Haiyang Duan’s research while affiliated with Henan Agricultural University and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (16)


Genetic dissection of internode length confers improvement for ideal plant architecture in maize
  • Article

February 2025

·

10 Reads

The Plant Journal

Haiyang Duan

·

Jianxin Li

·

Zhengjie Xue

·

[...]

·

Jihua Tang

The optimal plant architecture, characterized by short stature, helps mitigate lodging, enables high‐density planting, and facilitates mechanized harvesting. Internode length (IL), a crucial component of plant height in maize, plays a significant role in these processes. However, the genetic mechanisms underlying internode elongation remain poorly understood. In this study, we conducted a genome‐wide association study to dissect the genetic architecture of IL in maize. The lengths of five internodes above and below the ear (referred as IL‐related traits) were collected across multiple environments, revealing substantial variation. A total of 108 quantitative trait loci (QTL) were associated with 11 IL‐related traits, with 17 QTL co‐detected by different traits. Notably, three QTL have been selected in maize breeding progress. Three hundred and three genes associated with IL were found to operate through plant hormone signal transduction, receptor activity, and carbon metabolism pathways, influencing internode elongation. ZmIL1 , which encodes alcohol dehydrogenase, exhibited a high expression level in internodes during the vegetative stage and has been selected in Chinese modern maize breeding. Additionally, ZmIL2 and ZmIL3 emerged as other crucial regulators of IL. Importantly, ZmIL1 has potential applications in maize varieties in the Huang‐Huai‐Hai region. This study represents the first comprehensive report on the genetic architecture of nearly all ILs in maize, providing profound insights into internode elongation mechanisms and genetic resources. These findings hold significant implications for dwarf breeding programs aimed at optimizing plant architecture for enhancing agronomic performance.



Figure 3. Tartary buckwheat seed hull contain less S units and lower S/G ratio than that of common buckwheat. A) Photos of seeds of four Tartary buckwheat varieties (Ft58, Ft200, Ft268, and Ft271) and two common buckwheat species (HHTQ and JQ). B) Lignin composition of seed hull cell wall of indicated varieties. Error bars represent SD. C) S/G ratio of seed hull cell wall of indicated varieties. One-way ANOVA followed by Tukey's honestly significant difference test was used for statistical analysis (n ≥ 4, p < 0.05). All data points were plotted to show the variation of data. Error bars represent SD. Letters indicate significant differences.
Integrative Dissection of Lignin Composition in Tartary Buckwheat Seed Hulls for Enhanced Dehulling Efficiency
  • Article
  • Full-text available

December 2024

·

41 Reads

·

2 Citations

The rigid hull encasing Tartary buckwheat seeds necessitates a laborious dehulling process before flour milling, resulting in considerable nutrient loss. Investigation of lignin composition is pivotal in understanding the structural properties of tartary buckwheat seeds hulls, as lignin is key determinant of rigidity in plant cell walls, thus directly impacting the dehulling process. Here, the lignin composition of seed hulls from 274 Tartary buckwheat accessions is analyzed, unveiling a unique lignin chemotype primarily consisting of G lignin, a common feature in gymnosperms. Furthermore, the hardness of the seed hull showed a strong negative correlation with the S lignin content. Genome-wide detection of selective sweeps uncovered that genes governing the biosynthesis of S lignin, specifically two caffeic acid O-methyltransferases (COMTs) and one ferulate 5-hydroxylases, are selected during domestication. This likely contributed to the increased S lignin content and decreased hardness of seed hulls from more domesticated varieties. Genome-wide association studies identified robust associations between FtCOMT1 and the accumulation of S lignin in seed hull. Transgenic Arabidopsis comt1 plants expressing FtCOMT1 successfully reinstated S lignin content, confirming its conserved function across plant species. These findings provide valuable metabolic and genetic insights for the potential redesign of Tartary buckwheat seed hulls.

Download

Integrative Dissection of Lignin Composition in Tartary Buckwheat Seed Hulls for Enhanced Dehulling Efficiency (Adv. Sci. 20/2024)

May 2024

·

46 Reads


Integrative Dissection of Lignin Composition in Tartary Buckwheat Seed Hulls for Enhanced Dehulling Efficiency

March 2024

·

93 Reads

·

3 Citations

The rigid hull encasing Tartary buckwheat seeds necessitates a laborious dehulling process before flour milling, resulting in considerable nutrient loss. Investigation of lignin composition is pivotal in understanding the structural properties of tartary buckwheat seeds hulls, as lignin is key determinant of rigidity in plant cell walls, thus directly impacting the dehulling process. Here, the lignin composition of seed hulls from 274 Tartary buckwheat accessions is analyzed, unveiling a unique lignin chemotype primarily consisting of G lignin, a common feature in gymnosperms. Furthermore, the hardness of the seed hull showed a strong negative correlation with the S lignin content. Genome‐wide detection of selective sweeps uncovered that genes governing the biosynthesis of S lignin, specifically two caffeic acid O‐methyltransferases (COMTs) and one ferulate 5‐hydroxylases, are selected during domestication. This likely contributed to the increased S lignin content and decreased hardness of seed hulls from more domesticated varieties. Genome‐wide association studies identified robust associations between FtCOMT1 and the accumulation of S lignin in seed hull. Transgenic Arabidopsis comt1 plants expressing FtCOMT1 successfully reinstated S lignin content, confirming its conserved function across plant species. These findings provide valuable metabolic and genetic insights for the potential redesign of Tartary buckwheat seed hulls.


Identification of Novel QTL for Mercury Accumulation in Maize Using an Enlarged SNP Panel

February 2024

·

25 Reads

·

3 Citations

Mercury (Hg) pollution not only poses a threat to the environment but also adversely affects the growth and development of plants, with potential repercussions for animals and humans through bioaccumulation in the food chain. Maize, a crucial source of food, industrial materials, and livestock feed, requires special attention in understanding the genetic factors influencing mercury accumulation. Developing maize varieties with low mercury accumulation is vital for both maize production and human health. In this study, a comprehensive genome-wide association study (GWAS) was conducted using an enlarged SNP panel comprising 1.25 million single nucleotide polymorphisms (SNPs) in 230 maize inbred lines across three environments. The analysis identified 111 significant SNPs within 78 quantitative trait loci (QTL), involving 169 candidate genes under the Q model. Compared to the previous study, the increased marker density and optimized statistical model led to the discovery of 74 additional QTL, demonstrating improved statistical power. Gene ontology (GO) enrichment analysis revealed that most genes participate in arsenate reduction and stress responses. Notably, GRMZM2G440968, which has been reported in previous studies, is associated with the significant SNP chr6.S_155668107 in axis tissue. It encodes a cysteine proteinase inhibitor, implying its potential role in mitigating mercury toxicity by inhibiting cysteine. Haplotype analyses provided further insights, indicating that lines carrying hap3 exhibited the lowest mercury content compared to other haplotypes. In summary, our study significantly enhances the statistical power of GWAS, identifying additional genes related to mercury accumulation and metabolism. These findings offer valuable insights into unraveling the genetic basis of mercury content in maize and contribute to the development of maize varieties with low mercury accumulation.


Figure 1. Comparison of Quantile-Quantile (QQ) Plots resulting from GWAS, based on 0.55M SNPs Using Four Models (Q, K, Q+K and 5PCs+K) for Mercury Content in Maize Axis, Stem, Bract, Leaf, and Kernel at BLUP Environments.
Figure 4. Chromosomal Distribution of Hg Contents QTL Identified by GWAS. QTL position and significance (represented by circle size) across the maize genome responsible are shown as black circle. The x axis indicates the physical positions across the maize genome in Mb. Heat map under the x axis illustrates the density of QTL across the genome. The window size is 10 Mb. Detailed information of all detected QTLs is shown in Table S2. Different traits are marked by distinct colors as shown on the right.
Figure 6. Haplotype analysis and LD heatmap of candidate gene GRMZM2G440968. (a). Differences in Hg content of axis between 3 haplotypes, *P<0.01, ***P<0.001. (b). LD heatmap of GRMZM2G440968. red dot represents the lead SNP.
Candidate genes revealed by multiple locations.
Exploration of Novel Genetic Loci Influencing Mercury Accumulation in Maize through a Genome-wide Association Study Utilizing an Enlarged SNP Panel

January 2024

·

51 Reads

Mercury (Hg) pollution not only poses a threat to the environment but also adversely affects the growth and development of plants, with potential repercussions for animals and humans through bioaccumulation in the food chain. Maize, a crucial source of food, industrial materials, and livestock feed, requires special attention in understanding the genetic factors influencing mercury accumulation. Developing maize varieties with low mercury accumulation is vital for both maize production and human health. In this study, a comprehensive genome-wide association study (GWAS) was conducted using an enlarged SNP panel comprising 1.25 million single nucleotide polymorphisms (SNPs) in 230 maize inbred lines across three environments. The analysis identified 111 significant SNPs within 78 quantitative trait loci (QTL), involving 169 candidate genes under the Q model. Compared to the previous study, the increased marker density and optimized statistical model led to the discovery of 74 additional QTL, demonstrating improved statistical power. Gene Ontology (GO) enrichment analysis revealed that most genes participate in arsenate reduction and stress responses. Notably, GRMZM2G440968, associated with the significant SNP chr6.S_155668107 of axis tissue, encodes a cysteine proteinase inhibitor, suggesting its potential role in alleviating Hg toxicity by inhibiting cysteine. Haplotype analyses provided further insights, indicating that lines carrying hap3 exhibited the lowest mercury content compared to other haplotypes. In summary, our study significantly enhances the statistical power of GWAS, identifying additional genes related to mercury accumulation and metabolism. These findings offer valuable insights into unraveling the genetic basis of mercury content in maize and contribute to the development of maize varieties with low mercury accumulation.


a QQ plot of Q, K, and Q+K models for starch content based on 0.56M SNPs. The red line represents the significant threshold was 3.99 × 10⁻⁶ (1/250345). b Manhattan plot of Q model based on 0.56M SNPs. The red line represents the significant threshold was 2.07 × 10⁻⁵ (1/48393)
The phylogenetic tree of ZmAPC4 and other genes that encode WD40 protein domain
Top 30 of GO enrichment entries by using 22 genes expressed in maize endosperm
ZmAPC4 affected starch content in maize kernels. a Enlarged Manhattan plot of the lead SNP; red diamonds represent the lead SNP. The red dotted line represents the threshold −log10(P) ≥ 4.68 (P ≤ 2.07 × 10⁻⁵). bR² values of SNPs associated with ZmAPC4; the lead SNP located at 64 bp downstream within 3’UTR of ZmAPC4. c Using one-way ANOVA to perform haplotype analysis of ZmAPC4, considering the uneven number of inbred lines among haplotypes, the Games-Howell method was employed for pairwise comparisons. The maize inbreds which carrying hap4 had highest starch content
Difference between maize inbred lines which have TT or GG allele for peak SNP. a Difference analysis of maize inbreds have T or G haplotype. b The bands of eight inbred lines have TT allele and eight inbred lines have GG allele after using agarose gel electrophoresis
Identification of novel loci associated with starch content in maize kernels by a genome-wide association study using an enlarged SNP panel

December 2023

·

54 Reads

·

2 Citations

Molecular Breeding

Starch is a major component of cereals, comprising over 70% of dry weight. It serves as a primary carbon source for humans and animals. In addition, starch is an indispensable industrial raw material. While maize (Zea mays) is a key crop and the primary source of starch, the genetic basis for starch content in maize kernels remains poorly understood. In this study, using an enlarged panel, we conducted a genome-wide association study (GWAS) based on best linear unbiased prediction (BLUP) value for starch content of 261 inbred lines across three environments. Compared with previous study, we identified 14 additional significant quantitative trait loci (QTL), encompassed a total of 42 genes, and indicated that increased marker density contributes to improved statistical power. By integrating gene expression profiling, Gene Ontology (GO) enrichment and haplotype analysis, several potential target genes that may play a role in regulating starch content in maize kernels have been identified. Notably, we found that ZmAPC4, associated with the significant SNP chr4.S_175584318, which encodes a WD40 repeat-like superfamily protein and is highly expressed in maize endosperm, might be a crucial regulator of maize kernel starch synthesis. Out of the 261 inbred lines analyzed, they were categorized into four haplotypes. Remarkably, it was observed that the inbred lines harboring hap4 demonstrated the highest starch content compared to the other haplotypes. Additionally, as a significant achievement, we have developed molecular markers that effectively differentiate maize inbred lines based on their starch content. Overall, our study provides valuable insights into the genetic basis of starch content and the molecular markers can be useful in breeding programs aimed at developing maize varieties with high starch content, thereby improving breeding efficiency.


Mitochondrial VOLTAGE-DEPENDENT ANION CHANNEL 3 regulates stomatal closure by abscisic acid signaling

September 2023

·

48 Reads

·

4 Citations

Plant Physiology

In Arabidopsis (Arabidopsis thaliana), stomatal closure mediated by abscisic acid (ABA) is redundantly controlled by ABA receptor family proteins (PYRABACTIN RESISTANCE 1 (PYR1)/PYR1-LIKE [PYLs]) and subclass III SUCROSE NONFERMENTING 1 (SNF1)-RELATED PROTEIN KINASES 2 (SnRK2s). Among these proteins, the roles of PYR1, PYL2, and SnRK2.6 are more dominant. A recent discovery showed that ABA-induced accumulation of reactive oxygen species (ROS) in mitochondria promotes stomatal closure. By analyzing stomatal movements in an array of single and higher order mutants, we revealed that the mitochondrial protein VOLTAGE-DEPENDENT ANION CHANNEL 3 (VDAC3) jointly regulates ABA-mediated stomatal closure with a specialized set of PYLs and SnRK2s by affecting cellular and mitochondrial ROS accumulation. VDAC3 interacted with nine PYLs and all three subclass III SnRK2s. Single mutation in VDAC3, PYLs (except PYR1 and PYL2), or SnRK2.2/2.3 had little effect on ABA-mediated stomatal closure. However, knocking out PYR1, PYL1/2/4/8, or SnRK2.2/2.3 in vdac3 mutants resulted in significantly delayed or attenuated ABA-mediated stomatal closure, despite the presence of other PYLs or SnRK2s conferring redundant functions. We found that cellular and mitochondrial accumulation of ROS induced by ABA was altered in vdac3pyl1 mutants. Moreover, H2O2 treatment restored ABA-induced stomatal closure in mutants with decreased stomatal sensitivity to ABA. Our work reveals that VDAC3 ensures redundant control of ABA-mediated stomatal closure by canonical ABA signaling components.


Figure 2. H units comprise the majority of lignin monomers in maize sporopollenin.
Figure 4. Natural variation in ZmVAMP726 is associated with lignin monomer composition in maize sporopollenin.
Figure 5. ZmVAMP726 is involved in maize pollen resistance to heat and UV radiation.
Figure 7. Overexpression of AtVAMP726 alters the proteome of the apoplastic space.
Maize and Arabidopsis VAMP726 confers pollen resistance to heat and UV radiation by influencing lignin content in sporopollenin

September 2023

·

80 Reads

·

7 Citations

Plant Communications

Sporopollenin in pollen cell wall protects male gametophytes from stresses. Phenylpropanoid derivatives, including guaiacyl (G) lignin units, were shown to be structural components of sporopollenin. However, the exact composition of sporopollenin remains to be fully resolved. We analyzed the phenylpropanoid derivatives in sporopollenin of maize and Arabidopsis through thioacidolysis coupled with nuclear magnetic resonance (NMR) and gas chromatography-mass spectrometry (GC-MS). The results of NMR and GC-MS confirmed the presence of p-hydroxyphenyl (H), G and syringyl (S) lignin units in sporopollenin of maize and Arabidopsis. Strikingly, H units account for the majority of lignin monomers in sporopollenin of maize and Arabidopsis. We further performed genome-wide association study (GWAS) to explore the genetic basis of maize sporopollenin composition, and revealed a vesicle-associated membrane protein (ZmVAMP726) that is strongly associated with lignin monomer composition in maize sporopollenin. Genetic manipulation of VAMP726 affects not only lignin monomer composition in sporopollenin but also pollen resistance to heat and UV radiation in maize and Arabidopsis, indicating a functional conservation of VAMP726 in monocot and dicot plants. Collectively, our work uncovered new lignin monomers as structural components of sporopollenin, and identified VAMP726 that is involved in sporopollenin composition and pollen resistance to stresses.


Citations (10)


... Naik et al. found a total of 71 significant quantitative trait loci revealed the genomic regions associated with major yield-attributing traits in buckwheat with GWAS analysis, and 71 significant marker-trait associations across eight chromosomes were identified [111]. Yang et al. revealed FtCOMT1 reinstated S lignin biosynthesis based on GWAS detection, which could enhance dehulling efficiency in buckwheat [112]. In common buckwheat, GWAS examining multi-year agronomic traits and flavonoid content have identified Fh05G014970 as a putative principal regulator of the flowering period, a critical agronomic trait influencing the yield of outcrossing crops. ...

Reference:

Advancements in multi-omics for nutraceutical enhancement and traits improvement in buckwheat
Integrative Dissection of Lignin Composition in Tartary Buckwheat Seed Hulls for Enhanced Dehulling Efficiency

... The upstream and downstream regions (30 kb) flanking each significant SNP were used as a QTL [29]. Referring to maize inbred line B73 genome V4 (RefGen_V4), the MaizeGDB (https://maizegdb.org/, ...

Identification of Novel QTL for Mercury Accumulation in Maize Using an Enlarged SNP Panel

... Similarly, Li et al. (2018) used GWAS to identify 27 SNPs associated with amylose synthesis in an association panel consisting of 464 maize inbred lines [21]. Duan et al. (2023) identified 21 significant SNPs and 40 novel candidate genes associated with grain starch in maize using GWAS [22]. Several studies have also employed linkage mapping to identify QTLs associated with starch content. ...

Identification of novel loci associated with starch content in maize kernels by a genome-wide association study using an enlarged SNP panel

Molecular Breeding

... Ca 2+ -dependent signaling pathways and ROS generation in chloroplast have important role in plant immunity. Voltage-dependent anion channels 3 (VDAC3) present on the outer mitochondrial membrane can function in changing the ROS dynamics during stress conditions in plants (Kanwar et al., 2022;Qin et al., 2023). Therefore it is interesting to speculate its role during biotic stress conditions indicating contribution of mitochondrial ROS during the pathogen infection. ...

Mitochondrial VOLTAGE-DEPENDENT ANION CHANNEL 3 regulates stomatal closure by abscisic acid signaling
  • Citing Article
  • September 2023

Plant Physiology

... The exine layer in pollen is primarily composed of sporopollenin, which includes crosslinked polyvinyl alcohol units, coumaroylated C16 aliphatic chains, and phenylpropanoid derivatives such as naringenin, p-hydroxybenzoate, p-coumarate, and ferulate. Additionally, it contains lignin monomers like guaiacyl, p-hydroxyphenyl, and syringyl, with variations depending on the species (Li et al. 2019;Yang et al. 2023). In maize, GWAS identified a vesicle-associated membrane protein ZmVAMP726 as a key gene linked to lignin monomer composition in sporopollenin . ...

Maize and Arabidopsis VAMP726 confers pollen resistance to heat and UV radiation by influencing lignin content in sporopollenin

Plant Communications

... Based on this, further rounds of improvement were carried out to develop PHHB9, followed by the selection of PH09B and, eventually, PH6WC [33]. The excellent inbred line Zheng58 originated from a mutant plant in the Y478 breeding field, where Y478 is a two-cycle hybrid of U8112 × 5003; subsequently, several inbred lines, including CY04, were selected based on Zheng58 [34]. ...

The genetic architecture of prolificacy in maize revealed by association mapping and bulk segregant analysis

Theoretical and Applied Genetics

... The variation in the number of QTNs detected across the GWAS models suggests that the differences can be attributed to genetic algorithms implemented in the different models. A similar conclusion that multi-locus models show superior performance over single-locus models in terms of statistical power in detecting QTNs, particularly in the accuracy of QTN effect estimation and reducing false positive rates has been found in many other studies [33,41,102,103]. This further implied that adopting multiple GWAS models could help to complement each other in identifying reliable and stable QTNs [7]. ...

Genetic dissection of maize (Zea mays L.) chlorophyll content using multi-locus genome-wide association studies

BMC Genomics

... Lu et al [13] conducted GWAS on maize leaf angles and leaf orientation traits using 80 maize backbone inbred lines and detected 22 SNPs significantly associated with leaf angles, along with five candidate genes linked to leaf angle. Recently, Duan et al [14] identified four loci associated with leaf angles through GWAS involving 492 maize inbred lines. Similarly, Zhou et al [15] identified 18 candidate genes associated with leaf angle by GWAS on 573 maize F 1 hybrid lines. ...

Candidate loci for leaf angle in maize revealed by a combination of genome-wide association study and meta-analysis

... Xylem transports water and inorganic nutrients for photosynthesis, while phloem transports photosynthetic products and signaling molecules from the mesophyll to other parts of the plant. The vascular bundle is composed of xylem and phloem (Sun et al., 2022). As a monocot plant, the degree of development of the midrib in maize can determine the degree of water and nutrient transport. ...

Dissection of the Genetic Architecture of Peduncle Vascular Bundle-related Traits in Maize by a Genome-wide Association Study

... Central to energy production, the TCA cycle and glycolysis convert substrates into energy and essential intermediates, supporting amino acid synthesis [34,35]. Amino acid metabolism, such as valine, leucine, and isoleucine catabolism, supplies energy and carbon skeletons, while arginine and proline metabolism links nitrogen and carbon cycles via TCA cycle intermediates [36,37]. Galactose, starch, and sucrose metabolism provides energy and components for cell expansion [38]. ...

Multi-Omics Analyses Reveal Systemic Insights into Maize Vivipary