题名基于LC-MS的水溶性代谢产物定性定量方法开发与应用
作者崔家涛
学位类别硕士
答辩日期2012-11
授予单位中国科学院研究生院
授予地点北京
导师崔球 研究员
关键词LC-MS 同位素稀释质谱法 水溶性代谢产物 热纤梭菌 乙醇耐受性
学位专业生物工程
中文摘要高灵敏度、高准确度的代谢物定性定量分析是代谢物组学研究的核心内容。本论文以高灵敏度和高选择性的UPLC-MS为分析平台针对55种水溶性中心代谢物(20种常见氨基酸、16种非氨基有机酸(主要来自TCA循环)、9种辅因子和10种糖)进行定性定量方法开发,取得以下结果       首先,选取三种分离模式(反相、亲水相互作用、离子交换)下的五款色谱柱进行色谱条件优化。以良好的保留和峰形、无严重的峰拖尾、高的色谱峰容量以及同分异构体的基线分离为优化目标。结果表明20种氨基酸在反相分离模式下的HSS T3色谱柱上取得最佳的分离度和峰形。非氨基有机酸、辅因子及糖类代谢物在HILIC模式下的BEH Amide色谱柱上取得相对更好的分离度和峰形。辅因子的分离使用中性流动相条件,从而避免了该类代谢物在酸性或碱性条件下因不稳定而产生的分解。同时,针对每种代谢物优化各自的质谱MRM检测参数。最终基于优化的色谱条件及MRM参数构建了稳定的LC-MS/MS的定性分离方法。       其次,在定性分离的基础上,利用13C标记的葡糖糖为唯一碳源的M9培养基培养大肠杆菌,并从菌体内提取同位素标记代谢物做为内标,开发了基于同位素稀释质谱法的定量方法。对建立的定性定量方法从线性、灵敏度及精密度等方面进行评价,结果表明对所有检测到的代谢物均能获得良好的线性、灵敏度和精密度。线性方面:根据不同的代谢物,线性范围分别为5~10000 ng/mL10种氨基酸)、10~10000 ng/mL9种氨基酸)和100~10000 ng/mL9种辅因子、7种非氨基有机酸和色氨酸)。对所有检测到的代谢物,线性相关系数0.9905R20.9983,线性回归标准误0.0393SE0.742。灵敏度方面:检测限和定量限的分布范围分别是0.8~15.5 ng/mL2.7~49.9 ng/mL。精密度方面:日内、日间标准偏差范围分别是0.9%~8.6%1.2%~8.9%,保留时间标准偏差对100针进样而言均不超过0.12%      最后,将开发的定性定量方法用于热纤梭菌野生型和乙醇耐受型菌株在有/无乙醇胁迫培养条件下胞内代谢物的定性定量分析,共定性定量34种中心代谢产物。对定量结果做了进一步的多元统计(PCAPLS-DA)分析,结果表明野生型菌株和乙醇耐受型菌株在三种培养条件下有显著的代谢物水平差异,预示它们有着不同的代谢模式,为从代谢物组学水平探讨其乙醇耐受性提供了数据基础。
英文摘要

High sensitive and accurate qualification and quantitation of intracellular metabolites is the core content of metabolomics research. This dissertation presents herein a highly selective and sensitive ultra-high pressure liquid chromatography-mass spectrometry (UPLC–MS) method for the reliable measurement of 55 water-soluble intracellular metabolites, including 20 amino acids, 16 non amino organic acids mainly from TCA (tricarboxylic acid) cycle, 9 cofactors and 10 sugars. The obtaining results are as follows:

       Firstly, the chromatographic conditions of RPLC (reversed-phase liquid chromatography), HILIC (hydrophilic interaction liquid chromatography) and ion exchange modes were investigated and five columns were chosen for the optimization. Satisfactory retention and peak shape, no excessive peak tailing, increased peak capacity and baseline separation of isobaric compounds were considered as optimization objectives. The results indicated that ACQUITY UPLC® HSS T3 column operated under RPLC mode generated the best chromatographic resolution and peak shapes for 20 amino acids, while better chromatographic resolution and peak shapes for non amino organic acids, cofactors and sugars were obtained on the ACQUITY UPLC® BEH Amide column operated in HILIC mode. Nine cofactors were separated under neutral conditions, which avoid the disruption of unstable compounds considering some of them were unstable under alkaline or acidic conditions. At the same time, MRM (multiple reaction monitoring) parameters of each metabolite were optimized. The final stable LC-MS/MS (liquid chromatography-tandem mass spectrometry) method for qualitative separation is constructed based on the optimization of the chromatographic conditions and MRM parameters.

       Secondly, on the basis of the qualitative separation method, further quantitative method based on isotope dilution mass spectrometry was developed. 13C-labeled analogs of the metabolites used as internal standards were extracted from Escherichia coli which were grown in M9 minimal media with uniformly 13C-labeled glucose as the sole carbon source. The whole qualitative and quantitative method was validated with regard to linearity, sensitivity and precision. The results showed that all the detected metabolites obtained a good linearity, sensitivity and precision. The linear range was 5-10000 ng/mL (10 kinds of amino acids), 10-10000 ng/mL (9 kinds of amino acids) or 100-10000 ng/mL (9 kinds of cofactors, 7 kinds of non amino organic acids and tryptophan), depending on the target metabolites. For all detected metabolites, the linear correlation coefficients (R2) are from 0.9905 to 0.9983 and standard errors (SE) are from 0.0393 to 0.742. The value of LODs (limits of detection) and LOQs (limits of quantification) for all metabolites were 0.8-15.5 ng/mL and 2.7-49.9 ng/mL, respectively. The relative standard deviation (RSD) of intra-day and inter-day are in the range of 0.9%-8.6% and 1.2%-8.9%, respectively. The RSD of the retention time was in all cases below 0.12% for 100 consecutive injections.

       Finally, this UPLC-MS/MS (ultra-high pressure liquid chromatography-tandem mass spectrometry) method was applied to the quantitative analysis of intracellular metabolites extracted from wild-type and ethanol-adapted strains of Clostridium thermocellum cultivated with/without ethanol stress, and the results showed 34 different metabolites could be well-separated and quantitated. Further multivariate data analyses (PCA (principal component analysis), PLS-DA (partial least squares discriminant analysis)) were carried out using the quantitative data, the results showed significant metabolic differences between wild-type and ethanol-adapted strains cultured under three different conditions, which would provide in-depth information for illuminating the metabolic mechanism behind ethanol adaptation in C. thermocellum.

语种中文
学科主题代谢物组学
公开日期2012-12-12
内容类型学位论文
源URL[http://ir.qibebt.ac.cn:8080/handle/337004/1435]  
专题青岛生物能源与过程研究所_代谢物组学团队
推荐引用方式
GB/T 7714
崔家涛. 基于LC-MS的水溶性代谢产物定性定量方法开发与应用[D]. 北京. 中国科学院研究生院. 2012.
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