ArticleFrontiers in plant science2017
Identification of Single-Nucleotide Polymorphic Loci Associated with Biomass Yield under Water Deficit in Alfalfa (
Article in Frontiers in plant science, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 45 citations in OpenAlex.
- Genome-Wide Association and Genomic Prediction of Alfalfa (International journal of molecular sciences · 2025Article
- Article
- Pearl millet a promising fodder crop for changing climate: a review.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Review
- A genome-wide association study reveals novel loci and candidate genes associated with plant height variation in Medicago sativa.BMC plant biology · 2024Article
- Alfalfa genomic selection for different stress-prone growing regions.The plant genome · 2022Article
- Toxicity analysis of TNT to alfalfa's mineral nutrition and secondary metabolism.Plant cell reports · 2022Article
- Validation of DNA marker-assisted selection for forage biomass productivity under deficit irrigation in alfalfa.The plant genome · 2022Article
- Genome Assembly of Alfalfa Cultivar Zhongmu-4 and Identification of SNPs Associated with Agronomic Traits.Genomics, proteomics & bioinformatics · 2022Article
- Identification of QTL and candidate genes associated with biomass yield and Feed Quality in response to water deficit in alfalfa (Frontiers in plant science · 2022Article
- Identification of genetic loci associated with forage quality in response to water deficit in autotetraploid alfalfa (Medicago sativa L.).BMC plant biology · 2020Article
- High-density linkage map construction and mapping QTL for yield and yield components in autotetraploid alfalfa using RAD-seq.BMC plant biology · 2019Article
- Genetic Loci Associated with Salt Tolerance in Advanced Breeding Populations of Tetraploid Alfalfa Using Genome-Wide Association Studies.The plant genome · 2019Article
- Harnessing the Potential of Forage Legumes, Alfalfa, Soybean, and Cowpea for Sustainable Agriculture and Global Food Security.Frontiers in plant science · 2018Review
- Ectopic Expression ofFrontiers in plant science · 2018Article
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1 author at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Alfalfa is a worldwide grown forage crop and is important due to its high biomass production and nutritional value. However, the production of alfalfa is challenged by adverse environmental factors such as drought and other stresses. Developing drought resistance alfalfa is an important breeding target for enhancing alfalfa productivity in arid and semi-arid regions. In the present study, we used genotyping-by-sequencing and genome-wide association to identify marker loci associated with biomass yield under drought in the field in a panel of diverse germplasm of alfalfa. A total of 28 markers at 22 genetic loci were associated with yield under water deficit, whereas only four markers associated with the same trait under well-watered condition. Comparisons of marker-trait associations between water deficit and well-watered conditions showed non-similarity except one. Most of the markers were identical across harvest periods within the treatment, although different levels of significance were found among the three harvests. The loci associated with biomass yield under water deficit located throughout all chromosomes in the alfalfa genome agreed with previous reports. Our results suggest that biomass yield under drought is a complex quantitative trait with polygenic inheritance and may involve a different mechanism compared to that of non-stress. BLAST searches of the flanking sequences of the associated loci against DNA databases revealed several stress-responsive genes linked to the drought resistance loci, including leucine-rich repeat receptor-like kinase, B3 DNA-binding domain protein, translation initiation factor IF2, and phospholipase-like protein. With further investigation, those markers closely linked to drought resistance can be used for MAS to accelerate the development of new alfalfa cultivars with improved resistance to drought and other abiotic stresses.
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