Arthritis, rheumatoid

关节炎,
  • 文章类型: Case Reports
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  • 文章类型: Journal Article
    定量评估与类风湿性关节炎(RA)相关的间质性肺病(ILD)的严重程度并预测其死亡率对临床医生来说是一个挑战。本研究旨在通过使用ILD-GAP(性别,年龄,和肺生理学)用于临床管理的指标体系。
    采用ILD-GAP指标体系对RA-ILD患者的胸部CT图像进行回顾性分析和分期。然后将平衡的数据集以7:3的比例分为训练和测试队列。使用人口统计学和血清分析数据创建临床因素模型,并且从CT图像中提取的影像组学特征开发了影像组学特征。结合影像组学特征和独立的临床因素,根据Rad评分和临床因素建立列线图模型.通过工作特性曲线测量模型能力,校准曲线和判定曲线分析。
    总共177例患者分为两组(I组,n=107;第二组,n=63)。KrebsvondenLungen-6和19个影像组学特征被用来构建列线图,在训练队列中显示出良好的校准和辨别[AUC,0.948(95%CI:0.910-0.986)]和测试验证队列[AUC,0.923(95%CI:0.853-0.993)]。决策曲线分析表明,列线图在临床有用性方面表现良好。
    基于CT的影像组学列线图模型在预测低风险RA-ILD患者方面取得了良好的疗效。
    UNASSIGNED: Quantitatively assess the severity and predict the mortality of interstitial lung disease (ILD) associated with Rheumatoid arthritis (RA) was a challenge for clinicians. This study aimed to construct a radiomics nomogram based on chest computed tomography (CT) imaging by using the ILD-GAP (gender, age, and pulmonary physiology) index system for clinical management.
    UNASSIGNED: Chest CT images of patients with RA-ILD were retrospectively analyzed and staged using the ILD-GAP index system. The balanced dataset was then divided into training and testing cohorts at a 7:3 ratio. A clinical factor model was created using demographic and serum analysis data, and a radiomics signature was developed from radiomics features extracted from the CT images. Combined with the radiomics signature and independent clinical factors, a nomogram model was established based on the Rad-score and clinical factors. The model capabilities were measured by operating characteristic curves, calibration curves and decision curves analyses.
    UNASSIGNED: A total of 177 patients were divided into two groups (Group I, n = 107; Group II, n = 63). Krebs von den Lungen-6, and nineteen radiomics features were used to build the nomogram, which showed favorable calibration and discrimination in the training cohort [AUC, 0.948 (95% CI: 0.910-0.986)] and the testing validation cohort [AUC, 0.923 (95% CI: 0.853-0.993)]. Decision curve analysis demonstrated that the nomogram performed well in terms of clinical usefulness.
    UNASSIGNED: The CT-based radiomics nomogram model achieved favorable efficacy in predicting low-risk RA-ILD patients.
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  • 文章类型: Journal Article
    类风湿性关节炎(RA)和关节纤维化(AF)都是导致关节僵硬和挛缩的慢性滑膜增生疾病。他们在发病机理上有相似的症状和许多共同特征。我们的研究旨在对RA和AF进行综合分析,并确定临床使用的新药。基于文本挖掘方法,我们对包括关节纤维化在内的12种常见关节疾病进行了相关性分析,痛风性关节炎,感染性关节炎,幼年特发性关节炎,骨关节炎,感染后的关节病,创伤后骨关节炎,银屑病关节炎,反应性关节炎,类风湿性关节炎,化脓性关节炎,和短暂性关节炎。整合并分析RA和AF的5个批量测序数据集和4个单细胞测序数据集。发现了一种用于药物筛选的新型药物重定位方法,和文本挖掘方法被用来验证识别的药物。在所有12种关节疾病中,RA和AF的基因相似性最高(0.77)和功能本体相似性最高(0.84)。我们发现它们共享相同的关键致病细胞,包括CD34+成纤维细胞(CD34-SLF)和DKK3+成纤维细胞(DKK3-SLF)。利用这些关键致病细胞的差异表达基因(DEGs)建立了潜在的治疗靶标数据库(PTTD)。基于PTTD,确定了15种用于AF的潜在药物和16种用于RA的潜在药物。这项工作为AF和RA的研究提供了新的视角,从而增强了我们对其发病机理的理解。它还阐明了它们的潜在机制,并为药物重新定位研究开辟了新途径。
    Rheumatoid arthritis (RA) and arthrofibrosis (AF) are both chronic synovial hyperplasia diseases that result in joint stiffness and contractures. They shared similar symptoms and many common features in pathogenesis. Our study aims to perform a comprehensive analysis between RA and AF and identify novel drugs for clinical use. Based on the text mining approaches, we performed a correlation analysis of 12 common joint diseases including arthrofibrosis, gouty arthritis, infectious arthritis, juvenile idiopathic arthritis, osteoarthritis, post infectious arthropathies, post traumatic osteoarthritis, psoriatic arthritis, reactive arthritis, rheumatoid arthritis, septic arthritis, and transient arthritis. 5 bulk sequencing datasets and 4 single-cell sequencing datasets of RA and AF were integrated and analyzed. A novel drug repositioning method was found for drug screening, and text mining approaches were used to verify the identified drugs. RA and AF performed the highest gene similarity (0.77) and functional ontology similarity (0.84) among all 12 joint diseases. We figured out that they share the same key pathogenic cell including CD34 + sublining fibroblasts (CD34-SLF) and DKK3 + sublining fibroblasts (DKK3-SLF). Potential therapeutic target database (PTTD) was established with the differential expressed genes (DEGs) of these key pathogenic cells. Based on the PTTD, 15 potential drugs for AF and 16 potential drugs for RA were identified. This work provides a new perspective on AF and RA study which enhances our understanding of their pathogenesis. It also shed light on their underlying mechanism and open new avenues for drug repositioning studies.
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  • 文章类型: Journal Article
    临床研究表明,Aggregatibacter放线菌(A.放线菌)与侵袭性牙周炎有关,并可能引发或加剧类风湿性关节炎(RA)。然而,机制知之甚少。这里,我们表明,放线菌群全身性感染可引发小鼠抗胶原抗体诱导的关节炎(CAIA)模型中,IL-1β分泌和细胞浸润后,以依赖于caspase-11介导的巨噬细胞炎性小体活化的方式进展.多粘菌素B(PMB)的给药,氯喹,抗CD11b抗体抑制小鼠巨噬细胞和关节炎的炎症体激活,这表明,在巨噬细胞炎症体激活后,需要通过溶酶体降解细菌并通过CD11b侵入细胞溶胶中脂多糖(LPS)的识别才能引发关节炎。这些数据表明,抑制caspase-11介导的炎性体激活可增强由放线菌感染引起的RA的加重。这项工作强调了由于牙周炎相关的细菌感染而导致的炎症体激活如何使RA进展,并讨论了炎症体激活响应放线菌感染的机制。
    Clinical studies have shown that Aggregatibacter actinomycetemcomitans (A. actinomycetemcomitans) is associated with aggressive periodontitis and can potentially trigger or exacerbate rheumatoid arthritis (RA). However, the mechanism is poorly understood. Here, we show that systemic infection with A. actinomycetemcomitans triggers the progression of arthritis in mice anti-collagen antibody-induced arthritis (CAIA) model following IL-1β secretion and cell infiltration in paws in a manner that is dependent on caspase-11-mediated inflammasome activation in macrophages. The administration of polymyxin B (PMB), chloroquine, and anti-CD11b antibody suppressed inflammasome activation in macrophages and arthritis in mice, suggesting that the recognition of lipopolysaccharide (LPS) in the cytosol after bacterial degradation by lysosomes and invasion via CD11b are needed to trigger arthritis following inflammasome activation in macrophages. These data reveal that the inhibition of caspase-11-mediated inflammasome activation potentiates aggravation of RA induced by infection with A. actinomycetemcomitans. This work highlights how RA can be progressed by inflammasome activation as a result of periodontitis-associated bacterial infection and discusses the mechanism of inflammasome activation in response to infection with A. actinomycetemcomitans.
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  • 文章类型: Journal Article
    硫酸乙酰肝素(HS)蛋白聚糖是细胞对可溶性介质如趋化因子反应的重要调节因子,细胞因子和生长因子。我们分析了编码HS核心蛋白的基因表达的变化,巨噬细胞极化过程中的生物合成酶和修饰剂,并发现最受高度调节的基因是Sulf2,一种细胞外HS6-O-硫酸酯酶,在对促炎刺激的反应中明显下调。然后,我们产生了Sulf2+/-骨髓嵌合小鼠,并检查了抗原诱导的关节炎中的炎症反应,作为类风湿性关节炎的模型。髓样Sulf2+/-嵌合体的炎症消退受损,关节肿胀升高,滑膜组织中促关节炎Th17细胞的丰度增加。转录组学和体外分析表明,Sulf2缺乏增加了骨髓源性巨噬细胞中的I型干扰素信号,导致Th17诱导细胞因子IL6的表达升高。这表明Sulf2对HS的动态重塑限制了巨噬细胞中的I型干扰素信号传导,因此可以防止Th17驱动的病理学。
    Heparan sulfate (HS) proteoglycans are important regulators of cellular responses to soluble mediators such as chemokines, cytokines and growth factors. We profiled changes in expression of genes encoding HS core proteins, biosynthesis enzymes and modifiers during macrophage polarisation, and found that the most highly regulated gene was Sulf2, an extracellular HS 6-O-sulfatase that was markedly downregulated in response to pro-inflammatory stimuli. We then generated Sulf2+/- bone marrow chimeric mice and examined inflammatory responses in antigen-induced arthritis, as a model of rheumatoid arthritis. Resolution of inflammation was impaired in myeloid Sulf2+/- chimeras, with elevated joint swelling and increased abundance of pro-arthritic Th17 cells in synovial tissue. Transcriptomic and in vitro analyses indicated that Sulf2 deficiency increased type I interferon signaling in bone marrow-derived macrophages, leading to elevated expression of the Th17-inducing cytokine IL6. This establishes that dynamic remodeling of HS by Sulf2 limits type I interferon signaling in macrophages, and so protects against Th17-driven pathology.
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  • 文章类型: Journal Article
    免疫和代谢系统之间的相互作用可能在代谢综合征相关性类风湿性关节炎(MetS-RA)的发病机理中起着至关重要的作用。这项研究的目的是发现诊断也患有MetS的RA患者的候选生物标志物。
    从基因表达综合(GEO)数据库获得三个RA数据集和一个MetS数据集。差异表达分析,加权基因共表达网络分析(WGCNA),以及包括最小绝对收缩和选择算子(LASSO)回归和随机森林(RF)的机器学习算法被用来识别MetS-RA中的集线器基因。富集分析用于探索MetS和RA之间的潜在共同途径。应用受试者工作特征曲线来评估基于hub基因构建的列线图的诊断性能。蛋白质-蛋白质相互作用,连通性图(CMap)分析,和分子对接用于预测MetS-RA治疗的潜在小分子化合物。qRT-PCR用于验证MetS-RA的成纤维细胞样滑膜细胞(FLS)中hub基因的表达。小分子化合物对RA-FLS功能的影响通过伤口愈合测定和血管生成实验来评估。CIBERSORT算法用于探索MetS和RA中的免疫细胞浸润。
    MetS-RA关键基因主要富集在免疫细胞相关信号通路和免疫相关过程中。选择两个hub基因(TYK2和TRAF2)作为候选生物标志物,用于通过机器学习开发具有理想诊断性能的列线图,并证明具有较高的诊断价值(曲线下面积,TYK2,0.92;TRAF2,0.90)。qRT-PCR成果显示TYK2和TRAF2在MetS-RA-FLS中的表达显著高于非MetS-RA-FLS(nMetS-RA-FLS)。CMap分析和分子对接相结合预测喜树碱(CPT)是MetS-RA治疗的潜在药物。体外验证,观察到CPT抑制MetS-RA-FLS的细胞迁移能力和血管生成能力。免疫细胞浸润结果显示MetS和RA的免疫失调。
    在MetS-RA中鉴定出两个hub基因,根据它们建立了诊断RA和MetS的列线图,并预测了MetS-RA的潜在治疗性小分子化合物,这为未来MetS-RA的血清诊断和治疗干预提供了新的研究视角。
    UNASSIGNED: Interactions between the immune and metabolic systems may play a crucial role in the pathogenesis of metabolic syndrome-associated rheumatoid arthritis (MetS-RA). The purpose of this study was to discover candidate biomarkers for the diagnosis of RA patients who also had MetS.
    UNASSIGNED: Three RA datasets and one MetS dataset were obtained from the Gene Expression Omnibus (GEO) database. Differential expression analysis, weighted gene co-expression network analysis (WGCNA), and machine learning algorithms including Least Absolute Shrinkage and Selection Operator (LASSO) regression and Random Forest (RF) were employed to identify hub genes in MetS-RA. Enrichment analysis was used to explore underlying common pathways between MetS and RA. Receiver operating characteristic curves were applied to assess the diagnostic performance of nomogram constructed based on hub genes. Protein-protein interaction, Connectivity Map (CMap) analyses, and molecular docking were utilized to predict the potential small molecule compounds for MetS-RA treatment. qRT-PCR was used to verify the expression of hub genes in fibroblast-like synoviocytes (FLS) of MetS-RA. The effects of small molecule compounds on the function of RA-FLS were evaluated by wound-healing assays and angiogenesis experiments. The CIBERSORT algorithm was used to explore immune cell infiltration in MetS and RA.
    UNASSIGNED: MetS-RA key genes were mainly enriched in immune cell-related signaling pathways and immune-related processes. Two hub genes (TYK2 and TRAF2) were selected as candidate biomarkers for developing nomogram with ideal diagnostic performance through machine learning and proved to have a high diagnostic value (area under the curve, TYK2, 0.92; TRAF2, 0.90). qRT-PCR results showed that the expression of TYK2 and TRAF2 in MetS-RA-FLS was significantly higher than that in non-MetS-RA-FLS (nMetS-RA-FLS). The combination of CMap analysis and molecular docking predicted camptothecin (CPT) as a potential drug for MetS-RA treatment. In vitro validation, CPT was observed to suppress the cell migration capacity and angiogenesis capacity of MetS-RA-FLS. Immune cell infiltration results revealed immune dysregulation in MetS and RA.
    UNASSIGNED: Two hub genes were identified in MetS-RA, a nomogram for the diagnosis of RA and MetS was established based on them, and a potential therapeutic small molecule compound for MetS-RA was predicted, which offered a novel research perspective for future serum-based diagnosis and therapeutic intervention of MetS-RA.
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  • 文章类型: Journal Article
    类风湿性关节炎(RA)是一种慢性炎症性自身免疫性疾病,其病理机制复杂,涉及自身免疫反应,局部炎症和骨破坏。代谢途径在免疫相关疾病及其免疫反应中起重要作用。类风湿关节炎的发病机制可能与其代谢失调有关。此外,组织学技术,包括基因组学,转录组学,蛋白质组学和代谢组学,为全面分析生物系统中的分子变化提供强大的工具。本研究探讨了RA的分子和代谢机制,强调代谢失调在RA疾病过程中的核心作用,并强调代谢途径的复杂性,特别是滑膜组织的代谢重塑及其与细胞因子介导的炎症的关系。本文揭示了组织学技术在确定RA代谢相关治疗靶标方面的潜力;特别是,我们总结了RA的遗传基础和失调的代谢途径,并探讨其在免疫细胞活化和分化中的功能意义。这项研究证明了组织学技术在解码RA复杂代谢网络中的关键作用,并讨论了组织学数据与其他类型生物学数据的整合。
    Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease with a complex pathological mechanism involving autoimmune response, local inflammation and bone destruction. Metabolic pathways play an important role in immune-related diseases and their immune responses. The pathogenesis of rheumatoid arthritis may be related to its metabolic dysregulation. Moreover, histological techniques, including genomics, transcriptomics, proteomics and metabolomics, provide powerful tools for comprehensive analysis of molecular changes in biological systems. The present study explores the molecular and metabolic mechanisms of RA, emphasizing the central role of metabolic dysregulation in the RA disease process and highlighting the complexity of metabolic pathways, particularly metabolic remodeling in synovial tissues and its association with cytokine-mediated inflammation. This paper reveals the potential of histological techniques in identifying metabolically relevant therapeutic targets in RA; specifically, we summarize the genetic basis of RA and the dysregulated metabolic pathways, and explore their functional significance in the context of immune cell activation and differentiation. This study demonstrates the critical role of histological techniques in decoding the complex metabolic network of RA and discusses the integration of histological data with other types of biological data.
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  • 文章类型: Journal Article
    包括类风湿性关节炎在内的炎性疾病是主要的健康问题。尽管临床上有不同的技术和药物用于该疾病的诊断和治疗,研究了关于放射性标记药物递送系统的新方法。因此,在本研究中,它的目的是设计,准备,并表征99mTc-放射性标记和托法替尼柠檬酸盐包封的微球负载泊洛沙姆原位凝胶制剂用于关节内治疗。在九种不同的微球配方中,MS/TOFA-9因粒度而被选择为最合适的,封装效率高,和体外药物释放行为。使用浓度为15%的泊洛沙姆338制备原位凝胶制剂。对于关节内给药,微球分散在含有15%泊洛沙姆338的原位凝胶中,并以凝胶化温度为特征,粘度,流变学,机械,和铺展性属性。在对健康细胞进行的细胞培养研究中,确定MS/TOFA-9和PLX-MS/TOFA-9的安全剂量为40µL/mL后,高抗炎作用是由于成纤维细胞的显着细胞抑制。在99mTc的放射性标记研究中,最佳放射性标记条件确定为200ppmSnCl2和0.5mg抗坏血酸,99mTc-MS/TOFA-9和99mTc-PLX-MS/TOFA-9均表现出高细胞结合能力。总之,尽管需要进一步的体内实验,PLX-MS/TOFA-9被发现是用于类风湿性关节炎关节内注射的有前途的药物。
    Inflammatory diseases including rheumatoid arthritis are major health problems. Although different techniques and drugs are clinically available for the diagnosis and therapy of the disease, novel approaches regarding radiolabeled drug delivery systems are researched. Hence, in the present study, it was aimed to design, prepare, and characterize 99mTc-radiolabeled and tofacitinib citrate-encapsulated microsphere loaded poloxamer in situ gel formulations for the intra-articular treatment. Among nine different microsphere formulations, MS/TOFA-9 was chosen as the most proper one due to particle size, high encapsulation efficiency, and in vitro drug release behavior. Poloxamer 338 at a concentration of 15% was used to prepare in situ gel formulations. For intra-articular administration, microspheres were dispersed in an in situ gel containing 15% Poloxamer 338 and characterized in terms of gelation temperature, viscosity, rheological, mechanical, and spreadability properties. After the determination of the safe dose for MS/TOFA-9 and PLX-MS/TOFA-9 as 40 µL/mL in the cell culture study performed on healthy cells, the high anti-inflammatory effects were due to significant cellular inhibition of fibroblasts. In the radiolabeling studies with 99mTc, the optimum radiolabeling condition was determined as 200 ppm SnCl2 and 0.5 mg ascorbic acid, and both 99mTc-MS/TOFA-9 and 99mTc-PLX-MS/TOFA-9 exhibited high cellular binding capacity. In conclusion, although further in vivo experiments are required, PLX-MS/TOFA-9 was found to be a promising agent for intra-articular injection in rheumatoid arthritis.
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  • 文章类型: Case Reports
    背景:隐球菌病是由包封的异生菌酵母引起的传染病。作为一种机会性病原体,隐球菌吸入感染是最常见的。而原发性皮肤隐球菌病则极为少见。
    方法:一名61岁女性,有长期服用泼尼松的类风湿性关节炎病史,她的左大腿出现了红色斑块。尽管最初的抗生素治疗,红斑恶化,导致破裂和发烧。病变分泌物的微生物学分析显示白色念珠菌,铜绿假单胞菌,和耐甲氧西林表皮葡萄球菌。皮肤活检显示有厚壁孢子,和培养证实新生隐球菌的原发性皮肤感染。组织病理学染色呈阳性,和质谱鉴定了病原体的血清型A。患者口服氟康唑和局部用制霉菌素治疗,导致在2.5个月内皮肤病变的显着改善和接近完全愈合。
    结论:原发性皮肤隐球菌病是一种仅位于皮肤上的原发性皮肤感染。无典型的隐球菌皮肤感染临床表现,培养和组织病理学仍然是诊断的黄金标准。原发性皮肤隐球菌病的推荐药物是氟康唑。当存在机会性感染风险的患者出现对抗生素无反应的皮肤溃疡时,需要考虑原发性皮肤隐球菌病的可能性。
    BACKGROUND: Cryptococcosis is an infectious disease caused by encapsulated heterobasidiomycete yeasts. As an opportunistic pathogen, cryptococcal inhalation infection is the most common. While Primary cutaneous cryptococcosis is extremely uncommon.
    METHODS: A 61-year-old woman with a history of rheumatoid arthritis on long-term prednisone developed a red plaque on her left thigh. Despite initial antibiotic treatment, the erythema worsened, leading to rupture and fever. Microbiological analysis of the lesion\'s secretion revealed Candida albicans, Pseudomonas aeruginosa, and methicillin-resistant Staphylococcus epidermidis. Skin biopsy showed thick-walled spores, and culture confirmed primary cutaneous infection with Cryptococcus neoformans. Histopathological stains were positive, and mass spectrometry identified serotype A of the pathogen. The patient was treated with oral fluconazole and topical nystatin, resulting in significant improvement and near-complete healing of the skin lesion within 2.5 months.
    CONCLUSIONS: Primary cutaneous cryptococcosis was a primary skin infection exclusively located on the skin. It has no typical clinical manifestation of cutaneous infection of Cryptococcus, and culture and histopathology remain the gold standard for diagnosing. The recommended medication for Primary cutaneous cryptococcosis is fluconazole. When patients at risk for opportunistic infections develop skin ulcers that are unresponsive to antibiotic, the possibility of primary cutaneous cryptococcosis needs to be considered.
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  • 文章类型: Journal Article
    肌肉减少症与类风湿关节炎(RA)患者的不良预后有关。早期识别和治疗肌肉减少症具有临床意义。这项研究旨在创建和验证一个列线图来预测RA患者的肌肉减少症风险。为临床医生提供早期识别高危患者的可靠工具。
    在2022年8月至2024年1月期间诊断为RA的患者被纳入并以7:3的比例随机分为训练集和验证集。使用最小绝对收缩和选择算子(LASSO)回归分析和多因素逻辑回归分析来筛选RA相关肌肉损失的风险变量并创建RA肌肉减少症风险评分。通过绘制受试者工作特征曲线并计算曲线下面积(AUC)评估风险模型的预测性能和临床实用性,以及校准曲线和临床决策曲线(DCA)。
    本研究共纳入480例RA患者(90%为女性,45-59岁年龄组中人数最多,约50%)。在这项研究中,四个变量(体重指数,疾病持续时间,血红蛋白,和握力)被纳入其中,以构建预测RA肌肉减少症的列线图。训练集和验证集的AUC分别为0.915(95%CI:0.8795-0.9498)和0.907(95%CI:0.8552-0.9597),分别,证明了预测模型的区分度很好。校正曲线表明,模型预测值与实际值基本吻合,显示良好的校准。DCA表明,几乎所有RA患者都可以从这种新颖的预测模型中受益。提示良好的临床效用。
    这项研究开发并验证了一种列线图预测模型,以预测RA患者的肌少症风险。该模型可以帮助临床医生增强其筛查RA肌肉减少症的能力,评估患者预后,做出早期决定,改善RA患者的生活质量。
    UNASSIGNED: Sarcopenia is linked to an unfavorable prognosis in individuals with rheumatoid arthritis (RA). Early identification and treatment of sarcopenia are clinically significant. This study aimed to create and validate a nomogram for predicting sarcopenia risk in RA patients, providing clinicians with a reliable tool for the early identification of high-risk patients.
    UNASSIGNED: Patients with RA diagnosed between August 2022 and January 2024 were included and randomized into training and validation sets in a 7:3 ratio. Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis and multifactorial logistic regression analysis were used to screen the risk variables for RA-associated muscle loss and to create an RA sarcopenia risk score. The predictive performance and clinical utility of the risk model were evaluated by plotting the receiver operating characteristic curve and calculating the area under the curve (AUC), along with the calibration curve and clinical decision curve (DCA).
    UNASSIGNED: A total of 480 patients with RA were included in the study (90% female, with the largest number in the 45-59 age group, about 50%). In this study, four variables (body mass index, disease duration, hemoglobin, and grip strength) were included to construct a nomogram for predicting RA sarcopenia. The training and validation set AUCs were 0.915 (95% CI: 0.8795-0.9498) and 0.907 (95% CI: 0.8552-0.9597), respectively, proving that the predictive model was well discriminated. The calibration curve showed that the predicted values of the model were basically in line with the actual values, demonstrating good calibration. The DCA indicated that almost the entire range of patients with RA can benefit from this novel prediction model, suggesting good clinical utility.
    UNASSIGNED: This study developed and validated a nomogram prediction model to predict the risk of sarcopenia in RA patients. The model can assist clinicians in enhancing their ability to screen for RA sarcopenia, assess patient prognosis, make early decisions, and improve the quality of life for RA patients.
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