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Genetic architecture of node-specific leaf length and candidate gene identification in maize revealed by a temperate–tropical multiparental population

Haoran Lyu, Fuyan Jiang, Yuxiang Luo, Ranjan K. Shaw and 2 more

BMC Plant Biology | Aug 4, 2026

Abstract

Abstract

Abstract Background Optimizing leaf morphology is essential for improving maize plant architecture, plant density tolerance, and yield. Leaf length is a key agronomic trait controlled by complex genetic mechanisms. In this study, upper leaf length (ULL), ear leaf length (ELL) and lower leaf length (DLL) were evaluated across two environments using a multiparent RIL population derived from crosses between the temperate inbred line Ye107 and three tropical inbred lines. Combined with high-density GBS markers, genome-wide association study (GWAS) and QTL mapping were integrated to dissect the genetic basis of leaf length. Results Leaf length traits exhibited high heritability (54.85%–76.85%). A total of 133 significant SNPs were identified by GWAS, and 13 candidate regions were detected by QTL localization, among which ql1-17 explained 12.10% of the phenotypic variation. Joint analysis revealed multiple colocalized regions on chromosomes 1, 6 and 8, resulting in the identification of three key candidate genes ZmHUA2 (Zm00001d029223) , ZmCAMTA5 (Zm00001d025235) , and ZmPAT16 (Zm00001d038367) . Haplotype and qRT-PCR analyses showed that favorable haplotypes from tropical parents significantly increased leaf length, and these genes exhibited high expression specificity in the leaf elongation region. Conclusions This study elucidates the complex genetic architecture of leaf length in temperate × tropical hybrid populations. Through integrated analyses, we identified key genomic loci and prioritized three candidate genes, particularly ZmHUA2 (Zm00001d029223) and ZmCAMTA5 (Zm00001d025235) . These findings provide valuable genomic resources and favorable alleles for marker-assisted selection, establishing a robust theoretical and practical foundation for maize ideotype breeding aimed at optimizing leaf morphology to enhance yield potential under high-density planting conditions.

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Haoran Lyu

first | Yunnan University

Fuyan Jiang

middle | Yunnan Academy of Agricultural Sciences

Yuxiang Luo

middle | Yunnan University

Ranjan K. Shaw

middle | Yunnan Academy of Agricultural Sciences | ORCID 0000-0003-2924-4511

Guohong Wang

middle | Yunnan Academy of Agricultural Sciences

Xingming Fan

last | Yunnan Academy of Agricultural Sciences

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Citation

BibTeX

@article{Lyu2026Genetic,
  title = {Genetic architecture of node-specific leaf length and candidate gene identification in maize revealed by a temperate–tropical multiparental population},
  author = {Haoran Lyu and Fuyan Jiang and Yuxiang Luo and Ranjan K. Shaw and Guohong Wang and Xingming Fan},
  journal = {BMC Plant Biology},
  year = {2026},
  doi = {10.1186/s12870-026-09606-3},
  url = {https://doi.org/10.1186/s12870-026-09606-3}
}

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