Genome-wide association study uncovers new genetic loci and candidate genes underlying seed chilling-germination in maize

PeerJ. 2021 Jun 28:9:e11707. doi: 10.7717/peerj.11707. eCollection 2021.

Abstract

As one of the major crops, maize (Zea mays L.) is mainly distributed in tropical and temperate regions. However, with the changes of the environments, chilling stress has become a significantly abiotic stress affecting seed germination and thus the reproductive and biomass accumulation of maize. Herein, we investigated five seed germination-related phenotypes among 300 inbred lines under low-temperature condition (10 °C). By combining 43,943 single nucleotide polymorphisms (SNPs), a total of 15 significant (P < 2.03 × 10-6) SNPs were identified to correlate with seed germination under cold stress based on the FarmCPU model in GWAS, among which three loci were repeatedly associated with multiple traits. Ten gene models were closely linked to these three variations, among which Zm00001d010454, Zm00001d010458, Zm00001d010459, and Zm00001d050021 were further verified by candidate gene association study and expression pattern analysis. Importantly, these candidate genes were previously reported to involve plant tolerance to chilling stress and other abiotic stress. Our findings contribute to the understanding of the genetic and molecular mechanisms underlying chilling germination in maize.

Keywords: Candidate genes; Chilling stress; Genome-wide association study; Seed germination; Maize.

Grants and funding

This work was supported by the National Natural Science Foundation of China (No. 31871637 and 32072073) and the, Sichuan Science, and Technology Program (No. 2021JDTD0004, No. 2021YJ0476 and No. 2019YJ0511). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.