Lipid Droplets

脂滴
  • 文章类型: Journal Article
    背景:牛奶的营养价值取决于其成分,包括脂肪,蛋白质,碳水化合物,和矿物。乳腺产奶能力受复杂的基因网络控制。因此,脂肪,蛋白质,和乳糖合成必须加强牛奶,以提高产奶效率。这可以通过将遗传进步与适当的管理实践相结合来实现。因此,本研究旨在探讨脂蛋白脂肪酶(LPL),κ酪蛋白CSN3和葡萄糖转运蛋白1(GLUT1)基因表达水平和脂肪等牛奶成分,蛋白质,不同乳品品种在不同泌乳阶段的乳糖。
    方法:为了达到这样的目的,在泌乳早期和高峰阶段,收集了94个牛奶样品(来自36头多胎黑白和红白荷斯坦-弗里斯(HF)母牛的72个样品和来自11只埃及水牛的22个牛奶样品)。使用非侵入性方法将乳样品用于乳分析和基因表达分析,以获得作为核糖核酸(RNA)来源的乳脂肪球(MFG)。
    结果:发现埃及水牛的LPL和CSN3基因表达水平明显高于荷斯坦-弗里斯(HF)奶牛以及脂肪和蛋白质百分比。另一方面,GLUT1基因表达水平在泌乳高峰期明显高于泌乳早期。此外,与泌乳早期相比,乳糖%在泌乳高峰期显示出显着差异。此外,泌乳早期的脂肪和蛋白质百分比显着高于泌乳高峰期,但乳糖%表现出埃及水牛的相反模式。
    结论:可以从MFGs中成功获得总RNA。结果表明,这些基因在泌乳期奶牛乳腺上皮细胞的葡萄糖吸收和乳糖合成中起作用。此外,这些结果为不同的荷斯坦-弗里斯牛品种和埃及水牛亚种在整个泌乳阶段中这些基因的差异表达提供了启示。
    BACKGROUND: The milk\'s nutritional value is determined by its constituents, including fat, protein, carbohydrates, and minerals. The mammary gland\'s ability to produce milk is controlled by a complex network of genes. Thereby, the fat, protein, and lactose synthesis must be boost in milk to increase milk production efficiency. This can be accomplished by fusing genetic advancements with proper management practices. Therefore, this study aimed to investigate the association between the Lipoprotein lipase (LPL), kappa casein CSN3, and Glucose transporter 1 (GLUT1) genes expression levels and such milk components as fat, protein, and lactose in different dairy breeds during different stages of lactation.
    METHODS: To achieve such a purpose, 94 milk samples were collected (72 samples from 36 multiparous black-white and red-white Holstein-Friesian (HF) cows and 22 milk samples from 11 Egyptian buffaloes) during the early and peak lactation stages. The milk samples were utilized for milk analysis and genes expressions analyses using non- invasive approach in obtaining milk fat globules (MFGs) as a source of Ribonucleic acid (RNA).
    RESULTS: LPL and CSN3 genes expressions levels were found to be significantly higher in Egyptian buffalo than Holstein-Friesian (HF) cows as well as fat and protein percentages. On the other hand, GLUT1 gene expression level was shown to be significantly higher during peak lactation than early lactation. Moreover, lactose % showed a significant difference in peak lactation phase compared to early lactation phase. Also, fat and protein percentages were significantly higher in early lactation period than peak lactation period but lactose% showed the opposite pattern of Egyptian buffalo.
    CONCLUSIONS: Total RNA can be successfully obtained from MFGs. The results suggest that these genes play a role in glucose absorption and lactose synthesis in bovine mammary epithelial cells during lactation. Also, these results provide light on the differential expression of these genes among distinct Holstein-Friesian cow breeds and Egyptian buffalo subspecies throughout various lactation phases.
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  • 文章类型: Journal Article
    尽管猫对肾小管间质损伤的敏感性很高,但猫和狗的正常肾脏的组织形态学特征已被揭示。在这里,比较了两种植物的组织学特征。23-27个月大的猫的近曲小管(PCT)中细胞质脂滴(LD)丰富,但24-27个月大的狗却很少。在任一物种的远端小管(DTs)和收集管(CD)中很少观察到LD,如通过Tamm-Horsfall蛋白1,calbindin-D28K,和水通道蛋白2.肾皮质近端小管(PTs)的职业面积比较高,但是成年猫的DTs或CDs明显低于狗。单个PT上皮细胞较大,但是PCT,DT,成年猫的CD管腔明显窄于狗。不像成年人,幼猫在6个月时在近端直小管中表现出明显丰富的细胞质LDs,表明与脂质代谢相关的发育。21种凝集素的组织化学还揭示了两种物种中不同肾小管和CD的糖基化变化。钠-葡萄糖协同转运蛋白2仅在PT中表达,不包括成年猫的近端直管,LDs很少或幼猫和成年狗的PCT。这些发现对于了解肾脏组织形态学和发病机理的物种特异性特征至关重要。
    The histomorphological features of normal kidneys in cats and dogs have been revealed despite the high susceptibility of cats to tubulointerstitial damage. Herein, the histological characteristics of the two species were compared. Cytoplasmic lipid droplets (LDs) were abundant in the proximal convoluted tubules (PCTs) of cats aged 23-27 months but scarce in dogs aged 24-27 months. LDs were rarely observed in the distal tubules (DTs) and collecting ducts (CDs) of either species, as visualized by the expression of Tamm-Horsfall protein 1, calbindin-D28K, and aquaporin 2. The occupational area ratio of proximal tubules (PTs) in the renal cortex was higher, but that of DTs or CDs was significantly lower in adult cats than in dogs. Single PT epithelial cells were larger, but PCT, DT, and CD lumens were significantly narrower in adult cats than in dogs. Unlike adults, young cats at 6 months exhibited significantly abundant cytoplasmic LDs in proximal straight tubules, indicating lipid metabolism-related development. Histochemistry of the 21 lectins also revealed variations in glycosylation across different renal tubules and CDs in both species. Sodium-glucose cotransporter 2 was expressed only in PTs, excluding the proximal straight tubules with few LDs in adult cats or the PCTs of young cats and adult dogs. These findings are crucial for understanding species-specific characteristics of renal histomorphology and pathogenesis.
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  • 文章类型: Journal Article
    背景:胞质溶胶中的油体或脂滴(LD)是种子的亚细胞储存区室和向发芽种子提供能量的脂质代谢位点。主要的LD相关蛋白是脂氧合酶,磷脂酶,油质蛋白,TAG-脂肪酶,甾醇质,钙质和SEIPINs;参与促进发芽和增强过氧化作用,导致异味。然而,自然选择如何平衡富含脂质的种子中的矛盾过程仍然回避。本研究旨在预测主要油料种子直系同源进化枝之间的选择特征以及选择效应与基因表达的相关性。
    结果:分析了主要含油作物的LD相关基因,以预测系统发育紧密直系系物集群中的自然选择特征,以了解适应性进化。正向选择是推动直系同源物以特定谱系方式进化和多样化的主要力量。在94个基因中发现了显着的正选择效应,特别是在油质蛋白和TAG脂肪酶中,在44个基因中使用过量的非同义替换进行纯化,而35个基因对选择效应是中性的。在十字花科中未发现对油棕LOX基因的显着选择影响。在低花生的T谱系油质蛋白和LOX基因中检测到大量影响选择特征的有害突变。T谱系油质蛋白基因主要涉及花药,绒毡层和花药壁形态发生。在蓖麻和芝麻中,>85%的PLD基因处于选择状态,而芥菜和向日葵的选择压力较低。硬脂质,在脂滴组织中起重要作用的caleosin和SEIPINs主要在种子中表达,并且处于相当大的正选择压力下。在旁系同源物和同源物之间表达差异明显,其中一个基因与另一个基因相比具有功能优势。与异味相关的LOX基因Glyma.13g347500在发芽期间未表达,而是其旁系Glyma.13g347600在甘氨酸max中显示表达。PLD-α基因在除种子外的所有组织中均有表达,δ基因在种子和分生组织中表达,而β和γ基因在叶片中表达。
    结论:参与种子萌发和脂质代谢的基因处于强阳性选择状态,尽管物种差异是可辨别的。本研究鉴定了提高种子油含量和发芽的合适候选基因,其中定向选择可以变得更加富有成果。
    BACKGROUND: Oil bodies or lipid droplets (LDs) in the cytosol are the subcellular storage compartments of seeds and the sites of lipid metabolism providing energy to the germinating seeds. Major LD-associated proteins are lipoxygenases, phospholipaseD, oleosins, TAG-lipases, steroleosins, caleosins and SEIPINs; involved in facilitating germination and enhancing peroxidation resulting in off-flavours. However, how natural selection is balancing contradictory processes in lipid-rich seeds remains evasive. The present study was aimed at the prediction of selection signatures among orthologous clades in major oilseeds and the correlation of selection effect with gene expression.
    RESULTS: The LD-associated genes from the major oil-bearing crops were analyzed to predict natural selection signatures in phylogenetically close-knit ortholog clusters to understand adaptive evolution. Positive selection was the major force driving the evolution and diversification of orthologs in a lineage-specific manner. Significant positive selection effects were found in 94 genes particularly in oleosin and TAG-lipases, purifying with excess of non-synonymous substitution in 44 genes while 35 genes were neutral to selection effects. No significant selection impact was noticed in Brassicaceae as against LOX genes of oil palm. A heavy load of deleterious mutations affecting selection signatures was detected in T-lineage oleosins and LOX genes of Arachis hypogaea. The T-lineage oleosin genes were involved in mainly anther, tapetum and anther wall morphogenesis. In Ricinus communis and Sesamum indicum > 85% of PLD genes were under selection whereas selection pressures were low in Brassica juncea and Helianthus annuus. Steroleosin, caleosin and SEIPINs with large roles in lipid droplet organization expressed mostly in seeds and were under considerable positive selection pressures. Expression divergence was evident among paralogs and homeologs with one gene attaining functional superiority compared to the other. The LOX gene Glyma.13g347500 associated with off-flavor was not expressed during germination, rather its paralog Glyma.13g347600 showed expression in Glycine max. PLD-α genes were expressed on all the tissues except the seed,δ genes in seed and meristem while β and γ genes expressed in the leaf.
    CONCLUSIONS: The genes involved in seed germination and lipid metabolism were under strong positive selection, although species differences were discernable. The present study identifies suitable candidate genes enhancing seed oil content and germination wherein directional selection can become more fruitful.
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  • 文章类型: Journal Article
    脂滴和其他细胞器之间的接触位点对于代谢需求时的细胞脂质和能量稳态至关重要。在活细胞中随时间在纳米尺度上检测这些接触位点是具有挑战性的。我们开发了一个工具包,用于检测基于荧光激活的双分子互补的接触位点在CONtact位点,FABCON,使用可逆的,低亲和力分裂荧光蛋白,splitFAST。FABCON标记接触位点,对细胞器相互作用的扰动最小。通过FABCON,我们定量地证明了内质网(ER)-和线粒体(mito)-脂滴接触位点是不同代谢条件下的动态病灶,例如在脂滴生物生成和消耗期间。自动分析管道根据大小进一步将各个接触点分为不同的子组,可能反映了不同的调节和功能。此外,FABCON可概括为可视化包括ER-mito的细胞器接触位点。总之,FABCON揭示了对脂滴-细胞器接触位点的动态调节的见解,并为代谢调节过程中的进一步机械询问提供了新的假设。
    Contact sites between lipid droplets and other organelles are essential for cellular lipid and energy homeostasis upon metabolic demands. Detection of these contact sites at the nanometer scale over time in living cells is challenging. We developed a tool kit for detecting contact sites based on fluorogen-activated bimolecular complementation at CONtact sites, FABCON, using a reversible, low-affinity split fluorescent protein, splitFAST. FABCON labels contact sites with minimal perturbation to organelle interaction. Via FABCON, we quantitatively demonstrated that endoplasmic reticulum (ER)- and mitochondria (mito)-lipid droplet contact sites are dynamic foci in distinct metabolic conditions, such as during lipid droplet biogenesis and consumption. An automated analysis pipeline further classified individual contact sites into distinct subgroups based on size, likely reflecting differential regulation and function. Moreover, FABCON is generalizable to visualize a repertoire of organelle contact sites including ER-mito. Altogether, FABCON reveals insights into the dynamic regulation of lipid droplet-organelle contact sites and generates new hypotheses for further mechanistical interrogation during metabolic regulation.
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  • 文章类型: Journal Article
    脂滴(LD)的破坏与许多代谢疾病相关。螺旋藻,作为一种天然的生物活性膳食补充剂,随着运动训练,可以改善脂质代谢;然而,它们对内脏脂肪组织中LDs调节基因的影响尚不清楚.本研究旨在探讨六周螺旋藻补充和运动训练对LDs调节基因表达的影响。
    将56只雄性Wistar大鼠分为6组:盐水(对照组),控制+螺旋藻(螺旋藻),有氧间歇训练(AIT),AIT+螺旋藻(AIT+螺旋藻),阻力训练和阻力+螺旋藻。补充组每周5天食用500mg/kg螺旋藻。训练组进行AIT(每周5次)和阻力训练(每周3次),共6周。通过实时PCR分析了调节内脏脂肪组织(Zw10,Bscl2,DFCP1,Rab18,Syntaxin18,Acsl3和Plin2)中基因表达的LD。
    螺旋藻和运动训练对Syntaxin18(p=0.69)和DFCP1(p=0)的基因表达没有显着影响。84),ACSL3(p=0.98),或BSCL2(p=0.58)。此外,与对照相比,发现螺旋藻显着减弱Plin2(p=0.01)和Rab18(p=0.01)基因的表达,AIT,和阻力训练小组。然而,抗性训练中Plin2基因表达高于AIT。此外,与对照组相比,螺旋藻降低了内脏脂肪组织中ZW10(p=0.03)基因的表达,AIT,和阻力训练小组。出乎意料的是,补充螺旋藻时,如果没有运动训练,则这些基因的表达会进一步降低。
    螺旋藻补充和运动训练对内脏脂肪组织中LDs调节基因有显著影响。
    UNASSIGNED: Disruption of lipid droplets (LDs) is associated with many metabolic diseases. Spirulina, as a natural bioactive dietary supplement, along with exercise training, may improve lipid metabolism; however, their effects on LDs-regulated genes in visceral adipose tissue are still unclear. This study aimed to investigate the effects of six-week Spirulina supplementation along with exercise training on LDs regulating gene expression.
    UNASSIGNED: Fifty-six male Wistar rats were divided into six groups: saline (control), control+Spirulina (Spirulina), aerobic interval training (AIT), AIT+ Spirulina (AIT+Spirulina), resistance training and resistance+ Spirulina. The supplement groups consumed 500 mg/kg Spirulina five days per week. The training groups performed AIT (5 times per week) and resistance training (3 times per week) for 6 weeks. LDs regulating genes expression in visceral adipose tissue (Zw10, Bscl2, DFCP1, Rab18, Syntaxin 18, Acsl3, and Plin2) was analyzed by real-time PCR.
    UNASSIGNED: Spirulina and exercise training had no significant effects on the gene expression of Syntaxin18 (p=0.69) and DFCP1 (p=0. 84), ACSL3 (p=0.98), or BSCL2 (p=0.58). In addition, Spirulina was found to significantly attenuate the expression of Plin2 (p=0.01) and Rab18 (p=0.01) genes compared to the control, AIT, and resistance training groups. However, Plin2 gene expression was higher in the resistance training than the AIT. Furthermore, Spirulina decreased ZW10 (p=0.03) gene expression in visceral adipose tissue compared to the control, AIT, and resistance training groups. Unexpectedly, Spirulina supplementation decreased the expression of these genes even more when taken without exercise training.
    UNASSIGNED: Spirulina supplementation and exercise training have significant effects on LDs-regulated genes in visceral adipose tissue.
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  • 文章类型: Journal Article
    脂滴(LD)是动态脂质储存细胞器。它们与新陈代谢紧密相连,可以发挥保护功能,使他们成为健康和疾病的重要参与者。大多数体内LD研究依赖于染色方法,仅提供快照。因此,我们通过用tdTomato标记内源性LD外壳蛋白perilipin2(PLIN2)来开发LD报告小鼠,在活的和固定的组织和细胞中实现无染色的荧光LD可视化。在这里,我们在标准和高脂肪饮食条件下验证了这个模型,并证明LD在健康大脑的各种细胞类型中都是高度丰富的,包括神经元,星形胶质细胞,室管膜细胞,神经干/祖细胞和小胶质细胞。此外,我们还表明,LD在大脑发育过程中非常丰富,并且可以使用胚胎切片的实时成像进行可视化。一起来看,我们的tdTom-Plin2小鼠是研究LDs及其在所有表达Plin2的组织中的生理和患病条件下的动力学的新工具。
    Lipid droplets (LDs) are dynamic lipid storage organelles. They are tightly linked to metabolism and can exert protective functions, making them important players in health and disease. Most LD studies in vivo rely on staining methods, providing only a snapshot. We therefore developed a LD-reporter mouse by labelling the endogenous LD coat protein perilipin 2 (PLIN2) with tdTomato, enabling staining-free fluorescent LD visualisation in living and fixed tissues and cells. Here we validate this model under standard and high-fat diet conditions and demonstrate that LDs are highly abundant in various cell types in the healthy brain, including neurons, astrocytes, ependymal cells, neural stem/progenitor cells and microglia. Furthermore, we also show that LDs are abundant during brain development and can be visualized using live imaging of embryonic slices. Taken together, our tdTom-Plin2 mouse serves as a novel tool to study LDs and their dynamics under both physiological and diseased conditions in all tissues expressing Plin2.
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  • 文章类型: Journal Article
    细胞通讯对于有效协调生物过程至关重要。细胞间通讯的一种主要形式通过细胞外囊泡(EV)的释放发生。这些囊泡通过其货物的转移来介导细胞间的通讯,并积极探索其在各种疾病中的作用及其潜在的治疗和诊断应用。相反,脂滴(LD)是在细胞内转移货物的囊泡。脂滴在各种疾病中发挥作用,并且正在出现它们在细胞之间转移货物的能力的证据。迄今为止,很少有跨学科研究研究这两类小的脂质囊泡之间的相似性和相互作用。这篇综述将比较EV和LD之间的共性和差异,包括它们的生物发生和分泌,隔离和表征方法,composition,和一般异质性,并讨论这两个领域的挑战和机遇。
    Cellular communication is essential for effective coordination of biological processes. One major form of intercellular communication occurs via the release of extracellular vesicles (EVs). These vesicles mediate intercellular communication through the transfer of their cargo and are actively explored for their role in various diseases and their potential therapeutic and diagnostic applications. Conversely, lipid droplets (LDs) are vesicles that transfer cargo within cells. Lipid droplets play roles in various diseases and evidence for their ability to transfer cargo between cells is emerging. To date, there has been little interdisciplinary research looking at the similarities and interactions between these two classes of small lipid vesicles. This review will compare the commonalities and differences between EVs and LDs including their biogenesis and secretion, isolation and characterisation methodologies, composition, and general heterogeneity and discuss challenges and opportunities in both fields.
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  • 文章类型: Journal Article
    物种A轮状病毒(RVA)的复制涉及细胞器/脂滴(LD)的募集和相互作用,物理和功能。发现抑制参与细胞脂肪酸生物合成途径的酶或抑制降解LD的细胞脂肪酶可降低“病毒工厂”(轮状病毒的病毒质或其他RNA病毒的复制区室)的功能并减少感染性子代病毒的产生。虽然许多其他RNA病毒利用细胞脂质进行复制,他们的详细分析远远超出了这篇综述;只有少数注释与丙型肝炎病毒(HCV)有关,肠病毒,SARS-CoV-2和HIV-1。
    The replication of species A rotaviruses (RVAs) involves the recruitment of and interaction with cellular organelles\' lipid droplets (LDs), both physically and functionally. The inhibition of enzymes involved in the cellular fatty acid biosynthesis pathway or the inhibition of cellular lipases that degrade LDs was found to reduce the functions of \'viral factories\' (viroplasms for rotaviruses or replication compartments of other RNA viruses) and decrease the production of infectious progeny viruses. While many other RNA viruses utilize cellular lipids for their replication, their detailed analysis is far beyond this review; only a few annotations are made relating to hepatitis C virus (HCV), enteroviruses, SARS-CoV-2, and HIV-1.
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  • 文章类型: Journal Article
    背景:载有脂质液滴(LD)的小胶质细胞是多发性硬化症的关键病理标志。最近发现的这种新的小胶质细胞亚型,脂滴积聚小胶质细胞(LDAM),值得注意的是炎症因子分泌增加和吞噬能力减弱。Lipopagy,自噬介导的LDs选择性降解,在这方面起着至关重要的作用。这项研究调查了在脱髓鞘疾病期间microRNAs(miRNAs)参与脂质吞噬,评估了他们调节LDAM亚型的能力,并阐明了潜在的潜在机制。
    方法:C57BL/6小鼠用于体内实验。宫颈4级脱髓鞘诱导后两周(C4),进行组织学评估和共聚焦成像以检查病变部位小胶质细胞中LD的积累。使用透射电子显微镜观察自噬变化。miRNA和mRNA多组学分析鉴定了在脱髓鞘条件下差异表达的miRNA和mRNA以及相关的自噬靶基因。具体探讨了miR-223在这些条件下的脂质吞噬中的作用。体外研究,包括miR-223在BV2细胞中通过慢病毒感染上调,验证了生物信息学的发现。免疫荧光染色用于测量LD积累,自噬水平,靶基因表达,和炎症介质水平来阐明miR-223在LDAM中的作用机制。
    结果:油红O染色和共聚焦成像显示脱髓鞘脊髓中大量LD积累。透射电子显微镜显示损伤部位的自噬液泡数量增加。多组学分析显示miR-223是脱髓鞘过程中噬脂症的关键调控基因。已确定组织蛋白酶B(CTSB)靶向自噬中的miR-223整合miRNA,mRNA和自噬基因数据库。体外,miR-223上调抑制BV2细胞CTSB表达,增强自噬,减少LD积累,并降低炎症介质IL-1β的表达。
    结论:这些研究结果表明,miR-223在脱髓鞘条件下的吸脂症中起关键作用。通过抑制CTSB,miR-223促进选择性LD降解,从而降低LDAM中的脂质负荷和炎症表型。这项研究扩大了对吸脂性的分子机制的理解,并提出了吸脂性诱导作为减轻脱髓鞘疾病炎症反应的潜在治疗方法。
    BACKGROUND: Lipid droplet (LD)-laden microglia is a key pathological hallmark of multiple sclerosis. The recent discovery of this novel microglial subtype, lipid-droplet-accumulating microglia (LDAM), is notable for increased inflammatory factor secretion and diminished phagocytic capability. Lipophagy, the autophagy-mediated selective degradation of LDs, plays a critical role in this context. This study investigated the involvement of microRNAs (miRNAs) in lipophagy during demyelinating diseases, assessed their capacity to modulate LDAM subtypes, and elucidated the potential underlying mechanisms involved.
    METHODS: C57BL/6 mice were used for in vivo experiments. Two weeks post demyelination induction at cervical level 4 (C4), histological assessments and confocal imaging were performed to examine LD accumulation in microglia within the lesion site. Autophagic changes were observed using transmission electron microscopy. miRNA and mRNA multi-omics analyses identified differentially expressed miRNAs and mRNAs under demyelinating conditions and the related autophagy target genes. The role of miR-223 in lipophagy under these conditions was specifically explored. In vitro studies, including miR-223 upregulation in BV2 cells via lentiviral infection, validated the bioinformatics findings. Immunofluorescence staining was used to measure LD accumulation, autophagy levels, target gene expression, and inflammatory mediator levels to elucidate the mechanisms of action of miR-223 in LDAM.
    RESULTS: Oil Red O staining and confocal imaging revealed substantial LD accumulation in the demyelinated spinal cord. Transmission electron microscopy revealed increased numbers of autophagic vacuoles at the injury site. Multi-omics analysis revealed miR-223 as a crucial regulatory gene in lipophagy during demyelination. It was identified that cathepsin B (CTSB) targets miR-223 in autophagy to integrate miRNA, mRNA, and autophagy gene databases. In vitro, miR-223 upregulation suppressed CTSB expression in BV2 cells, augmented autophagy, alleviated LD accumulation, and decreased the expression of the inflammatory mediator IL-1β.
    CONCLUSIONS: These findings indicate that miR-223 plays a pivotal role in lipophagy under demyelinating conditions. By inhibiting CTSB, miR-223 promotes selective LD degradation, thereby reducing the lipid burden and inflammatory phenotype in LDAM. This study broadens the understanding of the molecular mechanisms of lipophagy and proposes lipophagy induction as a potential therapeutic approach to mitigate inflammatory responses in demyelinating diseases.
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  • 文章类型: Journal Article
    评估SARS-CoV-2对细胞器动力学的影响可以更好地了解病毒复制的机制。我们将无标记全断层扫描显微镜与人工智能相结合,以可视化和量化SARS-CoV-2感染引发的亚细胞变化。我们研究形状的动力学,核仁的位置和干质量,原子核,从早期感染到合胞体形成和死亡,数百个单细胞内的脂滴和线粒体。SARS-CoV-2感染使核仁增大,扰乱脂滴,改变线粒体形状和干质量,从线粒体中分离脂滴。然后,我们对细胞器干质量状态使用贝叶斯网络建模来定义细胞器交叉调节网络,并报告由感染和合胞体形成触发的细胞器交叉调节的修改。我们的工作强调了SARS-CoV-2感染诱导的亚细胞重塑,并提供了人工智能增强的,无标签方法,实时研究细胞种群及其含量的动态。
    Assessing the impact of SARS-CoV-2 on organelle dynamics allows a better understanding of the mechanisms of viral replication. We combine label-free holotomographic microscopy with Artificial Intelligence to visualize and quantify the subcellular changes triggered by SARS-CoV-2 infection. We study the dynamics of shape, position and dry mass of nucleoli, nuclei, lipid droplets and mitochondria within hundreds of single cells from early infection to syncytia formation and death. SARS-CoV-2 infection enlarges nucleoli, perturbs lipid droplets, changes mitochondrial shape and dry mass, and separates lipid droplets from mitochondria. We then used Bayesian network modeling on organelle dry mass states to define organelle cross-regulation networks and report modifications of organelle cross-regulation that are triggered by infection and syncytia formation. Our work highlights the subcellular remodeling induced by SARS-CoV-2 infection and provides an Artificial Intelligence-enhanced, label-free methodology to study in real-time the dynamics of cell populations and their content.
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