Factor Analysis and Synthetic Evaluation of the Main Qualities of Vegetable Sweetpotato Advanced Selections
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摘要: 菜用甘薯是一种新型蔬菜用甘薯品种，具有重要的营养保健功效。菜用甘薯的品质分析与评价是其品种选育和综合利用过程中的重要环节。本研究的目的是建立一种高效适合的菜用甘薯品质评价方法，探讨影响品质综合评价的重要影响因子，为优质菜用甘薯的选育和综合利用提供依据。本研究测定了11份菜用甘薯新品系的8项指标，通过因子分析的方法筛选影响菜用甘薯品质的关键因子，然后利用筛选出的因子综合评价菜用甘薯的品质特征。结果表明，11份菜用甘薯新品系共提取了3个公因子，前3个公因子累计贡献率达76.671%，其中影响菜用品质的关键因子依次为：蛋白质、总膳食纤维和食味组成的公因子1；灰分、总黄酮和总酚组成的公因子2；可溶性糖组成的公因子3。二维排序图共筛选出6个综合性状表现优良的品系，分别为：EC04、EC05、EC06、EC08、EC12和EC13，这些品系可以用于进一步的品种选育。Abstract: Vegetable sweetpotato is a new vegetable using sweetpotato varieties with great nutrition and health promoting values. Quality analysis and evaluation of vegetable sweetpotato play an important part in its breeding and comprehensive utilization. This study aimed to build an efficient and suitable method for vegetable sweetpotato quality evaluation and identify key factors for comprehensive properties that will improve breeding and utilization. In this study, 8 characters of 11 advanced selections were measured and the key factors affecting vegetative quality were extracted using factor analysis, with the properties of these advanced selections for vegetable sweetpotato then evaluated using the extracted factors. Results showed that the first three extracted factors accounted for 76.671% of total variation. The primary factor consisted of protein, total dietary fiber and taste; the second factor consisted of ash content, total flavonoid and total phenol; and the third factor consisted of soluble sugar. Six selections with good performance were determined with scatter plots, with EC04, EC05, EC06, EC08, EC12 and EC13 possibly considered as candidate selections.
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Keywords:
- Vegetable sweetpotato /
- Qualities /
- Factor analysis /
- Synthetic evaluation
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[1] 马代夫, 李强, 曹清河, 钮福祥, 谢逸萍, 唐君, 李洪民. 中国甘薯产业及产业技术的发展与展望[J]. 江苏农业学报, 2012, 28(5):969-973. Ma DF, Li Q, Cao QH, Niu FX, Xie YP, Tang J, Li HM. Development and prospect of sweetpotato industry and its technologies in China[J]. Jiangsu Journal of Agricultural Sciences, 2012, 28(5):969-973.
[2] 郭小丁, 张允刚, 史新敏. 菜用型甘薯嫩梢的开发利用[J]. 中国蔬菜, 2001,1(4):40-41. Guo XD, Zhang YG, Shi XM. Utilization of sweetpotato stem tip for vegetable[J]. China Vegetables, 2001, 1(4):40-41.
[3] 唐忠厚, 魏猛, 陈晓光, 史新敏, 张爱君, 李洪民, 丁艳锋. 不同肉色甘薯块根主要营养品质特征与综合评价[J]. 中国农业科学, 2014, 47(9):1705-1714. Tang ZH, Wei M, Chen XG, Shi XM,Zhang AJ, Li HM, Ding YF. Characters and comprehensive evaluation of nutrient quality of sweetpotato storage root with different flesh colors[J]. Scientia Agricultura Sinica, 2014, 47(9):1705-1714.
[4] 赵波, 张青, 张晓宇, 倪资园, 谢皓, 陈学珍. 茎尖菜用甘薯品种产量及品质分析[J]. 北京农学院学报, 2011, 26(1):1-3. Zhao B, Zhang Q, Zhang XY, Ni ZY, Xie H, Chen XZ. Analysis on yield and quality traits of stem tips in sweetpotato(Ipomoea batatas) used for vegetable[J]. Journal of Beijing University of Agriculture, 2011, 26(1):1-3.
[5] 陶爱芬, 祁建民, 林培青, 方平平, 吴建梅, 林荔辉. 红麻优异种质产量和品质性状主成分聚类分析和综合评价[J]. 中国农业科学, 2008, 41(9):2859-2867. Tao AF, Qi JM, Lin PQ, Wan PP, Wu JM, Lin JH. Cluster analysis and evaluation of elite kanaf germplasm based on principal components[J]. Scientia Agricultural Sinica, 2008, 41(9):2859-2867.
[6] 韩勇, 叶燕萍, 陈发槺, 房伟民, 陈素梅, 姚建军, 管志勇, 王春昕. 多头切花菊品质性状综合评价体系构建[J]. 中国农业科学, 2011, 44(20):4265-4271. Han Y, Ye YP, Chen FD, Fang WM, Chen SM, Yao JJ, Guan ZY, Wang CX. Establishment of synthetic assessing system for the quality of spray cut chrysanthemum[J]. Scientia Agricultural Sinica, 2011, 44(20):4265-4271.
[7] 鲍江峰, 夏仁学, 邓秀新, 彭抒昂, 刘永忠, 马湘涛, 张红艳. 用主成分分析法选择纽荷尔脐橙品质的评价因素[J]. 华中农业大学学报, 2004, 23(6):663-666. Bao JF, Xia RX, D XX, Peng SA, Liu YZ, Ma XT, Zhang HY. The quality evaluation factors selection of Newhall orange by the principal component analysis[J]. Journal of Huazhong Agricultural University, 2004, 23(6):663-666.
[8] Pestana M, Beja P, Correia PJ, Varennes AD, Faria EA. Relationships between nutrient composition of flowers and fruit quality in orange trees grown in calcareous soil[J]. Tree Physiol, 2005, 25(6):761-767.
[9] Chaib J, Devaux MF, Grotte MG, Karine R, Causse M, Lahaye M, Marty JI. Physiological relationships among physical, sensory, and morphological attributes of texture in tomato fruits[J]. J Exp Bot, 2007, 58(6):1915-1925.
[10] 杜连起, 赵永光, 李润丰. 甘薯茎尖营养成分分析及评价[J]. 中国农学通报, 2006, 6(22):99. Du LQ, Zhao YG, Li Rf. Analysis and evaluation on the nutritional components in stem apex of sweetpotato[J]. Chinese Agricultural Science Bulletin, 2006, 6(22):99.
[11] Swisher LL, Beckstead JW, Bebeau MJ. Factor analysis as a tool for survey analysis using a professional role orientation inventory as an example[J]. Phys Ther, 2004, 84(9):784-799.
[12] 马庆华, 李永红, 梁丽松, 李琴, 王海, 许元峰, 孙玉波, 王贵禧. 冬枣优良单株果实品质的因子分析与综合评价[J]. 中国农业科学, 2010, 43(12):2491-2499. Ma QH, Li YH, Liang LS, Li Q, Wang H, Xu YF, Sun YB, Wang GX. Factor analysis and synthetical evaluation of the fruit quality of Dongzao (Ziziphus jujuba Mill.‘Dongzao’) advanced selections[J]. Scientia Agricultura Sinica, 2010, 43(12):2491-2499.
[13] 樊保国, 李登科. 制干枣品种品质性状的因子分析与综合评价[J]. 植物遗传资源学报, 2011, 12(5):716-720. Fan BG, Li DK. Factor analysis and comprehensive assessment on quality characters of dry-jujuba cultivars[J]. Journal of Plant Genetic Resources, 2011, 12(5):716-720.
[14] 骆凯, 狄红艳, 张吉宇, 王彦荣, 李治钱. 19份草木樨种质农艺学与品质性状初步评价[J]. 草业科学, 2014, 31(11):2125-2134. Luo K, Di HY, Zhang YJ, Wang YR, Li ZQ. Preliminary evaluation of agronomy and quality traits of nineteen melilotous accessions[J]. Pratacultural Sciences, 2014, 31(11):2125-2134.
[15] 胡建斌, 马肖静, 李琼. 薄皮甜瓜表型性状的主成分分析[J]. 江西农业学报, 2010, 22(12):30-33. Hu JB, Ma XJ, Li Q. Principal component analysis of phenotypic characters in thin peel melon[J]. Acta Agriculturae Jiangxi, 2010, 22(12):30-33.
[16] 郭小丁, 李玉侠, 张允刚. 甘薯茎尖菜用品种资源筛选[J]. 江苏农业科学, 1999(1):25-26. Guo XD, Li YX, Zhang YG. Selection of sweetpotato stem tip variety resources for vegetable[J]. Jiangsu Agricultu-ral Sciences, 1999(1):25-26.
[17] 卢建新, 吕美琴. 甘薯茎叶菜用及栽培技术[J]. 杂粮作物, 2000, 20(4):44-45. Lu JX, Lv MQ. Vegetable stem leaf of sweetpotato and cultivation techniques[J]. Rain Fed Crops, 2000, 20(4):44-45.
[18] 中国国家标准化管理委员会.中华人民共和国国家标准:食品中灰分的测定:GB/T 5009.4-2010[S]. 北京:中国标准出版社,2010. China National Standardizing Committee. The People's Republic of China National Standard:Determination of Ash in Foods:GB/T 5009.4-2010[S]. Beijing:Stan-dards Press of China,2010. [19] 中国国家标准化管理委员会.中华人民共和国国家标准:食品中蛋白质的测定:GB/T 5009.5-2010[S]. 北京:中国标准出版社,2010. China National Standardizing Committee. The People's Republic of China National Standard:Determination of Protein in Foods:GB/T 5009.5-2010[S]. Beijing:Stan-dards Press of China,2010. [20] 中国国家标准化管理委员会.中华人民共和国国家标准:食品中膳食纤维的测定:GB/T 5009.88-2008[S]. 北京:中国标准出版社,2008. China National Standardizing Committee. The People's Republic of China National Standard:Determination of Dietary Fiber in Foods:GB/T 5009.88-2008[S]. Beijing:Standards Press of China,2008. [21] 文赤夫, 董爱文, 李国章, 雷姝, 雷勇. 蒽酮比色法测定紫花地丁中总糖及还原糖含量. 现代食品科技[J], 2005, 21(3):122-123. Wen CF, Dong AW, Li GZ, Lei S, Lei Y. Determination of total sugar and reducing sugar in viola philippicassp munda W. Becker by anthrone colorimetry[J]. Modern Food Science and Technology, 2005, 21(3):122-123.
[22] 董施彬, 宁亚萍, 杨喆, 张乔会, 董洁琼, 王丰俊, 王建中. 藜麦总黄酮提取及大孔树脂纯化工艺的研究[J]. 食品工业科技, 2015, 36(16):272-278. Dong SB, Ning YP, Yang Z, Zhang QH, Dong JQ, Wang FJ, Wang JZ. Study on extraction process of quinoa total flavonoids and purification process of macroporous resin[J]. Science and Technology of Food Industry, 2015, 36(16):272-278.
[23] 邱涛涛, 王华, 毛世红. 石榴叶总酚测定及提取工艺研究[J]. 食品科学, 2009, 30(10):131-134. Qiu TT, Wang H, Mao SH. Study on determination and extraction of total polyphenols from leaves of Punica granatum L.[J]. Food Science, 2009, 30(10):131-134.
[24] Kurtanjek Z, Horvat, Magdic D, Drezner G. Factor analysis and modelling for rapid quality assessment of Croatian wheat cultivars with different gluten characteristics[J]. Food Technol Biotechnol, 2008, 46:270-277.
[25] 靳志飞, 杨家全, 陈红, 安华明. 八个贵州地方桃品种果实酸甜风味品质分析[J]. 植物科学学报, 2015, 33(1):90-97. Jin ZF, Yang JQ, Chen H, An HM. Analysis of sweet and sour flavor in eight local peach cultivars from Guizhou and evaluation of their flavour quality[J]. Plant Science Journal, 2015, 33(1):90-97.
[26] 曹媛媛. 甘薯膳食纤维的制备及其物化特性的研究[D]. 新疆:新疆农业大学, 2007:2. Cao YY. Study on preparation and physicochemical properties of dietary fiber of sweetpotato[D]. Xinjiang:Xinjiang Agricultural University, 2007:2.
[27] 聂小林, 孙伟, 徐春祥. 食品灰分两种测定方法适用性的研究[J]. 食品安全质量检测学报, 2014, 5(3):925-928. Nie XL, Sun W, Xu CX. The application of two methods for ash determination in food[J]. Journal of Food Safety and Quality, 2014, 5(3):925-928.
[28] 李林静. 南方主要甘薯品种的品质特性研究[D]. 长沙:中南大学隆平分院, 2014:7. Li LJ. Study on quality characteristics of common sweetpotato in the south of China[D]. Changsha:Central South University, Longpin Branch, 2014:7.
[29] 梁媛媛, 傅玉凡, 孙富年, 冷晋川, 张启堂. 甘薯块根可溶性糖含量在生长期间的变化研究[J]. 西南大学学报:自然科学版, 2009, 31(6):20-25. Liang YY, Fu YF, Sun FN, Leng JC, Zhang QT. Variations in soluble sugar content in the storage root of sweetpotato during its development[J]. Jounal of Southwest University:Natural Science Edition, 2009, 31(6):20-25.
[30] 赵海涛, 李晓峰, 李航, 徐睿忞. 可溶性糖在高等植物代谢调节中的生理作用[J]. 安徽农业科学, 2006, 34(24):6423-6425. Zhao HT, Li XF, Li H, Xu RW. Research on the role of soluble sugar in the regulation of physiological metabolism in higher plant[J]. Anhui Agricultural Sciences, 2006, 34(24):6423-6425.
[31] 王孝宣, 李树得, 东惠茹, 高振华, 戴善书. 番茄品种耐寒性与ABA和可溶性糖含量的关系[J]. 园艺学报, 1998, 25(1):56-60. Wang XX, Li SD, Dong HR, Gao ZH, Dai SS. The correlationship of cold tolerance with ABA, soluble sugar and respiratory intensity in tomato[J]. Acta Horticulturae Sinica, 1998, 25(1):56-60.
[32] 王有武, 魏凌基, 艾尼瓦尔, 曹连莆. 春小麦谷蛋白亚基、醇溶蛋白电泳谱带及主要品质指标的主成分分析和聚类分析[J]. 石河子大学学报:自然科学版, 2004, 22(4):277-281. Wang YW, Wei LJ, Ainiwaer, Cao LP. Analysis of principal component and cluster in spring wheat high-molecular-weight glutenin subunits and gliadin bands and main quality traits[J]. Journal of Shihezi University:Natural Science Edition, 2004, 22(4):277-281.
[33] 殷冬梅, 张幸果, 王允, 崔党群. 花生主要品质性状的主要成分分析与综合评价[J]. 植物遗传资源学报, 2011,12(4):507-512. Yin DM, Zhang XG, Wang Y, Cui DQ. Principal component analysis and comprehensive evaluation on quality traits of peanut parents[J]. Journal of Plant Gnentic Resources, 2011,12(4):507-512.
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