Genetic variability and trait association analysis in linseed (Linum usitatissimum L.) for yield and related traits

Q3 Agricultural and Biological Sciences Oil Crop Science Pub Date : 2024-07-01 DOI:10.1016/j.ocsci.2024.06.003
Sandeep Kumar Yadav , Neha Singh , Hemant Kumar Yadav
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Abstract

Diversity information mining about a crop for different attributes is an essential step for effective breeding programs. The present investigation evaluates the quantum of genetic variability and determines the relationship among the important agro-economic traits based on two years of phenotypic data of 210 accessions of linseed. The traits, capsule weight per plant, capsule per plant, husk weight per plant, and seed weight per plant exhibited comparatively higher genetic coefficient of variation (GCV) and phenotypic coefficient of variation (PCV). In contrast, oil content and seed per capsule exhibited a lower value. The high magnitude of broad sense heritability was observed for all traits except seeds per capsule and husk weight per plant. The trait, capsules per plant, plant height, and days to 50% flowering showed high genetic advance coupled with high heritability. Hierarchical cluster analysis grouped 210 accessions into six distinct clusters. Out of 210, 144 (68.57%) accessions were grouped into three clusters (I, II, and III), in which cluster-III was the largest, containing 64 accessions followed by cluster II and cluster-I. The highest inter-cluster distance was observed between clusters-I and V (127.85), while the lowest was between clusters-II and IV (27.09). The positive correlation of capsule weight per plant with the seed weight per plant and a negative correlation with the days to 50% flowering indicates that high yielding linseed varieties with early flowering/maturity could be developed through direct and indirect selection. Further, seed yield and oil content could be enhanced together as indicated by ghe positive association among these two important traits. In this study, high yielding accessions with moderate to high oil content such as GP36, GP31, GP14, GP54, GP26, GP24, GP34, GP21, GP37 and GP27 and early flowering (less than 70 days) accessions such as GP2, GP26, GP27, CG33, CG44, CG42, CG132, and CG31 identified as potential genetic materials that could be exploited for developing early maturing varieties with high yield. In addition, information’s on various genetic parameters will help breeders to devise suitable breeding methodology for linseed genetic improvement for targeted traits.

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亚麻籽(Linum usitatissimum L.)产量及相关性状的遗传变异和性状关联分析
作物不同属性的多样性信息挖掘是有效育种计划的必要步骤。本研究根据 210 个亚麻籽品种两年的表型数据,评估了遗传变异量,并确定了重要农业经济性状之间的关系。单株蒴果重、单株蒴果重、单株谷壳重和单株种子重等性状的遗传变异系数(GCV)和表型变异系数(PCV)相对较高。相比之下,含油量和每粒种子的变异系数较低。除每粒蒴果种子和每株谷壳重量外,所有性状的广义遗传力都很高。单株蒴果、株高和 50%开花天数等性状表现出较高的遗传进展和遗传率。层次聚类分析将 210 个品种分为 6 个不同的聚类。在 210 个品种中,144 个品种(68.57%)被归入三个聚类(I、II 和 III),其中聚类-III 最大,包含 64 个品种,其次是聚类 II 和聚类-I。簇间距离最大的是簇 I 和簇 V(127.85),最小的是簇 II 和簇 IV(27.09)。单株蒴果重量与单株种子重量呈正相关,而与 50%开花天数呈负相关,这表明可以通过直接和间接选育培育出早花/早熟的高产亚麻籽品种。此外,种子产量和含油量这两个重要性状之间的正相关关系也表明,种子产量和含油量可以同时提高。在这项研究中,GP36、GP31、GP14、GP54、GP26、GP24、GP34、GP21、GP37 和 GP27 等中高含油量的高产品种和 GP2、GP26、GP27、CG33、CG44、CG42、CG132 和 CG31 等早花(少于 70 天)品种被确定为潜在的遗传材料,可用于开发高产早熟品种。此外,有关各种遗传参数的信息将有助于育种者制定合适的育种方法,以针对目标性状进行亚麻籽遗传改良。
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来源期刊
Oil Crop Science
Oil Crop Science Food Science, Plant Science, Agronomy and Crop Science
CiteScore
3.40
自引率
0.00%
发文量
20
审稿时长
74 days
期刊最新文献
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