TY - JA AU - Peng Ma AU - Hua Zhang AU - Hongxia Shui AU - Xuecai Zhang AU - Xiuquan Wang AU - Shibin Gao AU - Haiying Zhang AU - Zhi Nie AU - Chunyan Qing AU - Tingqi Lu AU - Qihua Pang AU - Wenzheng Pei AU - Hongmei Chen AU - Chenyan He AU - Bowen Luo AU - Dan He TI - Unveiling the heterosis pattern of modern maize breeding in Southwest China through population structure and genetic diversity analysis SN - 1471-2229 PY - 2025/// CY - United Kingdom PB - BioMed Central Ltd,, KW - Maize KW - AGROVOC KW - Breeding KW - Single nucleotide polymorphisms KW - Combining ability KW - Heterosis KW - Genetic diversity (resource) KW - China N1 - Peer review; Open Access N2 - Maize (Zea mays L.) is an important food crop throughout the world and is also one of the earliest crops to use heterosis. In this study, we evaluated the genetic diversity, population structure, and selective sweep of 100 elite inbred maize lines collected from the current breeding program in Sichuan province, Southwest China, using 5,261,175 high-quality single nucleotide polymorphisms (SNPs). We discovered an abundance of genetic diversities and classified them into four groups. By combining kinship relationships, these groups were further divided into Tropic-local A, Improved-tropic, Tropic-local B, and Improved-local. Genomic differentiation was assessed using Fst values (0.21-0.44) as well as genetic diversity (pi = 6.07 x 10-4 - 6.61 x 10-4). We generated 900 (90 x 10) hybrids using 90 and 10 inbred maize lines from 100 diverse maize germplasms. All hybrids were evaluated for 10 traits in three replicate tests across two locations. We found that the patterns of G1 x G3, G1 x G4, G2 x G3, and G3 x G4 exhibited significant heterosis in yield-related traits and have been used in commercial breeding. In addition, we also explored the relationship between 10 traits of hybrid offspring and the number of heterozygous SNP. Under most heterosis modes, the best linear unbiased estimation (BLUE) value of the trait was highly consistent with the trend of deleterious SNPs, but there was a deviation in the G1 x G3 mode. Taken together, the results provide insight into the utilization of the current maize germplasm in Sichuan province to improve hybrid breeding UR - https://hdl.handle.net/10883/35634 DO - https://doi.org/10.1186/s12870-025-06498-7 T2 - BMC Plant Biology ER -