Genome-wide association analysis of salinity responsive traits in Medicago truncatula.
Yun KangIvone Torres-JerezZewei AnVeronica GreveDavid HuhmanNicholas KromYuehua CuiMichael K UdvardiPublished in: Plant, cell & environment (2019)
Salinity stress is an important cause of crop yield loss in many parts of the world. Here, we performed genome-wide association studies of salinity-stress responsive traits in 132 HapMap genotypes of the model legume Medicago truncatula. Plants grown in soil were subjected to a step-wise increase in NaCl concentration, from 0 through 0.5% and 1.0% to 1.5%, and the following traits were measured: vigor, shoot biomass, shoot water content, leaf chlorophyll content, leaf size, and leaf and root concentrations of proline and major ions (Na+ , Cl- , K+ , Ca2+ , etc.). Genome-wide association studies were carried out using 2.5 million single nucleotide polymorphisms, and 12 genomic regions associated with at least four traits each were identified. Transcript-level analysis of the top eight candidate genes in five extreme genotypes revealed association between salinity tolerance and transcript-level changes for seven of the genes, encoding a vacuolar H+ -ATPase, two transcription factors, two proteins involved in vesicle trafficking, one peroxidase, and a protein of unknown function. Earlier functional studies on putative orthologues of two of the top eight genes (a vacuolar H+ -ATPase and a peroxidase) demonstrated their involvement in plant salinity tolerance.
Keyphrases
- genome wide association
- genome wide
- microbial community
- case control
- dna methylation
- climate change
- copy number
- hydrogen peroxide
- cancer therapy
- genome wide identification
- single cell
- nitric oxide
- gene expression
- quantum dots
- wastewater treatment
- bioinformatics analysis
- plant growth
- stress induced
- amino acid
- protein protein
- aqueous solution