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Candidate Gene Association Analysis of Maize Transcription Factors in Flowering Time
Scientia Agricultura Sinica 2022, 55(1): 12-25
Published: 01 January 2022
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【Objective】

Maize growth period traits, including flowering time, are the ones of most important in maize breeding. The advancement of heading date, silking time, and the pollen shed can ensure maize kernels fully dehydrated and thus suited to machinery harvesting. Moreover, the saved time can also leave for wheat sowing under the Maize-Wheat farming mode in Huang-Huai-Hai area. Transcription factors are important up-stream trans-action factors of gene expression regulation, which play roles in transcriptional activation or inhibition on target genes by binding to and driving their promoters. It is of great significance to analyze the regulatory effects of transcription factors on maize flowering time at the whole genome scale, it is also emergence to obtain the maize transcription factor haplotypes which associated with earlier flowering and higher yield. The haplotypes, or the haplotype combinations, will be served as excellent germplasm resources for maize breeding.

【Method】

In this study, candidate gene association analysis was performed to analyze maize flowering time related transcription factors and significant SNPs. DAP-seq was carried out to obtain the binding sites and down-stream genes of the key transcription factors. Followed by GO analysis on the down-stream genes to explore the transcription factor dependent gene expression regulatory network.

【Result】

There are 75, 75, and 128 significant SNPs detected in combinations of the traits Silking time and Heading date, the traits Silking time and Pollen shed, and the traits Heading date and Pollen shed, respectively. Altogether, there are 58 significant SNPs associated with all three flowering time traits. These results suggest that the three traits of flowering time may be regulated by the same transcription factors. Flowering time associated transcription factor genes that containing 3 or more significant SNPs were selected for DAP-seq to capture the key motifs and down-stream genes. Down-stream genes bound by flowering time associated transcription factors are significantly enriched in transcription factor activity, DNA binding, RNA binding, organonitrogen compound metabolic process, reproduction-related developmental processes, etc. Different transcription factors have co-regulated downstream genes related to flowering time. The key regulatory transcription factors for flowering time traits are ARF, MYB and NAC. Through haplotype analysis, the optimal TF haplotype combination that shows earlier flowering and no negative impact on yield was selected.

【Conclusion】

In this research, through candidate gene association and DAP-seq, the regulatory network of transcription factors on the flowering time related agronomic traits were established at the whole genome scale. The optimal haplotype combination of transcription factors that not only advances the flowering time, but also has no negative impact on yield was selected for further use in maize breeding.

Issue
SCAR-PCR Rapid Molecular Detection Technology of Heterodera zeae
Scientia Agricultura Sinica 2022, 55(17): 3334-3342
Published: 01 September 2022
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【Objective】

Corn cyst nematode (Heterodera zeae) is one of the sedentary semi-endoparasitic nematode of Heterodera spp., infects the roots of various gramineae crops. The occurrence and spread of H. zeae will pose a serious threat to corn yield production. The objective of this study is to establish the rapid and accurate molecular detection system for H. zeae from the related cyst nematode species, which will lay a technical foundation for the monitoring, early warning and prevention and control of H. zeae.

【Method】

A total of 20 cyst nematode populations of H. zeae related species were collected as the nematode samples, from Henan, Hebei, Gansu, Shandong, Hunan, Guangxi and Beijing. Thirteen random primers containing 10 bases were selected, and RPAD technique was used to analyze the polymorphism of the tested nematode samples. The specific RPAD fragment was screened and transformed to SCAR-PCR primers of H. zeae. PCR was used to test the accuracy of specific primers for H. zeae and the stability, sensitivity and effectiveness of the detection technology system.

【Result】

By comparative analysis of the RAPD results, one specific fragment of 468 bp was produced by primer OPA03. The fragment was recovered for sequencing. According to the fragment sequencing information, a pair of specific primers HzF1/HzR1 was designed. The specific primers HzF1 and HzR1 specificity test results showed that, one 393 bp specific fragment was amplified from H. zeae, no target bands were amplified in the other 16 populations of 5 related Heterodera spp. species (H. avenae, H. filipjevi, H. glycines, H. elachista and H. schachtii) and 4 populations of other species (Aphelenchoides besseyi, Ditylenchus destructor, Pratylenchus neglectus, P. coffeae). Furthermore, the 393 bp specific fragment was also amplified from the 6 related Heterodera spp. species mixed DNA. Meanwhile, there were no target bands when the mixed population without H. zeae. The system realized the accurate and stable detection of H. zeae, and the sensitivity and practical range of the established rapid detection technology system were tested. The results showed that the detection system was sensitive to single cyst and single 2nd stage juvenile (J2) of H. zeae. The minimum detection thresholds were 1/2 000 of single cyst or 1/80 of single J2, respectively.

【Conclusion】

The SCAR-PCR rapid molecular detection technique established in this study can be used for the rapid detection of single samples and mixed populations of H. zeae. It has sensitive detection ability for both the cysts and the J2 of H. zeae, with strong primer specificity, convenient and stable detection method and high sensitivity.

Open Access Research Article Issue
Identification of novel QTLs contributing to resistance against Aspergillus flavus in maize (Zea mays L.) using an enlarged genotype panel
Journal of Integrative Agriculture (JIA) 2026, 25(9): 3559-3571
Published: 03 January 2025
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Maize (Zea mays L.) is a crucial global crop that serves as a primary source of food and feed. However, its kernels are susceptible to infection by Aspergillus flavus, a fungus known for producing aflatoxins-which are highly carcinogenic compounds harmful to human and animal health. Identifying quantitative trait loci (QTLs) for aflatoxin resistance and developing aflatoxin-resistant maize varieties are essential for mitigating aflatoxin contamination. In this study, a genome-wide association study (GWAS) using an enlarged genotypic panel of 311 maize inbred lines was used to identify genetic loci associated with A. flavus resistance. Phenotypic data on A. flavus resistance were collected through controlled inoculation experiments conducted under controlled conditions. The results revealed that the resistance to A. flavus follows a normal distribution. In addition, temperate inbreds exhibited stronger resistance to A. flavus than tropical/subtropical materials. This study identified 13 novel QTLs encompassing 47 highly expressed genes, with each QTL explaining 8.22–27.71% of the phenotypic variation, indicating that the higher marker density improved statistical power. Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses revealed that these genes are related to fatty acid synthesis, glycoside decomposition, and root growth and development. One specific gene located on ZmAFR16, ZmFUC1, displayed clustered peaks and accounted for an average of 10.21% of the phenotypic variation. This gene was found to play a role in cell membrane formation and possess alpha-L-fucosidase activity, so it promotes glycoside metabolism and contributes to polysaccharide degradation. Haplotype analysis showed significant differences in resistance to A. flavus among the different haplotypes of elo1 and ZmFUC1. Inbreds carrying the favorable haplotype combination of these two genes exhibited strong resistance to A. flavus. A select sweep analysis indicated that ZmFUC1 was selected during the domestication of teosinte (Zea mays ssp. mexicana) to modern maize, as well as during the adaptation from tropical/subtropical maize to temperate maize. Importantly, this study developed molecular markers in the promoter region of ZmFUC1 to efficiently identify maize germplasm with beneficial haplotypes for resistance to A. flavus. These findings not only enhance our understanding of the genetic factors influencing maize kernel resistance to A. flavus but also offer valuable insights for improving existing germplasm and developing new maize varieties with enhanced resistance to this pathogen.

Open Access Research paper Issue
ZmCYP90D1 regulates maize internode development by modulating brassinosteroid-mediated cell division and growth
The Crop Journal 2024, 12(1): 58-67
Published: 28 November 2023
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Plant height (PH) is associated with lodging resistance and planting density, which is regulated by a complicated gene network. In this study, we identified a spontaneous dwarfing mutation in maize, m30, with decreased internode number and length but increased internode diameter. A candidate gene, ZmCYP90D1, which encodes a member of the cytochrome P450 family, was isolated by map-based cloning. ZmCYP90D1 was constitutively expressed and showed highest expression in basal internodes, and its protein was targeted to the nucleus. A G-to-A substitution was identified to be the causal mutation, which resulted in a truncated protein in m30. Loss of function of ZmCYP90D1 changed expression of hormone-responsive genes, in particular brassinosteroid (BR)-responsive genes which is mainly involved in cell cycle regulation and cell wall extension and modification in plants. The concentration of typhasterol (TY), a downstream intermediate of ZmCYP90D1 in the BR pathway, was reduced. A haplotype conferring dwarfing without reducing yield was identified. ZmCYP90D1 was inferred to influence plant height and stalk diameter via hormone-mediated cell division and cell growth via the BR pathway.

Open Access Research paper Issue
A peptide chain release factor 2a gene regulates maize kernel development by modulating mitochondrial function
The Crop Journal 2023, 11(6): 1731-1741
Published: 10 November 2023
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Mitochondrial protein translation that is essential for aerobic energy production includes four essential steps of the mitochondrial ribosome cycle, namely, initiation, elongation, termination of the polypeptide, and ribosome recycling. Translation termination initiates when a stop codon enters the A site of the mitochondrial ribosome where it is recognized by a dedicated peptide release factor (RF). However, RFs and mechanisms involved in translation in plant mitochondria, especially in monocotyledons, remain largely unknown. Here, we identified a crumpled kernel (crk5 allele) mutant, with significantly decreased kernel size, 100-kernel weight, and an embryo-lethal phenotype. The Crk5 allele was isolated using map-based cloning and found to encode a mitochondrial localization RF2a. As it is an ortholog of Arabidopsis mitochondrial RF2a, we named the gene ZmmtRF2a. ZmmtRF2a is missing the 5th–7th exons in the crk5 resulting in deletion of domains containing motifs GGQ and SPF that are essential for release activity of RF, mitochondrial ribosome binding, and stop codon recognition. Western blot and qRT-PCR analyses indicate that the crk5 mutation results in abnormal mitochondrion structure and function. Intriguingly, we observed a feedback loop in the crk5 with up-regulated transcript levels detected for several mitochondrial ribosome and mitochondrial-related components, in particular mitochondrial complexes CI, CIV, and a ribosome assembly related PPR. Together, our data support a crucial role for ZmmtRF2a in regulation of mitochondrial structure and function in maize.

Open Access Special Focus Issue
Single-cell RNA sequencing of meiocytes and microspores reveals the involvement of the Rf4 gene in redox homeostasis of CMS-C maize
The Crop Journal 2021, 9(6): 1237-1247
Published: 17 August 2021
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Normal microsporogenesis is determined by both nuclear and mitochondrial genes. In maize C-type cytoplasmic male sterility, it is unclear how the development of meiocytes and microspores is affected by the mitochondrial sterility gene and the nuclear restorer gene. In this study, we sequenced the transcriptomes of single meiocytes (tetrad stage) and early mononucleate microspores from sterile and restorer lines. The numbers of expressed genes varied in individual cells and fewer than half of the expressed genes were common to the same cell types. Four comparisons revealed 3379 differentially expressed genes (DEGs), with 277 putatively associated with mitochondria, 226 encoding transcription factors, and 467 possibly targeted by RF4. KEGG analysis indicated that the DEGs in the two lines at the tetrad stage were involved predominantly in carbon metabolism and in amino acid biosynthesis and metabolism, whereas the DEGs during the transition from the tetrad stage to the early mononucleate stage were associated mostly with regulation of protein metabolism, fatty acid metabolism, and anatomical structure morphogenesis. Thus, meiocyte and microspore development was affected by the surrounding cells and the restorer gene, and the restorer gene helped restore the redox homeostasis of microspores and the normal cellular reconstruction during the transition.

Open Access Research Article Issue
Systematic dissection of disease resistance to southern corn rust by bulked-segregant and transcriptome analysis
The Crop Journal 2022, 10(2): 426-435
Published: 11 August 2021
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Southern corn rust (SCR) is a destructive maize disease caused by Puccinia polysora Underw. To investigate the mechanism of SCR resistance in maize, a highly resistant inbred line, L119A, and a highly susceptible line, Lx9801, were subjected to gene mapping and transcriptome analysis. Bulked-segregant analysis coupled with whole-genome sequencing revealed several quantitative trait loci (QTL) on chromosomes 1, 6, 8, and 10. A set of 25 genes, including two coiled-coil nucleotide-binding site leucine-rich repeat (CC-NBS-LRR) genes, were identified as candidate genes for a major-effect QTL on chromosome 10. To investigate the mechanism of SCR resistance in L119A, RNA-seq of P. polysora-inoculated and non-inoculated plants of L119A and Lx9801 was performed. Unexpectedly, the number of differentially expressed genes in inoculated versus non-inoculated L119A plants was about 10 times that of Lx9801, with only 29 common genes identified in both lines, suggesting extensive gene expression changes in the highly resistant but not in the susceptible line. Based on the transcriptome analysis, one of the CC-NBS-LRR candidate genes was confirmed to be upregulated in L119A relative to Lx9801 independently of P. polysora inoculation. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses indicated that transcription factors, as well as genes involved in defense responses and metabolic processes, were dominantly enriched, with the phenylpropanoid biosynthesis pathway most specifically activated. Consistently, accumulation of phenylpropanoid-derived lignin, especially S lignin, was drastically increased in L119A after P. polysora inoculation, but remained unchanged in Lx9801, suggesting a critical role of lignin in SCR resistance. A regulatory network of defense activation and metabolic change in SCR-resistant maize upon P. polysora infection is described.

Open Access Research paper Issue
Comparative QTL analysis of maize seed artificial aging between an immortalized F2 population and its corresponding RILs
The Crop Journal 2016, 4(1): 30-39
Published: 15 August 2015
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Seed aging decreases the quality and vigor of crop seeds, thereby causing substantial agricultural and economic losses in crops. To identify genetic differences in seed aging between homozygotes and heterozygotes in maize, the seeds of a set of recombinant inbred lines (RILs) and an immortalized F2 (IF2) population were subjected to artificial aging treatments for 0, 2, 3, and 4 days under 45 ℃ and 85% relative humidity and seed vigor was then evaluated in a field experiment. Seed vigor of all entries tested decreased sharply with longer aging treatment and seed vigor decreased more slowly in heterozygotes than in homozygotes. Forty-nine QTL were detected for four measured seed vigor traits in the RIL (28 QTL) and IF2 (21 QTL) populations. Only one QTL, qGP5, was detected in both populations, indicating that the genes involved in anti-aging mechanisms differed between inbred lines and hybrids. Several QTL were identified to be responsible for multiple seed vigor traits simultaneously in the RIL and IF2 populations under artificial aging conditions. These QTL may include major genes for seed vigor or seed aging. QTL qVI4b and qGE3a detected in the RIL population coincided with genes ZmLOX1 and ZmPLD1 in the same respective chromosomal regions. These QTL would be useful for screening for anti-aging genes in maize breeding.

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