ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2014
QTL analysis of frost damage in pea suggests different mechanisms involved in frost tolerance.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 78 citations in OpenAlex.
- Genetic and molecular breeding perspectives on developing abiotic stress tolerant pea (Frontiers in plant science · 2026Review
- Association genetics and genomic prediction for resistance to root rot in a diverse collection of Pisum sativum L.BMC plant biology · 2025Article
- Harnessing historical genebank data to accelerate pea breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Genomic Selection for Pea Grain Yield and Protein Content in Italian Environments for Target and Non-Target Genetic Bases.International journal of molecular sciences · 2025Article
- Association study of crude seed protein and fat concentration in a USDA pea diversity panel.The plant genome · 2025Article
- Article
- Genomic prediction and allele mining of agronomic and morphological traits in pea (Frontiers in plant science · 2023Article
- Low Temperature Stress Tolerance: An Insight Into the Omics Approaches for Legume Crops.Frontiers in plant science · 2022Review
- A QTL approach in faba bean highlights the conservation of genetic control of frost tolerance among legume species.Frontiers in plant science · 2022Article
- Unraveling the Genetic Basis of Key Agronomic Traits of Wrinkled Vining Pea (Frontiers in plant science · 2022Article
- Genomics Associated Interventions for Heat Stress Tolerance in Cool Season Adapted Grain Legumes.International journal of molecular sciences · 2021Review
- Omics resources and omics-enabled approaches for achieving high productivity and improved quality in pea (Pisum sativum L.).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Review
- Pea Grain Protein Content Across Italian Environments: Genetic Relationship With Grain Yield, and Opportunities for Genome-Enabled Selection for Protein Yield.Frontiers in plant science · 2021Article
- Molecular Markers Improve Abiotic Stress Tolerance in Crops: A Review.Plants (Basel, Switzerland) · 2020Review
- Meta-analysis of QTL reveals the genetic control of yield-related traits and seed protein content in pea.Scientific reports · 2020Article
- Genome-wide association study identifies favorable SNP alleles and candidate genes for frost tolerance in pea.BMC genomics · 2020Article
- Genome-Wide Association Mapping for Heat Stress Responsive Traits in Field Pea.International journal of molecular sciences · 2020Article
- Physiology Based Approaches for Breeding of Next-Generation Food Legumes.Plants (Basel, Switzerland) · 2018Review
- Patterns of Genetic Structure and Linkage Disequilibrium in a Large Collection of Pea Germplasm.G3 (Bethesda, Md.) · 2017Article
- Marker-trait association analysis of frost tolerance of 672 worldwide pea (Pisum sativum L.) collections.Scientific reports · 2017Article
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Authors and funding
11 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
key messageAvoidance mechanisms and intrinsic resistance are complementary strategies to improve winter frost tolerance and yield potential in field pea. The development of the winter pea crop represents a major challenge to expand plant protein production in temperate areas. Breeding winter cultivars requires the combination of freezing tolerance as well as high seed productivity and quality. In this context, we investigated the genetic determinism of winter frost tolerance and assessed its genetic relationship with yield and developmental traits. Using a newly identified source of frost resistance, we developed a population of recombinant inbred lines and evaluated it in six environments in Dijon and Clermont-Ferrand between 2005 and 2010. We developed a genetic map comprising 679 markers distributed over seven linkage groups and covering 947.1 cM. One hundred sixty-one quantitative trait loci (QTL) explaining 9-71 % of the phenotypic variation were detected across the six environments for all traits measured. Two clusters of QTL mapped on the linkage groups III and one cluster on LGVI reveal the genetic links between phenology, morphology, yield-related traits and frost tolerance in winter pea. QTL clusters on LGIII highlighted major developmental gene loci (Hr and Le) and the QTL cluster on LGVI explained up to 71 % of the winter frost damage variation. This suggests that a specific architecture and flowering ideotype defines frost tolerance in winter pea. However, two consistent frost tolerance QTL on LGV were independent of phenology and morphology traits, showing that different protective mechanisms are involved in frost tolerance. Finally, these results suggest that frost tolerance can be bred independently to seed productivity and quality.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.