glucosylceramides

葡萄糖基神经酰胺
  • 文章类型: Journal Article
    循环C16:0葡萄糖基神经酰胺(GluCer)水平升高,UDP-葡萄糖神经酰胺糖基转移酶(UGCG)mRNA表达增加,负责将神经酰胺(Cer)转化为GluCer的酶,代表慢性淋巴细胞白血病(CLL)患者的不良预后标志物。为了评估抑制GluCer合成的治疗潜力,我们使用白血病B细胞的体外模型遗传抑制了UGCG途径,除了与批准的药物如eliglustat和ibiglustat的UGCG药理抑制作用,无论是单独还是与ibrutinib联合使用,在细胞模型和原发性CLL患者细胞中评估。细胞活力,凋亡,并在体外评估增殖,离体检测存活和细胞凋亡。UGCG抑制功效通过使用质谱通过靶向脂质组学定量细胞内鞘脂水平来确认。类似地评估了鞘脂生物合成途径的其他抑制剂。阻断UGCG显著降低细胞活力和增殖,强调UGCG在CLL中的致癌作用。通过GluCer细胞内水平的显著降低证实了UGCG的有效抑制。UGCG抑制剂与依鲁替尼的组合显示出协同作用。靶向鞘脂代谢中替代途径的抑制剂,像鞘氨醇激酶抑制剂SKI-II,单独使用和与依鲁替尼联合使用时,也显示出有希望的治疗效果,加强鞘脂在CLL细胞中的致癌作用。靶向鞘脂代谢,尤其是UGCG通路,代表了一种有希望的治疗策略,作为CLL患者潜在治疗的联合疗法,保证进一步调查。
    Elevated levels of circulating C16:0 glucosylceramides (GluCer) and increased mRNA expression of UDP-glucose ceramide glycosyltransferase (UGCG), the enzyme responsible for converting ceramides (Cer) to GluCer, represent unfavorable prognostic markers in chronic lymphocytic leukemia (CLL) patients. To evaluate the therapeutic potential of inhibiting GluCer synthesis, we genetically repressed the UGCG pathway using in vitro models of leukemic B cells, in addition to UGCG pharmacological inhibition with approved drugs such as eliglustat and ibiglustat, both individually and in combination with ibrutinib, assessed in cell models and primary CLL patient cells. Cell viability, apoptosis, and proliferation were evaluated in vitro, and survival and apoptosis were examined ex vivo. UGCG inhibition efficacy was confirmed by quantifying intracellular sphingolipid levels through targeted lipidomics using mass spectrometry. Other inhibitors of sphingolipid biosynthesis pathways were similarly assessed. Blocking UGCG significantly decreased cell viability and proliferation, highlighting the oncogenic role of UGCG in CLL. The efficient inhibition of UGCG was confirmed by a significant reduction in GluCer intracellular levels. The combination of UGCG inhibitors with ibrutinib demonstrated synergistic effect. Inhibitors that target alternative pathways within sphingolipid metabolism, like sphingosine kinases inhibitor SKI-II, also demonstrated promising therapeutic effects both alone and when used in combination with ibrutinib, reinforcing the oncogenic impact of sphingolipids in CLL cells. Targeting sphingolipid metabolism, especially the UGCG pathway, represents a promising therapeutic strategy and as a combination therapy for potential treatment of CLL patients, warranting further investigation.
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  • 文章类型: Journal Article
    GBA1中的突变,编码葡萄糖脑苷脂酶β1(GCase),是帕金森病(PD)最常见的遗传风险因素。GCase功能障碍导致葡萄糖神经酰胺(GluCer)底物在不同器官和液体中的积累。尽管在量化生物样品中的GluCer亚型方面存在挑战,他们作为PD生物标志物的潜在临床兴趣证明了强大检测方法的发展。提出了一种经过广泛评估的高效液相色谱-串联质谱(HPLC-MS/MS)方法,用于定量人脑脊液(CSF)样品中的14个GluCer和半乳糖神经酰胺(GalCer)亚型。样品预处理,HPLC,并对MS/MS参数进行了优化。根据临床和实验室标准研究所和欧洲药品管理局指南的建议进行评估。生成了四个7点校准曲线,线性区间为2.5至200nM(R2≥0.995)。定量极限设定为5nM。运行间精度和准确度分别达到12.5%和9%,分别。方法验证后,我们测量了人类CSF样本中GluCer和GalCer亚型的水平,包括6个健康对照(HC),22例特发性GBA1野生型PD(iPD)患者,和5例GBA1相关PD(PD-GBA)患者。在PD-GBA患者的CSF中,GluCer/GalCer中位数比率较高,特别是在严重的GBA1突变中,比那些在IPD和HC。观察到的各组之间GluCer/GalCer比率的趋势为鞘脂作为PD的潜在生物标志物的综合分析提供了新的信息。
    Mutations in GBA1, encoding glucocerebrosidase beta 1 (GCase), are the most common genetic risk factor for Parkinson\'s disease (PD). GCase dysfunction leads to an accumulation of glucosylceramide (GluCer) substrates in different organs and fluids. Despite the challenges in quantifying GluCer isoforms in biological samples, their potential clinical interest as PD biomarkers justifies the development of robust assays. An extensively evaluated high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) method for quantifying 14 GluCer and galactosylceramide (GalCer) isoforms in human cerebrospinal fluid (CSF) samples is presented. Sample pretreatment, HPLC, and MS/MS parameters were optimized. Evaluation was performed according to the recommendations of the Clinical and Laboratory Standards Institute and European Medicines Agency guidelines. Four 7-point calibration curves were generated, with a linearity interval from 2.5 to 200 nM (R2 ≥ 0.995). The limit of quantification was set at 5 nM. Between-run precision and accuracy were up to 12.5 and 9%, respectively. After method validation, we measured the levels of GluCer and GalCer isoforms in CSF human samples, including 6 healthy controls (HC), 22 idiopathic GBA1 wild-type PD (iPD) patients, and 5 GBA1-associated PD (PD-GBA) patients. GluCer/GalCer median ratios were found to be higher in the CSF of PD-GBA patients, particularly in severe GBA1 mutations, than those in iPD and HC. The observed trends in GluCer/GalCer ratios among groups provide novel information for the comprehensive analysis of sphingolipids as potential biomarkers of PD.
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  • 文章类型: Journal Article
    来自滑液(SF)的细胞衍生的细胞外囊泡(EV)的分子特征提供了与关节疾病相关的细胞和分子过程的见解,并且可以用于定义生物标志物。EV特征由货物分子和较少研究的脂质双层确定。我们在这里调查了类风湿关节炎(RA)和脊柱关节炎(SpA)患者发炎关节中SF-EV的脂质组,两种自身免疫驱动的关节疾病,并将这些特征与诱发急性滑膜炎期间获得的马SF-EV的脂质特征进行比较。由于中性粒细胞是这些炎症性关节疾病期间的主要SF浸润细胞,我们还分析了炎症刺激如何在体外改变人和马中性粒细胞来源的EV(nEV)的脂质组学特征,以及这些特征如何与来自发炎关节的SF-EV的脂质组学特征相关.我们确定了在二己糖神经酰胺(乳糖基神经酰胺)升高的存在下,nEV的脂质组学谱中的中性粒细胞刺激强度依赖性变化,磷脂酰丝氨酸,和磷脂酰乙醇胺醚连接的脂质在人nEV完全激活后。在马,单己糖神经酰胺(葡糖神经酰胺)的水平增加而不是二己糖神经酰胺,表明物种特异性差异。RA和SpASF-EV的脂质分布相对相似,并且与受刺激的人类nEV相对相似。同样,马滑膜炎衍生的SF-EV的脂质组更接近刺激的马nEV。因此,脂质组分析可以提供对NEV对SF-EV异质池的贡献的见解,加深我们对炎性关节疾病的理解,揭示关节稳态的分子变化,这可以导致更精确的疾病诊断和治疗策略的发展。
    The molecular signature of cell-derived extracellular vesicles (EVs) from synovial fluid (SF) offers insights into the cells and molecular processes associated with joint disorders and can be exploited to define biomarkers. The EV-signature is determined by cargo molecules and the lesser-studied lipid bilayer. We here investigated the lipidome of SF-EVs in inflamed joints derived from Rheumatoid Arthritis (RA) and Spondyloarthritis (SpA) patients, two autoimmune-driven joint diseases, and compared these signatures to the lipid profile of equine SF-EVs obtained during induced acute synovitis. Since neutrophils are primary SF-infiltrating cells during these inflammatory joint diseases, we also analyzed how inflammatory stimuli alter the lipidomic profile of human and equine neutrophil-derived EVs (nEVs) in vitro and how these signatures relate to the lipidome signatures of SF-EVs from inflamed joints. We identified neutrophil stimulation intensity-dependent changes in the lipidomic profile of nEVs with elevated presence of dihexosylceramide (lactosylceramide), phosphatidylserine, and phosphatidylethanolamine ether-linked lipid classes in human nEVs upon full neutrophil activation. In horses, levels of monohexosylceramide (glucosylceramide) increased instead of dihexosylceramide, indicating species-specific differences. The lipid profiles of RA and SpA SF-EVs were relatively similar and showed a relative resemblance with stimulated human nEVs. Similarly, the lipidome of equine synovitis-derived SF-EVs closer resembled the one of stimulated equine nEVs. Hence, lipidome profiling can provide insights into the contribution of nEVs to the heterogeneous pool of SF-EVs, deepening our understanding of inflammatory joint diseases and revealing molecular changes in joint homeostasis, which can lead to the development of more precise disease diagnosis and treatment strategies.
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  • 文章类型: Journal Article
    帕金森病(PD)是一种与年龄有关的运动障碍,由中脑黑质致密质(SNpc)的多巴胺能(DA)神经元丢失引起,然而,PD中DA神经元丢失的根本原因尚不清楚,目前尚无有效的治疗方案来预防或减缓神经元丢失或相关症状的进展.研究表明,环境因素和遗传易感性都是PD发展的基础,最近的研究表明,溶酶体功能障碍和脂质积累是疾病进展的原因。在PD患者中发现了与年龄相关的α-突触核蛋白和脂质聚集。有趣的是,PD最常见的遗传风险因素是葡萄糖神经酰胺酶β1(GBA),其编码溶酶体葡糖脑苷脂酶(GCase),其切割被称为葡糖脑苷脂(GluCer)的脂质的β-葡糖苷连接。我们最近发现,人工诱导GluCer积累导致DA神经元的细胞衰老,提示脂质聚集通过驱动这些脆弱的DA神经元的衰老在PD的病理中起着至关重要的作用。这里,我们讨论了与年龄相关的脂质聚集的相关性以及一般脂质聚集之间的直接功能联系,细胞衰老,和DA神经元发炎。我们认为,PD中最脆弱的神经元中细胞衰老表型的表达可以由溶酶体损伤和脂质聚集触发。重要的是,我们强调了其他数据,即perilipin(PLIN2)在衰老的DA神经元中显著上调,表明这些细胞中脂质滴(LD)的整体富集。这些发现与我们先前在多巴胺能神经元中的结果一致,突出了脂质积累在DA神经元衰老中的核心作用。重要的是,一般的脂滴聚集和整体溶酶体损伤与包括PD在内的许多神经退行性疾病有关。一起来看,我们的数据表明与年龄相关的溶酶体损伤之间存在联系,脂质积累,和DA神经元中的细胞衰老,进而驱动中脑的炎症,并最终导致神经变性和PD。
    Parkinson\'s disease (PD) is an age-related movement disorder caused by the loss of dopaminergic (DA) neurons of the substantia nigra pars compacta (SNpc) of the midbrain, however, the underlying cause(s) of this DA neuron loss in PD is unknown and there are currently no effective treatment options to prevent or slow neuronal loss or the progression of related symptoms. It has been shown that both environmental factors as well as genetic predispositions underpin PD development and recent research has revealed that lysosomal dysfunction and lipid accumulation are contributors to disease progression, where an age-related aggregation of alpha-synuclein as well as lipids have been found in PD patients. Interestingly, the most common genetic risk factor for PD is Glucosylceramidase Beta 1 (GBA), which encodes a lysosomal glucocerebrosidase (GCase) that cleaves the beta-glucosidic linkage of lipids known as glucocerebrosides (GluCer). We have recently discovered that artificial induction of GluCer accumulation leads to cellular senescence of DA neurons, suggesting that lipid aggregation plays a crucial role in the pathology of PD by driving senescence in these vulnerable DA neurons. Here, we discuss the relevance of the age-related aggregation of lipids as well as the direct functional link between general lipid aggregation, cellular senescence, and inflammaging of DA neurons. We propose that the expression of a cellular senescence phenotype in the most vulnerable neurons in PD can be triggered by lysosomal impairment and lipid aggregation. Importantly, we highlight additional data that perilipin (PLIN2) is significantly upregulated in senescent DA neurons, suggesting an overall enrichment of lipid droplets (LDs) in these cells. These findings align with our previous results in dopaminergic neurons in highlighting a central role for lipid accumulation in the senescence of DA neurons. Importantly, general lipid droplet aggregation and global lysosomal impairment have been implicated in many neurodegenerative diseases including PD. Taken together, our data suggest a connection between age-related lysosomal impairment, lipid accumulation, and cellular senescence in DA neurons that in turn drives inflammaging in the midbrain and ultimately leads to neurodegeneration and PD.
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  • 文章类型: Journal Article
    背景:我们从可持续来源中寻找植物衍生的神经酰胺导致在酒糟中发现了神经酰胺和葡萄糖基神经酰胺。
    目的:本研究评估了酒糟提取物(WLE)衍生的神经酰胺和葡萄糖神经酰胺在增强皮肤屏障功能方面的功效和安全性。
    方法:随机,双盲,对30名年龄在20-64岁的日本健康受试者进行了安慰剂对照研究.受试者被分配接受WLE衍生的神经酰胺和葡萄糖基神经酰胺(测试组)或安慰剂12周。主要结果是经表皮水分流失(TEWL),次要结果包括皮肤水合作用,瘙痒感的视觉模拟量表(VAS),和日本Skindex-29。
    结果:一名参与者因个人原因退出,结果29名受试者进行数据分析(安慰剂n=15;测试n=14)。8周后,与安慰剂相比,试验组显示出TEWL降低的趋势(p=0.07)。此外,给药12周后,试验组的TEWL显著低于安慰剂组(p=0.04).另一方面,次要结局参数无显著差异.没有报告与补充剂相关的不良事件。
    结论:口服补充WLE衍生的神经酰胺和葡萄糖基神经酰胺是增强皮肤屏障功能和健康的突出且安全的方法。
    背景:(UMIN000050422)。
    BACKGROUND: Our search for plant-derived ceramides from sustainable sources led to the discovery of ceramides and glucosylceramides in wine lees.
    OBJECTIVE: This study evaluated the efficacy and safety of wine lees extract (WLE)-derived ceramides and glucosylceramides in enhancing skin barrier function.
    METHODS: A randomized, double-blind, placebo-controlled study was conducted with 30 healthy Japanese subjects aged 20-64. Subjects were allocated to receive either the WLE-derived ceramides and glucosylceramides (test group) or placebo for 12 weeks. The primary outcome was transepidermal water loss (TEWL), and secondary outcomes included skin hydration, visual analog scale (VAS) of itching sensation, and the Japanese Skindex-29.
    RESULTS: One participant withdrew for personal reasons, resulting in 29 subjects for data analysis (placebo n = 15; test n = 14). The test group showed a tendency of lower TEWL compared to the placebo after 8 weeks (p = 0.07). Furthermore, after 12 weeks of administration, the test group had significantly lower TEWL than the placebo (p = 0.04). On the other hand, no significant differences were observed in the secondary outcome parameters. No adverse events related to the supplements were reported.
    CONCLUSIONS: Oral supplementation of WLE-derived ceramides and glucosylceramides is a prominent and safe approach to enhancing skin barrier function and health.
    BACKGROUND: (UMIN000050422).
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  • 文章类型: Journal Article
    虽然人们对鞘脂已经了解了很多,最初以它们类似狮身人面像的神秘属性命名,关于神经酰胺组合物对鞘糖脂(GSL)的合成和/或行为的可能影响,仍然存在许多未回答的问题。随着时间的推移,对其神经酰胺成分的研究,含有GSL脂质部分的鞘氨醇碱,通常与为确定碳水化合物部分的作用而进行的那些不同。由于可以从神经酰胺衍生的GSL类别的数量,这篇综述集中在神经酰胺在一个GSL类的合成/功能中的可能作用,衍生自葡萄糖神经酰胺(Glc-Cer),即唾液酸化神经节衍生物,最初表征并命名为神经节苷脂(GG),因为它们存在于神经节细胞中。虽然人们对它们的合成和功能了解很多,仍在学习很多东西。例如,只有在过去的15-20年左右,神经酰胺的脂肪酰基成分影响其运输到高尔基体不同部位的机制,用于合成Glu-或半乳糖基-Cer(Gal-Cer)和更复杂的GSL,已定义。仍有待充分解决的问题,例如(1)神经酰胺组合物是否会影响部分糖基化的GSL运输到其碳水化合物链可以延长或影响催化该延长的糖基转移酶活性的位点;(2)控制具有相同碳水化合物组成但神经酰胺组成不同的GG的神经酰胺组成差异的因素,反之亦然;(3)神经酰胺组成的改变如何影响GG的功能,以及如何将其应用于这种疾病的发展;在正常组织以及与疾病相关的GSL中发现的单个类别的完整结构的可更新数据库的可用性将促进该领域的研究。
    While much has been learned about sphingolipids, originally named for their sphinx-like enigmatic properties, there are still many unanswered questions about the possible effect(s) of the composition of ceramide on the synthesis and/or behavior of a glycosphingolipid (GSL). Over time, studies of their ceramide component, the sphingoid base containing the lipid moiety of GSLs, were frequently distinct from those performed to ascertain the roles of the carbohydrate moieties. Due to the number of classes of GSLs that can be derived from ceramide, this review focuses on the possible role(s) of ceramide in the synthesis/function of just one GSL class, derived from glucosylceramide (Glc-Cer), namely sialylated ganglio derivatives, initially characterized and named gangliosides (GGs) due to their presence in ganglion cells. While much is known about their synthesis and function, much is still being learned. For example, it is only within the last 15-20 years or so that the mechanism by which the fatty acyl component of ceramide affected its transport to different sites in the Golgi, where it is used for the synthesis of Glu- or galactosyl-Cer (Gal-Cer) and more complex GSLs, was defined. Still to be fully addressed are questions such as (1) whether ceramide composition affects the transport of partially glycosylated GSLs to sites where their carbohydrate chain can be elongated or affects the activity of glycosyl transferases catalyzing that elongation; (2) what controls the differences seen in the ceramide composition of GGs that have identical carbohydrate compositions but vary in that of their ceramide and vice versa; (3) how alterations in ceramide composition affect the function of membrane GGs; and (4) how this knowledge might be applied to the development of therapies for treating diseases that correlate with abnormal expression of GGs. The availability of an updatable data bank of complete structures for individual classes of GSLs found in normal tissues as well as those associated with disease would facilitate research in this area.
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  • 文章类型: Journal Article
    葡萄糖基神经酰胺(GlcCer),植物中的一种主要鞘脂,具有各种食物功能,包括改善肠损伤。这项研究使用体外消化模型根据转移到消化液中的GlcCer水平评估了大米的烹饪条件和品种,以研究与GlcCer可用性相关的因素。米粥中转移到消化液中的GlcCer水平高于煮米饭。煮饭消化液中的GlcCer水平因水稻品种而异,而米粥里的没有区别。因此,大米中的GlcCer未通过消化得到充分利用。Further,生物可及性与直链淀粉比例和添加的水含量有关。
    Glucosylceramide (GlcCer), a major sphingolipid in plants, possesses various food functions, including improvement of intestinal impairments. This study evaluated rice cooking conditions and cultivars based on GlcCer levels transferred into the digestive juice using an in vitro digestion model to investigate the factors related to GlcCer availability. GlcCer levels transferred into the digestive juice were higher in rice gruel than in boiled rice. The GlcCer levels in the digestive juice of boiled rice varied based on the rice cultivar, whereas those in rice gruel had no difference. Thus, GlcCer in rice was not fully utilized via digestion. Further, bioaccessibility was related to the amylose ratio and added water content.
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  • 文章类型: Journal Article
    纤维素是植物细胞壁基质的丰富成分,并且这种对晶状多糖通过能动的纤维素合成酶复合物(CSC)在质膜上合成。然而,控制CSC活性和运动性的因素尚未完全解决。在有针对性的化学屏幕中,我们确定了烷基化的野油霉素类似物N-十二烷基脱氧野霉素(ND-DNJ)是一种严重影响拟南芥幼苗生长的小分子。以前的工作表明,ND-DNJ相关化合物抑制葡萄糖神经酰胺(GlcCers)的生物合成,与植物膜有关的一类鞘糖脂。我们的工作揭示了用ND-DNJ处理的植物的鞘脂类的主要变化,包括GlcCer丰度的降低和酰基链长度分布的改变。在ND-DNJ处理过的植物以及用已知的GlcCer生物合成抑制剂N-[2-羟基-1-(4-吗啉基甲基)-2-苯基乙基]-癸烷酰胺(PDMP)处理过的植物中,结晶纤维素含量也降低了。负责导致GlcCer合成的鞘脂糖基化的酶。活细胞成像显示,用ND-DNJ或PDMP治疗后,CSC速度分布降低,进一步表明糖基化鞘脂成分与CSC跨质膜运动之间存在重要关系。这些结果表明,影响GlcCer生物合成的多种干预措施会破坏纤维素沉积和CSC运动,表明GlcCers调节植物中的纤维素生物合成。
    Cellulose is an abundant component of plant cell wall matrices, and this para-crystalline polysaccharide is synthesized at the plasma membrane by motile Cellulose Synthase Complexes (CSCs). However, the factors that control CSC activity and motility are not fully resolved. In a targeted chemical screen, we identified the alkylated nojirimycin analog N-Dodecyl Deoxynojirimycin (ND-DNJ) as a small molecule that severely impacts Arabidopsis seedling growth. Previous work suggests that ND-DNJ-related compounds inhibit the biosynthesis of glucosylceramides (GlcCers), a class of glycosphingolipid associated with plant membranes. Our work uncovered major changes in the sphingolipidome of plants treated with ND-DNJ, including reductions in GlcCer abundance and altered acyl chain length distributions. Crystalline cellulose content was also reduced in ND-DNJ-treated plants as well as plants treated with the known GlcCer biosynthesis inhibitor N-[2-hydroxy-1-(4-morpholinylmethyl)-2-phenyl ethyl]-decanamide (PDMP) or plants containing a genetic disruption in GLUCOSYLCERAMIDE SYNTHASE (GCS), the enzyme responsible for sphingolipid glucosylation that results in GlcCer synthesis. Live-cell imaging revealed that CSC speed distributions were reduced upon treatment with ND-DNJ or PDMP, further suggesting an important relationship between glycosylated sphingolipid composition and CSC motility across the plasma membrane. These results indicate that multiple interventions compromising GlcCer biosynthesis disrupt cellulose deposition and CSC motility, suggesting that GlcCers regulate cellulose biosynthesis in plants.
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  • 文章类型: Journal Article
    编码溶酶体酶葡糖脑苷脂酶(GCase)的基因突变是戈谢病(GD)的原因,被认为是帕金森病(PD)和路易体痴呆(LBD)的最强遗传风险因素。GCase缺乏导致葡萄糖神经酰胺(GC)在细胞中广泛积累,并有助于GD的神经病理学,PD,和LBD通过引发慢性神经炎症。这里,我们研究了GC积累诱导神经炎症的机制。我们发现,由GCase的药理学抑制引起的小胶质细胞内的GC积累引发了STING依赖性炎症,这在体外和体内都导致了神经元的损失。小胶质细胞中的GC积累诱导线粒体DNA(mtDNA)泄漏到细胞质中,以触发STING依赖性炎症。雷帕霉素,一种促进溶酶体活性的化合物,改善线粒体功能,从而减少STING信令。此外,由GC积累引起的溶酶体损伤导致活化STING的降解缺陷,进一步加剧小胶质细胞介导的炎症。因此,限制STING活性可能是抑制由GCase缺乏引起的神经炎症的策略。
    Mutations in the gene encoding the lysosomal enzyme glucocerebrosidase (GCase) are responsible for Gaucher disease (GD) and are considered the strongest genetic risk factor for Parkinson\'s disease (PD) and Lewy body dementia (LBD). GCase deficiency leads to extensive accumulation of glucosylceramides (GCs) in cells and contributes to the neuropathology of GD, PD, and LBD by triggering chronic neuroinflammation. Here, we investigated the mechanisms by which GC accumulation induces neuroinflammation. We found that GC accumulation within microglia induced by pharmacological inhibition of GCase triggered STING-dependent inflammation, which contributed to neuronal loss both in vitro and in vivo. GC accumulation in microglia induced mitochondrial DNA (mtDNA) leakage to the cytosol to trigger STING-dependent inflammation. Rapamycin, a compound that promotes lysosomal activity, improved mitochondrial function, thereby decreasing STING signaling. Furthermore, lysosomal damage caused by GC accumulation led to defects in the degradation of activated STING, further exacerbating inflammation mediated by microglia. Thus, limiting STING activity may be a strategy to suppress neuroinflammation caused by GCase deficiency.
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  • 文章类型: Journal Article
    实现无针对性的化学鉴定,异构分化,量化对大多数科学技术问题至关重要,但仍然具有挑战性。这里,我们展示了一个集成的基于SERS的化学分类学机器学习框架,用于11个差向异构脑苷脂的无目标结构阐明,达到>90%的准确度和稳健的单差向异构体和多重定量,误差<10%。首先,我们利用4-巯基苯基硼酸选择性捕获异构分子位点的差向异构体,形成差向异构体特异性SERS指纹。与计算机内实验相结合,我们建立了五个光谱特征,每个对应于一个结构特征:(1)存在/不存在差向异构体,(2)单糖/脑苷脂,(3)饱和/不饱和脑苷脂,(4)葡萄糖基/半乳糖基,和(5)GlcCer或GalCer的碳链长度。利用这些见解,我们创建了一个完全可推广的框架来鉴定和定量浓度在10-4至10-10M之间的脑苷脂,并使用模型中含有生物标志物GlcCer24:1和GalCer24:1的二元混合物的未训练光谱实现多重定量.
    Achieving untargeted chemical identification, isomeric differentiation, and quantification is critical to most scientific and technological problems but remains challenging. Here, we demonstrate an integrated SERS-based chemical taxonomy machine learning framework for untargeted structural elucidation of 11 epimeric cerebrosides, attaining >90% accuracy and robust single epimer and multiplex quantification with <10% errors. First, we utilize 4-mercaptophenylboronic acid to selectively capture the epimers at molecular sites of isomerism to form epimer-specific SERS fingerprints. Corroborating with in-silico experiments, we establish five spectral features, each corresponding to a structural characteristic: (1) presence/absence of epimers, (2) monosaccharide/cerebroside, (3) saturated/unsaturated cerebroside, (4) glucosyl/galactosyl, and (5) GlcCer or GalCer\'s carbon chain lengths. Leveraging these insights, we create a fully generalizable framework to identify and quantify cerebrosides at concentrations between 10-4 to 10-10 M and achieve multiplex quantification of binary mixtures containing biomarkers GlcCer24:1, and GalCer24:1 using their untrained spectra in the models.
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