Cowpea (Vigna unguiculata L. Walp) is a multi-purpose legume with high quality protein for human consumption and livestock. The objective of this work was to develop near-infrared spectroscopy (NIRS) prediction models...Cowpea (Vigna unguiculata L. Walp) is a multi-purpose legume with high quality protein for human consumption and livestock. The objective of this work was to develop near-infrared spectroscopy (NIRS) prediction models to estimate protein content in cowpea. A total of 116 cowpea breeding lines with a wide range of protein contents (19.28 % to 32.04%) were selected to build the model using whole seed and ground seed samples. Partial least-squares discriminant analysis (PLS-DA) regression technique with different pre-treatments (derivatives, standard normal variate, and multiplicative scatter correction) were carried out to develop the protein prediction model. Results showed: 1) spectral plots of both the whole seed and ground seed showed higher spectral scatter at higher wavelengths (>1450 nm), 2) data pre-processing affects prediction accuracy for bot whole seed and ground seed samples, 3) prediction using ground seed samples (0.64 R<sup>2</sup> 0.85) is better than the whole seed (0.33 R<sup>2</sup> 0.78), and 4) the data pre-processing second derivative with standard normal variate has the best prediction (R<sup>2</sup>_whole seed = 0.78, R<sup>2</sup>_ground seed = 0.85). The results will be of interest in cowpea breeding programs aimed at improving total seed protein content.展开更多
A型流感病毒NS1蛋白羧基端4个氨基酸可以与PDZ结构域(the domain of PSD95,Dig and ZO-1)相结合,称为PL结构域(PDZ ligand domain).对不同亚型或毒株的流感病毒而言,其NS1蛋白PL结构域的组成存在比较大的差异.有研究发现这种差异能够影...A型流感病毒NS1蛋白羧基端4个氨基酸可以与PDZ结构域(the domain of PSD95,Dig and ZO-1)相结合,称为PL结构域(PDZ ligand domain).对不同亚型或毒株的流感病毒而言,其NS1蛋白PL结构域的组成存在比较大的差异.有研究发现这种差异能够影响NS1与宿主细胞蛋白的相互作用进而影响病毒的致病力.为进一步探讨PL结构域对NS1蛋白生物学特性的影响,首先构建出4种不同亚型流感病毒(H1N1、H3N2、H5N1、H9N2)来源的NS1绿色荧光蛋白表达质粒.在此基础上,对野生型H3N2病毒NS1表达质粒进行人工改造,将其PL结构域缺失或者替换为其他亚型流感病毒的PL结构域,制备出4种重组NS1蛋白表达质粒.通过比较上述不同NS1蛋白在HeLa细胞中的定位情况发现,只有野生型H3N2病毒的NS1蛋白可以定位于核仁当中,而野生型H1N1、H5N1、H9N2病毒的NS1蛋白以及PL结构域缺失或替代的H3N2病毒NS1蛋白都不能定位于核仁.而通过比较上述NS1蛋白在流感病毒易感的MDCK细胞中的定位,进一步发现所有这些蛋白均不定位于核仁.上述结果表明:PL结构域的不同可以明显影响NS1蛋白在HeLa细胞核内的定位和分布,这有可能造成其生物学功能的差异.同时,NS1蛋白在细胞核内的定位还与宿主细胞的来源有着密切关系.展开更多
文摘Cowpea (Vigna unguiculata L. Walp) is a multi-purpose legume with high quality protein for human consumption and livestock. The objective of this work was to develop near-infrared spectroscopy (NIRS) prediction models to estimate protein content in cowpea. A total of 116 cowpea breeding lines with a wide range of protein contents (19.28 % to 32.04%) were selected to build the model using whole seed and ground seed samples. Partial least-squares discriminant analysis (PLS-DA) regression technique with different pre-treatments (derivatives, standard normal variate, and multiplicative scatter correction) were carried out to develop the protein prediction model. Results showed: 1) spectral plots of both the whole seed and ground seed showed higher spectral scatter at higher wavelengths (>1450 nm), 2) data pre-processing affects prediction accuracy for bot whole seed and ground seed samples, 3) prediction using ground seed samples (0.64 R<sup>2</sup> 0.85) is better than the whole seed (0.33 R<sup>2</sup> 0.78), and 4) the data pre-processing second derivative with standard normal variate has the best prediction (R<sup>2</sup>_whole seed = 0.78, R<sup>2</sup>_ground seed = 0.85). The results will be of interest in cowpea breeding programs aimed at improving total seed protein content.
文摘A型流感病毒NS1蛋白羧基端4个氨基酸可以与PDZ结构域(the domain of PSD95,Dig and ZO-1)相结合,称为PL结构域(PDZ ligand domain).对不同亚型或毒株的流感病毒而言,其NS1蛋白PL结构域的组成存在比较大的差异.有研究发现这种差异能够影响NS1与宿主细胞蛋白的相互作用进而影响病毒的致病力.为进一步探讨PL结构域对NS1蛋白生物学特性的影响,首先构建出4种不同亚型流感病毒(H1N1、H3N2、H5N1、H9N2)来源的NS1绿色荧光蛋白表达质粒.在此基础上,对野生型H3N2病毒NS1表达质粒进行人工改造,将其PL结构域缺失或者替换为其他亚型流感病毒的PL结构域,制备出4种重组NS1蛋白表达质粒.通过比较上述不同NS1蛋白在HeLa细胞中的定位情况发现,只有野生型H3N2病毒的NS1蛋白可以定位于核仁当中,而野生型H1N1、H5N1、H9N2病毒的NS1蛋白以及PL结构域缺失或替代的H3N2病毒NS1蛋白都不能定位于核仁.而通过比较上述NS1蛋白在流感病毒易感的MDCK细胞中的定位,进一步发现所有这些蛋白均不定位于核仁.上述结果表明:PL结构域的不同可以明显影响NS1蛋白在HeLa细胞核内的定位和分布,这有可能造成其生物学功能的差异.同时,NS1蛋白在细胞核内的定位还与宿主细胞的来源有着密切关系.
