Javascript must be enabled to continue!
Genetic Diversity and Population Structure Analysis of Drought Tolerance in Walnut (Juglans regia L.) Using SSR Markers
View through CrossRef
Abstract
Walnut biodiversity represents a critical genetic resource for developing climate-resilient cultivars capable of withstanding increasing drought stress under changing environmental conditions. Understanding the genetic basis of drought tolerance mechanisms is essential for sustainable nut production and conservation of valuable genetic resources. This study investigated the genetic and physiological basis of drought tolerance in walnut (
Juglans regia
L.) saplings, providing crucial insights for breeding programs aimed at developing climate-resilient cultivars. A comprehensive analysis was conducted using 65 walnut samples collected from diverse geographic locations, employing SSR (simple sequence repeat) markers for genetic characterization combined with detailed morphological and physiological assessments under controlled drought stress conditions. Our findings revealed significant variability in drought stress responses among walnut saplings. Morphological and physiological traits exhibited substantial variation under drought stress, reflecting the genetic diversity present in natural populations. Population structure analysis performed using STRUCTURE software identified three distinct genetic clusters within the studied population, with varying degrees of admixture indicating complex evolutionary relationships and gene flow patterns across different populations. Some individuals showed strong affiliation to a single cluster, while others exhibited significant admixture patterns. Mixed Linear Model analysis identified significant marker-trait associations between SSR markers and drought tolerance traits. Multiple markers showed strong correlations with physiological parameters including chlorophyll content, leaf characteristics, and stress response indicators. Hierarchical clustering and phylogenetic analyses confirmed the genetic relationships among populations and revealed patterns consistent with geographic distribution and environmental adaptation. This research elucidates the genetic architecture underlying drought tolerance in walnuts and demonstrates the effectiveness of SSR markers for identifying drought-responsive genes. The identified marker-trait associations provide valuable tools for marker-assisted selection in breeding programs. Furthermore, the observed genetic diversity and its correlation with drought-related traits offer a foundation for developing more resilient walnut cultivars. These findings contribute to the conservation and utilization of walnut genetic resources while supporting the development of climate-adaptive breeding strategies for sustainable nut production under water-limited conditions.
Springer Science and Business Media LLC
Title: Genetic Diversity and Population Structure Analysis of Drought Tolerance in Walnut (Juglans regia L.) Using SSR Markers
Description:
Abstract
Walnut biodiversity represents a critical genetic resource for developing climate-resilient cultivars capable of withstanding increasing drought stress under changing environmental conditions.
Understanding the genetic basis of drought tolerance mechanisms is essential for sustainable nut production and conservation of valuable genetic resources.
This study investigated the genetic and physiological basis of drought tolerance in walnut (
Juglans regia
L.
) saplings, providing crucial insights for breeding programs aimed at developing climate-resilient cultivars.
A comprehensive analysis was conducted using 65 walnut samples collected from diverse geographic locations, employing SSR (simple sequence repeat) markers for genetic characterization combined with detailed morphological and physiological assessments under controlled drought stress conditions.
Our findings revealed significant variability in drought stress responses among walnut saplings.
Morphological and physiological traits exhibited substantial variation under drought stress, reflecting the genetic diversity present in natural populations.
Population structure analysis performed using STRUCTURE software identified three distinct genetic clusters within the studied population, with varying degrees of admixture indicating complex evolutionary relationships and gene flow patterns across different populations.
Some individuals showed strong affiliation to a single cluster, while others exhibited significant admixture patterns.
Mixed Linear Model analysis identified significant marker-trait associations between SSR markers and drought tolerance traits.
Multiple markers showed strong correlations with physiological parameters including chlorophyll content, leaf characteristics, and stress response indicators.
Hierarchical clustering and phylogenetic analyses confirmed the genetic relationships among populations and revealed patterns consistent with geographic distribution and environmental adaptation.
This research elucidates the genetic architecture underlying drought tolerance in walnuts and demonstrates the effectiveness of SSR markers for identifying drought-responsive genes.
The identified marker-trait associations provide valuable tools for marker-assisted selection in breeding programs.
Furthermore, the observed genetic diversity and its correlation with drought-related traits offer a foundation for developing more resilient walnut cultivars.
These findings contribute to the conservation and utilization of walnut genetic resources while supporting the development of climate-adaptive breeding strategies for sustainable nut production under water-limited conditions.
Related Results
Susceptibility of species of Juglans to pathovars of Xanthomonas campestris
Susceptibility of species of Juglans to pathovars of Xanthomonas campestris
SummaryBacterial blight is considered one of the most serious diseases affecting the genus Juglans. Artificial inoculations with Xanthomonas campestris pv. Juglandis were performed...
KEANEKARAGAMAN GENETIK KAPULASAN [NEPHELIUM RAMBOUTAN-AKE (LABILL.) LEENH.] DI JAWA BERDASARKAN MARKA SSR DAN ISSR
KEANEKARAGAMAN GENETIK KAPULASAN [NEPHELIUM RAMBOUTAN-AKE (LABILL.) LEENH.] DI JAWA BERDASARKAN MARKA SSR DAN ISSR
Nina Ratna Djuita, Alex Hartana, Tatik Chikmawati, Dorly. 2020. Genetic Diversity of Pulasan [Nephelium ramboutan-ake (Labill.) Leenh.] of Java Based on SSR and ISSR Markers. Flori...
De novo chromosome-level genome assembly of Chinese walnut (Juglans cathayensis Dode)
De novo chromosome-level genome assembly of Chinese walnut (Juglans cathayensis Dode)
Chinese walnut (Juglans cathayensis Dode), is a diploid, woody species
native to China. It has 16 chromosomes (2n =2x= 32), as do all members
of its genus and most members of its f...
Genome Wide SSR Development and Their Application in Genetic Diversity Analysis in Wax Gourd
Genome Wide SSR Development and Their Application in Genetic Diversity Analysis in Wax Gourd
Abstract
Background: Wax gourd (Benincasa hispida Cong., 2n=2x=24) is one of the most important winter vegetables of the Cucurbitaceae family. There are only limited marker...
Comparison of Flash Drought and Traditional Drought on Characteristics and Driving Forces in Xinjiang
Comparison of Flash Drought and Traditional Drought on Characteristics and Driving Forces in Xinjiang
In the context of climate warming, flash drought has become increasingly frequent, posing significant threats to agriculture, ecosystems, and the environment. Xinjiang, located in ...
Functional thresholds of plant resistance and recovery to drought
Functional thresholds of plant resistance and recovery to drought
<p>With ongoing climate change, the predicted increase in climate variability is likely to increase the intensity of extreme drought events. This could significantly ...
protocol v1
protocol v1
SSR and SRAP markers were applied to assess the genetic diversity and structure of four populations of sixty-four samples ofEmmenopterys henryi. 12 pairs of SRAP primers generated ...
First quantitative trait loci detected for bearing habit and nut quality traits in eastern black walnut (Juglans nigra L.)
First quantitative trait loci detected for bearing habit and nut quality traits in eastern black walnut (Juglans nigra L.)
Eastern black walnut (Juglans nigra L.) offers potential as an orchard nut crop throughout the Midwest and eastern parts of the US, where the species has a long history of use by i...

