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1.
运用色谱指纹图谱与化学计量学方法对灵芝进行分类   总被引:2,自引:0,他引:2  
张景丽  罗霞  郑林用  许小燕  叶利明 《色谱》2009,27(6):776-780
采用95%乙醇为提取溶剂,运用高效液相色谱(HPLC)指纹图谱技术与化学计量学方法,对11个不同灵芝菌株子实体进行分类。通过相似度分析分别获得提取样品指纹图谱的13个共有峰及每个样品之间的相似度;以相对共有峰面积为分析参数,运用化学计量学方法包括聚类分析(HCA)、主成分分析(PCA)及判别分析(DA)对其进行分类,结果分为紫芝、赤芝和美国大灵芝3类。实验结果表明,用化学计量学的方法对灵芝样品的指纹图谱数据进行分析,是一种可用于其分类的科学方法。  相似文献   

2.
张芙蓉 《分析测试学报》2012,31(11):1431-1435
以主成分分析法结合马氏距离法对天麻紫外光谱奇异样本进行剔除,剔除样本11个.将样本分为5/6的校正集和1/6的检验集,紫外光谱经过Savitzky-Golay(SG)平滑求导(窗口参数F=3~25之间的奇数,拟合次数N=2、3、4、5、6,共有162种SG平滑求导模式)后,利用SIMPLS建立天麻素的紫外光谱分析优化模型.按照预测效果进行优选,得到最优模型为2阶导数、窗口参数F=5、拟合次数N=4,最优相关系数r =0.9102和预测标准偏差SEP=0.3907 g/L.结果表明:紫外光谱法结合主成分分析、马氏距离法、Savitzky-Golay平滑求导和SIM偏最小二乘法,对预测天麻中的药用有效成分天麻素的含量具有很大的改进作用.  相似文献   

3.
建立高效液相指纹图谱进行外部质量控制,结合化学计量学探究内部质量影响因素,通过量值传递规律确定制备工艺稳定性,全面完善薏苡竹叶散(YZP)质量评价系统。利用《中药色谱指纹图谱相似度评价系统》(2012.130723版本)绘制15批YZP指纹图谱并评价相似度;选择Origin 2019b 64Bit进行聚类分析(CA),利用SIMCA 14.1进行主成分分析(PCA)和正交偏最小二乘判别分析(OPLS-DA),获得导致质量差异的主要成分;测定15批淡竹叶药材和YZP中荭草苷和异荭草苷的含量,探究样品制备过程中的量值传递规律。结果表明,15批YZP指纹图谱得到21个共有峰,指认了6种成分,分别为9号峰(异荭草苷)、10号峰(荭草苷)、13号峰(牡荆素)、14号峰(异牡荆素)、15号峰(连翘酯苷A)和20号峰(连翘苷),相似度在0.956~0.995之间,符合相关规定;CA结果显示,15批YZP被分为两类,PCA共得到3个主成分,累计贡献率82.4%,OPLS-DA得出10个贡献率较大成分,包括已指认出的9号峰(异荭草苷)、13号峰(牡荆素)和20号峰(连翘苷),有利于进一步质量评价;15批...  相似文献   

4.
采用近红外漫反射光谱法对头孢氨苄粉末药品中主要成分头孢氨苄进行快速、无损定量分析.采用偏最小二乘法建立近红外光谱信息与待测组分含量间的最佳数学校正模型.对3种光谱(SNV光谱、一阶导数、二阶导光谱)的预测结果进行了比较,讨论了光谱的预处理方法和主成分数对偏最小二乘法定量预测能力的影响,并对预测集样品进行预测.  相似文献   

5.
为了填补直液式走珠笔墨迹种类区分的空白,试验对市面上常见的29种直液式走珠笔墨迹样品进行了400~1 000nm光谱区间的超光谱成像,将得到的光谱数据进行简单的平滑预处理后,按照其光谱走势进行了初步的鉴别分类,采用SPSS.25分析软件中的沃尔德系统聚类分析法进一步分类,并采用主成分分析法评价了聚类分析的分类结果。试验结果表明:按照650~1 000nm光谱区间曲线上升趋势的差异,可将29个墨迹样品分为第Ⅰ大类和第Ⅱ大类,根据系统聚类分析的树状图和按集中计划表绘制的散点图能够进一步将这29种墨迹样品分为8小类,利用主成分分析法分别提取Ⅰ、Ⅱ大类光谱数据中7个和4个主成分,其中,前两个主成分累计方差贡献率分别达到了87%,97%,用其绘制主成分得分图,结果显示8个小类中的样品均能聚在一起,表明系统聚类效果良好。  相似文献   

6.
为快速、无损地区分不同活力的咖啡种子,采用自行研制的表面解吸常压化学电离质谱(DAPCI-MS),在无需样品预处理的前提下,获得咖啡种子表面的化学指纹图谱,并分别进行了主成分分析(PCA)、聚类分析(CA)和判别分析(DA),获得不同活力的咖啡种子样品的质谱信息特征.结果表明,在正离子模式下,DAPCI-MS结合多变量分析方法能有效区分不同活力的咖啡种子.PCA提取了3个主成分,累计贡献率达到92.2%;CA可以将相同活力的咖啡种子聚在一起,准确率为100%;DA对训练样本的回判正确率为100%,交叉验证分析成功率为100%,对外部验证样本进行DA,正确率95.7%.本方法具有无需样品预处理,分析速度快,灵敏度高,对种子无损伤等优点,能为其它种子活力测定提供参考.  相似文献   

7.
本文采用t检验法评价中药色谱指纹图谱的相似度。利用来自六个不同厂家的三黄片样品的高效液相色谱指纹图谱数据来验证t检验法的适用性,并用主成分分析(PCA)进一步验证方法的可行性。在PCA的聚类图上,t检验无显著性差异的样品聚为一类,t检验有显著性差异的样品各为一类。结果表明:用t检验法能客观地反映中药样品间的相似性和差异性。  相似文献   

8.
利用衰减全反射附件直接采集猪皮革、牛皮革和羊皮革等3种天然皮革的红外光谱图,分析了皮革氨基酸结构中主要基团的红外吸收峰的特点和位置。对光谱数据预处理后选择合适的光谱区域进行主成分分析,首先构筑主成分得分空间对样品直接进行判别,发现由于牛皮革样品和羊皮革样品的红外光谱图极为相似,它们的主成分得分空间区域大部分重叠在一起。然后以猪皮革、牛皮革和羊皮革等3种天然皮革样品作为3类组分,采用主成分回归方法建立相应的判别模型,3类组分的模型预测相关系数为0.965~0.990,均方差均不大于0.122,预测均方差均不大于0.213,模型具有较好的稳定性。利用检测集样品对模型进行验证,根据各组分的预测值可以快速方便地对3种皮革样品进行识别。  相似文献   

9.
为了对卷烟牌号进行准确分类鉴别,提出了一种基于近红外光谱(NIRS)分析技术结合有监督的模式识别快速鉴别卷烟牌号的新方法。利用标准正态变量变换(SNV)、多元散射校正(MSC)、一阶导数(FD)、二阶导数(SD)和Savitzky-Golay平滑(SG)及其相结合的光谱预处理方法对烟丝光谱进行预处理,通过近红外光谱结合主成分分析(PCA)、偏最小二乘判别分析(PLS-DA)和正交偏最小二乘判别分析(OPLS-DA) 3种模式识别方法对不同牌号烟丝进行分类识别研究,并采用分类识别正确率作为评价指标。实验结果表明:(1)烟丝近红外光谱主成分得分图交叉重叠,区分不明显,PCA无法识别出5种牌号的成品烟丝;(2)烟丝光谱经MSC+FD预处理后的PLS-DA模型可得到较好的识别效果,校正集和测试集的分类识别正确率分别为100%和98.3%;(3)烟丝光谱经MSC+SD预处理后的OPLS-DA模型的模式识别效果最好,模型对自变量拟合指数(R2X),因变量的拟合指数(R2Y)和模型预测指数(Q2)分别为0.485、0.907 和0.748,近红外光谱校正集和测试集的分类识别正确率均为100%。说明近红外光谱技术结合有监督模式识别方法OPLS-DA建立的烟丝牌号分类模型具有高效快速、准确无损的优点,为卷烟烟丝分类提供了一种新的快速鉴别方法。  相似文献   

10.
采用LIBS技术与火焰原子吸收法(AAS),获取23个浓度梯度的含Pb元素脐橙样品的LIBS光谱及Pb元素真实浓度信息,再对LIBS谱线信息进行数据预处理,建立PLS定量分析模型。当采用9点平滑结合SNV作为预处理方法时,PLS模型最佳,其校正集相关系数(R_t)、交叉验证均方根误(RMSECV)、预测集相关系数(R_p)、预测均方根误差(RMSEP)分别为0.9633,1.56,0.9542和2.58,脐橙中Pb元素预测结果的平均相对误差为6.9%。与小组前期对脐橙中Pb元素单变量和多元定标法相比,LIBS结合PLS建模时提高对脐橙微量重金属检测的准确性。  相似文献   

11.
用溶胶-凝胶法以磷钼酸(MPA)的镍盐溶液水解钛酸四丁酯制备了NiPMo/TiO2催化剂.使用ICP、 XRD、 TG-DTA、 IR、 TPD-MS和微反应技术研究了催化剂的化学组成、热稳定性、化学吸附性质和催化反应性能.杂多钼酸盐与TiO2通过O2-在TiO2表面发生了键合.在623 K下,杂多阴离子仍保持原有的Keggin结构.CO2在Lewis酸位Ni(Ⅱ)和Lewis碱位Ni-O-Mo的桥氧协同作用下生成CO2卧式吸附态Ni(Ⅱ)←O-(CO)←(O--Ni).丙烯有多种吸附态在催化剂上吸附.在563 K、 1 MPa和空速1500 h-1的反应条件下,丙烯的摩尔转化率为3.2%,产物MAA选择性为95%.  相似文献   

12.
Different approaches for the synthesis of 1-benzyloxypyrazin-2(1H)-one derivatives from simple amino acids have been investigated. A library of 33 precursors for the preparation of N-hydroxy pyrazinones was obtained in moderate to good yields.  相似文献   

13.
In the context of the preparation of camptothecin and luotonin A analogs, the synthesis of some key keto-precursors and their use in Friedländer condensation are described. This paper also focuses on the stability of these keto intermediates and emphasizes the major differences between indolizinones and pyrroloquinazolinones series. Noteworthy is also the report of some original structures isolated as by-products of some experiments.  相似文献   

14.
The Langevin paramagnetic theory can’t describe the relation between magnetization of ferrofluids and applied magnetic field. The structuralization of ferrofluids, which is considered the main influence factor of the magnetization, is regarded. The part of magnetization works is deposited when the structure is forming. This action influences the magnetization of ferrofluids directly or indirectly. On the base of the “compressing” model, the Langevin function that usually describes the magnetization of ferrofluid is modified, and a well-fitted curve is obtained. An equation of the relation between the equivalent volume fraction after being “compressed” and the intensity of magnetic field is discovered, which approximately describes the process of magnetization. The relation between the approximate initial susceptibility and the volume fraction can be obtained from modified formula.  相似文献   

15.
The highly regioselective Buchwald–Hartwig amination at C-2 of the cheap and readily accessible reagent, 2,4-dichloropyridine with a range of anilines and heterocyclic amines is described. This new methodology is robust and provides a facile access to 4-chloro-N-phenylpyridin-2-amines on 0.25 mol scale. These intermediates undergo a further Buchwald–Hartwig amination at higher temperature to enable rapid exploration of the chemical space at C-4 and to provide a library of 2,4-bisaminopyridines.  相似文献   

16.
KMnO4-mediated oxidative CN bond cleavage of tertiary amines producing secondary amine was introduced, which was trapped by electrophiles (acyl chloride and sulfonyl chloride) to form amides and sulfonamides. The reaction could take place at mild condition, tolerating a wide range of function groups and affording products in moderate to excellent yields.  相似文献   

17.
The review contains a concise historical account and information on the most significant researches undertaken by the staff at the A. E. Favorsky Irkutsk Institute of Chemistry, Siberian Branch of the Russian Academy of Sciences on the Chemistry of Heterocyclic Compounds. Dedicated to Academician of the Russian Academy of Sciences B. A. Trofimov on his 70th jubilee. Translated from Khimiya Geterotsiklicheskikh Soedinenii, No. 10, pp. 1443–1502, October, 2008.  相似文献   

18.
A general synthesis of previously unknown semicarbazone-based α-amidoalkylating reagents, 4-(tosylmethyl)semicarbazones, has been developed. The synthesis involved three-component condensation of semicarbazones of aliphatic or aromatic aldehydes with the same or other aldehydes and p-toluenesulfinic acid. The scope and limitations of this reaction were investigated. The compounds obtained were demonstrated to be an efficient α-(4-semicarbazono)alkylating agents. They were reacted with H- (sodium borohydride), O- (sodium methylate), S- (sodium phenylthiolate), N- (pyrrolidine, sodium succinimide), P- (trialkyl phosphites), and C-nucleophiles (sodium diethyl malonate) to give the corresponding products of the tosyl group substitution, 4-substituted semicarbazones, including analogues of nitrofurazone. Among the prepared compounds tested in vitro for antibacterial and antifungal activity, three nitrofuryl-containing semicarbazones exhibited high biological activities with minimum inhibitory concentration (MIC) values of 8–32 μg/mL.  相似文献   

19.
Zhanhui Yang  Shiyi Yang  Jiaxi Xu 《Tetrahedron》2017,73(23):3240-3248
Regiospecific and direct imidation of the methyl C(sp3)–H bond of thioanisoles is realized under mild and metal-free conditions with N-fluorobis(benzenesulfonyl)imide as an oxidant and nitrogen source. Proposed mechanism suggests that thionium ion intermediates and a Pummerer-type reaction are involved. The imidation has advantages such as high step-economy, excellent functionality tolerance, and regiospecificity, giving structurally diverse imidation products.  相似文献   

20.
A small library of new chiral bidentate hydroxyalkyl-imidazolium salts 1 is conveniently synthesized on multi-gram scale from inexpensive and commercially available chiral pool amino acids. The corresponding carbenes, generated by deprotonation of imidazolium salts 1, in combination with palladium(II) chloride were tested in the Mizoroki–Heck coupling reaction. The most significant results in terms of yields and reactivities were achieved with low catalyst loading. The catalytic activities of these imidazolium salts were also investigated in the asymmetric addition of diethylzinc to benzaldehyde. The use of MgO nanoparticles as an additive in conjunction with these ligands played a crucial role in increasing the efficiency of these reactions.  相似文献   

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