METABOLOMICS

代谢组学
  • 文章类型: Journal Article
    迄今为止,与产前黄曲霉毒素暴露相关的母体代谢反应的变化在很大程度上仍然未知.这项研究调查了埃塞俄比亚农村地区产前黄曲霉毒素暴露对母体血清代谢组的影响。共有309名孕妇参加前瞻性研究,血清黄曲霉毒素浓度采用靶向液相色谱-串联质谱(LC-MS/MS)测定。使用激光辅助快速蒸发电离质谱(LA-REIMS)获得血清代谢指纹图谱,然后结合单变量和多变量统计模型,以评估黄曲霉毒素暴露和未暴露母亲之间循环代谢特征的变化,并选择歧视性代谢特征。分析显示81.8%的女性接触黄曲霉毒素,白蛋白的中值浓度为12.9pg/mg。正交偏最小二乘判别分析(OPLS-DA)回归模型在比较低黄曲霉毒素暴露与高黄曲霉毒素暴露的埃塞俄比亚孕妇时,血清代谢组存在显着差异。确定了32个差异表达的代谢特征,影响氨酰tRNA生物合成途径。已经确定了几种歧视性代谢物,包括谷氨酰胺,色氨酸,酪氨酸,肌肽,和1-甲基烟酰胺.总之,我们的研究结果表明,在怀孕期间黄曲霉毒素暴露在母体血清代谢组显示差异,主要影响蛋白质合成。需要进一步的研究来鉴定特定的代谢物生物标志物并阐明潜在的机制。
    To date, the changes in maternal metabolic response associated with prenatal aflatoxin exposure remain largely unknown. This study investigated the effects of prenatal aflatoxin exposure on the maternal serum metabolome in rural Ethiopia. A total of 309 pregnant women were enrolled prospectively, and their serum aflatoxin concentrations were measured using targeted liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS). Serum metabolic fingerprints were obtained using laser-assisted rapid evaporative ionization mass spectrometry (LA-REIMS), followed by combination of univariate and multivariate statistical modelling to evaluate changes in circulating metabolic features between aflatoxin-exposed and unexposed mothers and to select discriminatory metabolic features. The analysis revealed that 81.8% of women were exposed to aflatoxins, with a median concentration of 12.9 pg/mg albumin. The orthogonal partial least square discriminant analysis (OPLS-DA) regression model demonstrated significant disparities in the serum metabolome when comparing Ethiopian pregnant women with low vs high aflatoxin exposure. Thirty-two differentially expressed metabolic features were identified, affecting aminoacyl-tRNA biosynthesis pathway. Several discriminatory metabolites have been identified, including glutamine, tryptophan, tyrosine, carnosine, and 1-methylnicotinamide. In conclusion, our findings indicate that aflatoxin exposure during pregnancy have shown disparities in the maternal serum metabolome, primarily affecting protein synthesis. Further research is needed to identify specific metabolite biomarkers and elucidate the underlying mechanisms.
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  • 文章类型: Journal Article
    分析口服二甲双胍对正常体重2型糖尿病患者肠道菌群特征和代谢物组成变化的影响。
    横断面研究中的T2DM患者给予二甲双胍12周。将未用药的T2DM患者作为对照组,观察二甲双胍方案治疗T2DM患者的各项指标。通过lluminaNovaSeq6000平台对研究对象的粪便肠道微生物群进行16SrDNA高通量基因测序。使用UPLC-MS/MS技术对研究对象的每个肠道微生物群代谢产物的14例进行靶向宏代谢组学。肠道菌群特征及其代谢产物之间的相关性,人体基本参数,糖脂代谢指标,采用spearman分析法对炎症因子进行分析。
    正常体重T2DM患者糖脂代谢指标和炎症因子水平高于健康人群(P<0.05),但是体重,BMI,腰围,正常体重T2DM患者的炎症因子浓度低于肥胖T2DM患者(P<0.05)。二甲双胍治疗改善T2DM患者糖脂代谢,但肥胖2型糖尿病患者糖脂代谢恢复更为明显.α-多样性指数差异无统计学意义(P>0.05),β-多样性差异有统计学意义(P<0.05)。与二甲双胍干预前相比,群落多样性和物种丰富度恢复,更接近健康人群。我们发现厌氧菌/木糖/核酮糖/木酮糖可能在二甲双胍治疗正常体重T2DM中通过改善血脂和减轻炎症发挥重要作用。二甲双胍可能通过Romboutsia在肥胖T2DM中发挥作用,中链脂肪酸(辛酸,癸酸,和十二烷酸)。
    正常体重T2DM患者肠道微生物菌群失调和代谢紊乱与糖脂代谢和全身炎症反应密切相关。二甲双胍治疗改善糖代谢水平,T2DM患者的全身炎症水平,更接近健康人口的状态。这种作用可能是通过影响肠道微生物群和微生物宿主共代谢产物来介导的,主要与厌氧菌和木糖/核糖/木酮糖有关。二甲双胍可能通过不同的途径在正常体重和肥胖T2DM患者中发挥作用。
    UNASSIGNED: To analyze the effect of oral metformin on changes in gut microbiota characteristics and metabolite composition in normal weight type 2 diabetic patients.
    UNASSIGNED: T2DM patients in the cross-sectional study were given metformin for 12 weeks. Patients with unmedicated T2DM were used as a control group to observe the metrics of T2DM patients treated with metformin regimen. 16S rDNA high-throughput gene sequencing of fecal gut microbiota of the study subjects was performed by llumina NovaSeq6000 platform. Targeted macro-metabolomics was performed on 14 cases of each of the gut microbiota metabolites of the study subjects using UPLC-MS/MS technology. Correlations between the characteristics of the gut microbiota and its metabolites, basic human parameters, glycolipid metabolism indicators, and inflammatory factors were analyzed using spearman analysis.
    UNASSIGNED: Glycolipid metabolism indexes and inflammatory factors were higher in normal-weight T2DM patients than in the healthy population (P<0.05), but body weight, BMI, waist circumference, and inflammatory factor concentrations were lower in normal-weight T2DM patients than in obese T2DM patients (P<0.05). Treatment with metformin in T2DM patients improved glycolipid metabolism, but the recovery of glycolipid metabolism was more pronounced in obese T2DM patients. None of the differences in α-diversity indexes were statistically significant (P>0.05), and the differences in β-diversity were statistically significant (P <0.05). Community diversity and species richness recovered after metformin intervention compared to before, and were closer to the healthy population. We found that Anaerostipes/Xylose/Ribulose/Xylulose may play an important role in the treatment of normal-weight T2DM with metformin by improving glycemic lipids and reducing inflammation. And Metformin may play a role in obese T2DM through Romboutsia, medium-chain fatty acids (octanoic acid, decanoic acid, and dodecanoic acid).
    UNASSIGNED: Gut microbial dysbiosis and metabolic disorders were closely related to glucose-lipid metabolism and systemic inflammatory response in normal-weight T2DM patients. Metformin treatment improved glucose metabolism levels, systemic inflammation levels in T2DM patients, closer to the state of healthy population. This effect may be mediated by influencing the gut microbiota and microbial host co-metabolites, mainly associated with Anaerostipes and xylose/Ribulose/Xylulose. Metformin may exert its effects through different pathways in normal-weight versus obese T2DM patients.
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  • 文章类型: Journal Article
    本研究旨在研究理化性质的变化,鼠李糖乳杆菌发酵枸杞汁(FGJ)不同发酵阶段的生物活性及代谢产物.结果表明,鼠李糖乳杆菌发酵显著降低了可溶性蛋白的含量,总酚,总黄酮和总糖。同时,鼠李糖乳杆菌发酵可显著提高2,2-二苯基-1-吡啶酰肼(DPPH)自由基清除能力和黄嘌呤氧化酶(XOD)活性抑制率。风味谱分析表明,FGJ产生了新的挥发性化合物,如4-甲基戊醇和2-丁醇,提供其独特的香气。非靶向代谢组学分析表明,FGJ28中的差异代谢产物与FGJ0组主要包括1,7-双(3,4-二羟基苯基)庚酯-3-乙酸酯,isoplumbagin,三乙酰白藜芦醇,sulochrin,吲哚-3-乙醛,等。,这可能对提高枸杞汁的生物活性有影响。这些发现将有助于了解鼠李糖乳杆菌发酵对枸杞汁的生物转化作用。
    This study aimed to investigate the changes in physicochemical properties, bioactivities and metabolites of fermented goji juice (FGJ) by Lacticaseibacillus rhamnosus at different fermentation stages. The results showed that Lacticaseibacillus rhamnosus fermentation significantly decreased the content of soluble protein, total phenolic, total flavonoid and total sugar. Meanwhile, the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical scavenging ability and the inhibition rate of xanthine oxidase (XOD) activity were remarkably enhanced by Lacticaseibacillus rhamnosus fermentation. Flavor profiles analysis indicated that FGJ produced novel volatile compounds such as 4-methylpentanol and 2-butanol, which provide its distinct aroma. The non-targeted metabolomics analysis showed that the differential metabolites in the FGJ28 vs. FGJ0 group were mainly included 1,7-bis (3,4-dihydroxyphenyl) heptan-3-yl acetate, isoplumbagin, triacetylresveratrol, sulochrin, indole-3-acetaldehyde, etc., which might have an effect on the promotion of the bioactivity of goji juice. These findings will contribute to understanding the biotransformation effect of Lacticaseibacillus rhamnosus fermentation on goji juice.
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  • 文章类型: Journal Article
    淋巴管平滑肌瘤病(LAM)是一种罕见的进行性疾病,通常发生在肺部,几乎只影响育龄妇女。近年来,许多分子已被证明在LAM患者和健康对照个体之间差异表达,其中一些分子,除了血管内皮生长因子D(VEGF-D),有可能成为新的生物标志物。
    这篇综述总结了组学研究的最新进展,包括基因组学,转录组学,蛋白质组学,和代谢组学,在LAM生物标志物发现中。它还检索了过去十年中使用PubMed和其他检索工具通过组学技术研究的LAM生物标志物的文献。
    可以对扩大的样本量进行进一步研究,以构建特定的模型,以研究这些分子在LAM发病机理中的作用,并阐明所涉及的潜在机制。在未来,在技术方面,各种组学方法的组合有望导致新的生物标志物发现。
    UNASSIGNED: Lymphangioleiomyomatosis (LAM) is a rare and progressive disorder that usually arises in the lung and almost exclusively affects women of childbearing age. In recent years, a number of molecules have been shown to be differentially expressed between patients with LAM and healthy control individuals, and some of these molecules, in addition to vascular endothelial growth factor D (VEGF-D), have the potential to be novel biomarkers.
    UNASSIGNED: This review summarizes the recent advances in omics research, including genomics, transcriptomics, proteomics, and metabolomics, in LAM biomarker discovery. It also retrieves the literature on LAM biomarkers studied by omics techniques in the last ten years using PubMed and other retrieval tools.
    UNASSIGNED: Further research on expanded sample sizes can be conducted to construct specific models to study the role of these molecules in the pathogenesis of LAM and clarify the underlying mechanisms involved. In the future, in terms of technology, the combination of various omics methods is expected to result in novel biomarker discovery.
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  • 文章类型: Journal Article
    慢传输型便秘(STC)的特征是结肠运动受损,但其与肠道微生物群的关系仍不清楚。本研究调查了特定肠道微生物种群与STC之间的相关性,重点研究了嗜酸乳杆菌与约氏乳杆菌(A/J)的比值。我们使用了四个大鼠组:对照(CON),洛哌丁胺诱导的STC(LOP),抗生素治疗(ABX),和抗生素加洛哌丁胺(ABX+LOP)。使用16SrRNA基因测序分析粪便样品,并通过LC-MS检查血清代谢物。LOP组显示A/J比率增加,而ABX和ABX+LOP组的比率下降。值得注意的是,ABX+LOP组未出现STC症状.代谢组学分析显示各组间关键代谢物的变化,包括胍基乙酸酯水平的变化,甘氨酸,L-谷氨酰胺,尼古丁,LOP组中的烟酸D-核糖核苷酸,和L-谷氨酰胺的变异,L-苯丙氨酸,L-酪氨酸,组胺,D-鸟氨酸,ABX和ABX+LOP组中的卵磷脂。我们的发现表明A/J比与STC发展之间存在相关性,提供对STC病理生理学和潜在微生物组靶向治疗的见解。
    Slow Transit Constipation (STC) is characterized by impaired colonic motility, but its relationship with gut microbiota remains unclear. This study investigated the correlation between specific gut microbial populations and STC, focusing on the Lactobacillus acidophilus to Lactobacillus johnsonii (A/J) ratio. We used four rat groups: Control (CON), Loperamide-induced STC (LOP), antibiotic-treated (ABX), and antibiotic plus Loperamide (ABX + LOP). Fecal samples were analyzed using 16S rRNA gene sequencing, and serum metabolites were examined through LC-MS. The LOP group showed an increased A/J ratio, while ABX and ABX + LOP groups had decreased ratios. Notably, the ABX + LOP group did not develop STC symptoms. Metabolomic analysis revealed alterations in key metabolites across groups, including changes in levels of guanidinoacetate, glycine, L-glutamine, nicotine, and nicotinate D-ribonucleotide in the LOP group, and variations in L-glutamine, L-phenylalanine, L-tyrosine, histamine, D-ornithine, and lecithin in the ABX and ABX + LOP groups. Our findings suggest a correlation between the A/J ratio and STC development, offering insights into STC pathophysiology and potential microbiome-targeted therapies.
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  • 文章类型: Journal Article
    随着睡眠不足已成为现代社会普遍关注的问题,本研究研究了桑叶乙醇提取物(MLE)的潜在睡眠改善作用及其相关机制。根据结果,MLE可以显著缩短33%的睡眠潜伏期,通过增加血清中的5-HT和GABA释放,将睡眠时间延长56%,并增加小鼠的睡眠率,下丘脑和海马.代谢组学分析表明,苯丙氨酸代谢,精氨酸和脯氨酸代谢可能是MLE改善睡眠的潜在途径。网络药理学和LC-MS分析表明,MLE中改善睡眠的关键活性成分可能是木犀草素,山奈酚,柚皮苷,Morin,豆甾醇和β-谷甾醇。进一步的分子对接和qRT-PCR结果表明,MLE改善睡眠的关键靶标可能是MAOA,GABRA1和GABRA2。总之,MLE表现出突出的改善睡眠效果,并具有作为新型改善睡眠功能食品的巨大应用潜力。
    As insufficient sleep has become a widespread concern in modern society, potential sleep-improving effect of mulberry (Morus alba L.) leaf ethanol extract (MLE) and the related mechanism were investigated in the present study. According to the results, MLE could significantly shorten sleep latency by 33 %, extend sleep duration by 56 % and increase sleep ratio of mice through increasing 5-HT and GABA release in serum, hypothalamus and hippocampus. Metabonomic analysis showed that phenylalanine metabolism, arginine and proline metabolism might be the potential pathways of MLE to improve sleep. Network pharmacological and LC-MS analysis suggested that the key sleep-improving active ingredients in MLE might be luteolin, kaempferol, naringenin, morin, stigmasterol and β-sitosterol. Further molecular docking and qRT-PCR results demonstrated that the key targets for MLE to improve sleep might be MAOA, GABRA1 and GABRA2. In conclusion, MLE showed outstanding sleep-improving effect and great potential for the application as novel sleep-improving functional food.
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  • 文章类型: Journal Article
    低温烹饪会导致风味减弱,同时改善肉的质地和消化特性。为了增强低温煮熟的藏猪肉的风味,样品在低温下烹饪,有或没有超声辅助(UBTP,BTP)不同时间(30分钟,90分钟),然后使用GC-MS和LC-MS进行分析。结果表明,超声辅助烹饪在治疗早期引起脂质氧化显著增加9.10%。此外,在超声辅助处理的后期,蛋白质被氧化和降解,这导致蛋白质羰基含量显着上升了6.84%。随着超声波和低温烹饪的长期影响,通过多元统计和相关性分析,UBTP-90样品中苯乙醛的形成源于苯丙氨酸的降解。同时,trans,顺式-2,6-壬烯醛和1-辛烯-3-酮起源于亚麻酸和花生四烯酸的降解。本研究从脂质和蛋白质氧化的角度阐明了超声辅助处理改善低温熟藏猪肉风味的机理。为西藏猪肉相关产品的风味增强提供理论支持。
    Low-temperature cooking causes flavor weakness while improving the texture and digestive properties of meat. To enhance the flavor of low-temperature cooked Tibetan pork, samples were cooked at low-temperature with or without ultrasound-assisted (UBTP, BTP) for different times (30 min, 90 min) and then analyzed using GC-MS and LC-MS. The results showed that ultrasound-assisted cooking caused a significant increase in lipid oxidation by 9.10% in the early stage of the treatment. Additionally, at the later stage of ultrasound-assisted processing, proteins were oxidized and degraded, which resulted in a remarkable rise in the protein carbonyl content by 6.84%. With prolonged effects of ultrasound and low-temperature cooking, the formation of phenylacetaldehyde in UBTP-90 sample originated from the degradation of phenylalanine through multivariate statistics and correlation analysis. Meanwhile, trans, cis-2,6-nonadienal and 1-octen-3-one originated from the degradation of linolenic acid and arachidonic acid. This study clarified the mechanism of ultrasound-assisted treatment improving the flavor of low-temperature-cooked Tibetan pork based on the perspective of lipids and proteins oxidation, providing theoretical supports for flavor enhancement in Tibetan pork-related products.
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  • 文章类型: Journal Article
    利用代谢组学方法探索植物适应性和适应动态环境的代谢机制正在增长。强调需要一个高效和用户友好的工具包,用于分析代谢组学研究产生的大量数据集。当前的代谢组数据分析协议通常难以处理大规模数据集或需要编程技能。为了解决这个问题,我们介绍MetMiner(https://github.com/ShawnWx2019/MetMiner),一个用户友好的,专为植物代谢组学数据分析而设计的全功能管道。建立在R闪亮,MetMiner可以部署在服务器上,以利用额外的计算资源来处理大规模数据集。MetMiner确保透明度,可追溯性,在整个分析过程中的再现性。其直观的界面提供了强大的数据交互和图形功能,使没有事先编程技能的用户能够深入参与数据分析。此外,我们构建了一个特定于植物的质谱数据库并将其集成到MetMiner管道中,以优化代谢物注释。我们还开发了MDAtoolkit,其中包括一套完整的统计分析工具,代谢物分类,和富集分析,促进从数据集中挖掘生物学意义。此外,我们提出了一种迭代加权基因共表达网络分析策略,用于大规模代谢组学数据挖掘中高效的生物标志物代谢物筛选。在两个案例研究中,我们验证了MetMiner的数据挖掘效率和代谢物注释的鲁棒性。一起,MetMiner管道代表了植物代谢组学分析的一个有前途的解决方案,为科学界提供了一个有价值的工具,可以轻松使用。
    The utilization of metabolomics approaches to explore the metabolic mechanisms underlying plant fitness and adaptation to dynamic environments is growing, highlighting the need for an efficient and user-friendly toolkit tailored for analyzing the extensive datasets generated by metabolomics studies. Current protocols for metabolome data analysis often struggle with handling large-scale datasets or require programming skills. To address this, we present MetMiner (https://github.com/ShawnWx2019/MetMiner), a user-friendly, full-functionality pipeline specifically designed for plant metabolomics data analysis. Built on R shiny, MetMiner can be deployed on servers to utilize additional computational resources for processing large-scale datasets. MetMiner ensures transparency, traceability, and reproducibility throughout the analytical process. Its intuitive interface provides robust data interaction and graphical capabilities, enabling users without prior programming skills to engage deeply in data analysis. Additionally, we constructed and integrated a plant-specific mass spectrometry database into the MetMiner pipeline to optimize metabolite annotation. We have also developed MDAtoolkits, which include a complete set of tools for statistical analysis, metabolite classification, and enrichment analysis, to facilitate the mining of biological meaning from the datasets. Moreover, we propose an iterative weighted gene co-expression network analysis strategy for efficient biomarker metabolite screening in large-scale metabolomics data mining. In two case studies, we validated MetMiner\'s efficiency in data mining and robustness in metabolite annotation. Together, the MetMiner pipeline represents a promising solution for plant metabolomics analysis, providing a valuable tool for the scientific community to use with ease.
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  • 文章类型: Journal Article
    膀胱癌(BLCA)死亡率在非洲裔美国人(AA)患者中高于欧洲裔美国人(EA)患者,但是种族特异性差异的分子机制尚不清楚。为了解决这个差距,我们进行了全面的RNA-Seq,蛋白质组学,以及AA和EA的BLCA肿瘤的代谢组学分析。我们的发现揭示了AABLCA的独特代谢表型,其特征是线粒体氧化磷酸化(OXPHOS)升高,特别是通过复合物I的激活,结果提供了对复合物I激活驱动的较高OXPHOS活性的见解,导致谷氨酰胺介导的代谢重新连接和疾病进展增加,[U]13C-谷氨酰胺示踪也证实了这一点。机制研究进一步表明,在AABLCA细胞中敲低复合物I的成分之一NDUFB8,导致基础呼吸减少,ATP生产,GLS1表达式,和扩散。此外,临床前研究证明了靶向复合物I的治疗潜力,如NDUFB8耗尽的AABLCA肿瘤中肿瘤生长减少所证明的。此外,GLS1的遗传和药理抑制减弱了AABLCA的线粒体呼吸速率和肿瘤生长潜能。一起来看,这些发现提供了针对未来治疗的GLS1复合物I的BLCA差异的见解.
    Bladder cancer (BLCA) mortality is higher in African American (AA) patients compared with European American (EA) patients, but the molecular mechanism underlying race-specific differences are unknown. To address this gap, we conducted comprehensive RNA-Seq, proteomics, and metabolomics analysis of BLCA tumors from AA and EA. Our findings reveal a distinct metabolic phenotype in AA BLCA characterized by elevated mitochondrial oxidative phosphorylation (OXPHOS), particularly through the activation of complex I. The results provide insight into the complex I activation-driven higher OXPHOS activity resulting in glutamine-mediated metabolic rewiring and increased disease progression, which was also confirmed by [U]13C-glutamine tracing. Mechanistic studies further demonstrate that knockdown of NDUFB8, one of the components of complex I in AA BLCA cells, resulted in reduced basal respiration, ATP production, GLS1 expression, and proliferation. Moreover, preclinical studies demonstrate the therapeutic potential of targeting complex I, as evidenced by decreased tumor growth in NDUFB8-depleted AA BLCA tumors. Additionally, genetic and pharmacological inhibition of GLS1 attenuated mitochondrial respiration rates and tumor growth potential in AA BLCA. Taken together, these findings provide insight into BLCA disparity for targeting GLS1-Complex I for future therapy.
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  • 文章类型: Journal Article
    年龄相关性白内障(ARC)是全球失明的主要原因。晶状体上皮细胞(LECs)不仅参与晶状体中许多物质的代谢,而且还参与维持晶状体的透明度。本研究采用脂质组学研究不同严重程度ARC患者LECs的代谢差异,旨在鉴定ARC的潜在代谢生物标志物。选择在上海同仁医院诊断为ARC并接受白内障手术的患者参加本研究。分为轻度ARC组和重度ARC组。在他们的白内障手术中,获得含有LEC的晶状体前囊(LC)。使用液相色谱-质谱(LC-MS)分析了LEC的脂质组学。使用诸如京都基因和基因组百科全书(KEGG)和MetaboAnalyst平台的数据库搜索脂质的潜在途径。在LEC脂质中,26脂质已被确定为轻度ARC和重度ARC之间的潜在生物标志物,AUC值为0.67-0.94。通路分析结果表明,甘油磷脂(GPL)代谢受到显著影响,表明这些代谢标志物对调节这一途径有显著贡献。LEC代谢谱显示了区分患有不同程度白内障的患者的熟练能力。在这里,我们已成功鉴定出潜在的代谢生物标志物和通路,这些生物标志物和通路已被证明对增强我们对ARC发病机制的理解有价值.该发现对未来开发新的白内障治疗方法具有转化价值。
    Age related cataracts (ARC) represent the main reason for blindness globally. The lens epithelial cells (LECs) participate not only in the metabolism of many substances in the lens but also in maintaining lens transparency. This study used lipidomics to investigate the metabolic differences in LECs of ARC patients with different severity, aiming at identifying potential metabolic biomarkers of ARC. Patients diagnosed with ARC and underwent cataract surgery at Shanghai Tongren Hospital were selected to participate in this study, which were classified as mild ARC group and severe ARC group. During their cataract surgery, anterior lens capsules(LCs) containing LECs were obtained. The lipidomics of LECs were analyzed using the liquid chromatography‑mass spectrometry (LC-MS). Potential pathways of lipids were searched for using databases such as the Kyoto Encyclopedia of Genes and Genomes (KEGG) and MetaboAnalyst platform. In LEC lipids, 26 lipids have been identified as potential biomarkers between mild ARC and severe ARC, with AUC values of 0.67-0.94. The pathway analysis results revealed that the Glycerophospholipid (GPL) metabolism was significantly influenced, indicating that these metabolic markers contribute significantly to regulating this pathway. The LEC metabolic spectrum demonstrates a proficient ability to differentiate between patients with varying levels of cataracts. Herein, we have successfully identified potential metabolic biomarkers and pathways that have proven to be valuable in enhancing our understanding of ARC pathogenesis. The finding has translational value for developing new cataract treatment methods in the future.
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