» Articles » PMID: 39840352

Analysis of Quantitative Trait Loci and Candidate Gene Exploration Associated with Cold Tolerance in Rice ( L.) During the Seedling Stage

Overview
Journal Front Plant Sci
Date 2025 Jan 22
PMID 39840352
Authors
Affiliations
Soon will be listed here.
Abstract

Cold stress during the seedling stage significantly threatens rice ( L.) production, specifically in temperate climates. This study aimed to identify quantitative trait loci (QTLs) associated with cold tolerance at the seedling stage. QTL analysis was conducted on a doubled haploid (DH) population derived from a cross between the cold-sensitive cultivar 93-11 and the cold-tolerant cultivar Milyang352. Phenotypic analysis was conducted over 2 years (2022-2023) under cold water treatment (13°C) at the Chuncheon Substation, South Korea. Cold tolerance scores were used to classify the DH populations and parental lines. In 2022, three QTLs were identified on chromosomes 3, 10, and 11; in 2023, a single QTL was identified on chromosome 10. The QTL on chromosome 10 was consistently observed across both years, explaining up to 16.06% and 40.55% of the phenotypic variance, respectively. Fine-mapping of narrowed the candidate region to a 300-kb interval containing 44 polymorphic single-nucleotide polymorphisms. Among the candidate genes, was significantly expressed in the cold-tolerant parent Milyang352 under cold stress, indicating its role in conferring cold tolerance. These findings offer valuable insights into the genetic mechanisms of cold tolerance and highlight as a potential target for marker-assisted selection in rice breeding programs to enhance cold tolerance.

References
1.
Kumar S, Stecher G, Li M, Knyaz C, Tamura K . MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms. Mol Biol Evol. 2018; 35(6):1547-1549. PMC: 5967553. DOI: 10.1093/molbev/msy096. View

2.
Andaya V, Mackill D . QTLs conferring cold tolerance at the booting stage of rice using recombinant inbred lines from a japonica x indica cross. Theor Appl Genet. 2003; 106(6):1084-90. DOI: 10.1007/s00122-002-1126-7. View

3.
Huang W, Liu H, Wang T, Zhang T, Kuang J, Luo Y . Tonicity-responsive microRNAs contribute to the maximal induction of osmoregulatory transcription factor OREBP in response to high-NaCl hypertonicity. Nucleic Acids Res. 2010; 39(2):475-85. PMC: 3025551. DOI: 10.1093/nar/gkq818. View

3.
Han B, Ma X, Cui D, Wang Y, Geng L, Cao G . Comprehensive Evaluation and Analysis of the Mechanism of Cold Tolerance Based on the Transcriptome of Weedy Rice Seedlings. Rice (N Y). 2020; 13(1):12. PMC: 7018935. DOI: 10.1186/s12284-019-0363-1. View

4.
Dasgupta P, Das A, Datta S, Banerjee I, Tripathy S, Chaudhuri S . Understanding the early cold response mechanism in IR64 indica rice variety through comparative transcriptome analysis. BMC Genomics. 2020; 21(1):425. PMC: 7315535. DOI: 10.1186/s12864-020-06841-2. View