Correlation and path analysis of agronomic and morphological traits in maize

ABSTRACT The efficiency of selection can be broadened for certain traits using estimative of genetic parameters, which are fundamental for plant breeding. The estimative of genetic parameters allows identifying the nature of the action of genes involved in the control of quantitative traits and evaluates the efficiency of different breeding strategies to obtain genetic gains. Therefore, this study aimed to verify the variability and correlation between morphological and agronomic traits in synthetic maize populations, in order to practice indirect selection. Thirteen populations were evaluated in field experiments at Jaboticabal- SP and Campo Alegre de Goiás-GO, using randomized block design, for lodging (LOD), culm breakage (CB), plant height (PH), ear height (EH) and grain yield (GY). The 13 populations were also sown in 1 kg-plastic bags under black shade cloth, using a randomized complete block design with nine replications, for evaluation of the morphological traits: main root length (MRL), root fresh matter (RFM), root dry matter (RDM), average root diameter (ARD), root surface area (RSA), root tissue density (RTD) and shoots dry matter (SDM). The trait GY exhibited genetic variability enough to be effective if used for selection. The selection on the morphological traits is indicated on RDM, due to the ease in obtaining data and its accuracy, high correlation with all morphological traits and association with GY. The simultaneous selection based on RFM and RDM, for gains in GY, can be performed. The highest direct effect on GY was identified in LOD and CB, being indicated for indirect selection

Identification of haploid maize by flow cytometry, morphological and molecular markers Identificação de milho haploide por citometria de fluxo, marcadores morfológicos e moleculares

The development of homozygous breeding lines in maize may be accelerated through the use of haploids. Thus, the obtaining and prior identification of haploids generated by the haploid inducer lines is an important factor. The purpose of this study was to identify haploids by flow cytometry and to correlate the nuclear DNA content to the morphological and morphometric traits of the seeds that gave rise to them. In addition, molecular markers were used to confirm the androgenetic nature of the haploid. The seeds obtained were derived from the cross between the inbred line W23 and the commercial hybrid P30F90. Among these seeds, a group was selected, putative haploids, whose embryo was white and the pericarp purplish. This group, consisting of 330 seeds, was characterized based on seed morphology, seed morphometry and nuclear DNA content. Flow cytometry analyses identified four haploids, and all of them were small size plants and had brittle leaves. The weight, length, thickness and width of the haploid seeds were very variable indicating that morphometric traits do not constitute reliable data for visual selection of haploid seeds. Based on results, the inbred line W23 induced haploid maize even under tropical conditions. Microsatellite molecular markers (SSR) proved to be efficient, confirming the androgenetic trait of the haploids.<br>O desenvolvimento de linhagens homozigotas em milho pode ser acelerado por meio do uso de haploides. Para isso, a obtenção e identificação prévia dos haploides gerados pelas linhagens indutoras de haploidia é um fator importante. O objetivo do trabalho foi identificar haplóides por meio de citometria de fluxo para então correlacionar o conteúdo de DNA nuclear aos caracteres morfológicos e morfométricos das sementes que os originaram. Além disso, marcadores moleculares foram utilizados para confirmar a natureza androgenética do haploide. As sementes obtidas foram provenientes do cruzamento entre a linhagem W23 e o híbrido comercial P30F90. Dentre essas sementes, foi selecionado um grupo, possíveis haplóides, cujo embrião era branco e o pericarpo arroxeado. Esse grupo, constituído de 330 sementes, foi caracterizado quanto à morfologia, morfometria e conteúdo de DNA nuclear. As análises de citometria de fluxo identificaram quatro haploides, e todos eles apresentaram porte reduzido e folhas quebradiças. Os pesos, comprimentos, espessuras e larguras das sementes haplóides variaram muito, indicando que caracteres morfométricos não são eficientes para a seleção visual de haploides. Baseado nos resultados, a linhagem W23 induz haplóides em milho mesmo em condições tropicais. Os marcadores moleculares microssatélites (SSR) mostraram-se eficientes, comprovando o caráter androgenético dos haploides

Identification of haploid maize by flow cytometry, morphological and molecular markers

O desenvolvimento de linhagens homozigotas em milho pode ser acelerado por meio do uso de haploides. Para isso, a obtenção e identificação prévia dos haploides gerados pelas linhagens indutoras de haploidia é um fator importante. O objetivo do trabalho foi identificar haplóides por meio de citometria de fluxo para então correlacionar o conteúdo de DNA nuclear aos caracteres morfológicos e morfométricos das sementes que os originaram. Além disso, marcadores moleculares foram utilizados para confirmar a natureza androgenética do haploide. As sementes obtidas foram provenientes do cruzamento entre a linhagem W23 e o híbrido comercial P30F90. Dentre essas sementes, foi selecionado um grupo, possíveis haplóides, cujo embrião era branco e o pericarpo arroxeado. Esse grupo, constituído de 330 sementes, foi caracterizado quanto à morfologia, morfometria e conteúdo de DNA nuclear. As análises de citometria de fluxo identificaram quatro haploides, e todos eles apresentaram porte reduzido e folhas quebradiças. Os pesos, comprimentos, espessuras e larguras das sementes haplóides variaram muito, indicando que caracteres morfométricos não são eficientes para a seleção visual de haploides. Baseado nos resultados, a linhagem W23 induz haplóides em milho mesmo em condições tropicais. Os marcadores moleculares microssatélites (SSR) mostraram-se eficientes, comprovando o caráter androgenético dos haploides.The development of homozygous breeding lines in maize may be accelerated through the use of haploids. Thus, the obtaining and prior identification of haploids generated by the haploid inducer lines is an important factor. The purpose of this study was to identify haploids by flow cytometry and to correlate the nuclear DNA content to the morphological and morphometric traits of the seeds that gave rise to them. In addition, molecular markers were used to confirm the androgenetic nature of the haploid. The seeds obtained were derived from the cross between the inbred line W23 and the commercial hybrid P30F90. Among these seeds, a group was selected, putative haploids, whose embryo was white and the pericarp purplish. This group, consisting of 330 seeds, was characterized based on seed morphology, seed morphometry and nuclear DNA content. Flow cytometry analyses identified four haploids, and all of them were small size plants and had brittle leaves. The weight, length, thickness and width of the haploid seeds were very variable indicating that morphometric traits do not constitute reliable data for visual selection of haploid seeds. Based on results, the inbred line W23 induced haploid maize even under tropical conditions. Microsatellite molecular markers (SSR) proved to be efficient, confirming the androgenetic trait of the haploids.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq