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Mapping phenotypic performance and novel SNPs for cold tolerance in tomato (Solanum lycopersicum) genotypes through GWAS and population genetics

Authors :
Labiba Riyaz Shah
Nazeer Ahmed
Khursheed Hussain
Sheikh Mansoor
Tamana Khan
Imran Khan
Sumati Narayan
Baseerat Afroza
Imtiyaz Murtaza
Asif Bashir Shikari
Basharat Bhat
Khalid Z. Masoodi
Source :
BMC Genomic Data, Vol 25, Iss 1, Pp 1-23 (2024)
Publication Year :
2024
Publisher :
BMC, 2024.

Abstract

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.

Details

Language :
English
ISSN :
27306844
Volume :
25
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Genomic Data
Publication Type :
Academic Journal
Accession number :
edsdoj.0e7cd1260f1d4d1189bf78bd5f4c12b1
Document Type :
article
Full Text :
https://doi.org/10.1186/s12863-024-01190-5