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All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes
The search for productive germplasm adapted to adverse conditions is an important action to mitigate the harmful effects of climate change. The aim was to identify the yield potential of 50 popcorn inbred lines grown in field conditions, in two crop seasons (CS), and under contrasting water conditio...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460328/ https://www.ncbi.nlm.nih.gov/pubmed/36079656 http://dx.doi.org/10.3390/plants11172275 |
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author | Leite, Jhean Torres do Amaral Junior, Antônio Teixeira Kamphorst, Samuel Henrique de Lima, Valter Jário dos Santos Junior, Divino Rosa Alves, Uéliton Oliveira Azeredo, Valdinei Cruz Pereira, Jacymara Lopes Bispo, Rosimeire Barboza Schmidt, Katia Fabiane Medeiros Viana, Flávia Nicácio Viana, Alexandre Pio Vieira, Henrique Duarte Ramos, Helaine Christine Cancela Ribeiro, Rodrigo Moreira Campostrini, Eliemar |
author_facet | Leite, Jhean Torres do Amaral Junior, Antônio Teixeira Kamphorst, Samuel Henrique de Lima, Valter Jário dos Santos Junior, Divino Rosa Alves, Uéliton Oliveira Azeredo, Valdinei Cruz Pereira, Jacymara Lopes Bispo, Rosimeire Barboza Schmidt, Katia Fabiane Medeiros Viana, Flávia Nicácio Viana, Alexandre Pio Vieira, Henrique Duarte Ramos, Helaine Christine Cancela Ribeiro, Rodrigo Moreira Campostrini, Eliemar |
author_sort | Leite, Jhean Torres |
collection | PubMed |
description | The search for productive germplasm adapted to adverse conditions is an important action to mitigate the harmful effects of climate change. The aim was to identify the yield potential of 50 popcorn inbred lines grown in field conditions, in two crop seasons (CS), and under contrasting water conditions (WC). Morphoagronomic, physiological, and root system traits were evaluated. Joint and individual analyses of variance were performed, in addition to the multivariate GT bip-lot analysis. Expressive reductions between WC were observed in 100-grain weight (100 GW), popping expansion (PE), grain yield (GY), expanded popcorn volume per ha (EPV), row number per ear (RNE), plant height (PH), relative chlorophyll content (SPAD), and nitrogen balance index (NBI). It was found that the SPAD, 100 GW, GY, PE, and grain number per ear (GNE) traits had the most significant impact on the selection of genotypes. Regardless of WC and CS, the ideal lines were L294 and L688 for PE; L691 and L480 for GY; and L291 and L292 for both traits. SPAD, 100 GW, and GNE can contribute to the indirect selection. Our work contributes to understanding the damage caused by drought and the integration of traits for the indirect selection of drought-tolerant popcorn genotypes. |
format | Online Article Text |
id | pubmed-9460328 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94603282022-09-10 All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes Leite, Jhean Torres do Amaral Junior, Antônio Teixeira Kamphorst, Samuel Henrique de Lima, Valter Jário dos Santos Junior, Divino Rosa Alves, Uéliton Oliveira Azeredo, Valdinei Cruz Pereira, Jacymara Lopes Bispo, Rosimeire Barboza Schmidt, Katia Fabiane Medeiros Viana, Flávia Nicácio Viana, Alexandre Pio Vieira, Henrique Duarte Ramos, Helaine Christine Cancela Ribeiro, Rodrigo Moreira Campostrini, Eliemar Plants (Basel) Article The search for productive germplasm adapted to adverse conditions is an important action to mitigate the harmful effects of climate change. The aim was to identify the yield potential of 50 popcorn inbred lines grown in field conditions, in two crop seasons (CS), and under contrasting water conditions (WC). Morphoagronomic, physiological, and root system traits were evaluated. Joint and individual analyses of variance were performed, in addition to the multivariate GT bip-lot analysis. Expressive reductions between WC were observed in 100-grain weight (100 GW), popping expansion (PE), grain yield (GY), expanded popcorn volume per ha (EPV), row number per ear (RNE), plant height (PH), relative chlorophyll content (SPAD), and nitrogen balance index (NBI). It was found that the SPAD, 100 GW, GY, PE, and grain number per ear (GNE) traits had the most significant impact on the selection of genotypes. Regardless of WC and CS, the ideal lines were L294 and L688 for PE; L691 and L480 for GY; and L291 and L292 for both traits. SPAD, 100 GW, and GNE can contribute to the indirect selection. Our work contributes to understanding the damage caused by drought and the integration of traits for the indirect selection of drought-tolerant popcorn genotypes. MDPI 2022-08-31 /pmc/articles/PMC9460328/ /pubmed/36079656 http://dx.doi.org/10.3390/plants11172275 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Leite, Jhean Torres do Amaral Junior, Antônio Teixeira Kamphorst, Samuel Henrique de Lima, Valter Jário dos Santos Junior, Divino Rosa Alves, Uéliton Oliveira Azeredo, Valdinei Cruz Pereira, Jacymara Lopes Bispo, Rosimeire Barboza Schmidt, Katia Fabiane Medeiros Viana, Flávia Nicácio Viana, Alexandre Pio Vieira, Henrique Duarte Ramos, Helaine Christine Cancela Ribeiro, Rodrigo Moreira Campostrini, Eliemar All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes |
title | All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes |
title_full | All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes |
title_fullStr | All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes |
title_full_unstemmed | All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes |
title_short | All Are in a Drought, but Some Stand Out: Multivariate Analysis in the Selection of Agronomic Efficient Popcorn Genotypes |
title_sort | all are in a drought, but some stand out: multivariate analysis in the selection of agronomic efficient popcorn genotypes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460328/ https://www.ncbi.nlm.nih.gov/pubmed/36079656 http://dx.doi.org/10.3390/plants11172275 |
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