Wheat drought tolerance is a complex trait governed by multiple genetic loci known as quantitative trait loci (QTLs), as well as by environmental factors and their interactions. Study of wheat drought tolerance genetics entails examining both phenotypic (observable characteristics) and genotypic (genetic makeup) data to pinpoint chromosomal regions that harbor the pertinent loci (
Figure 3). However, the identification of QTLs for drought tolerance is challenging due to the large size of the wheat genome, the numerous genes affecting drought resistance, epistatic QTL interactions, and the instability of certain QTLs [
131,
132,
133,
134]. To address these challenges, researchers have adopted diverse approaches, encompassing studies conducted under various environmental conditions to identify loci connected with drought stress tolerance in wheat [
135,
136], utilization of different types of bi-parental populations [
137,
138,
139], and the implementation of a wide array of DNA molecular markers [
137,
140]. To reveal genomic regions governing wheat drought tolerance, various methodologies have been applied encompassing genome-wide association studies (GWAS) and QTL mapping. In addition, association mapping has been used to assess genetic diversity among wheat genotypes from different geographic regions [
141,
142]. Recent research using simple sequence repeat (SSR) markers has revealed the genetic diversity among a population of 117 modern wheat varieties (T. aestivum) from Bulgaria and several Western, Central and Eastern European countries. In this study, several drought-tolerant Bulgarian cultivars are grouped together, forming a branch within one of the sub-clusters linked with drought stress tolerance, thus highlighting their unique genetic makeup in relation to drought tolerance [
143]. Furthermore, genomic regions related to drought tolerance-related traits have been successfully detected through QTL mapping [
81,
144]. Most mapping studies in wheat have primarily focused on identifying QTLs responsible for the final yield components under drought stress conditions. These studies have successfully pinpointed major genomic regions on chromosomes 1B, 2B, 3B, 7B, 4A, 5A, 1D, and 7D that control various productivity traits, such as grain yield, kernel number per spike, thousand-kernel weight, heading time, among others. The genomic regions have also shown associations with QTLs related to drought-adaptive traits, which suggest their importance in conferring wheat drought tolerance [
145,
146,
147]. It is noteworthy that that some QTLs may have pleiotropic effects, meaning they can simultaneously influence multiple agronomic traits in either a synergistic or antagonistic manner. Additionally, the same QTLs can exhibit neutral effects on these traits in different environmental conditions. QTLs with pleiotropic effects on agronomic traits have been identified on chromosomes 1B, 4B, 5A, 4A, 7A, 2D, 3D, 5D, and 6D [
148,
149,
150,
151,
152]. Later, the identification of QTLs associated with morphological and physiological traits linked to wheat drought tolerance has become a priority area of research. This shift in focus is driven by the belief that indirect selection based on these traits can be more efficient than direct selection for higher yield, and provide a better understanding of the drought impacts at different growth stages [
3]. Using microsatellite markers, Malik et al. [
153] effectively mapped QTLs related to photosynthesis, cell membrane stability, and RWC on chromosome 2A, reporting their connection with the plant developmental stage. During the early stages (earing), marker-trait associations have been detected on chromosomes 1B, 4B, 5B, and 7A, while in the later stages (maturing), they have been observed on chromosomes 1B, 2A, 3D, 4B, 5B, and 6D. Another study confirmed the critical role of chromosome 2A in conferring drought-tolerant status to wheat plants. The researchers identified candidate genes associated with hormonal signaling pathways mediated by gibberellic, jasmonic, abscisic, salicylic acids and ethylene [
154]. Moreover, ABA responsiveness at the seedling stage has been reported on chromosomes 1B, 2A, 3A, 5A, 6D, and 7B [
155,
156].
The seedling stage plays a key role for drought tolerance, as it greatly impacts all subsequent growth stages and, ultimately, the grain yield. Several studies have been dedicated to exploring genetic variations during the seedling stage, leading to the identification of numerous QTLs with varying effects on seedling traits. These QTLs have been mapped to specific chromosomes, namely 1B, 1D, 2B, 3A, 3B, 3D, 4A, 6A, 6B, 6D, 7A, and 7B [
157]. Further analysis of these QTLs has has shed light on a specific region on chromosome 7B, which is linked to drought susceptibility. Gene annotation analysis by Ahmed et al. [
157] has revealed the presence of gene clusters within this region that encode for ubiquitin-associated (UBA)-like superfamily proteins, which act as negative regulators of drought stress responses. In addition to the above findings, several other studies have identified QTLs related to shoot dry weight, number of culms, plant height, root dry weight, root volume, root length, root surface area, and the number of root forks and tips. Kocheva et al. [
158] observed improved adaptation to drought stress in wheat seedlings carrying Rht-B1 alleles. Further analysis has revealed that one of the QTLs on chromosome 4B corresponds to the Rht-B1 locus, which substantially influences shoot and root traits [
159]. Recently, Schierenbeck et al. [
160] conducted an association analysis to identify quantitative trait nucleotides (QTNs) influencing drought tolerance traits during the seedling stage. They discovered 70 stable QTNs across 17 chromosomes, with eight of them specifically located on chromosomes 1B, 2A, 2B, 2D, 4B, 7A, and 7B, all related to multiple seedling growth-related traits.