Inflammation response

炎症反应
  • 文章类型: Journal Article
    尽管指南推荐经皮冠状动脉介入治疗(PCI),来自现实世界的数据表明,老年非ST段抬高型心肌梗死(NSTEMI)患者PCI发生率低,死亡率高.淋巴细胞与C反应蛋白之比(LCR),一种新的炎症标记,已被证明与多种疾病的预后有关。然而,LCR与老年NSTEMI患者院内心源性死亡之间的关系尚不清楚.这项研究的目的是研究LCR对未接受PCI治疗的老年NSTEMI患者院内心脏死亡的影响。
    这是一项单中心回顾性观察研究,从2019年2月至2024年2月,连续纳入诊断为NSTEMI且未接受PCI的老年(≥75岁)患者。LCR定义为淋巴细胞计数与C反应蛋白的比率。观察的终点是院内心脏死亡。通过净重新分类指数(NRI)和综合判别改进指数(IDI)评估新旧模型的预测效能。
    本研究共纳入506名患者,54例患者(10.7%)发生院内心脏死亡。单因素logistic回归分析显示左心室射血分数,LCR,Killip≥2和N末端B型利钠肽蛋白(NT-proBNP)与院内心脏死亡的发生有关。在调整了潜在的混杂因素后,结果显示,NT-proBNP(OR=1.695,95%CI:1.238~2.322)和LCR(OR=0.262,95%CI:0.072~0.959)是院内心源性死亡的独立危险因素.在NT-proBNP中加入LCR后,新模型对院内心源性死亡的预测能力显著提高(NRI=0.278,P=0.030;IDI=0.017,P<0.001).
    较低的LCR是未进行PCI的老年NSTEMI患者院内心源性死亡的独立危险因素,整合LCR可改善院内心源性死亡发生的预测。
    UNASSIGNED: Although percutaneous coronary intervention (PCI) is recommended by guidelines, data from the real world suggest that elderly non-ST-segment elevation myocardial infarction (NSTEMI) patients have a low rate of PCI and a high death rate. Lymphocyte to C-reactive protein ratio (LCR), a novel inflammatory marker, has been shown to be associated with prognosis in a variety of diseases. However, the relationship between LCR and in-hospital cardiac death in elderly NSTEMI patients is unclear. The aim of this study was to investigate the effect of LCR on in-hospital cardiac death in elderly NSTEMI patients without PCI therapy.
    UNASSIGNED: This was a single-center retrospective observational study, consecutively enrolled elderly (≥75 years) patients diagnosed with NSTEMI and without PCI from February 2019 to February 2024. LCR was defined as lymphocyte count to C-reactive protein ratio. The endpoint of observation was in-hospital cardiac death. The predictive efficacy of the old and new models was evaluated by the net reclassification index (NRI) and the integrated discriminant improvement index (IDI).
    UNASSIGNED: A total of 506 patients were enrolled in this study, and in-hospital cardiac death occurred in 54 patients (10.7%). Univariate logistic regression analysis showed that left ventricular ejection fraction, LCR, Killip ≥2, and N-terminal B-type natriuretic peptide proteins (NT-proBNP) were associated with the occurrence of in-hospital cardiac death. After adjusting for potential confounders, the results showed that NT-proBNP (OR = 1.695, 95% CI: 1.238-2.322) and LCR (OR = 0.262, 95% CI: 0.072-0.959) were independent risk factors for in-hospital cardiac death. After the addition of LCR to NT-proBNP, the predictive ability of the new model for in-hospital cardiac death was significantly improved (NRI = 0.278, P = 0.030; IDI = 0.017, P < 0.001).
    UNASSIGNED: Lower LCR is an independent risk factor for in-hospital cardiac death in elderly NSTEMI patients without PCI, and integrating LCR improves the prediction of in-hospital cardiac death occurrence.
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  • 文章类型: Journal Article
    异丙肾上腺素(ISO)给药是一个公认的诱导心肌损伤的模型,复制人心肌梗死(MI)的关键特征。随之而来的炎症反应在不良心脏重塑的进展中起着关键作用,以心肌功能障碍为特征,纤维化,和肥大。Mst1/Hippo信号通路,细胞过程的关键调节器,已经成为心血管疾病的潜在治疗靶点。本研究探讨了Mst1在ISO诱导的心肌损伤中的作用,并探讨了其潜在的机制。我们的研究结果表明,Mst1在心肌细胞中的消融减弱ISO诱导的心功能不全,保持心肌细胞的活力和功能。机械上,Mst1缺失抑制心肌细胞凋亡,氧化应激,钙超载,心肌损伤的主要原因。此外,Mst1消融减轻内质网(ER)应激和线粒体裂变,两者都与ISO介导的心脏损伤有关。此外,Mst1在调节ISO治疗后的炎症反应中起着至关重要的作用,因为它的缺失抑制了促炎细胞因子的表达和中性粒细胞的浸润。进一步探讨ISO诱导心肌损伤的分子机制,我们使用GSE207581数据集进行了生物信息学分析.GO和KEGG途径富集分析显示与DNA损伤反应相关的基因显著富集,DNA修复,蛋白质泛素化,染色质组织,自噬,细胞周期,mTOR信令,FoxO信号,泛素介导的蛋白水解,和核质运输。这些发现强调了Mst1在ISO诱导的心肌损伤中的重要性,并强调了其作为减轻不良心脏重塑的治疗靶标的潜力。对Mst1信号传导的复杂机制的进一步研究可能为心肌梗死和心力衰竭的新型治疗干预铺平道路。
    Isoproterenol (ISO) administration is a well-established model for inducing myocardial injury, replicating key features of human myocardial infarction (MI). The ensuing inflammatory response plays a pivotal role in the progression of adverse cardiac remodeling, characterized by myocardial dysfunction, fibrosis, and hypertrophy. The Mst1/Hippo signaling pathway, a critical regulator of cellular processes, has emerged as a potential therapeutic target in cardiovascular diseases. This study investigates the role of Mst1 in ISO-induced myocardial injury and explores its underlying mechanisms. Our findings demonstrate that Mst1 ablation in cardiomyocytes attenuates ISO-induced cardiac dysfunction, preserving cardiomyocyte viability and function. Mechanistically, Mst1 deletion inhibits cardiomyocyte apoptosis, oxidative stress, and calcium overload, key contributors to myocardial injury. Furthermore, Mst1 ablation mitigates endoplasmic reticulum (ER) stress and mitochondrial fission, both of which are implicated in ISO-mediated cardiac damage. Additionally, Mst1 plays a crucial role in modulating the inflammatory response following ISO treatment, as its deletion suppresses pro-inflammatory cytokine expression and neutrophil infiltration. To further investigate the molecular mechanisms underlying ISO-induced myocardial injury, we conducted a bioinformatics analysis using the GSE207581 dataset. GO and KEGG pathway enrichment analyses revealed significant enrichment of genes associated with DNA damage response, DNA repair, protein ubiquitination, chromatin organization, autophagy, cell cycle, mTOR signaling, FoxO signaling, ubiquitin-mediated proteolysis, and nucleocytoplasmic transport. These findings underscore the significance of Mst1 in ISO-induced myocardial injury and highlight its potential as a therapeutic target for mitigating adverse cardiac remodeling. Further investigation into the intricate mechanisms of Mst1 signaling may pave the way for novel therapeutic interventions for myocardial infarction and heart failure.
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  • 文章类型: Journal Article
    急性肺炎(AP),主要由细菌和病毒等病原体引发,是人类死亡的主要原因。利巴韦林,广谱抗病毒药物,在AP的治疗中起着举足轻重的作用。然而,由于需要高剂量以及相关的心脏和肝脏毒性,其治疗用途受到阻碍。在这项研究中,我们合成了聚乙二醇修饰的阳离子脂质体来封装利巴韦林(RBV-PCL)并将其配制成喷雾剂,旨在通过呼吸给药提高RBV的有效性。脂多糖(LPS),一种已知在动物中诱导AP模型的化合物,在我们的研究中使用。成功,采用雾化吸入法建立小鼠急性肺炎模型。通过动物实验,我们研究了RBV-PCL对AP小鼠的治疗作用。体内研究揭示了有希望的结果。RBV-PCL能有效延长AP小鼠的生存期,显着降低炎症标志物如白细胞介素-6(IL-6)和肿瘤坏死因子-α(TNF-α)的水平,并抑制小鼠肺和脾脏中中性粒细胞的浸润。提示RBV-PCL能有效抑制AP小鼠的炎症反应,因此,作为治疗急性肺炎的一种新的治疗方法具有巨大的潜力。
    Acute pneumonia (AP), triggered primarily by pathogens like bacteria and viruses, is a leading cause of human mortality. Ribavirin, a broad-spectrum antiviral agent, plays a pivotal role in the treatment of AP. However, its therapeutic use is hindered by the need for high dosages and the associated cardiac and hepatic toxicities. In this study, we synthesized polyethylene glycol-modified cationic liposomes to encapsulate ribavirin (RBV-PCL) and formulated it into a spray, aiming to enhance the effectiveness of RBV through respiratory administration. Lipopolysaccharide (LPS), a compound known to induce AP models in animals, was utilized in our research. Successfully, we established an acute pneumonia model in mice using aerosol inhalation. Through animal experiments, we investigated the therapeutic effects of RBV-PCL on mice with AP. In vivo studies revealed promising results. RBV-PCL effectively prolonged the survival of mice with AP, significantly reduced the levels of inflammatory markers such as interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α), and inhibited the infiltration of neutrophils in the lungs and spleens of mice. These findings suggest that RBV-PCL can effectively suppress the inflammatory response in mice with AP, thus holding significant potential as a novel therapeutic approach for the treatment of acute pneumonia.
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  • 文章类型: Journal Article
    这篇综述综合评价了体育锻炼对氧化应激和亚硝基应激的影响。主要关注抗氧化剂的作用。使用叙事综合方法,来自实证研究的数据,reviews,系统评价,2004年至2024年发表的荟萃分析从PubMed等数据库中进行了整理,EBSCO(EDS),和谷歌学者,最终纳入了41项研究。这些研究的质量经过严格评估,以确保目标的明确性。论点的连贯性,全面的文献报道,和深度的批判性分析。研究结果表明,适度的运动通过刺激增强抗氧化防御能力,而过度运动可能会加剧氧化应激。该评论还强调,虽然天然饮食抗氧化剂是有益的,高剂量补充剂可能会阻碍对运动的积极适应。总之,该审查呼吁对量身定制的运动和营养计划进行更集中的研究,以进一步了解这些复杂的相互作用,并优化运动员和普通人群的健康结果。
    This review comprehensively evaluates the effects of physical exercise on oxidative and nitrosative stress, mainly focusing on the role of antioxidants. Using a narrative synthesis approach, data from empirical studies, reviews, systematic reviews, and meta-analyses published between 2004 and 2024 were collated from databases like PubMed, EBSCO (EDS), and Google Scholar, culminating in the inclusion of 41 studies. The quality of these studies was rigorously assessed to ensure the clarity of objectives, coherence in arguments, comprehensive literature coverage, and depth of critical analysis. Findings revealed that moderate exercise enhances antioxidant defenses through hormesis, while excessive exercise may exacerbate oxidative stress. The review also highlights that while natural dietary antioxidants are beneficial, high-dose supplements could impede the positive adaptations to exercise. In conclusion, the review calls for more focused research on tailored exercise and nutrition plans to further understand these complex interactions and optimize the health outcomes for athletes and the general population.
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  • 文章类型: Journal Article
    Stomolophusmeleagris毒素引起严重的皮肤症状,称为水母皮炎。由于复杂的毒液成分,皮炎的潜在分子机制和治疗效率仍然难以捉摸。首先研究了Troxerutin(TRX)的生物学活性和分子调节机制,可作为水母皮炎的潜在治疗方法。
    我们使用小鼠爪肿胀模型和相应的酶联免疫吸附测定(ELISA)分析,在体内和体外检查了TRX对从S.meleagris获得的触手提取物(TE)的抑制作用。细胞计数试剂盒-8测定,流式细胞术,分别。TRX对HaCaT细胞的作用机制通过RNA测序探索相关信号通路活性的改变,并通过RT-qPCR验证,Westernblot进一步证实TRX对TE引起的炎症和氧化损伤的保护作用。
    TE在体内和体外显着诱导了小鼠爪皮肤毒性和炎性细胞因子和活性氧的积累。此外,丝裂原活化蛋白激酶(MAPKs)和核因子-κB(NF-κB)信号通路的磷酸化显著增加.同时,TRX治疗可显着改善TE引起的急性皮肤炎症和氧化应激。值得注意的是,TRX通过启动核因子红系2相关因子2信号通路抑制MAPK和NF-κB的磷酸化,这导致炎性细胞因子释放减少。
    TRX抑制了引起水母皮炎炎症和氧化损伤的主要信号通路,在临床应用中提供了一种新的疗法。
    UNASSIGNED: Stomolophus meleagris envenomation causes severe cutaneous symptoms known as jellyfish dermatitis. The potential molecule mechanisms and treatment efficiency of dermatitis remain elusive because of the complicated venom components. The biological activity and molecular regulation mechanism of Troxerutin (TRX) was firstly examined as a potential treatment for jellyfish dermatitis.
    UNASSIGNED: We examined the inhibit effects of the TRX on tentacle extract (TE) obtained from S. meleagris in vivo and in vitro using the mice paw swelling models and corresponding assays for Enzyme-Linked Immunosorbent Assay (ELISA) Analysis, cell counting kit-8 assay, flow cytometry, respectively. The mechanism of TRX on HaCaT cells probed the altered activity of relevant signaling pathways by RNA sequencing and verified by RT-qPCR, Western blot to further confirm protective effects of TRX against the inflammation and oxidative damage caused by TE.
    UNASSIGNED: TE significantly induced the mice paw skin toxicity and accumulation of inflammatory cytokines and reactive oxygen species in vivo and vitro. Moreover, a robust increase in the phosphorylation of mitogen-activated protein kinase (MAPKs) and nuclear factor-kappa B (NF-κB) signaling pathways was observed. While, the acute cutaneous inflammation and oxidative stress induced by TE were significantly ameliorated by TRX treatment. Notablly, TRX suppressed the phosphorylation of MAPK and NF-κB by initiating the nuclear factor erythroid 2-related factor 2 signaling pathway, which result in decreasing inflammatory cytokine release.
    UNASSIGNED: TRX inhibits the major signaling pathway responsible for inducing inflammatory and oxidative damage of jellyfish dermatitis, offering a novel therapy in clinical applications.
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  • 文章类型: Journal Article
    背景:环状RNA(circularRNAs,circRNAs)是一种新型的非编码RNA,被证明在多种糖尿病并发症的发展中起着至关重要的作用。然而,它们在糖尿病(DM)受损的唾液腺中的表达和功能尚不清楚。
    结果:通过使用微阵列技术,在2倍变化和P<0.05截止标准下,在2型DM小鼠的腮腺(PG)中鉴定出663个上调和999个下调的circRNAs,同时813个上调和525个下调的mRNAs。基因本体论(GO)和京都基因和基因组百科全书(KEGG)对上调mRNA的分析显示了免疫系统过程和过氧化物酶体增殖物激活受体(PPAR)信号通路的富集。在糖尿病PG中观察到炎症细胞的浸润和增加的炎症细胞因子。选择通过qRT-PCR验证的7种不同表达的circRNA用于编码-非编码基因共表达(CNC)和竞争内源性RNA(ceRNA)网络分析。PPAR信号通路主要通过circRNA-mRNA网络分析来富集。此外,circRNA-miRNA-mRNA网络强调了肌动蛋白细胞骨架调节的富集。
    结论:糖尿病PGs的炎症反应升高。所选择的七个不同的circRNAs可以通过调节糖尿病PG中的PPAR信号通路和肌动蛋白细胞骨架的炎症反应来归因于糖尿病PG的损伤。
    BACKGROUND: Circular RNAs (circRNAs) are a novel kind of non-coding RNAs proved to play crucial roles in the development of multiple diabetic complications. However, their expression and function in diabetes mellitus (DM)-impaired salivary glands are unknown.
    RESULTS: By using microarray technology, 663 upregulated and 999 downregulated circRNAs companied with 813 upregulated and 525 downregulated mRNAs were identified in the parotid glands (PGs) of type2 DM mice under a 2-fold change and P < 0.05 cutoff criteria. Gene ontology (GO) and kyoto encyclopedia of genes and genomes (KEGG) analysis of upregulated mRNAs showed enrichments in immune system process and peroxisome proliferator-activated receptor (PPAR) signaling pathway. Infiltration of inflammatory cells and increased inflammatory cytokines were observed in diabetic PGs. Seven differently expressed circRNAs validated by qRT-PCR were selected for coding-non-coding gene co-expression (CNC) and competing endogenous RNA (ceRNA) networks analysis. PPAR signaling pathway was primarily enriched through analysis of circRNA-mRNA networks. Moreover, the circRNA-miRNA-mRNA networks highlighted an enrichment in the regulation of actin cytoskeleton.
    CONCLUSIONS: The inflammatory response is elevated in diabetic PGs. The selected seven distinct circRNAs may attribute to the injury of diabetic PG by modulating inflammatory response through PPAR signaling pathway and actin cytoskeleton in diabetic PGs.
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  • 文章类型: Journal Article
    西尼罗河病毒(WNV)是一种重要的嗜神经病毒,它解释了人类虫媒病毒性脑炎和脑膜炎的出现。WNV与信号通路的相互作用在控制WNV感染中起关键作用。我们已经研究了AKT和ERK途径在支持WNV传播和调节WNV感染后的炎症反应中的作用。WNV在源自人和小鼠的神经元细胞系中建立了生产性感染。IL-11和TNF-α的表达在感染的人神经细胞中显著上调,表明在WNV感染后引发炎症反应。WNV孵育快速激活AKT(AKT-S6-4E-BP1)和ERK(MEK-ERK-p90RSK)途径的信号传导级联。用AKT抑制剂MK-2206或MEK抑制剂U0126治疗消除了WNV诱导的AKT或ERK活化。在WNV感染后24小时可以检测到AKT和ERK信号通路的强烈激活,而这种激活在感染后48小时被取消。U0126处理或敲低ERK表达显著增加WNVRNA水平和病毒滴度,并有效降低WNV诱导的IL-11产生,提示ERK通路参与WNV增殖和IL-11诱导。MK-2206处理增强WNVRNA复制,伴随IL-11产生的适度降低。这些结果表明,AKT和ERK信号通路的参与促进了病毒感染,并且可能与WNV发病机理有关。
    West Nile virus (WNV) is an important neurotropic virus that accounts for the emergence of human arboviral encephalitis and meningitis. The interaction of WNV with signaling pathways plays a key role in controlling WNV infection. We have investigated the roles of the AKT and ERK pathways in supporting WNV propagation and modulating the inflammatory response following WNV infection. WNV established a productive infection in neuronal cell lines originated from human and mouse. Expression of IL-11 and TNF-α was markedly up-regulated in the infected human neuronal cells, indicating elicitation of inflammation response upon WNV infection. WNV incubation rapidly activated signaling cascades of AKT (AKT-S6-4E-BP1) and ERK (MEK-ERK-p90RSK) pathways. Treatment with AKT inhibitor MK-2206 or MEK inhibitor U0126 abrogated WNV-induced AKT or ERK activation. Strong activation of AKT and ERK signaling pathways could be detectable at 24 h after WNV infection, while such activation was abolished at 48 h post infection. U0126 treatment or knockdown of ERK expression significantly increased WNV RNA levels and viral titers and efficiently decreased IL-11 production induced by WNV, suggesting the involvement of ERK pathway in WNV propagation and IL-11 induction. MK-2206 treatment enhanced WNV RNA replication accompanied with a moderate decrease in IL-11 production. These results demonstrate that engagement of AKT and ERK signaling pathways facilitates viral infection and may be implicated in WNV pathogenesis.
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  • 文章类型: Journal Article
    BMP和活化素膜结合抑制剂(BAMBI)是一种跨膜糖蛋白,被称为TGFβ的假受体,as,虽然它的胞外结构域与I型TGFβ受体相似,其细胞内结构较短,缺乏丝氨酸/苏氨酸磷酸激酶信号基序。BAMBI可以调节许多生物学现象,包括葡萄糖和脂质代谢,炎症反应,细胞增殖和分化。此外,BAMBI在mRNA和蛋白质水平的异常表达有助于各种人类病理,包括肥胖和癌症.在本次审查中,简要介绍了BAMBI的结构,描述了其相关的信号通路和生理功能。了解BAMBI结构和功能可能有助于了解疾病的发生,包括肥胖和糖尿病,在其他人中。本综述为BAMBI作为潜在的生物标志物或治疗靶点的开发提供了理论基础。
    BMP and activin membrane-bound inhibitor (BAMBI) is a transmembrane glycoprotein, known as a pseudo-receptor for TGFβ, as, while its extracellular domain is similar to that of type I TGFβ receptors, its intracellular structure is shorter and lacks a serine/threonine phosphokinase signaling motif. BAMBI can regulate numerous biological phenomena, including glucose and lipid metabolism, inflammatory responses, and cell proliferation and differentiation. Furthermore, abnormal expression of BAMBI at the mRNA and protein levels contributes to various human pathologies, including obesity and cancer. In the present review, the structure of BAMBI is briefly introduced and its associated signaling pathways and physiological functions are described. Understanding of BAMBI structure and function may contribute to knowledge regarding the occurrence of diseases, including obesity and diabetes, among others. The present review provides a theoretical foundation for the development of BAMBI as a potential biomarker or therapeutic target.
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  • 文章类型: Journal Article
    非酒精性脂肪性肝病(NAFLD)是最常见的肝脏疾病,全球患病率为25%。目前,目前尚无批准的疗法。桑枝(桑芝)生物碱(SZ-As),一种新颖的天然药物,在治疗2型糖尿病方面取得了综合效益;然而,很少有研究关注其在改善肝脏脂质代谢紊乱中的作用。在这里,通过结合转录组学和脂质组学研究SZ-As对高脂饮食(HFD)联合链脲佐菌素(STZ)诱导的NAFLD小鼠的治疗效果和机制。SZ-As降低体重和肝脏脂质水平,恢复了病理交替并转换了血液生化扰动。SZ-A处理还显著抑制脂肪生成和增强脂解,脂肪酸氧化和产热。转录组学分析证实,SZ-As主要改变脂肪酸氧化代谢和TNF信号通路。进一步证明SZ-As下调炎症因子并有效改善肝脏炎症。脂质组学分析还表明,SZ-As影响差异脂质,包括甘油三酯(TG)和磷脂酰胆碱(PC)的表达,主要代谢途径包括甘油磷脂,鞘磷脂和胆碱代谢。总的来说,结合转录组学和代谢组学数据,建议SZ-As可能通过调节脂质代谢途径(甘油磷脂代谢和胆碱代谢)和增加PC和溶血磷脂酰胆碱(LPC)代谢产物的水平来发挥其对NAFLD的治疗作用。本研究为SZ-As更广泛的临床应用提供了依据。
    Non-alcoholic fatty liver disease (NAFLD) is the most common liver disorder, with a global prevalence of 25%. Currently, there remains no approved therapy. Ramulus mori (Sangzhi) alkaloids (SZ-As), a novel natural medicine, have achieved comprehensive benefits in the treatment of type 2 diabetes; however, few studies have focused on its role in ameliorating hepatic lipid metabolic disturbance. Herein, the therapeutic effect and mechanism of SZ-As on a high-fat diet (HFD) combined with streptozotocin (STZ)-induced NAFLD mice were investigated via incorporating transcriptomics and lipidomics. SZ-As reduced body weight and hepatic lipid levels, restored pathological alternation and converted the blood biochemistry perturbations. SZ-A treatment also remarkedly inhibited lipogenesis and enhanced lipolysis, fatty acid oxidation and thermogenesis. Transcriptomics analysis confirmed that SZ-As mainly altered fatty acid oxidative metabolism and the TNF signaling pathway. SZ-As were further demonstrated to downregulate inflammatory factors and effectively ameliorate hepatic inflammation. Lipidomics analysis also suggested that SZ-As affected differential lipids including triglyceride (TG) and phosphatidylcholine (PC) expression, and the main metabolic pathways included glycerophospholipid, sphingomyelins and choline metabolism. Collectively, combined with transcriptomics and metabolomics data, it is suggested that SZ-As exert their therapeutic effect on NAFLD possibly through regulating lipid metabolism pathways (glycerophospholipid metabolism and choline metabolism) and increasing levels of PC and lysophosphatidylcholine (LPC) metabolites. This study provides the basis for more widespread clinical applications of SZ-As.
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  • 文章类型: Journal Article
    背景:乳酸,作为感染性休克的重要临床评价指标,在感染性休克的发生和进展中至关重要。本研究旨在探讨差异表达,监管关系,临床诊断效能,乳酸代谢相关基因(LMGs)在感染性休克中的免疫浸润。方法:从GEO数据库中筛选出两个脓毒症休克数据集(GSE26440和GSE131761),并筛选出两个数据集的共同差异表达基因(DEGs)。LMGs是从GeneCards数据库中选择的,和乳酸代谢相关的DEGs(LMDEGs)通过整合DEGs和LMGs来确定。蛋白质-蛋白质相互作用网络,mRNA-miRNA,mRNA-RBP,使用STRING构建mRNA-TF相互作用网络,miRDB,恩科里,和CHIPBase数据库,分别。构建每个LMDEGs的受试者工作特征(ROC)曲线,以评价与脓毒性休克相关的表达变化的诊断功效。最后,使用ssGSEA和CIBERSORT进行免疫浸润分析。结果:本研究确定了10个LMDEGs,包括LDHB,STAT3,LDHA,GSR,FOXM1,PDP1,GCDH,GCKR,ABCC1和CDKN3。富集分析显示DEGs在丙酮酸代谢等途径中显著富集,缺氧途径,和免疫炎症途径。基于LMDEGs的PPI网络,以及148对mRNA-miRNA相互作用,243对mRNA-RBP相互作用,并建立了119对mRNA-TF相互作用。八个LMDEGs的ROC曲线(LDHA,GSR,STAT3,CDKN3,FOXM1,GCKR,在两个数据集中具有一致表达模式的PDP1和LDHB)的曲线下面积(AUC)为0.662至0.889。ssGSEA和CIBERSORT的结果均显示各种免疫细胞的浸润有显著差异,包括CD8T细胞,调节性T细胞,和自然杀伤细胞,和LMDEGs,如STAT3,LDHB,LDHA,PDP1、GSR、FOXM1和CDKN3与各种免疫细胞显着相关。结论:LMDEGs与感染性休克的免疫炎症反应密切相关,对感染性休克具有一定的诊断准确性。
    Background: Lactate, as an essential clinical evaluation index of septic shock, is crucial in the incidence and progression of septic shock. This study aims to investigate the differential expression, regulatory relationship, clinical diagnostic efficacy, and immune infiltration of lactate metabolism-related genes (LMGs) in septic shock. Methods: Two sepsis shock datasets (GSE26440 and GSE131761) were screened from the GEO database, and the common differentially expressed genes (DEGs) of the two datasets were screened out. LMGs were selected from the GeneCards database, and lactate metabolism-related DEGs (LMDEGs) were determined by integrating DEGs and LMGs. Protein-protein interaction networks, mRNA-miRNA, mRNA-RBP, and mRNA-TF interaction networks were constructed using STRING, miRDB, ENCORI, and CHIPBase databases, respectively. Receiver operating characteristic (ROC) curves were constructed for each of the LMDEGs to evaluate the diagnostic efficacy of the expression changes in relation to septic shock. Finally, immune infiltration analysis was performed using ssGSEA and CIBERSORT. Results: This study identified 10 LMDEGs, including LDHB, STAT3, LDHA, GSR, FOXM1, PDP1, GCDH, GCKR, ABCC1, and CDKN3. Enrichment analysis revealed that DEGs were significantly enriched in pathways such as pyruvate metabolism, hypoxia pathway, and immune-inflammatory pathways. PPI networks based on LMDEGs, as well as 148 pairs of mRNA-miRNA interactions, 243 pairs of mRNA-RBP interactions, and 119 pairs of mRNA-TF interactions were established. ROC curves of eight LMDEGs (LDHA, GSR, STAT3, CDKN3, FOXM1, GCKR, PDP1, and LDHB) with consistent expression patterns in two datasets had an area under the curve (AUC) ranging from 0.662 to 0.889. The results of ssGSEA and CIBERSORT both showed significant differences in the infiltration of various immune cells, including CD8 T cells, T regulatory cells, and natural killer cells, and LMDEGs such as STAT3, LDHB, LDHA, PDP1, GSR, FOXM1, and CDKN3 were significantly associated with various immune cells. Conclusion: The LMDEGs are significantly associated with the immune-inflammatory response in septic shock and have a certain diagnostic accuracy for septic shock.
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