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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1390269</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Potato glycoside alkaloids exhibit antifungal activity by regulating the tricarboxylic acid cycle pathway of <italic>Fusarium solani</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Zhang</surname> <given-names>Chongqing</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Chen</surname> <given-names>Wei</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Wang</surname> <given-names>Bin</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Wang</surname> <given-names>Yupeng</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Li</surname> <given-names>Nan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Li</surname> <given-names>Ruiyun</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Yan</surname> <given-names>Yuke</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Sun</surname> <given-names>Yuyan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>He</surname> <given-names>Jing</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2662630/overview"/>
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<aff id="aff1"><sup>1</sup><institution>College of Forestry, Gansu Agricultural University</institution>, <addr-line>Lanzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Wolfberry Harmless Cultivation Engineering Research Center of Gansu Province</institution>, <addr-line>Lanzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Gennaro Agrimi, University of Bari Aldo Moro, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Antonio Caporusso, University of Bari Aldo Moro, Italy</p>
<p>Wen-Liang Xiang, Xihua University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Jing He, <email>hejing268@aliyun.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1390269</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Zhang, Chen, Wang, Wang, Li, Li, Yan, Sun and He.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhang, Chen, Wang, Wang, Li, Li, Yan, Sun and He</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>Fusarium solani</italic> is a pathogenic fungus that causes significant harm, leading to crop yield reduction, fruit quality reduction, postharvest decay, and other diseases. This study used potato glycoside alkaloids (PGA) as inhibitors to investigate their effects on the mitochondrial structure and tricarboxylic acid (TCA) cycle pathway of <italic>F. solani</italic>. The results showed that PGA could inhibit the colony growth of <italic>F. solani</italic> (54.49%), resulting in the disappearance of the mitochondrial membrane and the loss of contents. PGA significantly decreased the activities of aconitase (ACO), isocitrate dehydrogenase (IDH), &#x03B1;-ketoglutarate dehydrogenase (&#x03B1;-KGDH), succinate dehydrogenase (SDH), fumarase (FH), malate dehydrogenase (MDH), succinyl-CoA synthetase (SCS), and increased the activity of citrate synthase (CS) in <italic>F. solani</italic>. After PGA treatment, the contents of acetyl coenzyme A (CoA), citric acid (CA), malic acid (L-MA), and &#x03B1;-ketoglutaric acid (&#x03B1;-KG) in <italic>F. solani</italic> were significantly decreased. The contents of isocitric acid (ICA), succinyl coenzyme A (S-CoA), succinic acid (SA), fumaric acid (FA), and oxaloacetic acid (OA) were significantly increased. Transcriptomic analysis showed that PGA could significantly affect the expression levels of 19 genes related to TCA cycle in <italic>F. solani</italic>. RT-qPCR results showed that the expression levels of ACO, IDH, &#x03B1;-KGDH, and MDH-related genes were significantly down-regulated, and the expression levels of SDH and FH-related genes were significantly up-regulated, which was consistent with the results of transcriptomics. In summary, PGA can achieve antifungal effects by reducing the tricarboxylic acid cycle&#x2019;s flow and regulating key genes&#x2019; expression levels. This study reveals the antifungal mechanism of PGA from the perspective of TCA cycle, and provides a theoretical basis for the development and application of PGA as a biopesticide.</p>
</abstract>
<kwd-group>
<kwd>potato glycoside alkaloids</kwd>
<kwd><italic>Fusarium solani</italic></kwd>
<kwd>tricarboxylic acid cycle</kwd>
<kwd>mitochondrion structure</kwd>
<kwd>gene expression</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="10"/>
<word-count count="6406"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbial Physiology and Metabolism</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1"><label>1</label>
<title>Introduction</title>
<p><italic>Fusarium solani</italic> is one of the most serious soil-borne pathogens in the world, which seriously affects the yield and quality of agricultural and forestry products. Its conidia can survive in soil for a long time. When the germination conditions are suitable, they can infect the vascular bundle tissues of various food crops, economic crops, medicinal plants, and ornamental plants through minor wounds, causing a series of plant rot diseases such as root rot, stem rot, ear rot, stem base rot and flower rot (<xref ref-type="bibr" rid="ref23">Leslie and Summerell, 2006</xref>; <xref ref-type="bibr" rid="ref31">Parikh et al., 2018</xref>; <xref ref-type="bibr" rid="ref30">Mulero-Aparicio et al., 2019</xref>; <xref ref-type="bibr" rid="ref33">Rampersad, 2020</xref>). Currently, the control of plant diseases caused by <italic>F. solani</italic> mainly depends on chemical fungicides, such as carbendazim (<xref ref-type="bibr" rid="ref3">Beneduzi et al., 2012</xref>; <xref ref-type="bibr" rid="ref42">Xu et al., 2018</xref>). However, the extensive use of chemical agent can lead to problems such as pesticide residues and drug resistance of pathogenic fungi, seriously endangering the soil environment and potential risks to human health (<xref ref-type="bibr" rid="ref10">Fan et al., 2021</xref>). So it is urgent to finding an environmentally friendly green control method to control plant diseases caused by <italic>F. solani</italic>.</p>
<p>Potato glycoside alkaloids (PGA), also known as solanine, are sugar derivatives of an odor steroidal alkaloid found in potato plants and tubers (<xref ref-type="bibr" rid="ref37">Schieber and Salda&#x00F1;a, 2009</xref>; <xref ref-type="bibr" rid="ref35">Sanchez-Maldonado et al., 2014</xref>). More than 95% of PGA is &#x03B1;-solanine and &#x03B1;-chaconine (<xref ref-type="bibr" rid="ref12">Friedman, 2006</xref>). PGA has strong biological activity, such as antifungal and pest resistance (<xref ref-type="bibr" rid="ref6">Dahlin et al., 2017</xref>; <xref ref-type="bibr" rid="ref32">Pillai and Dandurand, 2021</xref>). It has been reported that PGA can inhibit the growth and development of <italic>Botrytis cinerea</italic> (<xref ref-type="bibr" rid="ref38">Sun et al., 2014</xref>), <italic>Pectobacterium carotovorum</italic> (<xref ref-type="bibr" rid="ref34">Rocha et al., 2015</xref>), <italic>Alternaria alternata</italic> and <italic>Pyrenophora tritici-repentis</italic> (<xref ref-type="bibr" rid="ref36">Sanchez-Maldonado et al., 2016</xref>), <italic>Phytophthora infestans</italic> (<xref ref-type="bibr" rid="ref6">Dahlin et al., 2017</xref>). PGA could inhibit the spore germination of <italic>Curvularia trifolii</italic> (<xref ref-type="bibr" rid="ref43">Xu et al., 2023</xref>), reduce the virulence of <italic>Pectobacterium brasiliense</italic> (<xref ref-type="bibr" rid="ref19">Joshi et al., 2021</xref>), inhibit the active oxygen metabolism process of <italic>F. sulphureum</italic> to exert antifungal effect (<xref ref-type="bibr" rid="ref24">Li et al., 2023</xref>).</p>
<p>Mitochondria are double-membrane-coated organelles that supply energy to cells by generating ATP through the tricarboxylic acid (TCA) cycle and oxidative phosphorylation (<xref ref-type="bibr" rid="ref11">Fernie et al., 2004</xref>). TCA cycle provides substrates for oxidative phosphorylation and plays an important role in ATP synthesis (<xref ref-type="bibr" rid="ref21">Kader and Saltveit, 2002</xref>). Any mitochondrial dysfunction can affect the growth of pathogenic fungi (<xref ref-type="bibr" rid="ref4">Castelli et al., 2005</xref>). Therefore, mitochondria are often used as potential targets for developing antifungal drugs, some plant-derived extracts have shown this ability. 3-phenyllactic acid inhibited the growth of <italic>Rhizopus oryzae</italic> by disrupting the TCA cycle and affecting their energy metabolism (<xref ref-type="bibr" rid="ref9">Fan et al., 2022</xref>). O-vanillin exerted antifungal effects by affecting the mitochondrial structure and TCA cycle of <italic>Aspergillus flavus</italic> (<xref ref-type="bibr" rid="ref26">Li et al., 2022</xref>). Citral can inhibit the function of mitochondria of <italic>Penicillium digitatum</italic> to exert antifungal effect (<xref ref-type="bibr" rid="ref47">Zheng et al., 2015</xref>). Eugenol and citral killed <italic>A. niger</italic> by tricarboxylic acid cycle (<xref ref-type="bibr" rid="ref20">Ju et al., 2023</xref>).</p>
<p>Previous studies have shown that PGA can destroy the structure of mycelium by interfering with substance metabolism, inhibiting respiration and reducing ATP production (<xref ref-type="bibr" rid="ref15">He et al., 2021</xref>; <xref ref-type="bibr" rid="ref7">Ding et al., 2023</xref>; <xref ref-type="bibr" rid="ref46">Zhang et al., 2023</xref>). However, the effect of PGA on the TCA cycle of <italic>F. solani</italic> has not been reported, and its mechanism still needs to be clarified.</p>
<p>Therefore, this study observed the effect of plant-derived extract PGA on mitochondrial function of <italic>F. solani</italic>. To reveal the potential antifungal mechanism of PGA inhibiting the growth of <italic>F. solani</italic> from the perspective of the TCA cycle, the changes of TCA-related enzyme activity and intermediate product content were determined, and the effect of PGA treatment on the expression of <italic>F. solani</italic> gene was further analyzed by transcriptome technology (<xref ref-type="fig" rid="fig1">Figure 1</xref>). This study aims to reveal the potential inhibitory mechanism of PGA in inhibiting the growth of <italic>F. solani</italic> from the perspective of the TCA cycle, and also to provide a theoretical basis for the development and utilization of antifungal active substances.</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>The schematic diagram of the TCA cycle. The red arrow indicates organic acid content or enzyme activities decreased, the purple arrow indicates organic acid content or enzyme activities first decreased and then increased, the bule arrow indicates organic acid content or enzyme activities increased.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g001.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="sec2"><label>2</label>
<title>Materials and methods</title>
<sec id="sec3"><label>2.1</label>
<title>Materials</title>
<p>The test strain, <italic>F. solani</italic>, was isolated from the diseased plants of wolfberry root rot and stored in the Forest Protection Laboratory of Forestry College of Gansu Agricultural University after pathogenicity determination. Before use, it was activated on a PDA plate and stored at 4&#x00B0;C for later use.</p>
<p>PGA was extracted and identified with reference to the team&#x2019;s previous study (<xref ref-type="bibr" rid="ref46">Zhang et al., 2023</xref>).</p>
</sec>
<sec id="sec4"><label>2.2</label>
<title>Antifungal effect of PGA</title>
<p>The agar plate diffusion method determined the antifungal activity of PGA (<xref ref-type="bibr" rid="ref17">Huang et al., 2012</xref>). Four small holes (5&#x2009;mm) 2.5&#x2009;cm away from the center of the plate were drilled on the potato dextrose agar (PDA) plate using a sterile puncher. The fungal cake (5&#x2009;mm in diameter) of <italic>F. solani</italic> was inoculated in the center of PDA plate. and 20&#x2009;&#x03BC;L of PGA (88.10&#x2009;mg&#x00B7;mL<sup>&#x2212;1</sup>) was added to 2 small holes, The other two holes were added with the same amount of sterile distilled water as the control. All plates were cultured at 25&#x00B0;C for 5&#x2009;days, and the clear inhibition zone around the pores was measured.</p>
</sec>
<sec id="sec5"><label>2.3</label>
<title>Observations of mitochondrial ultrastructure</title>
<p>We found that the EC<sub>50</sub> value of PGA inhibiting <italic>F. solani</italic> was 4.4327&#x2009;mg&#x00B7;mL<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="ref7">Ding et al., 2023</xref>). Therefore, the concentration corresponding to EC<sub>50</sub> was used as the treatment concentration of PGA in this experiment. 0.5&#x2009;g fresh mycelium was inoculated in the potato dextrose broth (PDB) medium containing PGA (150&#x2009;mL conical flask containing 30&#x2009;mL of PDB medium) and oscillatory cultured (25&#x00B0;C, 160&#x2009;rpm) for 9&#x2009;h. And sterile water was set as the control. After 9&#x2009;h, the mycelia were collected, centrifuged at 10,000&#x2009;g for 10&#x2009;min, and washed with sterile water 3&#x2013;4 times.</p>
<p>The mitochondria of <italic>F. solani</italic> were extracted by differential centrifugation (<xref ref-type="bibr" rid="ref13">Galina et al., 2004</xref>; <xref ref-type="bibr" rid="ref46">Zhang et al., 2023</xref>). The mitochondria were fixed with 2.5% glutaraldehyde for 2&#x2009;h, adjusted to pH 7.4 with 0.1&#x2009;mol&#x00B7;L<sup>&#x2212;1</sup> phosphate buffer, and then fixed with 1% osmic acid at room temperature for 2&#x2009;h. The samples were dehydrated in different ethanol concentrations (30%, 50%, 70%, 80%, 95%, and 100%) and immersed in epoxy resin and SPI-812 embedding agent, respectively. The ultra-thin sections obtained by the Leica UC7 ultra-thin slicing machine were stained with 2% uranyl acetate saturated alcohol solution in the dark and then stained with 2.6% lead citrate solution in the dark. Transmission electron microscopy (Hitachi HT7800, Japan) was used to observe and record images at 80&#x2009;kV.</p>
</sec>
<sec id="sec6"><label>2.4</label>
<title>Determination of TCA-related enzyme activity</title>
<p>0.5&#x2009;g fresh mycelium was inoculated into PDB culture medium (containing 4.432 7&#x2009;mg&#x00B7;mL<sup>&#x2212;1</sup> PGA) and oscillatory cultured (25&#x00B0;C, 160&#x2009;rpm) for 36&#x2009;h. The mycelia were collected at 0, 3, 6, 9, 12, 24, and 36&#x2009;h.</p>
<p>The activity of citrate synthase (CS) was determined by the methods of <xref ref-type="bibr" rid="ref18">Jenner et al. (2001)</xref> and <xref ref-type="bibr" rid="ref26">Li et al. (2022)</xref>. One unit of enzyme activity was defined as the production of 1&#x2009;nmol TNB per minute per gram of tissue in the reaction system at 25&#x00B0;C (U&#x00B7;g<sup>&#x2212;1</sup> FW). The activity of succinyl-CoA synthetase (SCS) was determined by the method of <xref ref-type="bibr" rid="ref39">Vichaiya et al. (2020)</xref>. The production of 1&#x2009;&#x03BC;mol succinyl hydroxamic acid per minute per gram of tissue in the reaction system at 25&#x00B0;C was defined as an enzyme activity unit (U&#x00B7;g<sup>&#x2212;1</sup> FW). The activities of pyruvate dehydrogenase (PDH), aconitase (ACO), isocitrate dehydrogenase (IDH), &#x03B1;-ketoglutarate dehydrogenase (&#x03B1;-KGDH), succinate dehydrogenase (SDH), fumarase (FH) and malate dehydrogenase (MDH) were determined using the corresponding ELISA kits. The corresponding product numbers of the kits were G0836F, G0872F, G0833F, G0840F, G0856, G0869F, and G0820F. All of the above kits are from Suzhou Grace Biotechnology Co., Ltd.</p>
</sec>
<sec id="sec7"><label>2.5</label>
<title>Determination of TCA organic acid content</title>
<p>Acetyl-CoA content (CoA) was determined by the ELISA kit (JLC57299, Shanghai Jingkang Bioengineering Co., Ltd.). The contents of citric acid (CA) and L-malic acid (L-MA) were determined by kits. The kit numbers were G0864F and G0862F, respectively, provided by Suzhou Grace Biotechnology Co., Ltd. The content of &#x03B1;-ketoglutarate (&#x03B1;-KG) was determined by an kit (BC5420, Beijing Solarbio Science &#x0026; Technology Co., Ltd.). The contents of isocitric acid (ICA), succinyl coenzyme A (S-CoA), succinic acid (SA), fumaric acid (FA) and oxaloacetic acid (OA) were determined by kits (YX-090301F, YX-190316F, YX-22571F, YX-062113F, YX-150100F, Sino Best Biological Technology Co., Ltd., Beijing, China).</p>
</sec>
<sec id="sec8"><label>2.6</label>
<title>Transcriptome analysis</title>
<p>The mycelia of <italic>F. solani</italic> treated with PGA for 9&#x2009;h were collected for transcriptome sequencing experiments. The samples were frozen in liquid nitrogen and sent to Shanghai Personal Biotechnology Co., Ltd. for RNA extraction and RNA-Seq sequencing experiments. Criteria for differentially expressed genes (DEGs) were false discovery rate (FDR)&#x2009;&#x003C;&#x2009;0.05 and |log<sub>2</sub>FC|&#x2009;&#x003E;&#x2009;1. Three biological replicates per treatment. The BioProject accession number for the SRA database: PRJNA1075338.</p>
</sec>
<sec id="sec9"><label>2.7</label>
<title>RT-qPCR verification of differential genes</title>
<p>To verify the reliability of transcriptome data and the expression of TCA-related genes, we screened 6 DEGs related to the TCA cycle for RT-qPCR verification. The primers of RT-qPCR were designed using primer 3.0 software (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>), and the primers were synthesized by Shanghai Personal Biotechnology Co., Ltd.</p>
<p>The total RNA of mycelium was extracted by the TRIzol method. The quality of the extracted RNA was tested to detect the integrity of 28S and 18S. The main band was clear, single, and bright, and the RNA was good. Total RNA that was tested and quantified was reverse transcribed into cDNA (PrimeScript TM 1st stand cDNA Synthesis Kit). Then, a fluorescence quantitative PCR and a real-time PCR reaction were carried out. The RT-qPCR system was set as follows: 95&#x00B0;C denaturation 5&#x2009;min, 40&#x2009;cycles of 95&#x00B0;C for 15&#x2009;s, followed by 60&#x00B0;C for 30&#x2009;s, and a dissociation step. The relative gene expression was expressed by normalized DEGs to the internal control gene, Actin, using the 2<sup>-&#x0394;&#x0394;CT</sup> method (<xref ref-type="bibr" rid="ref28">Livak and Schmittgen, 2001</xref>).</p>
</sec>
<sec id="sec10"><label>2.8</label>
<title>Statistical analysis</title>
<p>Each of the above experiments was repeated three times. Data were expressed as means &#x00B1; standard errors, and SPSS 26.0 was used for data analysis (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). Origin 18.0 was used for mapping.</p>
</sec>
</sec>
<sec sec-type="results" id="sec11"><label>3</label>
<title>Results</title>
<sec id="sec12"><label>3.1</label>
<title>The inhibitory effect of PGA on <italic>Fusarium solani</italic></title>
<p>The diameter of PGA inhibiting the growth of <italic>F. solani</italic> was 12.26&#x2009;mm, and the inhibition rate was 54.49% (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2"><label>Figure 2</label>
<caption>
<p>Inhibitory effect of PGA on <italic>Fusarium solani</italic>. PGA: PGA and CK: control (sterile water).</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g002.tif"/>
</fig>
</sec>
<sec id="sec13"><label>3.2</label>
<title>Effect of PGA on mitochondria of <italic>Fusarium solani</italic></title>
<p>The mitochondrial morphology of <italic>F. solani</italic> in the control treatment was primarily round or oval, the internal structure was regular, the surface was smooth and dense, and the mitochondrial inner ridge was complete (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). After PGA treatment, the mitochondria of <italic>F. solani</italic> showed a myelin-like layered structure, the membrane tissue ruptured, the mitochondrial inclusions gradually lost, and the mitochondria died (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p>
<fig position="float" id="fig3"><label>Figure 3</label>
<caption>
<p>Observation of sitochondrial structure of <italic>Fusarium solani</italic>. <bold>(A)</bold> Control and <bold>(B)</bold> PGA.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g003.tif"/>
</fig>
</sec>
<sec id="sec14"><label>3.3</label>
<title>Effects of PGA on TCA-related enzyme activities of <italic>Fusarium solani</italic></title>
<p>At 9&#x2009;h, the PDH activity of <italic>F. solani</italic> treated with PGA decreased significantly, the activity of PDH was 10.50% lower than the control (<xref ref-type="fig" rid="fig4">Figure 4A</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). At 12 and 24&#x2009;h, the ACO activity of PGA-treated <italic>F. solani</italic> was significantly reduced (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). During the incubation period, the changes of CS and SCS activities of <italic>F. solani</italic> were consistent, both of which were significantly decreased in the early stage of PGA treatment, and significantly increased in the later stage of treatment (24, 36&#x2009;h; <xref ref-type="fig" rid="fig4">Figures 4B</xref>,<xref ref-type="fig" rid="fig4">F</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). At 6 and 12&#x2009;h, the SCS activity of <italic>F. solani</italic> treated with PGA was 53.14 and 51.69% lower than that of the control, respectively. At 24 and 36&#x2009;h, the activity of CS was 40.70 and 64.15% higher than that of the control, respectively. After PGA treatment, the activities of IDH (<xref ref-type="fig" rid="fig4">Figure 4D</xref>), &#x03B1;-KGDH (<xref ref-type="fig" rid="fig4">Figure 4E</xref>), SDH (<xref ref-type="fig" rid="fig4">Figure 4G</xref>), FH (<xref ref-type="fig" rid="fig4">Figure 4F</xref>), and MDH (<xref ref-type="fig" rid="fig4">Figure 4I</xref>) of <italic>F. solani</italic> were significantly decreased (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). After PGA treatment, the MDH activity of <italic>F. solani</italic> treated with PGA was 89.23 and 71% lower than that of the control at 6 and 9&#x2009;h, respectively. At 24&#x2009;h, IDH, SDH, and FH activities were lower than those of the control group by 70.44, 77.3, and 70.07%, respectively. At 36&#x2009;h, the &#x03B1;-KGDH activity of <italic>F. solani</italic> treated with PGA was 62.96% lower than that of the control.</p>
<fig position="float" id="fig4"><label>Figure 4</label>
<caption>
<p>Effects of PGA on the activities of PDH <bold>(A)</bold>, CS <bold>(B)</bold>, ACO <bold>(C)</bold>, IDH <bold>(D)</bold>, &#x03B1;-KGDH <bold>(E)</bold>, SCS <bold>(F)</bold>, SDH <bold>(G)</bold>, FH <bold>(H)</bold> and MDH <bold>(I)</bold> of <italic>Fusarium solani</italic>. Different lowercase letters indicated significant differences between the control and PGA treatments (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g004.tif"/>
</fig>
</sec>
<sec id="sec15"><label>3.4</label>
<title>Effect of PGA on TCA organic acid content of <italic>Fusarium solani</italic></title>
<p>After PGA treatment, the CA content of <italic>F. solani</italic> decreased first and then increased (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). At 3 and 6&#x2009;h, the CA content of <italic>F. solani</italic> treated with PGA was 73.64% and 23.34% lower than that of the control, respectively. After PGA treatment, the contents of ICA (<xref ref-type="fig" rid="fig5">Figure 5C</xref>), S-CoA (<xref ref-type="fig" rid="fig5">Figure 5E</xref>), SA (<xref ref-type="fig" rid="fig5">Figure 5F</xref>), FA (<xref ref-type="fig" rid="fig5">Figure 5G</xref>), and OA (<xref ref-type="fig" rid="fig5">Figure 5I</xref>) in <italic>F. solani</italic> increased significantly (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). At 3&#x2009;h, the S-CoA and FA contents of <italic>F. solani</italic> treated with PGA were 31.81 and 30.26% higher than those of the control, respectively. At 12 and 24&#x2009;h, the OA content of <italic>F. solani</italic> treated with PGA was 24.32 and 22.80% higher than that of the control, respectively. At 24&#x2009;h, the ICA and SA contents of <italic>F. solani</italic> treated with PGA were 24.39 and 10.30% higher than those of the control, respectively. After PGA treatment, the contents of CoA (<xref ref-type="fig" rid="fig5">Figure 5A</xref>), &#x03B1;-KG (<xref ref-type="fig" rid="fig5">Figure 5D</xref>), and L-MA (<xref ref-type="fig" rid="fig5">Figure 5H</xref>) in <italic>F. solani</italic> decreased significantly (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). At 12&#x2009;h, the CoA, &#x03B1;-KG, and L-MA of <italic>F. solani</italic> treated with PGA were 42.32, 80.09, and 94.89% lower than those of the control, respectively.</p>
<fig position="float" id="fig5"><label>Figure 5</label>
<caption>
<p>Effects of PGA treatment on the contents of CoA <bold>(A)</bold>, CA <bold>(B)</bold>, ICA <bold>(C)</bold>, &#x03B1;-KG <bold>(D)</bold>, S-CoA <bold>(E)</bold>, SA <bold>(F)</bold>, FA <bold>(G)</bold>, L-MA <bold>(H)</bold> and OA <bold>(I)</bold> of <italic>Fusarium solani</italic>. Different lowercase letters indicated significant differences between the control and PGA treatments (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g005.tif"/>
</fig>
</sec>
<sec id="sec16"><label>3.5</label>
<title>Transcriptome analysis</title>
<sec id="sec17"><label>3.5.1</label>
<title>Quality statistics and analysis of RNA-Seq data</title>
<p>Sterile distilled water control and PGA treatment were set up in the experiment, with 3 biological replicates each, and 6 cDNA libraries were established. After sequencing, the average clean reads of <italic>F. solani</italic> under control and PGA treatment were 63,558,391 and 51,690,066, respectively. Q20 (the proportion of bases with sequencing quality above 99.0% of the total bases) averaged 98.52% and 98.60%, respectively, and Q30 (the proportion of bases with sequencing quality above 99.9% of the total bases) averaged 95.52% and 95.79%, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). The above results indicated that the cDNA library obtained by this sequencing is of high quality and can be further studied by subsequent bioinformatics.</p>
</sec>
<sec id="sec18"><label>3.5.2</label>
<title>Analysis of DEGs</title>
<p>After PGA treatment of <italic>F. solani</italic>, a total of 6,341 genes were changed in expression, of which 3,014 genes were up-regulated and 3,327 genes were down-regulated (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). Clustering heatmap analysis showed that there were significant differences in gene expression profiles between the treatment and the control (<xref ref-type="fig" rid="fig6">Figure 6B</xref>). Six DEGs related to TCA cycle were screened for RT-qPCR verification.</p>
<fig position="float" id="fig6"><label>Figure 6</label>
<caption>
<p>The number of DEGs <bold>(A)</bold> and cluster heat map <bold>(B)</bold> were used to analyze the DEGs of <italic>Fusarium solani</italic> after PGA treatment. S indicates control, P indicates addition of PGA.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g006.tif"/>
</fig>
</sec>
<sec id="sec19"><label>3.5.3</label>
<title>GO analysis of DEGs</title>
<p>The DEGs were divided into three categories: biological processes (BP), cellular components (CC), and molecular functions (MF; <xref ref-type="fig" rid="fig7">Figure 7</xref>). In CC, DEGs were mainly enriched in the cytosolic ribosome et al. In BP, DEGs were mainly enriched in cytoplasmic translation et al. DEGs enriched in MF were less, mainly enriched in the structural constituent of ribosome.</p>
<fig position="float" id="fig7"><label>Figure 7</label>
<caption>
<p>GO enrichment analysis of DEGs of <italic>Fusarium solani</italic> after PGA treatment. CC, Cellular component; BP, Biological Process; MF, Molecular function.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g007.tif"/>
</fig>
</sec>
<sec id="sec20"><label>3.5.4</label>
<title>KEGG analysis of DEGs</title>
<p>DEGs were mainly enriched in genetic information processing, metabolism, and cellular processes (<xref ref-type="fig" rid="fig8">Figure 8</xref>). In genetic information processing, DEGs were mainly enriched in ribosomes, non-homologous end-joining, and aminoacyl-tRNA biosynthesis. In metabolism, DEGs were mainly enriched in purine metabolism, lysine biosynthesis et al. The DEGs of cellular processes are mainly enriched in peroxisomes.</p>
<fig position="float" id="fig8"><label>Figure 8</label>
<caption>
<p>KEGG enrichment analysis of DEGs of <italic>Fusarium solani</italic> after PGA treatment.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="sec21"><label>3.6</label>
<title>The effect of PGA on the TCA cycle of <italic>Fusarium solani</italic> was determined by transcriptomics</title>
<p>We evaluated whether the expression levels of TCA cycle-related genes in the mycelium of <italic>F. solani</italic> changed after PGA. Searching according to the KGEE database. After PGA treatment, the expression levels of 19 genes were significantly changed, resulting in changes in the corresponding enzyme activities, indicating that PGA could significantly affect the normal operation of the TCA cycle of <italic>F. solani</italic> (<xref ref-type="fig" rid="fig9">Figure 9</xref>).</p>
<fig position="float" id="fig9"><label>Figure 9</label>
<caption>
<p>The effect of PGA on the TCA cycle of <italic>Fusarium solani</italic> was determined by transcriptomics. S indicates control, and P indicates addition of PGA.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g009.tif"/>
</fig>
</sec>
<sec id="sec22"><label>3.7</label>
<title>RT-qPCR validation of DEGs</title>
<p>The results showed that the verification results of 6 DEGs related to the TCA cycle were consistent with transcriptome sequencing, but there was a specific deviation in gene expression multiples (<xref ref-type="fig" rid="fig10">Figures 10A</xref>,<xref ref-type="fig" rid="fig10">B</xref>). After PGA treatment, 4 TCA-related candidate genes (ACO, IDH3, OGC, ME2) were significantly down-regulated (<xref ref-type="fig" rid="fig10">Figure 10B</xref>). Two TCA-related candidate genes (CTP, SDH1) were significantly up-regulated (<xref ref-type="fig" rid="fig10">Figure 10B</xref>).</p>
<fig position="float" id="fig10"><label>Figure 10</label>
<caption>
<p>Verification results of DEGs. <bold>(A)</bold> Transcriptome results; <bold>(B)</bold> RT-qPCR.</p>
</caption>
<graphic xlink:href="fmicb-15-1390269-g010.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec23"><label>4</label>
<title>Discussion</title>
<p>In this study, the effects of PGA on colony growth, mitochondrial ultrastructure, main enzyme activities and product content of the TCA cycle in <italic>F. solani</italic> were comprehensively analyzed. Transcriptomics technology was used to analyze the differences in mycelium at the transcriptional level.</p>
<p>The diameter of the colony is of great significance to the growth of pathogenic fungi (<xref ref-type="bibr" rid="ref29">Luo and Tian, 2021</xref>). PGA could inhibit the colony growth of pathogenic fungi such as <italic>A. solani</italic> (<xref ref-type="bibr" rid="ref41">Wolters et al., 2023</xref>) and <italic>P. brasiliense</italic> (<xref ref-type="bibr" rid="ref19">Joshi et al., 2021</xref>). PGA inhibited the mycelial growth rate and spore germination of <italic>C. trifolii</italic> (<xref ref-type="bibr" rid="ref43">Xu et al., 2023</xref>), and inhibited the growth of <italic>F. sulphureum</italic> by inhibiting ROS metabolism and destroying cell membrane (<xref ref-type="bibr" rid="ref24">Li et al., 2023</xref>).</p>
<p>It has been reported that the ultrastructural changes in mitochondria may be due to the leakage of small molecules and the damage of mitochondria caused by the difference in cell metabolism (<xref ref-type="bibr" rid="ref1">Bajpai et al., 2013</xref>). In this study, after PGA treatment, the mitochondrial membrane tissue of <italic>F. solani</italic> was broken, and the contents were lost. This was similar to the results of the mitochondria of <italic>B. cinerea</italic> treated with tea tree oil (<xref ref-type="bibr" rid="ref25">Li et al., 2017</xref>) and the mitochondria of <italic>Saccharomyce scerevisiae</italic> treated with essential oil from <italic>Chrysanthemum morifolium</italic> cv. Fubaiju (<xref ref-type="bibr" rid="ref45">Zhan et al., 2021</xref>). It indicated that PGA treatment changed the mitochondrial ultrastructure of <italic>F. solani</italic>, which may affect the ability of mitochondria to metabolize.</p>
<p>One of the central pathways of metabolism is the TCA cycle, and it is also the primary mechanism of energy production. Mitochondrial dehydrogenase is an essential enzyme in biological growth. The decrease of a-KGDH activity leads to a decrease in the ability of TCA to produce NADH and ATP synthesis. It leads to the disorder of the TCA cycle (<xref ref-type="bibr" rid="ref16">Huang et al., 2003</xref>). By linking the utilization of nutrients with the synthesis of TCA cycle intermediates and products, CS helps regulate energy flux and metabolic rate. It catalyzes the condensation of acetyl coenzyme A and oxaloacetic acid to produce citric acid, coenzyme A, and proton (<xref ref-type="bibr" rid="ref27">Liao et al., 2014</xref>). The activity of IDH regulates the flow of isocitrate into the TCA cycle or glyoxylic acid cycle (<xref ref-type="bibr" rid="ref25">Li et al., 2017</xref>). The decrease in MDH activity inhibited the conversion between malic acid and oxaloacetic acid (<xref ref-type="bibr" rid="ref22">Kobayashi et al., 2002</xref>). SDH can transfer two electrons in the electron transport chain to coenzyme Q10, the intersection of the TCA cycle and oxidative phosphorylation. Decreased activity can affect the regular operation of oxidative phosphorylation and electron transport and is also a marker protein for evaluating mitochondrial function (<xref ref-type="bibr" rid="ref8">Evenepoel et al., 2015</xref>; <xref ref-type="bibr" rid="ref48">Zou et al., 2015</xref>). In this study, PGA could inhibit the respiratory pathway of <italic>F. solani</italic> by reducing the activities of ACO, IDH, &#x03B1;-KGDH, SCS, SDH, FH, and MDH. <italic>Cinnamon oil</italic> inhibited the expected growth of Rhizopus nigricans by reducing SDH and MDH activities (<xref ref-type="bibr" rid="ref9">Fan et al., 2022</xref>). O-vanillin treatment inhibited the activities of CS, IDH, a-KGDH, and SDH of <italic>A. flavus</italic>, thereby reducing its virulence (<xref ref-type="bibr" rid="ref26">Li et al., 2022</xref>). Citral decreased the activities of IDH, a-KGDH, and SDH in <italic>P. digitatum</italic> and inhibited its normal metabolism (<xref ref-type="bibr" rid="ref47">Zheng et al., 2015</xref>). Eugenol and citral reduced the activities of MDH, CS, &#x03B1;-KGDH, IDH, and SDH in <italic>A. niger</italic> (<xref ref-type="bibr" rid="ref20">Ju et al., 2023</xref>). The above results are consistent with the results of this experiment. This indicated that the mitochondrial function of pathogenic fungi was significantly inhibited.</p>
<p>The TCA cycle converts phosphoenolpyruvate to malate and/or pyruvate in the cytosol. These organic acids are then taken into the mitochondria, producing energy (<xref ref-type="bibr" rid="ref11">Fernie et al., 2004</xref>). After PGA treatment, the content of &#x03B1;-KG and L-MA in <italic>F. solani</italic> decreased significantly, indicating that the TCA cycle was significantly inhibited. The reason for this inhibition may be that PGA inhibits the activity of some amino acids in <italic>F. solani</italic>, and the TCA cycle is the final stage of these amino acid metabolisms. Therefore, some metabolites in the TCA cycle could be reduced (<xref ref-type="bibr" rid="ref14">Gaupp et al., 2010</xref>). The decrease of TCA cycle flux further leads to the decrease of CoA synthesis. The decrease of IDH, SCS, SDH, FH, and MDH activities led to accumulating the corresponding reaction substrates ICA, S-CoA, SA, FA, and OA, further blocking the TCA cycle and causing mitochondrial dysfunction. It has been reported that Graphene oxide can significantly inhibit the mycelial growth of <italic>F. graminearum</italic>, and the content of SA and CA increased significantly (<xref ref-type="bibr" rid="ref40">Wang et al., 2019</xref>). This is consistent with the results of this experiment. Correlation analysis showed a significant negative correlation between &#x03B1;-KGDH and S-CoA, and a positive correlation between &#x03B1;-KGDH and &#x03B1;-KG. The results showed that the content of &#x03B1;-KG and the activity of &#x03B1;-KGDH decreased, but the content of S-CoA increased (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). It may be due to the decrease in SCS activity, resulting in S-CoA cannot be consumed in time. There was a significant positive correlation between L-MA and FH, &#x03B1;-KG and IDH (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>), indicating that the corresponding product content decreased with the decrease of enzyme activity. CS was significantly negatively correlated with OA, and CS was significantly positively correlated with <italic>CA.</italic> That is the content of substrate OA increased, the activity of CS decreased, and the content of product CA decreased.</p>
<p>In this experiment, it was found that after PGA treatment of <italic>F. solani</italic>, GO analysis showed that DEGs were mainly enriched in cell biological processes and components of cells, and the pathway was mainly enriched in genetic information processing and metabolism, indicating that PGA could significantly affect the cell components and metabolism of <italic>F. solani</italic>. The TCA cycle is the hub of sugar, lipid, protein and nucleic acid metabolism communication and transformation (<xref ref-type="bibr" rid="ref44">Xu and Shao, 2017</xref>). Transcriptome analysis showed that PGA could affect the metabolic pathways of <italic>F. saloni</italic>, such as starch and sucrose metabolism, amino sugar and nucleotide sugar metabolism, fructose and mannose metabolism, and then affect the normal metabolic process of TCA cycle. The up-regulation of SDH-related gene (<italic>SDH1</italic>) expression leads to defects in enzyme structure and function, and the resulting electron leakage and cell damage lead to an increase in reactive oxygen species (ROS). ROS concentration in mitochondria increases DNA damage, disrupting normal cell metabolism (<xref ref-type="bibr" rid="ref2">Baysal et al., 2000</xref>). Decreased expression of IDH-related genes can inhibit the production of &#x03B1;-KG, resulting in abnormal expression of signal transduction pathways (<xref ref-type="bibr" rid="ref5">Chou et al., 2010</xref>). FH is involved in the TCA cycle in mitochondria and catalyzes the conversion of fumaric acid to malic acid. In this experiment, due to the addition of PGA, the expression level of the FH-related gene (<italic>CTP</italic>) was up-regulated, resulting in a decrease in its activity, which in turn led to a decrease in malic acid content, which was consistent with the results of <xref ref-type="bibr" rid="ref20">Ju et al. (2023)</xref>. The decreased expression levels of &#x03B1;-KGDH, ACO, and MDH-related genes (<italic>OGC</italic>, <italic>ACO</italic>, <italic>ME2</italic>) led to a significant change in their activity, further leading to a decrease in the traffic of the TCA cycle pathway.</p>
</sec>
<sec sec-type="conclusions" id="sec24"><label>5</label>
<title>Conclusion</title>
<p>PGA can destroy the mitochondrial ultrastructure of mycelium, regulate the enzyme activity of the TCA cycle, the content of intermediate products, and the expression level of essential genes, cause the disorder of energy metabolism of <italic>F. solani</italic>, and finally inhibit the average growth of <italic>F. solani</italic> to achieve antifungal effect.</p>
</sec>
<sec sec-type="data-availability" id="sec25">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in the NCBI BioProject Database (<ext-link xlink:href="https://www.ncbi.nlm.nih.gov/bioproject" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/bioproject</ext-link>), accession number PRJNA1075338.</p>
</sec>
<sec sec-type="author-contributions" id="sec26">
<title>Author contributions</title>
<p>CZ: Conceptualization, Data curation, Methodology, Software, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. WC: Writing &#x2013; original draft, Conceptualization. BW: Conceptualization, Supervision, Writing &#x2013; original draft. YW: Writing &#x2013; original draft, Methodology, Conceptualization. NL: Writing &#x2013; original draft, Software, Methodology. RL: Writing &#x2013; original draft. YY: Methodology, Writing &#x2013; original draft. YS: Methodology, Writing &#x2013; original draft. JH: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Supervision, Methodology, Funding acquisition, Data curation, Conceptualization.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec27">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research received financial support from the National Natural Science Foundation of China (grant no. 32060341).</p>
</sec>
<sec sec-type="COI-statement" id="sec28">
<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="sec100" 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 sec-type="supplementary-material" id="sec29">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1390269/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1390269/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>TCA, Tricarboxylic acid; PDH, Pyruvate dehydrogenase; CoA, Acetyl coenzyme A; OA, Oxaloacetic acid; CS, Citrate synthetase; CA, Citric acid; ACO, Aconitase; ICA, Isocitric acid; IDH, Isocitrate dehydrogenase; &#x03B1;-KG, &#x03B1;-Ketoglutaric acid; S-CoA, Succinyl coenzyme A; &#x03B1;-KGDH, &#x03B1;-oxoglutarate dehydrogenase; SCS, Succinyl-CoA synthetase; SA, Succinic acid; SDH, Succinate dehydrogenase; FA, Fumaric acid; FH, Fumarate hydratase; L-MA, L-Malic acid; MDH, Malate dehydrogenase; TEM, Transmission electron microscope; DEGs, Differentially expressed genes.</p></fn>
</fn-group>
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