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Mapping Phenotypic Performance and Novel SNPs for Cold Tolerance in Tomato (Solanum Lycopersicum) Genotypes Through GWAS and Population Genetics

Overview
Journal BMC Genom Data
Publisher Biomed Central
Specialty Genetics
Date 2024 Jan 27
PMID 38281048
Authors
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Abstract

The cold stress susceptibility of tomato (Solanum lycopersicum) curtails its cultivation, with significant impact in temperate regions and on cropping seasons. To unravel genomic regions responsible for cold stress resilience, a diverse set of fifty genotypes encompassing cultivated, wild species, and landraces were genotyped using genotyping-by-sequencing. Over two years and six trials employing both early and late sowing, these lines were evaluated. Illumina-based next-generation sequencing produced up to 3 million reads per sample from individually sequenced library pools. The Tassel pipeline yielded 10,802 variants, subsequently filtered to 3,854 SNPs for genome-wide association analysis (GWAS). Employing clustering methods (population structure) via TASSEL, SNPhylo, and Kinship matrix, the fifty genotypes clustered into four distinct gene pools. The GWAS for cold tolerance in tomato integrated key traits including yield. Using six independent phenotypic datasets representing various environments, the study identified 4,517 significant marker-trait associations for cold tolerance traits. Notably, pivotal variations (> 10%) in cold stress tolerance, particularly proline content, were linked to marker-trait associations. Additionally, 5,727 significant marker-trait associations for yield and yield-related traits were unveiled, shedding light on fruit yield and directly associated attributes. The investigation pinpointed 685 candidate genes across all examined traits, including 60 genes associated with biological processes within these genomic regions. Remarkably, 7 out of the 60 genes were directly linked to abiotic stress tolerance, functioning as stress-responsive genes either directly or indirectly. The identified genes, particularly those associated with stress response, could hold the key to enhancing cold tolerance and overall crop productivity in tomato cultivation.

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References
1.
Stockinger E, Gilmour S, Thomashow M . Arabidopsis thaliana CBF1 encodes an AP2 domain-containing transcriptional activator that binds to the C-repeat/DRE, a cis-acting DNA regulatory element that stimulates transcription in response to low temperature and water deficit. Proc Natl Acad Sci U S A. 1997; 94(3):1035-40. PMC: 19635. DOI: 10.1073/pnas.94.3.1035. View

2.
Kuroda H, Takahashi N, Shimada H, Seki M, Shinozaki K, Matsui M . Classification and expression analysis of Arabidopsis F-box-containing protein genes. Plant Cell Physiol. 2002; 43(10):1073-85. DOI: 10.1093/pcp/pcf151. View

3.
Diouf I, Derivot L, Bitton F, Pascual L, Causse M . Water Deficit and Salinity Stress Reveal Many Specific QTL for Plant Growth and Fruit Quality Traits in Tomato. Front Plant Sci. 2018; 9:279. PMC: 5845638. DOI: 10.3389/fpls.2018.00279. View

4.
Schertl P, Danne L, Braun H . 3-Hydroxyisobutyrate Dehydrogenase Is Involved in Both, Valine and Isoleucine Degradation in . Plant Physiol. 2017; 175(1):51-61. PMC: 5580760. DOI: 10.1104/pp.17.00649. View

5.
Yamaguchi-Shinozaki K, Shinozaki K . Transcriptional regulatory networks in cellular responses and tolerance to dehydration and cold stresses. Annu Rev Plant Biol. 2006; 57:781-803. DOI: 10.1146/annurev.arplant.57.032905.105444. View