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Transcriptomics and metabolomics: Challenges of studying obesity in osteoarthritis 转录组学和代谢组学:骨关节炎肥胖症研究面临的挑战
Pub Date : 2024-05-04 DOI: 10.1016/j.ocarto.2024.100479
Jason S. Rockel , Pratibha Potla , Mohit Kapoor

Objective

Obesity is a leading risk factor for both the incidence and progression of osteoarthritis (OA). Omic technologies, including transcriptomics and metabolomics are capable of identifying RNA and metabolite profiles in tissues and biofluids of OA patients. The objective of this review is to highlight studies using transcriptomics and metabolomics that contribute to our understanding of OA pathology in relation to obesity.

Design

We conducted a targeted search of PUBMED for articles, and GEO for datasets, published up to February 13, 2024, screening for those using high-throughput transcriptomic and metabolomic techniques to study human or pre-clinical animal model tissues or biofluids related to obesity-associated OA. We describe relevant studies and discuss challenges studying obesity as a disease-related factor in OA.

Results

Of the 107 publications identified by our search criteria, only 15 specifically used transcriptomics or metabolomics to study joint tissues or biofluids in obesity-related OA. Specific transcriptomic and metabolomic signatures associated with obesity-related OA have been defined in select local joint tissues, biofluids and other biological material. However, considerable challenges exist in understanding contributions of obesity-associated modifications of transcriptomes and metabolomes related to OA, including sociodemographic, anthropometric, dietary and molecular redundancy-related factors.

Conclusions

A number of additional transcriptomic and metabolomic studies are needed to comprehensively understand how obesity affects OA incidence, progression and outcomes. Integration of transcriptome and metabolome signatures from multiple tissues and biofluids, using network-based approaches will likely help to better define putative therapeutic targets that could enable precision medicine approaches to obese OA patients.

目标肥胖是骨关节炎(OA)发病和恶化的主要风险因素。包括转录组学和代谢组学在内的 Omic 技术能够识别 OA 患者组织和生物流体中的 RNA 和代谢物特征。本综述旨在重点介绍利用转录组学和代谢组学进行的研究,这些研究有助于我们了解与肥胖有关的OA病理学。设计我们在PUBMED和GEO上有针对性地搜索了截至2024年2月13日发表的文章和数据集,筛选出那些利用高通量转录组学和代谢组学技术研究与肥胖相关OA的人体或临床前动物模型组织或生物流体的文章。我们描述了相关研究,并讨论了将肥胖作为 OA 中一种疾病相关因素进行研究所面临的挑战。结果在根据我们的搜索标准确定的 107 篇出版物中,只有 15 篇专门使用转录组学或代谢组学研究肥胖相关 OA 中的关节组织或生物流体。与肥胖相关的 OA 的特定转录组学和代谢组学特征已在选定的局部关节组织、生物流体和其他生物材料中确定。然而,要了解肥胖相关的转录组和代谢组的改变对 OA 的贡献,包括社会人口、人体测量、饮食和分子冗余相关因素,还存在相当大的挑战。利用基于网络的方法整合来自多个组织和生物流体的转录组和代谢组特征,将有助于更好地确定可能的治疗靶点,从而为肥胖 OA 患者提供精准医疗方法。
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引用次数: 0
Report of similar placebo response in one internet versus onsite randomised controlled trials from the literature 据文献报道,一项互联网随机对照试验与现场随机对照试验的安慰剂反应相似
Pub Date : 2024-04-27 DOI: 10.1016/j.ocarto.2024.100474
Arthur Ooghe , Xiaoqian Liu , Sarah Robbins , Jillian P. Eyles , Leticia A. Deveza , Samuel Branders , Frédéric Clermont , Alvaro Pereira , David J. Hunter

Objective

The aim of this study was to compare the magnitude and the predictors of the placebo response in an internet versus onsite randomised controlled trials (RCTs) in people with hand osteoarthritis (HOA).

Method

This study is a post-hoc analysis based on one internet RCT (RADIANT) and previously published onsite RCTs for HOA identified through a rigorous searching and selection strategy. The magnitude of the placebo response in the two different types of RCTs were compared using heterogeneity statistics and forest plots visualisation. Classic placebo predictors as well as a combined model, defined with data from onsite RCTs, were tested to predict the placebo response.

Results

We analysed the dataset from RADIANT and fourteen previously published onsite RCTs. None of the analyses showed a significant difference between the placebo response for the internet versus onsite RCTs. The “classic” placebo predictors combined in a multivariate predictive model correlated significantly with the placebo response measured in RADIANT study.

Conclusion

Despite the absence of face-to-face interactions with the study personnel, there is no evidence that either the magnitude or the predictors of the placebo response of this internet RCT differ from those of onsite RCTs. This analysis is considered as a first step towards evaluating the difference between these designs and strengthens the argument that internet RCTs remain an acceptable alternative way to assess the efficacy of an active treatment in comparison to a placebo.

本研究旨在比较手部骨关节炎(HOA)患者在网络随机对照试验(RCT)和现场随机对照试验(RCT)中安慰剂反应的程度和预测因素。本研究是一项事后分析,基于一项网络随机对照试验(RADIANT)和之前发表的通过严格搜索和筛选策略确定的针对手部骨关节炎的现场随机对照试验。使用异质性统计和森林图可视化方法比较了两种不同类型 RCT 中安慰剂反应的大小。结果我们分析了 RADIANT 和之前发表的 14 项现场 RCT 数据集。分析结果表明,网络研究与现场研究的安慰剂反应差异不大。结论尽管没有与研究人员进行面对面的交流,但没有证据表明这项网络 RCT 的安慰剂反应的程度或预测因素与现场 RCT 不同。这项分析被认为是评估这些设计之间差异的第一步,并加强了互联网 RCT 仍是评估活性治疗与安慰剂疗效的一种可接受的替代方法的论点。
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引用次数: 0
Obesity medications: A narrative review of current and emerging agents 肥胖症药物:现有药物和新兴药物综述
Pub Date : 2024-04-25 DOI: 10.1016/j.ocarto.2024.100472
Q.Y.D. Qi , A. Cox , S. McNeil , P. Sumithran

The aim of this narrative review is to synthesize the available data describing the efficacy and safety of medications approved for obesity management and to provide an overview of upcoming agents in development.

A literature search of PubMed, Medline, and Embase databases identified relevant articles describing medications approved in the U.S., Australia, U.K., and/or Europe. Papers were selected based on relevance and originality, with phase 3 clinical trials and meta-analyses preferentially included.

Six medications are widely approved for long-term weight management in conjunction with lifestyle interventions in people with body mass index (BMI) ≥30 ​kg/m2 or BMI ≥27 ​kg/m2 and at least one medical condition related to excess weight. Compared with lifestyle interventions alone, all medications approved for obesity management are more effective for long-term weight loss and improvements in cardiometabolic risk factors. Older obesity medications are associated with mean weight losses in the range of 5–10%. The new generation of agents, including the injectable incretin analogues semaglutide and tirzepatide are associated with sustained mean weight reductions of 15–20%, along with substantial benefits on a range of health outcomes. Several novel agents are under development, with multi-hormone receptor agonists and oral formulations likely to become available in the coming years.

As effective treatment options expand, cost and availability will need to be addressed to enable equitable access to treatment. Other important challenges for clinical practice and research include the need for long-term strategies to prevent and manage weight regain and loss of lean muscle and bone mineral density.

本叙述性综述旨在综合介绍已获批准用于肥胖控制的药物的疗效和安全性的现有数据,并概述即将开发的药物。六种药物已被广泛批准用于长期体重管理,并与生活方式干预相结合,适用于体重指数(BMI)≥30 kg/m2或体重指数(BMI)≥27 kg/m2且至少有一种疾病与体重超标有关的人群。与单纯的生活方式干预相比,所有获批用于控制肥胖的药物在长期减轻体重和改善心脏代谢风险因素方面都更为有效。旧版肥胖症药物的平均减重幅度在 5%-10%之间。新一代药物,包括可注射的增量素类似物semaglutide和tirzepatide,可使平均体重持续减轻15%-20%,并对一系列健康结果产生重大益处。随着有效治疗方案的增加,需要解决成本和可获得性问题,以便公平地获得治疗。临床实践和研究面临的其他重要挑战包括需要制定长期战略,以预防和控制体重反弹以及瘦肌肉和骨矿物质密度的下降。
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引用次数: 0
Longitudinal changes in adiposity following anterior cruciate ligament reconstruction and associations with knee symptoms and function 前交叉韧带重建后脂肪含量的纵向变化以及与膝关节症状和功能的关系
Pub Date : 2024-04-25 DOI: 10.1016/j.ocarto.2024.100473
Amélie Michaud , Chris Koskoletos , Brooke E. Patterson , Kay M. Crossley , Trevor B. Birmingham , Adam G. Culvenor , Harvi F. Hart

Objective

To evaluate adiposity after anterior cruciate ligament reconstruction (ACLR): i) cross-sectionally (1-year post-ACLR) compared to uninjured controls; ii) longitudinally up to 5 years post-ACLR; and iii) associations with patient-reported symptoms and physical performance.

Methods

In 107 individuals post-ACLR and 19 controls, we assessed global (BMI), peripheral (subcutaneous adipose tissue thickness on the posteromedial side of knee MRI), and central (waist circumference in ACLR group) adiposity. Patient-reported symptoms (Knee injury and Osteoarthritis Outcome Score) and physical performance (hop for distance) were evaluated at 1 and 5 years post-ACLR. Linear regression models evaluated adiposity between groups. Paired t-tests evaluated changes in adiposity from 1- to 5 years post-ACLR. Linear regression models analyzed adiposity's associations with patient-reported symptoms and physical performance at 1-year post-ACLR, changes in symptoms and performance over 4 years post-ACLR, and longitudinal changes in adiposity and symptoms and performance, controlling for age, sex, and activity level.

Results

Individuals 1-year post-ACLR were associated with higher average global (3 ​kg/m2) and peripheral adiposity (2.3 ​mm). From 1- to 5 years post-ACLR, higher average global (0.58 ​kg/m2) and central (5 ​cm) adiposity, and lower average peripheral adiposity (1.3 ​mm) were observed. In general, adiposity at one-year post-ACLR was negatively associated with patient-reported symptoms and physical performance, and changes from 1 to 5 years post-ACLR. Increases in adiposity were negatively associated with changes in patient-reported symptoms and physical performance over four years post-ACLR.

Conclusion

Greater global and central adiposity is a feature of young adults following ACLR and influences current and future patient-reported symptoms and physical performance.

目的评估前交叉韧带重建术(ACLR)后的脂肪含量:i)横断面(ACLR 术后 1 年)与未受伤对照组的比较;ii)纵断面(ACLR 术后 5 年);iii)与患者报告的症状和体能表现的关系。方法 在 107 名 ACLR 术后患者和 19 名对照组患者中,我们评估了总体(体重指数)、外周(膝关节 MRI 后内侧皮下脂肪组织厚度)和中心(ACLR 组的腰围)脂肪含量。在 ACLR 术后 1 年和 5 年对患者报告的症状(膝关节损伤和骨关节炎结果评分)和体能表现(跳跃距离)进行了评估。线性回归模型评估了组间脂肪含量。配对 t 检验评估了 ACLR 术后 1 至 5 年间脂肪含量的变化。线性回归模型分析了ACLR术后1年患者报告的症状和体能表现、ACLR术后4年症状和体能表现的变化,以及在控制年龄、性别和活动量的情况下,脂肪含量与症状和体能表现的纵向变化之间的关系。ACLR术后1至5年,观察到平均总体脂肪含量(0.58 kg/m2)和中心脂肪含量(5 cm)较高,平均外周脂肪含量(1.3 mm)较低。总体而言,ACLR 术后一年的脂肪含量与患者报告的症状和体能表现呈负相关,与 ACLR 术后 1 至 5 年的变化也呈负相关。前交叉韧带置换术后四年内,脂肪含量的增加与患者报告的症状和身体表现的变化呈负相关。
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引用次数: 0
Visual narratives in medicine – Bridging the gap in graphic medicine with an illustrated narrative of osteoarthritis 医学中的视觉叙事--以骨关节炎的图解叙事弥补图解医学的不足
Pub Date : 2024-04-18 DOI: 10.1016/j.ocarto.2024.100471
Vicky Duong , Samantha Bunzli , Leigh F. Callahan , Corné Baatenburg de Jong , David J. Hunter , Jason S. Kim , Ali Mobasheri

Objective

Visual narratives have been used in medicine to share information in the form of stories with the potential to improve understanding of conditions and change behaviours. One genre of visual narratives is “graphic medicine”, which integrates comics into medical education and the delivery of healthcare. Graphic medicine can maximise the impact of research findings by presenting them in a more accessible format, which may be particularly useful in certain populations, such as those with low levels of health literacy. Those with lower health literacy levels and osteoarthritis (OA) are less likely to manage their condition with guideline recommended management strategies, experience a higher burden of disease, and have lower access to care. Our objectives were to review the current visual narratives in the field of and create a graphic medicine visual narrative based on existing research.

Design

This paper summarises the current visual narratives in OA and presents a graphic medicine visual narrative to illustrate the experience of living with OA. Considerations for the dissemination of visual narratives to target audiences are also discussed.

Results

The most common visual narratives in are infographics, videos, and graphic medicine. A graphic medicine visual narrative, based on previous qualitative work and informed by a framework, was created to illustrate two distinct narratives – impairment and participatory.

Conclusion

Visual narratives remain an emerging field in OA but may serve as a useful resource for patients or clinicians to discuss various aspects of OA management. Future research should evaluate and validate the use of visual narratives in OA.

目的视觉叙事一直被用于医学领域,以故事的形式分享信息,从而提高人们对病情的理解并改变行为。图解医学 "是视觉叙事的一种流派,它将漫画融入医学教育和医疗服务中。图解医学可以通过更易于理解的形式展示研究成果,从而最大限度地扩大研究成果的影响,这对某些人群可能特别有用,比如健康知识水平较低的人群。健康素养水平较低的骨关节炎(OA)患者不太可能按照指南推荐的管理策略来控制病情,他们的疾病负担较重,获得护理的机会也较少。我们的目标是回顾当前骨关节炎领域的视觉叙事,并在现有研究的基础上创建一种图解医学视觉叙事。设计本文总结了当前骨关节炎领域的视觉叙事,并介绍了一种图解医学视觉叙事,以说明骨关节炎患者的生活体验。本文还讨论了向目标受众传播视觉叙事的注意事项。结果最常见的视觉叙事是信息图表、视频和图形医学。基于先前的定性工作和框架,创建了图形医学视觉叙事,以说明两种不同的叙事--损伤和参与性。结论视觉叙事仍是 OA 领域的新兴领域,但可作为患者或临床医生讨论 OA 管理各个方面的有用资源。未来的研究应评估和验证视觉叙事在 OA 中的应用。
{"title":"Visual narratives in medicine – Bridging the gap in graphic medicine with an illustrated narrative of osteoarthritis","authors":"Vicky Duong ,&nbsp;Samantha Bunzli ,&nbsp;Leigh F. Callahan ,&nbsp;Corné Baatenburg de Jong ,&nbsp;David J. Hunter ,&nbsp;Jason S. Kim ,&nbsp;Ali Mobasheri","doi":"10.1016/j.ocarto.2024.100471","DOIUrl":"https://doi.org/10.1016/j.ocarto.2024.100471","url":null,"abstract":"<div><h3>Objective</h3><p>Visual narratives have been used in medicine to share information in the form of stories with the potential to improve understanding of conditions and change behaviours. One genre of visual narratives is “graphic medicine”, which integrates comics into medical education and the delivery of healthcare. Graphic medicine can maximise the impact of research findings by presenting them in a more accessible format, which may be particularly useful in certain populations, such as those with low levels of health literacy. Those with lower health literacy levels and osteoarthritis (OA) are less likely to manage their condition with guideline recommended management strategies, experience a higher burden of disease, and have lower access to care. Our objectives were to review the current visual narratives in the field of and create a graphic medicine visual narrative based on existing research.</p></div><div><h3>Design</h3><p>This paper summarises the current visual narratives in OA and presents a graphic medicine visual narrative to illustrate the experience of living with OA. Considerations for the dissemination of visual narratives to target audiences are also discussed.</p></div><div><h3>Results</h3><p>The most common visual narratives in are infographics, videos, and graphic medicine. A graphic medicine visual narrative, based on previous qualitative work and informed by a framework, was created to illustrate two distinct narratives – impairment and participatory.</p></div><div><h3>Conclusion</h3><p>Visual narratives remain an emerging field in OA but may serve as a useful resource for patients or clinicians to discuss various aspects of OA management. Future research should evaluate and validate the use of visual narratives in OA.</p></div>","PeriodicalId":74377,"journal":{"name":"Osteoarthritis and cartilage open","volume":"6 2","pages":"Article 100471"},"PeriodicalIF":0.0,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2665913124000384/pdfft?md5=a73d0cead32b4f065af645fd625d392c&pid=1-s2.0-S2665913124000384-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140646251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PLOD2 gene expression in infrapatellar fat pad is correlated with fat mass in obese patients with end-stage knee osteoarthritis 髌下脂肪垫中的 PLOD2 基因表达与终末期膝骨关节炎肥胖患者的脂肪量相关
Pub Date : 2024-04-16 DOI: 10.1016/j.ocarto.2024.100469
J. Van den Langenbergh , Y.M. Bastiaansen-Jenniskens , G.J.V.M. van Osch , J. Runhaar , S.M.A. Bierma-Zeinstra , K. Soballe , J. Laursen , A. Liljensoe , N. Kops , I. Mechlenburg , S. Clockaerts

Objective

To investigate associations between obesity-linked systemic factors and gene expression indicative for the inflammatory and fibrotic processes in the infrapatellar fat pad (IFP), in a population of obese patients with end-stage knee osteoarthritis (KOA).

Methods

We collected human IFPs from 48 patients with a mean body mass index (BMI) of 35.44 ​kg/m2 during total knee replacement procedures. These patients were part of a randomized controlled trial and met the criteria of having OA and a BMI of ≥30 ​kg/m2. Blood samples were collected to assess serum levels of glucose, total cholesterol, HDL cholesterol, LDL cholesterol, triglycerides, and leptin. Total body composition was measured using dual-energy X-ray absorptiometry. Gene expressions of IL6, TNFA, COL1A1, IL1B, ASMA, PLOD2 in the IFP were analyzed.

Results

Univariate analysis resulted in a positive correlation between BMI and procollagen-lysine,2-oxoglutarate 5-dioxygenase 2 (PLOD2) expression (r2 ​= ​0.13). In univariate analyses of obesity-linked systemic factors and PLOD2, significant correlations were found for lean mass (r2 ​= ​0.20), fat mass (r2 ​= ​0.20), serum cholesterol (r2 ​= ​0.17), serum triglycerides (r2 ​= ​0.19) and serum leptin (r2 ​= ​0.10). A multiple linear regression model indicated fat mass to be a strong predictor of PLOD2 production in the IFP (r2 ​= ​0.22, P ​= ​0.003).

Conclusion

Our study demonstrates the positive association between fat mass and PLOD2 expression in the IFP of obese end-stage knee OA patients. This may indicate that within this patient population the fibrotic process in the IFP is influenced by systemic adipose tissue, next to local inflammatory processes.

方法 我们收集了 48 名接受全膝关节置换术的患者的 IFP,这些患者的平均体重指数(BMI)为 35.44 kg/m2。这些患者是随机对照试验的一部分,符合 OA 和体重指数≥30 kg/m2 的标准。采集的血样用于评估血糖、总胆固醇、高密度脂蛋白胆固醇、低密度脂蛋白胆固醇、甘油三酯和瘦素的血清水平。使用双能 X 射线吸收测定法测量了人体总成分。分析了IFP中IL6、TNFA、COL1A1、IL1B、ASMA、PLOD2的基因表达。结果单变量分析结果显示,体重指数与胶原-赖氨酸、2-氧代戊二酸-5-二氧合酶2(PLOD2)的表达呈正相关(r2 = 0.13)。在肥胖相关系统因素和 PLOD2 的单变量分析中,发现瘦体重(r2 = 0.20)、脂肪体重(r2 = 0.20)、血清胆固醇(r2 = 0.17)、血清甘油三酯(r2 = 0.19)和血清瘦素(r2 = 0.10)之间存在显著相关性。我们的研究表明,肥胖的终末期膝关节 OA 患者的 IFP 中脂肪含量与 PLOD2 的表达呈正相关。这可能表明,在这一患者群体中,除局部炎症过程外,IFP 的纤维化过程还受到全身脂肪组织的影响。
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引用次数: 0
Changes in educational inequalities in knee and hip osteoarthritis surgery and non-surgery specialist care visits over time in Sweden 瑞典膝关节和髋关节骨关节炎手术和非手术专科护理就诊中的教育不平等随时间推移发生的变化
Pub Date : 2024-04-11 DOI: 10.1016/j.ocarto.2024.100470
Maria Lindéus , George Peat , Martin Englund , Ali Kiadaliri

Objective

To examine changes in prevalence and socioeconomic inequalities in knee and hip OA outcomes, in more specific surgery and non-surgery specialist care visits, from 2001 to 2011 in Sweden and to what extent sociodemographic factors can explain the changes.

Design

We included all individuals aged ≥35 years resident in Sweden from 2001 to 2011. Individual-level data was retrieved from the Swedish Interdisciplinary Panel. Highest educational attainment was used as socioeconomic measure and the concentration index was used to assess relative and absolute educational inequalities. We used decomposition method to examine changes in prevalence and relative educational inequalities.

Results

A total of 4,794,693 and 5,359,186 people were included for the years 2001 and 2011, respectively. The crude prevalence of surgery and specialist visits for knee and hip OA was 36–83% higher in 2011 than in 2001. The increase in hip OA outcomes was largely explained by changes in the sociodemographic composition of the population, whereas for knee OA outcomes, changes in the strength of the associations with sociodemographic factors appeared more important. All outcomes were concentrated among people with lower education in all study years. The relative inequalities declined over the study period, while the absolute inequalities increased for knee OA outcomes and remained stable for hip OA.

Conclusion

Our findings show an increasing burden of all studied OA outcomes. Moreover, our findings suggest persistent educational inequalities with more surgeries and specialist visits among lower-educated individuals. Future research should incorporate additional variables to better understand and address these inequalities.

目的研究2001年至2011年瑞典膝关节和髋关节OA患病率和社会经济不平等的变化,以及更具体的手术和非手术专科护理就诊情况,以及社会人口因素在多大程度上可以解释这些变化。个人层面的数据来自瑞典跨学科小组。最高教育程度作为社会经济衡量标准,集中指数用于评估相对和绝对的教育不平等。我们采用分解法研究了患病率和相对教育不平等的变化。结果 2001 年和 2011 年分别有 4,794,693 人和 5,359,186 人被纳入研究。与2001年相比,2011年膝关节和髋关节OA手术和专科就诊的粗发病率增加了36%-83%。髋关节OA结果的增加在很大程度上归因于人口社会人口组成的变化,而对于膝关节OA结果,与社会人口因素相关性强度的变化似乎更为重要。在所有研究年份中,所有结果都集中在教育程度较低的人群中。在研究期间,相对不平等程度有所下降,而膝关节 OA 结果的绝对不平等程度有所上升,髋关节 OA 结果的绝对不平等程度保持稳定。此外,我们的研究结果表明,教育不平等现象持续存在,教育程度较低的人接受的手术和专科就诊次数较多。未来的研究应纳入更多变量,以更好地了解和解决这些不平等问题。
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引用次数: 0
Dual-energy X-ray absorptiometry derived knee shape may provide a useful imaging biomarker for predicting total knee replacement: Findings from a study of 37,843 people in UK Biobank 双能 X 射线吸收测量法得出的膝关节形状可为预测全膝关节置换术提供有用的成像生物标志物:英国生物库中 37,843 人的研究结果
Pub Date : 2024-04-09 DOI: 10.1016/j.ocarto.2024.100468
Rhona A. Beynon , Fiona R. Saunders , Raja Ebsim , Monika Frysz , Benjamin G. Faber , Jennifer S. Gregory , Claudia Lindner , Aliya Sarmanova , Richard M. Aspden , Nicholas C. Harvey , Timothy Cootes , Jonathan H. Tobias

Objective

We aimed to create an imaging biomarker for knee shape using knee dual-energy x-ray absorptiometry (DXA) scans and investigate its potential association with subsequent total knee replacement (TKR), independently of radiographic features of knee osteoarthritis and established risk factors.

Methods

Using a 129-point statistical shape model, knee shape (expressed as a B-score) and minimum joint space width (mJSW) of the medial joint compartment (binarized as above or below the first quartile) were derived. Osteophytes were manually graded in a subset of images and an overall score was assigned. Cox proportional hazards models were used to examine the associations of B-score, mJSW and osteophyte score with TKR risk, adjusting for age, sex, height and weight.

Results

The analysis included 37,843 individuals (mean age 63.7 years). In adjusted models, B-score was associated with TKR: each unit increase in B-score, reflecting one standard deviation from the mean healthy shape, corresponded to a hazard ratio (HR) of 2.25 (2.08, 2.43), while a lower mJSW had a HR of 2.28 (1.88, 2.77). Among the 6719 images scored for osteophytes, mJSW was replaced by osteophyte score in the most strongly predictive model for TKR. In ROC analyses, a model combining B-score, osteophyte score, and demographics outperformed a model including demographics alone (AUC ​= ​0.87 vs 0.73).

Conclusions

Using statistical shape modelling, we derived a DXA-based imaging biomarker for knee shape that was associated with kOA progression. When combined with osteophytes and demographic data, this biomarker may help identify individuals at high risk of TKR, facilitating targeted interventions.

方法使用 129 点统计形状模型,得出膝关节形状(以 B 分数表示)和内侧关节腔的最小关节间隙宽度(mJSW)(二值化为高于或低于第一四分位数)。对部分图像进行人工分级,并给出总分。在对年龄、性别、身高和体重进行调整后,使用 Cox 比例危险模型来检验 B-评分、mJSW 和骨质增生评分与 TKR 风险的相关性。在调整后的模型中,B-评分与 TKR 相关:B-评分每增加一个单位,即与平均健康形态相比增加一个标准差,其危险比 (HR) 为 2.25(2.08, 2.43),而 mJSW 越低,其危险比为 2.28(1.88, 2.77)。在 6 719 张骨质增生评分图像中,骨质增生评分取代了 mJSW 成为预测 TKR 最有力的模型。在 ROC 分析中,结合 B 评分、骨质增生评分和人口统计学特征的模型优于仅包含人口统计学特征的模型(AUC = 0.87 vs 0.73)。当与骨质增生和人口统计学数据相结合时,该生物标志物可能有助于识别TKR高风险人群,从而进行有针对性的干预。
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引用次数: 0
Vagotomy accelerates the onset of symptoms during early disease progression and worsens joint-level pathogenesis in a male rat model of chronic knee osteoarthritis 在雄性慢性膝骨关节炎大鼠模型中,阴道切除术会加速疾病早期症状的出现,并恶化关节层面的发病机制
Pub Date : 2024-04-08 DOI: 10.1016/j.ocarto.2024.100467
Carlos J. Cruz , Taylor D. Yeater , Jacob L. Griffith , Kyle D. Allen

Objective

Low vagal tone is common in osteoarthritis (OA) comorbidities and results in greater peripheral inflammation. Characterizing vagal tone's role in OA pathogenesis may offer insights into OA's influences beyond the articular joint. We hypothesized that low vagal tone would accelerate onset of OA-related gait changes and worsen joint damage in a rat knee OA model.

Methods

Knee OA was induced in male Sprague Dawley rats by transecting the medial collateral ligament and medial meniscus. Then, left cervical vagus nerve transection (VGX, n ​= ​9) or sham VGX (non-VGX, n ​= ​6) was performed. Gait and tactile sensitivity were assessed at baseline and across 12 weeks, with histology and systemic inflammation evaluated at endpoint.

Results

At week 4, VGX animals showed limping gait characteristics through shifted stance times from their OA to non-OA limb (p ​= ​0.055; stance time imbalance ​= ​1.6 ​± ​1.6%) and shifted foot strike locations (p ​< ​0.001; spatial symmetry ​= ​48.4 ​± ​0.835%), while non-VGX animals walked with a balanced and symmetric gait. Also at week 4, while VGX animals had a mechanical sensitivity (50% withdrawal threshold) of 13.97 ​± ​7.70 compared to the non-VGX animal sensitivity of 29.74 ​± ​9.43, this difference was not statistically significant. Histologically, VGX animals showed thinner tibial cartilage and greater subchondral bone area than non-VGX animals (p ​= ​0.076; VGX: 0.80 ​± ​0.036 ​mm2; non-VGX: 0.736 ​± ​0.066 ​mm2). No group differences in systemic inflammation were observed at endpoint.

Conclusions

VGX resulted in quicker onset of OA-related symptoms but remained unchanged at later timepoints. VGX also had thinner cartilage and abnormal bone remodeling than non-VGX. Overall, low vagal tone had mild effects on OA symptoms and joint remodeling, and not at the level seen in common OA comorbidities.

目的低迷走神经张力在骨关节炎(OA)合并症中很常见,会导致更严重的外周炎症。确定迷走神经张力在 OA 发病机制中的作用可能有助于深入了解 OA 对关节以外的影响。我们假设,在大鼠膝关节 OA 模型中,低迷走神经张力会加速 OA 相关步态变化的发生,并加重关节损伤。然后,进行左侧颈迷走神经横断(VGX,n = 9)或假VGX(非VGX,n = 6)。结果第4周时,VGX动物表现出跛行步态特征,其OA肢体与非OA肢体的站立时间不同(P = 0.055;站立时间不平衡 = 1.6 ± 1.6%)和脚掌着地位置偏移(p < 0.001;空间对称性 = 48.4 ± 0.835%),而非 VGX 动物行走时步态平衡对称。同样在第 4 周,VGX 动物的机械灵敏度(50% 退出阈值)为 13.97 ± 7.70,而非 VGX 动物的灵敏度为 29.74 ± 9.43,但这一差异并无统计学意义。从组织学角度看,VGX 动物的胫骨软骨比非 VGX 动物薄,软骨下骨面积比非 VGX 动物大(p = 0.076;VGX:0.80 ± 0.036 mm2;非 VGX:0.736 ± 0.066 mm2)。结论VGX导致OA相关症状更快出现,但在后期时间点仍保持不变。与非 VGX 患者相比,VGX 患者的软骨更薄,骨重塑异常。总体而言,低迷走神经张力对 OA 症状和关节重塑的影响轻微,但与常见的 OA 合并症的影响程度不同。
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引用次数: 0
Laser-irradiating infrared attenuated total reflection spectroscopy of articular cartilage: Potential and challenges for diagnosing osteoarthritis 关节软骨的激光照射红外衰减全反射光谱:诊断骨关节炎的潜力与挑战
Pub Date : 2024-04-04 DOI: 10.1016/j.ocarto.2024.100466
P. Krebs , M. Nägele , P. Fomina , V. Virtanen , E. Nippolainen , R. Shaikh , I.O. Afara , J. Töyräs , I. Usenov , T. Sakharova , V. Artyushenko , V. Tafintseva , J.H. Solheim , B. Zimmermann , A. Kohler , O. König , S. Saarakkala , B. Mizaikoff

Objective

A prototype infrared attenuated total reflection (IR-ATR) laser spectroscopic system designed for in vivo classification of human cartilage tissue according to its histological health status during arthroscopic surgery is presented. Prior to real-world in vivo applications, this so-called osteoarthritis (OA) scanner has been tested at in vitro conditions revealing the challenges associated with complex sample matrices and the accordingly obtained sparse spectral datasets.

Methods

In vitro studies on human knee cartilage samples at different contact pressures (i.e., 0.2–0.5 ​MPa) allowed recording cartilage degeneration characteristic IR signatures comparable to in vivo conditions with high temporal resolution. Afterwards, the cartilage samples were assessed based on the clinically acknowledged osteoarthritis cartilage histopathology assessment (OARSI) system and correlated with the obtained sparse IR data.

Results

Amide and carbohydrate signal behavior was observed to be almost identical between the obtained sparse IR data and previously measured FTIR data used for sparse partial least squares discriminant analysis (SPLSDA) to identify the spectral regions relevant to cartilage condition. Contact pressures between 0.3 and 0.4 ​MPa seem to provide the best sparse IR spectra for cylindrical (d ​= ​3 ​mm) probe tips.

Conclusion

Laser-irradiating IR-ATR spectroscopy is a promising analytical technique for future arthroscopic applications to differentiate healthy and osteoarthritic cartilage tissue. However, this study also revealed that the flexible connection between the laser-based analyzer and the arthroscopic ATR-probe via IR-transparent fiberoptic cables may affect the robustness of the obtained IR data and requires further improvements.

目的介绍一种红外衰减全反射(IR-ATR)激光光谱系统原型,用于在关节镜手术中根据组织学健康状况对人体软骨组织进行体内分类。方法在不同接触压力(即 0.2-0.5 兆帕)下对人膝关节软骨样本进行体外研究,以高时间分辨率记录软骨退化特征红外特征,与体内条件相当。随后,根据临床公认的骨关节炎软骨组织病理学评估(OARSI)系统对软骨样本进行评估,并与获得的稀疏红外数据进行关联。结果 观察发现,获得的稀疏红外数据与之前用于稀疏偏最小二乘判别分析(SPLSDA)以识别与软骨状况相关的光谱区域的傅立叶变换红外数据之间,酰胺和碳水化合物信号行为几乎相同。对于圆柱形(d = 3 毫米)探针尖端,0.3 至 0.4 兆帕之间的接触压力似乎能提供最佳的稀疏红外光谱。然而,这项研究也揭示了激光分析仪与关节镜 ATR 探头之间通过红外透明光缆的柔性连接可能会影响所获红外数据的稳健性,因此需要进一步改进。
{"title":"Laser-irradiating infrared attenuated total reflection spectroscopy of articular cartilage: Potential and challenges for diagnosing osteoarthritis","authors":"P. Krebs ,&nbsp;M. Nägele ,&nbsp;P. Fomina ,&nbsp;V. Virtanen ,&nbsp;E. Nippolainen ,&nbsp;R. Shaikh ,&nbsp;I.O. Afara ,&nbsp;J. Töyräs ,&nbsp;I. Usenov ,&nbsp;T. Sakharova ,&nbsp;V. Artyushenko ,&nbsp;V. Tafintseva ,&nbsp;J.H. Solheim ,&nbsp;B. Zimmermann ,&nbsp;A. Kohler ,&nbsp;O. König ,&nbsp;S. Saarakkala ,&nbsp;B. Mizaikoff","doi":"10.1016/j.ocarto.2024.100466","DOIUrl":"https://doi.org/10.1016/j.ocarto.2024.100466","url":null,"abstract":"<div><h3>Objective</h3><p>A prototype infrared attenuated total reflection (IR-ATR) laser spectroscopic system designed for <em>in vivo</em> classification of human cartilage tissue according to its histological health status during arthroscopic surgery is presented. Prior to real-world <em>in vivo</em> applications, this so-called osteoarthritis (OA) scanner has been tested at <em>in vitro</em> conditions revealing the challenges associated with complex sample matrices and the accordingly obtained sparse spectral datasets.</p></div><div><h3>Methods</h3><p><em>In vitro</em> studies on human knee cartilage samples at different contact pressures (i.e., 0.2–0.5 ​MPa) allowed recording cartilage degeneration characteristic IR signatures comparable to <em>in vivo</em> conditions with high temporal resolution. Afterwards, the cartilage samples were assessed based on the clinically acknowledged osteoarthritis cartilage histopathology assessment (OARSI) system and correlated with the obtained sparse IR data.</p></div><div><h3>Results</h3><p>Amide and carbohydrate signal behavior was observed to be almost identical between the obtained sparse IR data and previously measured FTIR data used for sparse partial least squares discriminant analysis (SPLSDA) to identify the spectral regions relevant to cartilage condition. Contact pressures between 0.3 and 0.4 ​MPa seem to provide the best sparse IR spectra for cylindrical (d ​= ​3 ​mm) probe tips.</p></div><div><h3>Conclusion</h3><p>Laser-irradiating IR-ATR spectroscopy is a promising analytical technique for future arthroscopic applications to differentiate healthy and osteoarthritic cartilage tissue. However, this study also revealed that the flexible connection between the laser-based analyzer and the arthroscopic ATR-probe via IR-transparent fiberoptic cables may affect the robustness of the obtained IR data and requires further improvements.</p></div>","PeriodicalId":74377,"journal":{"name":"Osteoarthritis and cartilage open","volume":"6 2","pages":"Article 100466"},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2665913124000335/pdfft?md5=4ad1573ced78aac68fb5e0311ce92abc&pid=1-s2.0-S2665913124000335-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140543463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Osteoarthritis and cartilage open
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