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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1399152</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Combined transcriptome and metabolome analyses reveal the effects of selenium on the growth and quality of <italic>Lilium lancifolium</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Jiang</surname>
<given-names>Xiaogang</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1869313"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Zhou</surname>
<given-names>Wuxian</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1946205"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Darong</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Hua</given-names>
</name>
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<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Yuying</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>You</surname>
<given-names>Jinwen</given-names>
</name>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Haihua</given-names>
</name>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ai</surname>
<given-names>Lunqiang</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Meide</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
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</contrib-group>
<aff id="aff1">
<institution>Key Laboratory of Biology and Cultivation of Herb Medicine, Ministry of Agricultural and Rural Affairs, Institute of Chinese Herbal Medicines, Hubei Academy of Agricultural Sciences</institution>, <addr-line>Enshi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Shalini Tiwari, South Dakota State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Benliang Deng, Heilongjiang Bayi Agricultural University, China</p>
<p>Rongfang Guo, Fujian Agriculture and Forestry University, China</p>
<p>Parneeta Mishra, National Botanical Research Institute (CSIR), India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wuxian Zhou, <email xlink:href="mailto:zhou_wx222@163.com">zhou_wx222@163.com</email>; Lunqiang Ai, <email xlink:href="mailto:ailunqiang@hbaas.com">ailunqiang@hbaas.com</email>; Meide Zhang, <email xlink:href="mailto:zhangmeide@hbaas.com">zhangmeide@hbaas.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1399152</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Jiang, Zhou, Li, Wang, Yang, You, Liu, Ai and Zhang</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Jiang, Zhou, Li, Wang, Yang, You, Liu, Ai and Zhang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Lilium lancifolium</italic> Thunb (<italic>L. lancifolium</italic>) is an important medicinal and edible plant with outstanding functionality for selenium (Se) biofortification. However, the molecular response of <italic>L. lancifolium</italic> to exogenous Se has not been fully elucidated. In this study, the effects of different levels of Se on <italic>L. lancifolium</italic> growth and quality were explored by transcriptome, metabolome and biochemical analyses. The results showed that the total Se and organic Se content in <italic>L. lancifolium</italic> bulbs increased with increasing Se dosage (0&#x2013;8.0 mmol/L). Moreover, Se stimulated the growth of <italic>L. lancifolium</italic> at low level (2.0 mmol/L) but showed an inhibitory effect at high levels (&#x2265;4.0 mmol/L). Metabolomic and biochemical analyses revealed that the bulb weight and the content of amino acid, soluble sugar, and soluble protein were significantly increased in the 2.0 mmol/L Se treatment compared with those in the control (0 mmol/L Se). Transcriptome and metabolome analyses revealed that the significant upregulation of the <italic>GPD1</italic>, <italic>GPAT</italic> and <italic>ADPRM</italic> genes promoted glycerophospholipid accumulation. Additionally, the significantly upregulated <italic>glyA</italic> and downregulated <italic>asnB</italic>, <italic>nadB</italic>, <italic>thrA</italic> and <italic>SAT</italic> genes coordinate to the regulation of amino acid biosynthesis. The significantly upregulated <italic>SUS, bgl B, BAM</italic>, and <italic>SGA1</italic> genes were involved in soluble sugar accumulation under Se treatment. In summary, this study identified the optimal Se concentration (2.0 mmol/L), which significantly improved the growth and nutritional quality of <italic>L. lancifolium</italic> and contributed to understanding the combined effects of Se treatment on the expression of genes and the accumulation of metabolites in <italic>L. lancifolium</italic> bulbs.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Lilium lancifolium</italic>
</kwd>
<kwd>selenium</kwd>
<kwd>soluble sugar</kwd>
<kwd>amino acid</kwd>
<kwd>soluble protein</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="15"/>
<word-count count="6297"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Abiotic Stress</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Lilium lancifolium</italic> Thunb is a perennial herbaceous species belonging to the Liliaceae family and is native to China, Japan and North Korea (<xref ref-type="bibr" rid="B29">Munafo and Gianfagna, 2015</xref>; <xref ref-type="bibr" rid="B51">Zhao et&#xa0;al., 2016</xref>).</p>
<p>The bulbs of <italic>L. lancifolium</italic> can be used as both medicine and food (<xref ref-type="bibr" rid="B9">Gao et&#xa0;al., 2015</xref>). The main chemical components of the edible bulb of <italic>L. lancifolium</italic> include sucrose, polysaccharides, amino acids, vitamins, and minerals (<xref ref-type="bibr" rid="B29">Munafo and Gianfagna, 2015</xref>; <xref ref-type="bibr" rid="B45">Wang et&#xa0;al., 2019</xref>). As an essential trace element, Se (Se) plays a beneficial role in maintaining the physical health of humans and animals (<xref ref-type="bibr" rid="B44">Wang et&#xa0;al., 2021</xref>). Daily intake of appropriate amounts of Se can prevent various diseases, such as Keshan disease, cardiovascular and cerebrovascular diseases, joint inflammation and cancer (<xref ref-type="bibr" rid="B33">Pyrzynska and Sentkowska, 2021</xref>).</p>
<p>Generally, appropriate Se is beneficial for plant growth, while excessive Se can inhibit plant growth and produce toxic effects (<xref ref-type="bibr" rid="B8">El-Ramady et&#xa0;al., 2016</xref>). A study revealed that a moderate concentration of Se stimulated the growth and antioxidant capacity of <italic>Salvia miltiorrhiza</italic> (<xref ref-type="bibr" rid="B50">Zhang et&#xa0;al., 2023</xref>). However, high-dose Se reduced the survival rate and yield of <italic>Atractylodes macrocephala</italic> (<xref ref-type="bibr" rid="B52">Zhou et&#xa0;al., 2021</xref>). Moderate Se concentrations could increase the content of nutrients, such as most amino acids and trace elements, thereby improving the quality and economic benefits of plants (<xref ref-type="bibr" rid="B53">Zhu et&#xa0;al., 2017</xref>). For instance, Se supplementation can increase the level of exogenous amino acids, including lysine and leucine, in soybean (<xref ref-type="bibr" rid="B49">Zhang et&#xa0;al., 2020</xref>). Soluble sugars such as sucrose, fructose, and glucose can be generated through sucrose and starch metabolism (<xref ref-type="bibr" rid="B27">Malik et&#xa0;al., 2011</xref>). A study on tomato revealed that Se application could increase the soluble sugar content, thus improving tomato fruit quality (<xref ref-type="bibr" rid="B14">Hu et&#xa0;al., 2023</xref>). In addition, foliar Se application can also affect the accumulation of Se and secondary metabolites in plants (<xref ref-type="bibr" rid="B4">da Silva et&#xa0;al., 2020</xref>). A study on cabbage revealed that a moderate concentration of Se (0.4 mmol/L) significantly increased the flavonoid content and phenolic acid biosynthesis (<xref ref-type="bibr" rid="B47">Yang et&#xa0;al., 2022</xref>). It has been reported that glucosinolate biosynthesis in broccoli is enhanced by a moderate concentration of Se (0.4 mmol/L) (<xref ref-type="bibr" rid="B42">Tian et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Rao et&#xa0;al., 2021</xref>). However, the influence of Se on the growth and quality of <italic>L. lancifolium</italic> has not been studied yet.</p>
<p>Although many studies have evaluated the effects of Se application on the growth and development of a wide range of plant species, little information is available on the molecular mechanism underlying these biological processes. Combined transcriptome and metabolome technology has improved the understanding of the interactions between genes and nutritional metabolites in food generating plants. For instance, the mechanism through which Se regulates the catabolism and biosynthesis of amino acids and sugars, ultimately promoting the growth of apple plants, was revealed by integrated analysis of the transcriptome and metabolome (<xref ref-type="bibr" rid="B25">Liu et&#xa0;al., 2024</xref>). These technologies help researchers understand the regulatory effects of key genes on several important nutrients in foods. However, the changes in the transcriptome and metabolome of Se-treated <italic>L. lancifolium</italic> plants have not been determined. Hence, it is necessary to elucidate the regulatory network between genes and key metabolites through the combination of transcriptome and metabolome analyses in <italic>L. lancifolium</italic> under Se application.</p>
<p>In this study, we treated <italic>L. lancifolium</italic> plants with different concentrations of Se and measured their morphological, physiological and quality traits, including soluble protein, amino acid, soluble sugar, total flavonoid and alkaloid content. An Illumina NovaSeq 6000 and HPLC&#x2212;MS/MS system were used to perform transcriptome and metabolome analyses of <italic>L. lancifolium</italic> bulbs in the control and Se treatment groups to further construct a network of genes and individual glycerophospholipids, amino acids and soluble sugars. This study will provide novel insights into the effects of Se on the accumulation of crucial components in <italic>L. lancifolium</italic> bulbs and lay a foundation for unraveling the molecular mechanisms of Se in regulating the growth and quality of <italic>L. lancifolium</italic>.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Plant materials and treatments</title>
<p>The healthy and uniform <italic>L. lancifolium</italic> plants used in this study were two years old and were planted in plastic pots (20.0&#xa0;cm diameter, 14.0&#xa0;cm depth) with appropriate culture soil in a greenhouse. After transplanting for 30 days, 250 mL of different sodium selenite solutions (with Se concentrations of 0, 0.5, 1.0, 2.0, 4.0, or 8.0 mmol/L) were added to each pot for each treatment. After transplanting for 45 days, the same Se dosage was applied again. After 90 days of transplanting, the plants were collected, and the levels of chlorophyll, soluble sugar, soluble protein, Se, total flavonoids and alkaloids were measured. Bulb samples from the control (0 mmol/L) and treatment (2.0 mmol/L) groups (three replicates for each) were collected and processed to transcriptomic and metabolomic analysis.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Determination of the chlorophyll, soluble protein and soluble sugar content</title>
<p>The levels of chlorophyll, soluble protein and soluble sugar in <italic>L. lancifolium</italic> were determined using previous methods (<xref ref-type="bibr" rid="B13">He et&#xa0;al., 2019</xref>). For chlorophyll content detection, 0.1&#xa0;g of leaf tissue was immersed in 95% ethanol and subsequently placed in the dark for 48&#xa0;h. A UV2600 spectrophotometer was subsequently used to measure the absorbance of the chlorophyll extract. For soluble protein extraction, 0.3&#xa0;g bulb samples were homogenized with 5 mL of 50 mmol buffer solution (containing 0.7% NaH2PO4&#xb7;2H2O and 1.64% Na2HPO4&#xb7;12H2O, pH 7.8) and subjected to grinding with a precooled mortar and pestle. Then, the samples were centrifuged at 5000 <italic>&#xd7;</italic> g for 25&#xa0;min at 4&#xb0;C, and the supernatant was collected for determination of soluble protein content via the G-250 Coomassie Brilliant Blue method. The soluble sugar content of the samples was extracted in 80% ethanol in a boiling water bath and determined by anthrone colorimetry with a UV&#x2013;visible spectrometer at a wavelength of 620 nm.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Total flavonoid and alkaloid content</title>
<p>The flavonoid and alkaloid content was measured and analyzed according to previous methods (<xref ref-type="bibr" rid="B48">Zhang et&#xa0;al., 2021</xref>). For the flavonoid content, 0.2&#xa0;g of bulb powder was collected and sonicated with 10 mL of 50% ethanol for 30 minutes. Then, the samples were centrifuged at 10000 rpm for 25 minutes, and 5 mL of the supernatant was collected in a 100 mL beaker supplemented with 8 mL of 1.5% AlCl3 solution and 4 mL of 0.1 mol/L acetic acid sodium acetate buffer (pH 5.5). Immediately, 50% ethanol aqueous solution was added to the mixture, after which the mixture was added to a 25 mL volumetric flask. After 30 minutes, the concentration of the mixed solution was determined via spectrophotometry. For alkaloid analysis, 0.2&#xa0;g of bulb powder was collected. Then, 1 mL of ammonia water and 10 mL of methanol were added to the mixture, and the mixture was sonicated for 30 minutes twice. The supernatant was filtered using qualitative filter paper and placed in a 90&#xa0;mm diameter evaporating dish. The filtrate was then evaporated in an 85 &#xb0;C water bath. Then, 10 mL of chloroform was added to the evaporating dish containing methanol. The mixture was transferred to the colorimetric solution and mixed well for 1 minute. Finally, the mixture was transferred to a separating funnel, and the chloroform layer was measured using a UV-1800 ultraviolet spectrophotometer (Shimadzu, Japan).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Total Se and organic Se content</title>
<p>The total Se concentration in the bulbs of <italic>L. lancifolium</italic> was determined by the HNO<sub>3</sub>-HClO<sub>4</sub> digestion method described by <xref ref-type="bibr" rid="B6">Deng et&#xa0;al. (2017)</xref>.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Transcriptomic sequencing and analysis</title>
<p>Total RNA was extracted from the bulb samples using TRIzol reagent (Invitrogen, Carlsbad, CA, USA). Then, RNA quality was determined by a 5300 Bioanalyzer (Agilent) and quantified using an ND-2000 (NanoDrop Technology). Approximately 1 &#xb5;g of total RNA was used to construct a transcriptome library using the NEBNext&#xae; Ultra&#x2122; RNA Library Prep Kit. Double-stranded cDNA was generated using a double-stranded cDNA synthesis kit. The libraries were sequenced using a NovaSeq 6000 sequencer. The transcripts were annotated by the Kyoto Encyclopedia of Genes and Genomes (KEGG), Gene Ontology (GO), NCBI protein nonredundant (NR), and Clusters of Orthologous Groups of proteins (COG) databases. Significantly DEGs were defined as those with a |log2FC|&#x2265;1 and an FDR &#x2264; 0.05. In addition, GO and KEGG functional analyses were used to screen significantly enriched GO terms and metabolic pathways. GO and KEGG enrichment analyses were carried out by Goatools and KOBAS, respectively. All the pathway enrichment analysis were performed based on the KEGG database.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Metabolite detection and analysis</title>
<p>Four hundred microliters of extraction solution [methanol: water = 4:1 (v:v)] was used for metabolite extraction. The bulb samples were dried and ground into powder, followed by ultrasonic extraction for 30&#xa0;min. The samples were subsequently stored at -20&#xb0;C for 30&#xa0;min and centrifuged for 15&#xa0;min (4&#xb0;C, 13000 &#xd7; g), after which the supernatant was used for LC&#x2013;MS/MS analysis. LC&#x2212;MS/MS analysis of the samples was performed on a Thermo UHPLC-Q Exactive HF-X system equipped with an ACQUITYHSS T3 column. Differentially abundant metabolites with a fold change (FC) &#x2265; 2 or &#x2264; 0.5 and a VIP &#x2265; 1 were identified.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Real-time quantitative PCR analysis</title>
<p>RT&#x2212;qPCR was carried out to validate the transcriptomic data according to previous methods (<xref ref-type="bibr" rid="B17">Jiang et&#xa0;al., 2023</xref>). The <italic>glyceraldehyde-3-phosphate dehydrogenase</italic> (<italic>GAPDH</italic>) gene was used as the reference gene. The 2<sup>&#x2212;DDCT</sup> method was used to calculate the relative expression levels of the genes (<xref ref-type="bibr" rid="B26">Livak and Schmittgen, 2001</xref>). One-way ANOVA was used to analyze the significant differences between the control and treatment groups.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Statistical analysis</title>
<p>All the data are expressed as the mean values of three biological triplicates &#xb1; standard errors. One-way ANOVA was performed to compare the control and Se-treated groups using SPSS 20.0 (SPSS, Inc., Chicago, USA).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Effects of Se on the growth of <italic>L. lancifolum</italic>
</title>
<p>The growth of <italic>L. lancifolium</italic> was significantly influenced by Se. As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, 2.0 mmol/L Se effectively promoted the growth of <italic>L. lancifolium</italic>. The plant height and bulb weight were markedly greater than those of the control (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2B, D</bold>
</xref>). More importantly, compared with that of the control (0 mmol/L), the bulb weight of the treatment (2.0 mmol/L) increased by 38.1%. The plant height and bulb weight of the treatments (0.5 and 1.0 mmol/L) were insignificantly greater than those of the control. No significant difference was found in the chlorophyll content or fresh weight aboveground of <italic>L. lancifolium</italic> plants between the 2.0 mmol/L Se treatment group and the control group (<xref ref-type="fig" rid="f2"><bold>Figures 2A, C</bold></xref>). Treatment with 4.0 mmol/L and 8.0 mmol/L Se strongly inhibited the growth of <italic>L. lancifolium</italic>, and the plants wilted and senesced (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). These results showed that an appropriate concentration (2.0 mmol/L) of Se could facilitate the growth of <italic>L. lancifolium</italic>, but 4.0 mmol/L above Se inhibited the plant growth and even caused the plant death.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Phenotype of <italic>L. lancifolium</italic> under different Se treatments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The chlorophyll content <bold>(A)</bold>, plant height <bold>(B)</bold>, fresh weight of aboveground <bold>(C)</bold>, and bulb weight <bold>(D)</bold> of <italic>L. lancifolium</italic> under different Se treatments. Letters mean significant difference at <italic>p &lt; 0.05.</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Effects of Se on the nutritional quality of <italic>L. lancifolum</italic>
</title>
<p>To study the effect of Se treatment on the nutritional quality of <italic>L. lancifolium</italic>, the quality traits of the bulbs were investigated. The results indicated that the soluble sugar content was significantly greater in the control treatment than in the 2.0 mmol/L Se treatment. In addition, the soluble protein content in the 2.0&#x2013;8.0 mmol/L Se treatment group was significantly greater than that in the control group (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>). In particular, in the 2.0 mmol/L Se treatment group, the soluble protein content increased by 72.0% compared to that in the control group (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Additionally, the flavonoid and alkaloid content did not significantly differ under the 0&#x2013;4.0 mmol/L Se treatments (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). Moreover, compared with those in the control group, the flavonoid and alkaloid content in the 8.0 mmol/L Se treatment group increased by 33.3% and 93.4%, respectively (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). Generally, the 2.0 mmol/L Se treatment significantly improved the nutritional quality of <italic>L. lancifolium</italic> bulbs.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The content of soluble sugars <bold>(A)</bold>, soluble proteins <bold>(B)</bold>, alkaloids <bold>(C)</bold>, and flavonoids <bold>(D)</bold> in <italic>L. lancifolium</italic> bulbs under different Se treatments. Letters mean significant difference at <italic>p &lt; 0.05.</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g003.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Effects of Se on the total Se and organic Se content in <italic>L. lancifolum</italic>
</title>
<p>
<italic>L. lancifolium</italic> can transform Se into considerable amounts of organic Se. As shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>, inorganic selenium was not be detected, and the total inorganic Se was totally transformed into organic Se. The Se content of <italic>L. lancifolium</italic> significantly increased with increasing Na<sub>2</sub>SeO<sub>3</sub> concentration (0&#x2013;8.0 mmol/L). The organic Se content in the 0 mmol/L Na<sub>2</sub>SeO<sub>3</sub> treatment group was 0.9 mg/kg DW, whereas <italic>L. lancifolium</italic> accumulated 2.0 mg/kg DW Se in the 0.5 mmol/L Na<sub>2</sub>SeO<sub>3</sub> treatment group. The findings showed that Se was taken up by the bulbs of <italic>L. lancifolium</italic> and was extensively transferred to organic Se. High Na<sub>2</sub>SeO<sub>3</sub> concentrations resulted in high organic Se content in the bulbs. The organic Se concentrations were 3.3, 3.9, 4.7, and 12.5 mg/kg DW in the 1.0, 2.0, 4.0, and 8.0 mmol/L groups, respectively. These results showed that <italic>L. lancifolium</italic> could transform and accumulate a considerable amount of organic Se.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Functional annotations of <italic>L. lancifolum</italic> unigenes</title>
<p>Six cDNA libraries were sequenced from the 0 and 2.0 mmol/L Se treatments. A total of 44,363,384, 45,103,380, 45,909,630, 43,965,638, 56,813,072, and 43,375,422 clean reads were acquired from the CK and T groups, respectively. The average numbers of clean reads obtained from CK and T were 48,051,377 and 45,125,465, respectively. Additionally, the average GC content were 47.87% for CKs and 48.79% for T. The mean Q20 values were 98.37% and 98.09%, and the Q30 values were 95.28% and 94.66% for CK and T, respectively, suggesting the high quality of the transcriptome sequencing data (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). The raw data were uploaded to the Genome Sequence Archive (GSA) database (CRA014864). Moreover, <italic>de novo</italic> assembly was performed, and 91,435 transcripts and 58,023 unigenes with average lengths of 767 bp and 799 bp, respectively, were identified. All the unigenes are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>DEGs in <italic>L. lancifolum</italic> in response to Se treatment</title>
<p>To understand the transcriptomic response of <italic>L. lancifolium</italic> to Se treatment, we analyzed the DEGs that were identified in the CK and T groups. A total of 4389 DEGs were screened, including 2328 upregulated DEGs and 2061 downregulated DEGs (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). In addition, the DEGs from the CK and T groups were clustered using the heatmap clustering method (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The DEGs were categorized into two groups, and the expression profiles of the CK and Se-treated plants were different. Genes with similar expression patterns were clustered together. No significant differences were found in the expression patterns of the DEGs between replicates. Furthermore, the DEGs were subjected to GO functional analysis. The DEGs were categorized into molecular function (MF), biological Process (BP), and cellular Component (CC) terms. The significantly enriched MF GO terms were &#x201c;binding&#x201d; and &#x201c;catalytic activity&#x201d;. In the BP category, &#x201c;cellular process&#x201d; and &#x201c;metabolic process&#x201d; were significantly enriched. The CC category included DEGs related to cell parts, membranes and organelles (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Furthermore, to screen the metabolic pathways enriched in <italic>L. lancifolium</italic> in response to Se, the DEGs were annotated to significantly enriched KEGG pathways. Twenty enriched metabolic pathways were found. The DEGs were significantly.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Transcriptome analysis of <italic>L. lancifolium</italic> under 0 and 2.0 mmol/L Se treatments. <bold>(A)</bold> Statistics of the DEGs. <bold>(B)</bold> Hierarchical clustering analysis of DEGs. <bold>(C)</bold> Statistical analysis of the enriched GO terms. <bold>(D)</bold> KEGG pathway enrichment of the DEGs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g004.tif"/>
</fig>
<p>enriched in cysteine and methionine metabolism (27 DEGs); protein processing in the endoplasmic reticulum (86 DEGs); MAPK signaling pathway-plant (61 DEGs); &#x201c;stilbenoid, diarylheptanoid and gingerol biosynthesis&#x201d; (13 DEGs); and flavonoid biosynthesis (16 DEGs) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>). These results suggested that the DEGs involved in the above metabolic pathways in <italic>L. lancifolium</italic> might be related to soluble protein and amino aid accumuation in <italic>L. lancifolium</italic>.</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Metabolomic analysis of <italic>L. lancifolum</italic> treated with Se</title>
<p>To provide insights into the molecular mechanism of <italic>L. lancifolium</italic> in response to Se, based on the physiological and growth indices of <italic>L. lancifolium</italic> bulbs, samples from the 0 and 2.0 mmol/L Se treatment groups were subjected to nontargeted metabolome analysis. A total of 969 metabolites were identified. These metabolites were mainly classified into 12 categories: &#x201c;lipids and lipid-like molecules&#x201d;, &#x201c;organic oxygen compounds&#x201d;, &#x201c;benzenoids&#x201d;, &#x201c;nucleosides, nucleotides, and analogs&#x201d;, &#x201c;phenylpropanoids and polyketides&#x201d;, &#x201c;organic nitrogen compounds&#x201d;, &#x201c;alkaloids and derivatives&#x201d;, etc. (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>). Overall, 100 differentially expressed metabolites (DEMs) were screened. The DEMs were divided into two groups according to their expression profiles between the 0 and 2.0 mmol/L Se treatment groups according to PLS-DA and OPLS-DA (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S4</bold>
</xref>). These DEMs were categorized into 10 terms, mainly including amino acids (16), steroids and steroid derivatives (9), prenol lipids (8), carbohydrates (4), glycerophospholipids (4) and organic acids and derivatives (4) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Moreover, KEGG pathway enrichment analysis revealed that these DEMs were significantly enriched in glycerophospholipid metabolism, &#x201c;glycine, serine and threonine metabolism&#x201d;, &#x201c;cysteine and methionine metabolism&#x201d;, and cyanoamino acid metabolism (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). The upregulated DEM-enriched KEGG pathways were associated mainly with amino acids (L-serine and L-aspartic acid), glycerophospholipids and carbohydrates.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Metabolomic analysis of <italic>L. lancifolium</italic> under 0 and 2.0 mmol/L Se treatments. <bold>(A)</bold> Clustering analysis of the DEMs. <bold>(B)</bold> KEGG pathway enrichment of the DEMs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g005.tif"/>
</fig>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Combined transcriptome and metabolome analysis</title>
<p>Based on the transcriptomic and metabolomic data, the KEGG pathways were chosen as the carrier, and an integrative analysis was conducted. The KEGG pathway numbers associated with the transcriptome and metabolome are shown in the Venn diagram (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S5</bold>
</xref>). The cross areas in the circle represent the number of KEGG pathways associated with the differentially accumulated genes and metabolites identified by the two omics methods. All the DEGs and DEMs were enriched according to KEGG pathway enrichment analysis to determine the pathways associated with the DEGs and DEMs. Both the DEMs and DEGs were significantly enriched in 8 KEGG pathways, including glycerophospholipid metabolism (map00564), &#x201c;glycine, serine and threonine metabolism&#x201d; (map00260), &#x201c;cysteine and methionine metabolism&#x201d; (map00270), &#x201c;alanine, aspartate and glutamate metabolism&#x201d; (map00250), and &#x201c;starch and sucrose metabolism&#x201d; (map00500) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). The DEGs and DEMs in <italic>L. lancifolium</italic> under Se treatment, with a Pearson correlation coefficient (PCC) higher than 0.8, were selected, and a clustered heatmap was drawn. The clustered heatmap showed that the DEMs related to DEGs were classified into several categories, among which amino acids, lipids and carbohydrates were the three largest categories (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). To study the relationships between DEGs and DEMs in <italic>L. lancifolium</italic> under Se treatment, a PCC <italic>&gt;</italic> 0.90 and a p value <italic>&lt;</italic> 0.05 were used as the threshold values for carrying out co-expression network analysis (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). These results suggested that Se may be related to complex network regulatory relationships with glycerophospholipid, amino acid, and soluble sugar biosynthesis pathways, which promote the accumulation of these nutrients to improve the growth and nutritional quality of <italic>L. lancifolium</italic>.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Metabolomic and transcriptomic analysis of <italic>L. lancifolium</italic> under 0 and 2.0 mmol/L Se treatments. <bold>(A)</bold> KEGG pathway enrichment of DEGs and DEMs. <bold>(B)</bold> Clustered heatmap of DEGs and DEMs. <bold>(C)</bold> Interaction network of DEGs and DEMs involved in glycerophospholipid, amino acid and soluble sugar biosynthesis in <italic>L. lancifolium</italic> based on Pearson correlation analysis. The blue circles represent the DEGs, and the red circles represent the DEMs. The blue straight line indicates a negative correlation, and the red straight line indicates a positive correlation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g006.tif"/>
</fig>
<p>To obtain a deeper understanding of the enriched metabolic pathways, including glycerophospholipid, amino acid, and soluble sugar biosynthesis, based on the combined metabolome and transcriptome analysis, metabolic pathway diagrams were constructed. In the glycerophospholipid metabolism pathway (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>), three genes, namely, <italic>glycerol-3-phosphate dehydrogenase</italic> (<italic>GPD1</italic>), <italic>glycerol-3-phosphate acyltransferase</italic> (<italic>GPAT</italic>), and <italic>manganese-dependent ADP-ribose</italic> (<italic>ADPRM</italic>), were significantly upregulated. Notably, <italic>GPAT</italic> is the first key enzyme involved in the synthesis of glycerides. According to the metabolomics analysis, PA [18:1(9Z)/18:3(6Z,9Z,12Z)] and PA [18:1(9Z)/18:3(6Z,9Z,12Z)], precursor substances of the key substance 1&#x2013;2-diacyl-sn-glycerol-3P, were found to be highly accumulated during Se treatment. Serine can be decomposed into ethanolamine via a process catalyzed by serine decarboxylase (SDC), and serine is the key substrate for &#x201c;glycine, serine and threonine metabolism&#x201d;. Among the genes related to &#x201c;glycine, serine and threonine metabolism&#x201d; (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>), the gene encoding aspartokinase/homoserine dehydrogenase (thrA) was significantly downregulated, while two genes encoding serine hydroxy methyltransferase (glyA) were significantly upregulated. glyA catalyzes the reversible simultaneous conversion of L-serine to glycine. As shown by the metabolic analysis, the serine content was strongly increased by the upregulation of glyA. However, the downregulated homoserine dehydrogenase (thrA) was not consistent with the changes in homoserine and threonine levels. In addition, the L-aspartic acid reaction catalyzed by aspartokinase (thrA) links &#x201c;glycine, serine and threonine metabolism&#x201d; and &#x201c;alanine, aspartate and glutamate metabolism&#x201d; together. L-aspartate is an important precursor for the synthesis of amino acids such as lysine, threonine, isoleucine, methionine, and purine and pyrimidine bases in living organisms. In the present study, genes involved in the biosynthesis and transformation of L-aspartate were identified (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). Aspartate synthase (asnB) and L-aspartate oxidase (nadB) were significantly downregulated. AsnB catalyzes the biosynthesis of asparagine based on the substrate aspartic acid, and nadB catalyzes the transformation of aspartate to oxaloacetate (<xref ref-type="bibr" rid="B16">Ito et&#xa0;al., 2023</xref>). Consistently, the content of the substance L-aspartate strongly increased with decreasing conversion. Serine is also the final reaction product of cysteine and methionine metabolism. Many DEGs related to cysteine and methionine metabolism were identified (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). Three genes encoding L-3-cyanoalanine synthase/cysteine synthase 2 (ATCYSC1), one gene encoding homocysteine S-methyltransferase 1 (mmuM), ten genes encoding methionine adenosyltransferase (MAT), and two genes encoding nicotianamine aminotransferase 1-like (TAT) were significantly upregulated, while one gene encoding serine acetyltransferase (SAT) was significantly downregulated. Metabolomic analysis revealed that the cysteine and methionine content remained unchanged, which might suggest that the biosynthesis and transformation of cysteine and methionine dynamically changed.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The differentially expressed genes (DEGs) and differentially expressed metabolites (DEMs) involved in the pathways of &#x201c;glycerophospholipid metabolism <bold>(A)</bold>&#x201d;, &#x201c;alanine, aspartate and glutamate metabolism <bold>(B)</bold>&#x201d;, &#x201c;glycine, serine and threonine metabolism <bold>(C)</bold>&#x201d;, and &#x201c;cysteine and methionine metabolism <bold>(D)</bold>&#x201d; in <italic>L. lancifolium</italic> responded to Se. The green box represents glycerophospholipid metabolism, the golden box represents alanine, aspartate and glutamate metabolism, the blue box represents glycine, serine and threonine metabolism, and the yellow box represents cysteine and methionine metabolism. The circles denote the metabolites (orange represents upregulation). The rectangles denote the genes (orange represents upregulation; green represents downregulation).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g007.tif"/>
</fig>
<p>Another important biological process, &#x201c;starch and sucrose metabolism&#x201d;, was significantly activated. As shown in <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>, many DEGs and DEMs were induced in the Se treatment group. The expression of genes such as alpha-trehalose-phosphate synthase (TPS), sucrose synthase (SUS), beta-amylase (E3.2.1.2), fructokinase-1 (E2.7.1.4), beta-glucosidase (bglB), AGPase (glgC), and glucoamylase (SGA1) was significantly upregulated. Metabolic analysis revealed that the isomaltose content was significantly greater in the Se treatment group than in the control group. The upregulation of beta-amylase and glucoamylase plays an important role in the breakdown of amylose to maltose and D-glucose. Similarly, the upregulation of fructokinase-1 and bglB prompts the entry of sucrose into fructose and glucose. The soluble sugar content increased markedly during starch and sucrose metabolism.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>DEGs and DEMs involved in &#x201c;starch and sucrose metabolism&#x201d; in <italic>L. lancifolium</italic> in response to Se. The circles denote the metabolites (orange represents upregulation). The rectangles denote the genes (orange represents upregulation; green represents downregulation).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g008.tif"/>
</fig>
</sec>
<sec id="s3_8">
<label>3.8</label>
<title>Validation of the DEGs by qRT&#x2212;PCR</title>
<p>The RNA-Seq data were validated by qRT&#x2212;PCR of ten unigenes related to TFs or Se responses (<xref ref-type="fig" rid="f9"><bold>Figure 9</bold></xref>). The primers used in this study are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>. The transcript levels of five responsive unigenes (<italic>RdRP</italic>, <italic>HSP</italic>, <italic>UDPGT, POLG</italic> and <italic>GST</italic>) were significantly upregulated in the Se treatment group compared with those in the CK group, while the expression of one gene, <italic>RHMA</italic>, was significantly lower. Three TF (<italic>TIFY</italic>, <italic>ERF</italic> and <italic>MYB</italic>) genes were also evaluated. The expression of all three TFs was markedly upregulated by Se treatment. Additionally, the expression of the cytochrome P450 (CYP450) gene was induced by Se. Furthermore, correlation analysis revealed that the expression levels of these unigenes determined via qRT&#x2212;PCR were consistent with those determined via RNA&#x2212;Seq, suggesting that the RNA&#x2212;seq data were accurate and reliable.</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>RNA-seq analysis and quantitative RT&#x2212;qPCR validation of genes differentially expressed between the 0 and 2.0 mmol/L Se treatment groups. <bold>(A)</bold> Correlations between the RNA-seq and RT&#x2212;qPCR results for the selected individual genes. <bold>(B)</bold> Correlations between the RNA-seq and RT&#x2212;qPCR results for all the selected genes. <italic>GAPDH</italic> gene was used as the reference gene. Three technical replicates were performed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Se regulates the physiological and biochemical traits of <italic>L. lancifolum</italic>
</title>
<p>Previous studies have shown that Se application can affect the physiological, molecular and morphological traits of plants (<xref ref-type="bibr" rid="B7">Ekanayake et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Schiavon and Pilon-Smits, 2017</xref>). In addition, members of Liliaceae family can accumulate large amounts of organic Se more easily than other types of plants (<xref ref-type="bibr" rid="B19">Kavalcov&#xe1; et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B40">Sun et&#xa0;al., 2023</xref>). Therefore, consuming Se-enriched <italic>L. lancifolium</italic> may be an efficient strategy for addressing Se deficiency problems in selenium-deficient humans. Appropriate concentration of Se can promote plant growth, and the accumulation of soluble sugars, soluble proteins, and other substances, but excessive Se could have opposite effects (<xref ref-type="bibr" rid="B43">Ulhassan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Alves et&#xa0;al., 2020</xref>). In the present study, a moderate concentration (2.0 mmol/L) of Se promoted the growth of aboveground parts and bulbs of <italic>L. lancifolium</italic> (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2</bold>
</xref>). Moreover, 2.0 mmol/L Se had a significant effect on bulb biomass and the content of soluble sugars and soluble proteins. However, high Se treatment (&#x2265;4.0 mmol/L) inhibited the normal growth and development of <italic>L. lancifolium</italic>, and the leaves became chlorotic and withered (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>&#x2013;<xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). These results indicate that Se has dual effects on <italic>L. lancifolium</italic> plant growth, which is consistent with previous studies. A previous study demonstrated that 0.1&#x2013;0.4 mmol/L Se promoted cabbage (<italic>Brassica oleracea</italic> var. capitata L.) growth, while 0.4 mmol/L above Se had the opposite effect and the plant showed symptoms of wilting, leaf chlorosis, and senescence (<xref ref-type="bibr" rid="B47">Yang et&#xa0;al., 2022</xref>). However, the study on broccoli (<italic>Brassica oleracea</italic> L. var. italica) showed that 0.2&#x2013;0.4 mmol/L Se significantly decreased the fresh weight of florets (<xref ref-type="bibr" rid="B34">Rao et&#xa0;al., 2021</xref>), indicating that different plants have diverse tolerance to selenium.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>The influence of Se application on the nutritional quality of <italic>L. lancifolum</italic>
</title>
<p>Quality traits such as nutrient availability and flavor are complex properties that are strongly influenced by the composition of soluble sugars, amino acids, organic acids and many other secondary metabolites (<xref ref-type="bibr" rid="B10">Gon&#xe7;alves et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B22">Li et&#xa0;al., 2023</xref>). Soluble protein can also be used as an indicator of the nutritional quality and growth status of horticultural crops. For instance, high soluble protein content in vegetables, such as broccoli and Dutch carrot, indicates high nutrient content (<xref ref-type="bibr" rid="B28">Masih et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B35">Schiavon et&#xa0;al., 2020</xref>). As an edible and medicinal plant, <italic>L. lancifolium</italic> presented increased soluble sugar, soluble protein, and amino acid content in response to the 2.0 mmol/L Se treatment, compared with those of the control. Our results were similar to the findings reported on cabbage and broccoli (<xref ref-type="bibr" rid="B34">Rao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B47">Yang et&#xa0;al., 2022</xref>). These findings indicate that appropriate Se application can improve the nutritional quality of <italic>L. lancifolium</italic>. Flavonoids and alkaloids are important secondary metabolites which are beneficial to human health and have advantages in the treatment of diseases (<xref ref-type="bibr" rid="B35">Schiavon et&#xa0;al., 2020</xref>). In the present study, 0.5&#x2013;2.0 mmol/L Se did not affect the flavonoid or alkaloid content of <italic>L. lancifolium</italic>, while &#x2265;4.0 mmol/L Se treatments stimulated the flavonoid and alkaloid accumulation. These results showed that the synthesis of flavonoids and alkaloids in <italic>L. lancifolium</italic> was promoted under excessive Se application, indicating that secondary metabolites are more likely to accumulate under stress conditions, and these findings were similar to those of a previous study on <italic>C. tangshen</italic> (<xref ref-type="bibr" rid="B48">Zhang et&#xa0;al., 2021</xref>). In conclusion, an appropriate concentration of Se can improve the quality and yield of <italic>L. lancifolium.</italic>
</p>
<p>Many studies have shown that organic Se is far safer and has greater biological potency for humans than inorganic Se (<xref ref-type="bibr" rid="B30">Naiel et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2022</xref>). In the present study, the organic Se content increased with increasing Se concentration, and the organic Se content of the bulbs reached a considerable 3.9 mg/kg (DW). Transformation of organic Se has also been found in Cruciferae plants, such as cabbage and broccoli (<xref ref-type="bibr" rid="B34">Rao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B47">Yang et&#xa0;al., 2022</xref>). Interestingly, in our study, the content of organic Se was the same as total Se, indicating that inorganic Se was easily absorbed and totally transformed into organic Se in <italic>L. lancifolium.</italic>
</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>The physiological response of <italic>L. lancifolum</italic> to Se and its potential molecular mechanisms</title>
<p>In this study, combined transcriptomic and metabolic analyses were conducted to elucidate the physiological and molecular mechanisms involved in the response of <italic>L. lancifolium</italic> to Se. The&#xa0;pivotal genes and metabolic pathways involved in glycerophospholipid metabolism, amino acid metabolism, and starch and sucrose metabolism were screened by combined analysis of the transcriptome and metabolome. Glycerophospholipids (GPLs) not only conform to the cell membrane architecture but also provide precursor substances and energy for a wide variety of biological processes, regulating plant growth (<xref ref-type="bibr" rid="B38">Sosa Alderete et&#xa0;al., 2020</xref>). Previous studies have shown that glycerol-3-phosphate dehydrogenase (GPD1) is a vital enzyme in lipid synthesis that converts dihydroxyacetone phosphate to sn-glycerol-3-phosphate, and Mn-dependent ADP-ribose/CDP-alcohol diphosphatase (ADPRM) catalyzes the conversion of CDP-glycerol to sn-glycerol-3-phosphate. Then, glycerol-3-phosphate acyltransferase (GPAT) converts sn-glycerol-3-phosphate into 2-acyl-sn-glycerol-3P and 1,2-diacyl-sn-glycerol-3P (<xref ref-type="bibr" rid="B11">Gonzalez-Baro and Coleman, 2017</xref>; <xref ref-type="bibr" rid="B20">Koh et&#xa0;al., 2023</xref>). In the present study, the <italic>GPD1</italic> and <italic>GPAT</italic> genes were significantly upregulated in the Se-treated group, compared with the control. These genes coordinately promoted the phospholipids biosynthesis of PAs [18:1(9Z)/18:3(6Z,9Z,12Z), 18:1(9Z)/18:3(6Z,9Z,12Z)], which are intermediate substances of 1,2-diacyl-sn-glycerol-3P. Relevant studies have revealed that stimulating denovo phospholipid biosynthesis via gene overexpression can enhance root growth (<xref ref-type="bibr" rid="B2">Angkawijaya et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B41">Tan and Nakamura, 2022</xref>). Similarly, in this study, the increase of PAs [18:1(9Z)/18:3(6Z,9Z,12Z), 18:1(9Z)/18:3(6Z,9Z,12Z)] might play vital roles in membrane construction and cell biological processes, thus promoting bulb growth in <italic>L. lancifolium</italic>. Taken together, these findings confirmed that <italic>GPD1</italic>, <italic>GPAT</italic> and <italic>ADPRM</italic> are the key genes involved in phospholipid biosynthesis in <italic>L. lancifolium.</italic>
</p>
<p>Amino acids are essential compounds involved in the biosynthesis of proteins, the predominant provision of nitrogen (N), and signaling molecules that determine the taste and nutritional value of products (<xref ref-type="bibr" rid="B21">Li et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B41">Tan and Nakamura, 2022</xref>). Se can reportedly induce the accumulation of amino acids, sucrose, and storage proteins in plants (<xref ref-type="bibr" rid="B15">Hu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B37">Silva et&#xa0;al., 2023</xref>). AsnB is a catalytic enzyme that converts L-aspartate to asparagine, nadB catalyzes the oxidation of L-aspartate to oxaloacetate, and thrA is involved in the conversion of L-aspartate to L-4-aspartate-phosphate (<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B16">Ito et&#xa0;al., 2023</xref>). The present study showed that the genes <italic>asnB</italic>, <italic>nadB</italic>, and <italic>thrA</italic> were significantly downregulated, thus the degradation of L-aspartate was inhibited, indicating that L-aspartate accumulated markedly at the transcriptional level. Moreover, metabolic analysis confirmed that the abundance of L-aspartate increased in the 2.0 mmol/L Se treatment. The <italic>glyA</italic> gene encodes an <italic>&#x3b1;</italic>-class pyridoxal-5&#x2032;-phosphate (PLP)-dependent enzyme which catalyzes the conversion of glycine to serine (<xref ref-type="bibr" rid="B15">Hu et&#xa0;al., 2022</xref>). In this study, transcriptome analysis revealed that two <italic>glyA</italic> genes were significantly upregulated in 2.0 mmol/L Se treatment, compared with the control, indicating that serine was strongly accumulated in <italic>L. lancifolium</italic> under 2.0 mmol/L Se treatment. These results suggest that Se can upregulate genes like <italic>asnB</italic>, <italic>nadB</italic> and <italic>thrA</italic>, which in turn enhances the biosynthesis of specific amino acids. Similarly, studies on lettuce and tea plants revealed that the content of amino acids, such as glyA, L-aspartate acid and serine, were increased under Se application (<xref ref-type="bibr" rid="B31">Pi&#xf1;ero et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B46">Xiang et&#xa0;al., 2022</xref>). With respect to cysteine and methionine metabolism, transcriptome and metabolism analyses revealed various upregulated DEGs, such as <italic>ATCYSC1</italic>, <italic>mmuM</italic>, <italic>MAT</italic>, <italic>TAT</italic> and <italic>SAT</italic>. However, there was no change in the amino acid content of cysteine and methionine, indicating that the expression of DEGs related to cysteine and methionine metabolism dynamically changed under Se application. These results demonstrated that the <italic>glyA</italic>, <italic>asnB</italic>, <italic>nadB</italic>, <italic>thrA</italic> and <italic>SAT</italic> genes play important roles in Se-induced amino acid biosynthesis, thus improving the nutritional quality of <italic>L. lancifolium</italic>.</p>
<p>Soluble sugars such as sucrose, fructose, glucose and isomaltose are important nutrients which will be increased in plants under appropriate Se treatments (<xref ref-type="bibr" rid="B18">Kaur et&#xa0;al., 2018</xref>). Soluble sugar components are involved in starch and sucrose metabolism. Sucrose synthase is an enzyme that can catalyze the synthesis of sucrose from UDP-glucose (<xref ref-type="bibr" rid="B39">Stein and Granot, 2019</xref>). In the present study, two <italic>SUS</italic> genes which catalyze sucrose synthesis were significantly upregulated, and sucrose biosynthesis was enhanced, which might gradually promote the growth and development of <italic>L. lancifolium</italic> in response to appropriate Se treatments. Beta-glucosidase (bgl B) is involved in the hydrolysis of cellodextrin into glucose, beta-amylase (E3.2.1.2) converts starch into maltose and glucose, and glucoamylase (SGA1) can catalyze the conversion of starch into glucose (<xref ref-type="bibr" rid="B12">Han et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B32">Purwadi et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B5">Deflandre et&#xa0;al., 2022</xref>). In this study, four <italic>bgl B</italic> genes, two <italic>beta-amylase</italic> genes, and one <italic>SGA1</italic> gene were significantly upregulated, which might promote the glucose accumulation in <italic>L. lancifolium</italic> under Se application. Similarly, the upregulation of genes such as <italic>SUS</italic>, <italic>SPS</italic>, and <italic>bgl B</italic> led to an increase in soluble sugars in apple under appropriate Se application (<xref ref-type="bibr" rid="B25">Liu et&#xa0;al., 2024</xref>). Additionally, metabolic analysis revealed that the soluble sugar content of isomaltose was significantly greater in the 2.0 mmol/L Se treatment than that in the control. However, differentially expressed soluble sugars, such as glucose, sucrose and fructose, were not detected in the metabolic analysis, possibly because these substances may be detected with a mass spectrometry peak. Overall, the combined transcriptome and metabolism analysis revealed that genes such as <italic>SUS</italic>, <italic>bgl B</italic>, <italic>BAM</italic>, and <italic>SGA1</italic> played vital roles in the biological process of soluble sugar synthesis, which was consistent with the physiological parameters.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>This study explored the effects of different levels of Se on the growth and nutritional quality of <italic>L. lancifolium</italic>. Our results revealed that 2.0 mmol/L Se markedly increased the content of total Se, organic Se, and the main metabolites (phospholipid, amino acids, soluble proteins, soluble sugars), thus comprehensively improving the growth and nutritional quality of <italic>L. lancifolium</italic>. Integrated analysis of the transcriptome and metabolome revealed that Se application positively regulated the metabolic pathways of phospholipid biosynthesis (<italic>GPD1</italic>, <italic>GPAT</italic> and <italic>ADPRM</italic>), amino acid biosynthesis (<italic>glyA</italic>, <italic>asnB</italic>, <italic>nadB</italic>, <italic>thrA</italic> and <italic>SAT</italic>), and starch and sucrose metabolism (<italic>SUS, bgl B, BAM</italic>, and <italic>SGA1</italic>). Appropriate Se application could promote the nutritional quality of <italic>L. lancifolium</italic>, and 2.0 mmol/L Se treatment was the optimal. In summary, this study systematically revealed the relationships among glycerol phospholipid metabolism, amino acid metabolism, and soluble sugar accumulation, and provided new insights into the potential molecular mechanisms underlying Se induced response in <italic>L. lancifolium</italic> (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>).</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>A conclusive model of the response of <italic>L. lancifolium</italic> to different Se treatments. The italic font in the box indicated the genes and non-italic font indicated the metabolites. The genes or metabolites labeled with red were up regulated, while labeled with green were down regulated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1399152-g010.tif"/>
</fig>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The data presented in the study are deposited in the NGDC Genome Sequence Archive (GSA) database, <uri xlink:href="https://ngdc.cncb.ac.cn/">https://ngdc.cncb.ac.cn/</uri>, accession number CRA014864.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>WZ: Conceptualization, Supervision, Writing &#x2013; original draft. XJ: Conceptualization, Data curation, Writing &#x2013; original draft. DL: Formal analysis, Software, Writing &#x2013; original draft. HW: Data curation, Validation, Writing &#x2013; original draft. YY: Methodology, Writing &#x2013; original draft. JY: Resources, Writing &#x2013; original draft. HL: Investigation, Writing &#x2013; original draft. LA: Conceptualization, Writing &#x2013; original draft. MZ: Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Special Fund for the Construction of Modern Agricultural Industrial Technology System (CARS-21), the Hubei Key Research Project (2023BBB079), the Central Finance Supported Promotion and Demonstration Project of Forestry Science and Technology (2024TG25), and the Enshi Technology Research Project (D20220075).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1399152/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1399152/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.doc" id="SM1" mimetype="application/msword">
<label>Supplementary Figure S1</label>
<caption>
<p>The content of organic selenium in <italic>L. lancifolium</italic> bulbs under different concentrations of selenium.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_1.doc" id="SF2" mimetype="application/msword">
<label>Supplementary Figure S2</label>
<caption>
<p>The categories of the identified metabolism in <italic>L. lancifolium</italic> bulbs under different concentrations of selenium.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_1.doc" id="SF3" mimetype="application/msword">
<label>Supplementary Figure S3</label>
<caption>
<p>The PLS-DA analysis of metabolites in <italic>L. lancifolium</italic> bulbs under different concentrations of selenium.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_1.doc" id="SF4" mimetype="application/msword">
<label>Supplementary Figure S4</label>
<caption>
<p>The content of organic selenium in <italic>
<italic>L. lancifolium</italic>
</italic> bulbs under different concentrations of selenium.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_1.doc" id="SF5" mimetype="application/msword">
<label>Supplementary Figure S5</label>
<caption>
<p>The KEGG pathways number involved in transcriptome and metabolome were shown in the Venn diagram.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xls" id="SF6" mimetype="application/vnd.ms-excel">
<label>Supplementary Table S1</label>
<caption>
<p>Statistical analysis of the sequencing data.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xls" id="SF7" mimetype="application/vnd.ms-excel">
<label>Supplementary Table S2</label>
<caption>
<p>The annotation of the unigenes identified in <italic>L. lancifolium</italic>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xls" id="SF8" mimetype="application/vnd.ms-excel">
<label>Supplementary Table S3</label>
<caption>
<p>The Go enrichment of unigenes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xls" id="SF9" mimetype="application/vnd.ms-excel">
<label>Supplementary Table S4</label>
<caption>
<p>The KEGG enrichment of the DEGs.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xls" id="SF10" mimetype="application/vnd.ms-excel">
<label>Supplementary Table S5</label>
<caption>
<p>The annotation of all the metabolisms identified in <italic>L. lancifolium</italic>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xls" id="SF11" mimetype="application/vnd.ms-excel">
<label>Supplementary Table S6</label>
<caption>
<p>The information of primers used in the qRT-PCR expriment.</p>
</caption>
</supplementary-material>
</sec>
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