Improving how orthopedic journals report research outcomes based on sex and gender","authors":"Seth S. Leopold,&nbsp;Robert N. Hensinger,&nbsp;Andrew J. Schoenfeld,&nbsp;Marc Swiontkowski,&nbsp;Michael J. Rossi,&nbsp;Kimberly J. Templeton,&nbsp;Sex and Gender Research in Orthopaedic Journals Group","doi":"10.1002/jsp2.1334","DOIUrl":"https://doi.org/10.1002/jsp2.1334","url":null,"abstract":"&lt;p&gt;Sex-based differences in cell biology, tissue function, and anatomy impact disease risk, presentation, and treatment outcomes,&lt;span&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt; including in musculoskeletal care.&lt;span&gt;&lt;sup&gt;2-4&lt;/sup&gt;&lt;/span&gt; As such, these differences should influence how orthopedic surgeons and other healthcare professionals conduct research and provide care for patients who have musculoskeletal disease and injury. In addition, gender roles influence interactions with people who conduct research and healthcare professionals, as well as the likelihood that patients will seek care and how they will respond to treatment.&lt;span&gt;&lt;sup&gt;1, 5, 6&lt;/sup&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;Musculoskeletal research, similar to research in other areas of healthcare, does not always disaggregate results based on a patient's sex or gender.&lt;span&gt;&lt;sup&gt;7&lt;/sup&gt;&lt;/span&gt; Although some orthopedic surgery journals have explicit editorial standards on the topic of sex and gender in scientific reporting, and although international entities have published sensible guidelines about it,&lt;span&gt;&lt;sup&gt;8&lt;/sup&gt;&lt;/span&gt; we have observed that these standards are inconsistently applied.&lt;span&gt;&lt;sup&gt;7&lt;/sup&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;Inattention to high-quality standards of scientific reporting can harm patients.&lt;span&gt;&lt;sup&gt;9, 10&lt;/sup&gt;&lt;/span&gt; Women have been underrepresented in medical research,&lt;span&gt;&lt;sup&gt;11&lt;/sup&gt;&lt;/span&gt; and this trend continues to varying degrees even today, despite mandates to remedy this disparity, at least in federally funded research.&lt;span&gt;&lt;sup&gt;12, 13&lt;/sup&gt;&lt;/span&gt; However, these mandates include no guidance about how data should be analyzed or reported, thereby limiting the impact of including more women in clinical studies. The care of women has been substantially compromised as a result&lt;span&gt;&lt;sup&gt;14-18&lt;/sup&gt;&lt;/span&gt;; not getting this right has sometimes harmed men with certain diagnoses as well.&lt;span&gt;&lt;sup&gt;19&lt;/sup&gt;&lt;/span&gt; As such, it is no stretch to say that doing better research—and improving how that research is reported in journals—would benefit our patients regardless of their sex or gender.&lt;/p&gt;&lt;p&gt;With this background in mind, leaders of the editorial boards of six orthopedic journals, along with leaders of funding agencies, as well as National Institutes of Health officials, met in November 2023 to discuss these issues. Following that meeting, those editors reached out to the Editors-in-Chief of all indexed orthopedic surgery journals, seeking concurrence on a few key themes pertaining to the reporting of sex and gender in musculoskeletal research.&lt;/p&gt;&lt;p&gt;We hope that by sharing these resolutions with readers, many of whom are also researchers and representatives on institutional review boards, institutional animal care and use committees, and/or funding agencies and organizations, the orthopedic research of the future will be both better designed and better reported.&lt;/p&gt;&lt;p&gt;Funding for this conference was made possible (in part) by (1R13AR082710–01) from the National Institute of Arthritis and Musculoskeleta","PeriodicalId":14876,"journal":{"name":"JOR Spine","volume":"7 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsp2.1334","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140844786","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
Automatic Lenke classification of adolescent idiopathic scoliosis with deep learning 利用深度学习对青少年特发性脊柱侧凸进行伦克自动分类
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-04-30 DOI: 10.1002/jsp2.1327
Baolin Zhang, Kanghao Chen, Haodong Yuan, Zhiheng Liao, Taifeng Zhou, Weiming Guo, Shen Zhao, Ruixuan Wang, Peiqiang Su

Purpose

The Lenke classification system is widely utilized as the preoperative evaluation protocol for adolescent idiopathic scoliosis (AIS). However, manual measurement is susceptible to observer-induced variability, which consequently impacts the evaluation of progression. The goal of this investigation was to develop an automated Lenke classification system utilizing innovative deep learning algorithms.

Methods

Using the database from the First Affiliated Hospital of Sun Yat-sen University, the whole spinal x-rays images were retrospectively collected. Specifically, images collection was divided into AIS and control group. The control group consisted of individuals who underwent routine health checks and did not have scoliosis. Afterwards, relative features of all images were annotated. Deep learning was implemented through the utilization of the key-point based detection method to realize the vertebral detection, and Cobb angle measurement and scoliosis classification were performed based on relevant standards. Besides, the segmentation method was employed to achieve the recognition of lumbar vertebral pedicle to determine the type of lumbar spine modifier. Finally, the model performance was further quantitatively analyzed.

Results

In the study, a total of 2082 spinal x-ray images were collected from 407 AIS patients and 227 individuals in the control group. The model for vertebral detection achieved an F1-score of 0.809 for curve type evaluation and an F1-score of 0.901 for thoracic sagittal profile. The intraclass correlation efficient (ICC) of the Cobb angle measurement was 0.925. In the analysis of performance for vertebra pedicle segmentation model, the F1-score of lumbar modification profile was 0.942, the intersection over union (IOU) of the target pixels was 0.827, and the Hausdorff distance (HD) was 6.565 ± 2.583 mm. Specifically, the F1-score for ultimate Lenke type classifier was 0.885.

Conclusions

This study has constructed an automated Lenke classification system by employing the deep learning networks to achieve the recognition pattern and feature extraction. Our models require further validation in additional cases in the future.

目的 Lenke分类系统被广泛用作青少年特发性脊柱侧凸(AIS)的术前评估方案。然而,人工测量容易受到观察者引起的变异的影响,从而影响对进展的评估。本研究的目标是利用创新的深度学习算法开发一种自动伦克分类系统。 方法 使用中山大学附属第一医院的数据库,回顾性地收集整个脊柱的 X 光图像。具体来说,图像收集分为 AIS 组和对照组。对照组由接受常规健康检查且没有脊柱侧弯的人组成。之后,对所有图像的相对特征进行注释。利用基于关键点的检测方法实现深度学习,从而实现脊椎检测,并根据相关标准进行 Cobb 角度测量和脊柱侧弯分类。此外,还采用分割方法实现了腰椎椎弓根的识别,以确定腰椎改建者的类型。最后,进一步对模型性能进行了定量分析。 结果 研究共收集了 407 名 AIS 患者和 227 名对照组患者的 2082 张脊柱 X 光图像。脊椎检测模型在曲线类型评估方面的 F1 分数为 0.809,在胸椎矢状剖面方面的 F1 分数为 0.901。Cobb角测量的类内相关效率(ICC)为0.925。在椎体椎弓根分割模型的性能分析中,腰椎修正剖面的 F1 分数为 0.942,目标像素的交点大于结合点(IOU)为 0.827,豪斯多夫距离(HD)为 6.565 ± 2.583 毫米。具体来说,终极伦克类型分类器的 F1 分数为 0.885。 结论 本研究通过采用深度学习网络来实现识别模式和特征提取,构建了一个自动化的伦克分类系统。我们的模型还需要在未来的更多案例中进一步验证。
{"title":"Automatic Lenke classification of adolescent idiopathic scoliosis with deep learning","authors":"Baolin Zhang,&nbsp;Kanghao Chen,&nbsp;Haodong Yuan,&nbsp;Zhiheng Liao,&nbsp;Taifeng Zhou,&nbsp;Weiming Guo,&nbsp;Shen Zhao,&nbsp;Ruixuan Wang,&nbsp;Peiqiang Su","doi":"10.1002/jsp2.1327","DOIUrl":"https://doi.org/10.1002/jsp2.1327","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Purpose</h3>\u0000 \u0000 <p>The Lenke classification system is widely utilized as the preoperative evaluation protocol for adolescent idiopathic scoliosis (AIS). However, manual measurement is susceptible to observer-induced variability, which consequently impacts the evaluation of progression. The goal of this investigation was to develop an automated Lenke classification system utilizing innovative deep learning algorithms.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Using the database from the First Affiliated Hospital of Sun Yat-sen University, the whole spinal x-rays images were retrospectively collected. Specifically, images collection was divided into AIS and control group. The control group consisted of individuals who underwent routine health checks and did not have scoliosis. Afterwards, relative features of all images were annotated. Deep learning was implemented through the utilization of the key-point based detection method to realize the vertebral detection, and Cobb angle measurement and scoliosis classification were performed based on relevant standards. Besides, the segmentation method was employed to achieve the recognition of lumbar vertebral pedicle to determine the type of lumbar spine modifier. Finally, the model performance was further quantitatively analyzed.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>In the study, a total of 2082 spinal x-ray images were collected from 407 AIS patients and 227 individuals in the control group. The model for vertebral detection achieved an F1-score of 0.809 for curve type evaluation and an F1-score of 0.901 for thoracic sagittal profile. The intraclass correlation efficient (ICC) of the Cobb angle measurement was 0.925. In the analysis of performance for vertebra pedicle segmentation model, the F1-score of lumbar modification profile was 0.942, the intersection over union (IOU) of the target pixels was 0.827, and the Hausdorff distance (HD) was 6.565 ± 2.583 mm. Specifically, the F1-score for ultimate Lenke type classifier was 0.885.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>This study has constructed an automated Lenke classification system by employing the deep learning networks to achieve the recognition pattern and feature extraction. Our models require further validation in additional cases in the future.</p>\u0000 </section>\u0000 </div>","PeriodicalId":14876,"journal":{"name":"JOR Spine","volume":"7 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsp2.1327","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140814269","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
Can axial loading restore in vivo disc geometry, opening pressure, and T2 relaxation time? 轴向加载能否恢复体内椎间盘的几何形状、开放压力和T2弛豫时间?
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-04-25 DOI: 10.1002/jsp2.1322
Harrah R. Newman, Axel C. Moore, Kyle D. Meadows, Rachel L. Hilliard, Madeline S. Boyes, Edward J. Vresilovic, Thomas P. Schaer, Dawn M. Elliott

Background

Cadaveric intervertebral discs are often studied for a variety of research questions, and outcomes are interpreted in the in vivo context. Unfortunately, the cadaveric disc does not inherently represent the LIVE condition, such that the disc structure (geometry), composition (T2 relaxation time), and mechanical function (opening pressure, OP) measured in the cadaver do not necessarily represent the in vivo disc.

Methods

We conducted serial evaluations in the Yucatan minipig of disc geometry, T2 relaxation time, and OP to quantify the changes that occur with progressive dissection and used axial loading to restore the in vivo condition.

Results

We found no difference in any parameter from LIVE to TORSO; thus, within 2 h of sacrifice, the TORSO disc can represent the LIVE condition. With serial dissection and sample preparation the disc height increased (SEGMENT height 18% higher than TORSO), OP decreased (POTTED was 67% lower than TORSO), and T2 time was unchanged. With axial loading, an imposed stress of 0.20–0.33 MPa returned the disc to in vivo, LIVE disc geometry and OP, although T2 time was decreased. There was a linear correlation between applied stress and OP, and this was conserved across multiple studies and species.

Conclusion

To restore the LIVE disc state in human studies or other animal models, we recommend measuring the OP/stress relationship and using this relationship to select the applied stress necessary to recover the in vivo condition.

背景 尸体椎间盘经常被用来研究各种研究问题,研究结果根据活体情况进行解释。遗憾的是,尸体椎间盘本质上并不代表活体状态,因此在尸体上测量的椎间盘结构(几何形状)、组成(T2弛豫时间)和机械功能(打开压力,OP)并不一定代表活体椎间盘。 方法 我们在尤卡坦小型猪体内对椎间盘的几何形状、T2弛豫时间和OP进行了连续评估,以量化进行性解剖时发生的变化,并使用轴向加载来恢复体内状态。 结果 我们发现,在任何参数上,LIVE 和 TORSO 都没有差异;因此,在牺牲后 2 小时内,TORSO 椎间盘可以代表 LIVE 状态。通过连续解剖和样本制备,椎间盘高度增加(SEGMENT高度比TORSO高18%),OP减少(POTTED比TORSO低67%),T2时间不变。在轴向加载时,0.20-0.33 兆帕的外加应力可使椎间盘恢复到体内状态、LIVE 椎间盘几何形状和 OP,但 T2 时间有所缩短。施加的应力与OP之间呈线性相关,这在多项研究和物种中都是一致的。 结论 为了在人体研究或其他动物模型中恢复椎间盘的活体状态,我们建议测量 OP/应力关系,并利用这种关系选择恢复活体状态所需的外加应力。
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引用次数: 0
Comparison of four in vitro test methods to assess nucleus pulposus replacement device expulsion risk 评估髓核置换装置脱出风险的四种体外测试方法比较
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-04-23 DOI: 10.1002/jsp2.1332
Tamanna Rahman, Matthew J. Kibble, Gianluca Harbert, Nigel Smith, Erik Brewer, Thomas P. Schaer, Nicolas Newell

Background

Nucleus replacement devices (NRDs) are not routinely used in clinic, predominantly due to the risk of device expulsion. Rigorous in vitro testing may enable failure mechanisms to be identified prior to clinical trials; however, current testing standards do not specify a particular expulsion test. Multiple methods have therefore been developed, complicating comparisons between NRD designs. Thus, this study assessed the effectiveness of four previously reported expulsion testing protocols; hula-hoop (Protocol 1), adapted hula-hoop (Protocol 2), eccentric cycling (Protocol 3), and ramp to failure (Protocol 4), applied to two NRDs, one preformed and one in situ curing.

Methods

Nucleus material was removed from 40 bovine tail intervertebral disks. A NRD was inserted posteriorly into each cavity and the disks were subjected to one of four expulsion protocols.

Results

NRD response was dependent on both the NRD design and the loading protocol. Protocol 1 resulted in higher migration and earlier failure rates compared to Protocol 2 in both NRDs. The preformed NRD was more likely to migrate when protocols incorporated rotation. The NRDs had equal migration (60%) and expulsion (60%) rates when using unilateral bending and ramp testing. Combining the results of multiple tests revealed complimentary information regarding the NRD response.

Conclusions

Adapted hula-hoop (Protocol 2) and ramp to failure (Protocol 4), combined with fluoroscopic analysis, revealed complimentary insights regarding migration and failure risk. Therefore, when adopting the surgical approach and animal model used in this study, it is recommended that NRD performance be assessed using both a cyclic and ramp loading protocol.

背景 核替代装置(NRD)尚未在临床上常规使用,主要原因是存在装置脱落的风险。严格的体外测试可在临床试验前确定失效机制;然而,目前的测试标准并未规定特定的挤出测试。因此开发了多种方法,使 NRD 设计之间的比较变得复杂。因此,本研究评估了之前报道的四种剥离测试协议的有效性:呼啦圈(协议 1)、改良呼啦圈(协议 2)、偏心循环(协议 3)和斜坡至失效(协议 4),这四种协议适用于两种 NRD,一种是预制的,另一种是原位固化的。 方法 从 40 个牛尾椎间盘中取出髓核材料。将一个 NRD 从后方插入每个椎间盘,然后对椎间盘进行四种驱逐方案中的一种。 结果 NRD 的反应取决于 NRD 的设计和加载方案。与方案 2 相比,方案 1 导致两种 NRD 的移位率更高,失效率更早。当加载方案包含旋转时,预制 NRD 更容易发生迁移。采用单侧弯曲和斜坡测试时,NRD的移位率(60%)和剥离率(60%)相同。综合多项测试结果,可以发现有关 NRD 反应的补充信息。 结论 经改良的呼啦圈测试(方案 2)和斜坡失效测试(方案 4)结合透视分析,揭示了有关移位和失效风险的补充信息。因此,在采用本研究中使用的手术方法和动物模型时,建议同时使用循环加载和斜坡加载方案来评估 NRD 性能。
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引用次数: 0
Characterization and modulation of the pro-inflammatory effects of immune cells in the canine intervertebral disk 犬椎间盘中免疫细胞促炎作用的特征和调节作用
IF 3.7 3区 医学 Q1 ORTHOPEDICS Pub Date : 2024-04-23 DOI: 10.1002/jsp2.1333
Mary K. Heimann, Kelly Thompson, Gilian Gunsch, Shirley N. Tang, Brett Klamer, Kara Corps, Benjamin A. Walter, Sarah A. Moore, Devina Purmessur

Background

Intervertebral disk (IVD) degeneration affects both humans and canines and is a major cause of low back pain (LBP). Mast cell (MC) and macrophage (MØ) infiltration has been identified in the pathogenesis of IVD degeneration (IVDD) in the human and rodent model but remains understudied in the canine. MC degranulation in the IVD leads to a pro-inflammatory cascade and activates protease activated receptor 2 (PAR2) on IVD cells. The objectives of the present study are to: (1) highlight the pathophysiological changes observed in the degenerate canine IVD, (2) further characterize the inflammatory effect of MCs co-cultured with canine nucleus pulposus (NP) cells, (3) evaluate the effect of construct stiffness on NP and MCs, and (4) identify potential therapeutics to mitigate pathologic changes in the IVD microenvironment.

Methods

Canine IVD tissue was isolated from healthy autopsy research dogs (beagle) and pet dogs undergoing laminectomy for IVD herniation. Morphology, protein content, and inflammatory markers were assessed. NP cells isolated from healthy autopsy (Mongrel hounds) tissue were co-cultured with canine MCs within agarose constructs and treated with cromolyn sodium (CS) and PAR2 antagonist (PAR2A). Gene expression, sulfated glycosaminoglycan content, and stiffness of constructs were assessed.

Results

CD 31+ blood vessels, mast cell tryptase, and macrophage CD 163+ were increased in the degenerate surgical canine tissue compared to healthy autopsy. Pro-inflammatory genes were upregulated when canine NP cells were co-cultured with MCs and the stiffer microenvironment enhanced these effects. Treatment with CS and PAR2 inhibitors mediated key pro-inflammatory markers in canine NP cells.

Conclusion

There is increased MC, MØs, and vascular ingrowth in the degenerate canine IVD tissue, similar to observations in the clinical population with IVDD and LBP. MCs co-cultured with canine NP cells drive inflammation, and CS and PAR2A are potential therapeutics that may mitigate the pathophysiology of IVDD in vitro.

背景椎间盘(IVD)退化既影响人类也影响犬类,是腰背痛(LBP)的主要原因。已发现肥大细胞(MC)和巨噬细胞(MØ)浸润是人类和啮齿类动物模型中椎间盘退变(IVDD)的发病机制,但对犬的研究仍然不足。IVD 中的 MC 脱颗粒会导致促炎级联反应,并激活 IVD 细胞上的蛋白酶激活受体 2 (PAR2)。本研究的目的是(1)强调在退行性犬 IVD 中观察到的病理生理变化;(2)进一步描述 MCs 与犬髓核 (NP) 细胞共培养的炎症效应;(3)评估构造硬度对 NP 和 MCs 的影响;以及(4)确定缓解 IVD 微环境病理变化的潜在疗法。 方法 从健康的解剖研究犬(小猎犬)和因 IVD 椎间盘突出而接受椎板切除术的宠物犬身上分离犬 IVD 组织。对组织形态、蛋白质含量和炎症标记物进行了评估。从健康尸检犬(猎犬)组织中分离出的 NP 细胞与犬 MCs 共同培养在琼脂糖构建体中,并用色甘酸钠(CS)和 PAR2 拮抗剂(PAR2A)处理。对构建体的基因表达、硫酸化氨基糖含量和硬度进行了评估。 结果 与健康尸检结果相比,变性手术犬组织中的 CD 31+ 血管、肥大细胞胰蛋白酶和巨噬细胞 CD 163+ 均有所增加。当犬 NP 细胞与 MCs 共同培养时,促炎基因上调,而较硬的微环境增强了这些效应。用 CS 和 PAR2 抑制剂处理可介导犬 NP 细胞中的主要促炎标记物。 结论 退行性犬 IVD 组织中 MC、MØs 和血管生长增加,这与 IVDD 和 LBP 临床人群中的观察结果相似。与犬 NP 细胞共同培养的 MCs 会引发炎症,而 CS 和 PAR2A 是潜在的治疗药物,可减轻体外 IVDD 的病理生理学。
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引用次数: 0
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JOR Spine
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