Relationship between genetic markers and morphological traits in a maize inbred lines collection

Euphytica ◽  
1995 ◽  
Vol 84 (2) ◽  
pp. 145-154 ◽  
Author(s):  
A. Bar-Hen ◽  
A. Charcosset ◽  
M. Bourgoin ◽  
J. Guiard
2019 ◽  
Vol 30 (1) ◽  
pp. 25-33
Author(s):  
E.A. Rossi ◽  
M. Ruiz ◽  
M. Di Renzo ◽  
N.C. Bonamico

CIMMYT maize inbred lines (CMLs) are freely distributed to breeding programs around the world. Better information on phenotypic and genotypic diversity may provide guidance to breeders on how to use more efficiently the CMLs in their breeding programs. In this study a group of 291 CIMMYT maize inbred lines, was phenotyped by nine agro-morphological traits in south Córdoba, Argentina and genotyped using 18,082 SNPs. Based on the geographic information and the environmental adaptation, 291 CMLs were classified into eight subgroups. Anthesis-silking interval (IAE) was the trait with higher phenotypic diversity. A 40% of maize inbred lines, with IAE less than five days, show a good adaptation to growing conditions in south Córdoba, Argentina. The low phenotypic variation explained by environmental adaptation subgroups indicates that population structure is only a minor factor contributing to phenotypic diversity in this panel. Principal component analysis (ACP) allowed us to obtain phenotypic and genotypic orderings. Generalized procrustes analysis (APG) indicated a 60% consensus between both data type from the total panel of maize lines. In each environmental adaptation subgroup, the APG consensus was higher. This result, which might indicate linkage disequilibrium between SNPs markers and the genes controlling these agro-morphological traits, is promising and could be used as an initial tool in the identification of Quantitative Trait Loci (QTL). Information on genetic diversity, population structure and phenotypic diversity in local environments will help maize breeders to better understand how to use the current CIMMYT maize inbred lines group. Key words: broad-sense heritability, multivariate analysis, SNPs, agro-morphological traits.


2016 ◽  
Vol 2 ◽  
pp. 33-36 ◽  
Author(s):  
Jiban Shrestha

The determination of diversity among inbred lines is important for heterosis breeding. Sixty maize inbred lines were evaluated for their eight agro morphological traits during winter season of 2011 to analyze their genetic diversity. Clustering was done by average linkage method. The inbred lines were grouped into six clusters. Inbred lines grouped into Clusters II had taller plants with maximum number of leaves. The cluster III was characterized with shorter plants with minimum number of leaves. The inbred lines categorized into cluster V had early flowering whereas the group into cluster VI had late flowering time. The inbred lines grouped into the cluster III were characterized by higher value of anthesis silking interval (ASI) and those of cluster VI had lower value of ASI. These results showed that the inbred lines having widely divergent clusters can be utilized in hybrid breeding programme.


2014 ◽  
Vol 40 (5) ◽  
pp. 838 ◽  
Author(s):  
Chao CUI ◽  
Ju-Lin GAO ◽  
Xiao-Fang YU ◽  
Zhi-Jun SU ◽  
Zhi-Gang WANG ◽  
...  

2013 ◽  
Vol 39 (12) ◽  
pp. 2253
Author(s):  
Qing-Jiu YAN ◽  
Shi-Ping HUO ◽  
Fang-Kui ZHANG ◽  
Xing-Duan ZHANG ◽  
Jian ZHANG ◽  
...  

2017 ◽  
Vol 43 (9) ◽  
pp. 1328 ◽  
Author(s):  
Bo-Xin WANG ◽  
Ya-Hui WANG ◽  
Peng-Fei CHEN ◽  
Xu-Dong-Yu LIU ◽  
Zhi-Qian FENG ◽  
...  

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