Zifeng Ouyang’s research while affiliated with Lanzhou University and other places

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Publications (4)


Phylogenetic relationships, comparative genomics, and evolutionary analyses. (a) Characteristics of the Melilotus albus genome. 1. Gene density. 2. Repeat sequences density. 3. LTR density. 4. Copia (red line) and Gypsy (blue line) density. 5. SNP (green line) and InDel (pink line) density. 6. Syntenic block. (b) Distributions of M. albus, Medicago truncatula, Cicer arietinum, Glycine max, and Vitis vinifera Ks values. (c) A phylogenetic tree of 13 plant species and comparison of gene families. The dark numerical value beside each node indicates the estimated divergence time of each node (Mya, million years ago), and the red and blue numerical values denote the numbers of expanded and contracted gene families, respectively. The stacked‐column plot represents the numbers of single‐copy, multicopy, unique, other, and unclustered genes in the 13 plant species.
Comparative analysis of repeat sequences in four legume species. (a) Phylogenetic analysis of Copia and Gypsy elements in Melilotus albus (red), Cicer arietinum (blue), Glycine max (green), Medicago truncatula (yellow), and Trifolium pratense (pink) using conserved protein domains. (b) Analysis of intact LTR numbers and insertion times in M. albus. (c) Distribution of sequence divergence among four types of TEs from M. albus, M. truncatula, C. arietinum, and G. max. The right y‐axis represents the genome percentage of M. albus TEs. (d) Comparison of intact LTR length among M. albus, M. truncatula, C. arietinum, and G. max. (e) Structure of LTRs and the corresponding genes (MaTLP and MaSTKc). The grey box represents a 5‐bp target site duplication, and red triangles represent dinucleotide palindromic motifs. (f) RNA abundance (FPKM) and relative expression levels of MaTLP and MaSTK in roots under drought stress. The patterns of FPKM values and relative expression levels under drought stress were similar. D‐0 h, D‐3 h, D‐24 h: roots at 0, 3, and 24 h of drought treatment, respectively.
Phylogeny and population structure of sweet clover in different categories. (a) NJ phylogenetic tree of 94 sweet clover accessions inferred from whole‐genome SNPs with 1000 nonparametric bootstrap replicates. Accessions of Melilotus albus, Melilotus officinalis, and 16 other species are indicated by blue, orange, and red letters, respectively. (b) Population structure of 94 Melilotus accessions. The Melilotus accessions were divided into two (K = 2) or three (K = 3) groups. (c) PCA score plot of the first two components for the 94 accessions. The colours of the symbols are coded the same as in (a). (d) Four‐taxon ABBA/BABA test of introgression based on D statistics. The upper plot shows the phylogenetic relationships among the four groups, and the lower plot shows the genealogies of the ABBA and BABA patterns. A and B denote derived alleles; populations P2 (M. officinalis accessions) and P3 (M. albus accessions) sharing derived alleles showed the ABBA pattern; and P1 (Other accessions) and P3 sharing derived alleles showed the BABA pattern. (e) Population splits and migrations among sweet clover accessions. G1–G8 represent eight groups. G2 and G3 mainly included M. albus accessions; G6, G7, and G8 mainly included M. officinalis accessions; and G1, G4, and G5 mainly included other species accessions. (f) Demographic histories of M. officinalis and M. albus. Estimates of the effective population size over time are shown for the M. officinalis and M. albus populations. (g) Genome‐wide linkage disequilibrium (LD) decay in the M. officinalis and M. albus groups
Selective sweep analysis of Melilotus traits in the natural population. (a) Manhattan plot of the Fst‐based detection of selective sweeps identified from the comparison of Melilotus albus and Melilotus officinalis accessions. Functionally characterized candidate genes associated with flower colour and development are highlighted. (b) Six tandem duplicated MaAGL80s gene structure and location on chromosome 7. (c) Manhattan plot of the π‐based detection of selective sweeps identified from the comparison of accessions with high and low coumarin contents. Functionally characterized candidate genes associated with coumarin biosynthesis are highlighted.
Coumarin biosynthesis in Melilotus albus. (a) Mass spectrum of coumarins from the leaves. Mass spectrum of coumaric acid glucoside (C15H18O8) and its glucoside (C6H12O5) (left), detected in negative ion mode; and coumarin (C9H6O2) (right) detected in positive ion mode. (b) The intensity of the peaks for coumaric acid glucoside, its glucoside, and coumarin in Ma46, Ma49, and qc (qc, a mixed sample of Ma46 and Ma49, as a control). (c) Gene families involved in the coumarin biosynthesis pathway. Abbreviations for the enzymes involved in each catalytic step are shown in bold. The numbers under the enzyme abbreviations are (from left to right) the gene numbers per gene family in M. albus (red), Medicago truncatula, Glycine max and Lotus japonicus. PAL: phenylalanine ammonia‐lyase, BGLU: β‐glucosidase, UGT: UDP‐glycosyltransferase, C4H: cinnamic acid 4‐hydroxylase, 4CL: 4‐coumarate, HCT: hydroxy cinnamoyl transferase, C2’H: ρ‐coumaroyl CoA 2’‐hydroxylase, COSY: coumarin synthase, C3H: 4‐coumarate‐3‐hydroxylase, COMT: caffeic/5’‐hydroxyferulic acid O‐methyltransferase, CCoAOMT: caffeoyl CoA O‐methyltransferase, F6’H: feruloyl‐CoA 6’‐hydroxylase, S8H: scopoletin 8‐hydroxylase. (d) Coexpression network of coumarin biosynthesis pathway genes. (e) Manhattan plot of the two NILs based on BSA. The annotated genes were related to coumarin biosynthesis and identified with SNPs and InDels between NILs Ma46 and Ma49.

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Genome and systems biology of Melilotus albus provides insights into coumarins biosynthesis
  • Article
  • Full-text available

November 2021

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240 Reads

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36 Citations

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Zhen Duan

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Pan Xu

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[...]

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Melilotus species are used as green manure and rotation crops worldwide and contain abundant pharmacologically active coumarins. However, there is a paucity of information on its genome and coumarin production and function. Here, we reported a chromosome-scale assembly of the M. albus genome with 1.04 Gb in eight chromosomes, containing 71.42% repetitive elements. Long terminal repeat retrotransposon bursts coincided with declining of population sizes during the Quaternary glaciation. Resequencing of 94 accessions enabled insights into genetic diversity, population structure, and introgression. M. officinalis had relatively larger genetic diversity than that of M. albus. The introgression existed between M. officinalis group and M. albus group, and gene flows was from M. albus to M. officinalis. Selection sweep analysis identified candidate genes associated with flower colour and coumarin biosynthesis. Combining genomics, BSA, transcriptomics, metabolomics, and biochemistry, we identified a β-glucosidase (BGLU) gene cluster contributing to coumarin biosynthesis. MaBGLU1 function was verified by overexpression in M. albus, heterologous expression in Escherichia coli and substrate feeding, revealing its role in scopoletin (coumarin derivative) production and showing that nonsynonymous variation drives BGLU enzyme activity divergence in Melilotus. Our work will accelerate the understanding of biologically active coumarins and their biosynthetic pathways, and contribute to genomics-enabled Melilotus breeding.

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Genome-wide development and application of miRNA-SSR markers in Melilotus genus

October 2021

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109 Reads

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4 Citations

Physiology and Molecular Biology of Plants

Genetic diversity of plants is the brace of biodiversity and diversity within species, between species, and of ecosystems. SSR markers are the most preferable molecular marker tool that has been successfully used to study the genetic diversity of plant species. Development of miRNA-SSR markers has been deed in animals but is still limited in plants. In this study, 365 precursors miRNA were extracted from Melilotus albus (Ma) genome and used to design Ma miRNA-SSR primers. 137 Ma primer pairs (79 from known and 58 from novel pre-miRNAs) were obtained. 66 pairs of Ma miRNA-SSR primers were selected with polymorphisms and expected fragment size. The polymorphisms of primers were evaluated in 60 individuals of 15 Ma accessions. A total of 66 primer pairs showed high polymorphism, with average polymorphic information content of 0.49 among 15 Ma accessions and 0.63 among 18 Melilotus species, indicating that these primers have high polymorphisms. The number of alleles produced per primer ranged from 2 to 6 with an average of 3.6 alleles per locus in Ma accessions, and 2 to 10 numbers of alleles with a mean of 5.24 alleles per locus in Melilotus spp. For further studies, the genetic relationship was examined and the cluster analysis showed that 15 Ma accessions were grouped in three groups, on the other hand, 18 Melilotus species clustered into two groups. The analysis of molecular variance (AMOVA) revealed that 64.82% of the variation was found within the species and 35.18% between the species. The population structure analysis showed similar results with PCA analysis in that 18 species were grouped in two groups. In addition, 16,450 miRNA target genes were identified and used for GO and KEGG analysis. This is the first study to develop miRNA-SSR molecular markers in Melilotus spp., which has a great potential for marker-assisted, genetic improvement, genotyping applications, QTL analysis, and molecular-assisted selection studies for plant breeders and other researchers. Supplementary information: The online version contains supplementary material available at 10.1007/s12298-021-01086-z.


Genome-Wide Identification and Development of LTR Retrotransposon-Based Molecular Markers for the Melilotus Genus

April 2021

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130 Reads

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11 Citations

Melilotus is an important genus of legumes with industrial and medicinal value, partly due to the production of coumarin. To explore the genetic diversity and population structure of Melilotus, 40 accessions were analyzed using long terminal repeat (LTR) retrotransposon-based markers. A total of 585,894,349 bp of LTR retrotransposon sequences, accounting for 55.28% of the Melilotus genome, were identified using bioinformatics tools. A total of 181,040 LTR retrotransposons were identified and classified as Gypsy, Copia, or another type. A total of 350 pairs of primers were designed for assessing polymorphisms in 15 Melilotus albus accessions. Overall, 47 polymorphic primer pairs were screened for their availability and transferability in 18 Melilotus species. All the primer pairs were transferable, and 292 alleles were detected at 47 LTR retrotransposon loci. The average polymorphism information content (PIC) value was 0.66, which indicated that these markers were highly informative. Based on unweighted pair group method with arithmetic mean (UPGMA) dendrogram cluster analysis, the 18 Melilotus species were classified into three clusters. This study provides important data for future breeding programs and for implementing genetic improvements in the Melilotus genus.

Citations (4)


... When citric acid accumulates, it binds to phosphofructokinase and inhibits its activity, thus reducing the production of glucose-6-phosphate. Since glucose-6-phosphate is a precursor for the synthesis of secondary metabolites such as coumarins [72], the synthesis of these substances is inhibited. Furthermore, citric acid can affect AMPK signaling pathways, which are critical for regulating the metabolic state of cells and the synthesis of secondary metabolites. ...

Reference:

The Mitochondrial Blueprint: Unlocking Secondary Metabolite Production
Genome and systems biology of Melilotus albus provides insights into coumarins biosynthesis

... Several methods and molecular techniques have been developed to detect genetic diversity within and among cultivars [48][49][50]. The discovery of molecular marker such as SSRs has improved the productivity and accuracy in classical plant breeding, playing a vital role in molecular diversity studies [51][52][53][54][55]. Systematic mango breeding is laborious, time-consuming and is a long-term endeavor (up to 25 years) due to a highly heterozygous 12 genome as well as long juvenility. ...

Genome-wide development and application of miRNA-SSR markers in Melilotus genus

Physiology and Molecular Biology of Plants

... Notably, reports based on 47 L support these four species forming a monophyletic group. This finding is consistent with our results based on the complete chloroplast genome, although there may be differences in the specific interspecies relationships [50]. In contrast, in analyses based on EST-SSR markers and a small number of chloroplast genes, these four species clustered together with a few other species within the Melilotus genus [31]. ...

Genome-Wide Identification and Development of LTR Retrotransposon-Based Molecular Markers for the Melilotus Genus
  • Citing Article
  • October 2021

... In recent years, studies have been conducted to identify molecular markers enabling the differentiation of individual Melilotus species. Researchers have analysed the genetic variability of sweet clovers and constructed phylogenetic trees, providing insights into their interrelationships and genetic affinities with other species, for example, based on chloroplast genome analysis [6][7][8][9][10][11]. ...

Genome-Wide Identification and Development of LTR Retrotransposon-Based Molecular Markers for the Melilotus Genus