Screening of cowpea genotypes for rust resistance
The 100 cowpea genotypes showed differential expressions by either the presence or absence of a marker (Fig 1). All the markers gave the same monomorphic band size of 60 bp compared with an expected amplicon size of 200 bp (Uma
et al., 2016). The difference in amplicon size may be due to differences in the genetic composition of the cowpea genotypes and the differences in the inheritance of rust resistance in the genotypes (Uma
et al., 2011). Rust resistance in cowpea is generally controlled by recessive genes, dominance genes with additive effects, or polygenes located at different loci on the genome (Rangaiah, 1997; Uma and Salimath, 2004; Wu
et al., 2018). In line with the current work, the implication is that the cowpea genotypes may exhibit different resistance to cowpea rust isolate(s) as compared to rust isolate(s) infecting the genotypes from which VuUGM02, VuUGM08 and VuUGM19 SSR primers were developed (Uma
et al., 2016).
Presence of the SSR markers across the genome of 97% of the cowpea (Table 2) may suggest resistant genotypes of the crop. Except UCC-20 and UCC-226 (2.47%), all the RILs had the markers present which may be inherited. Cowpea genotypes (UCC-226, UCC-20 and IT04K-321-2) whose DNA were not amplified by the SSR primers may not have the rust resistance genes present. This indicates that the cowpea genotypes may have different levels of resistance to cowpea rust. The number and type of resistance genes in a genotype determine the degree of resistance by the genotype (Kourelis and van der Hoorn, 2018). The cowpea genotypes were characterised as resistant, moderately resistant and low resistant to rust based on presence of three, two and one SSR marker respectively. In contrast, genotypes that showed absence of the three SSR markers were characterised as rust susceptible. An inheritance study carried out by Rangaiah (1997) revealed two major genes associated with differences in rust resistance in cowpea genotypes.
Genetic relatedness in cowpea genotypes based on rust resistance
High allele frequency (average of 0.86) was observed among the cowpea genotypes (Table 3). However, the genetic variability and PIC were low with mean values of 0.24 and 0.21 respectively. Similar findings have been reported by Deshpande
et al., (2013) and Uma
et al., (2011). This may suggest that SSR aided polymorphism for rust resistance in cowpea is low and may be attributed to the low genetic diversity as well as the inherent tendency for self-pollination in cowpea (Chen
et al., 2017). Besides, the diversity of cowpea germplasm and the number of genotypes and SSR primers used in the study may probably account for the low values of genetic variability and PIC obtained in the study.
Pairwise linkage disequilibrium (LD) for rust resistance in cowpea genotypes
The study revealed significant (p < 0.05) LD between the markers at theoretical maxima (D’) of 47.74% (VuUGM02 and VuUGM08), 65.16% (VuUGM02 and VuUGM19) and 39.02% (VuUGM08 and VuUGM19) and regression values (r
2) > 0.078 (Table 4). These suggest that VuUGM02, VuUGM08 and VuUGM19 are tightly linked and closely associated with rust resistance in cowpea genotypes. These markers could be utilised in marker-assisted selection programmes on rust resistance in cowpea genotypes especially from diverse genetic backgrounds.
Phylogenetic analysis of cowpea genotypes based on rust resistance
In the current study, there was a lack of clear clustering pattern among the cowpea genotypes (Fig 2). Cowpea genotypes that showed rust resistance (presence of three markers) were found in Cluster III at dissimilarity coefficient of 18%. Clusters I, II and IV consisted of 9 cowpea genotypes each. Each cluster comprised genotypes that showed different resistances to rust. The low coefficient dissimilarity recorded in the cowpea genotypes further confirms that cowpea genotypes have low genetic diversity based on rust resistance. Similar observations have been made in the validation of SSR markers linked to Bean common mosaic virus (BCMV) resistance in cowpea genotypes (Manjunatha
et al., 2017). Absence of clear clustering pattern in rust-resistant and susceptible peanut (
Arachis hypogaea L.) genotypes using SSR markers linked to rust have also been indicated (Gajjar
et al., 2014). UCC-52 and UCC-226 were most divergent and serve as invaluable genotypes for cowpea improvement.