microarrays

微阵列
  • 文章类型: Journal Article
    柔性有机近红外(NIR)光电晶体管在非侵入性生物成像等潜在应用中具有广阔的前景,健康监测,和生物认证。对于高性能器件的集成电路,具有精确定位的有机单晶微/纳米结构是突出的预期。然而,有机单晶阵列的制造仍然是一个难题,因为在微米级受限空间的去湿过程的图案化阵列和调节去湿动力学中遇到了困难。在这里,我们利用毛细管桥光刻策略来制造高质量的有机1D阵列,均匀尺寸,以及对高性能柔性有机近红外光电晶体管的确定性位置。通过调整具有不对称润湿性的微柱模板,可以同步实现规则的微液体条纹和单向去湿。因此,基于高通量1D阵列的有机场效应晶体管具有高达9.82cm2V-1s-1的高电子迁移率。令人印象深刻的是,柔性近红外光电晶体管还表现出优异的光电性能,光敏度为9.87×105,1.79×104AW-1的响应度,和3.92×1014琼斯的特定探测率。这项工作为将高通量有机单晶微阵列图案化为柔性NIR有机光电子提供了新的方法。
    Flexible organic near-infrared (NIR) phototransistors hold promising prospects for potential applications such as noninvasive bioimaging, health monitoring, and biometric authentication. For integrated circuits of high-performance devices, organic single-crystalline micro-/nanostructures with precise positioning are prominently anticipated. However, the manufacturing of organic single-crystalline arrays remains a conundrum due to difficulties encountered in patterning arrays of dewetting processes at micron-scale confined space and modulating the dewetting dynamics. Herein, we utilize a capillary-bridge lithography strategy to fabricate organic 1D arrays with high quality, homogeneous size, and deterministic location toward high-performance flexible organic NIR phototransistors. Regular micro-liquid stripes and unidirectional dewetting are synchronously achieved by adapting micropillar templates with asymmetric wettability. As a result, high-throughput 1D arrays based organic field-effect transistors exhibit high electron mobility up to 9.82 cm2  V-1  s-1 . Impressively, flexible NIR phototransistors also show outstanding photoelectronic performances with a photosensitivity of 9.87 × 105 , a responsivity of 1.79 × 104  A W-1 , and a specific detectivity of 3.92 × 1014 Jones. This work paves a novel way to pattern high-throughput organic single-crystalline microarrays toward flexible NIR organic optoelectronics.
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  • 文章类型: Journal Article
    三阴性乳腺癌(TNBC)是一种异质性疾病,通常预后和治疗反应不佳。为了识别有针对性的生物标志物并指导个性化护理,科学家已经开发了基于转录组学分析的TNBC的多种分子分类系统。然而,对TNBC的分子亚型没有共识,可能是由于不同研究小组使用的技术和计算方法存在差异。这里,我们重新评估了TNBC亚型的主要步骤,验证了已建立的TNBC亚型的可重复性,并确定了两个具有更大样本量的亚型。通过比较不同工作流的结果,我们证明了福尔马林固定的局限性,石蜡包埋样品,以及跨微阵列平台的批量效应去除。我们还改进了TNBC子类型的计算工具的使用。此外,我们整合了高质量的多机构TNBC数据集(发现集:n=457;验证集:n=165).独立对发现集和验证集执行无监督聚类,我们验证了以前发现的四种亚型:腔内雄激素受体,间充质,免疫调节,和基底样免疫抑制。此外,我们根据TNBC肿瘤与一种以上特征明确的亚型的相似性,确定了两种潜在的中间状态.总之,我们通过综合分析解决了以前TNBC亚型的问题和局限性。我们的结果促进了未来亚型研究的合理设计,并为TNBC患者分层提供了新的见解。
    Triple-negative breast cancer (TNBC) is a heterogeneous disease with diverse, often poor prognoses and treatment responses. In order to identify targetable biomarkers and guide personalized care, scientists have developed multiple molecular classification systems for TNBC based on transcriptomic profiling. However, there is no consensus on the molecular subtypes of TNBC, likely due to discrepancies in technical and computational methods used by different research groups. Here, we reassessed the major steps for TNBC subtyping, validated the reproducibility of established TNBC subtypes, and identified two more subtypes with a larger sample size. By comparing results from different workflows, we demonstrated the limitations of formalin-fixed, paraffin-embedded samples, as well as batch effect removal across microarray platforms. We also refined the usage of computational tools for TNBC subtyping. Furthermore, we integrated high-quality multi-institutional TNBC datasets (discovery set: n = 457; validation set: n = 165). Performing unsupervised clustering on the discovery and validation sets independently, we validated four previously discovered subtypes: luminal androgen receptor, mesenchymal, immunomodulatory, and basal-like immunosuppressed. Additionally, we identified two potential intermediate states of TNBC tumors based on their resemblance with more than one well-characterized subtype. In summary, we addressed the issues and limitations of previous TNBC subtyping through comprehensive analyses. Our results promote the rational design of future subtyping studies and provide new insights into TNBC patient stratification.
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  • 文章类型: Journal Article
    背景:肺癌是大多数国家癌症死亡的主要原因。尽管早期诊断和治疗严重影响预后,肺癌通常只在疾病的晚期才发现。
    目的:广泛使用的筛查和诊断方法不适用于预防性筛查,需要基于血清生物标志物的高通量技术。
    方法:我们筛选了501份血清样本,包括224例肺癌(LC),126个疾病对照(DC)和151个健康供体(HC)样品,用于新的血清自身抗体作为肺癌早期诊断的生物标志物。在第一阶段,我们使用HuProtTM微阵列对24例LC和24例HC样本进行了初步血清抗体筛选.在第二阶段,我们筛选了60个LC,60个DC和60个HC血清样本,使用在I期筛选出的22个候选自身抗体生物标志物构建的聚焦阵列。
    结果:数据建模和验证后,我们选择了四种潜在的早期LC蛋白生物标志物,IL2RB,CENPB,TP53和XAGE1A,个体特异性>90%,敏感性为21.2%至32.2%。当它们在一组中组合时,这四种生物标志物对于早期LC具有>90%的特异性和>65.5%的灵敏度。使用ELISA测定法和273份血清样品(140LC,66DC和67HC)给出了相似的结果(特异性>91.7%,灵敏度>61.43%)。
    结论:IL2RB,CENPB,TP53和XAGE1A联合生物标志物组具有快速筛查的潜力,可以改善早期LC的诊断,因此也有可能改善其预后。
    Lung cancer is the leading cause of cancer death in most countries. Although early diagnosis and treatment critically influence prognosis, lung cancers are generally only discovered in the late stages of the disease.
    Widely-used screening and diagnostic methods are not suitable for preventive screening, and high-throughput technologies based on serum biomarkers are needed.
    We screened 501 serum samples, including 224 lung cancer (LC), 126 disease control (DC), and 151 healthy donor (HC) samples for new serum autoantibodies as biomarkers in the early diagnosis of lung cancer. In phase I, we used HuProtTM microarrays to perform preliminary serum antibody screening on 24 LC and 24 HC samples. In phase II, we screened 60 LC, 60 DC, and 60 HC serum samples using focused arrays constructed with 22 of the candidate autoantibody biomarkers screened out in phase I.
    After data modeling and validation, we selected four potential early LC protein biomarker candidates, IL2RB, CENPB, TP53, and XAGE1A, with individual specificities >90% and sensitivities ranging from 21.2% to 32.2%. These four biomarkers had a specificity of >90% and a sensitivity of >65.5% for early LC when they combined in a panel. Further evaluation of these four biomarker candidates using ELISA assays and 273 serum samples (140 LC, 66 DC, and 67 HC) gave similar results (specificity of >91.7%, sensitivity >61.43%).
    IL2RB, CENPB, TP53, and XAGE1A combined biomarker panel holds potential for rapid screening and improving the diagnosis of early-stage LC, thus potentially also improving its prognosis.
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  • 文章类型: Journal Article
    单细胞的粘附是多种细胞行为和生命过程的基础。然而,由于周围细胞的粘附或干扰不足,研究特定细胞的功能仍然具有挑战性。在这里,据报道,一种开放的微流体系统用于培养粘附的单细胞,通过在喷墨打印的聚赖氨酸模板上的微米级液滴基质来实现。靶细胞与来自其他液滴的任何细胞分离,并且通过使用微流体提取器的原位研究确定它们的粘附强度与传统的培养皿相当。在这个拟议的平台上,观察到分离的单细胞显示出完全不同的扩散行为,其特征是完全没有伸长,表明细胞行为从它们的“单一性”发生了剧烈的变化。\"该系统对各种分析方法具有很高的通用性和兼容性,在详细的单细胞行为和细胞异质性研究中确保有希望的潜力。
    Adhesion of single cells is the foundation of manifold cellular behaviors and life processes. However, investigating the function of a specific cell is still challenging due to deficiency of adhesion or interference from surrounding cells. Herein, an open microfluidic system is reported for culturing adherent single cells, implemented by a micrometer-scale droplet matrix on an inkjet-printed polylysine template. The target cells are isolated from any cell from other droplets, and their adhesion strength is determined to be comparable to conventional petri dishes via an in-situ investigation with a microfluidic extractor. On this proposed platform, isolated single cells are observed to display an entirely distinct spreading behavior featuring total absence of elongation, indicating drastic cell behavior change from their \"singleness.\" This system has high versatility and compatibility for various assaying methods, assuring a promising potential in detailed single cell behavior and cell heterogeneity studies.
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  • 文章类型: Journal Article
    具有精确排列的二元单元的数字聚合物为信息存储提供了重要的选择。如果数字聚合物组装在设备中,尤其如此,因为这将是非常有益的数据写入和读取在实践中。在这里,受到DNA微阵列技术的启发,提出了在质谱靶板上进行可编程信息存储和读取的方法。首先,4位序列编码的二硫代琥珀酰亚胺低聚物的阵列通过串联质谱(MS/MS)通过具有良好序列可读性的顺序硫醇-马来酰亚胺迈克尔偶联有效地构建。然后,用于信息存储的工程微阵列,一个编程的机械臂是专门设计用于精确加载序列编码的低聚物到目标板上,并且开发了用于从MS/MS测序中有效读出数据的解码软件。值得注意的是,短序列编码的寡聚体链可用于写入信息的长字符串,和额外的纠错码通常不需要由于固有的伴随分段信号。不仅文本,而且还可以自动存储和解码具有出色的准确性。这项工作为可编程信息存储和读取提供了一个有前途的数字聚合物平台。
    Digital polymers with precisely arranged binary units provide an important option for information storage. This is especially true if the digital polymers are assembled in a device, as it would be of great benefit for data writing and reading in practice. Herein, inspired by the DNA microarray technique, the programmable information storing and reading on a mass spectrometry target plate is proposed. First, an array of 4-bit sequence-coded dithiosuccinimide oligomers is efficiently built through sequential thiol-maleimide Michael couplings with good sequence readability by tandem mass spectrometry (MS/MS). Then, toward engineering microarrays for information storage, a programmed robotic arm is specifically designed for precisely loading sequence-coded oligomers onto the target plate, and a decoding software is developed for efficient readout of the data from MS/MS sequencing. Notably, short sequence-coded oligomer chains can be used to write long strings of information, and extra error-correction codes are not required as usual due to the inherent concomitant fragmentation signals. Not only text but also bitimages can be automatically stored and decoded with excellent accuracy. This work provides a promising platform of digital polymers for programmable information storing and reading.
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  • 文章类型: Journal Article
    OBJECTIVE: The purpose of this research was to confirm the prognostic value of bestrophin-2 (BEST2), one of the hub genes in colon cancer, via bioinformatics analysis and validation in public databases and immunohistochemistry detection.
    METHODS: The GEO2R online tool and Venn diagram software were utilized to identify differentially expressed genes (DEGs) from expression profiles, including GSE20916, GSE44861 and GSE74602, from the Gene Expression Omnibus (GEO). The overall survival (OS) and disease-free survival (DFS) of colon cancer patients from The Cancer Genome Atlas (TCGA) were analyzed through Kaplan-Meier survival curves. Verification of the significance of BEST2 in colon cancer was based on TCGA, Genotype Tissue Expression (GTEx) and 10 datasets from GEO. BEST2 expression was detected with immunohistochemistry (IHC) in 330 colon tissue samples on microarrays including 165 colon cancerand 165 adjacent normal tissues. For further validation, comprehensive analysis from tissue microarrays and multiple datasets was performed by the summarizing of receiver operating characteristic (SROC) curves and the standard mean differences (SMDs). BEST2 expression in various kinds of colon cancer tissues and cell lines in the context of pancancer was obtained from the Expression Atlas database. The CBioPortal database was queried to identify BEST2 gene alterations and mutation status in colon cancer. Correlated genes (CEGs) with BEST2 and DEGs from public database data were assembled for functional and pathway enrichment analysis.
    RESULTS: We identified 85 DEGs from the three datasets and screened out BEST2 as a prognostic predictor via the TCGA database. Colon cancer patients with high expression of BEST2 had better survival than patients with low BEST2 (HR = 0.5, P = 0.006) as shown in Kaplan-Meier survival curves in GEPIA. In all, 1463 colon cancer tissues and 1023 colon normal tissues were gathered via public databases as well as in-house tissue microarrays. The comprehensiveexpression analysis suggested low-expression of BEST2 in colon cancer (SMD = -2.48, 95% CI [-3.15- -1.80]) and the notable efficacy of BEST2 expression in differentiating colon cancer from noncancer samples (AUC = 0.97). Gene alteration status of BEST2 occurred in 5% of colon cancer cases, mostly missense mutations and deep deletions. Genes positively correlated with BEST2 and DEGs primarily aggregated in pathways such as anion absorption, digestive juice secretion, cAMP signaling and so on (P < 0.05).
    CONCLUSIONS: Ampleevidencesupportsthe role of BEST2 in distinguishing colon cancer from normal tissues in this research. Low expression of BEST2 is correlated with a shorter OS, which implies that BEST2 can be employed as a potential biomarker and therapeutictarget in colon cancer.
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  • 文章类型: Journal Article
    在过去的二十年里,大量非传染性/慢性疾病在全球范围内达到流行水平,例如2型糖尿病,心血管疾病,几种类型的恶性肿瘤,神经和眼病-所有施加系统的巨大社会经济负担,次要,和三级医疗保健。范式从反应性转变为预测性,预防性,个性化医疗(3PM/PPPM)已被宣布为整体医疗保健方法的重要转变,以造福患者和整个社会。为此,特定的生物标志物小组有助于为患者量身定制的个性化预防和治疗的具有成本效益的预测方法.生物标志物的来源对于诊断测试和治疗目标的特异性和可靠性至关重要。此外,任何诊断方法优先应该是非侵入性的,以增加生物材料的可用性,并降低潜在并发症的风险以及伴随的成本。泪液显然满足了这些要求,这代表了生物标志物面板的宝贵来源。“病态眼”的合理原则使全面的泪液生物标志物分析不仅与眼部病理的诊断高度相关,而且与预测高度相关。预后,和全身性疾病的治疗监测。一个突出的例子是与一系列严重并发症相关的Sicca综合征,包括干眼,神经学,和肿瘤疾病。在这次审查中,突出了泪液中的蛋白质谱,并举例说明了几种相关病理的相应生物标志物,包括干眼症,糖尿病视网膜病变,癌症,和神经系统疾病。相应的分析方法,如样品预处理,差异蛋白质组学,电泳技术,高效液相色谱(HPLC),酶联免疫吸附测定(ELISA),微阵列,和质谱(MS)的方法是详细的。因此,我们提出了基于泪液生物标志物应用于3P医学实践的总体策略。在3P医学的背景下,泪液分析途径被认为是预测疾病发展,以预防措施为目标,并创建针对个人患者特征的治疗算法。
    Over the last two decades, a large number of non-communicable/chronic disorders reached an epidemic level on a global scale such as diabetes mellitus type 2, cardio-vascular disease, several types of malignancies, neurological and eye pathologies-all exerted system\'s enormous socio-economic burden to primary, secondary, and tertiary healthcare. The paradigm change from reactive to predictive, preventive, and personalized medicine (3PM/PPPM) has been declared as an essential transformation of the overall healthcare approach to benefit the patient and society at large. To this end, specific biomarker panels are instrumental for a cost-effective predictive approach of individualized prevention and treatments tailored to the person. The source of biomarkers is crucial for specificity and reliability of diagnostic tests and treatment targets. Furthermore, any diagnostic approach preferentially should be noninvasive to increase availability of the biomaterial, and to decrease risks of potential complications as well as concomitant costs. These requirements are clearly fulfilled by tear fluid, which represents a precious source of biomarker panels. The well-justified principle of a \"sick eye in a sick body\" makes comprehensive tear fluid biomarker profiling highly relevant not only for diagnostics of eye pathologies but also for prediction, prognosis, and treatment monitoring of systemic diseases. One prominent example is the Sicca syndrome linked to a cascade of severe complications that include dry eye, neurologic, and oncologic diseases. In this review, protein profiles in tear fluid are highlighted and corresponding biomarkers are exemplified for several relevant pathologies, including dry eye disease, diabetic retinopathy, cancers, and neurological disorders. Corresponding analytical approaches such as sample pre-processing, differential proteomics, electrophoretic techniques, high-performance liquid chromatography (HPLC), enzyme-linked immuno-sorbent assay (ELISA), microarrays, and mass spectrometry (MS) methodology are detailed. Consequently, we proposed the overall strategies based on the tear fluid biomarkers application for 3P medicine practice. In the context of 3P medicine, tear fluid analytical pathways are considered to predict disease development, to target preventive measures, and to create treatment algorithms tailored to individual patient profiles.
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  • 文章类型: Journal Article
    肥厚型心肌病(HCM)是一种常染色体显性遗传病,线粒体在HCM的进展中起着关键作用。这里,我们分析了核编码线粒体基因(NMGenes)在HCM中的表达模式,发现NMGenes的表达发生了显着变化。鉴定了总共316种差异表达的NMGene(DE-NMGene)。途径富集分析表明,能量代谢相关途径如“丙酮酸代谢”和“脂肪酸降解”失调,强调了HCM能量代谢的重要性。接下来,我们基于316DE-NMGenes构建了一个蛋白质-蛋白质相互作用网络,并确定了13个中心。然后,预测总共17个TFs(转录因子)可能根据iPregion调节316DE-NMGenes的表达,其中已发现8种TFs与病理性肥大有关。其余的TF(如GATA1、GATA5和NFYA)是进一步实验验证的良好候选者。最后,建立小鼠横主动脉缩窄(TAC)模型,对其基因进行验证,结果表明DDIT4、TKT、CLIC1,DDOST,和SNCA在TAC小鼠中均上调。本研究代表了评估NMGenes在HCM中的整体表达模式的第一个努力,并提供了对HCM分子机制的创新见解。
    Hypertrophic cardiomyopathy (HCM) is an autosomal dominant disease and mitochondria plays a key role in the progression in HCM. Here, we analyzed the expression pattern of nuclear-encoded mitochondrial genes (NMGenes) in HCM and found that the expression of NMGenes was significantly changed. A total of 316 differentially expressed NMGenes (DE-NMGenes) were identified. Pathway enrichment analyses showed that energy metabolism-related pathways such as \"pyruvate metabolism\" and \"fatty acid degradation\" were dysregulated, which highlighted the importance of energy metabolism in HCM. Next, we constructed a protein-protein interaction network based on 316 DE-NMGenes and identified thirteen hubs. Then, a total of 17 TFs (transcription factors) were predicted to potentially regulate the expression of 316 DE-NMGenes according to iRegulon, among which 8 TFs were already found involved in pathological hypertrophy. The remaining TFs (like GATA1, GATA5, and NFYA) were good candidates for further experimental verification. Finally, a mouse model of transverse aortic constriction (TAC) was established to validate the genes and results showed that DDIT4, TKT, CLIC1, DDOST, and SNCA were all upregulated in TAC mice. The present study represents the first effort to evaluate the global expression pattern of NMGenes in HCM and provides innovative insight into the molecular mechanism of HCM.
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  • 文章类型: Journal Article
    Fluorene-9-bisphenol (BHPF), a substitute for bisphenol A (BPA), has been widely used in the synthesis of polyester polymers. Studies have reported multiple BHPF toxicities but its effect on the liver remains unknown. In this study, we performed short-term and subchronic toxicity tests, as well as primary hepatocyte experiments, to investigate the hepatic toxicity of BHPF using CD-1 mice. And microarray was used to analyze the changes of global gene expression in the liver of mice treated with BHPF. The results showed that the liver coefficient and the activities of serum aminotransferases were obviously elevated by BHPF at doses of 27.8 mg/kg body weight (bw)/day or higher in mice treated for 10 days. Histological analysis showed obvious changes, including narrowed hepatic sinuses, dilated central vein, leucocyte infiltration, and cytoplasmic vacuolation, in the livers of mice treated with BHPF at dosages of 2 mg/kg bw/3-day and higher for 36 days. Microarray analyses revealed 2623 differentially expressed genes (DEGs) in the livers of mice treated with 50 mg/kg bw/day of BHPF for 3 days, which could be enriched in GO terms of T cell activation, leukocyte migration, and leukocyte chemotaxis and KEGG pathways of natural killer cell-mediated cytotoxicity and autoimmune thyroid disease. The top 10 hub DEGs, including LTF and MMP8, were observed in the protein-protein interaction network obtained via STRING database analysis, and are proposed as potential biomarkers for liver injury studies. Primary hepatocyte experiments demonstrated the hepatotoxicity of BHPF at concentrations of 10-6 M and higher. This study indicates that BHPF could cause liver injury at relatively low levels, suggesting that the risk of human BHPF exposure should be of concern.
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  • 文章类型: Journal Article
    非酒精性脂肪性肝炎(NASH)是非酒精性单纯性脂肪肝(NAFL)发展为肝硬化甚至肝癌的关键阶段。本研究旨在探索NASH中lncRNAs的表达谱和新型LncRNA-gm9795的生物学功能。
    进行微阵列分析以比较NASH肝脏中lncRNAs的表达谱,NAFLD和正常小鼠(每组5只小鼠)。使用含有脂多糖(LPS)或棕榈酸(PA)的甲硫氨酸-胆碱缺乏培养基(MCD)来建立NASH细胞模型。通过敲低或过表达LncRNA-gm9795在NASH中的作用和机制。
    发现总共381个lncRNAs不仅在NAFLD中高度表达,但在纳什也会更高。新型LncRNA-gm9795在NASH动物模型和NASH细胞模型的肝组织中显著高表达。用尼罗河红染色,我们发现gm9795不影响NASH的脂肪积累。然而,GM9795在NASH细胞模型中显著促进TNF的表达[公式:见正文],IL-6,IL-1[公式:见正文],NASH中重要的炎症介质。同时,我们发现GM9795上调了内质网应激(ERS)的关键分子,而NF-[配方:参见正文]B/JNK途径也被激活。当ERS激活剂Thapsigargin(TG)与Ggm9757si-RNA一起引入细胞时,NF-[配方:参见正文]B和JNK途径被激活。相反,ERS抑制剂牛磺熊去氧胆酸(TUDCA)抑制具有gm9795过表达质粒的细胞中的NF-kB和JNK途径。
    LncRNA-gm9795通过ERS通过NF-kB和JNK途径促进NASH中的炎症反应,为揭示NASH的发病机制和发现新的治疗靶点提供理论依据。
    Non-alcoholic steatohepatitis (NASH) is a key stage in leading development of non-alcoholic simple fatty liver (NAFL) into cirrhosis and even liver cancer. This study aimed at exploring the lncRNAs expression profile in NASH and the biological function of a novel LncRNA-gm9795.
    Microarray analysis was performed to compare the expression profiles of lncRNAs in the liver of NASH, NAFLD and normal mice (5 mice for each group). Methionine-choline-deficient Medium (MCD) with Lipopolysaccharide (LPS) or palmitic acid (PA)were used to built NASH cell models. The role and mechanism of LncRNA-gm9795 in NASH were explored by knocking down or over-expressing its expression.
    A total of 381 lncRNAs were found to be not only highly expressed in NAFLD, but also is going to go even higher in NASH. A novel LncRNA-gm9795 was significantly highly expressed in liver tissues of NASH animal models and NASH cell models. By staining with Nile red, we found that gm9795 did not affect the fat accumulation of NASH. However, gm9795 in NASH cell models significantly promoted the expression of TNF [Formula: see text], IL-6, IL-1[Formula: see text], the important inflammatory mediators in NASH. At the same time, we found that gm9795 upregulated the key molecules in endoplasmic reticulum stress (ERS), while NF-[Formula: see text]B/JNK pathways were also activated. When ERS activator Thapsigargin (TG) was introduced in cells with Ggm9757 si-RNA, NF-[Formula: see text]B and JNK pathways were activated. Conversely, ERS inhibitor Tauroursodeoxycholic acid (TUDCA) inhibited NF-kB and JNK pathways in cells with gm9795 overexpression plasmid.
    LncRNA-gm9795 promotes inflammatory response in NASH through NF-kB and JNK pathways by ERS, which might provide theoretical basis for revealing the pathogenesis of NASH and discovering new therapeutic targets.
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