Scientific Reports (Jun 2022)

Selecting putative drought-tolerance markers in two contrasting soybeans

  • Laila Toum,
  • Lucia Sandra Perez-Borroto,
  • Andrea Natalia Peña-Malavera,
  • Catalina Luque,
  • Bjorn Welin,
  • Ariel Berenstein,
  • Darío Fernández Do Porto,
  • Adrian Vojnov,
  • Atilio Pedro Castagnaro,
  • Esteban Mariano Pardo

DOI
https://doi.org/10.1038/s41598-022-14334-3
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 17

Abstract

Read online

Abstract Identifying high-yield genotypes under low water availability is essential for soybean climate-smart breeding. However, a major bottleneck lies in phenotyping, particularly in selecting cost-efficient markers associated with stress tolerance and yield stabilization. Here, we conducted in-depth phenotyping experiments in two soybean genotypes with contrasting drought tolerance, MUNASQA (tolerant) and TJ2049 (susceptible), to better understand soybean stress physiology and identify/statistically validate drought-tolerance and yield-stabilization traits as potential breeding markers. Firstly, at the critical reproductive stage (R5), the molecular differences between the genotype’s responses to mild water deficit were explored through massive analysis of cDNA ends (MACE)-transcriptomic and gene ontology. MUNASQA transcriptional profile, compared to TJ2049, revealed significant differences when responding to drought. Next, both genotypes were phenotyped under mild water deficit, imposed in vegetative (V3) and R5 stages, by evaluating 22 stress-response, growth, and water-use markers, which were subsequently correlated between phenological stages and with yield. Several markers showed high consistency, independent of the phenological stage, demonstrating the effectiveness of the phenotyping methodology and its possible use for early selection. Finally, these markers were classified and selected according to their cost-feasibility, statistical weight, and correlation with yield. Here, pubescence, stomatal density, and canopy temperature depression emerged as promising breeding markers for the early selection of drought-tolerant soybeans.