Metabolic profiling

代谢谱分析
  • 文章类型: Journal Article
    普通小麦(TriticumaestivumL.)是世界上最有价值的谷类作物之一。本研究通过GC-MS和GCxGC-MS用甲醇浸渍48小时,检查了30种紫杉及其亚种的叶提取物。这些植物是从细胞学和遗传学研究所小麦遗传学部门的小麦遗传学集合的种子中生长出来的,SBRAS。分析揭示了263个成分的表皮蜡,包括直链和支链烷烃,脂肪醇,醛类,酮,β-二酮,羧酸及其衍生物,单萜和二萜,植物甾醇,和生育酚。采用层次聚类分析和主成分分析对不同小麦品种叶片提取物之间的差异进行了识别和可视化。确定了三个集群,主要成分是(1)八糖安-1-醇,(2)饱和和不饱和醇的酯,和(3)脂肪酸烷基酰胺,首次在植物提取物中发现。结果突出了代谢研究在理解适应机制和增加小麦对胁迫因素的抗性方面的重要性。这些对于培育具有改良性状的新一代品种至关重要。
    Common wheat (Triticum aestivum L.) is one of the most valuable cereal crops worldwide. This study examined leaf extracts of 30 accessions of T. aestivum and its subspecies using 48 h maceration with methanol by GC-MS and GCxGC-MS. The plants were grown from seeds of the wheat genetics collection of the Wheat Genetics Sector of the Institute of Cytology and Genetics, SB RAS. The analysis revealed 263 components of epicuticular waxes, including linear and branched alkanes, aliphatic alcohols, aldehydes, ketones, β-diketones, carboxylic acids and their derivatives, mono- and diterpenes, phytosterols, and tocopherols. Hierarchical cluster analysis and principal component analysis were used to identify and visualize the differences between the leaf extracts of different wheat cultivars. Three clusters were identified, with the leading components being (1) octacosan-1-ol, (2) esters of saturated and unsaturated alcohols, and (3) fatty acid alkylamides, which were found for the first time in plant extracts. The results highlight the importance of metabolic studies in understanding the adaptive mechanisms and increasing wheat resistance to stress factors. These are crucial for breeding new-generation cultivars with improved traits.
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  • 文章类型: Journal Article
    目的:由于已知肥胖个体的血液代谢谱发生了改变,我们的目的是研究肥胖和非肥胖牙周病健康个体中肥胖相关的代谢模式与龈下微生物组成之间的关联.
    方法:纳入39例牙周健康者。根据体重指数评分,20名受试者被归类为瘦,19名被归类为肥胖。进行了全面的牙周检查。收集龈下菌斑和血样。使用16SrDNA测序分析菌斑样品的细菌。非靶向代谢组学分析(质谱)用于定量血清中的代谢物。
    结果:肥胖受试者与包括Dialisterinviss在内的几种牙周病分类群具有统计学相关性,中间介体普雷沃特拉,DenticolaPrevotella,具核梭杆菌亚种。Vincentii,发散小杆菌,Parvimonasmicra和Shuttleworthia卫星。在肥胖个体中,与氨基酸相关的代谢模式升高;然而,与脂质和辅因子/维生素相关的代谢模式有所减少.这些代谢扰动与多种牙龈下细菌物种有关,这些物种将瘦肉与肥胖个体区分开。
    结论:循环血液代谢产物中肥胖相关的扰动与牙龈下微生物群中牙周病变细菌定植的发展有关,因此可能增加肥胖个体患牙周疾病的风险。
    OBJECTIVE: Since blood metabolomic profiles of obese individuals are known to be altered, our objective was to examine the association between obesity-related metabolic patterns and subgingival microbial compositions in obese and non-obese periodontally healthy individuals.
    METHODS: Thirty-nine periodontally healthy subjects were enrolled. Based on body mass index scores, 20 subjects were categorized as lean and 19 as obese. A comprehensive periodontal examination was performed. Subgingival plaque and blood samples were collected. Plaque samples were analysed for bacteria using 16S rDNA sequencing. Untargeted metabolomic profiling (mass spectrometry) was used to quantify metabolites in serum.
    RESULTS: Obese subjects were statistically associated with several periodontopathic taxa including Dialister invisus, Prevotella intermedia, Prevotella denticola, Fusobacterium nucleatum_subsp.vincentii, Mogibacterium diversum, Parvimonas micra and Shuttleworthia satelles. In obese individuals, an amino acid-related metabolic pattern was elevated; however, there was a decrease in metabolic patterns related to lipids and cofactor/vitamins. These metabolic perturbations were associated with multiple subgingival bacterial species that differentiated lean from obese individuals.
    CONCLUSIONS: Obesity-related perturbations in circulating blood metabolites are associated with the development of periodontopathic bacterial colonization in the subgingival microbiome and consequently may increase the risk for periodontal disease in obese individuals.
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  • 文章类型: Journal Article
    血清代谢组是与乳腺癌风险相关的分子生物标志物的潜在来源。在这里,我们旨在分析从参与挪威Trøndelag健康研究(HUNT2研究)的健康女性收集的诊断前血清样本中存在的代谢物,这些女性可以获得有关发展为乳腺癌的长期信息。
    选择了参与HUNT2研究的在15年随访期内发展为乳腺癌的妇女(BC病例)和年龄匹配的无乳腺癌妇女(n=453病例对照对)。使用高分辨率质谱方法对284种化合物进行了定量分析,包括30种氨基酸和生物胺,己糖,和253脂质(酰基肉碱,甘油酯,磷脂酰胆碱,鞘脂,和胆固醇酯)。
    年龄是导致数据集中巨大异质性的主要混杂因素,因此,我们分别对年龄定义的亚组进行了分析.在年轻女性(<45岁)的亚组中观察到最大数量的代谢物,其血清水平区分BC病例和对照(82种化合物)。值得注意的是,甘油酯水平增加,磷脂酰胆碱,在年轻和中年女性(≤64岁)中,鞘脂与癌症风险降低相关.另一方面,在老年女性(>64岁)中,血脂水平升高与乳腺癌风险增加相关.此外,在样本采集后早期(<5年)和晚期(>10年)的BC病例之间,可以检测到几种代谢物的血清水平不同,然而,这些化合物也与参与者的年龄相关。当前的结果与在HUNT2参与者队列中进行的基于NMR的代谢组学研究的结果一致,其中VLDL亚组分血清水平升高与绝经前女性乳腺癌风险降低相关.
    在诊断前血清样本中检测到的代谢物水平的变化,这反映了脂质和氨基酸代谢受损,以年龄依赖性方式与乳腺癌的长期风险相关。
    UNASSIGNED: The serum metabolome is a potential source of molecular biomarkers associated with the risk of breast cancer. Here we aimed to analyze metabolites present in pre-diagnostic serum samples collected from healthy women participating in the Norwegian Trøndelag Health Study (HUNT2 study) for whom long-term information about developing breast cancer was available.
    UNASSIGNED: Women participating in the HUNT2 study who developed breast cancer within a 15-year follow-up period (BC cases) and age-matched women who stayed breast cancer-free were selected (n=453 case-control pairs). Using a high-resolution mass spectrometry approach 284 compounds were quantitatively analyzed, including 30 amino acids and biogenic amines, hexoses, and 253 lipids (acylcarnitines, glycerides, phosphatidylcholines, sphingolipids, and cholesteryl esters).
    UNASSIGNED: Age was a major confounding factor responsible for a large heterogeneity in the dataset, hence age-defined subgroups were analyzed separately. The largest number of metabolites whose serum levels differentiated BC cases and controls (82 compounds) were observed in the subgroup of younger women (<45 years old). Noteworthy, increased levels of glycerides, phosphatidylcholines, and sphingolipids were associated with reduced risk of cancer in younger and middle-aged women (≤64 years old). On the other hand, increased levels of serum lipids were associated with an enhanced risk of breast cancer in older women (>64 years old). Moreover, several metabolites could be detected whose serum levels were different between BC cases diagnosed earlier (<5 years) and later (>10 years) after sample collecting, yet these compounds were also correlated with the age of participants. Current results were coherent with the results of the NMR-based metabolomics study performed in the cohort of HUNT2 participants, where increased serum levels of VLDL subfractions were associated with reduced risk of breast cancer in premenopausal women.
    UNASSIGNED: Changes in metabolite levels detected in pre-diagnostic serum samples, which reflected an impaired lipid and amino acid metabolism, were associated with long-term risk of breast cancer in an age-dependent manner.
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  • 文章类型: Journal Article
    艰难梭菌感染(CDI)是导致全球抗生素后腹泻病例数量增加的原因。在住院老年患者中严重程度和死亡率较高。由于抗菌药物引起的肠道微生物群的破坏促进艰难梭菌的肠道定植。在本研究中,小鼠模型用于研究抗生素给药和随后由艰难梭菌定植的潜在影响,以及三种不同的10天治疗方法的效果(甲硝唑,益生菌,和粪便微生物群移植),第一次在大脑代谢组上。四种不同的基于代谢组学的方法(靶向HILIC-MS/MS,非目标RP-LC-HRMS/MS,目标GC-MS/MS,和非靶向GC-MS)被应用,从而鉴定出大脑提取物中的217种独特代谢物,主要是甘油磷脂,甘油脂,氨基酸,碳水化合物,和脂肪酸。单因素和多因素统计分析显示,CDI,以及随后的治疗,显著改变了几种脑代谢物,可能是由于肠道菌群失调,并通过肠脑轴影响大脑。值得注意的是,所有的治疗方法都不能完全恢复大脑的新陈代谢,健康,和非感染表型,即使经过10天的治疗。
    Clostridioides difficile infection (CDI) is responsible for an increasing number of cases of post-antibiotic diarrhea worldwide, which has high severity and mortality among hospitalized elderly patients. The disruption of gut microbiota due to antibacterial medication facilitates the intestinal colonization of C. difficile. In the present study, a murine model was used to investigate the potential effects of antibiotic administration and subsequent colonization by C. difficile, as well as the effects of three different 10-day treatments (metronidazole, probiotics, and fecal microbiota transplantation), on the brain metabolome for the first time. Four different metabolomic-based methods (targeted HILIC-MS/MS, untargeted RP-LC-HRMS/MS, targeted GC-MS/MS, and untargeted GC-MS) were applied, resulting in the identification of 217 unique metabolites in the brain extracts, mainly glycerophospholipids, glycerolipids, amino acids, carbohydrates, and fatty acids. Univariate and multivariate statistical analysis revealed that CDI, as well as the subsequent treatments, altered significantly several brain metabolites, probably due to gut dysbiosis, and affected the brain through the gut-brain axis. Notably, none of the therapeutic approaches completely restored the brain metabolic profile to the original, healthy, and non-infected phenotype, even after 10 days of treatment.
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  • 文章类型: Journal Article
    这项研究的目的是评估中间代谢变化,这些变化将含糖饮料(SSB)的摄入量与年轻人的心脏代谢(CM)风险因素联系起来。共有597名来自多族裔的参与者,儿童围产期结局纵向探索(EPOCH)研究在儿童期(中位10年)和青春期(中位16年)进行随访.我们采用了多步骤的方法:首先,混合模型用于检查儿童期SSB摄入量与儿童期和青春期CM指标的相关性,这表明SSB摄入量与空腹甘油三酯之间存在正相关(β(95%CI)为最高vs.最低SSB四分位数:8.1(-0.9,17.0);p趋势=0.057)。第二,采用最小绝对收缩率和选择算子(LASSO)回归,选择了180项与儿童SSB摄入相关的代谢物特征(通过非靶向代谢组学评估的767项特征).最后,这些SSB相关代谢物中的13种(来自第二步)也在随访中(来自第一步)与SSB摄入的方向相同(Bonferroni-adj。p<0.0003)。所有注释的化合物都是脂质,特别是二羧酸,单酰基甘油和二酰基甘油,和磷脂。在这个多样化的群体中,我们确定了一组可以作为中间生物标志物的脂质代谢物,将SSB摄入与青年血脂异常风险联系起来。
    The objective of this study was to assess intermediary metabolic alterations that link sugar-sweetened beverage (SSB) intake to cardiometabolic (CM) risk factors in youth. A total of 597 participants from the multi-ethnic, longitudinal Exploring Perinatal Outcomes among CHildren (EPOCH) Study were followed in childhood (median 10 yrs) and adolescence (median 16 yrs). We used a multi-step approach: first, mixed models were used to examine the associations of SSB intake in childhood with CM measures across childhood and adolescence, which revealed a positive association between SSB intake and fasting triglycerides (β (95% CI) for the highest vs. lowest SSB quartile: 8.1 (−0.9,17.0); p-trend = 0.057). Second, least absolute shrinkage and selection operator (LASSO) regression was used to select 180 metabolite features (out of 767 features assessed by untargeted metabolomics) that were associated with SSB intake in childhood. Finally, 13 of these SSB-associated metabolites (from step two) were also prospectively associated with triglycerides across follow-up (from step one) in the same direction as with SSB intake (Bonferroni-adj. p < 0.0003). All annotated compounds were lipids, particularly dicarboxylated fatty acids, mono- and diacylglycerols, and phospholipids. In this diverse cohort, we identified a panel of lipid metabolites that may serve as intermediary biomarkers, linking SSB intake to dyslipidemia risk in youth.
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  • 文章类型: Journal Article
    BACKGROUND: KRAS was one of the earliest human oncogenes to be described and is one of the most commonly mutated genes in different human cancers, including colorectal cancer. Despite KRAS mutants being known driver mutations, KRAS has proved difficult to target therapeutically, necessitating a comprehensive understanding of the molecular mechanisms underlying KRAS-driven cellular transformation.
    OBJECTIVE: To investigate the metabolic signatures associated with single copy mutant KRAS in isogenic human colorectal cancer cells and to determine what metabolic pathways are affected.
    METHODS: Using NMR-based metabonomics, we compared wildtype (WT)-KRAS and mutant KRAS effects on cancer cell metabolism using metabolic profiling of the parental KRAS G13D/+ HCT116 cell line and its isogenic, derivative cell lines KRAS +/- and KRAS G13D/-.
    RESULTS: Mutation in the KRAS oncogene leads to a general metabolic remodelling to sustain growth and counter stress, including alterations in the metabolism of amino acids and enhanced glutathione biosynthesis. Additionally, we show that KRASG13D/+ and KRASG13D/- cells have a distinct metabolic profile characterized by dysregulation of TCA cycle, up-regulation of glycolysis and glutathione metabolism pathway as well as increased glutamine uptake and acetate utilization.
    CONCLUSIONS: Our study showed the effect of a single point mutation in one KRAS allele and KRAS allele loss in an isogenic genetic background, hence avoiding confounding genetic factors. Metabolic differences among different KRAS mutations might play a role in their different responses to anticancer treatments and hence could be exploited as novel metabolic vulnerabilities to develop more effective therapies against oncogenic KRAS.
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  • 文章类型: Journal Article
    人类肠道微生物群的发育以从出生到成年的动态事件序列为特征,这使得每个人的肠道微生物群独一无二。其组成和代谢可能在肠道稳态和健康中起关键作用。我们建议对单个母婴二元结构进行研究,以跟踪哺乳期婴儿粪便微生物群和代谢组变化与母乳组成的动态,并评估在断奶期引入辅食引起的变化。对母乳进行了基于核磁共振(NMR)的代谢组学研究,结合16SRNA靶向宏基因组学分析,还收集了从纯母乳喂养饮食到断奶的一段时间内收集的母婴双胎的婴儿粪便样本。从生命的第4个月至第10个月收集母乳样品和新生儿粪便样品。从第103天到第175天收集两个样本,而从第219-268天仅检查粪便样品。通过共同成分和比重分析以及多块偏最小二乘判别分析进行了探索性和预测性分析,分别。在母乳喂养期间和混合水果/母乳喂养饮食期间收集的粪便的特征是高水平的岩藻糖基寡糖和糖酵解中间体,包括琥珀酸盐和甲酸盐。向半固体食物饮食的过渡以粪便参数的几种变化为特征:短链脂肪酸(SCFA)水平增加,包括醋酸盐,丙酸和丁酸,HMO的缺失和社区组成的转变,主要发生在Firmicutes门。粪便代谢组的变化反映了婴儿的饮食转变,而微生物群的组成遵循更复杂且仍然不稳定的行为。
    The development of the human gut microbiota is characterized by a dynamic sequence of events from birth to adulthood, which make the gut microbiota unique for everyone. Its composition and metabolism may play a critical role in the intestinal homeostasis and health. We propose a study on a single mother-infant dyad to follow the dynamics of an infant fecal microbiota and metabolome changes in relation to breast milk composition during the lactation period and evaluate the changes induced by introduction of complementary food during the weaning period. Nuclear Magnetic Resonance (NMR)-based metabolomics was performed on breast milk and, together with 16S RNA targeted-metagenomics analysis, also on infant stool samples of a mother-infant dyad collected over a period running from the exclusive breastfeeding diet to weaning. Breast milk samples and neonatal stool samples were collected from the 4th to the 10th month of life. Both specimens were collected from day 103 to day 175, while from day 219-268 only stool samples were examined. An exploratory and a predictive analysis were carried out by means of Common component and specific weight analysis and multi-block partial least squares discriminant analysis, respectively. Stools collected during breastfeeding and during a mixed fruit/breastfeeding diet were characterized by high levels of fucosyl-oligosaccharides and glycolysis intermediates, including succinate and formate. The transition to a semi-solid food diet was characterized by several changes in fecal parameters: increase in short-chain fatty acids (SCFAs) levels, including acetate, propionate and butyrate, dissapearance of HMOs and the shift in the community composition, mainly occurring within the Firmicutes phylum. The variations in the fecal metabolome reflected the infant\'s diet transition, while the composition of the microbiota followed a more complex and still unstable behavior.
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  • 文章类型: Journal Article
    Dingkun Dan (DKD), a reputable traditional Chinese medicine formula, has been used to treat gynecological diseases and showed significant clinical effects since ancient times. However, the application and development of DKD are seriously hampered by the unclear active substances. Structural characterization of compounds absorbed in vivo and their corresponding metabolites is significant for clarifying the pharmacodynamic material basis. In this study, an integrated strategy using ultra-performance liquid chromatography, coupled with quadrupole time-of-flight mass spectrometry and UNIFI™ software, was used to identify prototypes and metabolites after oral administration of DKD in rats. As a result, a total of 261 compounds, including 140 prototypes and 121 metabolites, were tentatively characterized in rat plasma, urine, and feces. The metabolic pathways of prototypes have been studied to clarify their possible transformation process in vivo. Moreover, an in vitro metabolism study was applied for verifying the metabolites under simulating the metabolic environment in vivo. This first systematic metabolic study of DKD is important for elucidating the metabolites and metabolic pathways and could provide a scientific basis for explaining the integrative mechanism in further pharmacology study.
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  • 文章类型: Journal Article
    植物代谢组被认为是基因组和表型之间的桥梁,对于植物生长和植物环境之间的相互作用至关重要。这里,我们使用液相色谱-串联质谱方法对150份小米种质进行了广泛靶向的代谢组学分析,并同时鉴定和定量了330份注释代谢物。比较不同小米的代谢含量,发现初级和次级代谢产物的天然变化显著,包括类黄酮,酚酰胺,羟基肉桂酰基衍生物,核苷酸,和脂质,在印度和中国北部和南部的小米中;其中,其中一些黄酮类化合物最为突出。通过使用Illumina平台对150种谷子进行测序,获得了总共2.2TB序列数据。通过mGWAS分析进一步挖掘代谢物的遗传基础发现,花青素3-O-葡萄糖苷和槲皮素O-乙酰己苷集中位于5号染色体43.55Mb和7号染色体26.9Mb,并开采了两个Lc作为候选基因,分别。然而,在3号染色体上的14.36Mb处还检测到木犀草素7-O-葡萄糖苷和山奈酚3-O-葡萄糖苷的信号,该基因座上的五个糖基转移酶基因被认为调节其含量。我们的工作是第一个在小米中使用mGWAS的研究,它为将来解剖小米的复杂生理性状铺平了道路。
    The plant metabolome is considered as a bridge between the genome and the phenome and is essential for the interaction between plant growth and the plant environment. Here, we used the liquid chromatography-tandem mass spectrometry method to perform a widely targeted metabolomics analysis of 150 millet germplasm and simultaneous identification and quantification of 330 annotated metabolites. Comparing the metabolic content of different millets revealed significant natural variation of both primary and secondary metabolites, including flavonoids, phenolamides, hydroxycinnamoyl derivatives, nucleotides, and lipids, in the millets from India and the north and south of China; among them, some of the flavonoids are the most prominent. A total of 2.2 TB sequence data were obtained by sequencing 150 accessions of foxtail millet using the Illumina platform. Further digging into the genetic basis of metabolites by mGWAS analysis found that cyanidin 3-O-glucoside and quercetin O-acetylhexside are concentratedly located at 43.55 Mb on chromosome 5 and 26.9 Mb on chromosome 7, and two Lc were mined as candidate genes, respectively. However, the signals of luteolin 7-O-glucoside and kaempferol 3-O-glucoside were also detected at 14.36 Mb on chromosome 3, and five glycosyltransferase genes on this loci were deemed to regulate their content. Our work is the first research to use mGWAS in millet, and it paves the way for future dissection of complex physiological traits in millet.
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  • 文章类型: Journal Article
    婴儿血管瘤(IH),婴儿期最常见的良性肿瘤,大多数在3个月大之前出现并快速增长。因为不可逆的皮肤变化发生在增殖早期,早期药物治疗对于减少由IH引起的永久性后遗症至关重要。然而,在IH出现之前,仍然没有早期筛查生物标志物。本研究旨在探索使用无创脐带血(UCB)的预测生物标志物。使用液相色谱-质谱法,对28名IH婴儿的UCB血清和132名匹配的健康对照进行了代谢谱分析方法的前瞻性研究,该人群包括超过1500名婴儿(PeptideAtlas:PASS01675)。代谢谱结果显示IH的特征性代谢异常。机器学习建议一组生物标志物来预测IH的发生,受试者工作特性分析中的曲线下面积(AUC)值均>0.943。苯乙酸有可能预测IH大(直径>2厘米)的婴儿与IH小(直径<2厘米)的婴儿,AUC为0.756。在非侵入性UCB血清中用于预测IH出现之前的新型生物标志物可能会带来革命性的临床应用。
    Infantile hemangioma (IH), the most common benign tumor in infancy, mostly arises and has rapid growth before 3 months of age. Because irreversible skin changes occur in the early proliferative stage, early medical treatment is essential to reduce the permanent sequelae caused by IH. Yet there are still no early screening biomarkers for IH before its visible emergence. This study aimed to explore prediction biomarkers using noninvasive umbilical cord blood (UCB). A prospective study of the metabolic profiling approach was performed on UCB sera from 28 infants with IH and 132 matched healthy controls from a UCB population comprising over 1500 infants (PeptideAtlas: PASS01675) using liquid chromatography-mass spectrometry. The metabolic profiling results exhibited the characteristic metabolic aberrance of IH. Machine learning suggested a panel of biomarkers to predict the occurrence of IH, with the area under curve (AUC) values in the receiver operating characteristic analysis all >0.943. Phenylacetic acid had potential to predict infants with large IH (diameter >2 cm) from those with small IH (diameter <2 cm), with an AUC of 0.756. The novel biomarkers in noninvasive UCB sera for predicting IH before its emergence might lead to a revolutionary clinical utility.
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