Understanding how maize (Zea mays L.) responds to cold stress is crucial for facilitating breeding programs of cold-tolerant varieties. Despite the extensive utilization of the genome-wide association study (GWAS) approach in exploring favorable natural alleles associated with maize cold tolerance, there are few reports that have successfully identified the candidate genes contributing to maize cold tolerance. In this study, by employing a diverse panel of maize inbred lines collected from different germplasm sources, we conducted a GWAS on the variation of the relative injured area of maize true leaves during cold stress-a trait most closely correlated with maize cold tolerance-and identified HSF21, encoding a B-class heat shock transcription factor, which positively regulates cold tolerance at both seedling and germination stages. The natural variations within the promoter of the cold-tolerant HSF21
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