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1.
赵素敏  郑虹  路鑫  刘颖  苏本利  许国旺 《色谱》2011,29(4):307-313
糖代谢异常由于其发病率的升高和影响人类的生活质量而日益受到科学研究者的关注。实验中利用液相色谱与质谱(LC-MS)联用技术对糖代谢异常分别进行了代谢组学和磷脂轮廓分析,研究了糖代谢异常中的两个阶段——空腹血糖受损(IFG)和初诊糖尿病(NDD)的代谢差异情况。首先从LC-MS采集到血浆中代谢组学分析及磷脂轮廓分析的原始谱图,通过软件的峰匹配等步骤得到峰表,之后利用多种统计分析方法进行数据分析,通过正交校正的偏最小二乘法(OSC-PLS)对样品进行分型,根据模型的变量重要因子(VIP)、显著性差异检验结果等筛选出差异性代谢物。结果显示: NDD组比IFG组与对照组(N组)比较存在更明显的代谢差异,发生变化的化合物主要为游离脂肪酸、溶血磷脂酰胆碱、磷脂酰乙醇胺、鞘磷脂和磷脂酰胆碱等。  相似文献   

2.
采用超高效液相色谱-四极杆-静电场轨道阱质谱结合主成分分析、正交偏最小二乘判别分析对46例结直肠腺瘤患者(年龄57.8 ± 10.7岁)和45例健康人(年龄54.4 ± 8.2岁)的血清样本进行分析,通过变量权重投影分析和火山图筛选结直肠腺瘤患者血清中的代谢标志物,利用受试者工作特征曲线(ROC)验证代谢标志物的诊断能力。结果表明,两组血清的代谢轮廓有显著差异,筛选并鉴定了20个生物标志物,涉及缬氨酸、亮氨酸和异亮氨酸合成,花生四烯酸代谢、α-亚麻酸代谢、亚油酸代谢、氨酰-tRNA合成、鞘脂代谢、甘油磷脂代谢、色氨酸代谢,其生物标志物16-羟基棕榈酸、花生四烯酸、肌酸、缬氨酸、亮氨酸、色氨酸、α-亚麻酸、牛磺鹅脱氧胆酸、LysoPC(20∶3)的ROC曲线面积(AUC)均大于0.90,特异性与灵敏度较高,对于结直肠腺瘤筛查具有较高的诊断价值和临床应用潜力。研究结果可为基于代谢组学的结直肠腺瘤筛查提供参考资料。  相似文献   

3.
对RAW264.7细胞在不同状态(正常、炎症、给药)下的甘油磷脂成分进行分析,寻找相关的潜在病理药理标志物,阐明二苯基庚烷A在抗炎过程中对甘油磷脂代谢的影响。实验分为空白组(C)、炎症模型组(L)、二苯基庚烷A给药组(D)和布洛芬给药组(B,阳性对照药组)4组。空白组和炎症组给予新鲜培养基,给药组分别给予新配含20μg/m L二苯基庚烷A和100μg/m L布洛芬的培养基,1 h后,炎症模型组和给药组按终浓度为0.5μg/m L加入脂多糖(LPS)培养,24 h后,运用修饰后的Bligh-Dyer方法提取不同状态下RAW264.7细胞的甘油磷脂成分,并通过超高效液相色谱-四极杆飞行时间质谱联用技术(UPLC-Q/TOF MS)在正负离子模式下对甘油磷脂进行一级(MS)和二级(MS/MS)质谱分析。结合二级质谱裂解数据、元素组成、数据库比对等方法鉴定磷脂成分,再通过主成分分析法(PCA)、偏最小二乘判别分析(PLS-DA)、正交偏最小二乘判别分析(OPLS-DA)以及t检验筛选潜在的甘油磷脂生物标志物。结果显示,炎症组与空白组比较得到27个潜在病理标志物,二苯基庚烷A给药组与炎症组比较得到23个潜在药理标志物,布洛芬给药组与炎症组比较得到17个潜在药理标志物,主要包括磷脂酰胆碱(PC)、溶血磷脂酰胆碱(lyso PC)、磷脂酰乙醇胺(PE)、溶血磷脂酰乙醇胺(lyso PE)。研究表明二苯基庚烷A在抗炎过程中引起了甘油磷脂代谢的明显变化,而这些代谢变化与炎症的发生发展密切相关。  相似文献   

4.
采用超高效液相色谱-飞行时间质谱联用技术(UPLC-Q/TOF MS)对恩施土家族苗族自治州60例健康志愿者(对照组)和65例痛风患者(痛风组)的血清样本建立代谢图谱,基于主成分分析及正交偏最小二乘判别分析对所得数据进行模式识别,并结合变量权重投影分析及火山图筛选出痛风患者的血清代谢标志物。通过数据分析和数据库检索,共筛选出63种差异代谢物,其中27种代谢物显著上调(P <0.05),36种代谢物显著下调(P <0.05),主要包括甘油磷脂类、氨基酸类及胆碱等成分。首先,对以上差异代谢物进行受试者工作特征曲线(ROC)分析,其中曲线下面积(AUC)大于0.8的14种代谢物是诊断效能较好的代谢物;然后对筛选的63种差异代谢物进行代谢通路富集分析,以Impact> 0.1且P <0.05为标准,得到影响最大的代谢通路主要有甘油磷脂代谢、醚性脂质代谢、亚油酸代谢、半胱氨酸和蛋氨酸代谢、花生四烯酸代谢及戊糖和葡萄醛酸的互相转化等。综上,痛风患者和健康对照人群的血清代谢水平有明显差异,差异代谢物的鉴定为痛风的发病机制和早期筛查提供了实验依据。  相似文献   

5.
膀胱癌是泌尿系统最常见的恶性肿瘤之一,具有高发病率、高复发率和高进展率的特点.本研究应用69个极性代谢物标样选择合适的分离系统,建立了两性离子亲水作用色谱/质谱联用的代谢组学分析方法.本方法线性范围较宽,检出限低于ng/mL数量级.将本方法用于血清代谢组学分析,85%以上代谢物峰面积的RSD<30%.对64例膀胱癌患者和32例正常人的血清进行代谢组学研究,发现溶血磷脂酰胆碱、游离脂肪酸、氨基酸、胆汁酸、有机酸、核苷等在患病组和正常组中存在显著差异.经筛选和验证,甘磷酸胆碱、胱氨酸、十二碳烯酸、二十碳烯酸和鹅去氧胆酸5种代谢物可以作为区分膀胱癌和正常人的潜在标志物.本研究结果表明,基于亲水作用色谱/质谱联用的代谢组学方法是发现癌症诊断潜在生物标志物的有效手段.  相似文献   

6.
Zhao S  Wang Y  Dou A  Chen J  Lu X  Cao R  Xu C  Xu G 《色谱》2011,29(9):843-850
卵巢肿瘤日益影响女性的健康和生活质量,其中的卵巢癌是女性三大恶性肿瘤之一,死亡率高居三者之首。因此卵巢肿瘤尤其卵巢癌是目前的一个研究热点。本研究利用液相色谱-质谱(LC-MS)联用技术对卵巢肿瘤进行磷脂轮廓分析,研究良性卵巢肿瘤(B)和卵巢癌(M)的患者血清中磷脂代谢的差异情况。首先用LC-MS采集血清中磷脂的指纹图谱,通过峰识别、峰匹配等得到峰表,然后利用正交校正的偏最小二乘法(OSC-PLS)进行多种分型,根据模型的变量重要因子(VIP)、VIP值的置信区间、S图和显著性差异检验结果等筛选有差异的磷脂。结果显示: M组和B组与正常对照(N)组比较都存在明显的磷脂代谢差异,发生改变的磷脂主要为缩醛磷脂酰乙醇胺、磷脂酰胆碱、缩醛磷脂酰胆碱、鞘磷脂和溶血磷脂酰胆碱。  相似文献   

7.
为了考察台风影响后鱼类恢复过程中血清代谢物的变化,利用超高效液相色谱-四极杆-飞行时间质谱,电喷雾电离源分别在正负离子模式下,对超强台风"罗莎"影响后的象山港网箱养殖大黄鱼血清进行为期半个月的测定,并通过SIMCA-P软件进行主成分分析和正交偏最小二乘法辨别分析.结果表明,大黄鱼恢复过程中潜在生物标志物主要为磷脂酰胆碱和溶血磷脂酰胆碱.另外还有皮五醇和牛黄胆酸.其中,溶血磷脂酰胆碱、含高不饱和度脂肪酰基的磷脂酰胆碱(总不饱和度之和大于9)和牛黄胆酸在恢复过程中均呈现增加的趋势; 而含低不饱和度脂肪酰基的磷脂酰胆碱(总不饱和度之和小于8)和皮五醇则呈现减少的趋势.这些代谢指标物的变化,体现了大黄鱼在台风后恢复过程中,通过皮质类激素调节脂类物质代谢的结果.  相似文献   

8.
耿越  孙丰霞  马玉  邓立刚  吕建云  李腾  王聪聪 《色谱》2014,(12):1301-1305
良性前列腺肥大已成为影响老龄男性生活质量的一个常见因素,其发病机制迄今尚未完全阐明。本研究采用超高压液相色谱-四极杆飞行时间串联质谱(UPLC-QTOF-MS)技术检测正常小鼠、良性前列腺肥大和非那雄胺干预的模型小鼠血清中代谢物的变化,对3组小鼠的血清代谢谱进行了分析。采用偏最小二乘-判别分析(PLS-DA)对3组小鼠代谢物分类并寻找潜在生物标志物。数据显示,3组小鼠的血清代谢物谱得到了很好的区分,发现并鉴定了3个潜在生物标志物,分别为1-棕榈酰溶血磷脂酰胆碱、1-O-十六烷基-2-O-乙酰基-SN-甘油基-3-磷酸胆碱和(Z)-13-二十二烯酰胺。结果表明良性前列腺肥大的发生与脂质代谢紊乱密切相关。  相似文献   

9.
采用盐酸肾上腺素加冰水浴建立急性血瘀大鼠模型,使用超高效液相色谱-四极杆飞行时间质谱(UPLC-Q-TOF/MS)检测空白对照组与血瘀模型组中血浆代谢物,用主成分分析(PCA)、有监督偏最小二乘法判别分析(PLS-DA)及正交偏最小二乘法判别分析(OPLS-DA)对代谢组学数据进行多维统计分析,筛选潜在生物标志物。与对照组相比,在血瘀模型组大鼠血浆中检测出46个差异代谢物,血瘀模型组中乙酰胆碱、N6,N6,N6-三甲基-L-赖氨酸、胞嘧啶、乙酰肉碱等21个代谢物显著上调,吲哚丙酸、LysoPC(14:0)等25个代谢物显著下调,可能与脂质代谢、半乳糖代谢、亚油酸代谢、不饱和脂肪酸生物合成、糖酵解、花生四烯酸代谢等通路有关。代谢产物可作为血瘀证研究中的重要标记物,该研究结果有助于揭示血瘀证的发病机制,可为临床血瘀疾病的诊断及选用药物治疗提供思路,为后续治疗手段提供参考依据。  相似文献   

10.
采用液相色谱-飞行时间质谱联用技术(LC-TOF MS)对高脂血症金黄地鼠的肝匀浆液进行代谢谱 分析,并利用模式识别挖掘潜在生物标志物以探索发病机制。采用反相色谱(RPLC)和亲水作用色谱(HILIC) 两种模式分离肝匀浆液中的内源性代谢产物。采用偏最小二乘法判别分析(PLS-DA)进行数据分析,结合标 准品与数据库比对、二级质谱裂解规律对内源性成分进行定性分析。结果显示,模型组和对照组在RPLC和 HILIC两种分离模式下均有良好的区分。与对照组相比,在高脂血症组的金黄地鼠肝脏中鉴定出16种差异代 谢物,其涉及的主要代谢途径为嘌呤代谢、磷脂酰胆碱代谢、鞘脂代谢和赖氨酸代谢等。这些异常的内源性 成分及其生物代谢途径可为了解高脂血症金黄地鼠肝脏发病机制提供依据。  相似文献   

11.
The discovery of new laryngeal cancer‐related metabolite biomarkers could help to facilitate early diagnosis. A serum metabolomics study from laryngeal cancer patients and healthy individuals was conducted using liquid chromatography coupled with quadrupole time‐of‐flight mass spectrometry. Univariate and multivariate statistics were used to discriminate laryngeal cancer patients and healthy individuals. 1‐Palmitoyl‐sn‐glycero‐3‐phosphocholine (LysoPC 16:0), 1‐o‐hexadecyl‐2‐acetyl‐sn‐glycero‐3‐phosphocholine (PAF) and 1,2‐dipalmitoyl‐sn‐glycero‐3‐phosphocholine were found to be significantly different between the laryngeal cancer group and the healthy group. They are mainly involved in phospholipids catabolism, linoleic acid metabolism, α‐linoleic acid metabolism and arachidonic acid metabolism. The area under the curve of the biomarker combined by two metabolites (LysoPC 16:0 and PAF) was 0.935, the sensitivity was 0.962 and the specificity was 0.825. LysoPC 16:0 and PAF may show diagnostic potential for laryngeal carcinoma.  相似文献   

12.
应用代谢组学研究方法,对与膀胱癌(Bladder cancer,BC)发病相关的生物标志物进行筛选,采用液相色谱-电喷雾质谱(LC-ESI/MS)联用技术对20名膀胱癌患者与24名正常人的血清和尿液进行研究.多变量统计分析结果表明,膀胱癌患者和正常人聚类明显,血清和尿液中分别发现13个潜在标志物.其中,(2E,6E,8E)-二十二碳三烯-1-醇、7-((1S,2S)-2-(庚胺)环己基)庚酸和(11E,14E,17E)-三烯-二十碳-1-醇首次在血清中发现,有潜力成为膀胱癌诊断标志物.液相色谱-质谱联用结合多变量分析的代谢组学研究技术在膀胱癌诊断中展现出巨大潜力.  相似文献   

13.
利用代谢组学方法研究了六味地黄丸治疗庆大霉素诱导的急性肾损伤的作用机制,并将超高效液相色谱-质谱联用(UPLC-MS)技术与主成分分析(PCA)、正交偏最小二乘判别分析(OPLS-DA)相结合来研究正常组、模型组、给药组间生物标记物的变化情况。在PCA与OPLS-DA模型中,正常组、模型组、给药组均可明显区分。共鉴定出17个正常组与模型组间的生物标记物,包括多种磷脂酰胆碱、鞘氨醇、植物鞘氨醇、鞘磷脂(d18∶0/16∶1(9z))、花生四烯酸。与正常组相比,鞘氨醇、植物鞘氨醇、鞘磷脂(d18∶0/16∶1(9z))、花生四烯酸的含量升高,而给药组中这4种化合物的含量下降,因此六味地黄丸可能通过调节这4种生物标记物的含量从而达到治疗庆大霉素诱导的急性肾损伤的目的。该研究为临床上六味地黄丸治疗肾损伤提供了理论依据。  相似文献   

14.
15.
Reverse-micelle forming amphiphilic homopolymers with carboxylic acid and quaternary amine substituents are used to selectively enrich biomarker peptides and protein fragments from human serum prior to matrix assisted laser desorption/ionization mass spectrometry (MALDI-MS) analysis. After depletion of human serum albumin (HSA) and immunoglobulin G (IgG), low abundance peptide biomarkers can be selectively enriched and detected by MALDI-MS at clinically relevant concentrations by using the appropriate homopolymer(s) and extraction pH value(s). Three breast cancer peptide biomarkers, bradykinin, C4a, and ITIH(4), were chosen to test this new approach, and detection limits of 0.5 ng mL(-1), 0.08 ng mL(-1), and 0.2 ng mL(-1), respectively, were obtained. In addition, the amphiphilic homopolymers were used to detect prostate specific antigen (PSA) at concentrations as low as 0.5 ng mL(-1) by targeting a surrogate peptide fragment of this protein biomarker. Selective enrichment and sensitive MS detection of low abundance peptide/protein biomarkers by these polymeric reverse micelles should be a sensitive and straightforward approach for biomarker screening in human serum.  相似文献   

16.
Cervical cancer, a potentially preventable disease, has its main aetiology in infection by high risk human papillomavirus (HR-HPV). Approaches to improving cervical cancer screening and diagnostic methodologies include molecular biological analysis, targeting of biomarker proteins, but also exploration and implementation of new techniques such as vibrational spectroscopy. This study correlates the biomarker protein p16(INK4A) expression levels dependent on HPV copy number with the infrared absorption spectral signatures of the cervical cancer cell lines, HPV negative C33A, HPV-16 positive SiHa and CaSki and HPV-18 positive HeLa. Confocal fluorescence microscopy demonstrated that p16(INK4A) is expressed in all investigated cell lines in both nuclear and cytoplasmic regions, although predominantly in the cytoplasm. Flow cytometry was used to quantify the p16(INK4A) expression levels and demonstrated a correlation, albeit nonlinear, between the reported number of integrated HPV copies and p16(INK4A) expression levels. CaSki cells were found to have the highest level of expression, HeLa intermediate levels, and SiHa and C33A the lowest levels. FTIR spectra revealed differences in nucleic acid, lipid and protein signatures between the cell lines with varying HPV copy number. Peak intensities exhibited increasing tendency in nucleic acid levels and decreasing tendency in lipid levels with increasing HPV copy number, and although they were found to be nonlinearly correlated with the HPV copy number, their dependence on p16(INK4A) levels was found to be close to linear. Principal Component Analysis (PCA) of the infrared absorption spectra revealed differences between nuclear and cytoplasmic spectroscopic signatures for all cell lines, and furthermore clearly differentiated the groups of spectra representing each cell line. Finally, Partial Least Squares (PLS) analysis was employed to construct a model which can predict the p16(INK4A) expression level based on a spectral fingerprint of a cell line, demonstrating the diagnostic potential of spectroscopic techniques.  相似文献   

17.
Recent advances suggest that abnormal fatty acid metabolism highly correlates with breast cancer, which provide clues to discover potential biomarkers of breast cancer. This study aims to identify serum free fatty acid (FFA) metabolic profiles and screen potential biomarkers for breast cancer diagnosis. Gas chromatography–mass spectrometry and our in-house fatty acid methyl ester standard substances library were combined to accurately identify FFA profiles in serum samples of breast cancer patients and breast adenosis patients (as controls). Potential biomarkers were screened by applying statistical analysis. A total of 18 FFAs were accurately identified in serum sample. Two groups of patients were correctly discriminated by the orthogonal partial least squares–discriminant analysis model based on FFA profiles. Seven FFA levels were significantly higher in serum from breast cancer patients than that in controls, and exhibited positive correlation with malignant degrees of disease. Furthermore, five candidates (palmitic acid, oleic acid, cis-8,11,14-eicosatrienoic acid, docosanoic acid and the ratio of oleic acid to stearic acid) were selected as potential serum biomarkers for differential diagnosis of breast cancer. Our study will help to reveal the metabolic signature of FFAs in breast cancer patients, and provides valuable information for facilitating clinical noninvasive diagnosis.  相似文献   

18.
复方丹参滴丸抗急性心肌梗死代谢组学研究   总被引:2,自引:0,他引:2  
采用左冠状动脉前降支结扎的方法,建立SD大鼠急性心肌梗死(Acute myocardial infarction, AMI)模型,使用超高效液相色谱-串联四极杆/飞行时间质谱(UPLC-QTOF/MS)代谢组学研究平台对大鼠血浆样本进行代谢轮廓分析,研究复方丹参滴丸对AMI大鼠心肌保护作用机制.经主成分分析和偏最小二乘法分析,筛选并鉴定出22种与AMI相关的差异代谢物,其中的8种能够被复方丹参滴丸显著调节,分别是硫酸对甲苯、马尿酸、雌马酚葡萄糖苷酸、溶血磷脂胆碱(16∶0)、胆酸、油酸酰胺、棕榈酰胺和鞘脂(d18∶1/16∶0).研究结果表明, 复方丹参滴丸可能是通过调节苯丙氨酸代谢、甘油磷脂代谢、脂肪酸代谢、胆汁酸代谢及鞘脂代谢通路,发挥抗AMI大鼠心肌损伤的作用.  相似文献   

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