Synovial Membrane

滑膜
  • 文章类型: Journal Article
    背景:人脂肪干细胞(ADSCs)具有很强的抗炎作用,滑膜来源的干细胞(SDSCs)具有很高的软骨形成潜能。因此,这项研究旨在研究人类ADSCs和SDSCs的组合是否会产生协同作用,从而在体外增加骨关节炎(OA)软骨细胞的软骨形成潜能,并在体外减轻早期和晚期OA的软骨退变。
    方法:ADSCs,SDSC,从接受全膝关节置换术的OA患者中分离出软骨细胞。ADSCs-SDSCs混合细胞比例为1:0(仅ADSCs),8:2,5:5(5A5S),2:8和0:1(仅SDSC)。用transwell测定法或具有各种混合细胞组的沉淀培养物体外评估OA软骨细胞的软骨形成潜力。然后选择具有最高软骨形成潜能的混合细胞组,并在体内注射到早期和晚期OA阶段的裸大鼠的膝关节中。然后在手术后12周和20周通过步态分析对动物进行评估,VonFrey测试,显微计算机断层扫描,MRI,免疫组织化学和组织学分析。最后,通过体内组织样本的RNA测序和OA软骨细胞自噬途径的Western印迹研究了这些发现的潜在机制.
    结果:在MSCs治疗组中,5A5S具有最大的协同作用,在体外增加OA软骨细胞的软骨形成潜力,在体内抑制早期和晚期OA。5A5S组软骨退变明显减轻,滑膜炎症,疼痛感觉,软骨下裸鼠OA的神经侵犯,优于两种单细胞治疗。其潜在机制是通过FoxO1信号通路激活软骨细胞自噬。
    结论:人类ADSCs和SDSCs的组合显示出比单一类型干细胞更高的潜力,证明了作为一种新型治疗OA的潜力。
    BACKGROUND: Human adipose-derived stem cells (ADSCs) exert a strong anti-inflammatory effect, and synovium-derived stem cells (SDSCs) have high chondrogenic potential. Thus, this study aims to investigate whether a combination of human ADSCs and SDSCs will have a synergistic effect that will increase the chondrogenic potential of osteoarthritis (OA) chondrocytes in vitro and attenuate the cartilage degeneration of early and advanced OA in vitro.
    METHODS: ADSCs, SDSCs, and chondrocytes were isolated from OA patients who underwent total knee arthroplasty. The ADSCs-SDSCs mixed cell ratios were 1:0 (ADSCs only), 8:2, 5:5 (5A5S), 2:8, and 0:1 (SDSCs only). The chondrogenic potential of the OA chondrocytes was evaluated in vitro with a transwell assay or pellet culture with various mixed cell groups. The mixed cell group with the highest chondrogenic potential was then selected and injected into the knee joints of nude rats of early and advanced OA stages in vivo. The animals were then evaluated 12 and 20 weeks after surgery through gait analysis, von frey test, microcomputed tomography, MRI, and immunohistochemical and histological analyses. Finally, the mechanisms underlying these findings were investigated through the RNA sequencing of tissue samples in vivo and Western blot of the OA chondrocyte autophagy pathway.
    RESULTS: Among the MSCs treatment groups, 5A5S had the greatest synergistic effect that increased the chondrogenic potential of OA chondrocytes in vitro and inhibited early and advanced OA in vivo. The 5A5S group significantly reduced cartilage degeneration, synovial inflammation, pain sensation, and nerve invasion in subchondral nude rat OA, outperforming both single-cell treatments. The underlying mechanism was the activation of chondrocyte autophagy via the FoxO1 signaling pathway.
    CONCLUSIONS: A combination of human ADSCs and SDSCs demonstrated higher potential than a single type of stem cell, demonstrating potential as a novel treatment for OA.
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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
    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
    TNF是已知其参与生理学和病理学的有效细胞因子。在类风湿性关节炎(RA)中,持续的TNF信号导致滑膜成纤维细胞(SF)的异常激活,常驻细胞主要参与受影响的滑膜的炎症和破坏性反应。然而,控制SF致病激活的分子开关仍然不明确。Cyld是去泛素化(DUB)机制的主要组成部分,调节细胞因子诱导的存活/炎症和程序性坏死的信号反应,生长因子和微生物产品。在这里,我们遵循功能遗传学方法来了解Cyld如何影响SFs中的关节炎TNF信号传导。我们证明,在自发性和诱导性RA模型中,SF-CyldDUB缺乏恶化关节炎表型由于趋化因子的水平增加,突变SF产生的粘附受体和骨降解酶。机械上,Cyld通过限制Tak1介导的信号传导来限制TNF诱导的SF过度激活,and,因此,导致监督的NF-κB和JNK活性。然而,Cyld并不严格参与TNF诱导的SF死亡的调节。我们的结果将SF-Cyld确定为TNF介导的关节炎的调节剂,并为支持SF反应的信号景观提供了信息。
    TNF is a potent cytokine known for its involvement in physiology and pathology. In Rheumatoid Arthritis (RA), persistent TNF signals cause aberrant activation of synovial fibroblasts (SFs), the resident cells crucially involved in the inflammatory and destructive responses of the affected synovial membrane. However, the molecular switches that control the pathogenic activation of SFs remain poorly defined. Cyld is a major component of deubiquitination (DUB) machinery regulating the signaling responses towards survival/inflammation and programmed necrosis that induced by cytokines, growth factors and microbial products. Herein, we follow functional genetic approaches to understand how Cyld affects arthritogenic TNF signaling in SFs. We demonstrate that in spontaneous and induced RA models, SF-Cyld DUB deficiency deteriorates arthritic phenotypes due to increased levels of chemokines, adhesion receptors and bone-degrading enzymes generated by mutant SFs. Mechanistically, Cyld serves to restrict the TNF-induced hyperactivation of SFs by limiting Tak1-mediated signaling, and, therefore, leading to supervised NF-κB and JNK activity. However, Cyld is not critically involved in the regulation of TNF-induced death of SFs. Our results identify SF-Cyld as a regulator of TNF-mediated arthritis and inform the signaling landscape underpinning the SF responses.
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  • 文章类型: Journal Article
    退行性疾病如骨关节炎(OA)可能会损害组织驻留的间充质干细胞/基质细胞(MSC)的组织再生能力。由于具有MSC样特性的原代细胞被用于患者来源的干细胞治疗,需要对它们的体外特性进行详细评估。这里,我们的目的是比较早期髋关节OA和非OA(非OA)患者的滑膜来源和骨来源的MSCs.来自髋部三个滑膜部位的组织(肩旁滑膜,子状窝,收集了16例接受髋关节镜检查的患者(8例早期OA和8例非OA患者)的外周囊的内表面)以及外周骨小梁。使用详细的体外分析比较从组织分离的原代细胞。对骨骼干细胞标志物podoplanin(PDPN)进行基因表达谱分析,CD73,CD164和CD146以及免疫相关分子,以评估其免疫调节潜力。来自早期OA患者的滑膜来源和骨来源的MSCs显示出相当的克隆形成性,累计人口倍增,成骨,成脂和软骨形成潜能,和非OA患者的免疫表型。高PDPN/低CD146谱(让人联想到骨骼干细胞)主要用于非OAMSCs,而低PDPN/高CD146主要定义早期OAMSCs。这些数据表明,早期OA患者的MSC不受髋关节退行性变化的影响。此外,滑膜是用于患者来源的干细胞治疗的MSCs的替代来源,相当于骨头。让人联想到骨骼干细胞的表达谱表明,低PDPN和高CD146的组合是早期OA的潜在生物标志物。
    Degenerative disorders like osteoarthritis (OA) might impair the ability of tissue-resident mesenchymal stem/stromal cells (MSCs) for tissue regeneration. As primary cells with MSC-like properties are exploited for patient-derived stem cell therapies, a detailed evaluation of their in vitro properties is needed. Here, we aimed to compare synovium-derived and bone-derived MSCs in early hip OA with those of patients without OA (non-OA). Tissues from three synovial sites of the hip (paralabral synovium, cotyloid fossa, inner surface of peripheral capsule) were collected along with peripheral trabecular bone from 16 patients undergoing hip arthroscopy (8 early OA and 8 non-OA patients). Primary cells isolated from tissues were compared using detailed in vitro analyses. Gene expression profiling was performed for the skeletal stem cell markers podoplanin (PDPN), CD73, CD164 and CD146 as well as for immune-related molecules to assess their immunomodulatory potential. Synovium-derived and bone-derived MSCs from early OA patients showed comparable clonogenicity, cumulative population doublings, osteogenic, adipogenic and chondrogenic potential, and immunophenotype to those of non-OA patients. High PDPN/low CD146 profile (reminiscent of skeletal stem cells) was identified mainly for non-OA MSCs, while low PDPN/high CD146 mainly defined early OA MSCs. These data suggest that MSCs from early OA patients are not affected by degenerative changes in the hip. Moreover, the synovium represents an alternative source of MSCs for patient-derived stem cell therapies, which is comparable to bone. The expression profile reminiscent of skeletal stem cells suggests the combination of low PDPN and high CD146 as potential biomarkers in early OA.
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  • 文章类型: Journal Article
    背景:滑膜纤维化是膝骨关节炎(KOA)的常见并发症,以肌成纤维细胞活化和过度细胞外基质(ECM)沉积为特征的病理过程。成纤维细胞样滑膜细胞(FLSs)与KOA发病机制有关,通过多种机制促进滑膜纤维化。核蛋白1(NUPR1)是最近发现的转录因子,在各种纤维化疾病中具有关键作用。然而,其在KOA滑膜纤维化中的分子决定因素尚不清楚.本研究旨在通过体内外实验探讨NUPR1在KOA滑膜纤维化中的作用。
    方法:我们在内侧半月板(DMM)诱导的KOA小鼠模型中通过敲低模型检测了鼠滑膜中NUPR1的表达并确定了NUPR1对滑膜纤维化的影响。TGF-β用于诱导小鼠FLS的纤维化反应和肌成纤维细胞活化,并在NUPR1下调表达的条件下评估滑膜纤维化的作用和分子机制。此外,使用手术诱导的小鼠KOA模型评估NUPR1抑制剂在滑膜纤维化中的药理作用.
    结果:我们发现在DMM手术后小鼠滑膜中NUPR1的表达增加。腺相关病毒(AAV)-NUPR1shRNA促进NUPR1缺乏,减轻滑膜纤维化,抑制滑膜增生,并显著降低促纤维化分子的表达。此外,慢病毒介导的NUPR1缺乏减轻滑膜细胞增殖并抑制成纤维细胞向肌成纤维细胞的转变。它还降低了纤维化标志物α-SMA的表达,COL1A1,CTGF,波形蛋白并增进了SMAD家族成员3(SMAD3)通路的激活。重要的是,三氟拉嗪(TFP),NUPR1抑制剂,减轻DMM小鼠的滑膜纤维化。
    结论:这些发现表明NUPR1是KOA的抗纤维化调节剂,抗滑膜纤维化的作用部分由SMAD3信号介导。这项研究揭示了开发新的抗纤维化治疗的有希望的目标。
    BACKGROUND: Synovial fibrosis is a common complication of knee osteoarthritis (KOA), a pathological process characterized by myofibroblast activation and excessive extracellular matrix (ECM) deposition. Fibroblast-like synoviocytes (FLSs) are implicated in KOA pathogenesis, contributing to synovial fibrosis through diverse mechanisms. Nuclear protein 1 (NUPR1) is a recently identified transcription factor with crucial roles in various fibrotic diseases. However, its molecular determinants in KOA synovial fibrosis remain unknown. This study aims to investigate the role of NUPR1 in KOA synovial fibrosis through in vivo and in vitro experiments.
    METHODS: We examined NUPR1 expression in the murine synovium and determined the impact of NUPR1 on synovial fibrosis by knockdown models in the destabilization of the medial meniscus (DMM)-induced KOA mouse model. TGF-β was employed to induce fibrotic response and myofibroblast activation in mouse FLSs, and the role and molecular mechanisms in synovial fibrosis were evaluated under conditions of NUPR1 downexpression. Additionally, the pharmacological effect of NUPR1 inhibitor in synovial fibrosis was assessed using a surgically induced mouse KOA model.
    RESULTS: We found that NUPR1 expression increased in the murine synovium after DMM surgical operation. The adeno-associated virus (AAV)-NUPR1 shRNA promoted NUPR1 deficiency, attenuating synovial fibrosis, inhibiting synovial hyperplasia, and significantly reducing the expression of pro-fibrotic molecules. Moreover, the lentivirus-mediated NUPR1 deficiency alleviated synoviocyte proliferation and inhibited fibroblast to myofibroblast transition. It also decreased the expression of fibrosis markers α-SMA, COL1A1, CTGF, Vimentin and promoted the activation of the SMAD family member 3 (SMAD3) pathway. Importantly, trifluoperazine (TFP), a NUPR1 inhibitor, attenuated synovial fibrosis in DMM mice.
    CONCLUSIONS: These findings indicate that NUPR1 is an antifibrotic modulator in KOA, and its effect on anti-synovial fibrosis is partially mediated by SMAD3 signaling. This study reveals a promising target for developing novel antifibrotic treatment.
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  • 文章类型: Journal Article
    随着人口寿命的增加,医学继续遇到新的障碍,需要迅速采取行动,其中包括与髋关节老化有关的那些。与年龄相关的关节病包括关节骨骼及其支撑结构的损伤,如关节软骨,以及滑液数量和质量的改变。本研究旨在总结髋关节血管化评价的生物分子方法,使用与其他关节和组织的生物分子研究相关的数据,以便对这一领域的研究前景有一个客观的看法。在对滑膜的大多数现代生物分子研究方法进行回顾性研究之后,胶囊,和髋关节的关节软骨,我们在此明确了该领域的某些未来研究方向,这些方向将改善高龄髋关节的定性和形态功能管理,即使在有发展各种退行性关节病变风险的人群类别中。
    With the rise in longevity within the population, medicine continues to encounter fresh hurdles necessitating prompt actions, among which are those associated with hip joint aging. Age-related arthropathies encompass damage to bones\' articulating extremities and their supporting structures, such as articular cartilage, and alterations in the quantity and quality of synovial fluid. This study aims to summarize the biomolecular methods of hip joint evaluation focused on its vascularization, using data correlated with biomolecular research on other joints and tissues, in order to reach an objective opinion of the study prospects in this field. Following a retrospective study on most modern biomolecular research methods on the synovium, the capsule, and the articular cartilage of the hip joint, we have hereby concretized certain future research directions in this field that will improve the qualitative and morphofunctional management of the hip joint at an advanced age, even within population categories at risk of developing various degenerative joint pathologies.
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  • 文章类型: Case Reports
    背景:滑膜血管瘤是一种罕见的良性血管异常,由Bouchut于1856年首次描述。这些肿瘤可以在关节内区域发展,导致积液和膝盖疼痛。然而,他们的原因仍然未知。及时的诊断和干预对于防止软骨损伤至关重要。组织病理学检查用于实现诊断,通常由于缺乏特定的临床体征而延迟。该报告描述了一个独特的病例,其中痛苦的髌下肿块被诊断为滑膜血管瘤。缺乏典型的磁共振成像(MRI)发现突出了关节镜切除对诊断和症状缓解的重要性。
    方法:一名20岁女性出现持续的左膝前疼痛,当她爬楼梯时疼痛加剧。尽管以前的疼痛管理和物理治疗,她在髌骨下形成了一个疼痛的肿块,随着时间的推移而恶化。她还做过关节穿刺术,但这并不能减轻她的痛苦。体格检查显示,沿着髌腱固定5厘米的质量,膝关节屈伸有限,韧带稳定正常。左膝关节T1加权脂肪饱和MRI和基于钆的对比剂显示Hoffa的脂肪垫有一个分叶状的关节内肿块,类似于软组织软骨瘤。对肿块进行了活检以提供组织病理学证据,确认质量的良性性质。随后的关节镜切除,结合切口扩大进行肿块切除,证实滑膜血管瘤的组织病理学诊断是基于滑膜切片内存在大量扩张的血管和静脉增生。恢复完成,1年后随访MRI未见肿瘤残留。
    结论:本病例研究强调了关节镜切除对滑膜血管瘤患者的重要性。关节镜的微创性质与包囊良好的性质和肿块的位置相结合有助于完全切除。
    BACKGROUND: Synovial hemangiomas are rare benign vascular anomalies surrounded by a synovial lining and were first described by Bouchut in 1856. These neoplasms can develop in the intra-articular region, resulting in effusions and knee pain. However, their cause remains unknown. Prompt diagnosis and intervention are critical to prevent chondral damage. Histopathological examination is used to achieve the diagnosis, which is often delayed because of a lack of specific clinical signs. This report describes a unique case in which a painful infrapatellar mass was diagnosed as a synovial hemangioma. The absence of typical magnetic resonance imaging (MRI) findings highlights the importance of arthroscopic excision for diagnosis and symptom relief.
    METHODS: A 20-year-old woman presented with persistent anterior left knee pain that became exacerbated when she climbed stairs. Despite previous pain management and physical therapy, she developed a painful lump beneath her patella that worsened over time. She had also undergone arthrocentesis, but this did not relieve her pain. Physical examination revealed a palpable, immobile 5-cm mass along the patellar tendon with limited knee flexion and extension and normal ligament stability. T1-weighted fat-saturated MRI of the left knee with gadolinium-based contrast revealed a lobulated intra-articular mass in Hoffa\'s fat pad that resembled a soft tissue chondroma. A biopsy of the mass was performed to provide histopathological evidence, confirming the benign nature of the mass. The subsequent excisional arthroscopy, combined with incision enlargement for mass removal, confirmed the histopathologic diagnosis of synovial hemangioma based on the presence of numerous dilated blood vessels and venous proliferation within sections of the synovium. Recovery was complete, and no residual tumor was detected on follow-up MRI after 1 year.
    CONCLUSIONS: This case study emphasizes the importance of arthroscopic excision over open surgery for patients with synovial hemangioma. The minimally invasive nature of arthroscopy combined with the well-encapsulated nature and location of the mass facilitates complete resection.
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  • 文章类型: English Abstract
    目的:鉴定类风湿关节炎(RA)早期诊断的生物标志物并探讨其可能的免疫调节机制。
    方法:对RA的差异表达基因进行筛选,并使用limma进行功能注释,RRA,批量校正,和clusterProfiler。从STRING数据库检索蛋白质-蛋白质相互作用网络,利用Cytoscape3.8.0和GeneMANIA选择关键基因并预测其相互作用机制。ROC曲线用于验证基于关键基因的诊断模型的准确性。通过机器学习选择疾病特异性免疫细胞,并使用Corplot软件包分析其与关键基因的相关性。使用GSEA方法探索关键基因的生物学功能。观察STAT1在胶原诱导性关节炎(CIA)大鼠滑膜组织中的表达。
    结果:我们在RA中确定了9个核心关键基因(CD3G,CD8A,SYK,LCK,IL2RG,STAT1、CCR5、ITGB2和ITGAL),主要通过细胞因子相关途径调节滑膜炎症。ROC曲线分析显示9个核心基因的预测准确率较高,其中STAT1的AUC最高(0.909)。相关分析显示CD3G具有很强的相关性,ITGAL,LCK,CD8A,和STAT1与疾病特异性免疫细胞,STAT1与M1型巨噬细胞的相关性最强(R=0.68,P=2.9e-08)。CIA大鼠踝关节滑膜组织显示STAT1和p-STAT1的高表达,滑膜成纤维细胞的细胞核和细胞质之间STAT1的表达显着差异。治疗后细胞核中p-STAT1和STAT1的蛋白表达显著降低。
    结论:CD3G,CD8A,SYK,LCK,IL2RG,STAT1、CCR5、ITGB2和ITGAL可作为RA早期诊断的生物标志物。基因免疫细胞通路,如CD3G/CD8A/LCK-γδT细胞,ITGAL-Tfh细胞,STAT1-M1型巨噬细胞可能与RA的发生发展密切相关。
    OBJECTIVE: To identify the biomarkers for early rheumatoid arthritis (RA) diagnosis and explore the possible immune regulatory mechanisms.
    METHODS: The differentially expressed genesin RA were screened and functionally annotated using the limma, RRA, batch correction, and clusterProfiler. The protein-protein interaction network was retrieved from the STRING database, and Cytoscape 3.8.0 and GeneMANIA were used to select the key genes and predicting their interaction mechanisms. ROC curves was used to validate the accuracy of diagnostic models based on the key genes. The disease-specific immune cells were selected via machine learning, and their correlation with the key genes were analyzed using Corrplot package. Biological functions of the key genes were explored using GSEA method. The expression of STAT1 was investigated in the synovial tissue of rats with collagen-induced arthritis (CIA).
    RESULTS: We identified 9 core key genes in RA (CD3G, CD8A, SYK, LCK, IL2RG, STAT1, CCR5, ITGB2, and ITGAL), which regulate synovial inflammation primarily through cytokines-related pathways. ROC curve analysis showed a high predictive accuracy of the 9 core genes, among which STAT1 had the highest AUC (0.909). Correlation analysis revealed strong correlations of CD3G, ITGAL, LCK, CD8A, and STAT1 with disease-specific immune cells, and STAT1 showed the strongest correlation with M1-type macrophages (R=0.68, P=2.9e-08). The synovial tissues of the ankle joints of CIA rats showed high expressions of STAT1 and p-STAT1 with significant differential expression of STAT1 between the nucleus and the cytoplasm of the synovial fibroblasts. The protein expressions of p-STAT1 and STAT1 in the cell nuclei were significantly reduced after treatment.
    CONCLUSIONS: CD3G, CD8A, SYK, LCK, IL2RG, STAT1, CCR5, ITGB2, and ITGAL may serve as biomarkers for early diagnosis of RA. Gene-immune cell pathways such as CD3G/CD8A/LCK-γδ T cells, ITGAL-Tfh cells, and STAT1-M1-type macrophages may be closely related with the development of RA.
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  • 文章类型: Journal Article
    间充质干细胞(MSCs),具有分化为成骨细胞的能力,脂肪细胞,或者软骨细胞,显示供体细胞的代谢类型影响成骨过程的证据。关于成骨分化过程中的DNA甲基化变化以及不同供体遗传背景对MSC分化的影响的知识有限。在这项研究中,来自两个猪品种的滑膜间充质干细胞(AngelnSaddleback,AS;德国长白品种,分离出具有不同代谢表型的DL),并研究了SMSCs在成骨诱导过程中的甲基化模式。结果表明,在成骨诱导的SMSC组中,大多数差异甲基化区域(DMRs)都被低甲基化。这些DMRs在不同的时间点富含不同成骨信号通路的基因,包括Wnt,ECM,TGFB和BMP信号通路。AS猪始终表现出比DL猪更多的高甲基化DMRs,特别是在成骨高峰期间(第21天)。预测与成骨过程和供体品种相关的DMRs区域中的转录因子基序揭示了有影响的基序,包括KLF1、NFATC3、ZNF148、ASCL1、FOXI1和KLF5。这些发现有助于理解甲基化改变促进成骨分化的模式,强调供体不同供体的代谢类型和表观遗传记忆对SMSC分化的重要作用。
    Mesenchymal stem cells (MSCs), with the ability to differentiate into osteoblasts, adipocytes, or chondrocytes, show evidence that the donor cell\'s metabolic type influences the osteogenic process. Limited knowledge exists on DNA methylation changes during osteogenic differentiation and the impact of diverse donor genetic backgrounds on MSC differentiation. In this study, synovial membrane mesenchymal stem cells (SMSCs) from two pig breeds (Angeln Saddleback, AS; German Landrace, DL) with distinct metabolic phenotypes were isolated, and the methylation pattern of SMSCs during osteogenic induction was investigated. Results showed that most differentially methylated regions (DMRs) were hypomethylated in osteogenic-induced SMSC group. These DMRs were enriched with genes of different osteogenic signalling pathways at different time points including Wnt, ECM, TGFB and BMP signalling pathways. AS pigs consistently exhibited a higher number of hypermethylated DMRs than DL pigs, particularly during the peak of osteogenesis (day 21). Predicting transcription factor motifs in regions of DMRs linked to osteogenic processes and donor breeds revealed influential motifs, including KLF1, NFATC3, ZNF148, ASCL1, FOXI1, and KLF5. These findings contribute to understanding the pattern of methylation changes promoting osteogenic differentiation, emphasizing the substantial role of donor the metabolic type and epigenetic memory of different donors on SMSC differentiation.
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