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Ljubičić N, Popović V, Kostić M, Pajić M, Buđen M, Gligorević K, Dražić M, Bižić M, Crnojević V. Multivariate Interaction Analysis of Zea mays L. Genotypes Growth Productivity in Different Environmental Conditions. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12112165. [PMID: 37299146 DOI: 10.3390/plants12112165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 05/11/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023]
Abstract
Evaluating maize genotypes under different conditions is important for identifying which genotypes combine stability with high yield potential. The aim of this study was to assess stability and the effect of the genotype-environment interaction (GEI) on the grain yield traits of four maize genotypes grown in field trials; one control trial without nitrogen, and three applying different levels of nitrogen (0, 70, 140, and 210 kg ha-1, respectively). Across two growing seasons, both the phenotypic variability and GEI for yield traits over four maize genotypes (P0725, P9889, P9757 and P9074) grown in four different fertilization treatments were studied. The additive main effects and multiplicative interaction (AMMI) models were used to estimate the GEI. The results revealed that genotype and environmental effects, such as the GEI effect, significantly influenced yield, as well as revealing that maize genotypes responded differently to different conditions and fertilization measures. An analysis of the GEI using the IPCA (interaction principal components) analysis method showed the statistical significance of the first source of variation, IPCA1. As the main component, IPCA1 explained 74.6% of GEI variation in maize yield. Genotype G3, with a mean grain yield of 10.6 t ha-1, was found to be the most stable and adaptable to all environments in both seasons, while genotype G1 was found to be unstable, following its specific adaptation to the environments.
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Affiliation(s)
- Nataša Ljubičić
- BioSense Institute, University of Novi Sad, 21000 Novi Sad, Serbia
| | - Vera Popović
- Institute of Field and Vegetable Crops, 21000 Novi Sad, Serbia
- Faculty of Agriculture, University of Bijeljina, 76300 Bijeljina, Bosnia and Herzegovina
| | - Marko Kostić
- Faculty of Agriculture, University of Novi Sad, 21000 Novi Sad, Serbia
| | - Miloš Pajić
- Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11000 Belgrade, Serbia
| | - Maša Buđen
- BioSense Institute, University of Novi Sad, 21000 Novi Sad, Serbia
| | - Kosta Gligorević
- Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11000 Belgrade, Serbia
| | - Milan Dražić
- Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11000 Belgrade, Serbia
| | - Milica Bižić
- Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11000 Belgrade, Serbia
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Assessment of Maize Hybrids Resistance to Aspergillus Ear Rot and Aflatoxin Production in Environmental Conditions in Serbia. Toxins (Basel) 2022; 14:toxins14120887. [PMID: 36548784 PMCID: PMC9781229 DOI: 10.3390/toxins14120887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 12/11/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
Aflatoxin, a naturally occurring toxin produced by the fungus Aspergillus flavus, is the most economically important mycotoxin in the world, with harmful effects on human and animal health. Preventive measures such as irrigation and planting dates can minimize aflatoxin contamination most years. However, no control strategy is completely effective when environmental conditions are extremely favorable for growth of the fungus. The most effective control method is growing maize hybrids with genetic resistance to aflatoxin contamination. The aim of this research was to evaluate the sensitivity of different maize hybrids to A. flavus infection and aflatoxin accumulation. Twenty commercial maize hybrids were evaluated in field trials with artificial inoculations using the colonized toothpicks method. The mycotoxin production potential of A. flavus isolates was confirmed by cluster amplification patterns (CAPs) analysis. The results of this research indicated the existence of significant differences in maize hybrids susceptibility to Aspergillus ear rot and aflatoxin B1 accumulation. No hybrid included in this research showed complete resistance in all conditions, but some hybrids showed partial resistance. Different hybrids also responded differently depending on the sowing date. This research showed that infection intensity is not always consistent with aflatoxin levels, and therefore visual evaluation is not enough to assess maize safety.
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