Parent progeny regression analysis in segregating generations of drought QTLs pyramided rice lines (Oryza sativa L.)
Abstract:The present study was undertaken to estimate the effectiveness of selection for the yield and yield contributing traits in the BC 2 F 3 and BC 2 F 4 generations of drought QTL introgressed progenies of Improved White Ponni (IWP) x Apo. A positively skewed and negatively skewed platykurtic curve was observed in many of the traits in both generations indicating the influence of a large number of genes. Significant and positive intergenerational correlation and regression coefficient values were obtained for all … Show more
“…Mean panicle length of BILs were higher than ADT(R)45 and lesser than the donor parents. Similar intermediate mean values of panicle length for drought introgressed progenies were reported by Prisca Seeli et al (2021). It may be due to the incomplete dominance of the alleles for this trait.…”
Drought occurrence during reproductive stage of rice leads to significant yield loss. Rice production has to be doubled to feed the ever increasing human population. As the yield levels are stagnated under favourable production system, improvement of yield under unfavourable environment is key to attain the projected target. Therefore, the present study was undertaken to improve the drought tolerance of popular rice variety ADT(R)45 by introgressing major effect quantitative trait loci (QTLs) conferring yield under drought (qDTY 1.1 , qDTY 3.1 and qDTY 12.1 ) through marker assisted backcross breeding (MABB). Through MABB, 117 BILs in the background of ADT(R)45 were developed with different combinations of qDTY QTLs. The BILs were evaluated under rainfed target production environment and observations on nine biometrical and yield traits were recorded. Variability analysis revealed presence of additive gene action for the traits viz., total number of tillers per plant, number of productive tillers per plant, hundred grain weight, yield per hectare and single plant yield. Hence, selection based on these traits will be effective to improve yield under drought stress. Association analysis showed total number of tillers per plant, number of productive tillers per plant, panicle length, hundred grain weight and spikelet fertility percentage were highly correlated with yield per plant. Comparison of BILs with different QTL combinations showed that BILs with single QTL (qDTY 12.1 ) was better for most of the traits studied. BILs with single or two QTL combinations were found to perform better under rainfed condition, when compared to BILs with all the three QTLs.
“…Mean panicle length of BILs were higher than ADT(R)45 and lesser than the donor parents. Similar intermediate mean values of panicle length for drought introgressed progenies were reported by Prisca Seeli et al (2021). It may be due to the incomplete dominance of the alleles for this trait.…”
Drought occurrence during reproductive stage of rice leads to significant yield loss. Rice production has to be doubled to feed the ever increasing human population. As the yield levels are stagnated under favourable production system, improvement of yield under unfavourable environment is key to attain the projected target. Therefore, the present study was undertaken to improve the drought tolerance of popular rice variety ADT(R)45 by introgressing major effect quantitative trait loci (QTLs) conferring yield under drought (qDTY 1.1 , qDTY 3.1 and qDTY 12.1 ) through marker assisted backcross breeding (MABB). Through MABB, 117 BILs in the background of ADT(R)45 were developed with different combinations of qDTY QTLs. The BILs were evaluated under rainfed target production environment and observations on nine biometrical and yield traits were recorded. Variability analysis revealed presence of additive gene action for the traits viz., total number of tillers per plant, number of productive tillers per plant, hundred grain weight, yield per hectare and single plant yield. Hence, selection based on these traits will be effective to improve yield under drought stress. Association analysis showed total number of tillers per plant, number of productive tillers per plant, panicle length, hundred grain weight and spikelet fertility percentage were highly correlated with yield per plant. Comparison of BILs with different QTL combinations showed that BILs with single QTL (qDTY 12.1 ) was better for most of the traits studied. BILs with single or two QTL combinations were found to perform better under rainfed condition, when compared to BILs with all the three QTLs.
“…The maximum regression coefficient was observed for spikelet fertility (1.01) followed by filled grains per panicle (0.99), total grains per panicle (0.99), single plant yield (0.98), number of productive tillers per plant (0.97), flag leaf length (0.90), days to fifty percent flowering (0.87), panicle length (0.64) and stem diameter (0.57) indicating that selection of these traits at the early generation helps in obtaining plants with higher yield and good agronomic performance (Table 4). Similar findings were made regarding all yield contributing traits in drought study by Seeli et al (2021), Blessy et al (2022), single plant yield by Anilkumar and Ramalingam (2011), days to 50% flowering, plant height, and the number of productive tillers by Kavithamani et al (2013), and panicle length by Lalitha et al (2018). Greater genetic influence and fewer environmental influences are indicated by higher regression values (Palanisamy, 2018).…”
Section: Kurtosis Value Of 1 Indicates Mesokurtic Behavioursupporting
confidence: 66%
“…Similar positive and significant results for plant height, the number of filled grains per panicle, hundred grain weight and panicle length were obtained bySeeli et al (2021). Number of productive tillers, panicle length and single plant yield byGovintharaj et al (2018).…”
supporting
confidence: 76%
“…Hosagoudar and Shashidhar (2018) and Harijan et al (2021) found similar results for days to flowering, the number of tillers, days to maturity, and yield per plant. Also days to fifty percent flowering and chaffy grains per panicle by Seeli et al (2021) The negatively skewed and platykurtic curve was observed for stem diameter and spikelet fertility in both BC 2 F 4 and BC 2 F 5 generation. Many genes with duplicate gene action are responsible for these traits.…”
Section: Kurtosis Value Of 1 Indicates Mesokurtic Behaviourmentioning
confidence: 88%
“…Kavithamani et al (2013). Maximum heritability for days to fifty percent flowering was observed by Seeli et al (2021) and Blessy et al (2022).…”
Section: Kurtosis Value Of 1 Indicates Mesokurtic Behaviourmentioning
Given the urgency of rising sea levels and the need to sustain food production, developing flood-tolerant crops is essential. The aim of this study was to assess the genetic potential of the cross CO51x13-6 (NIL of CO43Sub1) in the BC 2 F 4 and BC 2 F 5 generations using Parent Offspring regression analysis. Significant variation was observed across a wide range of traits in both generations. The distribution of important traits, including plant height, number of productive tillers per plant, panicle length, and single plant yield, showed a positively skewed and platykurtic curve in both generations, indicating the influence of multiple genes. The correlation and regression coefficients were highly significant for all the recorded traits in this study. The traits with the highest narrow sense heritability were days to fifty percent flowering, followed by stem diameter and spikelet fertility, suggesting that these traits can be effectively utilized for selecting superior genotypes in the early generations.
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