The outcome of ANOVA, heterosis, general and specific combining effects are presented and discussed here under.
ANOVA and Mean performance of yield and quality traits
The analysis of variance (ANOVA) conducted on 44 genotypes (3 male sterile lines, 10 restorers, 30 hybrids and one check) for yield and yield-related characters were differing significantly among the treatments towards yield and related attributes, indicating sufficient variability for effective selection. The result obtained was in line with the earlier studies
(Ratnam et al., 2023). The results of mean performance of CMS lines and restorers towards yield and yield-related attributes is showed in the Table 1.
On examination of the results studied on quality traits of the CMS lines and restorers (Table 2) revealed, The Alkali Spreading Value (ASV), when applied to whole kernels (milled rice), serves as a metric for assessing the gelatinization characteristics of rice. The ASV is, in essence, indirectly linked to the gelatinization temperature, providing a valuable indicator of rice’s cooking and textural properties. The CMS lines, APMS 17A and the restorers, MTU 2716, MTU 2347-158-3-1-1, RM 67-60-1-1-1 and MTU 1213 had recorded low to intermediate ASV (<5) and intermediate Gelatinization temperature, desirable from the consumer view point for cooked rice, indicating their potential in the improvement of quality rice hybrids, preferred by the millers and consumers, important stakeholders of the rice crop. The 10 restorers were also phenotyped for BLB, blast, sheath blight and BPH resistance in addition to the existence of fertility restorer genes,
Rf3 and
Rf4 in additional to other genes for resistance and quality, based on 1k Rica testing. The results are conferred in Table 3. Research of the results disclosed that the restorer, MTU 2055 had recorded moderate tolerance to BPH, while, MTU 1224, RM 409-26-1-1-1, MTU 2347-158-3-1-1 and RM 67-60-1-1-1 had recorded resistance to moderately resistance reaction for leaf blast, similar multiple gene effects in rice were studied
(Manojkumar et al., 2023), indicating the scope of these restorers in the development of resistant hybrids for the key pests and diseases of rice crop. Predominance of non-additive genetic effects, such as dominance and epistasis, significantly influence breeding decisions and guide future research, hybrids generation is opted instead of sections. These effects can enhance hybrid vigor, leading to offspring with superior traits compared to their parents, making the selection of complementary parent lines crucial for optimizing yield, resilience and quality
(Sari et al., 2019).
Heterosis
The aim of the heterosis study was to ascertain optimal parental combinations exhibiting significant levels of effective heterosis. The parent versus hybrid comparison revealed significant divergence for all traits studied, illustrated notable levels of heterosis. Summary results of heterosis levels over mid-parent (relative heterosis), better parent (hetero beltiosis) and the standard check, HRI 174 (standard heterosis) for grain yield and yield attributes are showed in the Table 4. In this study, five crosses exhibited strong positive heterosis of more than 30 percent than the standard check, depicting their potential for commercial use. Among these, APMS 17A x RGL 5613, APMS 15A x MTU 1213, APMS 15A x RGL 5613 and APMS 17A x MTU 2055 showed significant and positive heterosis than both mid and better parents. Only one hybrid, APMS 17A x MTU 2055, exhibited significant and positive heterosis (9.69) for grain density than the check, HRI-174. However, no crosses demonstrated significant and positive standard heterosis for spikelet fertility and 1000-grain weight, in line with the findings of (
Srivastava and Jaiswal, 2016) for spikelet fertility and
(Premkumar et al., 2017) for 1000-grain weight. In this study, the hybrids APMS 15A x RGL 5613, APMS 15A ´ MTU 1213, APMS 17A ´ RGL 5613 and APMS 17A x MTU 2055 were recognised as favourable and high-yielding heterotic hybrids, showing notable and favorable relative heterosis, hetero beltiosis and standard heterosis exceeding 25% for both grain yield per plant and days to 50% flowering.
Combining ability
Combining ability analysis serves as a valuable tool for identifying the most promising parents capable of producing heterotic hybrids for exploitation of heterosis. In this study, an evaluation of 30 hybrids derived by crossing three lines and ten restorers in a Line x Tester fashion was conducted and the findings are discussed below.
Analysis of variance
Mean squares for grain yield per plant, ear-bearing tillers per plant, 1000-grain weight and grain density were significantly prominent when analyzing the hybrids’ variation partitioned into lines, testers and line x testers. This underscores the importance of both additive and non-additive genetic effects. Particularly, non-additive genetic action played a crucial role in influencing grain yield per plant and the majority of yield components, consistent with findings from previous studies
(Shanti et al., 2011; Srilakshmi et al., 2019; Kumar et al., 2023).
General combining ability effects
The analysis of CMS lines and restorers examined their individual performance and overall combining ability (GCA) effects on grain yield and yield traits. Restorers demonstrated noteworthy and favorable GCA effects, particularly for grain yield and days to 50 percent flowering. Notably, APMS 15A showed high combining ability with to spikelet fertility percentage and 1000-grain weight, while APMS 17A exhibited superior combining ability for grain density. In contrast, APMS 18A demonstrated superior combining ability for ear-bearing tillers per plant (Table 5), suggesting its potential utilization in hybrid breeding experiments aimed at improving these traits. RGL 5613 and MTU 2055 were observed as an effective combiner for grain yield per plant, spikelet fertility percentage and 1000-grain weight. This put forward that they are suitable for hybrid breeding projects focused on generating high-yielding hybrids with greater grain size.
Specific combining ability effects
The specific combining ability (SCA) effects of the 30 hybrids were assessed for yield and yield attributes. Several hybrids demonstrated notable and beneficial SCA effects, particularly for grain yield, grain density, spikelet fertility and ear-bearing tillers per plant. Notably, hybrids APMS 17A x MTU 2055, APMS 17A x RGL 5613, APMS 15A x MTU 1213, APMS 15A x RGL 5613 and APMS 15A x MTU 2055 demonstrated dominance by its very nature, heterosis and specific combining ability. These hybrids exhibited substantially higher grain yield per plant (>41.0 g) compared to the check, HRI-174 (31.50 g), along with high standard heterosis exceeding 30 percent and significant substantial SCA effects for grain yield per plant (Table 6). Consequently, these hybrids were recognised as promising heterotic combinations (Table 7) for further evaluation and commercial exploitation as potential early-duration hybrids with good spikelet fertility and medium slender to medium bold straw glume-coloured grains.
The commercial use of identified rice hybrids comes with various challenges and important considerations
(Sankar et al., 2008). High costs associated with hybrid seed production, due to the complex process of maintaining genetic purity, often make seeds expensive for farmers who must purchase new seeds each season to retain hybrid vigor
(Devi et al., 2018). Limitations encountered in the study of rice hybrids include environmental variability, which can affect yield and trait expression across different locations, making it difficult to assess the hybrids’ true potential. The scale of field trials may be restricted due to logistical challenges and resource constraints, potentially limiting the representativeness of the results
(Cui et al., 2020).
Additionally, rice hybrids can perform inconsistently across different environments, which may limit their reliability in stress-prone areas. Market acceptance also hinges on factors like grain quality and consumer preferences, which need to align with local demand
(Bhadru et al., 2012). Genotype-environment interaction models help refine hybrids by predicting how they perform in various conditions, ensuring stable yield across diverse environments
(Kesh et al., 2023). Genomic selection and marker-assisted selection are key tools, allowing breeders to select hybrids with desired traits more accurately and efficiently. Additionally, advances in CRISPR and gene editing allow for targeted modifications that can enhance specific traits, like pest resistance, without compromising yield
(Budhlakoti et al., 2021). Together, these strategies pave the way for robust, high-yielding rice hybrids that meet market and environmental demands.