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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
<issn pub-type="epub">2296-634X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">803981</article-id>
<article-id pub-id-type="doi">10.3389/fcell.2021.803981</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cell and Developmental Biology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Antitumoral Effect of Paris Saponin II on Head and Neck Squamous Cell Carcinomas Mediated <italic>via</italic> the Nitric Oxide Metabolic Pathway</article-title>
<alt-title alt-title-type="left-running-head">Qi et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">PSII Anti-HNSCC by NO Metabolic Pathway</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Qi</surname>
<given-names>Wenwen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1332863/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Fangyuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Min</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Teng</surname>
<given-names>Zhenxiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Runtong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xi</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Meng</surname>
<given-names>Qiu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Xinhao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1439189/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Hui</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Min</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hou</surname>
<given-names>Xiaozhi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Baowei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xiaoming</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1509820/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Chengcheng</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1246111/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Xiang</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Fenglei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xia</surname>
<given-names>Ming</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">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1369259/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Otolaryngology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Otolaryngology, Shandong Provincial Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Pathology, Shandong Provincial Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Cancer Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Shandong Provincial Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Pharmacy, Central Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/723486/overview">Jiayi Wang</ext-link>, Shanghai Jiaotong University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/513421/overview">Qinghua Cui</ext-link>, Peking University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/335729/overview">Ranji Cui</ext-link>, Second Affiliated Hospital of Jilin University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ming Xia, <email>xiamingsdu@sohu.com</email>; Fenglei Xu, <email>xufenglei@sdu.edu.cn</email>; Xiang Zhang, <email>2506610420@qq.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Epigenomics and Epigenetics, a section of the journal Frontiers in Cell and Developmental Biology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>803981</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Qi, Zhu, Wang, Teng, Xu, Xi, Meng, Wu, Zhao, Ma, Hou, Wang, Li, Liu, Zhang, Xu and Xia.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Qi, Zhu, Wang, Teng, Xu, Xi, Meng, Wu, Zhao, Ma, Hou, Wang, Li, Liu, Zhang, Xu and Xia</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Paris saponin has shown great therapeutic value in cancer therapy. We used isolated Paris saponin II (PSII), an active component of Paris saponin, and demonstrated its antitumor effect on human head and neck squamous cell carcinoma cell lines. Additionally, we investigated its mechanisms of action <italic>in vivo</italic> by establishing a xenograft mouse model. The results showed that PSII had presented strong anticancer effects on both hypopharyngeal malignant tumor cell lines (FaDu) and laryngeal carcinoma cell lines (Tu212 and Tu686). In addition, we successfully isolated and cultured the head and neck squamous stem cells and the primary fibroblasts to perform metabonomics studies. The results showed that RPII remarkably decreased energy metabolism, and type III nitric oxide synthase 3 (NOS3) may be a target to block tumor growth. Furthermore, we found that PSII inhibited HNSCC proliferation and metastasis by inhibiting the nitric oxide metabolic pathway. Overall, these results demonstrated that PSII is a potent anticancer agent, and the metabonomics analysis is a valuable tool to investigate and establish the antitumor effects of traditional Chinese medicines.</p>
</abstract>
<kwd-group>
<kwd>Paris saponin II</kwd>
<kwd>head and neck squamous carcinomas</kwd>
<kwd>type III nitric oxide synthase</kwd>
<kwd>nitric oxide metabolic pathway</kwd>
<kwd>cancer stem cells</kwd>
</kwd-group>
<contract-num rid="cn001">81770979 82071013&#x20;81900922 82071035</contract-num>
<contract-num rid="cn002">2018GSF118091</contract-num>
<contract-num rid="cn003">ZR2019BH019</contract-num>
<contract-num rid="cn004">tsqn201812134</contract-num>
<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">Science and Technology Development Plan of Shandong Province<named-content content-type="fundref-id">10.13039/100016694</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Natural Science Foundation of Shandong Province<named-content content-type="fundref-id">10.13039/501100007129</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Taishan Scholar Foundation of Shandong Province<named-content content-type="fundref-id">10.13039/100012620</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Head and neck squamous cell carcinoma is one of the most common cancers in the world (<xref ref-type="bibr" rid="B34">Schinke et&#x20;al., 2021</xref>), and its 5-year overall survival (OS) rate is only 45% (<xref ref-type="bibr" rid="B13">HammermanHammerman et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B18">Johnson et&#x20;al., 2020</xref>). A possible reason for the failure of the cancer treatment is associated with the existence of &#x201c;cancer stem cells&#x201d; (CSCs) in tumors, which numerous studies have shown to have a major impact on the recurrence and metastasis of tumors, as well as the resistance to radio/chemotherapy treatment (<xref ref-type="bibr" rid="B6">Chen et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B5">Chang et&#x20;al., 2021</xref>). Another possible reason is the tumor microenvironment (TME), which may have important implications for tumor therapy (<xref ref-type="bibr" rid="B14">Hinshaw and Shevde, 2019</xref>). Tumorigenesis is often driven by the changes in the living environment, which is referred to as TME (<xref ref-type="bibr" rid="B43">Wu and Dai, 2017</xref>). In the TME, the metabolites play an important role in several steps of tumorigenesis, including immune escape, local drug resistance, distant metastasis, and recurrence (<xref ref-type="bibr" rid="B31">Reina-Campos et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B10">Garc&#xed;a-Ca&#xf1;averas et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B22">Li et&#x20;al., 2019</xref>). In the past few decades, researchers have found a number of tumor suppressors and oncogenes, which are involved in the development of tumors, including some key metabolic enzymes, especially related to redox reactions and glycolysis (<xref ref-type="bibr" rid="B17">Jin et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B9">Ferro et&#x20;al., 2020</xref>). The accumulation of protein aggregates, autophagic stress, oxidative stress, and mitochondrial dysfunction are common in many pathological processes of tumors (<xref ref-type="bibr" rid="B24">Lin et&#x20;al., 2019</xref>). As indicated by many studies, oxidative stress can contribute to protein aggregation (<xref ref-type="bibr" rid="B39">Tripathi et&#x20;al., 2020</xref>). Furthermore, mitochondrial dysfunction can promote DNA damage and instability by producing excessive amounts of reactive oxygen species (ROS) (<xref ref-type="bibr" rid="B33">Saki and Prakash, 20172017</xref>; <xref ref-type="bibr" rid="B25">Luo et&#x20;al., 2020</xref>). Consequently, mitochondrial dysfunction is considered a metabolic hallmark of cancer cells. Metabolomics is a novel and convenient approach to explore the toxicity and features of medicine (<xref ref-type="bibr" rid="B15">Hsu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B40">Vitale et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B2">Battaglia et&#x20;al., 2020</xref>). Therefore, metabonomics is a promising approach to investigate the mechanisms and safety of medicine.</p>
<p>Paridis saponins (PSs), a natural extract of Paris polyphylla Smith var. yunnanensis used as an anticancer drug in traditional Chinese medicine (TCM) which is also an active component of Paris saponin II (PSII), has shown a strong antitumor power in various cancers, such as hepatocellular carcinoma (HCC) (<xref ref-type="bibr" rid="B7">Cheng et&#x20;al., 2008</xref>), lung cancer (<xref ref-type="bibr" rid="B26">Man et&#x20;al., 2015</xref>), and ovarian cancer (<xref ref-type="bibr" rid="B44">Xiao et&#x20;al., 2009</xref>). Recent studies have reported promising roles of PS in the regulation of glycolytic and lipid metabolism (<xref ref-type="bibr" rid="B28">Man et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B27">Man et&#x20;al., 2020</xref>). All these results indicate that PSII may be a valuable anti-HNSCC agent. In this study, we used a metabonomics approach to investigate the metabolic features in the HNSCC cell lines treated with PSII. The marker metabolites were used to evaluate the anticancer capacity of drugs (<xref ref-type="bibr" rid="B32">Sak and Everaus, 2015</xref>). After analyzing the changes in these metabolomics in PSII-treated HNSCC cell lines by a metabonomics approach, we investigated the mechanism mediating the antitumor effects of PSII intervening tumor development. In addition, a mouse model was developed to explore the inhibitory effect of PSII on HNSCC growth (<xref ref-type="bibr" rid="B38">Supsavhad et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B12">Gilardi et&#x20;al., 2020</xref>). Our study demonstrated that PSII is a potent anticancer agent in the HNSCC. Additionally, it also showed that a metabonomics approach can be a valuable tool to elucidate the antitumor effects of TCM preparations.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Materials</title>
<p>We purchased Paris saponin II (PSII) (purity &#x3e; 99%) from Chengdu Must Bio-technology Technology Co., Ltd (Chengdu, China). The HNSCC cell lines including the hypopharyngeal cancer cell line FaDu and the laryngeal carcinoma cell lines Tu212 and Tu686 were purchased from American Type Culture Collection (ATCC; Rockville, MD, United&#x20;States). Antibodies against Bcl-2, Ki67, nitric oxide synthase 3 (NOS3), CytC, Lc3b, &#x3b2;-actin, and Bax were purchased from Cell Signaling Technology Inc. (CST Inc., Danvers, MA, United&#x20;States).</p>
</sec>
<sec id="s2-2">
<title>Cell Culture</title>
<p>Two cell lines (Tu686 and FaDu) were cultured in Dulbecco&#x2019;s modified Eagle medium (DMEM) which were obtained from Thermo Fisher Scientific Inc./Gibco (Waltham, MA, United&#x20;States) supplemented with 10% fetal bovine serum (FBS) obtained from Haoyang Biological Manufacture Co. Ltd. (Tianjin, China), as well as penicillin/streptomycin (P/S; 100 U/ml/100&#xa0;pg/ml). Tu212 cell lines were cultured in Iscove&#x2019;s Modified Dulbecco&#x2019;s Medium (IMDM) which was bought from Thermo Fisher Scientific Inc./Gibco supplemented with 10% FBS and P/S. All the cell lines were routinely cultured in a humidified cell incubator at 37&#xb0;C with 5%&#x20;CO<sub>2</sub>.</p>
</sec>
<sec id="s2-3">
<title>Cell Viability Assay</title>
<p>We measured cell viability using the methyl thiazolyl tetrazolium (MTT) assay. FaDu, Tu686, and Tu212 cells were plated in 96-well plates at a cell concentration of 3&#x20;&#xd7; 10<sup>3</sup> cells/well. After overnight incubation for one night, the cultured medium was changed with a new medium containing different concentrations of PSII (0, 0.025, 0.05, 0.1, 0.2, 0.4, 0.8, and 1.6&#xa0;&#x3bc;g/ml), and then we incubated them for 24, 48, 72, and 96&#xa0;h at 37&#xb0;C with 5% CO<sub>2</sub> in a cell incubator, Afterward, 20&#xa0;&#xb5;l of MTT reagent (5&#xa0;mg/ml) was added to each well, and the cells were incubated for 4&#xa0;h at 37&#xb0;C. Subsequently, the supernatants in the wells were cautiously aspirated, and 100&#xa0;&#xb5;l of dimethyl sulfoxide (DMSO) solution was added to each well. The 96-well plates were shaken for 10&#xa0;min at room temperature and then the absorbance values were measured at 570&#xa0;nm on a microplate reader (Bio-Rad Laboratories Inc., Hercules, CA, United&#x20;States).</p>
</sec>
<sec id="s2-4">
<title>Invasion and Migration Assays</title>
<p>We used transwell plates (Coming Costar, Lowell, MA, United&#x20;States) to assay cell invasion and migration. In the migration assay, we starved the cells in a serum-free medium (SFM) for 12&#xa0;h at 37&#xb0;C with 5% CO<sub>2</sub>. We then added 700&#xa0;&#xb5;l of DMEM or IMDM with 20% FBS to the lower well and 500&#xa0;&#xb5;l of SFM, including 1&#x20;&#xd7; 10<sup>5</sup> cells to the upper transwell inserts. After culturing for 48&#xa0;h at 37&#xb0;C with 5% CO<sub>2</sub>, we counted the number of cells that adhered to the lower surface of the insert membrane. We performed the invasion assay in the same way, except that the transwell insert membrane was coated with Matrigel (BD Biosciences, San Jose, CA, United&#x20;States).</p>
</sec>
<sec id="s2-5">
<title>Colony Forming Assay</title>
<p>We seeded the three HNSCC cell lines in six-well plates at a cell concentration of 1&#x20;&#xd7; 10<sup>3</sup> cells/well, and the plates were incubated for 24&#xa0;h at 37&#xb0;C with 5% CO<sub>2</sub>. After incubation for 24&#xa0;h, we replaced the old medium with a new medium containing PSII and continued incubation for 10&#xa0;days. Subsequently, after washing cells with phosphate-buffered saline (PBS), the cells were fixed with methyl alcohol and stained with a 1% crystal violet solution. Ultimately, after washing the cells with PBS, we observed the cells under a microscope and acquired images of various fields to count the number of colonies.</p>
</sec>
<sec id="s2-6">
<title>Cell Scratch Test Assay</title>
<p>Once cultured, the cells reached close to 100% confluence, the cell monolayer was mechanically scratched. Scratch healing was observed at 0, 12, 24, and 48&#xa0;h under a microscope at &#xd7;40 magnification (white light bright field). We used ImageJ software [National Institute of Health (NIH), Bethesda, MD, United&#x20;States] to calculate the migration area on the scratch, using the following formula: Scratch area rate (%) &#x3d; 12, 24, and 48&#xa0;h after migration scratch area/initial scratch area &#xd7;100%.</p>
</sec>
<sec id="s2-7">
<title>Cell Line Microsphere Culture for Stem Cell</title>
<p>The corresponding SFM was prepared by adding double antibody as follows: 20&#xa0;ng/ml epidermal growth factor (EGF; PeproTech US, Cranbury, NJ, United&#x20;States), 20&#xa0;ng/ml basic fibroblast growth factor (bFGF, Thermo Fisher Scientific Inc./Gibco), and 2% B27 (Invitrogen, Carlsbad, CA, United&#x20;States) were added into DMEM/F12 culture medium (Thermo Fisher Scientific Inc./Gibco). Logarithmic growth phase HNSCC cell lines (FaDu, Tu212, and Tu686) were digested with 0.25% trypsin (Thermo Fisher Scientific Inc./Gibco) and dissociated into a single cell suspension. Then the resuspended cells were inoculated into SFM at a density less than 10<sup>4</sup>/ml for routine culture and added into an ultralow adsorption T25 or smaller glass flask, which was placed vertically in an incubator and shaken several times a day. The formation of microspheres was observed, and half of the cell suspension solution was replaced every 2&#x2013;3&#xa0;days, and the cells were subcultured every 6&#x2013;8&#xa0;days. During subculturing, microspheres were collected by centrifugation and resuspended in an accutase solution (MilliporeSigma, Burlington, MA, United&#x20;States) and digested at 37&#xb0;C for 5&#x2013;10&#xa0;min. The microspheres were pipetted up and down several times until they dispersed into single cells. After centrifugation and washing, the microspheres were counted and inoculated into SFM for subculture at a density less than 10<sup>4</sup>/ml.</p>
</sec>
<sec id="s2-8">
<title>Flow Cytometry</title>
<p>Logarithmic growth phase tumor cells and stem cells were collected, digested, centrifuged, and resuspended in PBS. After counting, the number of cells was adjusted to 1&#x20;&#xd7; 10<sup>6</sup> cells/group. Anti-CD24-fluorescein isothiocyanate (FITC) was used as negative control, and the proportion of anti-CD44-phycoerythrin (PE)/anti-CD133-allophycocyanin (APC) cells in each group was determined by flow cytometry analysis. When the anti-CD44-PE and anti-CD133-APC were both positive, it revealed the presence of stem&#x20;cells.</p>
</sec>
<sec id="s2-9">
<title>Primary Culture of Fibroblasts From Head and Neck Tumor Tissue</title>
<p>We selected the pathology of patients with hypopharyngeal malignant tumor for the first time as experimental subjects which was approved by the Ethics Committee at our institution. When rapid intraoperative pathology confirmed that the pathological type was squamous cell carcinoma of the head and neck, we collected tumor tissues for study. The head and neck tumor tissues were washed three times with cold PBS mixed with double antibodies in an ultraclean workbench. Then the tissue blocks were placed in a 10-cm sterile petri dish and cut into 1- to 2-mm tissue blocks with cold PBS as described to wash away the free cells. Subsequently, using tweezers, the tissue blocks were placed on the bottom surface of a culture flask with a spacing of about 0.5&#xa0;cm. The flask was inverted, and 3&#xa0;ml of the medium (DMEM&#x2b;20%FBS &#x2b; double antibody) was added to the bottom of the flask, and the tissue blocks were incubated for 4&#xa0;h. Then 3&#xa0;ml of the medium was added again, and the culture flask was inverted and incubated for an additional 48&#xa0;h. The growth of primary tumor&#x2013;associated fibroblasts was observed under a microscope, and the migration ability of the purified cells was examined by a transwell migration&#x20;assay.</p>
</sec>
<sec id="s2-10">
<title>Immunofluorescence for Identifying Primary Culture of Fibroblasts</title>
<p>Tumor-associated fibroblasts were seeded into a petri dish with a pretreated cover glass and allowed to grow. After the cells had nearly formed a monolayer, the cover glass was removed, and the cells were washed twice with PBS. Then cells were fixed for 2&#xa0;h with paraformaldehyde, permeabilized with 5% Triton X-100 for 20&#xa0;min, blocked with 2% BSA, and washed twice with PBS. The cells were treated with the corresponding primary antibody against FAP (CST Inc.) and SMA (Abcam, Cambridge, United&#x20;Kingdom), followed by incubation with appropriate secondary antibodies. Ultimately, all fibroblasts were stained with 4&#x2019;,6-diamidino-2-phenylindole (DAPI).</p>
</sec>
<sec id="s2-11">
<title>High-Resolution Untargeted Metabolomics Analysis</title>
<p>We performed untargeted metabolomics analysis of the three HNSCC cell lines treated with/without PSII. The metabolites in the samples were analyzed by ultrahigh performance liquid chromatography&#x2013;quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF MS). The retention time and molecular weight of the metabolites in the samples were compared with those in the local database. Also, the 25&#xa0;PPM, secondary fragmentation spectrum, collision energy, and other information were matched to identify the structure of metabolites in biological samples, and the identification results were confirmed through strict manual secondary check and confirmation. The assessment level is Level&#x20;2.</p>
</sec>
<sec id="s2-12">
<title>Western Blot Analysis</title>
<p>FaDu and Tu686 cells were treated with PSII (0, 0.05, and 0.1&#xa0;&#x3bc;g/ml) for 48&#xa0;h at 37&#xb0;C with 5% CO<sub>2</sub>. Cells were collected and lysed in lysis buffer with protease inhibitors to extract proteins. We separated proteins by 12% sodium dodecyl sulfate&#x2013;polyacrylamide gel electrophoresis (SDS-PAGE). Then the separated proteins were electroblotted onto a polyvinylidene difluoride (PVDF) membrane using a blotting apparatus (Bio-Rad Laboratories). After blocking the membranes with 5% non-fat milk, the membranes were incubated overnight at 4&#xb0;C with the corresponding primary antibodies, followed by labeling with the appropriate secondary antibody at room temperature for 1&#xa0;h. We used &#x3b2;-actin as the internal control. Eventually, the immunoreacted protein bands were visualized using the Pro-lighting horseradish peroxidase (HRP) agent for Western blotting detection (Tiangen Biotech Co., Ltd., Beijing, China). The Western blot analysis of mouse xenograft tumors was performed in the same way as that for the&#x20;cells.</p>
</sec>
<sec id="s2-13">
<title>Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR) Analysis</title>
<p>Total RNA was isolated from FaDu and Tu686 cells using TRIzol (Invitrogen), and the quality of the isolated RNA by the absorbance at 260 and 280&#xa0;nm was determined. cDNA synthesis was carried out using Rever-tAidTM M-MuLV RT (Fermentas, Hanover, MD, United&#x20;States) according to the instructions, and the obtained cDNA was stored at &#x2212;80&#xb0;C. Polymerase chain reactions were performed in a final volume of 50&#xa0;ml including 2&#xa0;&#xb5;l each of the forward and reverse primers, 25&#xa0;&#xb5;l 2&#x2a;Taq Master Mix, 2&#xa0;&#xb5;l cDNA, and RNase-free water. After transfection, total RNA was obtained from the transfected cells with TRIzol, and cDNA was obtained by reverse transcription as described. Real-time quantitative PCR was performed to detect the mRNA&#x20;level.</p>
</sec>
<sec id="s2-14">
<title>Transfection of Cells</title>
<p>The primers used were synthesized by Ding Guo Changsheng Biotechnology Co., Ltd. (Beijing, China). The NOS3-F primer sequence is GTG&#x200b;ATG&#x200b;GCG&#x200b;AAG&#x200b;CGA&#x200b;GTG&#x200b;AAG&#x200b;G, and the NOS3-R primer sequence is CAC&#x200b;CAC&#x200b;GTC&#x200b;ATA&#x200b;CTC&#x200b;ATC&#x200b;CAT&#x200b;ACA&#x200b;CAG. The FaDu and Tu686 cells were inoculated in six-well plates, and when confluence reached about 85%, siRNA targeting NOS3 (NOS3-siRNA) was diluted with serum-free DMEM and mixed gently with Lipofectamine 2000 (Biyuntian Biological Technology Co., Shanghai, China). After mixing, the mixture was incubated for 20&#xa0;min at room temperature. Afterward, FaDu and Tu686 cells were plated in culture plates to transfect for 6&#xa0;h and then cultured in a complete medium for 48&#xa0;h.</p>
</sec>
<sec id="s2-15">
<title>Xenograft Tumorigenicity Assay</title>
<p>A total of 5&#x20;&#xd7; 10<sup>6</sup> cells in 0.2&#xa0;ml of PBS were injected subcutaneously into 4-week-old BALB/c nude female mice purchased from Taconic Biosciences (Rensselaer, NY, United&#x20;States) After 5&#xa0;days, the mice were randomly assigned to two groups, namely, the PSII group and control group. The PSII group was administered with about 100&#xa0;&#xb5;l of solution (5&#xa0;mg/kg) by intraperitoneal injection once every 3&#xa0;days. We measured the tumor growth once every 5&#xa0;days according to the following equation: Volume &#x3d; (width<sup>2</sup> &#xd7; length)/2. On the 60th day, mice were anesthetized with ether and then killed. Eventually, the xenograft tumors were removed and processed for immunohistochemical (IHC) analysis.</p>
</sec>
<sec id="s2-16">
<title>Histopathological Examination</title>
<p>The spleen, lung, liver, heart, and kidney tissues of the mice were fixed in 10% formalin for the histopathological examination. After the dehydration process, we embedded the tissues in paraffin wax and cut them into 5-&#xb5;m-thick sections using microtome. Then we stained the sections with hematoxylin and eosin (H&#x26;E). Ultimately, H&#x26;E-stained histopathology images were acquired using an Olympus microscope (Olympus Corporation, Tokyo, Japan).</p>
</sec>
<sec id="s2-17">
<title>Immunohistochemical (IHC) Analysis</title>
<p>First, we cut the xenografts into 5-&#xb5;m-thick sections using microtome. Then the slices were labeled and placed in an oven at 60&#xb0;C for 2&#xa0;h. After dewaxing the paraffin sections, the endogenous peroxidases of the sections were blocked. Subsequently, the sections were boiled in 10&#xa0;mM sodium citrate plus 0.05% Tween-20 (pH 6) for 10&#xa0;min in a microwave oven for antigen retrieval. The tissue sections were uniformly covered with 5% BSA and sealed at 37&#xb0;C for 30&#xa0;min. Then the sections were incubated with the corresponding primary antibody for 12&#xa0;h at 4&#xb0;C in the dark. Afterward, the sections were washed three times with PBS and incubated with the appropriate secondary antibody (1:200) for 60&#xa0;min at room temperature. Then the sections were stained using a diaminobenzidine (DAB) HRP Color Development Kit (Beyotime Biotechnology, Shanghai, China) according to the manufacturer&#x2019;s instructions. Next, the sections were stained with hematoxylin to stain the nucleus, dehydrated, and covered with neutral resin. Eventually, images of the sections were acquired on an Olympus microscope.</p>
</sec>
<sec id="s2-18">
<title>Statistical Analysis</title>
<p>SPSS (version 20.0) software (IBM Corporation, Armonk, NY, United&#x20;States) was used for statistical analysis. One-way analysis of variance (ANOVA) and Student&#x2019;s <italic>t</italic>-test were performed to evaluate the significance. Every test was performed three times, and the error bars represent the standard error of the mean (SEM) in which differences with <italic>p</italic>&#x20;&#x3c; 0.05 were considered significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Preparation and Characterization of Paris Saponin II</title>
<p>As shown in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>, the molecular formula of PSII is C51H82O20, and its molecular weight is 1015.18. PSII has a white powder appearance, and its structural formula is as shown in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>. Chromatographic separation at a column temperature of 40&#xb0;C, using a MinXi Teeh CG-C18 5&#xa0;&#xb5;m 250&#x20;&#xd7; 4.6-mm chromatography column, with methyl alcohol as sample solvent, resulted in four&#x20;peaks.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Drug instruction. <bold>(A)</bold> The physical characteristics of PSII. <bold>(B)</bold> Structural formula of PSII. <bold>(C)</bold> The peak table of PSII. <bold>(D)</bold> The peak figure of PSII. Eluant: acetonitrile:water &#x3d; 50/50, 50&#xa0;min. Flow velocity: 1.0&#xa0;ml/min. Chromatographic column: MinXi Teeh CG-C18 5mic 250 &#xd7; 4.6&#xa0;mm. Column temperature: 40&#xb0;C. The sample solvent: methyl alcohol.</p>
</caption>
<graphic xlink:href="fcell-09-803981-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>PSII Inhibited the Proliferation of HNSCC Cell Lines</title>
<p>The measurement of cell proliferation by the MTT assay, as shown in <xref ref-type="fig" rid="F2">Figures 2A&#x2013;C</xref>, revealed that treatment with PSII significantly inhibited the proliferation of FaDu, Tu686, and Tu212 cells in a time- and concentration-dependent manner, especially after 48&#xa0;h or at a concentration of 0.1&#xa0;&#x3bc;g/ml PSII. In addition, the colony formation assay also indicated that PSII inhibited the proliferation of FaDu, Tu686, and Tu212 cells (<xref ref-type="fig" rid="F2">Figures 2D&#x2013;I</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>PSII reduced the viability of HNSCC cell. <bold>(A)</bold> The inhibitory effect of PSII on FaDu cell viability by MTT. <bold>(B)</bold> The inhibitory effect of PSII on Tu686 cell viability by MTT. <bold>(C)</bold> The inhibitory effect of PSII on Tu212 cell viability by MTT. <bold>(D)</bold> FaDu cells formed colonies. <bold>(E)</bold> The statistical figure of FaDu cells clone formation assay. <bold>(F)</bold> Tu686 cells formed colonies. <bold>(G)</bold> The statistical figure of Tu686 clone formation assay. <bold>(H)</bold> Tu212 cells formed colonies. <bold>(I)</bold> The statistical figure of Tu212 clone formation assay. Bars, 50&#xa0;&#xb5;m. All the experiments were carried out three times. The bar graphs and the table show quantification of the results, and each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>PSII Reduced the Motility of HNSCC Cells</title>
<p>The analysis of tumor cell motility by transwell assays and cell scratch assays revealed, as shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, that the PSII extract inhibited migration and invasion in FaDu, Tu686, and Tu212 cells. In particular, the cell scratch assay results in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> showed the inhibitory effect of PSII on these three HNSCC cell lines, and cell motility clearly decreased after treatment with 0.1&#xa0;&#x3bc;g/ml&#x20;PSII.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>PSII reduced the motility of human squamous cell carcinoma cell by transwell assay. <bold>(A)</bold> PSII inhibited FaDu cell mobility by migration. <bold>(B)</bold> The statistical figure of FaDu cell migration assay. <bold>(C)</bold> PSII inhibited FaDu cell mobility by invasion. <bold>(D)</bold> The statistical figure of FaDu cell invasion assay. <bold>(E)</bold> PSII inhibited Tu686 cell mobility by migration. <bold>(F)</bold> The statistical figure of Tu686 cell migration assay. <bold>(G)</bold> PSII inhibited Tu686 cell mobility by invasion. <bold>(H)</bold> The statistical figure of Tu686 cell invasion assay. <bold>(I)</bold> PSII inhibited Tu212 cell mobility by migration. <bold>(J)</bold> The statistical figure of Tu212 cell migration assay. <bold>(K)</bold> PSII inhibited Tu212 cell mobility by invasion. <bold>(L)</bold> The statistical figure of Tu212 cells invasion assay. Bars, 50&#xa0;&#xb5;m. All the experiments were carried out three times. The bar graphs and the table show quantification of the results, and each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>PSII reduced the motility of human squamous cell carcinoma cell by cell scratch test. <bold>(A)</bold> PSII inhibited FaDu mobility by the cell scratch test in a dose- and time-dependent manner. <bold>(B)</bold> The statistical figure of FaDu cells scratch test. <bold>(C)</bold> PSII inhibited Tu686 mobility by the cell scratch test in a dose- and time-dependent manner <bold>(D)</bold>. The statistical figure of Tu686 cells scratch test. <bold>(E)</bold> PSII inhibited Tu212 mobility by the cell scratch test in a dose- and time-dependent manner <bold>(F)</bold>. The statistical figure of Tu212 cell scratch test. Bars, 50&#xa0;&#xb5;m. All the experiments were carried out three times. The bar graphs and the table show quantification of the results, and each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g004.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>PSII Inhibited the Growth of HNSCC Microsphere Cells</title>
<p>We prepared SFM by adding 20&#xa0;ng/ml bFGF, 20&#xa0;ng/ml EGF, and 2% B27. After subculturing four times in this SFM, we calculated the pelletizing rate of tumor cells (&#x2265;100&#xa0;&#x3bc;m), as shown in <xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>. Anti-CD24-FITC was used as a negative control, and the proportion of anti-CD44-PE/anti-CD133-APC cells in each group was determined by flow cytometry. The results shown in <xref ref-type="fig" rid="F5">Figures 5C,D</xref> indicated that PSII suppressed the stemness of carcinoma cell stem microspheres.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Growth of human squamous cell carcinoma microsphere cells cultured in the serum-free medium. <bold>(A)</bold> Human squamous cell carcinoma spheres generated in SFM. <bold>(B)</bold> The statistical figure of forming sphere rate. <bold>(C)</bold> The positive rate of CD44&#x2b;/CD133 &#x2b; by flow cytometry. <bold>(D)</bold> Representative flow cytometry pictures of the cell stem are shown. Bars, 50&#xa0;&#xb5;m. All the experiments were carried out three times. The bar graphs and the table show quantification of the results, and each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g005.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>PSII Significantly Reduced the Viability of Primary Tumor&#x2013;Associated Fibroblasts</title>
<p>After we successfully isolated primary tumor&#x2013;associated fibroblasts, we used immunofluorescence analysis to phenotypically identify these cells. We measured the viability of the primary tumor&#x2013;associated fibroblasts by the MTT assay. As shown in <xref ref-type="fig" rid="F6">Figure&#x20;6C</xref>, treatment with PSII significantly reduced the viability of primary tumor&#x2013;associated fibroblasts. In addition, the results of the migration assay shown in <xref ref-type="fig" rid="F6">Figure&#x20;6D</xref> demonstrated the inhibitory effect of PSII on the migration ability of primary tumor&#x2013;associated fibroblasts.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>PSII reduced the growth and motility of primary culture fibroblasts from head and neck tumor tissue. <bold>(A)</bold> The process of human squamous cell carcinoma primary culture fibroblasts as described in Materials and Methods. <bold>(B)</bold> The migration of cancer primary culture fibroblasts in a dose-dependent manner. <bold>(C)</bold> The MTT statistical figure of cancer primary culture fibroblasts in a dose- and time-dependent manner. <bold>(D)</bold> The migration statistical figure of cancer primary culture fibroblasts in a dose-dependent manner. <bold>(E)</bold> Immunofluorescence for identifying primary culture of fibroblasts. Cells were treated with the corresponding primary antibody against FAP, SMA, followed by incubation with appropriate secondary antibodies and all fibroblasts were stained with DAPI. Bars, 50&#xa0;&#xb5;m. All the experiments were carried out three times. The bar graphs and the table show quantification of the results, and each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g006.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>PSII Had an Impact on the Metabolites in HNSCC Cell Lines</title>
<p>Principal component analysis (PCA) performed on the peaks extracted from all experimental samples revealed, as shown in <xref ref-type="fig" rid="F10">Figures 10A,B</xref>, that the experiments had good repeatability, as indicated by their close clustering together in positive and negative ion modes. All the metabolite tests in this study (identified with positive and negative ions) were classified and counted according to the attribution information of their chemical taxonomy. The proportions of various metabolites are shown in <xref ref-type="fig" rid="F10">Figures 10C,D</xref>. The histograms used to visually display the identified multiple changes of significantly differentially expressed metabolites, and multiple analyses of significantly differentially expressed metabolites in positive and negative ion modes are shown in <xref ref-type="fig" rid="F10">Figures 10E,F</xref>. The abscissa in the histogram graphs represents the differential expression multiple, red color represents the differential expression multiple greater than 1, and the green color represents the differential expression multiple less than 1. The ordinate indicates the significantly different metabolites.</p>
</sec>
<sec id="s3-7">
<title>NOS3 May Be a Downstream Target of PSII</title>
<p>Treatment of FaDu and Tu686 cells with PSII (0, 0.025, 0.05, and 0.1&#xa0;ug/ml) for 48&#xa0;h revealed, as shown in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>, that the mRNA and protein expression levels of genes involved in the mitochondrial pathway (CytC), cell autophagy (Lc3b), and apoptosis (Bax, Bcl-2, and caspase-9) were all altered by treatment with PSII. We used the Chinese Medicine Data website (<ext-link ext-link-type="uri" xlink:href="http://herb.ac.cn/">http://herb.ac.cn/</ext-link>) to predict the target of PSII in cancer, and the result suggested many targets. Considering the metabolite results, we supposed that NOS3 may be a target. Additionally, NOS3 knockdown experiments using siRNA against NOS3 in HNSCC cells confirmed the effects of NOS3. Moreover, Western blot analysis confirmed that the protein expression levels of Bax, CytC, and Lc3b were decreased and that of Bcl-2 was increased when NOS3 expression was knocked down in FaDu and Tu686 cells (<xref ref-type="fig" rid="F8">Figures 8C,D</xref>). These results confirmed that NOS3 is a downstream target of PSII in HNSCC.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>High-resolution untargeted metabolomics analysis. <bold>(A)</bold> PCA analysis diagram of positive ion model population sample. <bold>(B)</bold> PCA analysis diagram of the total sample of anion mode. <bold>(C)</bold> The proportion of the number of various metabolites. <bold>(D)</bold> Hierarchical cluster heat map of significant differential metabolites. <bold>(E)</bold> Histogram of the identified multiple changes of significant differential metabolites, and multiple analyses of significant differential metabolite expression in positive ion mode. <bold>(F)</bold> Histogram of the identified multiple changes of significant metabolic differences and multiple analyses of metabolite expression in negative ion mode. All the experiments were carried out three times. Each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Signal pathway inducted by PSII in HNSCC cells. <bold>(A)</bold> The mRNA expression of NOS3 in FaDu cells by RT-PCR assay. <bold>(B)</bold> PSII treatment induced apoptosis and autophagy by mitochondrial pathway (NOS3, CytC, Lc3, caspase-9, Bax, and Bcl-2) in FaDu cells. <bold>(C)</bold> The gray scale analysis of protein expression in FaDu cells by Western blot. <bold>(D)</bold> The expression of NOS3 mRNA in Tu686 cells by RT-PCR assay. <bold>(E)</bold> PSII treatment induced apoptosis and autophagy by mitochondrial pathway (NOS3, CytC, Lc3, caspase-9, Bax, and Bcl-2) in Tu686 cells. <bold>(F)</bold> The gray scale analysis of protein expression in Tu686 cells by Western blot. We used &#x3b2;-actin as control. All the experiments were carried out three times. Each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g008.tif"/>
</fig>
</sec>
<sec id="s3-8">
<title>PSII Inhibited the Growth of Subcutaneous Tumors by Regulating NOS3</title>
<p>We studied the inhibitory effect of PSII in an <italic>in vivo</italic> mouse tumor, which we developed by injecting Tu686 HNSCC cells into both sides of the flank of BALB nude mice. As shown in <xref ref-type="fig" rid="F9">Figures 9A,B</xref>, the volume of xenograft tumor growth was significantly reduced after PSII treatment compared with the control group. On the 60th day, as shown in <xref ref-type="fig" rid="F9">Figure&#x20;9B</xref>, the average volume of tumors in the PSII group (46.89&#x20;&#xb1; 3.99&#xa0;mm<sup>3</sup>) was smaller than that in the control groups (273.71&#x20;&#xb1; 10.07&#xa0;mm<sup>3</sup>), and there was no statistical difference in weight between the two groups. Our analysis of the protein levels of NOS3, Bcl-2, and Ki67 by IHC staining indicated, as shown in <xref ref-type="fig" rid="F9">Figure&#x20;9C</xref>, that treatment with PSII led to decreased protein levels of Bcl-2 and Ki67 and an increased protein level of NOS3. Furthermore, the histopathological examination showed that PSII had no adverse effects on the lung, heart, spleen, liver, and kidney. Additionally, the Western blot analysis of mouse tumors showed that the inhibitory effect of PSII on the growth of subcutaneous tumors is mediated through the mitochondrial pathway, cell autophagy, and apoptosis. All the <italic>in vivo</italic> results indicated that PSII induced autophagy and apoptosis in HNSCC&#x20;cells.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Inhibitive effect of PSII on human squamous cell carcinoma cells by targeting NOS3. <bold>(A)</bold> The mRNA expression of NOS3 in FaDu cells by RT-PCR assay after transfection. <bold>(B)</bold> The transfection of NOS3 siRNA reversed the protein expression induced by PSII (NOS3, CytC, Lc3b, and Bax) in FaDu cells. <bold>(C)</bold> The gray scale analysis of protein expression in FaDu cells by Western blot. <bold>(D)</bold> The mRNA expression of NOS3 in Tu686 cells by RT-PCR assay after transfection. <bold>(E)</bold> The transfection of NOS3 siRNA reversed the protein expression induced by PSII (NOS3, CytC, Lc3b, and Bax) in Tu686 cells. <bold>(F)</bold> The gray scale analysis of protein expression in Tu686 cells by Western blot. We used &#x3b2;-actin as control. All the experiments were carried out three times. Each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In 2018, there were more than 5,80,000 newly diagnosed cases of HNSCC. However, despite advances in therapeutic approaches, survival rates remain poor for patients with HNSCC (<xref ref-type="bibr" rid="B19">Jung et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B20">Kitamura et&#x20;al., 2020</xref>). More than half of HNSCC patients suffer relapse, and most die from distant metastasis, and lymph nodes metastases play an important role (<xref ref-type="bibr" rid="B35">Shah et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B41">Wang et&#x20;al., 2020</xref>). Therefore, it is important to fully understand the molecular signaling pathways that contribute to HNSCC proliferation and metastasis in order to develop more effective therapeutic methods.</p>
<p>For thousands of years, Paridis saponin (PS) and its components have always been used as hemostatic regulatory, antifungal, anti-inflammatory, antimicrobial, and antibacterial medications in China (<xref ref-type="bibr" rid="B42">White et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B29">Moldogazieva et&#x20;al., 2018</xref>). Recent studies have reported promising roles of PS in the regulation of glycolytic and lipid metabolism (<xref ref-type="bibr" rid="B28">Man et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B27">Man et&#x20;al., 2020</xref>). In addition, the PSII extract has been approved as an antitumor agent for many years in China, but its mechanism of action is not well understood. In our research, we investigated the therapeutic effects of PSII on various HNSCC cells and showed that PSII can inhibit the viability and motility of HNSCC cell lines (<xref ref-type="fig" rid="F2">Figures 2</xref>&#x2013;<xref ref-type="fig" rid="F4">4</xref>), cancer stem cells (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), and primary cultured fibroblasts (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>).</p>
<p>Sixty years ago, researchers found that cancer cells could reprogram their metabolic capability to develop metastastic potential. Metabolism plays an increasingly important role in cancer development and has become a new research field. From the research on metabolism, researchers have found promising approaches for development of cancer therapies (<xref ref-type="bibr" rid="B21">Lee et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B47">Zuo and Wan, 2019</xref>). In order to detect the metabolites affected by PSII, we performed untargeted metabolomics analyses of three HNSCC cell lines with/without PSII. The metabolites in the samples were detected by UHPLC-Q-TOF-MS. The retention time and molecular weight of the metabolites in the samples were compared with those in the local database. From the proportion of various metabolites shown in <xref ref-type="fig" rid="F10">Figures 10C,D</xref>, we were able to find some key differentially expressed metabolic enzymes, such as hexokinases (HKs), phosphoglycerate kinase (PGK), pyruvate kinases (PK), and lactate dehydrogenase (LDH), which have been found to be closely related to tumor aerobic glycolysis (<xref ref-type="bibr" rid="B46">Zhang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B36">Shi et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Yeung et&#x20;al., 2019</xref>). In addition, metabolites in the PSII-treated group showed significant differences compared with those in the control&#x20;group.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Suppression of tumorigenesis in a xenograft model. <bold>(A)</bold> Growth curves of the volumes of xenograft tumors after the injection of Tu686 cells. <bold>(B)</bold> The representative tumor pictures. <bold>(C)</bold> IHC analysis of NOS3, Bcl-2, and Ki67. <bold>(D)</bold> Histopathological examination of the lung, heart, kidney, liver, and spleen. <bold>(E)</bold> The protein expression of tumorigenesis in a xenograft model by Western blot analysis. <bold>(F)</bold> The gray scale analysis of protein expression in Tu686 cells by Western blot. Bars, 50&#xa0;&#xb5;m. All the experiments were carried out three times. The bar graphs and the table show quantification of the results, and each data represent the mean&#x20;&#xb1; SD of three independent experiments (&#x2a;<italic>p</italic>&#x20;&#x3c; 0.05; &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01; &#x2a;&#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.001 vs the control group).</p>
</caption>
<graphic xlink:href="fcell-09-803981-g010.tif"/>
</fig>
<p>Additionally, we predicted a downstream target of PSII in cancer using the Chinese Medicine Data Website (<ext-link ext-link-type="uri" xlink:href="http://herb.ac.cn/">http://herb.ac.cn/</ext-link>), which is a high-throughput experiment- and reference-guided database of TCM compounds. From this website, we identified potential targets of PSII, such as AHSA1, NOS3, IKBKB, and BCL2. Cross-analysis with metabolomics results revealed that the NOS3-mediated energy metabolism pathway may be the pathway mediating the effects of PSII. Endothelial nitric oxide synthase (NOS3) is an important member of the nitric oxide synthase (NOS) enzyme family that plays an important role in nitric oxide (NO) production. The biological function of NOS enzymes and the activity of NO have been the focus of cancer research for many years. NO metabolism plays an important role in various stages of tumor development, such as in oncogene activation, inhibition of DNA repair enzymes, DNA damage, and tumor suppressor genes, as well as the regulation of apoptosis and metastasis. For many years, the dual role of NO in cancer has been recognized, and more and more studies are investigating deeper mechanisms. The inhibition of oxidative phosphorylation in tumor cells was found to lead to elevated glycolytic metabolism (<xref ref-type="bibr" rid="B11">Ghashghaeinia et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B30">Najjar et&#x20;al., 2019</xref>). Compared with their differentiated offspring, stem cells rely more on glycolysis which preferentially metabolizes lactate via mitochondrial respiration (<xref ref-type="bibr" rid="B8">Deshmukh et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B23">Liang et&#x20;al., 2020</xref>), indicating that the changes occurring in metabolism occur earlier than those in stemness (<xref ref-type="bibr" rid="B37">Shyh-Chang et&#x20;al., 2013</xref>). In recent years, NOS3 has been found to play various roles in malignant tumors. For instance, NOS3 is closely related to oxidative stress, autophagy, and energy metabolism. In our project, we examined the effects of NOS3 with siRNA targeting its expression in HNSCC cells. Moreover, the Western blot analysis indicated that the expression of Bax, CytC, and Lc3b as well as partially could be reversed in FaDu and Tu686 cells (<xref ref-type="fig" rid="F8">Figures 8C,D</xref>). These results confirmed that NOS3 was a downstream target of the PSII extract treatment in HNSCC. Also, as shown in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>, the mRNA and proteins expression levels of genes involved in the mitochondrial pathway (CytC), cell autophagy (Lc3b), and apoptosis (Bax, Bcl-2, and caspase-9) were all changed after PSII treatment. In order to determine the curative effect of PSII <italic>in vivo</italic>, Tu686 HNSCC cells were subcutaneously injected into the nude mice. The volume of xenograft tumor was suppressed after PSII treatment as shown in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>. To examine the mechanism through which PSII exerts its effects <italic>in vivo</italic>, we measured NOS3, Bcl-2, and Ki67 protein expression by immunohistochemical staining. In addition, the histopathological examination showed that PSII had no adverse effects on the heart, liver, spleen, lung, and kidney. These results suggested that PSII extract induced autophagy and apoptosis in HNSCC cells <italic>in vivo</italic> with no side effects on organs.</p>
<p>As mentioned earlier, the TME, which includes CSCs, fibroblasts, metabolites, and various kinds of immune cells (<xref ref-type="bibr" rid="B31">Reina-Campos et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B10">Garc&#xed;a-Ca&#xf1;averas et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B22">Li et&#x20;al., 2019</xref>), can affect many steps of tumor development, including immune escape, distant metastasis, drug resistance, and recurrence (<xref ref-type="bibr" rid="B1">Batlle and Clevers, 2017</xref>; <xref ref-type="bibr" rid="B16">Jahanafrooz et&#x20;al., 2020</xref>). Redox signaling and oxidative stress are major components of the TME that could regulate various kinds of metabolites (<xref ref-type="bibr" rid="B4">Catalano et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B29">Moldogazieva et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B3">Bonanno et&#x20;al., 2019</xref>). Mitochondria are both generators and targets of ROS, so oxidative stress plays an important role in mitochondrial dysfunction. Mitochondrial turnover is dependent on autophagy, which declines with age and is frequently dysfunctional in cancer (<xref ref-type="bibr" rid="B42">White et&#x20;al., 2015</xref>). Autophagy is also necessary to recycle ferritin, and autophagy defects cause perturbation in iron homeostasis that increases susceptibility to oxidative stress. The crosstalk between autophagy, redox signaling, and mitochondrial dysfunction is not well understood (<xref ref-type="bibr" rid="B21">Lee et&#x20;al., 2012</xref>).</p>
<p>In this work, we reported that PSII could inhibit the viability and motility of HNSCC cell lines, cancer stem cells, and primary cultured fibroblasts from the tissue through the mitochondrial pathway by targeting NOS3 as well as inducing autophagy and apoptosis through a series of changes of metabolites <italic>in vivo</italic> and <italic>in&#x20;vitro</italic>. Our study indicated that PSII may be a novel strategy for HNSCC, and the metabonomics method can be a novel tool to investigate and establish the antitumor effects of TCM preparations.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary files; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the Biomedical Research Ethic Committee of Shandong Provincial Hospital. The patients/participants provided their written informed consent to participate in this study. The animal study was reviewed and approved by the Ethics Committee of Cheeloo College of Medicine, Shandong University.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>WQ drafted the important content of the manuscript and explained it, and carried out rigorous conception and design of the subject. FZ, MW, ZT, and RX carried out a detailed analysis of the data in the article. YX, QM, HZ, and XW carried out the collection of clinical samples. XH, BW, XL, and CL conducted experimental operations. In addition, XZ, FX, and MX provided the subject ideas and careful proofreading of the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by the grants from the Medical Science and Technology Innovation Center, Shandong First Medical University and Shandong Academy of Medical Sciences, the National Natural Science Foundation of China (&#x23;81770979, &#x23;82071013, &#x23;81900922, &#x23;82071035), the Key Research and Development Program Foundation of Shandong Province (2018GSF118091), Natural Science Foundation of Shandong Province (Grant No. ZR2019BH019), and the Taishan Young Expert Scholars Fund (&#x23;tsqn201812134).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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 sec-type="disclaimer" id="s10">
<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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Batlle</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Clevers</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Cancer Stem Cells Revisited</article-title>. <source>Nat. Med.</source> <volume>623</volume> (<issue>10</issue>), <fpage>1124</fpage>&#x2013;<lpage>1134</lpage>. <pub-id pub-id-type="doi">10.1038/nm.4409</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Battaglia</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Chirillo</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Sacco</surname>
<given-names>I. A.</given-names>
</name>
<name>
<surname>Costanzo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Biamonte</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Ferroptosis and Cancer: Mitochondria Meet the "Iron Maiden" Cell Death</article-title>. <source>Cells.</source> <volume>9</volume> (<issue>6</issue>), <fpage>1505</fpage>. <pub-id pub-id-type="doi">10.3390/cells9061505</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bonanno</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zulato</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Pavan</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Attili</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Pasello</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Conte</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>LKB1 and Tumor Metabolism: The Interplay of Immune and Angiogenic Microenvironment in Lung Cancer</article-title>. <source>Int. J.&#x20;Mol. Sci.</source> <volume>1620</volume> (<issue>8</issue>), <fpage>1874</fpage>. <pub-id pub-id-type="doi">10.3390/ijms20081874</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Catalano</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Turdo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Di Franco</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Dieli</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Todaro</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Stassi</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Tumor and its Microenvironment: a Synergistic Interplay</article-title>. <source>Semin. Cancer Biol.</source> <volume>23</volume> (<issue>6 Pt B</issue>), <fpage>522</fpage>&#x2013;<lpage>532</lpage>. <pub-id pub-id-type="doi">10.1016/j.semcancer.2013.08.007</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Mei</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>microRNA-21-5p from M2&#x20;Macrophage-Derived Extracellular Vesicles Promotes the Differentiation and Activity of Pancreatic Cancer Stem Cells by Mediating KLF3</article-title>. <source>Cell Biol Toxicol.</source> <volume>17</volume> (<issue>6</issue>). <pub-id pub-id-type="doi">10.1007/s10565-021-09597-x</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Q.-C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.-C.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.-L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J.-F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Targeting CMTM6 Suppresses Stem Cell-Like Properties and Enhances Antitumor Immunity in Head and Neck Squamous Cell Carcinoma</article-title>. <source>Cancer Immunol. Res.</source> <volume>8</volume> (<issue>2</issue>), <fpage>179</fpage>&#x2013;<lpage>191</lpage>. <pub-id pub-id-type="doi">10.1158/2326-6066.CIR-19-0394</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname>
<given-names>Z.-X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>B.-R.</given-names>
</name>
<name>
<surname>Qian</surname>
<given-names>X.-P.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>Y.-T.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>W.-J.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Proteomic Analysis of Anti-Tumor Effects by Rhizoma Paridis Total Saponin Treatment in HepG2 Cells</article-title>. <source>J.&#x20;Ethnopharmacology.</source> <volume>20120</volume> (<issue>2</issue>), <fpage>129</fpage>&#x2013;<lpage>137</lpage>. <pub-id pub-id-type="doi">10.1016/j.jep.2008.07.030</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deshmukh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Deshpande</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Arfuso</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Newsholme</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Dharmarajan</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Cancer Stem Cell Metabolism: a Potential Target for Cancer Therapy</article-title>. <source>Mol. Cancer.</source> <volume>15</volume> (<issue>151</issue>), <fpage>69</fpage>. <pub-id pub-id-type="doi">10.1186/s12943-016-0555-x</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferro</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Servais</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Besson</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Roger</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Dumas</surname>
<given-names>J.-F.</given-names>
</name>
<name>
<surname>Brisson</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Autophagy and Mitophagy in Cancer Metabolic Remodelling</article-title>. <source>Semin. Cell Developmental Biol.</source> <volume>98</volume>, <fpage>129</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1016/j.semcdb.2019.05.029</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#xed;a-Ca&#xf1;averas</surname>
<given-names>J.&#x20;C.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Rabinowitz</surname>
<given-names>J.&#x20;D.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>The Tumor Metabolic Microenvironment: Lessons From Lactate</article-title>. <source>Cancer Res.</source> <volume>79</volume> (<issue>13</issue>), <fpage>3155</fpage>&#x2013;<lpage>3162</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-18-3726</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghashghaeinia</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>K&#xf6;berle</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mrowietz</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Bernhardt</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Proliferating Tumor Cells Mimick Glucose Metabolism of Mature Human Erythrocytes</article-title>. <source>Cell Cycle.</source> <volume>18</volume> (<issue>12</issue>), <fpage>1316</fpage>&#x2013;<lpage>1334</lpage>. <pub-id pub-id-type="doi">10.1080/15384101.2019.1618125</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gilardi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Proietto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Chill&#xe0;</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Calleja-Valera</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Goto</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Tipifarnib as a Precision Therapy for HRAS-Mutant Head and Neck Squamous Cell Carcinomas</article-title>. <source>Mol. Cancer Ther.</source> <volume>19</volume> (<issue>9</issue>), <fpage>1784</fpage>&#x2013;<lpage>1796</lpage>. <pub-id pub-id-type="doi">10.1158/1535-7163.MCT-19-0958</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>HammermanHammerman</surname>
<given-names>P. S.</given-names>
</name>
<name>
<surname>Hayes</surname>
<given-names>D. N.</given-names>
</name>
<name>
<surname>Grandis</surname>
<given-names>J.&#x20;R.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Therapeutic Insights From Genomic Studies of Head and Neck Squamous Cell Carcinomas</article-title>. <source>Cancer Discov.</source> <volume>5</volume> (<issue>3</issue>), <fpage>239</fpage>&#x2013;<lpage>244</lpage>. <pub-id pub-id-type="doi">10.1158/2159-8290.CD-14-1205</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hinshaw</surname>
<given-names>D. C.</given-names>
</name>
<name>
<surname>Shevde</surname>
<given-names>L. A.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>The Tumor Microenvironment Innately Modulates Cancer Progression</article-title>. <source>Cancer Res.</source> <volume>1579</volume> (<issue>18</issue>), <fpage>4557</fpage>&#x2013;<lpage>4566</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-18-3962</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hsu</surname>
<given-names>C.-C.</given-names>
</name>
<name>
<surname>Tseng</surname>
<given-names>L.-M.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>H.-C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Role of Mitochondrial Dysfunction in Cancer Progression</article-title>. <source>Exp. Biol. Med. (Maywood).</source> <volume>241</volume> (<issue>12</issue>), <fpage>1281</fpage>&#x2013;<lpage>1295</lpage>. <pub-id pub-id-type="doi">10.1177/1535370216641787</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jahanafrooz</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Mosafer</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Akbari</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hashemzaei</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mokhtarzadeh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Baradaran</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Colon Cancer Therapy by Focusing on Colon Cancer Stem Cells and Their Tumor Microenvironment</article-title>. <source>J.&#x20;Cell Physiol.</source> <volume>235</volume> (<issue>5</issue>), <fpage>4153</fpage>&#x2013;<lpage>4166</lpage>. <pub-id pub-id-type="doi">10.1002/jcp.29337</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jin</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Bi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Identification of Metabolic Vulnerabilities of Receptor Tyrosine Kinases-Driven Cancer</article-title>. <source>Nat. Commun.</source> <volume>10</volume> (<issue>1</issue>), <fpage>2701</fpage>. <pub-id pub-id-type="doi">10.1038/s41467-019-10427-2</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Johnson</surname>
<given-names>D. E.</given-names>
</name>
<name>
<surname>Burtness</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Leemans</surname>
<given-names>C. R.</given-names>
</name>
<name>
<surname>Lui</surname>
<given-names>V. W. Y.</given-names>
</name>
<name>
<surname>Bauman</surname>
<given-names>J.&#x20;E.</given-names>
</name>
<name>
<surname>Grandis</surname>
<given-names>J.&#x20;R.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Head and Neck Squamous Cell Carcinoma</article-title>. <source>Nat. Rev. Dis. Primers.</source> <volume>106</volume> (<issue>1</issue>), <fpage>92</fpage>. <pub-id pub-id-type="doi">10.1038/s41572-020-00224-3</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jung</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Narwal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Min</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Keam</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Squamous Cell Carcinoma of Head and Neck: What Internists Should Know</article-title>. <source>Korean J.&#x20;Intern. Med.</source> <volume>35</volume> (<issue>5</issue>), <fpage>1031</fpage>&#x2013;<lpage>1044</lpage>. <pub-id pub-id-type="doi">10.3904/kjim.2020.078</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kitamura</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Sento</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yoshizawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sasabe</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Kudo</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yamamoto</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Current Trends and Future Prospects of Molecular Targeted Therapy in Head and Neck Squamous Cell Carcinoma</article-title>. <source>Int. J.&#x20;Mol. Sci.</source> <volume>22</volume> (<issue>221</issue>), <fpage>240</fpage>. <pub-id pub-id-type="doi">10.3390/ijms22010240</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Giordano</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Autophagy, Mitochondria and Oxidative Stress: Cross-Talk and Redox Signalling</article-title>. <source>Biochem. J.</source> <volume>15441</volume> (<issue>2</issue>), <fpage>523</fpage>&#x2013;<lpage>540</lpage>. <pub-id pub-id-type="doi">10.1042/BJ20111451</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Carmeliet</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Metabolic Pathways Fueling the Endothelial Cell Drive</article-title>. <source>Annu. Rev. Physiol.</source> <volume>81</volume> (<issue>81</issue>), <fpage>483</fpage>&#x2013;<lpage>503</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-physiol-020518-114731</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Arif</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kalmykova</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kasianov</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Menon</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Restraining Lysosomal Activity Preserves Hematopoietic Stem Cell Quiescence and Potency</article-title>. <source>Cell Stem Cell.</source> <volume>526</volume> (<issue>3</issue>), <fpage>359</fpage>&#x2013;<lpage>376</lpage>. <comment>e7</comment>. <pub-id pub-id-type="doi">10.1016/j.stem.2020.01.013</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Cancer and ER Stress: Mutual Crosstalk Between Autophagy, Oxidative Stress and Inflammatory Response</article-title>. <source>Biomed. Pharmacother.</source> <volume>118</volume>, <fpage>109249</fpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2019.109249</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luo</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The Significance of Mitochondrial Dysfunction in Cancer</article-title>. <source>Int. J.&#x20;Mol. Sci.</source> <volume>521</volume> (<issue>16</issue>), <fpage>5598</fpage>. <pub-id pub-id-type="doi">10.3390/ijms21165598</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Man</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Chai</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Inhibition of Pulmonary Adenoma in Diethylnitrosamine-Induced Rats by Rhizoma Paridis Saponins</article-title>. <source>J.&#x20;Steroid Biochem. Mol. Biol.</source> <volume>154</volume>, <fpage>62</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.jsbmb.2015.07.004</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Man</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lv</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Paris Saponin II-Induced Paraptosis-Associated Cell Death Increased the Sensitivity of Cisplatin</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>406</volume>, <fpage>406115206</fpage>. <pub-id pub-id-type="doi">10.1016/j.taap.2020.115206</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Man</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Qiu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Global Metabolic Profiling for the Study of Rhizoma Paridis Saponins-Induced Hepatotoxicity in Rats</article-title>. <source>Environ. Toxicol.</source> <volume>32</volume> (<issue>1</issue>), <fpage>99</fpage>&#x2013;<lpage>108</lpage>. <pub-id pub-id-type="doi">10.1002/tox.22215</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moldogazieva</surname>
<given-names>N. T.</given-names>
</name>
<name>
<surname>Mokhosoev</surname>
<given-names>I. M.</given-names>
</name>
<name>
<surname>Feldman</surname>
<given-names>N. B.</given-names>
</name>
<name>
<surname>Lutsenko</surname>
<given-names>S. V.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>ROS and RNS Signalling: Adaptive Redox Switches through Oxidative/Nitrosative Protein Modifications</article-title>. <source>Free Radic. Res.</source> <volume>52</volume> (<issue>5</issue>), <fpage>507</fpage>&#x2013;<lpage>543</lpage>. <pub-id pub-id-type="doi">10.1080/10715762.2018.1457217</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Najjar</surname>
<given-names>Y. G.</given-names>
</name>
<name>
<surname>Najjar</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Sander</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Rao</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Karunamurthy</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bhatia</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Tumor Cell Oxidative Metabolism as a Barrier to PD-1 Blockade Immunotherapy in Melanoma</article-title>. <source>JCI Insight.</source> <volume>4</volume> (<issue>45</issue>), <fpage>e124989</fpage>. <pub-id pub-id-type="doi">10.1172/jci.insight.124989</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reina-Campos</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Moscat</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Diaz-Meco</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Metabolism Shapes the Tumor Microenvironment</article-title>. <source>Curr. Opin. Cell Biol.</source> <volume>48</volume>, <fpage>47</fpage>&#x2013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1016/j.ceb.2017.05.006</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sak</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Everaus</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Role of Flavonoids in Future Anticancer Therapy by Eliminating the Cancer Stem Cells</article-title>. <source>Cscr.</source> <volume>10</volume> (<issue>3</issue>), <fpage>271</fpage>&#x2013;<lpage>282</lpage>. <pub-id pub-id-type="doi">10.2174/1574888x10666141126122316</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saki</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Prakash</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>20172017</year>). <article-title>DNA Damage Related Crosstalk Between the Nucleus and Mitochondria</article-title>. <source>Free Radic. Biol. Med.</source> <volume>107</volume>, <fpage>216</fpage>&#x2013;<lpage>227</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2016.11.050</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schinke</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Heider</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Herkommer</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Simon</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Blancke Soares</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kranz</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Digital Scoring of EpCAM and Slug Expression as Prognostic Markers in Head and Neck Squamous Cell Carcinomas</article-title>. <source>Mol. Oncol.</source> <volume>15</volume> (<issue>4</issue>), <fpage>1040</fpage>&#x2013;<lpage>1053</lpage>. <pub-id pub-id-type="doi">10.1002/1878-0261.12886</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shah</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Kazi</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Byers</surname>
<given-names>L. A.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>NOTCH1 Signaling in Head and Neck Squamous Cell Carcinoma</article-title>. <source>Cells.</source> <volume>9</volume> (<issue>12</issue>), <fpage>2677</fpage>. <pub-id pub-id-type="doi">10.3390/cells9122677</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>B7-H3 Promotes Aerobic Glycolysis and Chemoresistance in Colorectal Cancer Cells by Regulating HK2</article-title>. <source>Cell Death Dis.</source> <volume>10</volume> (<issue>4</issue>), <fpage>308</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-019-1549-6</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shyh-Chang</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>DaleyDaley</surname>
<given-names>G. Q.</given-names>
</name>
<name>
<surname>Cantley</surname>
<given-names>L. C.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Stem Cell Metabolism in Tissue Development and Aging</article-title>. <source>Development.</source> <volume>140</volume> (<issue>12</issue>), <fpage>2535</fpage>&#x2013;<lpage>2547</lpage>. <pub-id pub-id-type="doi">10.1242/dev.091777</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Supsavhad</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Dirksen</surname>
<given-names>W. P.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>C. K.</given-names>
</name>
<name>
<surname>Rosol</surname>
<given-names>T. J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Animal Models of Head and Neck Squamous Cell Carcinoma</article-title>. <source>Vet. J.</source> <volume>210</volume>, <fpage>7</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1016/j.tvjl.2015.11.006</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tripathi</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Nam</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Oldenburg</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Bendich</surname>
<given-names>A. J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Reactive Oxygen Species, Antioxidant Agents, and DNA Damage in Developing Maize Mitochondria and Plastids</article-title>. <source>Front. Plant Sci.</source> <volume>11</volume>, <fpage>11596</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2020.00596</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vitale</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Manic</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Coussens</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Kroemer</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Galluzzi</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Macrophages and Metabolism in the Tumor Microenvironment</article-title>. <source>Cell Metab.</source> <volume>30</volume> (<issue>1</issue>), <fpage>36</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1016/j.cmet.2019.06.001</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Six-Gene Signature for Predicting Survival in Patients With Head and Neck Squamous Cell Carcinoma</article-title>. <source>Aging.</source> <volume>12</volume> (<issue>1</issue>), <fpage>767</fpage>&#x2013;<lpage>783</lpage>. <pub-id pub-id-type="doi">10.18632/aging.102655</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>White</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>MehnertMehnert</surname>
<given-names>J.&#x20;M.</given-names>
</name>
<name>
<surname>ChanChan</surname>
<given-names>C. S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Autophagy, Metabolism, and Cancer</article-title>. <source>Clin. Cancer Res.</source> <volume>1521</volume> (<issue>22</issue>), <fpage>5037</fpage>&#x2013;<lpage>5046</lpage>. <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-15-0490</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Dai</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Tumor Microenvironment and Therapeutic Response</article-title>. <source>Cancer Lett.</source> <volume>387</volume> (<issue>387</issue>), <fpage>61</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1016/j.canlet.2016.01.043</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Bui NguyenNguyen</surname>
<given-names>T. M.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>The Antitumoral Effect of Paris Saponin I Associated With the Induction of Apoptosis Through the Mitochondrial Pathway</article-title>. <source>Mol. Cancer Ther.</source> <volume>8</volume> (<issue>5</issue>), <fpage>1179</fpage>&#x2013;<lpage>1188</lpage>. <pub-id pub-id-type="doi">10.1158/1535-7163.MCT-08-0939</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yeung</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gibson</surname>
<given-names>A. E.</given-names>
</name>
<name>
<surname>IssaqIssaq</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Oshima</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Baumgart</surname>
<given-names>J.&#x20;T.</given-names>
</name>
<name>
<surname>Edessa</surname>
<given-names>L. D.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Targeting Glycolysis Through Inhibition of Lactate Dehydrogenase Impairs Tumor Growth in Preclinical Models of Ewing Sarcoma</article-title>. <source>Cancer Res.</source> <volume>79</volume> (<issue>19</issue>), <fpage>5060</fpage>&#x2013;<lpage>5073</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-19-0217</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Chu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Macrophage-Associated PGK1 Phosphorylation Promotes Aerobic Glycolysis and Tumorigenesis</article-title>. <source>Mol. Cell.</source> <volume>1971</volume> (<issue>2</issue>), <fpage>201</fpage>&#x2013;<lpage>215</lpage>. <comment>e7</comment>. <pub-id pub-id-type="doi">10.1016/j.molcel.2018.06.023</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zuo</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wan</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Metabolic Reprogramming in Mitochondria of Myeloid Cells</article-title>. <source>Cells.</source> <volume>9</volume> (<issue>1</issue>), <fpage>5</fpage>. <pub-id pub-id-type="doi">10.3390/cells9010005</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>