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Employing single-cell RNA sequencing coupled with an array of bioinformatics approaches to ascertain the shared genetic characteristics between osteoporosis and obesity. 采用单细胞 RNA 测序和一系列生物信息学方法,确定骨质疏松症和肥胖之间的共同遗传特征。
IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-10-16 DOI: 10.1302/2046-3758.1310.BJR-2023-0366.R1
Dingzhuo Liu, Fangming Cao, Dian Liu, Hao Li, Lin Tao, Yue Zhu

Aims: This study examined the relationship between obesity (OB) and osteoporosis (OP), aiming to identify shared genetic markers and molecular mechanisms to facilitate the development of therapies that target both conditions simultaneously.

Methods: Using weighted gene co-expression network analysis (WGCNA), we analyzed datasets from the Gene Expression Omnibus (GEO) database to identify co-expressed gene modules in OB and OP. These modules underwent Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment and protein-protein interaction analysis to discover Hub genes. Machine learning refined the gene selection, with further validation using additional datasets. Single-cell analysis emphasized specific cell subpopulations, and enzyme-linked immunosorbent assay (ELISA), protein blotting, and cellular staining were used to investigate key genes.

Results: WGCNA revealed critical gene modules for OB and OP, identifying the Toll-like receptor (TLR) signalling pathway as a common factor. TLR2 was the most significant gene, with a pronounced expression in macrophages. Elevated TLR2 expression correlated with increased adipose accumulation, inflammation, and osteoclast differentiation, linking it to OP development.

Conclusion: Our study underscores the pivotal role of TLR2 in connecting OP and OB. It highlights the influence of TLR2 in macrophages, driving both diseases through a pro-inflammatory mechanism. These insights propose TLR2 as a potential dual therapeutic target for treating OP and OB.

目的:本研究探讨了肥胖症(OB)和骨质疏松症(OP)之间的关系,旨在确定共同的遗传标记和分子机制,以促进同时针对这两种疾病的疗法的开发:利用加权基因共表达网络分析(WGCNA),我们分析了基因表达总库(GEO)数据库中的数据集,以确定OB和OP中的共表达基因模块。这些模块经过京都基因和基因组百科全书(KEGG)通路富集和蛋白-蛋白相互作用分析,以发现枢纽基因。机器学习改进了基因选择,并使用其他数据集进行了进一步验证。单细胞分析强调了特定的细胞亚群,酶联免疫吸附试验(ELISA)、蛋白质印迹和细胞染色被用来研究关键基因:WGCNA揭示了OB和OP的关键基因模块,发现Toll样受体(TLR)信号通路是一个共同因素。TLR2 是最重要的基因,在巨噬细胞中明显表达。TLR2 表达的升高与脂肪堆积、炎症和破骨细胞分化的增加相关,并将其与 OP 的发展联系起来:我们的研究强调了 TLR2 在连接 OP 和 OB 中的关键作用。结论:我们的研究强调了 TLR2 在连接 OP 和 OB 中的关键作用,它突出了 TLR2 在巨噬细胞中的影响,通过促炎机制驱动这两种疾病。这些见解提出 TLR2 是治疗 OP 和 OB 的潜在双重治疗靶点。
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引用次数: 0
Mechanism research of elastic fixation promoting fracture healing based on proteomics and fracture microenvironment. 基于蛋白质组学和骨折微环境的弹性固定促进骨折愈合的机制研究。
IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-10-08 DOI: 10.1302/2046-3758.1310.BJR-2023-0257.R2
Weiyong Wu, Zhihui Zhao, Yongqing Wang, Meiyue Liu, Genbao Zhu, Lili Li

Aims: This study aimed to demonstrate the promoting effect of elastic fixation on fracture, and further explore its mechanism at the gene and protein expression levels.

Methods: A closed tibial fracture model was established using 12 male Japanese white rabbits, and divided into elastic and stiff fixation groups based on different fixation methods. Two weeks after the operation, a radiograph and pathological examination of callus tissue were used to evaluate fracture healing. Then, the differentially expressed proteins (DEPs) were examined in the callus using proteomics. Finally, in vitro cell experiments were conducted to investigate hub proteins involved in this process.

Results: Mean callus volume was larger in the elastic fixation group (1,755 mm3 (standard error of the mean (SEM) 297)) than in the stiff fixation group (258 mm3 (SEM 65)). Pathological observation found that the expression levels of osterix (OSX), collagen, type I, alpha 1 (COL1α1), and alkaline phosphatase (ALP) in the callus of the elastic fixation group were higher than those of the stiff fixation group. The protein sequence of the callus revealed 199 DEPs, 124 of which were highly expressed in the elastic fixation group. In the in vitro study, it was observed that a stress of 200 g led to upregulation of thrombospondin 1 (THBS1) and osteoglycin (OGN) expression in bone marrow mesenchymal stem cells (BMSCs). Additionally, these genes were found to be upregulated during the osteogenic differentiation process of the BMSCs.

Conclusion: Elastic fixation can promote fracture healing and osteoblast differentiation in callus, and the ability of elastic fixation to promote osteogenic differentiation of BMSCs may be achieved by upregulating genes such as THBS1 and OGN.

目的:本研究旨在证明弹性固定对骨折的促进作用,并从基因和蛋白表达水平进一步探讨其机制:方法:使用 12 只雄性日本大白兔建立闭合性胫骨骨折模型,并根据不同的固定方法分为弹性固定组和僵硬固定组。术后两周,通过X光片和胼胝组织病理检查评估骨折愈合情况。然后,使用蛋白质组学方法检测胼胝体中的差异表达蛋白(DEPs)。最后,进行了体外细胞实验,研究参与这一过程的枢纽蛋白:结果:弹性固定组的平均胼胝体体积(1,755 立方毫米(平均值的标准误差为 297))大于僵硬固定组(258 立方毫米(平均值的标准误差为 65))。病理学观察发现,弹性固定组的胼胝体中奥斯特里克斯(OSX)、Ⅰ型胶原蛋白α1(COL1α1)和碱性磷酸酶(ALP)的表达水平高于僵硬固定组。胼胝体的蛋白质序列显示有 199 个 DEPs,其中 124 个在弹性固定组中高表达。在体外研究中观察到,200 克的应力导致骨髓间充质干细胞(BMSCs)中血栓软骨素 1(THBS1)和骨粘蛋白(OGN)的表达上调。此外,在骨髓间充质干细胞的成骨分化过程中,这些基因也被上调:结论:弹性固定可促进骨折愈合和胼胝体中成骨细胞的分化,而弹性固定促进骨髓间充质干细胞成骨分化的能力可能是通过上调 THBS1 和 OGN 等基因实现的。
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引用次数: 0
Efficacy and safety of intra-articular-only meropenem after one-stage revision for treating Escherichia coli-induced periprosthetic joint infection in a rat model. 在大鼠模型中,一期翻修后只在关节内注射美罗培南治疗大肠埃希菌诱发的假体周围关节感染的有效性和安全性。
IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-10-04 DOI: 10.1302/2046-3758.1310.BJR-2024-0119.R1
Yicheng Li, Shalitanati Wuermanbieke, Fei Wang, Wenbo Mu, Baochao Ji, Xiaobin Guo, Chen Zou, Yanyang Chen, Xiaogang Zhang, Li Cao

Aims: The optimum type of antibiotics and their administration route for treating Gram-negative (GN) periprosthetic joint infection (PJI) remain controversial. This study aimed to determine the GN bacterial species and antibacterial resistance rates related to clinical GN-PJI, and to determine the efficacy and safety of intra-articular (IA) antibiotic injection after one-stage revision in a GN pathogen-induced PJI rat model of total knee arthroplasty.

Methods: A total of 36 consecutive PJI patients who had been infected with GN bacteria between February 2015 and December 2021 were retrospectively recruited in order to analyze the GN bacterial species involvement and antibacterial resistance rates. Antibiotic susceptibility assays of the GN bacterial species were performed to screen for the most sensitive antibiotic, which was then used to treat the most common GN pathogen-induced PJI rat model. The rats were randomized either to a PJI control group or to three meropenem groups (intraperitoneal (IP), IA, and IP + IA groups). After two weeks of treatment, infection control level, the side effects, and the volume of antibiotic use were evaluated.

Results: Escherichia coli was the most common pathogen in GN-PJI, and meropenem was the most sensitive antibiotic. Serum inflammatory markers, weightbearing activity, and Rissing score were significantly improved by meropenem, especially in the IA and IP + IA groups ( p < 0.05). Meropenem in the IA group eradicated E. coli from soft-tissue, bone, and prosthetic surfaces, with the same effect as in the IP + IA group. Radiological results revealed that IA and IP + IA meropenem were effective at relieving bone damage. Haematoxylin and eosin staining also showed that IA and IP + IA meropenem improved synovial inflammation and bone destruction. No pathological changes in the main organs or abnormal serum markers were observed in any of the meropenem-treated rats. The IA group required the lowest amount of meropenem, followed by the IP and IP + IA groups.

Conclusion: IA-only meropenem with a two-week treatment course was effective and safe for PJI control following one-stage revision in a rat model, with less meropenem use.

目的:治疗革兰氏阴性(GN)假体周围关节感染(PJI)的最佳抗生素类型及其给药途径仍存在争议。本研究旨在确定与临床 GN-PJI 相关的 GN 细菌种类和抗菌药耐药率,并确定在 GN 病原体诱导的全膝关节置换术 PJI 大鼠模型中,一期翻修后关节内注射(IA)抗生素的有效性和安全性:方法:回顾性招募了2015年2月至2021年12月期间感染GN细菌的36例连续PJI患者,以分析GN细菌种类参与情况和抗菌药耐药率。对 GN 细菌种类进行抗生素敏感性检测,筛选出最敏感的抗生素,然后用于治疗最常见的 GN 病原体诱导的 PJI 大鼠模型。大鼠被随机分为 PJI 对照组或三个美罗培南组(腹腔注射(IP)组、IA 组和 IP + IA 组)。治疗两周后,对感染控制水平、副作用和抗生素用量进行评估:结果:大肠埃希菌是 GN-PJI 最常见的病原体,美罗培南是最敏感的抗生素。美罗培南可明显改善血清炎症指标、负重活动和 Rissing 评分,尤其是在 IA 组和 IP + IA 组(P < 0.05)。IA组中的美罗培南可根除软组织、骨骼和假体表面的大肠杆菌,效果与IP + IA组相同。放射学结果显示,IA 和 IP + IA 美罗培南能有效缓解骨损伤。血栓素和伊红染色也显示,IA 和 IP + IA 美罗培南改善了滑膜炎症和骨质破坏。经美罗培南治疗的大鼠的主要器官均未出现病理变化或血清指标异常。IA组所需的美罗培南用量最少,其次是IP组和IP+IA组:结论:在大鼠模型中,仅使用美罗培南进行为期两周的IA治疗可有效、安全地控制一期翻修后的PJI,且美罗培南用量较少。
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引用次数: 0
Synovial vancomycin and meropenem concentrations in periprosthetic joint infection treated by single-stage revision combined with intra-articular infusion. 通过单阶段翻修联合关节内输液治疗假体周围关节感染时的滑膜万古霉素和美罗培南浓度。
IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-10-02 DOI: 10.1302/2046-3758.1310.BJR-2024-0024.R2
Chen Zou, Wentao Guo, Wenbo Mu, Tuerhongjiang Wahafu, Yicheng Li, Long Hua, Boyong Xu, Li Cao

Aims: We aimed to determine the concentrations of synovial vancomycin and meropenem in patients treated by single-stage revision combined with intra-articular infusion following periprosthetic joint infection (PJI), thereby validating this drug delivery approach.

Methods: We included 14 patients with PJI as noted in their medical records between November 2021 and August 2022, comprising eight hip and seven knee joint infections, with one patient experiencing bilateral knee infections. The patients underwent single-stage revision surgery, followed by intra-articular infusion of vancomycin and meropenem (50,000 µg/ml). Synovial fluid samples were collected to assess antibiotic concentrations using high-performance liquid chromatography.

Results: The peak concentrations of vancomycin and meropenem in the joint cavity were observed at one hour post-injection, with mean values of 14,933.9 µg/ml (SD 10,176.3) and 5,819.1 µg/ml (SD 6,029.8), respectively. The trough concentrations at 24 hours were 5,495.0 µg/ml (SD 2,360.5) for vancomycin and 186.4 µg/ml (SD 254.3) for meropenem. The half-life of vancomycin was 6 hours, while that of meropenem ranged between 2 and 3.5 hours. No significant adverse events related to the antibiotic administration were observed.

Conclusion: This method can achieve sustained high antibiotic concentrations within the joint space, exceeding the reported minimum biofilm eradication concentration. Our study highlights the remarkable effectiveness of intra-articular antibiotic infusion in delivering high intra-articular concentrations of antibiotics. The method provided sustained high antibiotic concentrations within the joint cavity, and no severe side-effects were observed. These findings offer evidence to improve clinical treatment strategies. However, further validation is required through studies with larger sample sizes and higher levels of evidence.

目的:我们旨在确定假体周围关节感染(PJI)后通过单阶段翻修结合关节内输注治疗的患者滑膜万古霉素和美罗培南的浓度,从而验证这种给药方法:我们纳入了 14 名在 2021 年 11 月至 2022 年 8 月期间病历中记录的 PJI 患者,包括 8 名髋关节感染患者和 7 名膝关节感染患者,其中一名患者为双侧膝关节感染。患者接受了单阶段翻修手术,随后在关节内输注万古霉素和美罗培南(50,000 µg/ml)。采集滑膜液样本,使用高效液相色谱法评估抗生素浓度:关节腔内万古霉素和美罗培南的峰值浓度出现在注射后一小时,平均值分别为14,933.9 µg/ml(标清10,176.3)和5,819.1 µg/ml(标清6,029.8)。万古霉素和美罗培南在24小时内的谷浓度分别为5495.0微克/毫升(标清2360.5)和186.4微克/毫升(标清254.3)。万古霉素的半衰期为 6 小时,而美罗培南的半衰期为 2 至 3.5 小时。没有观察到与抗生素用药相关的重大不良反应:结论:这种方法可以在关节间隙内实现持续的高抗生素浓度,超过所报道的最小生物膜根除浓度。我们的研究强调了关节腔内输注抗生素在提供关节腔内高浓度抗生素方面的显著效果。这种方法能在关节腔内持续提供高浓度的抗生素,而且没有观察到严重的副作用。这些发现为改进临床治疗策略提供了证据。不过,还需要通过样本量更大、证据级别更高的研究来进一步验证。
{"title":"Synovial vancomycin and meropenem concentrations in periprosthetic joint infection treated by single-stage revision combined with intra-articular infusion.","authors":"Chen Zou, Wentao Guo, Wenbo Mu, Tuerhongjiang Wahafu, Yicheng Li, Long Hua, Boyong Xu, Li Cao","doi":"10.1302/2046-3758.1310.BJR-2024-0024.R2","DOIUrl":"10.1302/2046-3758.1310.BJR-2024-0024.R2","url":null,"abstract":"<p><strong>Aims: </strong>We aimed to determine the concentrations of synovial vancomycin and meropenem in patients treated by single-stage revision combined with intra-articular infusion following periprosthetic joint infection (PJI), thereby validating this drug delivery approach.</p><p><strong>Methods: </strong>We included 14 patients with PJI as noted in their medical records between November 2021 and August 2022, comprising eight hip and seven knee joint infections, with one patient experiencing bilateral knee infections. The patients underwent single-stage revision surgery, followed by intra-articular infusion of vancomycin and meropenem (50,000 µg/ml). Synovial fluid samples were collected to assess antibiotic concentrations using high-performance liquid chromatography.</p><p><strong>Results: </strong>The peak concentrations of vancomycin and meropenem in the joint cavity were observed at one hour post-injection, with mean values of 14,933.9 µg/ml (SD 10,176.3) and 5,819.1 µg/ml (SD 6,029.8), respectively. The trough concentrations at 24 hours were 5,495.0 µg/ml (SD 2,360.5) for vancomycin and 186.4 µg/ml (SD 254.3) for meropenem. The half-life of vancomycin was 6 hours, while that of meropenem ranged between 2 and 3.5 hours. No significant adverse events related to the antibiotic administration were observed.</p><p><strong>Conclusion: </strong>This method can achieve sustained high antibiotic concentrations within the joint space, exceeding the reported minimum biofilm eradication concentration. Our study highlights the remarkable effectiveness of intra-articular antibiotic infusion in delivering high intra-articular concentrations of antibiotics. The method provided sustained high antibiotic concentrations within the joint cavity, and no severe side-effects were observed. These findings offer evidence to improve clinical treatment strategies. However, further validation is required through studies with larger sample sizes and higher levels of evidence.</p>","PeriodicalId":9074,"journal":{"name":"Bone & Joint Research","volume":"13 10","pages":"535-545"},"PeriodicalIF":4.7,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11444796/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142364293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Low incidence of acute kidney injury with combined intravenous and topical antibiotic infusions in periprosthetic joint infection after total knee arthroplasty. 全膝关节置换术后假体周围关节感染时联合静脉注射和局部注射抗生素的急性肾损伤发生率低。
IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-10-01 DOI: 10.1302/2046-3758.1310.BJR-2024-0114.R1
Wenbo Mu, Boyong Xu, Fei Wang, Yilixiati Maimaitiaimaier, Chen Zou, Li Cao

Aims: This study aimed to assess the risk of acute kidney injury (AKI) associated with combined intravenous (IV) and topical antibiotic therapy in patients undergoing treatment for periprosthetic joint infections (PJIs) following total knee arthroplasty (TKA), utilizing the Kidney Disease: Improving Global Outcomes (KDIGO) criteria for classification.

Methods: We conducted a retrospective analysis of 162 knees (162 patients) that received treatment for PJI post-TKA with combined IV and topical antibiotic infusions at a single academic hospital from 1 January 2010 to 31 December 2022. The incidence of AKI was evaluated using the KDIGO criteria, focussing on the identification of significant predictors and the temporal pattern of AKI development.

Results: AKI was identified in 9.26% (15/162) of the cohort, predominantly presenting as stage 1 AKI, which was transient in nature and resolved prior to discharge. The analysis highlighted moderate anaemia and lower baseline serum creatinine levels as significant predictors for the development of AKI. Notably, the study found no instances of severe complications such as wound dehiscence, skin erosion, or the need for haemodialysis following treatment.

Conclusion: The findings suggest that the combined use of IV and topical antibiotic therapy in the management of PJIs post-TKA is associated with a low incidence of primarily transient stage 1 AKI. This indicates a potentially favourable renal safety profile, advocating for further research to confirm these outcomes and potentially influence treatment protocols in PJI management.

目的:本研究旨在利用肾脏疾病全球疗效改善(KDIGO)分类标准,评估在接受全膝关节置换术(TKA)后假体周围关节感染(PJI)治疗的患者中,联合静脉注射(IV)和局部抗生素治疗与急性肾损伤(AKI)相关的风险:方法:我们对 2010 年 1 月 1 日至 2022 年 12 月 31 日期间在一家学术医院接受静脉和局部联合抗生素输注治疗的 162 个膝关节(162 名患者)进行了回顾性分析。采用 KDIGO 标准评估了 AKI 的发生率,重点是确定重要的预测因素和 AKI 发生的时间模式:结果:9.26%的患者(15/162)出现了 AKI,主要表现为 1 期 AKI,这种 AKI 是一过性的,出院前即可缓解。分析结果表明,中度贫血和较低的血清肌酐基线水平是发生 AKI 的重要预测因素。值得注意的是,研究没有发现伤口开裂、皮肤侵蚀等严重并发症,也没有发现治疗后需要进行血液透析:研究结果表明,在治疗 TKA 术后 PJI 时联合使用静脉注射和局部抗生素疗法与较低的一过性 AKI 发生率有关。这表明该疗法具有潜在的肾脏安全性,因此需要进一步研究以确认这些结果,并对 PJI 治疗方案产生潜在影响。
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引用次数: 0
A mixed-methods approach exploring acceptability and feasibility of trials designed to test drugs targeting prevention of post-traumatic osteoarthritis after knee injury. 采用混合方法探讨旨在测试预防膝关节损伤后创伤性骨关节炎药物的试验的可接受性和可行性。
IF 4.6 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-09-19 DOI: 10.1302/2046-3758.139.bjr-2024-0109
Raneem Kalsoum,Catherine J Minns Lowe,Sophie Gilbert,Andrew W McCaskie,Martyn Snow,Karina Wright,Geoff Bruce,Deborah J Mason,Fiona E Watt
AimsTo explore key stakeholder views around feasibility and acceptability of trials seeking to prevent post-traumatic osteoarthritis (PTOA) following knee injury, and provide guidance for next steps in PTOA trial design.MethodsHealthcare professionals, clinicians, and/or researchers (HCP/Rs) were surveyed, and the data were presented at a congress workshop. A second and related survey was then developed for people with joint damage caused by knee injury and/or osteoarthritis (PJDs), who were approached by a UK Charity newsletter or Oxford involvement registry. Anonymized data were collected and analyzed in Qualtrics.ResultsSurvey responses (n = 19 HCP/Rs, 39 PJDs) supported studies testing pharmacological agents preventing PTOA. All HCP/Rs and 30/31 (97%) PJDs supported the development of new treatments that improved or delayed knee symptoms and damage to knee structure. PJDs thought that improving structural knee damage was more important than knee symptoms. Both groups found studies more acceptable as expected future benefit and risk of PTOA increased. All drug delivery routes were acceptable. Workshop participants (around n = 60) reflected survey views. Discussions suggested that stratifying using molecular testing for likely drug response appeared to be more acceptable than using characteristics such as sex, age, and BMI.ConclusionOur findings supported PTOA drug intervention studies, including situations where there is low risk of disease, no expected benefit of treatment, and frequent treatment administration. PJDs appeared less risk-averse than HCP/Rs. This work reinforces the benefits of consensus and involvement work in the co-creation of PTOA drug trial design. Involvement of key stakeholders, such as PJDs with different risks of OA and regulatory representatives, are critical for trial design success.
方法对医护人员、临床医生和/或研究人员(HCP/Rs)进行了调查,并在大会研讨会上展示了调查数据。然后,针对膝关节损伤和/或骨关节炎(PJDs)引起的关节损伤患者进行了第二次相关调查,这些患者是通过英国慈善通讯或牛津大学参与登记处联系到的。Qualtrics对匿名数据进行了收集和分析。结果调查回复(n = 19 HCP/Rs,39 PJDs)支持对预防PTOA的药物进行测试研究。所有 HCP/Rs 和 30/31 (97%) PJDs 都支持开发能够改善或延缓膝关节症状和膝关节结构损伤的新疗法。PJDs 认为改善膝关节结构损伤比膝关节症状更重要。随着未来预期获益和 PTOA 风险的增加,这两类人都认为研究更容易被接受。所有给药途径均可接受。研讨会与会者(约 n = 60)反映了调查意见。讨论表明,与使用性别、年龄和体重指数等特征相比,使用分子检测对可能的药物反应进行分层似乎更容易接受。与 HCP/Rs 相比,PJDs 的风险规避程度较低。这项工作加强了在共同创建 PTOA 药物试验设计过程中达成共识和参与工作的益处。关键利益相关者(如具有不同 OA 风险的 PJD 和监管代表)的参与对于试验设计的成功至关重要。
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引用次数: 0
The Clinical Practice Integration of Artificial Intelligence (CPI-AI) framework. 人工智能临床实践整合(CPI-AI)框架。
IF 4.6 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-09-18 DOI: 10.1302/2046-3758.139.bjr-2024-0135.r1
Luke Farrow,Dominic Meek,Georgios Leontidis,Marion Campbell,Ewen Harrison,Lesley Anderson
Despite the vast quantities of published artificial intelligence (AI) algorithms that target trauma and orthopaedic applications, very few progress to inform clinical practice. One key reason for this is the lack of a clear pathway from development to deployment. In order to assist with this process, we have developed the Clinical Practice Integration of Artificial Intelligence (CPI-AI) framework - a five-stage approach to the clinical practice adoption of AI in the setting of trauma and orthopaedics, based on the IDEAL principles (https://www.ideal-collaboration.net/). Adherence to the framework would provide a robust evidence-based mechanism for developing trust in AI applications, where the underlying algorithms are unlikely to be fully understood by clinical teams.
尽管针对创伤和骨科应用发布了大量人工智能(AI)算法,但能为临床实践提供参考的算法却寥寥无几。其中一个关键原因是缺乏从开发到部署的清晰路径。为了协助完成这一过程,我们开发了人工智能临床实践整合(CPI-AI)框架--基于 IDEAL 原则(https://www.ideal-collaboration.net/),在创伤和骨科临床实践中采用人工智能的五阶段方法。遵守该框架将为建立对人工智能应用的信任提供一个强有力的循证机制,因为临床团队不太可能完全理解其底层算法。
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引用次数: 0
Clinical, oncological, and prognostic differences of patients with subsequent skeletal-related events in bone metastases. 骨转移患者后续骨骼相关事件的临床、肿瘤学和预后差异。
IF 4.7 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-09-16 DOI: 10.1302/2046-3758.139.BJR-2023-0372.R1
Hsiang-Chieh Hsieh, Hung-Kuan Yen, Wen-Tung Hsieh, Ching-Wei Lin, Yu-Ting Pan, Fu-Shan Jaw, Stein J Janssen, Wei-Hsin Lin, Ming-Hsiao Hu, Olivier Groot

Aims: Advances in treatment have extended the life expectancy of patients with metastatic bone disease (MBD). Patients could experience more skeletal-related events (SREs) as a result of this progress. Those who have already experienced a SRE could encounter another local management for a subsequent SRE, which is not part of the treatment for the initial SRE. However, there is a noted gap in research on the rate and characteristics of subsequent SREs requiring further localized treatment, obligating clinicians to extrapolate from experiences with initial SREs when confronting subsequent ones. This study aimed to investigate the proportion of MBD patients developing subsequent SREs requiring local treatment, examine if there are prognostic differences at the initial treatment between those with single versus subsequent SREs, and determine if clinical, oncological, and prognostic features differ between initial and subsequent SRE treatments.

Methods: This retrospective study included 3,814 adult patients who received local treatment - surgery and/or radiotherapy - for bone metastasis between 1 January 2010 and 31 December 2019. All included patients had at least one SRE requiring local treatment. A subsequent SRE was defined as a second SRE requiring local treatment. Clinical, oncological, and prognostic features were compared between single SREs and subsequent SREs using Mann-Whitney U test, Fisher's exact test, and Kaplan-Meier curve.

Results: Of the 3,814 patients with SREs, 3,159 (83%) patients had a single SRE and 655 (17%) patients developed a subsequent SRE. Patients who developed subsequent SREs generally had characteristics that favoured longer survival, such as higher BMI, higher albumin levels, fewer comorbidities, or lower neutrophil count. Once the patient got to the point of subsequent SRE, their clinical and oncological characteristics and one-year survival (28%) were not as good as those with only a single SRE (35%; p < 0.001), indicating that clinicians' experiences when treating the initial SRE are not similar when treating a subsequent SRE.

Conclusion: This study found that 17% of patients required treatments for a second, subsequent SRE, and the current clinical guideline did not provide a specific approach to this clinical condition. We observed that referencing the initial treatment, patients in the subsequent SRE group had longer six-week, 90-day, and one-year median survival than patients in the single SRE group. Once patients develop a subsequent SRE, they have a worse one-year survival rate than those who receive treatment for a single SRE. Future research should identify prognostic factors and assess the applicability of existing survival prediction models for better management of subsequent SREs.

目的:治疗方法的进步延长了转移性骨病(MBD)患者的预期寿命。由于这种进步,患者可能会经历更多骨骼相关事件(SRE)。那些已经经历过一次 SRE 的患者可能会因后续的 SRE 而遭遇另一次局部治疗,而这并不是最初 SRE 治疗的一部分。然而,关于需要进一步局部治疗的后续 SRE 的发生率和特征的研究却存在明显的空白,这使得临床医生在面对后续 SRE 时不得不根据初次 SRE 的经验进行推断。本研究旨在调查 MBD 患者发生需要局部治疗的继发性 SRE 的比例,研究初次治疗与继发性 SRE 患者的预后是否存在差异,并确定初次治疗与继发性 SRE 治疗的临床、肿瘤学和预后特征是否存在差异:这项回顾性研究纳入了2010年1月1日至2019年12月31日期间因骨转移而接受局部治疗(手术和/或放疗)的3814名成年患者。所有纳入的患者至少有一次需要接受局部治疗的骨转移灶。随后的 SRE 被定义为需要进行局部治疗的第二次 SRE。使用 Mann-Whitney U 检验、费雪精确检验和 Kaplan-Meier 曲线比较了单次 SRE 和后续 SRE 的临床、肿瘤学和预后特征:在 3,814 例 SRE 患者中,3,159 例(83%)患者发生过单次 SRE,655 例(17%)患者随后发生了 SRE。继发SRE的患者通常具有有利于延长生存期的特征,如较高的体重指数、较高的白蛋白水平、较少的合并症或较低的中性粒细胞计数。一旦患者出现后续SRE,其临床和肿瘤学特征以及一年生存率(28%)都不如仅有一次SRE的患者(35%;P < 0.001),这表明临床医生在治疗初次SRE时的经验与治疗后续SRE时的经验并不相同:本研究发现,17% 的患者需要对第二次、后续的 SRE 进行治疗,而目前的临床指南并未针对这一临床状况提供具体的方法。我们观察到,参照初次治疗,后继 SRE 组患者的 6 周、90 天和 1 年中位生存期均长于单次 SRE 组患者。一旦患者出现继发性 SRE,他们的一年生存率比接受单一 SRE 治疗的患者更差。未来的研究应确定预后因素并评估现有生存预测模型的适用性,以便更好地管理后续的 SRE。
{"title":"Clinical, oncological, and prognostic differences of patients with subsequent skeletal-related events in bone metastases.","authors":"Hsiang-Chieh Hsieh, Hung-Kuan Yen, Wen-Tung Hsieh, Ching-Wei Lin, Yu-Ting Pan, Fu-Shan Jaw, Stein J Janssen, Wei-Hsin Lin, Ming-Hsiao Hu, Olivier Groot","doi":"10.1302/2046-3758.139.BJR-2023-0372.R1","DOIUrl":"https://doi.org/10.1302/2046-3758.139.BJR-2023-0372.R1","url":null,"abstract":"<p><strong>Aims: </strong>Advances in treatment have extended the life expectancy of patients with metastatic bone disease (MBD). Patients could experience more skeletal-related events (SREs) as a result of this progress. Those who have already experienced a SRE could encounter another local management for a subsequent SRE, which is not part of the treatment for the initial SRE. However, there is a noted gap in research on the rate and characteristics of subsequent SREs requiring further localized treatment, obligating clinicians to extrapolate from experiences with initial SREs when confronting subsequent ones. This study aimed to investigate the proportion of MBD patients developing subsequent SREs requiring local treatment, examine if there are prognostic differences at the initial treatment between those with single versus subsequent SREs, and determine if clinical, oncological, and prognostic features differ between initial and subsequent SRE treatments.</p><p><strong>Methods: </strong>This retrospective study included 3,814 adult patients who received local treatment - surgery and/or radiotherapy - for bone metastasis between 1 January 2010 and 31 December 2019. All included patients had at least one SRE requiring local treatment. A subsequent SRE was defined as a second SRE requiring local treatment. Clinical, oncological, and prognostic features were compared between single SREs and subsequent SREs using Mann-Whitney U test, Fisher's exact test, and Kaplan-Meier curve.</p><p><strong>Results: </strong>Of the 3,814 patients with SREs, 3,159 (83%) patients had a single SRE and 655 (17%) patients developed a subsequent SRE. Patients who developed subsequent SREs generally had characteristics that favoured longer survival, such as higher BMI, higher albumin levels, fewer comorbidities, or lower neutrophil count. Once the patient got to the point of subsequent SRE, their clinical and oncological characteristics and one-year survival (28%) were not as good as those with only a single SRE (35%; p < 0.001), indicating that clinicians' experiences when treating the initial SRE are not similar when treating a subsequent SRE.</p><p><strong>Conclusion: </strong>This study found that 17% of patients required treatments for a second, subsequent SRE, and the current clinical guideline did not provide a specific approach to this clinical condition. We observed that referencing the initial treatment, patients in the subsequent SRE group had longer six-week, 90-day, and one-year median survival than patients in the single SRE group. Once patients develop a subsequent SRE, they have a worse one-year survival rate than those who receive treatment for a single SRE. Future research should identify prognostic factors and assess the applicability of existing survival prediction models for better management of subsequent SREs.</p>","PeriodicalId":9074,"journal":{"name":"Bone & Joint Research","volume":"13 9","pages":"497-506"},"PeriodicalIF":4.7,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11402515/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142280206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The role of limb alignment on natural tibiofemoral kinematics and kinetics. 肢体排列对自然胫骨股骨运动学和动力学的作用。
IF 4.6 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-09-13 DOI: 10.1302/2046-3758.139.bjr-2023-0162.r3
Barbara Postolka,William R Taylor,Sandro F Fucentese,Renate List,Pascal Schütz
AimsThis study aimed to analyze kinematics and kinetics of the tibiofemoral joint in healthy subjects with valgus, neutral, and varus limb alignment throughout multiple gait activities using dynamic videofluoroscopy.MethodsFive subjects with valgus, 12 with neutral, and ten with varus limb alignment were assessed during multiple complete cycles of level walking, downhill walking, and stair descent using a combination of dynamic videofluoroscopy, ground reaction force plates, and optical motion capture. Following 2D/3D registration, tibiofemoral kinematics and kinetics were compared between the three limb alignment groups.ResultsNo significant differences for the rotational or translational patterns between the different limb alignment groups were found for level walking, downhill walking, or stair descent. Neutral and varus aligned subjects showed a mean centre of rotation located on the medial condyle for the loaded stance phase of all three gait activities. Valgus alignment, however, resulted in a centrally located centre of rotation for level and downhill walking, but a more medial centre of rotation during stair descent. Knee adduction/abduction moments were significantly influenced by limb alignment, with an increasing knee adduction moment from valgus through neutral to varus.ConclusionLimb alignment was not reflected in the condylar kinematics, but did significantly affect the knee adduction moment. Variations in frontal plane limb alignment seem not to be a main modulator of condylar kinematics. The presented data provide insights into the influence of anatomical parameters on tibiofemoral kinematics and kinetics towards enhancing clinical decision-making and surgical restoration of natural knee joint motion and loading.
方法采用动态视频荧光镜、地面反作用力板和光学运动捕捉相结合的方法,在平地行走、下坡行走和下楼梯的多个完整周期中对 5 名肢体外翻、12 名肢体中性和 10 名肢体内翻的受试者进行评估。结果在平地行走、下坡行走和下楼梯时,不同肢体排列组之间的旋转或平移模式没有发现明显差异。中立对齐和外翻对齐的受试者在所有三种步态活动的负重站立阶段的平均旋转中心都位于内侧髁上。而外翻对齐的受试者在平地和下坡行走时旋转中心位于中央,但在下楼梯时旋转中心更偏向内侧。膝关节内收/外展力矩受到肢体排列的显著影响,从外翻到中性再到内翻,膝关节内收力矩不断增加。额平面肢体排列的变化似乎不是髁运动学的主要调节因素。所提供的数据有助于深入了解解剖参数对胫骨股骨运动学和动力学的影响,从而提高临床决策和手术恢复膝关节自然运动和负荷的能力。
{"title":"The role of limb alignment on natural tibiofemoral kinematics and kinetics.","authors":"Barbara Postolka,William R Taylor,Sandro F Fucentese,Renate List,Pascal Schütz","doi":"10.1302/2046-3758.139.bjr-2023-0162.r3","DOIUrl":"https://doi.org/10.1302/2046-3758.139.bjr-2023-0162.r3","url":null,"abstract":"AimsThis study aimed to analyze kinematics and kinetics of the tibiofemoral joint in healthy subjects with valgus, neutral, and varus limb alignment throughout multiple gait activities using dynamic videofluoroscopy.MethodsFive subjects with valgus, 12 with neutral, and ten with varus limb alignment were assessed during multiple complete cycles of level walking, downhill walking, and stair descent using a combination of dynamic videofluoroscopy, ground reaction force plates, and optical motion capture. Following 2D/3D registration, tibiofemoral kinematics and kinetics were compared between the three limb alignment groups.ResultsNo significant differences for the rotational or translational patterns between the different limb alignment groups were found for level walking, downhill walking, or stair descent. Neutral and varus aligned subjects showed a mean centre of rotation located on the medial condyle for the loaded stance phase of all three gait activities. Valgus alignment, however, resulted in a centrally located centre of rotation for level and downhill walking, but a more medial centre of rotation during stair descent. Knee adduction/abduction moments were significantly influenced by limb alignment, with an increasing knee adduction moment from valgus through neutral to varus.ConclusionLimb alignment was not reflected in the condylar kinematics, but did significantly affect the knee adduction moment. Variations in frontal plane limb alignment seem not to be a main modulator of condylar kinematics. The presented data provide insights into the influence of anatomical parameters on tibiofemoral kinematics and kinetics towards enhancing clinical decision-making and surgical restoration of natural knee joint motion and loading.","PeriodicalId":9074,"journal":{"name":"Bone & Joint Research","volume":"18 1","pages":"485-496"},"PeriodicalIF":4.6,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142255548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of age-related genes in rotator cuff tendon. 鉴定肩袖肌腱中与年龄相关的基因
IF 4.6 2区 医学 Q2 CELL & TISSUE ENGINEERING Pub Date : 2024-09-10 DOI: 10.1302/2046-3758.139.bjr-2023-0398.r1
Yibin Liu,Xing Li,Lei Jiang,Jinjin Ma
AimsRotator cuff tear (RCT) is the leading cause of shoulder pain, primarily associated with age-related tendon degeneration. This study aimed to elucidate the potential differential gene expressions in tendons across different age groups, and to investigate their roles in tendon degeneration.MethodsLinear regression and differential expression (DE) analyses were performed on two transcriptome profiling datasets of torn supraspinatus tendons to identify age-related genes. Subsequent functional analyses were conducted on these candidate genes to explore their potential roles in tendon ageing. Additionally, a secondary DE analysis was performed on candidate genes by comparing their expressions between lesioned and normal tendons to explore their correlations with RCTs.ResultsWe identified 49 genes in torn supraspinatus tendons associated with advancing age. Among them, five age-related genes showed DE in lesioned tendons compared to normal tendons. Functional analyses and previous studies have highlighted their specific enrichments in biological functions, such as muscle development (e.g. myosin heavy chain 3 (MYH3)), transcription regulation (e.g. CCAAT enhancer binding brotein delta (CEBPD)), and metal ion homeostasis (e.g. metallothionein 1X (MT1X)).ConclusionThis study uncovered molecular aspects of tendon ageing and their potential links to RCT development, offering insights for targeted interventions. These findings enhance our understanding of the mechanisms of tendon degeneration, allowing potential strategies to be made for reducing the incidence of RCT.
目的肩袖撕裂(RCT)是肩部疼痛的主要原因,主要与年龄相关的肌腱退化有关。本研究旨在阐明不同年龄组肌腱中潜在的差异基因表达,并研究它们在肌腱退化中的作用。方法对撕裂的冈上肌腱的两个转录组数据集进行线性回归和差异表达分析,以确定与年龄相关的基因。随后对这些候选基因进行了功能分析,以探索它们在肌腱老化中的潜在作用。此外,通过比较病变肌腱和正常肌腱的表达情况,对候选基因进行了二次 DE 分析,以探讨它们与 RCTs 的相关性。其中,与正常肌腱相比,5 个与年龄相关的基因在病变肌腱中表现为 DE。功能分析和先前的研究强调了这些基因在肌肉发育(如肌球蛋白重链 3 (MYH3))、转录调控(如 CCAAT 增强子结合蛋白 delta (CEBPD))和金属离子稳态(如金属硫蛋白 1X (MT1X))等生物功能中的特异性富集。这些发现加深了我们对肌腱变性机制的了解,从而为降低 RCT 的发病率制定了潜在的策略。
{"title":"Identification of age-related genes in rotator cuff tendon.","authors":"Yibin Liu,Xing Li,Lei Jiang,Jinjin Ma","doi":"10.1302/2046-3758.139.bjr-2023-0398.r1","DOIUrl":"https://doi.org/10.1302/2046-3758.139.bjr-2023-0398.r1","url":null,"abstract":"AimsRotator cuff tear (RCT) is the leading cause of shoulder pain, primarily associated with age-related tendon degeneration. This study aimed to elucidate the potential differential gene expressions in tendons across different age groups, and to investigate their roles in tendon degeneration.MethodsLinear regression and differential expression (DE) analyses were performed on two transcriptome profiling datasets of torn supraspinatus tendons to identify age-related genes. Subsequent functional analyses were conducted on these candidate genes to explore their potential roles in tendon ageing. Additionally, a secondary DE analysis was performed on candidate genes by comparing their expressions between lesioned and normal tendons to explore their correlations with RCTs.ResultsWe identified 49 genes in torn supraspinatus tendons associated with advancing age. Among them, five age-related genes showed DE in lesioned tendons compared to normal tendons. Functional analyses and previous studies have highlighted their specific enrichments in biological functions, such as muscle development (e.g. myosin heavy chain 3 (MYH3)), transcription regulation (e.g. CCAAT enhancer binding brotein delta (CEBPD)), and metal ion homeostasis (e.g. metallothionein 1X (MT1X)).ConclusionThis study uncovered molecular aspects of tendon ageing and their potential links to RCT development, offering insights for targeted interventions. These findings enhance our understanding of the mechanisms of tendon degeneration, allowing potential strategies to be made for reducing the incidence of RCT.","PeriodicalId":9074,"journal":{"name":"Bone & Joint Research","volume":"98 1","pages":"474-484"},"PeriodicalIF":4.6,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142190271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Bone & Joint Research
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