Lipidomics

脂质组学
  • 文章类型: Journal Article
    铬(Cr)暴露与各种呼吸系统疾病有关,但研究其对青壮年肺功能的影响的研究有限.Cr暴露相关的代谢组学变化尚未得到很好的阐明。这项研究从山东省一所大学招募了608名学生,2019年中国。我们使用符合线性混合效应模型的队列设计来评估血Cr浓度与肺功能之间的关联。此外,我们使用液相色谱-质谱法对基线血清样本(N=582)进行了代谢组学和脂质组学分析.使用两步统计分析(方差分析和混合线性效应模型)来评估血液Cr暴露对代谢物的影响。我们发现,血液Cr与年轻人的肺功能下降有关。血液Cr浓度每增加2倍,与FEV1和FVC降低35.26mL(95%CI:-60.75,-9.78)和38.56mL(95%CI:-66.60,-10.51)显着相关,分别。在代谢组学分析中,血Cr暴露与14种关键代谢产物显著相关.改变后的代谢产物主要富集在6个途径中,包括脂质代谢,氨基酸代谢,和辅因子维生素代谢。血Cr可能通过氧化应激和炎症相关通路影响肺功能。
    Chromium (Cr) exposure is associated with various respiratory system diseases, but there are limited studies investigating its impact on lung function in young adults. The Cr exposure-related metabolomic changes are not well elucidated. This study recruited 608 students from a university in Shandong Province, China in 2019. We used cohort design fitted with linear mixed-effects models to assess the association between blood Cr concentration and lung function. In addition, we performed metabolomic and lipidomic analyses of baseline serum samples (N = 582) using liquid chromatography-mass spectrometry. Two-step statistical analysis (analysis of variance and mixed-linear effect model) was used to evaluate the effect of blood Cr exposure on metabolites. We found that blood Cr was associated with decreased lung function in young adults. Each 2-fold increase in blood Cr concentrations was significantly associated with decreased FEV1 and FVC by 35.26 mL (95 % CI: -60.75, -9.78) and 38.56 mL (95 % CI: -66.60, -10.51), respectively. In the metabolomics analysis, blood Cr exposure was significantly associated with 14 key metabolites. The changed metabolites were mainly enriched in six pathways including lipid metabolism, amino acid metabolism, and cofactor vitamin metabolism. Blood Cr may affect lung function through oxidative stress and inflammation related pathways.
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  • 文章类型: Journal Article
    近年来,仪器的改进使得基于质谱的脂质组学平台在生物医学研究中得以推广.在质谱分析中,生成数据的可靠性因每种化合物而异,视情况而定,在其他因素中,标签内部标准的可用性。在没有特定标记的内标的情况下评估脂质数据是具有挑战性的,尤其是当同时测量数十到数百种脂质时。因此,在实验室间研究中,以时间有效的方式评估这些平台在个体脂质水平上的性能通常是不可行的.在这里,使用鞘脂的集中子集,我们提出了一种用于个体脂质可靠性评估的内部验证方法,为要应用的统计分析量身定制。此外,这种方法可以评估各种方法论方面,包括共享相同的选定反应监测过渡的分辨腔,精确定位最佳标签内标及其浓度,并评估不同的提取技术。虽然目前尚不可能根据分析指南对脂质组学方法中包含的所有脂质进行全面验证,此过程显示了后续方法开发迭代需要关注的领域,以及跨不同方法生成的数据的鲁棒性。
    In recent years, instrumental improvements have enabled the spread of mass spectrometry-based lipidomics platforms in biomedical research. In mass spectrometry, the reliability of generated data varies for each compound, contingent on, among other factors, the availability of labeled internal standards. It is challenging to evaluate the data for lipids without specific labeled internal standards, especially when dozens to hundreds of lipids are measured simultaneously. Thus, evaluation of the performance of these platforms at the individual lipid level in interlaboratory studies is generally not feasible in a time-effective manner. Herein, using a focused subset of sphingolipids, we present an in-house validation methodology for individual lipid reliability assessment, tailored to the statistical analysis to be applied. Moreover, this approach enables the evaluation of various methodological aspects, including discerning coelutions sharing identical selected reaction monitoring transitions, pinpointing optimal labeled internal standards and their concentrations, and evaluating different extraction techniques. While the full validation according to analytical guidelines for all lipids included in a lipidomics method is currently not possible, this process shows areas to focus on for subsequent method development iterations as well as the robustness of data generated across diverse methodologies.
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  • 文章类型: Journal Article
    细胞外囊泡(EV)已参与代谢综合征,尽管它们在病理发展中的具体作用尚不清楚。为了进一步研究电动汽车的作用,我们通过拉曼镊子显微光谱和基于质谱的脂质组学分析了从Zucker大鼠获得的脂肪(ZF)和瘦肉(ZL)肝细胞分泌的小EV群体。我们还使用正电子发射断层扫描成像通过氟-18放射性标记探索了这些EV的体内和离体生物分布。根据蛋白质与脂质的比例和脂质的类型,我们的结果表明,在小型电动汽车的范围内,原代肝细胞分泌不同的颗粒亚群。在ZF肝细胞分泌的EV中甘油三酯种类的富集中观察到这些差异。生物分布实验显示在大脑中积累,心,肺,静脉给药后的肾脏和膀胱。总之,我们表明,由脂肪肝细胞释放的EV携带不同的脂质特征相比,他们的瘦对应物。生物分布实验显示ZF和ZL肝细胞分泌的EV的分布没有差异,但为我们提供了这些颗粒可能的靶器官的第一个视图。我们的结果可能为病理学研究和治疗干预打开一扇门。
    Extracellular vesicles (EVs) have been involved in metabolic syndrome, although their specific role in the development of the pathology is still unknown. To further study the role of EVs, we have analysed by Raman tweezers microspectroscopy and mass spectrometry-based lipidomics the small EVs population secreted by fatty (ZF) and lean (ZL) hepatocytes obtained from Zucker rats. We have also explored in vivo and ex vivo biodistribution of these EVs through fluorine-18-radiolabelling using a positron emission tomography imaging. Based on the proportion of proteins to lipids and the types of lipids, our results indicate that within the range of small EVs, primary hepatocytes secrete different subpopulations of particles. These differences were observed in the enrichment of triglyceride species in EVs secreted by ZF hepatocytes. Biodistribution experiments showed accumulation in the brain, heart, lungs, kidney and specially in bladder after intravenous administration. In summary, we show that EVs released by a fatty hepatocytes carry a different lipid signature compared to their lean counterpart. Biodistribution experiment has shown no difference in the distribution of EVs secreted by ZF and ZL hepatocytes but has given us a first view of possible target organs for these particles. Our results might open a door to both pathology studies and therapeutic interventions.
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  • 文章类型: Journal Article
    来自阿尔茨海默病(AD)的全基因组关联研究(GWAS)的至少三分之一的风险等位基因与脂质代谢有关,脂质运输,或直接脂质结合。事实上,胆固醇和磷脂转运蛋白中的常见遗传变异(ε4),载脂蛋白E(APOEε4),是晚发性AD的主要遗传危险因素。除了遗传变异,脂质组学研究报道了人类尸检脑组织中严重的代谢失调,脑脊液,血,和多个AD小鼠模型。
    我们旨在通过整合来自宗教秩序研究和拉什记忆老化项目(ROSMAP)的脂质组学和转录组学分析,使用差异分析和网络相关分析来确定脂质代谢中的总体代谢途径。
    发现与轻度认知障碍(MCI)和APOEε4携带者有关的脂质协调差异失调。有趣的是,在调整教育时,这些相关性被削弱了。的确,认知未受损的APOEε4携带者在ROSMAP队列中具有较高的教育水平,这表明这种脂质特征可能与弹性表型有关。网络相关性分析确定了单个模块中的多种差异脂质,这些脂质是Lands循环中酰基链重塑的底物和产物。此外,我们的分析确定了土地循环酰基链重塑途径中的多个基因,独立于β淀粉样蛋白(Aβ)负荷和tau缠结病理与认知能力下降有关。
    我们的研究强调了APOEeε4携带者和MCI非携带者在脑组织中酰基链重塑的关键差异。APOEε4携带者和MCI的背外侧前额叶皮层中的脂质分布协调变化表明,脂质代谢的差异发生在疾病阶段的早期,并强调脂质稳态是早期疾病修饰干预的可处理目标。
    UNASSIGNED: At least one-third of the identified risk alleles from Genome-Wide Association Studies (GWAS) of Alzheimer\'s disease (AD) are involved in lipid metabolism, lipid transport, or direct lipid binding. In fact, a common genetic variant (ε4) in a cholesterol and phospholipid transporter, Apolipoprotein E (APOEε4), is the primary genetic risk factor for late-onset AD. In addition to genetic variants, lipidomic studies have reported severe metabolic dysregulation in human autopsy brain tissue, cerebrospinal fluid, blood, and multiple mouse models of AD.
    UNASSIGNED: We aimed to identify an overarching metabolic pathway in lipid metabolism by integrating analyses of lipidomics and transcriptomics from the Religious Order Study and Rush Memory Aging Project (ROSMAP) using differential analysis and network correlation analysis.
    UNASSIGNED: Coordinated differences in lipids were found to be dysregulated in association with both mild cognitive impairment (MCI) and APOEε4 carriers. Interestingly, these correlations were weakened when adjusting for education. Indeed, the cognitively non-impaired APOEε4 carriers have higher education levels in the ROSMAP cohort, suggesting that this lipid signature may be associated with a resilience phenotype. Network correlation analysis identified multiple differential lipids within a single module that are substrates and products in the Lands Cycle for acyl chain remodeling. In addition, our analyses identified multiple genes in the Lands Cycle acyl chain remodeling pathway, which were associated with cognitive decline independent of amyloid-β (Aβ) load and tau tangle pathologies.
    UNASSIGNED: Our studies highlight the critical differences in acyl chain remodeling in brain tissue from APOEε4 carriers and individual non-carriers with MCI. A coordinated lipid profile shift in dorsolateral prefrontal cortex from both APOEε4 carriers and MCI suggests differences in lipid metabolism occur early in disease stage and highlights lipid homeostasis as a tractable target for early disease modifying intervention.
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  • 文章类型: Journal Article
    背景:消化系统癌症代表了重大的全球健康挑战,并归因于人口统计学和生活方式变化的结合。脂质组学已成为癌症研究的关键领域,提示脂质代谢的改变与癌症的发展密切相关。然而,特定血脂谱与消化系统癌症风险之间的因果关系尚不清楚.
    方法:使用双样本孟德尔随机化(MR)方法,我们阐明了脂质体谱与五种消化系统癌症风险之间的因果关系:胃,肝脏,食道,胰腺,和大肠癌。这项研究的目的是利用来自GWAS目录和英国生物银行等公共数据库的数据,研究发展脂质分布对消化系统癌症风险的影响。使用逆方差加权(IVW)方法和其他严格的MR方法来评估潜在的因果关系。此外,我们进行了敏感性分析和反向MR分析,以确保结果的稳健性.
    结果:在某些脂类性状与发生消化系统癌症的风险之间确定了显著的因果关系。鞘磷脂(d40:1)水平升高与胃癌发病风险降低相关(比值比(OR)=0.68,P<0.001),而磷脂酰胆碱水平升高(16:1_20:4)会增加患食管癌的风险(OR=1.31,P=0.02)。相反,磷脂酰胆碱(18:2_0:0)对大肠癌有保护作用(OR=0.86,P=0.036)。双向分析并未表明癌症风险与血脂水平之间存在反向因果关系。严格的MR方法证明了上述因果关系的稳健性。
    结论:我们的发现强调了特定的脂质组学特征与发生各种消化系统癌症的风险之间的显着因果关系,强调脂质分布在癌症预防和治疗策略中的潜力。这些结果加强了MR在解开复杂的脂质-癌症相互作用中的价值,为研究和临床应用提供了新的途径。
    BACKGROUND: Digestive system cancers represent a significant global health challenge and are attributed to a combination of demographic and lifestyle changes. Lipidomics has emerged as a pivotal area in cancer research, suggesting that alterations in lipid metabolism are closely linked to cancer development. However, the causal relationship between specific lipid profiles and digestive system cancer risk remains unclear.
    METHODS: Using a two-sample Mendelian randomization (MR) approach, we elucidated the causal relationships between lipidomic profiles and the risk of five types of digestive system cancer: stomach, liver, esophageal, pancreatic, and colorectal cancers. The aim of this study was to investigate the effect impact of developing lipid profiles on the risk of digestive system cancers utilizing data from public databases such as the GWAS Catalog and the UK Biobank. The inverse‒variance weighted (IVW) method and other strict MR methods were used to evaluate the potential causal links. In addition, we performed sensitivity analyses and reverse MR analyses to ensure the robustness of the results.
    RESULTS: Significant causal relationships were identified between certain lipidomic traits and the risk of developing digestive system cancers. Elevated sphingomyelin (d40:1) levels were associated with a reduced risk of developing gastric cancer (odds ratio (OR) = 0.68, P < 0.001), while elevated levels of phosphatidylcholine (16:1_20:4) increased the risk of developing esophageal cancer (OR = 1.31, P = 0.02). Conversely, phosphatidylcholine (18:2_0:0) had a protective effect against colorectal cancer (OR = 0.86, P = 0.036). The bidirectional analysis did not suggest reverse causality between cancer risk and lipid levels. Strict MR methods demonstrated the robustness of the above causal relationships.
    CONCLUSIONS: Our findings underscore the significant causal relationships between specific lipidomic traits and the risk of developing various digestive system cancers, highlighting the potential of lipid profiles in informing cancer prevention and treatment strategies. These results reinforce the value of MR in unraveling complex lipid-cancer interactions, offering new avenues for research and clinical application.
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  • 文章类型: Journal Article
    本研究旨在评估2-乙基己基二苯基磷酸酯(EHDPP)对体内糖脂代谢的影响。成年雄性斑马鱼暴露于各种浓度(0、1、10、100和250μg/L)的EHDPP28天,测量脂质和葡萄糖水平的变化。结果表明,在100和250μg/LEHDPP组中有明显的肝损伤,两者均表现出肝体细胞指数(HSI)的显着降低,血清和肝脏中天冬氨酸转氨酶(AST)和丙氨酸转氨酶(ALT)活性升高,以及肝细胞空泡化和核固缩。暴露于100和250μg/LEHDPP导致血清和肝脏胆固醇(TC)显着降低,甘油三酯(TG),和脂滴沉积,表明EHDPP对肝脏脂质积累的显着抑制作用。脂质组学分析表明,250μg/LEHDPP降低了属于甘油酯的103种脂质代谢物的水平(TG,甘油二酯,和单甘油酯),脂肪酸,甾醇脂质(胆固醇,胆汁酸),鞘脂,和甘油磷脂,和下调参与脂肪酸从头合成的基因(Fas,acc,srebp1和dagt2),同时上调参与脂肪酸β-氧化的基因(pparα和cpt1)。KEGG分析显示,EHDPP显着破坏了甘油脂代谢,类固醇生物合成和脂肪酸生物合成途径。总的来说,结果表明EHDPP诱导斑马鱼肝脏降脂,可能通过抑制脂质合成和破坏甘油脂代谢。我们的研究结果为评估EHDPP对糖脂代谢的生态危害和健康影响提供了理论依据。
    The present study aims to evaluate the effects of 2-ethylhexyldiphenyl phosphate (EHDPP) on glycolipid metabolism in vivo. Adult male zebrafish were exposed to various concentrations (0, 1, 10, 100 and 250 μg/L) of EHDPP for 28 days, and changes in lipid and glucose levels were measured. Results indicated significant liver damages in the 100 and 250 μg/L EHDPP groups, which both exhibited significant decreases in hepatic somatic index (HSI), elevated activities of aspartate aminotransferase (AST) and alanine aminotransferase (ALT) in serum and liver, as well as hepatocyte vacuolation and nuclear pyknosis. Exposure to 100 and 250 μg/L EHDPP led to significant reductions in serum and liver cholesterol (TC), triglycerides (TGs), and lipid droplet deposition, indicating a significant inhibition of EHDPP on hepatic lipid accumulation. Lipidomic analyses manifested that 250 μg/L EHDPP reduced the levels of 103 lipid metabolites which belong to glycerides (TGs, diglycerides, and monoglycerides), fatty acyles (fatty acids), sterol lipids (cholesterol, bile acids), sphingolipids, and glycerophospholipids, and downregulated genes involved in de novo synthesis of fatty acids (fas, acc, srebp1, and dagt2), while upregulated genes involved in fatty acid β-oxidation (pparα and cpt1). KEGG analyses revealed that EHDPP significantly disrupted glycerolipid metabolism, steroid biosynthesis and fatty acid biosynthesis pathways. Collectively, the results showed that EHDPP induced lipid reduction in zebrafish liver, possibly through inhibiting lipid synthesis and disrupting glycerolipid metabolism. Our findings provide a theoretical basis for evaluating the ecological hazards and health effects of EHDPP on glycolipid metabolism.
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  • 文章类型: Journal Article
    静水压力随着海洋深度的增加而增加,但是对生物耐压的分子基础知之甚少。我们描述了梳状果冻(ctenopores)中的压力适应模式,该模式也限制了这些动物的深度范围。深海囊体脂质的结构分析表明,它们在通常不稳定的压力下形成非双层相。脂质组学和全原子模拟确定了具有强烈负自发曲率的磷脂,包括疟原虫,作为导致这种相位行为的深层适应膜的标志。疟原虫的合成增强了大肠杆菌的耐压性,而低曲率脂质具有相反的作用。囊体组织的成像表明,深海动物在减压时的崩解可能是由磷脂膜的相变驱动的。
    Hydrostatic pressure increases with depth in the ocean, but little is known about the molecular bases of biological pressure tolerance. We describe a mode of pressure adaptation in comb jellies (ctenophores) that also constrains these animals\' depth range. Structural analysis of deep-sea ctenophore lipids shows that they form a nonbilayer phase at pressures under which the phase is not typically stable. Lipidomics and all-atom simulations identified phospholipids with strong negative spontaneous curvature, including plasmalogens, as a hallmark of deep-adapted membranes that causes this phase behavior. Synthesis of plasmalogens enhanced pressure tolerance in Escherichia coli, whereas low-curvature lipids had the opposite effect. Imaging of ctenophore tissues indicated that the disintegration of deep-sea animals when decompressed could be driven by a phase transition in their phospholipid membranes.
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  • 文章类型: Journal Article
    与质谱(MS)耦合的高分辨率离子迁移率(分辨能力>200)是用于解析复杂样品中的等压子和异构体的强大分析工具。高分辨率离子迁移率能够辨别其他结构上不同的特征,在传统的分辨能力离子迁移率(IM,分辨能力~50)的技术,如行波IM和漂移管离子迁移率(DTIM)。特别是DTIM被认为是“黄金标准”IM技术,因为碰撞截面(CCS)值是通过第一原理关系直接获得的,而行波IM技术需要额外的校准策略来确定准确的CCS值。在这项研究中,我们的目标是评估行波离子迁移率结构的分离能力,该结构用于与脂质异构体标准品和复杂脂质样品的质谱分析(SLIMIM-MS)集成的无损离子操作平台。通过DTIM-MS和SLIMIM-MS检查的7种亚类特异性脂质提取物的跨平台研究显示,在高分辨能力IM条件下检查时,所有脂质提取物均观察到其他特征。与从DTIM-MS到SLIMIM-MS分析的解析成额外峰的CCS对齐特征的数量在5%到50%之间变化,取决于所研究的特定脂质亚类。通过两步校准程序从SLIM(TW(SLIM)CCS)获得脂质CCS值,以将这些测量值与通过DTIM(DTCCS)获得的参考值的平均偏差在2%以内。在高分辨能力IM分析中,通过精确的质量-电荷组合,鉴定了来自七种脂质提取物的总共225种脂质特征。CCS,保留时间,和线性迁移率-质量相关性,以整理高分辨率的IM脂质结构图谱。这些结果强调了脂质组学样品中存在的高异构复杂性,并强调了需要以高分辨率进行分离的多个分析阶段。
    High-resolution ion mobility (resolving power > 200) coupled with mass spectrometry (MS) is a powerful analytical tool for resolving isobars and isomers in complex samples. High-resolution ion mobility is capable of discerning additional structurally distinct features, which are not observed with conventional resolving power ion mobility (IM, resolving power ~ 50) techniques such as traveling wave IM and drift tube ion mobility (DTIM). DTIM in particular is considered to be the \"gold standard\" IM technique since collision cross section (CCS) values are directly obtained through a first-principles relationship, whereas traveling wave IM techniques require an additional calibration strategy to determine accurate CCS values. In this study, we aim to evaluate the separation capabilities of a traveling wave ion mobility structures for lossless ion manipulation platform integrated with mass spectrometry analysis (SLIM IM-MS) for both lipid isomer standards and complex lipid samples. A cross-platform investigation of seven subclass-specific lipid extracts examined by both DTIM-MS and SLIM IM-MS showed additional features were observed for all lipid extracts when examined under high resolving power IM conditions, with the number of CCS-aligned features that resolve into additional peaks from DTIM-MS to SLIM IM-MS analysis varying between 5 and 50%, depending on the specific lipid sub-class investigated. Lipid CCS values are obtained from SLIM IM (TW(SLIM)CCS) through a two-step calibration procedure to align these measurements to within 2% average bias to reference values obtained via DTIM (DTCCS). A total of 225 lipid features from seven lipid extracts are subsequently identified in the high resolving power IM analysis by a combination of accurate mass-to-charge, CCS, retention time, and linear mobility-mass correlations to curate a high-resolution IM lipid structural atlas. These results emphasize the high isomeric complexity present in lipidomic samples and underscore the need for multiple analytical stages of separation operated at high resolution.
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  • 文章类型: Journal Article
    方法:大麻油中的大麻二酚(CBD)具有重要的药理活性。越来越多的证据表明,CBD对心血管系统有益,并已被用作动脉粥样硬化的健康补充剂。然而,机制尚不清楚。
    结果:本研究调查了CBD对泡沫细胞形成的影响,胆固醇稳态,和巨噬细胞的脂质代谢。CBD升高过氧化物酶体增殖物激活受体γ(PPARγ)及其相关靶标的水平,如ATP结合转运蛋白A1/G1(ABCA1/ABCG1),从而减少泡沫细胞的形成,和增加巨噬细胞内的胆固醇流出。值得注意的是,发现由CBD诱导的ABCA1和ABCG1表达上调被PPARγ抑制剂和PPARγ小干扰RNA(siRNA)减弱。此外,PPARγsiRNA的转染导致CBD对泡沫细胞形成的抑制作用降低,并促进胆固醇流出。通过脂质组学分析,研究发现,CBD显着逆转了神经酰胺(Cer)的增强。相关分析表明Cer水平与ABCA1/ABCG1的表达呈负相关。
    结论:这项研究证实,CBD可以通过激活PPARγ来治疗动脉粥样硬化,上调ABCA1/ABCG1表达,下调Cer水平。
    METHODS: The cannabidiol (CBD) in hemp oil has important pharmacological activities. Accumulating evidence suggests that CBD is beneficial in the cardiovascular system and has been applied as a health supplement for atherosclerosis. However, the mechanism remains unclear.
    RESULTS: This study investigates the impact of CBD on foam cell formation, cholesterol homeostasis, and lipid metabolism in macrophages. CBD elevates the levels of peroxisome proliferator-activated receptor gamma (PPARγ) and its associated targets, such as ATP binding transporter A1/G1 (ABCA1/ABCG1), thus reducing foam cell formation, and increasing cholesterol efflux within macrophages. Notably, the upregulation of ABCA1 and ABCG1 expression induced by CBD is found to be attenuated by both a PPARγ inhibitor and PPARγ small interfering RNA (siRNA). Moreover, transfection of PPARγ siRNA results in a decrease in the inhibitory effect of CBD on foam cell formation and promotion of cholesterol efflux. Through lipidomics analysis, the study finds that CBD significantly reverses the enhancement of ceramide (Cer). Correlation analysis indicates a negative association between Cer level and the expression of ABCA1/ABCG1.
    CONCLUSIONS: This study confirms that CBD can be an effective therapeutic candidate for atherosclerosis treatment by activating PPARγ, up-regulating ABCA1/ABCG1 expression, and down-regulating Cer level.
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  • 文章类型: Journal Article
    背景:报告表明,脂质分布可能与发生皮肤癌的可能性有关,然而确切的因果关系仍然未知。
    目的:本研究旨在研究脂质组与皮肤癌之间的联系,以及调查任何可能的调解员。
    方法:根据全基因组关联研究(GWAS),对179个脂质粒和每种皮肤癌进行了双样本孟德尔随机化(MR)分析,包括黑色素瘤,基底细胞癌(BCC),鳞状细胞癌(SCC)。然后,进行贝叶斯加权MR以验证双样本MR的分析结果。此外,我们采用两步MR研究了TNF样弱凋亡诱导因子(TWEAK)介导的脂质对皮肤癌发病率的影响.
    结果:MR分析确定遗传预测较高的磷脂酰胆碱(PC)(17:0_18:2)可以降低皮肤肿瘤的风险,包括BCC(OR=0.9149,95%CI:0.8667-0.9658),SCC(OR=0.9343,95%CI:0.9087-0.9606)和黑色素瘤(OR=0.9982,95%CI:0.9966-0.9997)。通过TWEAK介导的遗传预测预测的PC(17:0_18:2)的比例在BCC中为6.6%,在SCC中为7.6%。PC(17:0_18:2)与黑色素瘤之间的因果关系不是由TWEAK介导的。
    结论:这项研究确定了PC(17:0_18:2)和角质形成细胞癌之间的负因果关系,其中一小部分是由TWEAK介导的,其余大多数中介因素仍不清楚。未来还需要进一步研究其他风险因素。
    BACKGROUND: Reports suggest that lipid profiles may be linked to the likelihood of developing skin cancer, yet the exact causal relationship is still unknown.
    OBJECTIVE: This study aimed to examine the connection between lipidome and skin cancers, as well as investigate any possible mediators.
    METHODS: A two-sample Mendelian randomization (MR) analysis was conducted on 179 lipidomes and each skin cancer based on a genome-wide association study (GWAS), including melanoma, basal cell carcinoma (BCC), and squamous cell carcinoma (SCC). Then, Bayesian weighted MR was performed to verify the analysis results of two-sample MR. Moreover, a two-step MR was employed to investigate the impact of TNF-like weak inducer of apoptosis (TWEAK)-mediated lipidome on skin cancer rates.
    RESULTS: MR analysis identified higher genetically predicted phosphatidylcholine (PC) (17:0_18:2) could reduce the risk of skin tumors, including BCC (OR = 0.9149, 95% CI: 0.8667-0.9658), SCC (OR = 0.9343, 95% CI: 0.9087-0.9606) and melanoma (OR = 0.9982, 95% CI: 0.9966-0.9997). The proportion of PC (17:0_18:2) predicted by TWEAK-mediated genetic prediction was 6.6 % in BCC and 7.6% in SCC. The causal relationship between PC (17:0_18:2) and melanoma was not mediated by TWEAK.
    CONCLUSIONS: This study identified a negative causal relationship between PC (17:0_18:2) and keratinocyte carcinomas, a small part of which was mediated by TWEAK, and most of the remaining mediating factors are still unclear. Further research on other risk factors is needed in the future.
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