The means, variances and vulnerability index for mosaic disease in six populations of three crosses are furnished in table 1. The mean vulnerability index among populations of cross I varied from 13.33 (Manjari) to 37.76 (Githika). The lowest vulnerability index was observed in resistant parent Manjari, followed by F
2 (17.42). The hybrid and the segregating populations gave a moderately resistant reaction. The mean VI values varied widely among cross II populations, which ranged from 13.33 (Manjari) to 52.50 (KAU Deepika). All the generations except parents exhibited moderate resistance to mosaic disease. The mean values in cross III, varied between 13.33 (Manjari) and 45.00 (KAU Mithra). F
1 recorded lowest VI value (16.67) besides Manjari. The disease reaction of F
1 was medium resistant while all the segregating populations recorded a moderately susceptible reaction. Existence of transgressive seggregants was identified for mosaic resistance in all the crosses. The parent Manjari gave a consistent resistance reaction against mosaic virus in the field which is in accordance with
Krishnan et al., (2021).
A highly positive and significant “m” value was found for every character studied in the crosses, indicating substantial variation within the generations for all characters. This suggests that these traits can be improved by adopting suitable breeding strategies. Similar results have been reported for various traits in cowpea by
Lovely (2005),
Sobda et al., (2018), Merin and Sarada (2019) and
Jain et al.(2024). In terms of plant yield, the F
1 means of each cross outperformed the parents (Fig 1). The highest yield per plant was recorded in F
1 (1530.80 g) of cross II, followed by F
1 (1320.65) of cross III. Breeding approaches for improving different attributes are determined by the type of gene action. For the estimation of additive, dominance and epistasis effects, generation mean analysis was performed. The outcomes of the scaling tests and estimation of genetic components of the above three crosses for various characters are presented in table 2 and 3.
Scaling tests for pod length indicated that Scale A was significant in cross III, whereas Scale B was non-significant in all crosses. Scale C was significant for all crosses, but in a negative direction, for cross II. Scale D was positively significant in cross I but negatively significant in crosses II and III. The significance of different scales for the trait indicates inadequacy of additive dominance model and presence of epistasis. The dominance gene action was found to be positive and substantial in crosses II and III, but negative in cross I. All the crosses showed a significant additive × additive (i) effect, but in an undesirable direction for cross I. Cross II and III were negatively significant for dominance × dominance (l) interaction. Inter-allelic interactions have a significant role in improving the phenotype, as indicated by the negative estimations of the various genetic components. Cross II and III have opposing values for the dominance effect (h) and the dominance × dominance (l) interaction, implying a duplicate form of epistasis. Biparental mating in the early generations may be used to enhance these traits by exploiting duplicate epistasis. Pedigree selection or recurrent selection will be beneficial. Non-additive gene action has been documented for pod length by
Dinakar et al. (2018),
Priya et al. (2018),
Das et al., (2021), Edematie et al., (2021) and
Owusu et al. (2022).
For pod weight, scale A was significant for cross III and scale B was positively significant for cross II and III. Scale C was positively significant for cross I and negatively significant for cross II. Significant D scale value was recorded for cross I in the positive and negative directions for cross II and III. Of the main gene effects, the additive effect (d) was substantial and positive only in cross III. The results of scaling tests indicated all types of digenic interactions. The dominance effect (h) were significant in all crosses but in negative direction for cross I. For all crosses, the additive × additive (i) interaction was significant; however, for cross I, it was negative. Cross III showed a strong additive × dominance (j) effect, while crosses II and III showed a significant dominance × dominance (l) interaction in the undesirable direction. The crosses II and III showed signs of duplicate epistasis. Cross I showed a substantial magnitude of both the additive interaction and the dominance effect, but in an undesired direction, indicating that these factors predominate in the inheritance of the trait. In crosses II and III dominance and additive × additive gene effects were relevant, along with duplicate epistasis. The character may be enhanced in biparental progenies through recurrent selection, facilitating the duplicate form of non-allelic interaction. The prevalence of non-additive gene action for pod weight in cowpea was observed by
Lovely (2005),
Rashwan (2010),
Adeyanju et al., (2012), Merin and Sarada (2019)
The scale values, A, C and D, were positively significant in cross I and negatively significant in cross III for pods per plant. All the scales were negatively significant in Cross II. High significance of more than one scale implies the existence of inter-allelic interactions. All the crosses had a significant positive mean (m), whereas all had a significant negative additive gene effect (d). The dominance (h) effect and additive × additive (i) interaction were negatively significant in cross I and positively significant in cross II and III. The predominance of inter-allelic interactions is indicated by a high magnitude of additive and dominance gene action in cross I, but in an undesired direction. In crosses II and III, dominant gene action had a major influence on the trait’s inheritance. Hence, the trait can be improved by heterosis breeding in II and III. Involvement of both additive and non additive gene action in improvement of the trait has been reported by
Uma and Kalubowila (2010),
Ushakumari et al. (2010),
Merin, E.G. (2018),
Shinde et al., (2021) and
Owusu et al. (2022).
For yield per plant, scale A was significant across all crosses. In cross II, scale B was negatively significant. Scales C and D were favourably significant in Cross I, but negatively significant in cross II and III. Hence, the presence of digenic interactions were confirmed for the character. In crosses II and III, the additive (d) effect was significant and negative. While the additive × additive (i) interaction and the dominance (h) effect were unfavourably significant in cross I, they were positively significant in cross II and III. Negative significance was noted for additive × dominance (j) component in cross II and III, whereas positive significance was noticed for dominance x dominance (l) component in cross I. The highest magnitude of dominance gene action was in crosses II and III, while the predominance of dominance × dominance effect was evident in cross I. Duplicate epistasis existed in crosses I and III based on the opposite directions of significance for the dominance (h) and dominance × dominance (l) genetic components. This may require complex breeding strategies to exploit the genetic variation. The greater magnitude of dominance and dominance × dominance (l) component indicates that heterosis breeding or pedigree method is suitable for enhancing this character, which is in agreement with the findings of
Patel et al., (2009), Adeyanju (2012) and
Merin (2018).
In cross I, scales A and B were significant for days to harvest, with the latter in a negative direction. Scales A, C and D were significant and positive in cross II, but scale B was negative. All the scales were negatively significant, except the positive D scale in cross III. Among the main gene effects, there was a significant positive mean (m) and additive (d) effect in all crosses. The dominance (h) effect and additive × additive (i) were negatively significant for cross II and III and non-significant for cross I. The additive × dominance (j) interaction was positively significant for cross I and II, whereas the dominance × dominance (l) effect was significant only in cross III. In cross I, the additive × dominance epistasis predominated, whereas in cross III, the dominance × dominance effect was prevalent. There was an additive × dominance interaction in cross II and the dominance components showed the highest amplitude in a desirable negative direction. The presence of duplicate epistasis was also observed in cross III. The findings imply the relevance of dominance action, dominance epistasis and additive × dominance action in the trait’s inheritance. Hybridisation and selection would be appropriate breeding methods for the character enhancement. Non-allelic interactions were reported by
Pal et al., (2007), Jithesh (2009),
Merin and Sarada (2019) and
Santos et al. (2020) for the trait.
The results of the scaling tests for the incidence of mosaic disease in yard long bean revealed that in cross I and cross II, scales A, B, C and D were not significant, but in cross III, scale C alone was significant in the preferred direction for mosaic resistance. The findings indicated absence of non-allelic interactions in crosses I and II and that the additive-dominance model was adequate. Hence, they were subjected to three parameter tests to estimate the gene effects. While the additive (d) effect in cross I was not significant, the dominance (h) effect was in the direction of susceptibility. A highly significant mean effect in cross I suggest improving the trait through simple breeding methods. The mean (m) and additive (d) effects were significant and positive in cross II. The dominance effect (h) was non-significant. The preponderance of additive effects indicates that selection techniques should be used to enhance the trait. Scaling test results showed a non-allelic interaction in cross III and that the additive-dominance model was insufficient. The mean (m) effect was only significant among the main effects. Among the epistatic gene interactions, the dominance × dominance (l) interaction was significant and all others were non-significant. Hence, the mosaic resistance can be incorporated by the pedigree method of selection.
Singh (2004) and
Singh et al., (2016) have also identified epistasis for mosaic resistance in cowpea.