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Fig 1.

Compound profiles of L. japonica flower buds and flowers.

A: An overview of annotated compounds identified through GC-MS analysis. B: An overview of annotated compounds identified through LC-MS analysis. C: A Venn diagram illustrating the compounds identified by both GC-MS and LC-MS. D: The profiles of amino acids present in the samples. E. The content of essential and non-essential amino acids.

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Fig 2.

The plot of PCA, OPLS-DA model, and heatmap analyses of L. japonica flower buds and flowers.

A: The PCA plot of the compound profiles obtained via GC-MS. B: The PCA plot of the compound profiles derived from LC-MS. C: The OPLS-DA score plot based on GC-MS data. D: The OPLS-DA score plot from LC-MS data. E: The corresponding validation plots resulting from 200 times permutation tests of the OPLS-DA model for GC-MS. F: The corresponding validation plots resulting from 200 times permutation tests of the OPLS-DA model for LC-MS. G: The heatmap generated from hierarchical cluster analysis of the compound profiles using GC-MS. H: The heatmap generated from hierarchical cluster analysis of the compound profiles using LC-MS. Columns and rows represent different samples and individual compounds, respectively.

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Fig 3.

The differential compounds between flower buds and flowers of L. japonica.

A: The volcano map of the compounds identified by GC-MS. B: Volcano map of the compounds identified by LC-MS. C-J: The duplicated differential compounds identified by both GC-MS and LC-MS. Significant differences in the bar charts are indicated by the number of asterisks: one asterisk (*) denotes p < 0.05, while two asterisks (**) denote p < 0.01, as determined by Student’s t-test.

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Fig 4.

The analysis of the potential targets for the up-regulated compounds found in L. japonica flower buds and flowers.

A: A Venn diagram illustrates the potential targets identified. B: The top ten compounds exhibiting the highest degrees. C-L: A significance analysis of the content of these top ten compounds. Significant differences in the line charts are indicated by the number of asterisks: one asterisk (*) denotes p < 0.05, while two asterisks (**) denote p < 0.01, as determined by Student’s t-test.

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Fig 5.

Network maps illustrating the targets of the up-regulated compounds in L. japonica flower buds and flowers.

A: Network maps of the targets of the up-regulated compounds in L. japonica flower buds. B: Network maps of the core targets of the up-regulated compounds in L. japonica flower buds. C: Network maps of the targets of the up-regulated compounds in L. japonica flowers. D: Network maps of the core targets of the up-regulated compounds in L. japonica flowers. The blue nodes represent the unique core targets of the up-regulated compounds in both L. japonica flower buds and flowers, while the yellow nodes indicate the shared targets.

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Fig 6.

Compare of L. japonica flower buds and flowers in GO term associated with L. japonica flower buds and flowers.

A refers to biological processes. B pertains to cellular component. C relates to molecular functions. B, flower buds; F, flowers.

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Fig 7.

“Target-pathway” network diagram combination of L. japonica flower buds and flowers.

A: “Target-pathway” network diagram for the up-regulated compounds in L. japonica flower buds. B: “Target-pathway” network diagram for the up-regulate compounds in L. japonica flowers. Yellow and red nodes indicated the unique targets/pathways associated with the up-regulated compounds in L. japonica flower buds and flowers, while blue nodes represent shared targets/pathways.

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Fig 8.

Molecular docking of core compounds and targets.

A: The heatmap of the binding energy of core compounds with the target proteins derived from L. japonica flower buds. B: Molecular docking models showcasing the interactions between core compounds and target proteins of L. japonica flower buds. C: The heatmap depicting the binding energy of core compounds in relation to target proteins of L. japonica flower. D: Molecular docking models representing the interactions between core compounds and target proteins of L. japonica flower.

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