Genetic Variation of New Purple-Fleshed Sweet Potato (Ipomoea batatas L.) Genotypes in Indonesia by Multivariate Analysis

IF 1.5 Q2 AGRONOMY
Debby Ustari, Arif Affan Wicaksono, V. Concibido, T. Suganda, D. Ruswandi, Ruminta, A. Karuniawan
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Abstract

Purple-fleshed sweet potato (PFSP) is a major staple food and feed material in tropical countries. The pandemic of COVID-19 that encouraged healthy lifestyles worldwide further increases the importance of PFSP. Despite its importance, the investment in research to improve PFSP in Indonesia was left behind. The objective of the research was to estimate the genetic variation and genetic distance of new PFSP genotypes prior to variety release. The research trials were arranged in a randomized block design, with nine new PFSP genotypes from polycrosses breeding as treatments and three check varieties in four growing environments in West Java, i.e., Cilembu, Jatinangor, Maja, and Karangpawitan during one season. Agronomic traits data were analyzed by the multivariate analysis. The principal component analysis (PCA) showed high genetic variation of PFSP in four environments. The eigenvalue ranges from 1.92 to 5.29 in Cilembu which contributed to 80.958% variability, 0.543–6.177 which contributed variability to 92.135% in Jatinangor, 0.824–5.695 in Karangpawitan which contributed to 92.117%, and 0.822–4.797 in Maja which contributed to 86.133%. Storage root length, storage root diameter, number of roots per plant, total root weight per plant, number of marketable/commercial roots, marketable/commercial root weight, number of roots per plot, and total storage root weight have a discriminant value of more than 0.7 in PC 1. Agglomerative hierarchical clustering (AHC) showed a wide distribution obtaining two clusters in Cilembu with euclidean distance 1.92–5.29, Jatinangor 1.72–6.09, Karangpawitan 1.28–6.38, and Maja 2.05–5.09. High genetic variation in the four environments greatly supports to the development of PFSP new varieties.
印尼紫肉甘薯新基因型遗传变异的多元分析
紫肉红薯是热带国家的主要主食和饲料原料。新冠肺炎的大流行鼓励了全世界的健康生活方式,这进一步增加了PFSP的重要性。尽管PFSP很重要,但印度尼西亚对改善PFSP的研究投资却落在了后面。本研究的目的是在品种发布前估计新的PFSP基因型的遗传变异和遗传距离。研究试验采用随机区组设计,在一个季节内,在西爪哇的四个生长环境中,即Cilembu、Jatinangor、Maja和Karangpawitan,使用来自多交系育种的九种新的PFSP基因型作为处理,并使用三个对照品种。采用多元分析方法对农艺性状数据进行分析。主成分分析(PCA)显示PFSP在四种环境中具有较高的遗传变异。Cilembu的特征值范围为1.92至5.29,贡献了80.958%的变异性,Jatinangor的特征值为0.543至6.177,贡献了92.135%的变异性;Karangpawitan的特征值在0.824至5.695,贡献了92117%;Maja的特征值是0.822至4.797,贡献了86.133%,在PC 1中,可销售/商品根的数量、可销售/商业根的重量、每个地块的根的数量和总贮藏根的重量具有大于0.7的判别值。聚集层次聚类(AHC)分布较广,在Cilembu获得两个聚类,欧氏距离为1.92–5.29,Jatinangor为1.72–6.09,Karangpawitan为1.28–6.38,Maja为2.05–5.09。四种环境中的高遗传变异极大地支持了PFSP新品种的开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.60
自引率
5.30%
发文量
66
审稿时长
16 weeks
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