# Integrating natural variation through GWAS – genetics of drought and flood tolerance in grass pea reveal independent yet interconnected mechanisms

**Authors:** Matilde Sanches, Marnik Vuylsteke, Carmen Santos, Amna Mhamdi, Susana Araújo, Frank Van Breusegem, Maria Carlota Vaz Patto

PMC · DOI: 10.1186/s12870-026-08229-y · 2026-02-05

## TL;DR

This study explores the genetic basis of drought and flood tolerance in grass pea, revealing distinct yet partially overlapping mechanisms that could aid in breeding resilient crops.

## Contribution

The study identifies unique and shared genetic loci for drought and flood tolerance in grass pea using GWAS.

## Key findings

- 130 unique SNPs were associated with water stress responses in grass pea.
- Drought and flood tolerance mechanisms are largely independent but share some common pathways like redox regulation.
- The findings provide a resource for precision breeding of multi-stress tolerant grass pea.

## Abstract

Grass pea (Lathyrus sativus L.) is a grain legume of increasing importance in the Mediterranean region due to its outstanding tolerance to abiotic stresses such as salinity, heat, drought, and flooding, outperforming many other legume species. Despite established natural phenotypic variation in response to water-related stresses, the genetic basis of this resilience remains poorly understood, hindering precision breeding for single and combined stress tolerance. A genome-wide association study was conducted here to investigate the genetic architecture of water stress responses in grass pea. Previously, phenotypic data, including gas exchange, chlorophyll a fluorescence, photosynthetic pigments, leaf water status, and biomass partitioning traits, were assessed under well-watered, mild drought, and partial submergence conditions across 194 representative grass pea accessions worldwide. The data were associated with 5,651 single nucleotide polymorphisms (SNPs) using linear mixed models under a restricted maximum likelihood framework, incorporating population structure and the newly assembled L0007 genome. A total of 130 unique SNPs associated with at least one trait-treatment combination or with trait variation between stress and control conditions, providing a valuable resource for precision breeding of multi-stress tolerance in grass pea. The loci associated with drought and waterlogging were largely non-overlapping, suggesting distinct genetic bases for the two stress tolerances. However, some common mechanisms, such as redox regulation and carbohydrate metabolism, emerged among the identified candidate genes, highlighting some interconnectedness of biological pathways involved in grass pea responses to water stress.

The online version contains supplementary material available at 10.1186/s12870-026-08229-y.

Genotypic-phenotypic data associations suggest that the documented tolerance to water deficit and to waterlogging in grass pea is achieved through independent molecular mechanisms that might nevertheless overlap.

The online version contains supplementary material available at 10.1186/s12870-026-08229-y.

## Full-text entities

- **Genes:** NET1B (kinase interacting (KIP1-like) family protein) [NCBI Gene 827131] {aka DL3420W, FCAALL.305, Networked 1B}
- **Diseases:** drought (MESH:C536747), PC-3 (MESH:D015324), WD (MESH:D000069578), TDB (MESH:D015352), WW (MESH:C536693), hypoxia (MESH:D000860)
- **Chemicals:** proline (MESH:D011392), ABA (MESH:D000040), N6-methyladenosine (MESH:C010223), Ca2+ (-), raffinose (MESH:D011887), H2O2 (MESH:D006861), salt (MESH:D012492), sugar alcohol (MESH:D013402), sugar (MESH:D000073893), polysaccharides (MESH:D011134), ethylene (MESH:C036216), carbohydrate (MESH:D002241), carbon (MESH:D002244), chlorophyll (MESH:D002734), GSSG (MESH:D019803), carotenes (MESH:D002338), GSH (MESH:D005978), CO2 (MESH:D002245), water (MESH:D014867), ubiquinone (MESH:D014451), galactinol (MESH:C013536), lipid (MESH:D008055), NADH (MESH:D009243), xanthophylls (MESH:D024341), chlorophyll b (MESH:C037184), calcium (MESH:D002118), ROS (MESH:D017382), Auxin (MESH:D007210), flavonoids (MESH:D005419), Myo-inositol (MESH:D007294)
- **Species:** Medicago sativa (alfalfa, species) [taxon 3879], Powellomyces sp. EA (species) [taxon 252690], Solanum lycopersicum (tomato, species) [taxon 4081], Vigna unguiculata (cowpea, species) [taxon 3917], Medicago (medics, genus) [taxon 3877], Phaseolus vulgaris (common bean, species) [taxon 3885], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702], Glycine max (soybean, species) [taxon 3847], Cicer arietinum (chickpea, species) [taxon 3827], Zea mays (maize, species) [taxon 4577], Vicia faba (broad bean, species) [taxon 3906], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Nicotiana plumbaginifolia (curled-leaved tobacco, species) [taxon 4092], Lathyrus sativus (chickling vetch, species) [taxon 3860], Vigna radiata (mung bean, species) [taxon 157791]
- **Mutations:** S3553, S1286, S2977, S0154

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12973615/full.md

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Source: https://tomesphere.com/paper/PMC12973615