RT-qPCR, Real-time quantitative polymerase chain reaction

RT - qPCR,实时定量聚合酶链反应
  • 文章类型: Journal Article
    头颈部鳞状细胞癌(HNSCC)的转录组分析对于理解HNSCC肿瘤的复杂生物学至关重要。MAPKAPK2或MK2是参与HNSCC进展的关键基因的mRNA转换的关键调节剂。然而,肿瘤的以MK2为中心的转录组概况尚不清楚。这项研究探讨了HNSCC与MK2在连接处的进展,以描绘肿瘤环境中MK2的生物学相关性和复杂的串扰。我们对HNSCC细胞和异种移植肿瘤进行了基于下一代测序的转录组分析,以确定MK2野生型和MK2敲低条件下的mRNA表达谱。使用基因表达测定验证了这些发现,免疫组织化学,和成绩单营业额研究。这里,我们通过注释和差异基因表达分析鉴定了一组关键的MK2调控候选基因.调节网络和途径富集揭示了它们在HNSCC发病机理中的重要性和参与。此外,基于3'-UTR的过滤识别了重要的MK2调节的下游靶基因,并通过nCounter基因表达测定对其进行了验证。最后,免疫组织化学和转录稳定性研究揭示了MK2在调节HNSCC中IGFBP2,MUC4和PRKAR2B的转录转换中的推定作用。最后,在这项研究中鉴定了MK2调节的候选基因,阐明了它们在HNSCC发病机制中的可能参与。这些基因具有作为HNSCC的诊断和治疗干预的目标的研究价值。
    Transcriptome analysis of head and neck squamous cell carcinoma (HNSCC) has been pivotal to comprehending the convoluted biology of HNSCC tumors. MAPKAPK2 or MK2 is a critical modulator of the mRNA turnover of crucial genes involved in HNSCC progression. However, MK2-centric transcriptome profiles of tumors are not well known. This study delves into HNSCC progression with MK2 at the nexus to delineate the biological relevance and intricate crosstalk of MK2 in the tumor milieu. We performed next-generation sequencing-based transcriptome profiling of HNSCC cells and xenograft tumors to ascertain mRNA expression profiles in MK2-wild type and MK2-knockdown conditions. The findings were validated using gene expression assays, immunohistochemistry, and transcript turnover studies. Here, we identified a pool of crucial MK2-regulated candidate genes by annotation and differential gene expression analyses. Regulatory network and pathway enrichment revealed their significance and involvement in the HNSCC pathogenesis. Additionally, 3\'-UTR-based filtering recognized important MK2-regulated downstream target genes and validated them by nCounter gene expression assays. Finally, immunohistochemistry and transcript stability studies revealed the putative role of MK2 in regulating the transcript turnover of IGFBP2, MUC4, and PRKAR2B in HNSCC. Conclusively, MK2-regulated candidate genes were identified in this study, and their plausible involvement in HNSCC pathogenesis was elucidated. These genes possess investigative values as targets for diagnosis and therapeutic interventions for HNSCC.
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  • 文章类型: Journal Article
    半乳糖基转移酶(GalT)是合成胞外多糖(EPS)的重要酶,生物膜的主要聚合物,保护细胞免受恶劣条件的影响。然而,的贡献,以及GalT的调节机制,在应激源抵抗仍不清楚。在这里,我们通过基因工程成功地在嗜酸乳杆菌NCFM中过表达GalT。重组菌株的GalT活性和冻干存活率显著增强。每股收益也增加了17.8%,表明耐冷冻干燥性与EPS之间存在正相关关系。RNA-Seq表明GalT可以调节膜转运系统的通量,关键的糖相关代谢途径,并促进群体感应以促进EPS的生物合成,这增强了耐冷冻干燥性。该研究结果具体证明了GalT调节EPS生物合成的机制在保护乳酸菌免受冷冻干燥胁迫中起着重要作用。
    Galactosyltransferase (GalT) is an important enzyme in synthesizing exopolysaccharide (EPS), the major polymer of biofilms protecting cells from severe conditions. However, the contribution to, and regulatory mechanism of GalT, in stressor resistance are still unclear. Herein, we successfully overexpressed GalT in Lactobacillus acidophilus NCFM by genetic engineering. The GalT activity and freeze-drying survival rate of the recombinant strain were significantly enhanced. The EPS yield also increased by 17.8%, indicating a positive relationship between freeze-drying resistance and EPS. RNA-Seq revealed that GalT could regulate the flux of the membrane transport system, pivotal sugar-related metabolic pathways, and promote quorum sensing to facilitate EPS biosynthesis, which enhanced freeze-drying resistance. The findings concretely prove that the mechanism of GalT regulating EPS biosynthesis plays an important role in protecting lactic acid bacteria from freeze-drying stress.
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  • 文章类型: Journal Article
    由于低级别胶质瘤(LGGs)的异质性,患者表现出各种无法通过组织学分类可靠预测的生存结局.肿瘤微环境(TME)有助于脑LGG的启动和进展。基于TME中的免疫和基质成分鉴定潜在的预后标志物将为LGG中TME的这两种成分的动态调节提供新的见解。我们应用ESTIMATE来计算来自癌症基因组图谱数据库的免疫和基质成分的比率。结合差异基因表达分析后,蛋白质相互作用网络的构建和生存分析,CD44被筛选为独立的预后因子,随后利用中国胶质瘤基因组图谱数据库的数据进行验证。为了破译TME和肿瘤进展中胶质瘤细胞CD44表达与基质细胞的关系,RT-qPCR,细胞活力和伤口愈合试验用于确定星形胶质细胞是否通过上调CD44表达来增强神经胶质瘤细胞活力和迁移。令人惊讶的是,通过CIBERSORT分析,M1巨噬细胞与CD44表达呈正相关。在单细胞测序数据的基础上,进一步提示CD44+神经胶质瘤细胞通过骨桥蛋白信号传导与小胶质细胞衍生的巨噬细胞(M1表型)相互作用。总的来说,我们发现星形胶质细胞可以提高胶质瘤细胞的CD44表达水平,增强M1巨噬细胞的募集,这可能通过骨桥蛋白-CD44信号传导促进神经胶质瘤的干性。因此,胶质瘤CD44的表达可能与TME中的胶质细胞活性协调,并可作为LGGs的潜在治疗靶标和预后标志物。
    Because of the heterogeneity of lower-grade gliomas (LGGs), patients show various survival outcomes that are not reliably predicted by histological classification. The tumour microenvironment (TME) contributes to the initiation and progression of brain LGGs. Identifying potential prognostic markers based on the immune and stromal components in the TME will provide new insights into the dynamic modulation of these two components of the TME in LGGs. We applied ESTIMATE to calculate the ratio of immune and stromal components from The Cancer Genome Atlas database. After combined differential gene expression analysis, protein-protein interaction network construction and survival analysis, CD44 was screened as an independent prognostic factor and subsequently validated utilizing data from the Chinese Glioma Genome Atlas database. To decipher the association of glioma cell CD44 expression with stromal cells in the TME and tumour progression, RT-qPCR, cell viability and wound healing assays were employed to determine whether astrocytes enhance glioma cell viability and migration by upregulating CD44 expression. Surprisingly, M1 macrophages were identified as positively correlated with CD44 expression by CIBERSORT analysis. CD44+ glioma cells were further suggested to interact with microglia-derived macrophages (M1 phenotype) via osteopontin signalling on the basis of single-cell sequencing data. Overall, we found that astrocytes could elevate the CD44 expression level of glioma cells, enhancing the recruitment of M1 macrophages that may promote glioma stemness via osteopontin-CD44 signalling. Thus, glioma CD44 expression might coordinate with glial activities in the TME and serve as a potential therapeutic target and prognostic marker for LGGs.
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  • 文章类型: Journal Article
    肝性脑病(HE)是慢性肝病的可逆性并发症之一。与较高的死亡率有关。在目前的临床实践中,用利福昔明和乳果糖/乳糖醇治疗是HE的一线治疗。随着病理生理学的进步,一种新的降氨药物已经被发现可以克服障碍和疾病负担。这些新型药物的机制差异很大,包括肠道微生物群的改变,肠内皮完整性,氧化应激,炎症标志物,和调节神经毒素。大多数试验都报道了粪便微生物移植治疗和预防HE的有希望的结果。白蛋白,益生菌,氟马西尼,聚乙二醇,AST-120,甘油苯丁酸酯,硝唑尼特,支链氨基酸,纳洛酮,和乙酰肉碱.然而,由于其研究设计存在重大缺陷,其临床应用受到限制,样本量,安全概况,偏见,和异质性。本研究将讨论肝硬化患者HE的新治疗目标与支持临床试验数据。
    Hepatic encephalopathy (HE) is one of the reversible complications of chronic liver disease, associated with a higher mortality rate. In current clinical practice, treatment with rifaximin and lactulose/lactitol is the first line of treatment in HE. With the advance in pathophysiology, a new class of ammonia lowering drugs has been revealed to overcome the hurdle and disease burden. The mechanism of the novel agents differs significantly and includes the alteration in intestinal microbiota, intestinal endothelial integrity, oxidative stress, inflammatory markers, and modulation of neurotoxins. Most of the trials have reported promising results in the treatment and prevention of HE with fecal microbiota transplantation, albumin, probiotics, flumazenil, polyethylene glycol, AST-120, glycerol phenylbutyrate, nitazoxanide, branched-chain amino acid, naloxone, and acetyl-l-carnitine. However, their clinical use is limited due to the presence of major drawbacks in their study design, sample size, safety profile, bias, and heterogenicity. This study will discuss the novel therapeutic targets for HE in liver cirrhosis patients with supporting clinical trial data.
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  • 文章类型: Journal Article
    骨肉瘤是儿童和青少年最常见的转移性肿瘤之一。并有一个绝望,预后。长链非编码RNA(lncRNA)在癌症的增殖和迁移中起着重要的调节作用。这里,我们进行了GEO数据库分析和qPCR,以鉴定骨肉瘤细胞中差异表达的lncRNAs.用LINC01140敲低lncRNA检测LINC01140对细胞增殖的影响,入侵,骨肉瘤细胞的上皮-间质转化(EMT)。生物信息学分析和qPCR鉴定了LINC01140/miR-139-5p/同源盒A9(HOXA9)调控轴。RNA免疫沉淀测定,双荧光素酶测定,和拯救实验证实了LINC01140/miR-139-5p/HOXA9在骨肉瘤中的相互作用。LINC01140在骨肉瘤中过度表达,敲低LINC01140克制骨肉瘤细胞和EMT的增殖和侵袭。在Saos2和MG63细胞中,LINC01140海绵miR-139-5p,miR-139-5p抑制剂推翻了LINC01140敲低对骨肉瘤细胞增殖和迁移的抑制作用。此外,miR-139-5p抑制了侵袭,扩散,和通过靶向HOXA9的骨肉瘤细胞的EMT。我们的结果表明,LINC01140下调抑制了入侵,扩散,和EMT在骨肉瘤细胞中通过靶向miR-139-5p/HOXA9轴。因此,LINC01140是骨肉瘤的潜在治疗靶点。
    Osteosarcoma is one of the commonest metastatic tumor in children and teenagers, and has a hopeless, prognosis. Long non-coding RNA (lncRNA) acts momentous roles as a regulator on the proliferation and migration of cancer. Here, we performed GEO database analysis and qPCR to identify differentially expressed lncRNAs in osteosarcoma cells. Knockdown of lncRNA LINC01140 was used to detect the effect of LINC01140 on the proliferation, invasion, and epithelial-mesenchymal transition (EMT) of osteosarcoma cells. Bioinformatics analysis and qPCR identified the LINC01140/miR-139-5p/Homeobox A9 (HOXA9) regulatory axis. RNA immunoprecipitation assay, Dual-luciferase assay, and rescue experiments confirmed the interaction of LINC01140/miR-139-5p/HOXA9 in osteosarcoma. LINC01140 was overexpressed in osteosarcoma and knocking down LINC01140 restrained the proliferation and invasion of osteosarcoma cells and EMT. In Saos2 and MG63 cells, LINC01140 sponged miR-139-5p, and a miR-139-5p inhibitor overturned the suppression of LINC01140 knockdown on the proliferation and migration of osteosarcoma cells. Moreover, miR-139-5p depressed the invasion, proliferation, and EMT of osteosarcoma cells via targeting HOXA9. Our results indicate that LINC01140 downregulation inhibits the invasion, proliferation, and EMT in osteosarcoma cells through targeting the miR-139-5p/HOXA9 axis. Therefore, LINC01140 is a potential therapeutic target for osteosarcoma.
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  • 文章类型: Journal Article
    Lung adenocarcinoma (LUAD) has a high mortality rate and is difficult to diagnose and treat in its early stage. Previous studies have demonstrated that small nucleolar RNAs (snoRNAs) play a critical role in tumor immune infiltration and the development of a variety of solid tumors. However, there have been no studies on the correlation between tumor-infiltrating immune-related snoRNAs (TIISRs) and LUAD. In this study, we filtered six immune-related snoRNAs based on the tissue specificity index (TSI) and expression profile of all snoRNAs between all LUAD cell lines from the Cancer Cell Line Encyclopedia and 21 types of immune cells from the Gene Expression Omnibus database. Further, we performed real-time quantitative polymerase chain reaction (RT-qPCR) to validate the expression status of these snoRNAs on peripheral blood mononuclear cells (PBMCs) and lung cancer cell lines. Next, we developed a TIISR signature based on the expression profiles of snoRNAs from 479 LUAD patients filtered by the random survival forest algorithm. We then analyzed the value of this TIISR signature (TIISR risk score) for assessing tumor immune infiltration, immune checkpoint inhibitor (ICI) treatment response, and the prognosis of LUAD between groups with high and low TIISR risk score. Further, we found that the TIISR risk score groups showed significant differences in biological characteristics and that the risk score could be used to assess the level of tumor immune cell infiltration, thereby predicting prognosis and responsiveness to immunotherapy in LUAD patients.
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  • 文章类型: Journal Article
    尿素循环障碍(UCD)是一组罕见的遗传性代谢疾病,可引起高氨血症性脑病。尽管密集的饮食和药物治疗,部分UCD患者的结局较差.通过改变UCD中的粪便微生物组来减少氨的产生是一种有吸引力的治疗方法。我们比较了10例UCD患者的粪便微生物组组成,10名健康对照受试者和10名苯丙酮尿症(PKU)患者。包括低蛋白饮食的PKU患者以区分低蛋白饮食和UCD本身对微生物组成的影响。要求参与者收集粪便样本并填写24小时饮食日记。从粪便中提取DNA,分类进行了分配,并分析了微生物组数据,重点关注与氨代谢有关的微生物群。在这项研究中,我们显示了UCD患者粪便微生物组的改变,不同于PKU和健康对照。UCD患者的饮食和药物治疗有一个不太多样化的粪便微生物组,与没有特定饮食的健康成年人相比,蛋白质限制饮食并补充氨基酸的PKU患者的粪便微生物组显示出丰富度降低。与健康对照相比,UCD患者的微生物组组成差异部分与乳果糖的使用有关。其他涉及氨代谢的基因组过程编码,似乎没有什么不同。由于微生物组的操纵是可能的,这可能是一种潜在的治疗方式.我们建议作为下一步的第一步,研究这些粪便微生物组改变对代谢稳定性的影响。
    结论:与PKU患者相比,UCD患者的粪便微生物组差异较小,与健康对照相比甚至更多。
    Urea cycle disorders (UCDs) are a group of rare inherited metabolic diseases causing hyperammonemic encephalopathy. Despite intensive dietary and pharmacological therapy, outcome is poor in a subset of UCD patients. Reducing ammonia production by changing faecal microbiome in UCD is an attractive treatment approach. We compared faecal microbiome composition of 10 UCD patients, 10 healthy control subjects and 10 phenylketonuria (PKU) patients. PKU patients on a low protein diet were included to differentiate between the effect of a low protein diet and the UCD itself on microbial composition. Participants were asked to collect a faecal sample and to fill out a 24 h dietary journal. DNA was extracted from faecal material, taxonomy was assigned and microbiome data was analyzed, with a focus on microbiota involved in ammonia metabolism.In this study we show an altered faecal microbiome in UCD patients, different from both PKU and healthy controls. UCD patients on dietary and pharmacological treatment had a less diverse faecal microbiome, and the faecal microbiome of PKU patients on a protein restricted diet with amino acid supplementation showed reduced richness compared to healthy adults without a specific diet. The differences in the microbiome composition of UCD patients compared to healthy controls were in part related to lactulose use. Other genomic process encodings involved in ammonia metabolism, did not seem to differ. Since manipulation of the microbiome is possible, this could be a potential treatment modality. We propose as a first next step, to study the impact of these faecal microbiome alterations on metabolic stability.
    CONCLUSIONS: The faecal microbiome of UCD patients was less diverse compared to PKU patients and even more compared to healthy controls.
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  • 文章类型: Journal Article
    GM1神经节苷脂病是由溶酶体β-半乳糖苷酶(β-gal)缺乏并导致GM1神经节苷脂积累引起的常染色体隐性遗传性神经退行性疾病。疾病谱范围从婴儿到晚发性,并且是致命的,目前没有有效的治疗方法。尽管动物模型对于理解疾病的发病机制和探索治疗靶点是有用的。目前尚无相关的人类中枢神经系统(CNS)模型系统可用于研究其早期致病事件或试验治疗.为了建立中枢神经系统中人类GM1神经节苷脂模型,我们使用CRISPR/Cas9基因组编辑来靶向GLB1外显子2和6,这是患者突变的常见位点,建立具有溶酶体β-gal缺乏症的等基因诱导的多能干(iPS)细胞系。我们筛选了亲代细胞系β-gal酶活性<5%的克隆,并使用DNA测序确认了GLB1敲除克隆。然后,我们从这些GLB1敲除iPS细胞克隆之一产生GLB1敲除脑类器官。培养物中GLB1敲除类器官的分析显示GM1神经节苷脂的进行性积累。与AAV9-GFP注射的类器官相比,用AAV9-GLB1载体显微注射的GLB1敲除类器官显示β-gal活性显着增加,GM1神经节苷脂含量显着降低,证明了基于AAV9基因治疗的方法在GM1神经节苷脂病中的功效。人脑类器官模型中的这种概念证明完成了临床前研究,以使用AAV9-GLB1载体进行临床试验。
    GM1 gangliosidosis is an autosomal recessive neurodegenerative disorder caused by the deficiency of lysosomal β-galactosidase (β-gal) and resulting in accumulation of GM1 ganglioside. The disease spectrum ranges from infantile to late onset and is uniformly fatal, with no effective therapy currently available. Although animal models have been useful for understanding disease pathogenesis and exploring therapeutic targets, no relevant human central nervous system (CNS) model system has been available to study its early pathogenic events or test therapies. To develop a model of human GM1 gangliosidosis in the CNS, we employed CRISPR/Cas9 genome editing to target GLB1 exons 2 and 6, common sites for mutations in patients, to create isogenic induced pluripotent stem (iPS) cell lines with lysosomal β-gal deficiency. We screened for clones with <5% of parental cell line β-gal enzyme activity and confirmed GLB1 knockout clones using DNA sequencing. We then generated GLB1 knockout cerebral organoids from one of these GLB1 knockout iPS cell clones. Analysis of GLB1 knockout organoids in culture revealed progressive accumulation of GM1 ganglioside. GLB1 knockout organoids microinjected with AAV9-GLB1 vector showed a significant increase in β-gal activity and a significant reduction in GM1 ganglioside content compared with AAV9-GFP-injected organoids, demonstrating the efficacy of an AAV9 gene therapy-based approach in GM1 gangliosidosis. This proof-of-concept in a human cerebral organoid model completes the pre-clinical studies to advance to clinical trials using the AAV9-GLB1 vector.
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  • 文章类型: Journal Article
    目的:昼夜节律紊乱与代谢紊乱相关,代谢紊乱可导致肥胖和2型糖尿病(T2DM)。在骨骼肌中,氧化能力的降低也与T2DM的发展有关。然而,到目前为止,尚未研究骨骼肌的氧化能力是否在人类中表现出昼夜节律。
    方法:精益,健康受试者参加标准生活方案,定期进餐,身体活动和睡眠来反映我们的日常生活方式。在24小时内的五个时间点进行的骨骼肌活检中检查了线粒体氧化能力。
    结果:夜间核心体温较低,确认正常的昼夜节奏。骨骼肌氧化能力表现出强劲的昼夜节律,在ADP刺激的呼吸中具有显著的时间效应(状态3MO,状态3MOG和状态3MOGS,p<0.05)。呼吸在下午1点最低,在晚上11点最高(状态3MOGS:80.6±4.0vs.95.8±4.7pmol/mg/s)。有趣的是,线粒体功能的波动也在全身能量消耗中观察到,峰值能量消耗在晚上11点,最低能量消耗在凌晨4点(p<0.001)。此外,我们证明了人骨骼肌中分子钟基因mRNA表达的节律性。
    结论:我们的结果表明,生物钟驱动人体骨骼肌氧化代谢的强健节律。人们很容易推测这些节律的中断会导致与昼夜节律失调相关的代谢健康恶化。
    OBJECTIVE: A disturbed day-night rhythm is associated with metabolic perturbations that can lead to obesity and type 2 diabetes mellitus (T2DM). In skeletal muscle, a reduced oxidative capacity is also associated with the development of T2DM. However, whether oxidative capacity in skeletal muscle displays a day-night rhythm in humans has so far not been investigated.
    METHODS: Lean, healthy subjects were enrolled in a standardized living protocol with regular meals, physical activity and sleep to reflect our everyday lifestyle. Mitochondrial oxidative capacity was examined in skeletal muscle biopsies taken at five time points within a 24-hour period.
    RESULTS: Core-body temperature was lower during the early night, confirming a normal day-night rhythm. Skeletal muscle oxidative capacity demonstrated a robust day-night rhythm, with a significant time effect in ADP-stimulated respiration (state 3 MO, state 3 MOG and state 3 MOGS, p < 0.05). Respiration was lowest at 1 PM and highest at 11 PM (state 3 MOGS: 80.6 ± 4.0 vs. 95.8 ± 4.7 pmol/mg/s). Interestingly, the fluctuation in mitochondrial function was also observed in whole-body energy expenditure, with peak energy expenditure at 11 PM and lowest energy expenditure at 4 AM (p < 0.001). In addition, we demonstrate rhythmicity in mRNA expression of molecular clock genes in human skeletal muscle.
    CONCLUSIONS: Our results suggest that the biological clock drives robust rhythms in human skeletal muscle oxidative metabolism. It is tempting to speculate that disruption of these rhythms contribute to the deterioration of metabolic health associated with circadian misalignment.
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  • 文章类型: Journal Article
    Obesity is linked to adipose tissue hypertrophy (increased adipocyte cell size) and hyperplasia (increased cell number). Comparative analyses of gene datasets allowed us to identify 1426 genes which may represent common adipose phenotype in humans and mice. Among them we identified several adipocyte-specific genes dysregulated in obese adipose tissue, involved in either fatty acid storage (acyl CoA synthase ACSL1, hormone-sensitive lipase LIPE, aquaporin 7 AQP7, perilipin PLIN) or cell adhesion (fibronectin FN1, collagens COL1A1, COL1A3, metalloprotein MMP9, or both (scavenger receptor FAT/CD36). Using real-time analysis of cell surface occupancy on xCELLigence system we developed a new method to study lipid uptake and differentiation of mouse 3T3L1 fibroblasts and human adipose stem cells. Both processes are regulated by insulin and fatty acids such as oleic acid. We showed that fatty acid addition to culture media increased the differentiation rate and was required for full differentiation into unilocular adipocytes. Significant activation of lipogenesis, i.e. lipid accumulation, by either insulin or oleic acid was monitored in times ranging from 1 to 24 h, depending on differentiation state, whereas significant effects on adipogenesis, i.e., surperimposed lipid accumulation and gene transcriptional regulations were measured after 3 to 4 d. Combination of selected times for analysis of lipid contents, cell counts, size fractionations, and gene transcriptional regulations showed that FAT/CD36 specific inhibitor AP5258 significantly increased cell survival of oleic acid-treated mouse and human adipocytes, and partially restored the transcriptional response to oleic acid in the presence of insulin through JNK pathway. Taken together, these data open new perspectives to study the molecular mechanisms commonly dysregulated in mouse and human obesity at the level of lipogenesis linked to hypertrophy and adipogenesis linked to hyperplasia.
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