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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.2023.1086098</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>Merging the occurrence possibility into gene co-expression network deciphers the importance of exogenous 2-oxoglutarate in improving the growth of rice seedlings under thiocyanate stress</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Yu-Xi</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1872226"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Yu-Juan</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Song</surname>
<given-names>Ying</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yu</surname>
<given-names>Xiao-Zhang</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1834842"/>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>College of Environmental Science and Engineering, Guilin University of Technology</institution>, <addr-line>Guilin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Walid Soufan, King Saud University, Saudi Arabia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Kotb Attia, King Saud University, Saudi Arabia; Hai-Ming Zhao, Jinan University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xiao-Zhang Yu, <email xlink:href="mailto:xzyu@glut.edu.cn">xzyu@glut.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;ORCID: Xiao-Zhang Yu, <uri xlink:href="https://orcid.org/0000-0001-7846-5017">orcid.org/0000-0001-7846-5017</uri>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Abiotic Stress, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1086098</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Feng, Yang, Lin, Song and Yu</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Feng, Yang, Lin, Song and Yu</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>Thiocyanate (SCN<sup>&#x2212;</sup>) can find its way into cultivated fields, which might hamper the harmony in carbon and nitrogen metabolism (CNM) of plants, ebbing their quality and productivity. In the current study, we investigated the role of the exogenous application of 2-oxoglutarate (2-OG) in maintaining homeostasis of CNM in rice seedlings under SCN<sup>&#x2212;</sup> stress. Results showed that SCN<sup>&#x2212;</sup> exposure significantly repressed the gene expression and activities of CNM-related enzymes (e.g., phosphoenolpyruvate carboxylase, NADP-dependent isocitrate dehydrogenases, and isocitrate dehydrogenases) in rice seedlings, thereby reducing their relative growth rate (RGR). Exogenous application of 2-OG effectively mitigated the toxic effects of SCN<sup>&#x2212;</sup> on rice seedlings, judged by the aforementioned parameters. The co-expression network analysis showed that genes activated in CNM pathways were categorized into four modules (Modules 1&#x2013;4). In order to identify the key module activated in CNM in rice seedlings exposed to SCN<sup>&#x2212;</sup>, the results from real-time quantitative PCR (RT-qPCR) tests were used to calculate the possibility of the occurrence of genes grouped in four different modules. Notably, Module 3 showed the highest occurrence probability, which is mainly related to N metabolism and 2-OG synthesis. We can conclude that exogenous application of 2-OG can modify the imbalance of CNM caused by SCN<sup>&#x2212;</sup> exposure through regulating N metabolism and 2-OG synthesis in rice seedlings.</p>
</abstract>
<kwd-group>
<kwd>rice</kwd>
<kwd>thiocyanate</kwd>
<kwd>2-OG</kwd>
<kwd>carbon metabolism</kwd>
<kwd>nitrogen metabolism</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Postdoctoral Research Foundation of China<named-content content-type="fundref-id">10.13039/501100010031</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="45"/>
<page-count count="13"/>
<word-count count="6600"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Carbon (C) and nitrogen (N) are the two primary nutrient species, and their adequate supply and dynamic balance of both elements should be essential for regulating cellular functions during plant growth and development (<xref ref-type="bibr" rid="B44">Zheng, 2009</xref>; <xref ref-type="bibr" rid="B30">Naseeruddin et&#xa0;al., 2018</xref>). It is well known that C-rich biomolecules (e.g., sucrose, glucose, and fructose) provide the majority of energy and C-skeletons for ammonium (NH<sub>4</sub>
<sup>+</sup>) assimilation, while N-containing compounds are parts of organic (e.g., amino acids and proteins) and simple inorganic compounds (e.g., nitrate [NO<sub>3</sub>
<sup>&#x2212;</sup>] and NH<sub>4</sub>
<sup>+</sup>), which can be synthesized through the incorporation of NH<sub>4</sub>
<sup>+</sup> into the C-skeletons (<xref ref-type="bibr" rid="B44">Zheng, 2009</xref>). At the enzymatic level, nitrate reductase (NR), glutamine synthetase (GS), sucrose-phosphate synthase (SPS), trehalose-6-phosphate synthase (TPS), and glutamyl tRNA synthetase (ERS) play a dominant role in regulating the carbon and nitrogen metabolism (CNM) in plants (<xref ref-type="bibr" rid="B7">Coruzzi and Zhou, 2001</xref>). However, various environmental stimuli, such as pollutants, drought, salinity, fertilization, and extreme temperature, can influence and destabilize CNM-associated enzymes, thereby weakening the yield and quality of crops (<xref ref-type="bibr" rid="B38">Xin et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Alves et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B16">Guo et&#xa0;al., 2021</xref>).</p>
<p>Thiocyanate (SCN<sup>&#x2212;</sup>), being part and parcel of many industrial activities (e.g., manufacturing of chemical insecticide and herbicide, production of thiourea, metal separation, and gold mining), is continuously marking its imprint in a clean environment (<xref ref-type="bibr" rid="B42">Yu and Zhang, 2013</xref>). Notably, gold ore processing generates a large amount of SCN<sup>&#x2212;</sup> because of the lixiviant cyanide complexed with the reduced sulfur species in the gold-bearing ore (<xref ref-type="bibr" rid="B11">Gao et&#xa0;al., 2022</xref>). Even mine waste is treated before being discharged, with the aim to convert cyanide into SCN<sup>&#x2212;</sup> (<xref ref-type="bibr" rid="B14">Gould et&#xa0;al., 2012</xref>). Different governing bodies have issued standards regarding the discharge of cyanide-rich effluent in the environment considering its environmental risk and health hazard (<xref ref-type="bibr" rid="B29">Mudder and Botz, 2004</xref>); however, discharge of SCN<sup>&#x2212;</sup> in effluent has not been restricted by standards, ultimately raising SCN<sup>&#x2212;</sup> level in the effluent (<xref ref-type="bibr" rid="B14">Gould et&#xa0;al., 2012</xref>). Indeed, the levels of SCN<sup>&#x2212;</sup> at 1,000 mg SCN/L were detected in gold tailings wastewaters (<xref ref-type="bibr" rid="B11">Gao et&#xa0;al., 2022</xref>). Persistence of higher levels of SCN<sup>&#x2212;</sup> in soils, sediments, rivers, and aquatic biota in nearby areas of gold mines has been observed, which eventually makes its entry into the food chain and poses a threat to all living organisms (<xref ref-type="bibr" rid="B5">Bhunia et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B42">Yu and Zhang, 2013</xref>; <xref ref-type="bibr" rid="B35">Sun et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B23">Lin et&#xa0;al., 2020</xref>). Indeed, accumulation of SCN<sup>&#x2212;</sup> in plants can cause serious damage to plant growth and development by decreasing nutrient balance and transpiration, degrading photosynthetic pigments, changing the free amino acid composition, and inhibiting the activities of antioxidant enzymes (<xref ref-type="bibr" rid="B17">Hansson et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B42">Yu and Zhang, 2013</xref>). Our previous studies at the physio-biochemical and molecular levels also indicated that SCN<sup>&#x2212;</sup> exposure is able to result in the dysfunction of chloroplast (<xref ref-type="bibr" rid="B39">Yang et&#xa0;al., 2021</xref>). These studies suggested that the negative effects of SCN<sup>&#x2212;</sup> exposure on the CNM in rice seedlings are detectable.</p>
<p>In recent years, the application of plant growth regulators has been suggested to curtail the negative impact imposed by various abiotic factors (<xref ref-type="bibr" rid="B39">Yang et&#xa0;al., 2021</xref>). It is evident that 2-oxoglutarate (2-OG) is a key organic acid involved in the processes of CNM in plants (<xref ref-type="bibr" rid="B1000">Yue et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B19">Ji et&#xa0;al., 2020</xref>). Specifically, the GS initially converts NH<sub>4</sub>
<sup>+</sup> into glutamine in an ATP-dependent reaction; afterward, the glutamate synthase (GOGAT) catalyzes the conversion of glutamine and 2-OG into two molecules of glutamate. Clearly, there is a mandatory interaction between N metabolism and C metabolism (<xref ref-type="bibr" rid="B13">G&#xe1;lvez et&#xa0;al., 1999</xref>). In addition, exogenous application of 2-OG can enhance the activities of phosphoenolpyruvate carboxylase (PEPC), GS, and NADP-dependent isocitrate dehydrogenases (NADP-ICDH) in roots of rice (<xref ref-type="bibr" rid="B43">Yuan et&#xa0;al., 2007</xref>). Feeding of exogenous 2-OG can also improve the transcripts of N metabolism-related genes in plants (<xref ref-type="bibr" rid="B2">Ara&#xfa;jo et&#xa0;al., 2014</xref>). These studies suggested the positive feedback of exogenous 2-OG on the CNM in plants. To date, little is known about the role of exogenous 2-OG in regulating the imbalance of CNM induced by SCN<sup>&#x2212;</sup> in plants.</p>
<p>Rice (<italic>Oryza sativa</italic> L.) is one of the most important staple food crops worldwide, especially in eastern Asia countries (<xref ref-type="bibr" rid="B28">Mostofa et&#xa0;al., 2014</xref>). Nowadays, agricultural crops suffer from various environmental issues. The SCN<sup>&#x2212;</sup> is a typical N-containing pollutant that can be assimilated by rice plants. Therefore, in the present study, we hypothesized that SCN<sup>&#x2212;</sup> can disturb the CNM in rice plants during the detoxification of exogenous SCN<sup>&#x2212;</sup>, while the application of exogenous 2-OG can maintain homeostasis of CNM in rice seedlings in response to SCN<sup>&#x2212;</sup> exposure. To prove this hypothesis, the following works were performed: 1) we estimated the relative growth rate and percentage of carbon/nitrogen of rice seedlings under SCN<sup>&#x2212;</sup> exposure with or without exogenous 2-OG, 2) we analyzed the effects of exogenous 2-OG on CNM-related genes and enzymes under SCN<sup>&#x2212;</sup> stress, and 3) we clarified the strategies of exogenous 2-OG to regulate the imbalance of CNM in rice plants under SCN<sup>&#x2212;</sup> exposure by merging the occurrence possibility into a co-expression module analysis. Overall, this study provides new evidence to expand our understanding of exogenous 2-OG to regulate the imbalance of CNM in rice plants during SCN<sup>&#x2212;</sup> exposure.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Methods and materials</title>
<sec id="s2_1">
<label>2.1</label>
<title>Plant growth and experiment design</title>
<p>The seeds of a regular medium-maturing indica rice (<italic>O. sativa</italic> L. XZX 45) were sowed in river sand after being soaked in distilled water for 24 h and then moved inside an artificial climate chamber with a controlled temperature of 25&#xb0;C &#xb1; 0.5&#xb0;C at a relative humidity of 60% &#xb1; 2% <xref ref-type="bibr" rid="B45">Zhang et al., 2022</xref>. The rice seedlings were irrigated daily with a modified 8692 nutrient solution, which was described in our previous work (<xref ref-type="bibr" rid="B39">Yang et&#xa0;al., 2021</xref>). The modified 8692 nutrient solution with KNO<sub>3</sub> (39.5 mg N/L) was used. After 16-day growth, rice seedlings of similar size were collected and incubated in a MES-Tris solution (pH = 6.0) for 4 h to remove additional ions from the root surface and the apparent free space. These pretreated seedlings were transferred into a nutrient solution spiked with SCN<sup>&#x2212;</sup> and utilized in subsequent experiments. Two treatment series were conducted:</p>
<list list-type="simple">
<list-item>
<p>(1) SCN<sup>&#x2212;</sup> treatments: SCN<sup>&#x2212;</sup> spiked solutions at concentrations of 0 (control 1), 24.0, 96.0, and 300.0 mg SCN/L. Control 1 refers to the nutrient solution without SCN<sup>&#x2212;</sup> and exogenous 2-OG.</p>
</list-item>
<list-item>
<p>(2) &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments: seedlings were pretreated with a 2-OG solution at a concentration of 4 mmol/L for 4 h (<xref ref-type="bibr" rid="B10">Fritz et&#xa0;al., 2006</xref>), and then seedlings were exposed to SCN<sup>&#x2212;</sup> solution at 0 (control 2), 24.0, 96.0, and 300.0 mg SCN/L. Control 2 refers to the nutrient solution without SCN<sup>&#x2212;</sup>, but with exogenous 2-OG.</p>
</list-item>
</list>
<p>Exposure concentrations of SCN<sup>&#x2212;</sup> used were based on three different effective concentrations (ECs), i.e., EC<sub>20</sub>, EC<sub>50</sub>, and EC<sub>75</sub>, referring to the 20%, 50%, and 75% inhibition of relative growth rates of rice seedlings, respectively (<xref ref-type="bibr" rid="B23">Lin et&#xa0;al., 2020</xref>). All seedlings were placed in the plant growth chamber for a 3-day exposure. Potassium thiocyanate (KSCN) of analytical grade purity with 98.5% purity was purchased from Sinopharm Chemical Reagent Co., Ltd. (Shanghai, China). &#x3b1;-Ketoglutaric acid (2-OG) of analytical grade purity with 98.0% purity was obtained from Shanghai&#x2002;Macklin&#x2002;Biochemical Co., Ltd. (Shanghai, China). To minimize water loss and prevent algae growth, each flask was covered with aluminum foil. Each treatment concentration was performed with four independent replicates.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Analysis of growth parameter</title>
<p>The relative growth rate (RGR) is one of the most crucial parameters to reflect the performance of plants under various stresses (<xref ref-type="bibr" rid="B23">Lin et&#xa0;al., 2020</xref>). The RGR (%) was calculated using the biomass change of young seedlings during SCN<sup>&#x2212;</sup> exposure, as follows:</p>
<disp-formula>
<label>, (1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>G</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>F</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>I</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>I</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>W</italic>
<sub>(I)</sub> and <italic>W</italic>
<sub>(F)</sub> are the initial and final fresh weights of rice seedlings, respectively.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Measurement of total C and N contents in rice tissues</title>
<p>After exposure to the SCN<sup>&#x2212;</sup> solution for 3 days, rice seedlings were harvested and separated into roots and shoots. After being washed with double-distilled water, plant materials were oven dried at 90&#xb0;C for 48 h and weighed. Then, 0.010 g of oven-dried plant materials was grained into fine powder. Total C and N (%) were measured by a vario elemental analyzer (vario EL) (<xref ref-type="bibr" rid="B4">Brown et&#xa0;al., 2007</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Measurements of activities of CNM-related enzymes in rice tissues</title>
<p>Activities of enzymes related to C metabolism, including PEPC (<xref ref-type="bibr" rid="B31">Osuna et&#xa0;al., 1996</xref>),ERS (<xref ref-type="bibr" rid="B32">Ratinaud et&#xa0;al., 1983</xref>), TPS (<xref ref-type="bibr" rid="B15">Goddijn et&#xa0;al., 1997</xref>), and SPS (<xref ref-type="bibr" rid="B8">Feng et&#xa0;al., 2019</xref>) in rice tissues were assayed (detailed information is shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary material M1</bold>
</xref>).</p>
<p>Activities of enzymes activated in N metabolism, namely, NR (<xref ref-type="bibr" rid="B3">Ahanger et&#xa0;al., 2021</xref>), nitrite reductase (NiR) (<xref ref-type="bibr" rid="B22">Lin et&#xa0;al., 2022a</xref>), and GS (<xref ref-type="bibr" rid="B18">Hou et&#xa0;al., 2019</xref>) in rice tissues were determined (detailed information is shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary material M1</bold>
</xref>).</p>
<p>Activities of enzymes involved in 2-OG biosynthesis, i.e., NADP-ICDH (<xref ref-type="bibr" rid="B12">G&#xe1;lvez et&#xa0;al., 1994</xref>), isocitrate dehydrogenases (NAD-IDH) (<xref ref-type="bibr" rid="B12">G&#xe1;lvez et&#xa0;al., 1994</xref>), and glutamate dehydrogenases (GDH) (<xref ref-type="bibr" rid="B36">Turano et&#xa0;al., 1996</xref>), were also measured (detailed information is shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary material M1</bold>
</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>RNA extraction and RT-qPCR analysis</title>
<p>Real-time quantitative PCR (RT-qPCR) was used to quantify the expression levels of CNM-related enzymes in rice seedlings after SCN<sup>&#x2212;</sup> exposure. Total RNA was extracted from both the root and shoot of all rice samples by using an Ultrapure RNA Kit (CWBio, Taizhou, China). DNase I (CWBio, Taizhou, China) was used to remove genomic DNA contamination, if any, from RNA extract. Then, the total RNA was purified by an RNeasy MinElute Cleanup Kit (Qiagen, Hilden, Germany). Each sample was prepared in four independent biological replicates.</p>
<p>A total of 40 genes encoding enzymes or proteins activated in the CNM pathways were searched from the databases, including RGAP (<ext-link ext-link-type="uri" xlink:href="http://rice.plantbiology.msu.edu/analyses_search_blast.shtml">http://rice.plantbiology.msu.edu/analyses_search_blast.shtml</ext-link>), NCBI (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>), and RAPDB (<ext-link ext-link-type="uri" xlink:href="http://rapdb.dna.affrc.go.jp/">http://rapdb.dna.affrc.go.jp/</ext-link>). Expression of genes was assayed after SCN<sup>&#x2212;</sup> exposure by RT-qPCR analysis, including PEPC (<italic>Osppc1</italic>, <italic>Osppc2a</italic>, <italic>Osppc3</italic>, and <italic>Osppc4</italic>), ERS (<italic>OsERS1</italic>, <italic>OsERS2</italic>, and <italic>OsERS3</italic>), TPS (<italic>OsTPS1</italic>, <italic>OsTPS4</italic>, <italic>OsTPS5</italic>, <italic>OsTPS8</italic>, and <italic>OsTPS9</italic>), SPS (<italic>OsSPS1</italic>, <italic>OsSPS2</italic>, <italic>OsSPS4</italic>, <italic>OsSPS5</italic>, and <italic>OsSPS6</italic>), NR (<italic>OsNIA1</italic>, <italic>OsNIA2</italic>, and <italic>OsNR1</italic>), NiR (<italic>OsNiR1</italic>, <italic>OsNiR2</italic>, and <italic>OsNiR3</italic>), GS (<italic>OsGS1;1</italic>, <italic>OsGS1;2</italic>, <italic>OsGS1;3</italic>, and <italic>OsGS2</italic>), NADP-ICDH (<italic>OsICDH1</italic>, <italic>OsICDH2</italic>, <italic>OsICDH3</italic>, and <italic>OsICDH4</italic>), NAD-IDH (<italic>OsIDHc;2</italic>, <italic>OsIDHc;1</italic>, <italic>OsIDHa</italic>, and <italic>OsIDH1</italic>), and GDH (<italic>OsGDH1</italic>, <italic>OsGDH2</italic>, <italic>OsGDH3</italic>, and <italic>OsGDH4</italic>). All genes primer sequences are listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>. RT-qPCR cycling conditions were as follows: 1) denaturation at 95&#xb0;C for 10 s, 2) annealing at 58&#xb0;C for 30 s, and 3) extension at 72&#xb0;C for 32 s. This cycle was imitated 40 times. The RT-qPCR analysis was executed using the 7500 Fast Real-Time PCR system (Applied Biosystems, Foster City, CA, USA) and SYBR green chemistry. Rice GAPDH (glyceraldehyde-3-phosphate dehydrogenase, LOC_Os08g03290.1) was selected as the housekeeping gene (<xref ref-type="bibr" rid="B39">Yang et&#xa0;al., 2021</xref>). The standard 2<sup>&#x2212;&#x394;&#x394;CT</sup> method was used to calculate the relative expression of each of the targeted genes (<xref ref-type="bibr" rid="B34">Schmittgen and Livak, 2008</xref>). All values were represented as cumulative means &#xb1; standard deviation of four independent replicates.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Identification of key regulatory genes in the CNM regulatory module</title>
<sec id="s2_6_1">
<label>2.6.1</label>
<title>Co-expression network analysis</title>
<p>In order to establish the CNM regulatory module with statistical significance, all CNM-related genes were uploaded to the STRING (<ext-link ext-link-type="uri" xlink:href="https://version-10-5.string-db.org/">https://version-10-5.string-db.org/</ext-link>) software, and the protein&#x2013;protein interaction (PPI) networks (combined score &gt;0.4) were constructed. Then, the modules (resolution = 0.8) with higher visualization were performed by the program Gephi 0.9.2 (<xref ref-type="bibr" rid="B24">Lin et&#xa0;al., 2022b</xref>).</p>
</sec>
<sec id="s2_6_2">
<label>2.6.2</label>
<title>Estimation of the normcdf of CNM-related genes</title>
<p>In order to identify the key module activated in CNM in rice seedlings exposed to SCN<sup>&#x2212;</sup>, the results from PCR tests were used to calculate the possibility of the occurrence of genes grouped in four different modules. We first converted the data through the functions of &#x201c;COMPUTE x_new=SQRT(X)&#x201d; or &#x201c;COMPUTE x_new = LN(x)&#x201d; in the SPSS software since they were non-normally distributed. Then, the normcdf was calculated statistically.</p>
</sec>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Data analysis</title>
<p>Tukey&#x2019;s multiple range tests were used to assess the statistical significance at the level of 0.01 or 0.05. Different letters refer to the significant difference between the treatments and control (<italic>p</italic>&lt; 0.05). The asterisk symbol refers to the significant difference between SCN<sup>&#x2212;</sup>-treated and &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d;-treated seedlings (<italic>p</italic>&lt; 0.05).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Relative growth rate of rice seedlings</title>
<p>A remarkable (<italic>p</italic>&lt; 0.05) reduction in RGR of rice seedlings was observed at all SCN<sup>&#x2212;</sup> treatments after 3-day exposure in comparison to the control (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Similarly, in the case of &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments in rice seedlings, a decrease in RGR that was visible in all treated plants reversed to that of control (<italic>p</italic>&lt; 0.05). However, the RGR of rice seedlings under &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments was significantly (<italic>p</italic>&lt; 0.05) higher than that of SCN<sup>&#x2212;</sup> treatments, suggesting that the inoculation of 2-OG could mitigate the negative effect of SCN<sup>&#x2212;</sup> on plant biomass growth.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> Relative growth rate of rice seedlings under SCN<sup>&#x2212;</sup> exposure in the presence or absence of 2-OG. <bold>(B)</bold> The percentage of C in rice shoots. <bold>(C)</bold> The percentage of C in rice roots. <bold>(D)</bold> The percentage of N in rice shoots. <bold>(E)</bold> The percentage of N in rice roots. Values are the mean of four independent biological replicates &#xb1; standard deviation. Different letters refer to the significant difference between treatment and control (<italic>p</italic>&lt; 0.05). 2-OG, 2-oxoglutarate.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1086098-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>The total amount of C and N in rice seedlings</title>
<p>The C% in rice roots (shoots) was 36.99%, 36.94%, 36.58%, and 37.04% (40.31%, 40.15%, 39.35%, and 39.93%, respectively) under 0, 24, 96, and 300 mg SCN/L treatments, respectively. The application of exogenous 2-OG caused a negligible effect on the C% in rice tissues compared with their respective SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B, C</bold>
</xref>). The N% in rice roots (shoots) was 2.0%, 2.26%, 3.16%, and 5.28% (2.79%, 3.44%, 3.43%, and 3.61%, respectively) under 0, 24, 96, and 300 mg SCN/L treatments, respectively, while application of exogenous 2-OG significantly decreased the N% in rice tissues compared with their respective SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Response of CNM-related genes in rice plants</title>
<p>Mostly, more than one isogene was encoded with the specific enzyme in plants, in which the activity of the enzyme was regulated and/or governed by these isogenes together. However, each specific isogene does not carry the same weight during the regulation process, wherein there is always a master regulator gene (<xref ref-type="bibr" rid="B39">Yang et&#xa0;al., 2021</xref>), which chiefly controls the enzyme activity. Here, the upregulated master regulator genes in rice seedlings were described, while downregulated genes are not described in the following sections.</p>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>Response of C metabolism-related genes</title>
<p>As shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>, PEPC, upregulated genes in roots were <italic>Osppc4</italic>, <italic>Osppc2a</italic>, and <italic>Osppc2b</italic>, at all SCN<sup>&#x2212;</sup> treatments, while <italic>Osppc1</italic>, <italic>Osppc2a</italic>, and <italic>Osppc2b</italic> were upregulated in shoots. In roots of rice seedlings from the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, <italic>Osppc4</italic> and <italic>Osppc3</italic> were upregulated, while <italic>Osppc4</italic>, <italic>Osppc1</italic>, and <italic>Osppc2a</italic> showed remarkable expression in shoots.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Response of CNM-related genes in rice roots and shoots under SCN<sup>&#x2212;</sup> stress in the presence or absence of 2-OG. <bold>(A)</bold> Response of C metabolism-related genes. <bold>(B)</bold> Response of N metabolism-related genes. <bold>(C)</bold> 2-OG synthesis-related genes. The asterisk symbol refers to the significant difference between SCN<sup>&#x2212;</sup>-treated (24.0, 96.0, and 300.0 mg SCN/L) and SCN&#x2212;+2-OG-treated (0, 24.0, 96.0, and 300.0 mg SCN/L) seedlings and control 1 (<italic>p</italic>&lt; 0.05). CNM, carbon and nitrogen metabolism; 2-OG, 2-oxoglutarate.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1086098-g002.tif"/>
</fig>
<p>Expression of ERS-related genes is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>, ERS, wherein <italic>OsERS1</italic>, <italic>OsERS2</italic>, and <italic>OsERS3</italic> were generally upregulated in SCN<sup>&#x2212;</sup>-exposed rice parts, i.e., in roots and shoots. However, the expression levels of <italic>OsERS1</italic>, <italic>OsERS2</italic>, and <italic>OsERS3</italic> showed raised pattern in shoots of rice plants from the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments.</p>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>, TPS, depicts that higher expression levels of TPS-related genes of <italic>OSTPS5</italic> and <italic>OSTPS1</italic> were prominent in roots in SCN<sup>&#x2212;</sup> treatments, while <italic>OSTPS5</italic> and <italic>OSTPS8</italic> had greater expression in shoots. Interestingly, when rice seedlings were pretreated with 2-OG, <italic>OSTPS5</italic>, <italic>OSTPS8</italic>, and <italic>OSTPS9</italic> were upregulated in roots. However, the expression levels of five TPS isogenes in shoots conferred a variance tendency, which reinforced at 0 mg SCN/L and then declined at 24 mg SCN/L.</p>
<p>Upregulation of three SPS isogenes (<italic>OsSPS1</italic>, <italic>OsSPS3</italic>, and <italic>OsSPS5</italic>) was observed in roots in all SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>, SPS), while only <italic>OsSPS2</italic> was upregulated in shoots. Differential expression patterns were found in SPS-related genes of roots in &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments. The expression levels of <italic>OsSPS1</italic>, <italic>OsSPS3</italic>, and <italic>OsSPS5</italic> in roots from the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments were higher than those of SCN<sup>&#x2212;</sup> treatments. <italic>OsSPS1</italic> and <italic>OsSPS5</italic> were upregulated in shoots of &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, which differed from SCN<sup>&#x2212;</sup> treatments.</p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>Response of N metabolism relative genes</title>
<p>Positive expressions of NR genes, i.e., <italic>OsNIA1</italic>, <italic>OsNIA2</italic>, and <italic>OsNR1</italic>, were observed in roots after SCN<sup>&#x2212;</sup> exposure (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>, NR). However, the expression levels of <italic>OsNIA1</italic>, <italic>OsNIA2</italic>, and <italic>OsNR1</italic> in shoots showed a disparate trend with an initial escalation from 24 mg SCN/L and then dropped at 96 mg SCN/L. In the case of rice seedlings from the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, higher expression levels of <italic>OsNIA1</italic>, <italic>OsNIA2</italic>, and <italic>OsNR1</italic> were observed in rice shoots.</p>
<p>Within NiR genes, only <italic>OsNiR-1</italic> was upregulated in roots at all SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>, NiR), while upregulation of <italic>OsNiR-1</italic> and <italic>OsNiR-3</italic> was detected in shoots. Interestingly, the expression levels of <italic>OsNiR-1</italic>, <italic>OsNiR-2</italic>, and <italic>OsNiR-3</italic> conferred an accelerating pattern in both roots and shoots of the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments.</p>
<p>Differential expression of GS-related genes was observed between roots and shoots, with significant upregulation of <italic>OsGS2</italic>, <italic>OsGS1;2</italic>, and <italic>OsGS1;3</italic> in roots and shoots (<italic>OsGS2</italic> and <italic>OsGS1;3</italic>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>, GS). However, the expression levels of <italic>OsGS2</italic>, <italic>OsGS1;2</italic>, <italic>OsGS1;1</italic>, and <italic>OsGS1;3</italic> showed linear inclination with increasing SCN<sup>&#x2212;</sup> concentrations in both rice tissues by inoculation of 2-OG.</p>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>Genes involved in the biosynthesis of 2-OG</title>
<p>Transcriptional changes of NAD-IDH genes are shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>, IDH. As apparent from the figures, <italic>OsIDHa</italic> and <italic>OsIDHc;1</italic> were upregulated in roots, while <italic>OsIDHc;2</italic> and <italic>OsIDH1</italic> were overexpressed in shoots. When rice seedlings were pretreated with 2-OG, upregulation of <italic>OsIDHc;1</italic> was observed in roots, and <italic>OsIDHa</italic>, <italic>OsIDHc;2</italic>, and <italic>OsIDH1</italic> were upregulated in shoots.</p>
<p>As presented in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>, ICDH, <italic>OsICDH2</italic>, <italic>OsICDH3</italic>, and <italic>OSICDH4</italic> were significantly (<italic>p</italic>&lt; 0.05) upregulated in roots after SCN<sup>&#x2212;</sup> exposure, while positive expressions (<italic>p</italic>&lt; 0.05) of <italic>OsICDH1</italic>, <italic>OsICDH2</italic>, and <italic>OsICDH4</italic> were observed in shoots. Interestingly, <italic>OsICDH1</italic>, <italic>OsICDH2</italic>, and <italic>OsICDH4</italic> in roots presented an upregulated pattern in the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments and the expression levels of <italic>OsICDH2</italic>, <italic>OsICDH3</italic>, and <italic>OsICDH4</italic> were remarkable in shoots.</p>
<p>Upregulation of <italic>OsGDH1</italic>, <italic>OsGDH2</italic>, and <italic>OsGDH4</italic> was observed in both rice tissues after SCN<sup>&#x2212;</sup> exposure (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>, GDH), while significantly (<italic>p</italic>&lt; 0.05) higher expressions of <italic>OsGDH1</italic>, <italic>OsGDH2</italic>, and <italic>OsGDH3</italic> were observed in roots, and significant upregulation of <italic>OsGDH1</italic>, <italic>OsGDH2</italic>, and <italic>OsGDH4</italic> was detected in shoots of the &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments.</p>
</sec>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Response of CNM-related enzyme activities</title>
<sec id="s3_4_1">
<label>3.4.1</label>
<title>Response of C metabolism-related enzyme activities</title>
<p>The activities of CNM-related enzymes were assayed in SCN<sup>&#x2212;</sup> and &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatment plants (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The activity of PEPC in roots was affirmatively increased (<italic>p</italic>&lt; 0.05) after SCN<sup>&#x2212;</sup> exposure compared with the control, while the activity of PEPC in shoots presented a downward tendency. The activity of ERS in roots was significantly inhibited (<italic>p</italic>&lt; 0.05) after SCN<sup>&#x2212;</sup> exposure in comparison with the control, while the activity of ERS was increased in shoots. Activities of TSP and SPS presented significant increasing patterns in both roots and shoots in the presence of SCN<sup>&#x2212;</sup> stress (<italic>p</italic>&lt; 0.05). Under &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, activities of PEPC, ERS, TSP, and SPS intensified in roots compared to control (<italic>p</italic> &gt; 0.05), while activities of ERS, TSP, and SPS showed a decrement in shoots unlike control (<italic>p</italic> &gt; 0.05).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Response of CNM-related enzyme activities in rice roots and shoots under SCN<sup>&#x2212;</sup> stress in the presence or absence of 2-OG. The asterisk symbol refers to the significant difference between SCN<sup>&#x2212;</sup>-treated (24.0, 96.0, and 300.0 mg SCN/L) and SCN&#x2212;+2-OG-treated (0, 24.0, 96.0, and 300.0 mg SCN/L) seedlings and control 1 (<italic>p</italic>&lt; 0.05). CNM, carbon and nitrogen metabolism; 2-OG, 2-oxoglutarate.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1086098-g003.tif"/>
</fig>
</sec>
<sec id="s3_4_2">
<label>3.4.2</label>
<title>Response of N metabolism-related enzyme activities</title>
<p>Activities of NR and NiR in roots presented an exponential emulate compared with the control (<italic>p</italic>&lt; 0.05), while activities of NR and NiR in shoots illustrated an inverted &#x201c;U&#x201d; shape curve under SCN<sup>&#x2212;</sup> stress (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The analogous activity of GS was noticed in both roots and shoots of SCN<sup>&#x2212;</sup> stress (<italic>p</italic>&lt; 0.05), following linearity with stress concentration. Under &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, activities of NR, NiR, and GS showed a similar pattern of increment in both roots and shoots (<italic>p</italic>&lt; 0.05).</p>
<p>Overall, the activities of all selected enzymes in &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments were generally higher than those of SCN<sup>&#x2212;</sup> treatments. Exogenous 2-OG had a pronounced impact on enzyme activities in shoots, unlike its counterpart. To reveal the regulation mechanism of exogenous 2-OG on the CNM in rice plants under SCN<sup>&#x2212;</sup> exposure, we distinguished the effects of exogenous 2-OG on C and N metabolism in rice tissues.</p>
</sec>
<sec id="s3_4_3">
<label>3.4.3</label>
<title>Response of 2-OG biosynthesis-related enzyme activities</title>
<p>The activity of NAD-IDH was inhibited significantly (<italic>p</italic>&lt; 0.05) in both roots and shoots under SCN<sup>&#x2212;</sup> exposure compared with the control (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The activity of NADP-ICDH in SCN<sup>&#x2212;</sup>-exposed roots was prominently enhanced; nevertheless, the scenario was reversed in the case of shoots (<italic>p</italic>&lt; 0.05). Elevated activity of GDH was observed in both roots and shoots in the presence of SCN<sup>&#x2212;</sup> (<italic>p</italic>&lt; 0.05). Under &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, the activities of NAD-IDH, NADP-ICDH, and GDH were generally increased in rice tissues, except for GDH in shoots of rice seedlings. These results indicated that the modification mechanism of exogenous 2-OG on CNM-related enzymes in rice seedlings under SCN<sup>&#x2212;</sup> exposure varied greatly.</p>
</sec>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Identification of key regulatory genes in the CNM regulatory module</title>
<sec id="s3_5_1">
<label>3.5.1</label>
<title>Co-expression analysis of CNM-related genes</title>
<p>Plants have evolved the coordinated actions responsible for their diverse physiological processes <italic>via</italic> either direct or indirect gene connections. In order to elucidate the functional module of genes activated in the CNM process, a co-expression network was performed by the STRING program, and four modules were obtained. Detailed information on gene interaction strengths in these four modules is given in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>. Interestingly, all modules had similar interaction contributions, namely Module 1 (25.0%), Module 2 (25.0%), Module 3 (27.5%), and Module 4 (22.5%) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). We also noticed that the genes grouped in Modules 1 and 2 were involved in C metabolism (11 genes) and biosynthesis of 2-OG (10 genes), respectively; genes categorized in Module 3 were responsible for N metabolism (five genes) and biosynthesis of 2-OG (five genes). In addition, genes grouped in Module 4 were activated in C metabolism (one gene) and N metabolism (five genes) and biosynthesis of 2-OG (three genes) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<bold>(A)</bold> Genetic matrix integrative analysis of CNM-related genes. <bold>(B)</bold> The number of CNM genes in each matrix. CNM, carbon, and nitrogen metabolism.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1086098-g004.tif"/>
</fig>
</sec>
<sec id="s3_5_2">
<label>3.5.2</label>
<title>The occurrence probability of CNM-related genes</title>
<p>The normcdf of rice shoots was quite different between under SCN<sup>&#x2212;</sup> and SCN&#x2212;+2-OG treatments, based on the non-linear regression (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Herein, the threshold for the highest occurrence probability was set, <italic>p</italic> &gt; 0.75. Therefore, Module 3 showed the highest occurrence probability, suggesting that the exogenous application of 2-OG mainly regulated the expression of genes activated in the N metabolism and 2-OG synthesis to modify the imbalance of CNM in rice plants imposed by SCN<sup>&#x2212;</sup> exposure. In fact, a similar conclusion was also reached in the analysis of C and N fractions in rice tissues. We noticed that the change of C fraction in rice shoots was almost constant (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B, C</bold>
</xref>), while the change of N in rice shoots was evident between SCN<sup>&#x2212;</sup> treatments and &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Occurrence P (<italic>p</italic> &gt; 0.75) of CNM-related genetic expression in rice shoots under <bold>(A)</bold> 24 mg SCN/L, <bold>(B)</bold> 96 mg SCN/L, and <bold>(C)</bold> 300 mg SCN/L treatments and under <bold>(D)</bold> 24 mg SCN/L + 2-OG, <bold>(E)</bold> 96 mg SCN/L + 2-OG, and <bold>(F)</bold> 300 mg SCN/L + 2-OG treatments. CNM, carbon and nitrogen metabolism; 2-OG, 2-oxoglutarate.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1086098-g005.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Exogenous 2-OG promotes plant growth <italic>via</italic> regulating CNM during SCN<sup>&#x2212;</sup> exposure</title>
<p>The growth and development of plants are tightly coordinated with the balance of cellular CNM (<xref ref-type="bibr" rid="B44">Zheng, 2009</xref>). Once plants suffer from environmental stresses, the CNM in plants could be disrupted, thereby causing an imbalance of CNM and eventually resulting in a reduction in plant growth (<xref ref-type="bibr" rid="B33">Reddy et&#xa0;al., 2004</xref>). In this current study, the imbalance of CNM in rice seedlings due to SCN<sup>&#x2212;</sup> exposure was judged by the relative growth rate (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>), in which SCN<sup>&#x2212;</sup> exposure led to a significant reduction in RGR of rice seedlings (<italic>p</italic>&lt; 0.05), indicating a severe impact on the balance of CNM in rice seedlings under SCN<sup>&#x2212;</sup> stress. Also, we found that SCN<sup>&#x2212;</sup> exposure significantly affected the percentage of N in rice seedlings (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>). This is because SCN<sup>&#x2212;</sup> exposure can result in the dysfunction of chloroplast (<xref ref-type="bibr" rid="B39">Yang et&#xa0;al., 2021</xref>) and repress the activities of NR, GS, and glutamate synthase (GOGAT) in rice seedlings (<xref ref-type="bibr" rid="B22">Lin et&#xa0;al., 2022a</xref>). In addition, SCN<sup>&#x2212;</sup>-treated rice seedlings with 2-OG supplied had significantly (<italic>p</italic>&lt; 0.05) higher RGR than those without exogenous 2-OG, suggesting a positive effect of exogenous 2-OG on the RGR of rice seedlings corresponding to SCN<sup>&#x2212;</sup> exposure. It is known that 2-OG is a decisive chemical involved in the homeostasis of CNM in higher plants (<xref ref-type="bibr" rid="B43">Yuan et&#xa0;al., 2007</xref>). Also, exogenous 2-OG enhances photosynthesis and increases the levels of C-skeletons in rice plants, thus affecting the N metabolism (<xref ref-type="bibr" rid="B43">Yuan et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B44">Zheng, 2009</xref>). Therefore, the imbalance of CNM in rice seedlings due to SCN<sup>&#x2212;</sup> exposure could be positively modified by exogenous 2-OG.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Modification of 2-OG in balancing CNM in SCN<sup>&#x2212;</sup>-treated rice plants</title>
<p>Herein, the main N source present in the nutrient solution to support plant growth is NO<sub>3</sub>
<sup>&#x2212;</sup>. In plants, only a small fraction of NO<sub>3</sub>
<sup>&#x2212;</sup> is assimilated in roots after uptake, and a greater part is translocated into shoots and assimilated into NH<sub>4</sub>
<sup>+</sup> and amino acids. Photosynthesis in the chloroplast is a major process for C metabolism in plants during their entire period of life (<xref ref-type="bibr" rid="B21">Lemaitre et&#xa0;al., 2007</xref>). Therefore, modification of 2-OG on CNM-related genes and enzyme activities in rice shoots will be discussed accordingly.</p>
<sec id="s4_2_1">
<label>4.2.1</label>
<title>Effects of SCN<sup>&#x2212;</sup> on innate 2-OG synthesis</title>
<p>It is known that there are three innate routines for the biosynthesis of 2-OG in plants, in which the PEPC pathway and the NADP-ICDH/NAD-IDH pathway belong to C metabolism, and the GDH pathway is mainly involved in N metabolism. In this study, we focused on correlating and perceiving the most competent pathway in controlling the generation of 2-OG and regulating the imbalance of CNM in rice seedlings caused by SCN<sup>&#x2212;</sup> exposure.</p>
<p>The PEPC pathway in plants is an anaplerotic reaction to replenish the tricarboxylic acid (TCA) cycle with intermediates that are withdrawn for different biosynthesis pathways and N metabolism (<xref ref-type="bibr" rid="B21">Lemaitre et&#xa0;al., 2007</xref>). For example, PEPC is able to catalyze phosphoenolpyruvic acid (PEP) into 2-OG, and 2-OG synthesis from malate can be suppressed by the knockdown of <italic>Osppc4</italic>, therefore causing a decrease in plant growth and leaf area (<xref ref-type="bibr" rid="B27">Masumoto et&#xa0;al., 2010</xref>), suggesting that <italic>Osppc4</italic> is crucial for the growth of rice plants. In the present study, significant downregulation of <italic>Osppc4</italic> was observed in shoots of rice seedlings after SCN<sup>&#x2212;</sup> exposure (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The activity of PEPC was decreased in shoots after SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), suggesting that the synthesis of 2-OG in shoots from the PEPC pathway was repressed by SCN<sup>&#x2212;</sup> exposure.</p>
<p>The second pathway of 2-OG generation is the NADP-ICDH/NAD-IDH pathway (<xref ref-type="bibr" rid="B9">Ferrario-Mery et&#xa0;al., 2001</xref>), in which citrate can be either exported from mitochondria to cytosol for 2-OG synthesis by cytosolic enzymes aconitase NADP-ICDH or transformed into 2-OG in mitochondria by TCA cycle enzyme aconitase NAD-IDH (<xref ref-type="bibr" rid="B43">Yuan et&#xa0;al., 2007</xref>). Indeed, NAD-IDH is often regarded as a major governing point in plants (<xref ref-type="bibr" rid="B21">Lemaitre et&#xa0;al., 2007</xref>), which is encoded with one single gene <italic>OsIDHa</italic> in rice plants (<xref ref-type="bibr" rid="B20">Lancien et&#xa0;al., 1998</xref>). Herein, significant downregulation of <italic>OsIDHa</italic> was detected in shoots after SCN<sup>&#x2212;</sup> exposure (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), suggesting that SCN<sup>&#x2212;</sup> exposure could inhibit the expression of <italic>OsIDHa</italic> in shoots. A significant correlation was obtained in the enzymatic assay of NAD-IDH, wherein a decrease in the activity of NAD-IDH was observed in shoots of rice seedlings exposed to SCN<sup>&#x2212;</sup> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Results from both C-related pathways indicated that SCN<sup>&#x2212;</sup> exposure significantly repressed both pathways to produce 2-OG, thereby causing a severe impact on the C metabolism and breaking the balance of CNM.</p>
<p>The third source to produce 2-OG is from the GDH pathway, in which the oxidative deamination of glutamate (Glu) into 2-OG is catalyzed by GDH. It has been reported that exogenous 2-OG increased the activities of GDH in wheat seedlings and promoted yield productivity under drought stress (<xref ref-type="bibr" rid="B20">Lancien et&#xa0;al., 1998</xref>). Additionally, GDH plays a unique role in the formation of NH<sub>4</sub>
<sup>+</sup> and 2-OG during the assimilation of Glu (<xref ref-type="bibr" rid="B26">Lodwig et&#xa0;al., 2003</xref>). We found that the expression levels of <italic>OsGDH1</italic> and <italic>OsGDH2</italic> were significantly upregulated in shoots after SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The change of GDH activity in shoots was constructive against SCN<sup>&#x2212;</sup> exposure (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). These results indicated that SCN<sup>&#x2212;</sup> exposure does not disturb the conversion of Glu into 2-OG through the activation of GDH. Combined with the results from C-related pathways of 2-OG, we have sufficient reasons to conclude that the imbalance of CNM in rice seedlings was evident due to SCN<sup>&#x2212;</sup> exposure through repressing the two C-related pathways.</p>
</sec>
<sec id="s4_2_2">
<label>4.2.2</label>
<title>Effects of SCN<sup>&#x2212;</sup> on innate 2-OG synthesis in the presence of exogenous 2-OG</title>
<p>Compared with SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), the expression levels of <italic>Osppc4</italic> in shoots of rice seedlings under &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments were significantly upregulated, and the activity of PEPC in shoots was also positively responsive, suggesting that the application of 2-OG enhances the enzyme activity of PEPC and might stimulate the generation of 2-OG. A similar conclusion was also predicted in the second pathway of 2-OG generation due to the application of exogenous 2-OG, wherein a correlation between upregulated expression of <italic>OsIDHa</italic> and increases in NAD-IDH activity was obtained. Additionally, the expression levels of <italic>OsGDH1</italic> and <italic>OsGDH2</italic> in shoots of rice seedlings fed with 2-OG were significantly upregulated, and an increase of GDH activity in shoots was also detected (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), suggesting that the conversion of Glu into 2-OG was independent of the application of 2-OG. Co-expression network analysis showed that the GDH-related genes in Module 1 had a higher connection degree with others (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Apparently, these results indicated that the two C-related pathways were significantly activated due to the application of 2-OG, in which sufficient 2-OG in plant cells was able to modify the imbalance of CNM in rice seedlings caused by SCN<sup>&#x2212;</sup> exposure, subsequently decreasing the negative impact on rice seedlings, which was judged by a measurable increase in biomass growth of rice seedlings from the SCN<sup>&#x2212;</sup>-treated rice seedlings with 2-OG, compared with the SCN<sup>&#x2212;</sup>-treated rice seedlings without 2-OG.</p>
</sec>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Responses of other CNM-related enzymes and genes in rice plants after SCN<sup>&#x2212;</sup> exposure</title>
<sec id="s4_3_1">
<label>4.3.1</label>
<title>Effects of SCN<sup>&#x2212;</sup> on C metabolism in rice plants</title>
<p>The TPS and SPS are primary targeted cytosolic enzymes involved in the C metabolism (<xref ref-type="bibr" rid="B7">Coruzzi and Zhou, 2001</xref>). Previous studies indicated that the expressions of <italic>OsTPS2</italic>, <italic>OsTPS5</italic>, and <italic>OsTPS6</italic> in rice were negatively correlated with sucrose starvation (<xref ref-type="bibr" rid="B37">Wang et&#xa0;al., 2007</xref>). The expression of <italic>SPS</italic> genes was positively correlated with non-structure carbohydrate content in the leaf, wherein <italic>OsSPS1</italic> expression and SPS activity were affirmatively corresponding to spike number and grain yield (<xref ref-type="bibr" rid="B25">Li and Cui, 2018</xref>). However, another study showed that mRNA levels of <italic>OsSPS1</italic> and <italic>OsSPS6</italic> were negatively correlated with sucrose concentrations (<xref ref-type="bibr" rid="B41">Yonekura et&#xa0;al., 2013</xref>). In the present study, upregulation of <italic>OsTPS5</italic> was detected in both rice tissues under SCN<sup>&#x2212;</sup> stress (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In addition, upregulated <italic>OsSPS1</italic> was also evident in both roots and shoots. Meanwhile, increases in TPS and SPS activities in rice tissues were detectable (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). These results indicated that SCN<sup>&#x2212;</sup> exposure stimulated the expression of C metabolism-related master regulation genes, thus regulating the enzyme activities. Enzyme ERS has an important role in maintaining the physiological homeostasis of amino acids and C metabolism as well as redox status (<xref ref-type="bibr" rid="B40">Yang et&#xa0;al., 2018</xref>). Like TPS and SPS, upregulation of <italic>OsERS1</italic> was distinguished in both rice tissues after SCN<sup>&#x2212;</sup> stress (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Also, we observed that responses of <italic>OsERS1</italic> to SCN<sup>&#x2212;</sup> exposure were identical to the enzyme activity of ERS in rice tissues (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
</sec>
<sec id="s4_3_2">
<label>4.3.2</label>
<title>Effects of SCN<sup>&#x2212;</sup> on N metabolism in rice plants</title>
<p>NR, NiR, and GS are three key enzymes involved in N assimilation. The conversion of NO<sub>3</sub>
<sup>&#x2212;</sup> into NH<sub>4</sub>
<sup>+</sup> is catalyzed by the enzymes NR and NiR, which is a rate-limiting step in NO<sub>3</sub>
<sup>&#x2212;</sup> assimilation. In the present study, three isogenes of NR (<italic>OsNIA1</italic>, <italic>OsNIA12</italic>, and <italic>OsNR1</italic>) and NiR (<italic>OsNiR-1</italic>, <italic>OsNiR-2</italic>, and <italic>OsNiR-3</italic>) showed a declining expression pattern in shoots after SCN<sup>&#x2212;</sup> exposure, of which SCN<sup>&#x2212;</sup> treatments at 24.0 and 96.0 mg/L positively regulated transcriptional changes in <italic>OsNR1</italic>, and 300.0 mg SCN/L treatment demonstrated a negative response (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Enzymatic assay showed that activities of NR and NiR had a positive correlation with gene expression (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), suggesting that low-to-moderate concentrations of SCN<sup>&#x2212;</sup> exposure might stimulate the conversion of NO<sub>3</sub>
<sup>&#x2212;</sup>, and higher SCN<sup>&#x2212;</sup> concentrations had a negative effect on this process, whereas a similar conclusion was also reached by <xref ref-type="bibr" rid="B22">Lin et&#xa0;al. (2022a)</xref>. Another crucial enzyme in N metabolism is GS, which is responsible for converting NH<sub>4</sub>
<sup>+</sup> into glutamine. In this study, almost all GS genes were upregulated in the SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). It is established that GS in most plants occurs as GS2 in plastids and GS1 in the cytosol. The role of GS1 is to assimilate NH<sub>4</sub>
<sup>+</sup> in roots and reassimilate NH<sub>4</sub>
<sup>+</sup> in leaves, whereas GS2 is mainly responsible for assimilating NH<sub>4</sub>
<sup>+</sup> derived from NO<sub>3</sub>
<sup>&#x2212;</sup> reduction in plastids (<xref ref-type="bibr" rid="B22">Lin et&#xa0;al., 2022a</xref>). The enzymatic assay also showed that activities of GS had a positive correlation to gene expression (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), suggesting that SCN<sup>&#x2212;</sup> treatments do not inhibit the activity of GS and subsequently increase the conversion of NH<sub>4</sub>
<sup>+</sup>.</p>
</sec>
<sec id="s4_3_3">
<label>4.3.3</label>
<title>Effects of exogenous 2-OG on CNM in rice plants under SCN<sup>&#x2212;</sup> stress</title>
<p>Compared with SCN<sup>&#x2212;</sup> treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), exogenous 2-OG decreased the expression of <italic>OsTPS5</italic> in shoots of rice seedlings after SCN<sup>&#x2212;</sup> exposure. Similarly, the downregulation of <italic>OsSPS6</italic> and <italic>OsERS1</italic> was also detectable. Enzymatic assays indicated that the application of 2-OG decreased the activities of TPS, SPS, and ERS in shoots of rice seedlings (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). A co-expression network analysis showed that the C metabolism-related genes in Module 2 and Module 4 had a lower connection degree with others (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). However, we noticed that NR and NiR genes were upregulated in SCN<sup>&#x2212;</sup>-treated rice seedlings inoculated with 2-OG, wherein enzymes of NR and NiR were positively responsive to 2-OG application, indicating that the application of 2-OG had a positive impact on the conversion of NO<sub>3</sub>
<sup>&#x2212;</sup>. A previous study also reported that feeding of 2-OG increased transcripts of the NR gene in tobacco leaf (<xref ref-type="bibr" rid="B9">Ferrario-Mery et&#xa0;al., 2001</xref>). Additionally, under &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments, the expression levels of <italic>OsGS1;2</italic> were significantly higher than those under SCN<sup>&#x2212;</sup> treatments, suggesting that the application of 2-OG also increases the conversion of NH<sub>4</sub>
<sup>+</sup> derived from the main N source of NO<sub>3</sub>
<sup>&#x2212;</sup> supplied. A co-expression network analysis showed that the N metabolism-related genes in Module 3 and Module 4 had a higher connection degree with others (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). These results indicated that sufficient 2-OG in plant cells can modify the imbalance of N metabolism-related genes in rice seedlings caused by SCN<sup>&#x2212;</sup> exposure.</p>
</sec>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>The balance of CNM in rice seedlings can be broken by SCN<sup>&#x2212;</sup> exposure, resulting in a significant reduction in the biomass growth of rice seedlings. The application of exogenous 2-OG showed a positive regulatory effect on the imbalance of CNM in rice seedlings under SCN<sup>&#x2212;</sup> stress. Higher connection degrees of genes in each module in rice plants under SCN<sup>&#x2212;</sup> and &#x201c;SCN<sup>&#x2212;</sup> + 2-OG&#x201d; treatments are marked in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>. Although our findings provide new insight into the role of exogenous 2-OG in minimizing the negative effect of SCN<sup>&#x2212;</sup> exposure on rice plants through regulating the pathways involved in CNM, the global molecular map of regulatory genes involved in CNM remains unclear. Further comprehensive studies are needed to experimentally prove the influence of exogenous 2-OG as a chemical regulator on the quality and quantity of agricultural crops through the &#x201c;omics&#x201d; technology, such as transcriptome, proteome, and metabolome.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Overview of exogenous 2-OG-mediated CNM in rice tissues under SCN<sup>&#x2212;</sup> stress. 2-OG, 2-oxoglutarate; CNM, carbon and nitrogen metabolism.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1086098-g006.tif"/>
</fig>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Materials</bold>
</xref>. Further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>X-ZY: conceptualization, methodology, supervision, writing-reviewing and editing, and funding acquisition. Y-XF: writing-original draft preparation and visualization. LY: investigation. Y-JL: investigation, data analysis, visualization, and software. YS: data analysis, visualization, and software. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was financially supported by the National Natural Science Foundation of China (No. 41761094) and the Postdoctoral Research Foundation of China (2021MD703821).</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.2023.1086098/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1086098/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.xls" id="SM1" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table_1.doc" id="ST1" mimetype="application/msword"/>
</sec>
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