ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2011
QTL analysis of seed germination and pre-emergence growth at extreme temperatures in Medicago truncatula.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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21 citing papers in PubMed, 73 citations in OpenAlex.
- Genome assembly of Medicago truncatula accession SA27063 provides insight into spring black stem and leaf spot disease resistance.BMC genomics · 2024Article
- Review
- The ecology and quantitative genetics of seed and seedling traits in upland and lowland ecotypes of a perennial grass.Evolution letters · 2022Article
- Genome-Wide Comprehensive Analysis of theInternational journal of molecular sciences · 2021Article
- Divergent Selection for Seed Ability to Germinate at Extreme Temperatures in Perennial Ryegrass (Frontiers in plant science · 2021Article
- High-throughput phenotyping to dissect genotypic differences in safflower for drought tolerance.PloS one · 2021Article
- Physical Dormancy Release inPlants (Basel, Switzerland) · 2020Article
- Whole-genome resequencing-based QTL-seq identified candidate genes and molecular markers for fresh seed dormancy in groundnut.Plant biotechnology journal · 2020Article
- High throughput phenotyping dataset related to seed and seedling traits of sugar beet genotypes.Data in brief · 2020Article
- Exogenous Calcium Alleviates Nocturnal Chilling-Induced Feedback Inhibition of Photosynthesis by Improving Sink Demand in Peanut (Frontiers in plant science · 2020Article
- The History of Domestication and Selection of Lucerne: A New Perspective From the Genetic Diversity for Seed Germination in Response to Temperature and Scarification.Frontiers in plant science · 2020Article
- Supplementary Calcium Restores Peanut (Frontiers in plant science · 2019Article
- Field-Based High-Throughput Phenotyping for Maize Plant Using 3D LiDAR Point Cloud Generated With a "Phenomobile".Frontiers in plant science · 2019Article
- Genome-Wide Association Study Identifies Loci for Salt Tolerance during Germination in Autotetraploid Alfalfa (Medicago sativa L.) Using Genotyping-by-Sequencing.Frontiers in plant science · 2016Article
- A review of imaging techniques for plant phenotyping.Sensors (Basel, Switzerland) · 2014Review
- Phenotypic analysis of the Arabidopsis heat stress response during germination and early seedling development.Plant methods · 2014Article
- Article
- qLTG-9, a stable quantitative trait locus for low-temperature germination in rice (Oryza sativa L.).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2013Article
- Using a physiological framework for improving the detection of quantitative trait loci related to nitrogen nutrition in Medicago truncatula.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2012Article
- Simulating the impact of genetic diversity of Medicago truncatula on germination and emergence using a crop emergence model for ideotype breeding.Annals of botany · 2011Article
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Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Enhancing the knowledge on the genetic basis of germination and heterotrophic growth at extreme temperatures is of major importance for improving crop establishment. A quantitative trait loci (QTL) analysis was carried out at sub- and supra-optimal temperatures at these early stages in the model Legume Medicago truncatula. On the basis of an ecophysiological model framework, two populations of recombinant inbred lines were chosen for the contrasting behaviours of parental lines: LR5 at sub-optimal temperatures (5 or 10°C) and LR4 at a supra-optimal temperature (20°C). Seed masses were measured in all lines. For LR5, germination rates and hypocotyl growth were measured by hand, whereas for LR4, imbibition and germination rates as well as early embryonic axis growth were measured using an automated image capture and analysis device. QTLs were found for all traits. The phenotyping framework we defined for measuring variables, distinguished stages and enabled identification of distinct QTLs for seed mass (chromosomes 1, 5, 7 and 8), imbibition (chromosome 4), germination (chromosomes 3, 5, 7 and 8) and heterotrophic growth (chromosomes 1, 2, 3 and 8). The three QTL identified for hypocotyl length at sub-optimal temperature explained the largest part of the phenotypic variation (60% together). One digenic interaction was found for hypocotyl width at sub-optimal temperature and the loci involved were linked to additive QTLs for hypocotyl elongation at low temperature. Together with working on a model plant, this approach facilitated the identification of genes specific to each stage that could provide reliable markers for assisting selection and improving crop establishment. With this aim in view, an initial set of putative candidate genes was identified in the light of the role of abscissic acid/gibberellin balance in regulating germination at high temperatures (e.g. ABI4, ABI5), the molecular cascade in response to cold stress (e.g. CBF1, ICE1) and hypotheses on changes in cell elongation (e.g. GASA1, AtEXPA11) with changes in temperatures based on studies at the whole plant scale.
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