阿卡波糖对Ⅱ型糖尿病大鼠尿液代谢轮廓的影响

采用超高效液相色谱-质谱联用(UPLC-MS/MS)方法研究了阿卡波糖对Ⅱ型糖尿病大鼠代谢轮廓的影响, 分析了健康组、 糖尿病模型组和糖尿病给予阿卡波糖组的大鼠尿样, 采用主成分分析法(PCA)和偏最小二乘法-判别分析(PLS-DA)对数据进行分析. PCA得分图表明, 健康组、 糖尿病组和阿卡波糖组的代谢轮廓有显著差别, 根据PLS-DA载荷图筛选, 将对各组分离贡献大的化合物的串联质谱分析数据经Human Metabolome Database(HMDB)和Mass Bank.jp等数据库检索, 进行质谱信息匹配, 鉴定出苯乙酰甘氨酸、 肌酐及葡萄糖酸等8种内源性代谢物为潜在生物标记物.     

天然本草添加卷烟烟气暴露大鼠肺组织代谢组学研究

应用代谢组学方法,比较研究了普通卷烟和含有天然本草添加剂卷烟对大鼠肺组织代谢的影响。运用液相色谱-质谱联用技术分别分析了对照组、普通卷烟及某品牌天然本草添加卷烟烟气暴露7,14,30 d时的大鼠肺组织样品,对所得数据用偏最小二乘判别分析(PLS-DA)进行模式识别并筛选生物标志物。结果显示,吸食普通卷烟和某品牌卷烟,均会损伤大鼠肺组织,造成磷脂代谢、脂肪酸代谢紊乱,其中有2只普通卷烟暴露组大鼠的肺组织样品显著异常,受到明显的氧化损伤。综合来看,特别是长时间烟气暴露状态下,吸食某品牌卷烟造成的肺组织损伤低于普通卷烟,表明烟草中添加天然本草在一定程度上可减轻烟气对机体的损伤。     

尿液代谢组学方法研究人参总皂苷治疗糖尿病心肌病大鼠作用机制

利用基于质谱的代谢组学方法考察了人参总皂苷(TG)治疗糖尿病心肌病(DCM)大鼠的效应机制;建立了糖尿病心肌病大鼠模型,并连续12周口服人参总皂苷,采用快速高分辨液相色谱/四级杆-飞行时间/质谱(RRLC/Q-TOF/MS)技术对糖尿病心肌病模型组(DCM组)和人参总皂苷治疗组(TG组)大鼠尿样的尿液代谢物进行分析,采用主成分分析(PCA)对两组代谢物进行分类,并寻找潜在生物标记物,同时检测心肌病理超微结构、血液生化指标和心肌氧化应激水平。RRLC/Q-TOF/MS检测结果表明,DCM组和TG组大鼠的尿液代谢物谱能得到很好的区分,发现并鉴定了3种生物标记物。TG降低了DCM大鼠心肌超微结构损伤并改善其血脂、血糖及心肌氧化应激水平,代谢组学研究结果表明:作用机制可能是TG对柠檬酸循环、脂肪酸代谢和氧化应激水平的调节作用。     

黄芪口服液降低大鼠顺铂毒性作用机制的尿液代谢组学研究

采用基于液相色谱-飞行时间质谱联用(LC-TOF-MS)技术的代谢组学方法,分析大鼠尿液内源性代谢物的变化,研究黄芪口服液(HO)降低大鼠顺铂(CDDP)毒性的作用机制.采用低剂量多次腹腔注射CDDP的方法建立CDDP染毒大鼠模型,并连续给予16天HO.于第18天收集正常对照(Control)组、顺铂模型(CDDP)组和黄芪口服液(HO)组大鼠的24 h尿液, 进行LC-TOF-MS分析,以获取尿液代谢物组数据集,对所得数据进行主成分分析(PCA)和正交偏最小二乘法-判别分析(OPLS-DA)等多元统计分析,以筛选潜在生物标志物.于第20天采集大鼠血清测定肌酐和尿素氮水平.血清指标测定结果表明, HO可以显著降低CDDP染毒大鼠的肌酐和尿素氮水平(p<0.05).PCA得分图显示,3组可分别聚类,HO组位于Control组和CDDP组中间,表明HO可部分改善CDDP所致大鼠尿液代谢产物的异常变化.综合OPLS-DA分析、t检验和倍数变化分析结果,最终共筛选并初步鉴定出35个尿液代谢产物作为HO减毒相关的潜在生物标记物.代谢通路分析结果表明,HO可通过纠正体内氨基酸代谢、能量代谢和核苷酸代谢等通路的紊乱,降低CDDP所致机体毒性.     

格列美脲治疗的2型糖尿病大鼠的尿液代谢组学研究

采用快速高分离度液相色谱-质谱技术(RRLC-MS)检测经格列美脲治疗的2型糖尿病大鼠尿液中代谢物的变化, 对糖尿病组、 给药组和健康对照组大鼠的尿液代谢物谱进行了分析. 采用主成分分析(PCA)对3组大鼠进行分类并寻找潜在生物标记物. 结果表明, 3组大鼠的尿液代谢物谱得到了很好的区分, 发现并鉴定了2个潜在生物标记物, 分别为4-脱氧三羟基丁酸和4-胍基丁酸. 格列美脲对2型糖尿病大鼠的药物作用可能体现为对氨基酸代谢的调节作用.     

基于人工智能技术的烟气暴露大鼠代谢生物标志物筛选方法研究

该研究将主成分分析、偏最小二乘判别分析等多元统计分析方法用于烟草血浆、尿液和肺组织代谢组学数据的分析,以揭示暴露于不同烟气中大鼠血浆、尿液和肺组织中内源性生物标志物的整体变化情况,筛选潜在生物标志物;将血样、尿样和肺组织代谢轮廓谱分析得到的生物标志物进行整合,运用神经模糊网络模型对标志物进行缩减,并用人工神经网络评价模型预测能力,确定烟气暴露不同时间(7,14,30 d)以及不同烟气暴露对大鼠内源性代谢物变化影响"因果效应"密切相关的关键生物标志物群,明确不同烟气对大鼠机体损伤机制的异同。     

松花粉干预卵巢早衰大鼠肝脏的广泛靶向代谢组学分析

卵巢早衰是妇科领域的常见病,中医认为卵巢早衰与肝肾的正常与否息息相关,通过药食两用物质对肝脏代谢的调理是治疗卵巢早衰的一种重要手段。该研究基于超高效液相色谱-三重四极杆质谱(UHPLC-MS/MS)建立的广泛靶向代谢组学技术,探讨破壁松花粉对环磷酰胺诱导的卵巢早衰模型大鼠肝脏代谢的影响,旨在通过测定对照组、模型组、雌激素阳性对照组及施以不同剂量的松花粉干预组的SD大鼠肝脏组织中代谢物的含量变化,结合主成分分析(PCA)、正交偏最小二乘判别分析(OPLS-DA)等多元统计方法揭示松花粉干预卵巢早衰大鼠肝脏代谢的作用机制。通过正、负离子模式共检测出687种肝脏代谢物,PCA与OPLS-DA显示环磷酰胺诱导的模型组能够与对照组、阳性对照组、松花粉干预组等组别之间的代谢物较好的分离。通过单变量分析中的t检验(p<0.05)、变异倍数(FC>2或<0.5)与多变量分析中变量投影重要性(VIP值)>1相结合对差异代谢物进行筛选。与对照组相比,模型组SD大鼠肝脏中的32个生物标志物含量显著升高,28个生物标志物含量显著降低,主要涉及α-亚麻酸代谢、维生素B6代谢、嘌呤代谢、赖...     

大鼠尿液中壬基酚的代谢轮廓

运用代谢组学方法研究了壬基酚对大鼠尿液代谢的影响, 通过高效液相色谱-飞行时间质谱技术建立了大鼠尿样的代谢指纹图谱, 用主成分分析法分析给药组与对照组代谢物指纹图谱的差异, 通过t检验选取潜在的生物标志物及效应标志物, 并结合代谢物数据库检索对其进行鉴定. 结果表明, 壬基酚给药后, 尿液中含量变化显著的成分苯基葡萄糖苷酸、L-高半胱氨酸、3-硝基丙酸、肌酸酐、左旋肉碱及5-羟色胺等构成了大鼠尿液代谢的轮廓, 它们在生物体内的变化可能对生殖系统、免疫系统、神经系统及脂肪的代谢造成一定的影响, 从代谢的角度解释了环境雌激素壬基酚对生物体的危害, 为毒理学研究提供了依据.     

非靶向代谢组学用于藜芦妨害人参治疗脾气虚的机制研究

采用超高效液相色谱串联四级杆飞行时间质谱( UPLC/Q-TOF-MS)联用技术,通过非靶向代谢组学方法分析大鼠尿液内源性代谢物的变化,研究藜芦妨害人参发挥药效作用的机制。建立脾气虚大鼠模型,连续给药15天,测定力竭游泳时间及血液中白细胞、红细胞、血红蛋白的含量。结果表明,人参可显著提高脾气虚模型大鼠的力竭游泳时间(p﹤0.01),升高白细胞、红细胞及血红蛋白含量(p﹤0.05,p﹤0.01),藜芦对脾气虚模型大鼠各项指标无明显影响(p>0.05),人参与藜芦配伍后对脾气虚模型大鼠各项指标均无显著影响(p>0.05),表明藜芦妨害了人参发挥药效作用。采用UPLC/Q-TOF-MS技术及非靶向代谢组学的方法分析了空白组、模型组、人参组、藜芦组、参藜组对脾气虚模型大鼠的尿液代谢组差异,其中主成分分析( PCA)得分图显示各组代谢轮廓有显著差别,并通过正交偏最小二乘法-判别分析( OPLS-DA)及数据库检索,鉴定出15种人参干预调节脾气虚模型大鼠的潜在生物标志物,从中找出了7种人参藜芦配伍后减弱人参上述干预作用的潜在生物标志物,并对其涉及的代谢通路进行了系统分析。上述研究结果表明,人参藜芦配伍后妨害了人参对脾气虚模型大鼠的治疗作用,其机理可能是影响人参对体内能量代谢、免疫平衡及氧化还原反应等相关代谢的调节。     

基于GC-MS代谢组学的大鼠肝脏代谢谱时序性变化的性别差异研究

考察性别因素对死后肝脏组织中代谢物变化规律的影响。72只SD大鼠（雌雄各半）于死后72 h内不同时间采集肝脏右叶,进行气相色谱－质谱联用（Gas chromatography－mass spectrometry,GC－MS）代谢组学分析。通过主成分分析（Principal component analysis,PCA）和偏最小二乘法（Partial least squares,PLS）进行多元统计分析,筛选出不同性别中均随死亡时间（Postmortem interval,PMI） 变化的共同差异代谢物,比较分析其在死后不同时间是否存在性别差异。结果显示,雌雄大鼠肝脏的不同PMI样本在PCA和PLS分析中均能完全区分,在雄性大鼠和雌性大鼠肝脏中分别筛选出了42种和41种与PMI相关的差异代谢物,其中31种为不同性别组共有的差异代谢物。在共有的差异代谢物中,有18种在死后不同时间点存在性别差异。该研究表明性别因素会对死后不同时间肝脏组织中代谢物的浓度产生影响,采用代谢物推断PMI时需考虑性别因素。     

Pattern recognition analysis for classification of hypertensive model rats and diurnal variation using 1H-NMR spectroscopy of urine.

Urine samples were collected during the daytime and nighttime from spontaneously hypertensive model rats and normal rats without dosing. The 1H NMR spectra were measured for their urine samples, and analyzed by a pattern recognition method, known as Principal Component Analysis (PCA) and Soft Independent Modeling of Class Analogy (SIMCA). The separation of urinary data due to the diurnal variation (daytime and nighttime) and also to the difference between the two strains of rat was achieved in the PCA score plot. Differences of the urinary profiles in the respective separation were effectively extracted as marker variables by the SIMCA method. NMR measurements coupled with pattern recognition methods provide a straightforward approach to inspect the disease metabolic status and the preliminary screening tool of marker candidates for further development.     

基于核磁共振氢谱代谢组学研究黄连解毒汤对胰岛素抵抗大鼠棕色脂肪组织代谢组的影响

采用基于核磁共振氢谱(¹H NMR)的代谢组学方法, 研究了黄连解毒汤(HJD)对高果糖诱导胰岛素抵抗大鼠模型棕色脂肪代谢组的影响. 选取Wistar大鼠32只, 适应7 d后随机分为正常对照组、 模型组、 阳性药物对照组和黄连解毒汤组, 每组8只. 正常对照组给予纯净水喂养, 其它3组给予100 g/L的果糖水喂饲. 28 d后, 4组大鼠除了继续给予100 g/L的果糖水喂养外, 阳性对照组和黄连解毒汤组同时分别给予阿托伐他汀10 mg/(kg·d)和HJD水煎剂3.175 g/(kg·d)灌胃, 正常对照组和模型组给予一定体积的生理盐水灌胃, 整个实验持续56 d. 取各组大鼠棕色脂肪组织(BAT), 采集各组组织提取液的¹H NMR谱, 运用主成分分析法(PCA)分析. 与正常对照组相比, 在模型组中乳酸、 胆碱、 磷脂胆碱/甘油磷脂胆碱、 肌酸/肌酸酐、 牛磺酸和肌苷的含量升高, 脂质含量降低; 黄连解毒汤组逆转了模型组中上述各代谢物的变化, 且引起肌醇升高, 均具有统计学意义. 实验结果表明, 黄连解毒汤能够逆转机体能量代谢、 减轻细胞膜受损以及降低肝肾损伤, 初步阐明了黄连解毒汤对胰岛素抵抗状态下棕色脂肪组织代谢的调控作用.     

A metabonomic analysis of urine from rats treated with rhizoma alismatis using ultra‐performance liquid chromatography/mass spectrometry

A metabonomic approach based on ultra‐performance liquid chromatography coupled to mass spectrometry (UPLC/MS) was used to study the nephrotoxicity of rhizoma alismatis (RA) in rats. Potential biomarkers of RA toxicity were identified and the toxicological mechanism is discussed. Urine samples were collected from control and treated rats at various stages and analyzed by UPLC/MS in positive ionization mode. Histopathological analysis was used to evaluate renal function. The differences in the metabolic profiles of the control and treated rats were clearly distinguishable with principal components analysis (PCA) of the chromatographic data, and significant changes in 13 metabolite biomarkers were detected in the urine. This metabonomic method combined with PCA could discriminate the treated rats from the control rats on days 60, 120, and 180 after treatment, before serious organic renal damage was apparent on day 180 with histopathology. This research indicates that UPLC/MS‐based metabonomic analysis of urine samples can be used to predict the chronic nephrotoxicity induced by rhizoma alismatis. Copyright © 2011 John Wiley & Sons, Ltd.     

Metabonomic Investigation on Plasma Samples of Liver Transplanted Rats

In recent years, more sensitive and less invasive methods for detecting organ transplantation rejection have been receiving increasing interest. Metabonomics is a recent development in the transplantation field. In this paper, a metabonomic investigation on plasma samples of liver transplanted rats was presented. Samples from control, syngeneic, and allogeneic transplanted groups were analyzed using GC-MS after derivatization. Thirty-six metabolites in the acquired GC-MS data, including amino acids, organic acids, carbohydrates, and some other metabolites were identified and matched by NIST spectral library. The scores plot of principal component analysis (PCA) showed that the three groups were unambiguously apart from each other; the syngeneic liver transplanted group and the control group were adjacent, indicating a high similarity between the two groups; the allogeneic liver transplanted group, however, was apparently separate from the other two groups, demonstrating the significant differences of metabonomic profiles among the groups with or without immunologic reaction. Among the identified thirty-six metabolites, galactose, D-glucose, L-deoxyglucose, gulose, cholesterol, urea, and L-aspartic acid were found to be the significantly changed metabolites according to PCA loadings plot. In the allogeneic liver transplanted group, levels of cholesterol, urea, and L-aspartic acid increased but galactose, D-glucose, L-deoxyglucose, and gulose levels declined compared to those in the control and the syngeneic liver transplanted groups.     

基于HPLC/Q-TOF MS的4种农药联合暴露人群的代谢组学研究

采用基于高效液相色谱-飞行时间质谱联用(HPLC-TOF MS)的代谢组学方法,研究了啶虫脒、高效氯氟氰菊酯、联苯菊酯、甲氨基阿维菌素苯甲酸盐4种农药联合暴露所致的施药人群尿液中内源性代谢物的变化。采集30位农民喷洒4种复合农药前和喷洒农药期1,3,5,7 d的尿液进行检测。提取正常尿液中常见代谢物并通过质控样品评价手段进行分析,结果表明该方法具有良好的稳定性和精密度,可用于尿液中代谢物分析。多变量分析结果表明,暴露人群施药前后尿液的代谢物含量存在较大差异。对选取的36个差异离子进行鉴定,确定了8个生物标志物的结构。结果显示联合暴露组人群尿液中多巴胺、5-羟色胺、酪氨酸、色氨酸、牛磺酸和马尿酸的含量显著下降;犬尿素和肌酸的含量显著上升。4种农药联合暴露导致接触人群尿液中色氨酸代谢途径的中间产物含量降低,肝代谢和能量代谢相关的代谢物蓄积,可能与神经系统和肝脏功能的受损有关。     

Application to classification of mulberry leaves using multivariate analysis of proton NMR metabolomic data

Recently, NMR-based metabolomic analysis has been used to acquire information based on differentiation among biological samples. In the present study, we examined whether multivariate analysis was able to be applied to natural products and/or material field. Each extraction of 24 leaf samples, divided into six locations from the tip of the stem in each of four strains, was analyzed by pattern recognition methods, known as Principal Component Analysis (PCA) and Soft Independent Modeling of Class Analogy (SIMCA). Twenty-four extracts from mulberry leaf showed independent spectra by 1H NMR. The separation of leaf extraction data due to the difference at six locations was achieved in the PCA score plot as correlation PC1 (86.1%) and PC3 (4.6%) and showed two loading plots, suggesting classification by leaf position as an independent variable in the loading plot. Moreover, the difference among six locations clarified the seven highest discrimination powers by the SIMCA method. Meanwhile, the PCA score plot obtained classification by the variety of mulberry strains with three loading plots, but the SIMCA method did not give a peak by classification.     

新型潜香化合物3,6-二甲基-2,5-吡嗪二甲酸二薄荷醇酯的热裂解产物

为开发新型高温释放型烟用香料,以2,3,5,6-四甲基吡嗪和薄荷醇为原料,经过酯化反应制备了3,6-二甲基-2,5-吡嗪二甲酸二薄荷醇酯(DPAME).采用在线热裂解-气相色谱-质谱联用技术(Py-GC-MS)在空气氛围和不同的温度(300、600和900 ℃)下,对DPAME进行热裂解研究,裂解产物经GC-MS进行了定性和半定量分析.结果表明,DPAME在300 ℃下裂解产生了多种有致香效果的醛类、薄荷烯和薄荷醇等;在600 ℃和900 ℃下裂解产生了烯烃类、烷基吡嗪、薄荷醇和薄荷烯等香味物质,并且吡嗪类的种类和相对含量在这两个温度下明显增加.结合DPAME的热裂解产物分析和卷烟感官评吸结果,初步推测了其可能的裂解机理.采用该方法可以方便、快速地分离鉴定物质的热裂解产物,为该物质在烟草中的加香应用提供理论依据.     

Distinguishing Ontario ginseng landraces and ginseng species using NMR-based metabolomics

The use of ¹H-NMR-based metabolomics to distinguish and identify unique markers of five Ontario ginseng (Panax quinquefolius L.) landraces and two ginseng species (P. quinquefolius and P. ginseng) was evaluated. Three landraces (2, 3, and 5) were distinguished from one another in the principal component analysis (PCA) scores plot. Further analysis was conducted and specific discriminating metabolites from the PCA loadings were determined. Landraces 3 and 5 were distinguishable on the basis of a decreased NMR intensity in the methyl ginsenoside region, indicating decreased overall ginsenoside levels. In addition, landrace 5 was separated by an increased amount of sucrose relative to the rest of the landraces. Landrace 2 was separated from the rest of the landraces by the increased level of ginsenoside R_b1. The Ontario P. quinquefolius was also compared with Asian P. ginseng by PCA, and clear separation between the two groups was detected in the PCA scores plot. The PCA loadings plot and a t-test NMR difference plot were able to identify an increased level of maltose and a decreased level of sucrose in the Asian ginseng compared with the Ontario ginseng. An overall decrease of ginsenoside content, especially ginsenoside R_b1, was also detected in the Asian ginseng’s metabolic profile. This study demonstrates the potential of NMR-based metabolomics as a powerful high-throughput technique in distinguishing various closely related ginseng landraces and its ability to identify metabolic differences from Ontario and Asian ginseng. The results from this study will allow better understanding for quality assessment, species authentication, and the potential for developing a fully automated method for quality control.