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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Trop. Dis</journal-id>
<journal-title>Frontiers in Tropical Diseases</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Trop. Dis</abbrev-journal-title>
<issn pub-type="epub">2673-7515</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fitd.2023.1100526</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Tropical Diseases</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Notch signaling: A potential target for the development of host-directed therapies against tuberculosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Baindara</surname><given-names>Piyush</given-names>
</name>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/439258"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Radiation Oncology, School of Medicine, University of Missouri</institution>, <addr-line>Columbia, MO</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Selvakumar Subbian, Public Health Research Institute, Rutgers, The State University of New Jersey, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Armel Herv&#xe9; Nwabo Kamdje, University of Garoua, Cameroon; Ranjeet Kumar, Public Health Research Institute, Rutgers, The State University of New Jersey, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Piyush Baindara, <email xlink:href="mailto:pbaindara@health.missouri.edu">pbaindara@health.missouri.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Major Tropical Diseases, a section of the journal Frontiers in Tropical Diseases</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1100526</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Baindara</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Baindara</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Tuberculosis (TB) is one of the preeminent causes of death among infectious diseases and remains a global threat to human health. <italic>Mycobacterium tuberculosis</italic> (Mtb) has coevolved with the human host and is an extremely successful pathogen by abusing the human system in different ways. Interestingly, Mtb can remain undetected in the human host for years as latent TB, so there is an urgent need to develop new therapies to combat Mtb. In the recent past, host-directed therapies have attracted the research community as a promising approach to combat TB, and thus novel host targets are of interest. In the present editorial, we have explored and suggested Notch signaling as a potential host target to develop a new therapeutic strategy against Mtb.</p>
</abstract>
<kwd-group>
<kwd><italic>Mycobacterium tuberculosis</italic>
</kwd>
<kwd>tuberculosis</kwd>
<kwd>host-targets</kwd>
<kwd>host-directed therapies</kwd>
<kwd>infection</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="6"/>
<word-count count="2820"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Tuberculosis (TB) is a highly infectious disease caused by Mtb, carried in airborne particles. TB is one of the greatest causes of death in human history throughout the world. According to the Global Tuberculosis Report, 2022 by the World Health Organization, 10.6 million people fell ill and 1.6 million deaths estimated due to TB in the year 2021 (<ext-link ext-link-type="uri" xlink:href="https://www.who.int/publications/i/item/9789240061729">https://www.who.int/publications/i/item/9789240061729</ext-link>). Therefore, there is an urgent need for new methods, tools, or strategies for the prevention, diagnosis, and identification of novel disease biomarkers and host factors to fight the battle against TB.</p>
<p>Host-pathogen interaction is a crucial aspect in studying infectious diseases as pathogens co-evolve with the host and establish the disease pathogenesis by subverting host factors. Therefore, targeting the host factors using host-directed therapies is an efficient way to develop new treatment strategies against Mtb. Host-directed therapies to combat TB may include any compound, repurposed drug, or strategies targeting host signaling pathways that can boost host-defense mechanisms or modulate the inflammatory response, resulting in better clinical outcomes to combat Mtb (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>The Notch signaling pathway is one of the highly conserved signaling pathways that transmit signals <italic>via</italic> direct contact with adjacent cells in a very short range of cellular communications (<xref ref-type="bibr" rid="B3">3</xref>). There are four Notch receptors (Notch 1-4) in humans which are activated by binding with ligands (Jagged1, 2 and Delta-like ligands (Dll)1, 3, and 4) on the surface of adjacent cells (<xref ref-type="bibr" rid="B4">4</xref>). Notch is a transcriptional regulator originally expressed as a membrane-bound cell surface receptor. Following by binding to the ligands on the adjacent cells, Notch receptors are cleaved by a proteolytic process in their membrane-bound form and thus released their intracellular active fragment followed by nuclear translocation and regulation of gene transcription (<xref ref-type="bibr" rid="B5">5</xref>). Components of Notch signaling and ligands are constitutively expressed at different stages in the immune cells such as monocytes, lymphocytes, macrophages, and dendritic cells that further impact the development, effector functions, and many immunological mechanisms during the pro-inflammatory immune responses including activation of T cells and cytokine profile development (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). The distinct expression profile of Notch receptors in different cells of the respiratory tract is not clear, however, notch signaling is very well conserved during the development of the human respiratory system.</p>
<p>Interestingly, Notch is significantly involved in lung regeneration during both in health and disease conditions (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Active involvement and regulation of notch signaling in the lung regeneration and respiratory diseases suggested that Notch could be a promising target to develop host-directed therapy to fight against lung pathologies (<xref ref-type="bibr" rid="B11">11</xref>). In the present article, we have explored the role of Notch signaling during Mtb infection that suggested Notch as a potential host factor that could be targeted and developed for clinical therapeutics against TB.</p>
</sec>
<sec id="s2">
<title>Notch positively regulates TB progression</title>
<p>Recent evidence suggested Notch is a player important in TB pathogenesis <italic>via</italic> modulating the immune response dynamics during mycobacterial infections. An upregulated expression of Notch1 is observed in <italic>Mycobacterium bovis</italic> Bacille Calmette-Gu&#xe9;rin (<italic>M. bovis</italic> BCG) infected macrophages, leading to the expression of suppressor of cytokine signaling (SOCS) that is a major negative regulator of cytokine signaling (<xref ref-type="bibr" rid="B12">12</xref>). Similarly, a recent case study of children with active tuberculosis, showed elevated mRNA levels of Notch1, Notch2, and Dll4 when compared to the control group (<xref ref-type="bibr" rid="B13">13</xref>). Increased levels of Notch ligands Dll1 and Dll4 are also reported in a serum-based case study of tuberculosis patients co-infected with HIV (<xref ref-type="bibr" rid="B14">14</xref>). Notch signaling is also reported in regulating apoptosis during <italic>M. bovis</italic> infection in macrophages. Results concluded that Notch1 inhibits the apoptosis that can be reversed by using a gamma-secretase inhibitor (GSI) which is known to inhibit Notch signaling and suggests an involvement of Notch upregulation in <italic>M. bovis</italic> infection (<xref ref-type="bibr" rid="B15">15</xref>). Next, a newly found non-coding circular RNA (circAGFG1) is reported to increase autophagy and reduced apoptosis <italic>via</italic> the miRNA-1257/Notch axis. Diminished levels of Notch2 are reported in infected macrophages from active TB patients upon treatment of sh-circAGFG1 or by mimicking miRNA1257 (target of miRNA1257) where miRNA-1257/Notch axis is suggested as a new therapeutic target (<xref ref-type="bibr" rid="B16">16</xref>). Additionally, a recent study on Chinese tuberculosis patients reported a positive correlation between missense mutation in Notch4 and increased susceptibility to tuberculosis (<xref ref-type="bibr" rid="B17">17</xref>). Another population-based case-control study confirmed that Mtb induces Notch4 expression in the macrophages during inflection and results in severe TB outcomes (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>In correlation with these results, Notch inhibition by a GSI (DAPT) has also been reported to reverse the imbalance of Th1/Th2 cytokines in TB patients (<xref ref-type="bibr" rid="B19">19</xref>). Further, up-regulated expression of Notch ligand Dll4 is reported in the Mtb infected individuals that alter the immune response, evident by increased levels of IFN-&#x3b3; and IL-17 cytokines released by T cells. Next, similar results are observed in the peripheral blood mononuclear cells (PBMCs) of active TB patients (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Also, an upregulated expression of Dll4 is observed in antigen-presenting cells (APCs) and bone marrow progenitor cells in mice infected with <italic>M. bovis</italic> BCG. Similarly, Mtb-infected patients are reported to have an increased number of Dll4-positive monocytes and concluded that Mtb infection regulates the expression of Dll4 that can modulate CD4<sup>+</sup> T cell response (<xref ref-type="bibr" rid="B21">21</xref>). Results suggested that Notch ligands such as Dll4 could be used as potential biomarkers to identify the disease progression in TB and as a host-directed target to develop anti-TB therapeutics. Further, a Chinese herbal compound isoliquiritigenin, is reported to overcome the Mtb-induced inflammation by inhibiting Notch1/NF-&#x3ba;B signaling pathway in murine macrophages (<xref ref-type="bibr" rid="B22">22</xref>). Overall, experimental evidence suggested that Notch positively regulates TB progressions and could be a potential target for host-directed therapies.</p>
</sec>
<sec id="s3">
<title>Notch negatively regulates the Mtb-induced inflammatory immune response</title>
<p>Proinflammatory cytokines IL-6, IL-12, IFN-&#x3b3;, and TNF&#x3b1; along with CD4<sup>+</sup> T cells known to regulate the immune response during the Mtb infection (<xref ref-type="bibr" rid="B23">23</xref>). It has been reported that IL-6 knockout mice showed high mortality due to the failure of Mtb growth control during infection (<xref ref-type="bibr" rid="B24">24</xref>). Similarly, IL-12 deficient mice demonstrated to have less IFN-&#x3b3; production and high incidences of Mtb infections (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Importantly, IL-12 is involved in the regulation of protective immunity against Mtb <italic>via</italic> the development of IFN-&#x3b3; producing CD4<sup>+</sup> Th1 cells (<xref ref-type="bibr" rid="B27">27</xref>). In a recent study, it has been shown that Mtb-induced expression of IL-6 and IL-12 is improved while an increased number of IFN-&#x3b3; secreting Th1 cells is observed in a Notch4 deficient murine infection model which is further evident by reduced Mtb burden and lung damage (<xref ref-type="bibr" rid="B28">28</xref>). Another study reported that Notch interacts with TAK1 and TRAF6 while TAK1 forms a complex with TRAF6. TRAF6 activated TAK1 in a ubiquitination-dependent manner and further TAK1 is found involved in the TLR-induced production of proinflammatory cytokines (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Next, it has been confirmed that Notch4 inhibits the proinflammatory cytokines in the infected macrophage by restricting the phosphorylation and ubiquitination of TAK1. Finally, it is confirmed that Notch inhibition by DAPT is also able to abrogate the Mtb infection (<xref ref-type="bibr" rid="B28">28</xref>). Further, the anti-inflammatory effects of Andrographolide (a traditional Chinese herbal medicine) is reported in Mtb-infected macrophages <italic>via</italic> regulation of the Notch1/Akt/NF-&#x3ba;B axis (<xref ref-type="bibr" rid="B31">31</xref>). Additionally, patients with active TB are reported to have high expression of Notch ligand Dll4 when compared to healthy controls. Also, an upregulated expression of Notch1 is observed in patients having moderate or advanced lung injury (<xref ref-type="bibr" rid="B32">32</xref>). Interestingly, increased resistance to TB is demonstrated both <italic>in vitro</italic> and <italic>in vivo</italic>, using Notch deficient mice and by the treatment with the &#x3b3;-secretase inhibitor (<xref ref-type="bibr" rid="B28">28</xref>). Another recent study by the same group reported Mtb induces Notch4 and jagged1 expression in macrophages of TB patients <italic>via</italic> TLR2/p38 and TLR2/ERK signaling, respectively. Conclusively, this study suggested that Notch4 negatively regulates the Mtb-induced inflammation and thus higher expression and gene polymorphism of Notch4 is positively associated with server TB outcomes (<xref ref-type="bibr" rid="B18">18</xref>). Notch4 induction is also reported in response to the hypoxia model of Erdman (a virulent Mtb strain) in rhesus macaques which it confirmed to stimulate undifferentiated cellular state with large necrosis lesions (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Overall, available studies suggested Notch signaling and its components essentially intervened with the severity level of Mtb infection <italic>via</italic> positive and negative regulation of the TB infection and Mtb-induced host inflammatory response, respectively. In light of the evidence, we suggested Notch signaling and its components as a potential biomarker for host-directed therapies and to monitor the disease progression and severity as well.</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Notch signaling and its components, especially Dll1 and Dll4, present in monocytes, macrophages, and dendritic cells played an important role during the pro-inflammatory immune responses and are involved in several immune mechanisms such as T cell and B cell development in both central and peripheral lymphoid organs (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). Interestingly, an increased expression level of Notch ligand Dll4 is found in the monocytes of active TB patients. Similar results observed in the Mtb-infected monocytes that suggested Mtb-induced expression of Notch ligands which is also positively correlated with the degree of lung injury (<xref ref-type="bibr" rid="B32">32</xref>). Notch signaling played an active role in the effector functions of T cells where Notch1 and Notch2 receptors are constitutively expressed in the different stages of lymphocyte development. NICD is the activated form of Notch signaling, that translocates into the nucleus after activation. In the nucleus, NICD interacts with the RBP-J and further induces the downstream expression of target genes such as Hes1, Hes5, Hey1, Hey2, and Dtx (<xref ref-type="bibr" rid="B36">36</xref>) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). Next, Notch signaling regulates a feedback inhibition of TLR-induced cytokines <italic>via</italic> the downstream target genes, Hes1, and Hey1 (<xref ref-type="bibr" rid="B37">37</xref>). By using the feedback loop, Notch signaling negatively regulates the TLR-triggered immune response and thus the expression of pro-inflammatory cytokines (<xref ref-type="bibr" rid="B38">38</xref>). A higher expression of Hes1 and Dtx genes is observed in active TB patients in comparison to healthy individuals. This suggested systemic activation of Notch and its downstream signaling pathway during Mtb infection and thus Notch can be targeted to overcome the detrimental effects of TB (<xref ref-type="bibr" rid="B32">32</xref>). Further, an active transcriptional complex of Notch signaling is found to have a direct binding ability with the promoter regions of <italic>Rorc</italic> and <italic>IL-17</italic> genes that can alter the activation of these genes. Interestingly, Notch ligand Dll4 showed to enhance the expression of both genes <italic>Rorc</italic> and <italic>IL-17</italic> as they both are the direct transcriptional target of Notch signaling (<xref ref-type="bibr" rid="B39">39</xref>). Collectively, Notch and Dll4 expression in monocytes and T cells is confirmed to have a positive correlation with plasma levels of IFN-&#x3b3;, IL-17A, and IL-2 (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B40">40</xref>) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). Additionally, TNF-&#x3b1; is known as an important cytokine during the Mtb infection that boosts the protection against TB by activation of monocytes and macrophages and new inflammatory cells at the site of infection (<xref ref-type="bibr" rid="B41">41</xref>). Enhanced production of TNF-&#x3b1; is demonstrated in mononuclear cell cultures upon blocking the Notch ligand Dll4 by using an anti-hDll4 antibody (<xref ref-type="bibr" rid="B32">32</xref>) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). It seems there is an uncoupled functional relation between Notch and Dll4 as it has been shown that Notch inhibition altered the cytokine production during TB that are important for the activation of macrophages while Dll4 blocking improved the monocytes-mediated phagocytosis of Mtb. This again suggested the potential of Notch and Notch ligands as promising host targets for the development of anti-TB therapeutics.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Active Notch signaling during Mtb infection negatively regulates inflammatory response against Mtb and results in severe TB progression. Black lines with round heads showed inhibition. Green upright thick arrows showed increased expression.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1100526-g001.tif"/>
</fig>
<p>Overall, reports showed that Mtb infection promotes the activation of Notch signaling that subsequently altered the pro and anti-inflammatory response against TB while active TB patients reported to have higher expression of Notch and reduced levels of IL-6. This inverse correlation of Notch and IL-6 might result in divergent inflammatory states during diverse disease outcomes. In total, an altered immune response against Mtb infection positively assists the TB progression by further modulating the functional mechanisms of monocytes, such as phagocytosis and cytokine production <italic>via</italic> upregulation of the Notch signaling. Also, enhanced Notch expression in T cells and Dll4 expression in intermediate monocytes is directly associated with the severe form of TB and thus suggested as potential host-directed targets against Mtb. Notch activation largely depends on the activity of the &#x3b3;-secretase complex, and thus GSIs are suggested as a promising therapeutic target for notch inhibition (<xref ref-type="bibr" rid="B42">42</xref>). GSIs are already under various clinical trials for different indications (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Till now several chemical classes of GSIs have been developed and most of them are competitive inhibitors of the catalytic activity of the presenilins (<xref ref-type="bibr" rid="B45">45</xref>). Recently, a novel potent GSI, GSI LY3039478 confirmed as the recommended phase II dose for advanced or metastatic cancer patients (NCT01695005) (<xref ref-type="bibr" rid="B46">46</xref>). Interestingly, one of the GSI, PF-03084014 has recently been in phase II clinical trials and found promising for desmoid tumors, known as aggressive fibromatosis (NCT01981551) (<xref ref-type="bibr" rid="B47">47</xref>). Receptor/ligand antibodies, GSIs, and Notch transcription complex inhibitors are available which could be tested to check the Notch inhibition and effects on Mtb infection (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B48">48</xref>). Interestingly, DAPT (a GSI) showed to protect the mice from Mtb infection, evidenced by decreased pathological changes in the lungs, reduced bacterial load, and enhanced cytokine expression (<xref ref-type="bibr" rid="B28">28</xref>). Further, several GSIs have already undergone phase I/II clinical trials which can be further evaluated for their effects on immune response modulation during TB. Additionally, Notch signaling is essential for tissue regeneration of the various cell type in the lungs after injury (<xref ref-type="bibr" rid="B49">49</xref>). Excessive expression of Notch signaling may inhibit the regeneration of different cell types involved in lung airway functions and its tightly regulated inhibition is essential for normal regeneration, diverse cell differentiation, maintenance and restoration of lung airways for healing after injury (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B50">50</xref>).</p>
<p>Conclusively, available studies and evidence suggested a relationship between the expression of Notch signaling components and the respective host immune response to Mtb infection. Further, evidence suggested that Notch signaling positively regulated the TB progression and negatively regulates the innate immunity response outside of its transcriptional activity. Thus, inhibition of Notch signaling might provide new hope for the development of therapeutics to fight against TB. Here we suggested further investigation of different GSIs including other Notch inhibitors to develop them as host-directed therapeutics against Mtb.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<title>Conclusion</title>
<p>Overall, our analysis and proposed hypothesis suggested, Notch, signaling as one of the central regulators of Mtb-induced cellular immune response and inflammation during the disease progression of TB. As a high expression of Notch signaling and its ligands observed in active TB patients, a Notch-based-diagnostic assay could also be developed for the early estimation of disease severity and for developing a treatment strategy accordingly. We have also visualized the molecular interaction network of Notch with other host factors that represents Notch as a complicated pathway that is polygenic, multi-ligand, and post-translationally regulated (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). Notch has multiple different effects at the cell and tissue levels that have an important role in development, activation, differentiation, proliferation, and regeneration. Therefore, there is a high possibility of unwanted on-target and off-disease side effects upon pharmacologic targeting of Notch. However, evidence suggested Notch inhibition could be a promising strategy to reverse the deleterious effects of disease during Mtb infection and so, there is a possible provision of specific Notch-inhibitor drugs such as GSIs for a certain time during the disease progression. In summary, the present work avails the evidence and sheds light on Notch signaling as a potential host-target that can be considered in clinical trials for the development of treatment strategies against Mtb infection and management of TB.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Physical protein-protein interaction network representing cross-talk of Notch with other host factors involved in TB progression. This network is generated using STRING v11.5: functional protein association networks. The thickness of the connecting edges showed the confidence level.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1100526-g002.tif"/>
</fig>
</sec>
<sec id="s6">
<title>Limitation</title>
<p>There are limitations associated with the proposed hypothesis. First of all Notch signaling is involved in various development processes and so further, detailed studies are needed to confirm the regulation of Notch signaling during TB. Also, we suggested the use of Notch inhibitors which might promote severe inflammation thus, the time of treatment and other side effects should be properly explored using clinical trials before consideration as therapeutic drugs to treat TB.</p>
</sec>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>PB wrote the manuscript, prepared the figures, conceived the sole idea, and led the project. PB prepared the protein-protein interaction network and proofread the manuscript. PB approved the submitted the final version.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The author acknowledges the Department of Radiation Oncology, School of Medicine, University of Missouri, Columbia, MO for providing the space and necessary facilities to write this article.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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