Abstract:
Drought is the primary cause of crop yield loss among abiotic factorsaround the world. It is a
major problem in Ethiopia, leading to food shortages and is a challenge for small-holder
farmers to produce enough sorghum grain when rainfall is low and erratic. Improvement of
the crop for drought tolerance related traits requires studying the genetics of the
traits.Therefore, the objectives of this study were to assessthe genetic variability among
sorghum genotypes for drought tolerance related traits, and identify genomic regions
associated with drought related traits. A total of 945 sorghum genotypes collected from
different geographic regions were evaluated in an alpha-latticedesign with two replications in
2018/19 main cropping season at Miesso (Eastern Ethiopia). Analysis of variance showed
that there was highly significant difference (p<0.01) among the genotypes for all the
traits.Genotypic coefficient of variation (GCV) ranged from 4.27% to 52.96%, and phenotypic
coefficient of variation ranged from 5.53% to 31.53%. Heritability ranged from 54.75% to
88.9% and genetic advance as a percent of mean (GAM) ranged from 6.78% to 102.87%.
Among the traits with high GCV and heritability estimates, panicle length and width, leaf
area and number oftillers per plant were in conjunction with higher values of GAM. This
indicates that, these traits are controlled by additive genetic factors and less environmental
influence. A total of 692 genotypes (73.62%) assigned to either one of the 5 subpopulationswith the admixture coefficient value >60%, while the remaining 248 genotypes
(26.38%) were categorized as admixtures. A total of 91 significant (p ≤ 5.21E-5) marker-trait
associations were detected for 17 traits, explaining 6.32% to 36.82% of the phenotypic
variations and 11 markers, out of 91 were found to be associated with more than one trait.
The results of this study showed the existence of genetic variability in the studied genotypes
and indicates the presence of opportunity to select a number of promising parental lines with
desirable traits related to drought tolerance. The identified genomic regions cloudbe
transferred to high yielding but drought susceptible varieties through marker-assisted breeding
after a proper validation
