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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1121950</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2023.1121950</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Phytochemical-based nanodrugs going beyond the state-of-the-art in cancer management&#x2014;Targeting cancer stem cells in the framework of predictive, preventive, personalized medicine</article-title>
<alt-title alt-title-type="left-running-head">Koklesova et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2023.1121950">10.3389/fphar.2023.1121950</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Koklesova</surname>
<given-names>Lenka</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2146411/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jakubikova</surname>
<given-names>Jana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cholujova</surname>
<given-names>Dana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Samec</surname>
<given-names>Marek</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1345818/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mazurakova</surname>
<given-names>Alena</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2216816/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>&#x160;udomov&#xe1;</surname>
<given-names>Miroslava</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pec</surname>
<given-names>Martin</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1633162/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hassan</surname>
<given-names>Sherif T. S.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/406398/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Biringer</surname>
<given-names>Kamil</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>B&#xfc;sselberg</surname>
<given-names>Dietrich</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/78042/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hurtova</surname>
<given-names>Tatiana</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Golubnitschaja</surname>
<given-names>Olga</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/816397/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kubatka</surname>
<given-names>Peter</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1386452/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Clinic of Obstetrics and Gynecology</institution>, <institution>Jessenius Faculty of Medicine</institution>, <institution>Comenius University in Bratislava</institution>, <addr-line>Martin</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Cancer Research Institute</institution>, <institution>Department of Tumor Immunology</institution>, <institution>Biomedical Research Center</institution>, <institution>Slovak Academy of Sciences</institution>, <addr-line>Bratislava</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Centre for Advanced Material Application</institution>, <institution>Slovak Academy of Sciences</institution>, <addr-line>Bratislava</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Pathological Physiology</institution>, <institution>Jessenius Faculty of Medicine</institution>, <institution>Comenius University in Bratislava</institution>, <addr-line>Martin</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Medical Biology</institution>, <institution>Jessenius Faculty of Medicine</institution>, <institution>Comenius University in Bratislava</institution>, <addr-line>Martin</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Museum of Literature in Moravia</institution>, <addr-line>Rajhrad</addr-line>, <country>Czech Republic</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Applied Ecology</institution>, <institution>Faculty of Environmental Sciences</institution>, <institution>Czech University of Life Sciences Prague</institution>, <addr-line>Prague</addr-line>, <country>Czech Republic</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Physiology and Biophysics</institution>, <institution>Weill Cornell Medicine-Qatar</institution>, <institution>Education City</institution>, <institution>Qatar Foundation</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Department of Dermatology</institution>, <institution>Comenius University in Bratislava</institution>, <institution>Jessenius Faculty of Medicine in Martin and University Hospital Martin</institution>, <addr-line>Martin</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Predictive, Preventive, Personalised (3P) Medicine</institution>, <institution>Department of Radiation Oncology</institution>, <institution>University Hospital Bonn</institution>, <institution>Rheinische Friedrich-Wilhelms-Universit&#xe4;t Bonn</institution>, <addr-line>Bonn</addr-line>, <country>Germany</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/1400949/overview">Vijayasteltar B. Liju</ext-link>, Ben-Gurion University of the Negev, Israel</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/511020/overview">Arunaksharan Narayanankutty</ext-link>, St. Joseph&#x2019;s College (Autonomous), Devagiri, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2141000/overview">Vinitha Richard</ext-link>, University of Galway, Ireland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2150426/overview">Archana Retnakumary</ext-link>, Rajiv Gandhi Centre for Biotechnology, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/754333/overview">Sankar Jagadeeshan</ext-link>, Ben-Gurion University of the Negev, Israel</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Tatiana Hurtova, <email>tatiana.hurtova@unm.sk</email>; Olga Golubnitschaja, <email>Olga.Golubnitschaja@ukbonn.de</email>; Peter Kubatka, <email>peter.kubatka@uniba.sk</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Pharmacology of Anti-Cancer Drugs, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1121950</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Koklesova, Jakubikova, Cholujova, Samec, Mazurakova, &#x160;udomov&#xe1;, Pec, Hassan, Biringer, B&#xfc;sselberg, Hurtova, Golubnitschaja and Kubatka.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Koklesova, Jakubikova, Cholujova, Samec, Mazurakova, &#x160;udomov&#xe1;, Pec, Hassan, Biringer, B&#xfc;sselberg, Hurtova, Golubnitschaja and Kubatka</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>Cancer causes many deaths worldwide each year, especially due to tumor heterogeneity leading to disease progression and treatment failure. Targeted treatment of heterogeneous population of cells - cancer stem cells is still an issue in protecting affected individuals against associated multidrug resistance and disease progression. Nanotherapeutic agents have the potential to go beyond state-of-the-art approaches in overall cancer management. Specially assembled nanoparticles act as carriers for targeted drug delivery. Several nanodrugs have already been approved by the US Food and Drug Administration (FDA) for treating different cancer types. Phytochemicals isolated from plants demonstrate considerable potential for nanomedical applications in oncology thanks to their antioxidant, anti-inflammatory, anti-proliferative, and other health benefits. Phytochemical-based NPs can enhance anticancer therapeutic effects, improve cellular uptake of therapeutic agents, and mitigate the side effects of toxic anticancer treatments. Per evidence, phytochemical-based NPs can specifically target CSCs decreasing risks of tumor relapse and metastatic disease manifestation. Therefore, this review focuses on current outlook of phytochemical-based NPs and their potential targeting CSCs in cancer research studies and their consideration in the framework of predictive, preventive, and personalized medicine (3PM).</p>
</abstract>
<kwd-group>
<kwd>nanomedicine</kwd>
<kwd>nanoparticles</kwd>
<kwd>phytochemicals</kwd>
<kwd>plant-derived foods</kwd>
<kwd>cancer stem cells therapy</kwd>
<kwd>predictive preventive personalized medicine</kwd>
<kwd>primary secondary tertiary care</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Cancer is a leading cause of death worldwide. According to GLOBOCAN 2020, cancer estimated 19.3 million new cancer cases and almost 10.0 million cancer deaths in 2020 (<xref ref-type="bibr" rid="B113">Sung et al., 2021</xref>). In cancer, the genome instability and mutations are the reason of various changes in organism, including avoiding immune destruction, deregulation of cellular energetics, promotion of inflammation, sustaining proliferative signaling, evading growth suppressors, resisting cell death, enabling replicative immortality, activating angiogenesis, invasion and metastasis that consequently lead to disease progression (<xref ref-type="bibr" rid="B42">Hanahan and Weinberg, 2011</xref>). Moreover, disease progression and treatment failure are also commonly caused by tumor heterogeneity. There are two types of tumor heterogeneity: inter-tumor heterogeneity (between cancers from different patients) and intra-tumor heterogeneity (within a single tumor). The second one is characterized by phenotypic diversity through alterations in genetic or epigenetic abnormalities, apoptosis, tumor growth, and other hallmarks of cancer (<xref ref-type="bibr" rid="B97">Prasetyanti and Medema, 2017</xref>). Furthermore, many tumors contain a heterogeneous population of cells, including cancer stem cells (CSCs) that differentiate into cells to initiate tumor formation (<xref ref-type="bibr" rid="B26">Dick, 2008</xref>). CSCs also exert self-renewal and differentiation properties that often lead to the ineffectiveness of conventional therapy to eliminate CSCs. Consequently, the failure in therapy due to treatment resistance often causes tumor relapse and metastases (<xref ref-type="bibr" rid="B60">Lathia et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Babaei et al., 2021</xref>). Treatment resistance or multi-drug resistance (MDR) describe the resistance to various unrelated therapies, including radiotherapy, chemotherapy, hypoxia, and immunotherapy. Besides, MDR occurs in up to 70% of cancers at the time of diagnosis (<xref ref-type="bibr" rid="B101">Riganti and Contino, 2019</xref>; <xref ref-type="bibr" rid="B64">Li et al., 2021a</xref>). Moreover, treatment resistance is not associated only with CSCs but MDR exerts multi-factorial character caused by epithelial-mesenchymal transition (EMT), acquired mutations, drug efflux through ABC transporters, drug efflux mediated by extracellular vesicles, drug-loaded lysosomes undergoing exocytosis, deregulation of key signaling pathways, deregulation of cell death mechanisms, activation of DNA damage response, and epigenetic alterations (<xref ref-type="bibr" rid="B8">Assaraf et al., 2019</xref>; <xref ref-type="bibr" rid="B64">Li et al., 2021a</xref>).Therefore, developing novel potential drugs to overcome the MDR of CSCs is crucial.</p>
<p>Plant-based foods are rich in various phytochemicals that exert many anticancer activities, including proapoptotic, anti-angiogenic, anti-metastatic, anti-inflammatory, antioxidant, or anti-genotoxic effects. However, the therapeutic efficacy can be low due to their low oral bioavailability and poor aqueous solubility (<xref ref-type="bibr" rid="B54">Koklesova et al., 2020a</xref>). On the other hand, an encapsulation of phytochemicals into nanocarriers can represent a potential drug delivery system in cancer management. Specific drug delivery into cancer cells and their release at the targeted site can enhance their antineoplastic properties (<xref ref-type="bibr" rid="B58">Kumar et al., 2022</xref>). Increased anticancer efficacy can be also achieved by combining various phytochemicals with conventional therapy or other NPs that can be activated through hyperthermia or photothermia (<xref ref-type="bibr" rid="B111">Sun et al., 2015</xref>; <xref ref-type="bibr" rid="B65">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B48">Jose et al., 2020</xref>). Additionally, specifically designed phytochemical-based nanodrug can target CSCs and eliminate them, potentially reversing resistance to therapy or preventing migration and metastasis (<xref ref-type="bibr" rid="B59">Kuo et al., 2019</xref>; <xref ref-type="bibr" rid="B129">Yang et al., 2020</xref>; <xref ref-type="bibr" rid="B39">Gu et al., 2021</xref>).</p>
<p>Nanotechnology is widely used in different areas, including electronics, cosmetics, and diagnostic and therapeutic medical applications (<xref ref-type="bibr" rid="B87">Najahi-Missaoui et al., 2020</xref>). The field of nanotechnology in medicine, known as nanomedicine, has multiplied during the last few decades. Nanomedicine includes the use of nano-sized (1&#x2013;1,000&#xa0;nm) particles (NPs) as potential therapeutic drugs for various diseases (<xref ref-type="bibr" rid="B84">Missaoui et al., 2018</xref>; <xref ref-type="bibr" rid="B115">Tabassum et al., 2018</xref>). In cancer research, specifically designed NPs with various sizes and properties represent a new way of delivery systems to targeted delivery into tumor sites without harming the surrounding healthy tissues (<xref ref-type="bibr" rid="B94">Patra et al., 2018</xref>). Therefore, this review focuses on the current outlook on phytochemical-based nanodrugs and their potential targeting CSCs in cancer research studies.</p>
</sec>
<sec id="s2">
<title>2 Nanoparticles</title>
<p>Nanomedicine is represented by small-sized (nanoscale, 1&#x2013;1,000&#xa0;nm) drug delivery systems that specifically deliver drug molecules to pathologic sites and accumulate at the target site (<xref ref-type="bibr" rid="B40">Gwinn and Vallyathan, 2006</xref>; <xref ref-type="bibr" rid="B115">Tabassum et al., 2018</xref>). NPs can also have various shapes, including spherical, rod, oval, cubic, triangular, star, needle, octahedral, flower, cluster, cylinder, branched, platelets, hexagonal, pentagonal, and others (<xref ref-type="bibr" rid="B41">Hamida et al., 2020</xref>). NPs can be divided into six groups according to their composition of inner and outer core (<xref ref-type="bibr" rid="B87">Najahi-Missaoui et al., 2020</xref>). Moreover, the surface of NPs consists of various ligands with the ability to target damaged (e.g., cancer) cells thanks to their specific selective binding to the overexpressed receptors (<xref ref-type="bibr" rid="B112">Sun et al., 2014</xref>). Furthermore, NPs are commonly coated by various agents for better biocompatibility and biodegradability (<xref ref-type="bibr" rid="B108">Singh, 2010</xref>). <xref ref-type="fig" rid="F1">Figure 1</xref> illustrates the schematic structure of NP consisting of an inner core, outer core, and ligands on the outer surface.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic structure of the multifunctional nanoparticle.</p>
</caption>
<graphic xlink:href="fphar-14-1121950-g001.tif"/>
</fig>
<p>NPs can be synthesized in two ways: by bottom-up strategy or top-down strategies, as illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>. A bottom-up strategy is based on nucleating atomic-sized materials into the eventual NPs. The top-down strategy represents physical degradation of bulk material producing smaller molecules and NPs (<xref ref-type="bibr" rid="B86">Nagarajan, 2008</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Synthesis of NPs by bottom-up or top-down strategies.</p>
</caption>
<graphic xlink:href="fphar-14-1121950-g002.tif"/>
</fig>
</sec>
<sec id="s3">
<title>3 Tumor cells targeting by nanoparticles</title>
<p>Nanosize of NPs can overcome various biological barriers within the body, such as entering the cell and various cellular compartments (nucleus) (<xref ref-type="bibr" rid="B24">De Jong and Borm, 2008</xref>). Therefore, several NPs exhibit the potential for their clinical application; however, their usability depends on various factors such as size, shape, surface functionality, low or no toxicity of the nanocarrier, physical and chemical properties, solubility, stability, drug loading efficiency, drug release, and potential distribution to different organs (<xref ref-type="bibr" rid="B40">Gwinn and Vallyathan, 2006</xref>; <xref ref-type="bibr" rid="B98">Puri et al., 2009</xref>; <xref ref-type="bibr" rid="B108">Singh, 2010</xref>). NPs can act as tumor detector that detects a diseased/cancer site where it accumulates and specifically triggers the therapeutic activity of a circulating drug carrier. Specific targeting of NPs into cancer cells is determined predominantly by ligands on their surface (<xref ref-type="bibr" rid="B137">Zwicke et al., 2012</xref>; <xref ref-type="bibr" rid="B131">Yang et al., 2022</xref>). At cancer sites, several nanodrugs act as DNA-damaging, immunostimulant, microtubule-inhibiting, or hormone agonist agents that trigger various anticancer pathways (<xref ref-type="bibr" rid="B31">FramptonMifamurtide, 2010</xref>; <xref ref-type="bibr" rid="B12">Barenholz, 2012</xref>; <xref ref-type="bibr" rid="B36">Gawde et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Fu et al., 2020</xref>). In hyperthermia events (to 40&#xb0;C&#x2013;45&#xb0;C), cells are susceptible to various forms of damage. Hyperthermia activates various immunological responses, enhances tumor blood flow and oxygenation through higher permeability and vascular perfusion, decreases oxygen consumption, and increases tissue oxygenation by a shift toward anaerobic metabolism. Every mentioned mechanism leads to the alteration of the extracellular microenvironment (<xref ref-type="bibr" rid="B20">Chatterjee et al., 2011</xref>). Cancer cells are more thermosensitive than normal healthy cells. Various types of nanostructure can be used for hyperthermia activity, including silica-gold and gold nanoshells, gold nanorods, core-shell gold NPs, solid gold NPs, and carbon nanotubes (<xref ref-type="bibr" rid="B23">Cherukuri et al., 2010</xref>; <xref ref-type="bibr" rid="B49">Kaur et al., 2016</xref>). One of other hyperthermia event, magnetic hyperthermia can convert the magnetic energy of magnetic NPs into heat energy in the magnetic field. Therefore, magnetic NPs (e.g., metal NPs) can target and kill cancer cells with low toxicity to normal cells. Moreover, a combination of NPs-based magnetic hyperthermia therapy and radiotherapy or chemotherapy can achieve higher thermosensitivity of cancer cells (<xref ref-type="bibr" rid="B74">Maeda, 2001</xref>; <xref ref-type="bibr" rid="B48">Jose et al., 2020</xref>). Photothermal therapy represents a minimally invasive procedure for cancer treatment. Photo-induced hyperthermia that converts light to heat can be achieved by pulsed and continuous waves or pulsed near-infrared laser irradiation in appropriate dosage (<xref ref-type="bibr" rid="B104">Sahu et al., 2018</xref>). For example, gold nanostars presented by star-shaped geometry show therapeutic potential in cancer. Their shape increases light absorption leading to high photon/light-to-heat conversion efficiency through the plasmonic effect. Subsequently, increased temperature causes cell damage at the tumor site (<xref ref-type="bibr" rid="B73">Liu et al., 2018a</xref>).</p>
<sec id="s3-1">
<title>3.1 Nanodrugs in cancer therapy</title>
<p>The US Food and Drug Administration (FDA) approved several nanodrugs for treating various cancer types. FDA-approved nanodrugs used in cancer therapy have different specific targets (e.g., DNA damage, immunostimulation, microtubule, protein synthesis, or hormone inhibition) or formulations. Some of them consist of metallic NPs (Aurimmune&#xae;, AuNPs&#xae;), polymer-drug conjugates (Eligard&#xae;, SMANCS), lipid-based nanoformulations (Marqibo&#xae;, Doxil&#xae;), recombinant virus (Gendicine&#xae;), drug targeted antibody (Kadcyla&#xae;), or herbal NPs (nanoformulated curcumin) (<xref ref-type="bibr" rid="B5">Alphand&#xe9;ry et al., 2015</xref>). In 1995, the first FDA-approved nanodrug was Doxil&#xae;, polyethylene glycol (PEG)ylated liposomal doxorubicin, indicated for the treatment of metastatic ovarian cancer and AIDS-related Kaposi&#x2019;s sarcoma (<xref ref-type="bibr" rid="B12">Barenholz, 2012</xref>). <xref ref-type="table" rid="T1">Table 1</xref> represents an overview of some FDA-approved nanodrugs used in cancer therapies.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>An overview of FDA-approved nanodrugs used in cancer therapies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Nanodrug</th>
<th align="center">Nanoformulation</th>
<th align="center">Cancer therapy</th>
<th align="center">Mechanism of action</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Abraxane&#xae;</td>
<td align="center">Nab-paclitaxel</td>
<td align="center">Advanced metastatic breast, lung, or pancreatic cancer</td>
<td align="center">Antimicrotubule agent</td>
<td align="center">
<xref ref-type="bibr" rid="B36">Gawde et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">AuNPs</td>
<td align="center">PEGylated gold NPs conjugated with anti-EGFR antibodies</td>
<td align="center">EGFR-overexpressing tumors (e.g., head and neck squamous cell carcinomas), and other solid tumors</td>
<td align="center">Targeting cells by coating with anti-EGFR monoclonal drug antibodies</td>
<td align="center">
<xref ref-type="bibr" rid="B133">Zhang et al. (2017),</xref> <xref ref-type="bibr" rid="B69">Liszbinski et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">Aurimune&#xae;</td>
<td align="center">PEGylated TNF-&#x3b1; coated gold nanospheres</td>
<td align="center">Solid tumors</td>
<td align="center">Immunostimulants, photothermally-activated physical and biological effects</td>
<td align="center">
<xref ref-type="bibr" rid="B66">Libutti et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="center">Doxil&#xae;</td>
<td align="center">PEGylated liposomal doxorubicin</td>
<td align="center">Metastatic ovarian cancer and AIDS-related Kaposi&#x2019;s sarcoma</td>
<td align="center">DNA damaging/synthesis inhibitor</td>
<td align="center">
<xref ref-type="bibr" rid="B12">Barenholz (2012)</xref>
</td>
</tr>
<tr>
<td align="center">Eligard&#xae;</td>
<td align="center">PEGylated leuprolide acetate</td>
<td align="center">Advanced prostate cancer</td>
<td align="center">A gonadotropin-releasing hormone agonist</td>
<td align="center">
<xref ref-type="bibr" rid="B32">Fu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">Gendicine&#xae;</td>
<td align="center">Recombinant human p53 adenovirus</td>
<td align="center">Head and neck squamous cell carcinoma</td>
<td align="center">Gene therapy for cancer patients with mutated p53 genes</td>
<td align="center">
<xref ref-type="bibr" rid="B95">Peng (2005)</xref>
</td>
</tr>
<tr>
<td align="center">Kadcyla&#xae;</td>
<td align="center">Trastuzumab emtansine</td>
<td align="center">Early HER2&#x2b; breast cancer</td>
<td align="center">Anti-HER2 monoclonal antibody</td>
<td align="center">
<xref ref-type="bibr" rid="B122">von Minckwitz et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Marqibo&#xae;</td>
<td align="center">Non-PEGylated liposomal vincristine</td>
<td align="center">Philadelphia chromosome-negative acute lymphoblastic leukemia, Hodgkin and Non-Hodgkin lymphoma, or lymphoid blast crisis of chronic myeloid leukemia</td>
<td align="center">Microtubules inhibitor</td>
<td align="center">
<xref ref-type="bibr" rid="B13">Below and M Das (2022)</xref>
</td>
</tr>
<tr>
<td align="center">MEPACT</td>
<td align="center">Liposomal muramyl tripeptide phosphatidyl ethanolamine</td>
<td align="center">Non-metastatic osteosarcoma</td>
<td align="center">Immunomodulator, activates monocytes, TNF-&#x3b1;, IL-1b, IL-6, IL-8, and IL-12, and macrophages</td>
<td align="center">
<xref ref-type="bibr" rid="B31">FramptonMifamurtide (2010)</xref>
</td>
</tr>
<tr>
<td align="center">MM302</td>
<td align="center">HER2-targeted PEGylated antibody&#x2013;liposomal doxorubicin</td>
<td align="center">Advanced HER2-positive breast cancers</td>
<td align="center">DNA damaging/synthesis inhibitor</td>
<td align="center">
<xref ref-type="bibr" rid="B77">Martin and L&#xf3;pez-Tarruella (2016)</xref>
</td>
</tr>
<tr>
<td align="center">Nanotherm&#xae;</td>
<td align="center">Iron oxide NPs coated with amino-silane</td>
<td align="center">Glioblastoma</td>
<td align="center">Magnetic hyperthermia therapy</td>
<td align="center">
<xref ref-type="bibr" rid="B75">Mahmoudi et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">Onivyde<sup>&#xae;</sup>
</td>
<td align="center">PEGylated liposomal irinotecan</td>
<td align="center">Metastatic pancreatic ductal adenocarcinoma</td>
<td align="center">DNA damaging, Single-strand breaks induction, the release of torsional strain by topoisomerase 1</td>
<td align="center">
<xref ref-type="bibr" rid="B30">Frampton (2020)</xref>
</td>
</tr>
<tr>
<td align="center">SMANCS</td>
<td align="center">Styrene-maleic acid copolymer-conjugated neocarzinostatin</td>
<td align="center">Advanced and recurrent hepatocellular carcinoma</td>
<td align="center">DNA damaging/synthesis inhibitor</td>
<td align="center">
<xref ref-type="bibr" rid="B2">Abe and Otsuki (2002)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<bold>Abbreviations:</bold> PEG, polyethylene glycol; nab, nanoparticle albumin-bound, TNF-&#x3b1;, tumor necrosis factor alpha; IL, interleukin; AIDS, acquired immune deficiency syndrome; EGFR, epidermal growth factor receptor; NPs, nanoparticles.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In addition to the above-mentioned mechanisms of action, the accumulation of NPs at the diseased site causes mitochondria damage and dysfunction, upregulation of apoptotic factors, DNA fragmentation, membrane damage of cancer cells, oxidation of enzymes and proteins, protein denaturation, disassembly of ribosomes, generation of reactive oxygen species (ROS), interruption of electron transport (<xref ref-type="bibr" rid="B102">Roy et al., 2019</xref>; <xref ref-type="bibr" rid="B11">Barabadi et al., 2020</xref>; <xref ref-type="bibr" rid="B21">Chaudhary et al., 2020</xref>). Moreover, the accumulation of NPs at the diseased site demonstrates the diagnostic potential because NPs can act as potential contrast agents for X-ray (gold NPs), magnetic resonance imaging (MRI) (magnetic NPs), computed tomography (CT) and MRI (hybrid NPs from iron oxide and gold) (<xref ref-type="bibr" rid="B109">Smith et al., 2012</xref>). Various NPs have been evaluated as potential contrast agents in cancer diagnostics; however, their clinical applications are limited, especially due to their insufficient assessment of biodegradation, elimination and toxicity (<xref ref-type="bibr" rid="B10">Baetke et al., 2015</xref>).</p>
<p>Furthermore, thanks to recent FDA approvals of lipid NP-loaded mRNA vaccines for the prevention of COVID-19, the lipid NP-based mRNA vaccines could represent promising way also in cancer therapy in near future (<xref ref-type="bibr" rid="B82">Miao et al., 2021</xref>). For example, lipid NP-based mRNA vaccine known as BI1361849 (CV9202) combined with local radiation evaluated in Ib clinical trial (NCT01915524) in patients (n &#x3d; 26) with stage IV of non-small cell lung cancer. In the majority of patients, the vaccine increased CD4&#x2b; and/or CD8&#x2b; T cells and BI1361849 antigen-specific immune responses (<xref ref-type="bibr" rid="B93">Papachristofilou et al., 2019</xref>). Similarly, enhanced immune responses in patients with stage IIIB/IV non-small cell lung cancer were observed after vaccine BI1361849 in combination with a checkpoint inhibitor, anti-CTLA-4 (tremlimumab) and anti-PD-L1 (duvalumab) in phase I/II study (NCT03164772) (<xref ref-type="bibr" rid="B106">Sebastian et al., 2019</xref>). In this way, other mRNA vaccines based on lipid NPs revealed potential in cancer immunotherapy of solid tumors (<xref ref-type="bibr" rid="B45">Huang et al., 2022</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 Phytochemical-based nanodrugs</title>
<p>Phytochemicals are biologically active compounds commonly found in plant-based food such as fruits, vegetables, grains, or nuts, exerting anticancer, antioxidant, anti-inflammatory, immunomodulatory, and other beneficial properties (<xref ref-type="bibr" rid="B18">Cencic and Chingwaru, 2010</xref>; <xref ref-type="bibr" rid="B53">Koklesova et al., 2020b</xref>). Phytochemicals are classified into five basic groups: phenolics, carotenoids, alkaloids, organosulfur, and nitrogen-containing compounds (<xref ref-type="bibr" rid="B72">Liu, 2004</xref>). <xref ref-type="fig" rid="F3">Figure 3</xref> describes the classification of phytochemicals into basic groups and subgroups.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Classification of phytochemicals.</p>
</caption>
<graphic xlink:href="fphar-14-1121950-g003.tif"/>
</fig>
<p>Several preclinical and clinical studies demonstrate the anticancer potential of phytochemicals alone or their combination or combination with other drugs in preventive and therapeutic cancer management (<xref ref-type="bibr" rid="B3">Abotaleb et al., 2018</xref>; <xref ref-type="bibr" rid="B53">Koklesova et al., 2020b</xref>; <xref ref-type="bibr" rid="B105">Samec et al., 2020</xref>). Therefore, phytochemicals are suitable for nanomedicine, specifically for conjugating with various NPs or for encapsulation into nanocarriers. These nanophyto-formulations demonstrate various potential health benefits in infectious, cardiovascular, and neurodegenerative diseases as well as cancer (<xref ref-type="bibr" rid="B88">Nazer et al., 2020</xref>; <xref ref-type="bibr" rid="B43">Hesari et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Bhattacharya et al., 2022</xref>; <xref ref-type="bibr" rid="B81">Melim et al., 2022</xref>).</p>
<p>Despite several FDA-approved nanodrugs for cancer therapy, for medical progress is still important to develop novel drugs or their alterations that could be more sensitive and effective with less side effects or specifically stratified for patients. After all, the aim of nanotechnology is enhancing the bioavailability, solubility, absorption, and controlled-release of drugs (<xref ref-type="bibr" rid="B94">Patra et al., 2018</xref>). Natural products represent the low cost, low resistance, less toxic, and effective compounds (<xref ref-type="bibr" rid="B25">Dhupal and Chowdhury, 2020</xref>). Moreover, phytochemical-based nanodrugs can overcome the chemotherapeutic resistance of CSCs or can resensitize them to therapy (<xref ref-type="bibr" rid="B19">Chan et al., 2018</xref>; <xref ref-type="bibr" rid="B107">Shen et al., 2021</xref>).</p>
</sec>
<sec id="s3-3">
<title>3.3 Phytochemical-based nanodrugs in cancer research</title>
<p>Various preclinical and clinical studies focused on the phytochemicals conjugated NPs, especially in cancer research.</p>
<sec id="s3-3-1">
<title>3.3.1 Gold NPs</title>
<p>Resveratrol-conjugated gold nanoparticles (Res-AuNPs) exerted synergistic anti-tumor effects in human breast, pancreatic, and prostate cancer cells. 3&#xd7; Res-AuNPs and 3&#xd7; Res-GA-AuNPs revealed cytotoxic effects, enhanced bioavalability and cellular uptake when compared with 1&#xd7; Res-AuNPs and 1&#xd7; Res-GA-AuNPs. In conclusion, Res-AuNPs enhanced phytochemical drug carrier capabilities as a potential application for cancer therapy (<xref ref-type="bibr" rid="B117">Thipe et al., 2019</xref>). Furthermore, Res-AuNPs and Resveratrol-nanoemulsion inhibited the growth of BxPC-3pancreatic cancer cells and altered cell cycle regulation and apoptotic events (<xref ref-type="bibr" rid="B46">Inbaraj et al., 2021</xref>).</p>
<p>Multifunctional and spherical 20&#xa0;nm AuNPs conjugated with withanolide-A, a phytocompound from <italic>Withania somnifera</italic>, demonstrated higher antiproliferative effects when compared with withanolide-A alone in the SKBR-3 breast cancer cell line (<xref ref-type="bibr" rid="B114">Tabassam et al., 2020</xref>).</p>
<p>Mango peel phytochemicals coated AuNPs and mangiferin, the most abundant phytochemical in mango peel, conjugated AuNPs were combined with plant phytochemicals from Amalaki (<italic>Emblica officinalis</italic>), Amra (<italic>Mangifera indica</italic>), Haridra (<italic>Curcumin longa</italic>), Babbula (<italic>Acacia nilotica</italic>), Yashtimadhu (<italic>Glycyrrhiza glabra</italic>) to create Nano Swarna Bhasma (NSB) drug. NSB drug revealed selective toxicity to MDA-MB-231 cancer cells, reduced tumor volume in MDA-MB-231 mice xenografts. Moreover, in a pilot clinical study, breast cancer patients demonstrated a partial response to the treatment without any disease progression. In summary, NSB therapy in patients with metastatic breast cancer exerted clinical benefits (<xref ref-type="bibr" rid="B52">Khoobchandani et al., 2020</xref>).</p>
<p>Silibinin-conjugated gold nanoparticles (Sb-AuNPs) effectively induced <italic>in vitro</italic> cell death against A549 lung cancer cells with long-term stability. The results showed that the efficacy of Sb improved 4&#x2013;5 times in inhibiting the cancer cells after the conjugation with AuNPs (<xref ref-type="bibr" rid="B100">Ravi et al., 2022</xref>).</p>
</sec>
<sec id="s3-3-2">
<title>3.3.2 Solid lipid NPs</title>
<p>The combination of curcumin and resveratrol solid lipid nanoparticles (Cur-Res-SLNs) inhibited cell migration of B16F10 melanoma cells. Moreover, Cur-Res-SLNs or Cur-Res solution (3:1) revealed strong synergism through the cell proliferation inhibition of SK-MEL-28 melanoma cells (<xref ref-type="bibr" rid="B92">Palliyage et al., 2021</xref>).</p>
<p>Moreover, erlotinib and quercetin-loaded solid lipid NPs (EQNPs) showed anticancer effects through increased cellular uptake of NPs.Moreover, EQNPs sensitized and enhanced the induction of apoptosis in Ertb-resistant A549/ER cells (<xref ref-type="bibr" rid="B34">Ganthala et al., 2022</xref>).</p>
</sec>
<sec id="s3-3-3">
<title>3.3.3 Chitosan NPs</title>
<p>Quercetin encapsulated chitosan functionalized copper oxide nanoparticle (CuO-ChNPs-Q) demonstrated potent anticancer activity <italic>in vitro</italic> and <italic>in vivo</italic>. CuO-ChNPs-Q demonstrated cytotoxic effect against liver, breast, and colorectal cancer cells but safety of CuO-ChNPs-Q on WI38 human normal lung fibroblasts. In <italic>vivo</italic> study, CuO-ChNPs-Q reduced the breast tumor volume and proliferation, arrested the cell cycle, and induced apoptosis in DMBA-induced female rats (<xref ref-type="bibr" rid="B28">Elsayed et al., 2021</xref>).</p>
<p>In another investigation, a hydrogel nanocomposite of chitosan, halloysite, and graphitic-carbon nitride (Ch-HNT-gC3N4) was prepared and loaded by quercetin using an emulsification process to achieve quercetin sustained-release. The prepared drug-loaded delivery system exhibited excellent encapsulation and loading effectiveness, cytotoxic effect, and enhanced apoptotic activity in MCF-7 breast cancer cells (<xref ref-type="bibr" rid="B103">Sabzini et al., 2022</xref>).</p>
<p>In a combined <italic>in vitro</italic> and <italic>in vivo</italic> experiment, Zhou and others (2022) developed a new nanocarrier called chitosan-gelatin-epigallocatechin-3-gallate (Ch-G-EGCG) for systemic si&#x2010;TMEM44&#x2010;AS1 delivery that can silence TMEM44&#x2010;AS1 gene expression in gastric cancer cells and boost 5&#x2010;FU sensitivity in gastric cancer cells (<xref ref-type="bibr" rid="B136">Zhou et al., 2022</xref>).</p>
</sec>
<sec id="s3-3-4">
<title>3.3.4 Poly (lactic-co-glycolic acid) NPs</title>
<p>In A549 and H1299 lung cancer cells, poly (lactic-co-glycolic acid) NPs loaded with epigallocatechin-3-gallate (PLGA-EGCG) demonstrated antiproliferative andapoptotic events. Furthermore, PLGA-EGCG-NPs decreased tumor volume and weight in the patient-derived xenograft model (<xref ref-type="bibr" rid="B132">Zhang et al., 2020</xref>).</p>
<p>Another study revealed that galactose-tailored poly (lactic-co-glycolic acid) NPs loaded with apigenin (API-GAL-NPs) exerted higher cellular internalization, cytotoxic and apoptotic effects in HepG2 human liver hepatocellular carcinoma cancer cells. In the diethylnitrosamine-induced hepatocellular carcinoma rat model, API-GAL-NPs reduced nodule formation and expression of matrix metalloproteinases and triggered apoptosis in the liver (<xref ref-type="bibr" rid="B33">Ganguly et al., 2021</xref>).</p>
</sec>
<sec id="s3-3-5">
<title>3.3.5 Iron NPs</title>
<p>Another research group fabricated quercetin-ferrum nanoparticles (Q-F NPs) to improve photothermal therapy (PTT) by modulating the tumor immunosuppressive microenvironment. The prepared nano-photosensitizer induced cancer cell destruction and tumor antigen release, which in turn, stimulated dendritic cell maturation and T-cell activation. Furthermore, the Q-F NPs-PTT-treated mice displayed notably extended survival time and potent anti-tumor immune memory to control tumor metastasis and recurrence (<xref ref-type="bibr" rid="B62">Li et al., 2022</xref>).</p>
</sec>
<sec id="s3-3-6">
<title>3.3.6 Folic acid and bovine serum albumin NPs</title>
<p>Difluorinated curcumin (CDF), a synthetic curcumin analog, encapsulated in folic acid and bovine serum albumin NPs (FA-BSA-CDF) and paclitaxel (PTX) encapsulated in folic acid and bovine serum albumin (FA-BSA-PTX) showed anticancer effect through targeting folate receptor and induction of apoptosis in folate overexpressing ovarian and cervical cancers. Separately treatment with either FA-BSA-PTX or FA-BSA-CDF decreased cell viability of SKOV-3 ovarian cancer and HeLa cervical cancer cells Furthermore, the combination of FA-BSA-PTX and FA-BSA-CDF revealed synergism and enhanced cancer cell-killing effect (<xref ref-type="bibr" rid="B36">Gawde et al., 2018</xref>).</p>
</sec>
<sec id="s3-3-7">
<title>3.3.7 Zinc oxide NPs</title>
<p>Another <italic>in vitro</italic> investigation presented quercetin-functionalized wurtzite-type zinc oxide (ZnO-Q) NPs with potent anticancer action against human ovarian cancer cells by inducing intercellular oxidative stress and depolarization of the mitochondrial membrane. Besides, the prepared formulation generated late apoptosis <italic>via</italic> activating the intrinsic apoptosis signaling pathway in PA-1 cells (<xref ref-type="bibr" rid="B99">Ramalingam et al., 2022</xref>).</p>
</sec>
<sec id="s3-3-8">
<title>3.3.8 Silica NPs</title>
<p>Resveratrol encapsulation into mesoporous silica nanoparticles (Res-MSNs) promoted its amorphization and enhanced drug release. Moreover, Res-MSNs reduced cell viability of human A375 and MNT-1 melanoma cells; however, with higher sensitivity in the amelanotic A375 cell line (<xref ref-type="bibr" rid="B76">Marinheiro et al., 2021</xref>).</p>
</sec>
<sec id="s3-3-9">
<title>3.3.9 Poly (Glycerol Sebacate) NPs</title>
<p>
<italic>In vitro</italic> study, curcumin-loaded nanoparticles of Poly (Glycerol Sebacate) (Cur-PGS-NPs) demonstrated cytotoxicity, altered cell cycle, and triggered apoptosis in human cervical cancer cells (<xref ref-type="bibr" rid="B78">Massironi et al., 2022</xref>).</p>
</sec>
<sec id="s3-3-10">
<title>3.3.10 Micelles</title>
<p>Curcumin encapsulated into monomethyl PEG-polylactide (Cur-MPEG-PLA) micelles demonstrated anticancer potential for melanoma treatment <italic>in vitro</italic> and <italic>in vivo</italic>. Cur-MPEG-PLA micelles inhibited proliferation, induced apoptosis, and enhanced cellular uptake in B16 and A375 melanoma cells. Moreover, in mice bearing B16 or A375 subcutaneous melanoma, treatment by Cur-MPEG-PLA micelles decreased tumor volumes and inhibited neovascularization in tumor tissues (<xref ref-type="bibr" rid="B123">Wang et al., 2017</xref>).</p>
<p>At the nanoscale, dual-targeted diosmin and berberine hydrochloride-loaded casein micelles (DSN/BRB-CAS MCs) revealed cytotoxicity in HepG2 cells and hepatocellular carcinoma-bearing mice. These micelles decreased cell necrosis, inhibited tumor proliferation, angiogenesis, inflammation, and induced apoptosis (<xref ref-type="bibr" rid="B1">Abdelmoneem et al., 2018</xref>).</p>
</sec>
<sec id="s3-3-11">
<title>3.3.11 Quantum dots</title>
<p>A phytochemical from some cruciferous vegetables called allyl isothiocyanate conjugated with silicon quantum dots (AITC- SiQDs) decreased cell viability in Caco-2 cells Moreover, AITC-SiQDs treatment caused a significant increase in ROS, induced DNA damage, and inhibited cell migration and tube formation in the 3D (HUVECs and MII perivascular cells) co-culture model (<xref ref-type="bibr" rid="B71">Liu et al., 2018b</xref>).</p>
</sec>
<sec id="s3-3-12">
<title>3.3.12 Green-synthetized NPs and carrier-free NPs</title>
<p>The green-synthesized selenium NPs using apigenin (SeNPs-API) reduced cell proliferation and viability in MCF-7 breast cancer cells. Moreover, the treatment with SeNPs-API increased oxidative stress and ROS production, and triggered apoptosis through modulation of pro-apoptotic and anti-apoptotic markers (<xref ref-type="bibr" rid="B4">Al-Otaibi et al., 2022</xref>).</p>
<p>Carrier-free nanodrug (ASP-UA NPs) based on hydrophobic interactions consisting of ursolic acid, a pentacyclic triterpenoid, and aspirin, a non-steroidal anti-inflammatory drug, demonstrated anticancer effects. ASP-UA NPs significantly decreased cell viability in melanoma, cervical, liver, and breast cancer cells. <italic>In vivo</italic> metastasis assay revealed that ASP-UA NPs inhibited lung metastasis in mice injected with H22 hepatocellular carcinoma mouse cells (<xref ref-type="bibr" rid="B61">Li et al., 2018</xref>).</p>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> describes the detailed anticancer effects of above-mentioned phytochemical-based nanodrugs. Interestingly, more than 300 clinical studies focused on nanotherapy in cancer research (<ext-link ext-link-type="uri" xlink:href="http://clinicaltrial.gov">clinicaltrial.gov</ext-link>); however, there is a lack of studies explicitly focused on phytochemical-based nanodrugs.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Anticancer effects of phytochemical-based nanodrugs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Phytochemical-based NPs</th>
<th align="center">NPs size</th>
<th align="center">NPs synthesis</th>
<th align="center">Study details</th>
<th align="center">Anticancer efficacy</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Res-AuNPs</td>
<td align="center">Res-AuNPs (56.1&#xa0;nm), Res-GA-AuNPs (64.1&#xa0;nm), 3 &#xd7; Res-AuNPs(107.7&#xa0;nm), 3 &#xd7; Res-GA-AuNPs (187.7&#xa0;nm)</td>
<td align="center">Resveratrol reduced Au<sup>3&#x2b;</sup>&#xa0;to Au<sup>0</sup>&#xa0;for the synthesis of Res-AuNPs, and gum arabic was used for further encapsulation of the NP surface</td>
<td align="center">MDA-MB-231 human breast, PANC-1 pancreatic, and PC-3 prostate cancer cells</td>
<td align="center">24-h incubation with Res-AuNPs at 42&#xa0;&#x3bc;g/mL: &#x2191; cellular internalization, &#x2191; drug carrier capabilities, &#x2191; bioavailability, &#x2193; cell viability</td>
<td align="center">
<xref ref-type="bibr" rid="B117">Thipe et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Res-MSNs</td>
<td align="center">Spheroidal (&#x223c;60&#xa0;nm) MSNs</td>
<td align="center">Synthesis based on (an aqueous) biphasic system</td>
<td align="center">Human A375 and MNT-1 melanoma cells</td>
<td align="center">&#x2191; Res amorphization, &#x2191; drug release, &#x2193; cell viability</td>
<td align="center">
<xref ref-type="bibr" rid="B76">Marinheiro et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">Cur-Res-SLNs</td>
<td align="center">180.2 &#xb1; 7.7&#xa0;nm in NPs diameter</td>
<td align="center">High-shear homogenization method</td>
<td align="center">B16F10 and SK-MEL-28 melanoma cells</td>
<td align="center">&#x2193; Cell migration, strong synergism, &#x2193; cell proliferation, higher drug release of Res compared to Cur, &#x2191; encapsulation efficiency and skin binding</td>
<td align="center">
<xref ref-type="bibr" rid="B92">Palliyage et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">Res-AuNPs and Res-nanoemulsion</td>
<td align="center">Mean particle size of Res-AuNPs (20.8 and 11.9&#xa0;nm) and Res-nanoemulsion (14.1&#xa0;nm)</td>
<td align="center">Res-AuNPs were prepared by heating and stirring the mixture until the solution color turned red, Res-nanoemulsion prepared by sonication of the mixture</td>
<td align="center">BxPC-3 pancreatic cancer cells</td>
<td align="center">&#x2193; Growth of BxPC-3 cells, modified cell cycle regulation, &#x2193; cyclin A, &#x2193; cyclin B, &#x2193; CDK1, &#x2193; CDK2, &#x2191; apoptosis, &#x2191; p53, &#x2191; p21, &#x2191; cytochrome c release, &#x2191; Bax, &#x2191; caspase-8, &#x2191; caspase-9, &#x2191; caspase-3, &#x2193; Bcl-2, &#x2191; cellular uptake</td>
<td align="center">
<xref ref-type="bibr" rid="B46">Inbaraj et al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Cur-MPEG-PLA</td>
<td rowspan="2" align="center">Spherical Cur-MPEG-PLA micelles (34.5&#xa0;nm)</td>
<td rowspan="2" align="center">Micelles synthesized by a single-step precipitation method</td>
<td rowspan="2" align="center">Murine B16 and human A375 melanoma cells; mice bearing B16 or A375 subcutaneous melanoma</td>
<td align="center">
<italic>In vitro</italic>: &#x2193; proliferation, &#x2193; Ki67, &#x2191; apoptosis, &#x2191; cellular uptake;</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B123">Wang et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="center">
<italic>In vivo</italic>: &#x2193; tumor volumes, &#x2193; neovascularization, &#x2193; FITC&#x2013;dextran uptake</td>
</tr>
<tr>
<td rowspan="3" align="center">FA-BSA-CDF and FA-BSA-PTX NPs</td>
<td rowspan="3" align="center">FA-BSA-CDF (197.8&#xa0;nm) and the FA-BSA-PTX (194.4&#xa0;nm)</td>
<td rowspan="3" align="center">NPs prepared by desolvation technique based on a reported coacervation process</td>
<td rowspan="3" align="center">SKOV-3 ovarian cancer and HeLa cervical cancer cells</td>
<td align="center">Targeting folate receptor, &#x2191; apoptosis</td>
<td rowspan="3" align="center">
<xref ref-type="bibr" rid="B36">Gawde et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">Separately treatment: &#x2193; cell viability</td>
</tr>
<tr>
<td align="center">Combination treatment: synergism and enhanced cancer cell killing effect</td>
</tr>
<tr>
<td align="center">Cur-loaded PGS-NPs</td>
<td align="center">Average size of PGS NPs: 121 &#xb1; 11&#xa0;nm&#x2009;- 124 &#xb1; 13&#xa0;nm</td>
<td align="center">Curcumin-loaded PGS-NPs prepared by nanoprecipitation</td>
<td align="center">Human HPV18&#x2b; and HeLa cervical cancer cells</td>
<td align="center">&#x2191; cytotoxicity, &#x2191; apoptosis, &#x2191; p53, &#x2191; p21, &#x2191; Bax, &#x2193; viral HPV E6 oncogene, &#x2191; caspase-3, &#x2191; PARP, cell cycle arrest</td>
<td align="center">
<xref ref-type="bibr" rid="B78">Massironi et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">AuNPs &#x2b; withanolide-A</td>
<td align="center">29.73 &#xb1; 0.650&#xa0;nm</td>
<td align="center">Chemical synthesis of withanolide-A 10&#xa0;&#x3bc;g/mL with spherical 20&#xa0;nm AuNP solution by Turkevich method</td>
<td align="center">SKBR-3 breast cancer cells</td>
<td align="center">&#x2191; Antiproliferative effects, &#x2193; cell growth, &#x2191; cellular uptake&#x2193; cell viability at the concentration of 40&#xa0;&#x3bc;g/mL: AuNPs &#x2b; withanolide-A (30%), withanolide-A alone (45%)</td>
<td align="center">
<xref ref-type="bibr" rid="B114">Tabassam et al. (2020)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">
<italic>Nano Swarna Bhasma</italic> drug</td>
<td rowspan="2" align="center">Core size (35 &#xb1; 2&#xa0;nm), hydrodynamic size of MGF-AuNPs (55 &#xb1; 5&#xa0;nm), and hydrodynamic size of MP-AuNPs (65 &#xb1; 5&#xa0;nm)</td>
<td rowspan="2" align="center">NPs synthesized by redox reactions - electrons from phytochemicals reduced gold salt to the corresponding AuNPs</td>
<td align="center">Preclinical study: MDA-MB-231 breast cancer cells and HAECs human aortic endothelial cells, SCID female mice were inoculated with MDA-MB-231 cells</td>
<td align="center">&#x2191; anti&#x2010;inflammatory, &#x2191; anticancer, &#x2191; antioxidant activities, &#x2191; selectively toxicity of cancer cells, &#x2193; toxicity of normal cells, &#x2193; tumor volume</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B52">Khoobchandani et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">Clinical pilot study: patients with breast cancer - Arm A (standard of Care drugs) (n &#x3d; 3), Arm B (standard of care treatment along with the NSB drug) (n &#x3d; 3) for 12 weeks</td>
<td align="center">Clinical benefits, partial response to treatment, no progression of disease, mild severity of adverse events</td>
</tr>
<tr>
<td align="center">AITC- SiQDs</td>
<td align="center">From 11.85 &#xb1; 0.05 to 22.70 &#xb1; 0.50&#xa0;nm</td>
<td align="center">NPs synthesized by galvanostatic anodization of porous silicon layer</td>
<td align="center">HUVECs, HepG2 hepatocellular carcinoma, murine MII perivascular, Caco-2 colorectal adenocarcinoma cells</td>
<td align="center">&#x2193; Cell viability, &#x2191; ROS, &#x2191; Nrf2 translocation into nucleus, &#x2193; cell migration, &#x2193; tube formation higher dose: &#x2191; DNA damage, &#x2193; DNA repair protein Ku70</td>
<td align="center">
<xref ref-type="bibr" rid="B71">Liu et al. (2018b)</xref>
</td>
</tr>
<tr>
<td align="center">BRB/DSN-CAS MCs</td>
<td align="center">CAS-MCs (186.7&#x2013;295.4&#xa0;nm), BRB/DSN-CAS MCs (253.1 &#xb1; 0.38&#xa0;nm)</td>
<td align="center">Micelles are prepared by stirring in methanolic solution to the resultant micellar dispersion</td>
<td align="center">Mice with hepatocellular carcinoma, HepG2 liver cancer cells</td>
<td align="center">&#x2193; NF-&#x3ba;B, &#x2193; TNF-&#x3b1;, &#x2193; tumor proliferation, &#x2193; Ki67, &#x2193; angiogenesis, &#x2193; VEGF, &#x2193; inflammation, &#x2193; COX-2, &#x2191; apoptosis, &#x2191; caspase-3</td>
<td align="center">
<xref ref-type="bibr" rid="B1">Abdelmoneem et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">Asp-UA NPs</td>
<td align="center">Asp-UA NPs in methanol 231.1&#xa0;nm (200&#xa0;&#x3bc;M), 186.4&#xa0;nm (100&#xa0;&#x3bc;M), 101.7&#xa0;nm (50&#xa0;&#x3bc;M)</td>
<td align="center">Chemical and ultrasound synthesis of Asp-UA NPs</td>
<td align="center">B16F10 melanoma, HeLa cervical, HepG2 liver, and MCF7 breast cancer cell lines</td>
<td align="center">&#x2193; cell viability, &#x2193; metastasis, &#x2193; cancer nodules on lung surfaces, &#x2191; cellular uptake</td>
<td align="center">
<xref ref-type="bibr" rid="B61">Li et al. (2018)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">CuO-ChNPs-Q</td>
<td rowspan="2" align="center">Spherical CuONPs with a size 26 &#xb1; 3&#xa0;nm and CuO-ChNPs-Q with size about 50 &#xb1; 3&#xa0;nm</td>
<td rowspan="2" align="center">CuONPs prepared by precipitation method using copper nitrate (Cu(NO3)2) and copper chloride (CuCl2), Q solution gradually added to functionalized CuONPs during stirring with magnetic starrier to CuO-ChNPs-Q preparation</td>
<td rowspan="2" align="center">HepG-2 liver, MCF-7 breast, and CaCo-2 colorectal cancer human cell lines and WI38 human normal lung fibroblasts; DMBA-induced mammary carcinoma in female Sprague-Dawley rats</td>
<td align="center">
<italic>In vitro</italic>: &#x2191; cytotoxic effect incancer cells, safety in WI38 normal cells</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B28">Elsayed et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">
<italic>In vivo:</italic> &#x2193; breast tumor weight and volume, &#x2193; proliferation, &#x2193; PCNA gene, &#x2191; apoptosis, &#x2191; p53, &#x2191; cytochrome c release, &#x2191; caspase-3, arrested cell-cycle at G2/M phase</td>
</tr>
<tr>
<td align="center">EQNPs</td>
<td align="center">87.3 &#xb1; 0.78&#xa0;nm</td>
<td align="center">NPs synthesized by CS-MA-TPGS polymer and hot homogenization method</td>
<td align="center">A549 and NCI-H460 lung cancer cells</td>
<td align="center">&#x2191; Cellular uptake, &#x2193; P-gp, &#x2193; nEGFR, &#x2191; apoptosis</td>
<td align="center">
<xref ref-type="bibr" rid="B34">Ganthala et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Ch-HNT-g-C3N4-Q NPs</td>
<td align="center">Average particle size: 454.65&#xa0;nm</td>
<td align="center">NPs prepared by stirring process (ultrasonic bath)</td>
<td align="center">MCF-7 breast cancer cells</td>
<td align="center">&#x2191; Cytotoxicity, &#x2191; apoptosis</td>
<td align="center">
<xref ref-type="bibr" rid="B103">Sabzini et al. (2022)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Q-F NPs</td>
<td rowspan="2" align="center">160 &#xb1; 25&#xa0;nm</td>
<td rowspan="2" align="center">NPs prepared by dissolution technique</td>
<td rowspan="2" align="center">DC2.4 dendritic cells, B16F10 melanoma, and 4T1 mouse breast cancer cells; male C57BL/6 mice and Balb/c mice inoculated with B16F10 cells</td>
<td align="center">
<italic>In vitro:</italic> &#x2191; Photothermal therapy, modulating the tumor immunosuppressive microenvironment, cancer cell destruction, tumor antigen release, &#x2191; dendritic cell maturation, &#x2191; T cells activation, &#x2193; PD-L1</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B62">Li et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">
<italic>In vivo:</italic> &#x2191; survival time, potent anti-tumor immune memory to control tumor metastasis and recurrence</td>
</tr>
<tr>
<td align="center">ZnO-Q NPs</td>
<td align="center">Average size: 20&#x2013;25&#xa0;nm</td>
<td align="center">NPs prepared by dissolution technique</td>
<td align="center">PA-1 human ovarian cancer cells</td>
<td align="center">&#x2191; Intercellular oxidative stress, depolarization of the mitochondrial membrane, &#x2191; late apoptosis, activation of intrinsic apoptosis signaling pathway</td>
<td align="center">
<xref ref-type="bibr" rid="B99">Ramalingam et al. (2022)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">PLGA-EGCG-NPs</td>
<td rowspan="2" align="center">175.8 &#xb1; 3.8&#xa0;nm in size</td>
<td rowspan="2" align="center">NPs synthesized by the oil-in-water emulsion solvent evaporation technique</td>
<td rowspan="2" align="center">A549 and H1299 lung cancer cells and patient-derived xenograft model (male NOD/SCID mice)</td>
<td align="center">
<italic>In vitro</italic>: &#x2193; proliferation, &#x2191; apoptosis, &#x2193; NF-&#x3ba;B, &#x2193; C-MYC, &#x2193; Cyclin D1, &#x2193; Bcl-2, &#x2193; Bcl-xL, &#x2193; COX-2, &#x2193; TNF-&#x3b1;, &#x2193; TWIST1, &#x2193; MMP2</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B132">Zhang et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">
<italic>In vivo:</italic> &#x2193; tumor volume, &#x2193; tumor weight, &#x2193; Ki67, &#x2193; phospho-NF-&#x3ba;B</td>
</tr>
<tr>
<td align="center">Ch-G-EGCG NPs</td>
<td align="center">Average size: 141 &#xb1; 21&#xa0;nm</td>
<td align="center">NPs prepared by dissolution technique</td>
<td align="center">HGC&#x2010;27 and MKN&#x2010;45 gastric cancer cells; HGC&#x2010;27/R or MKN&#x2010;45/R cells xenograft model (BALB/c female nude mice)</td>
<td align="center">Systemic si&#x2010;TMEM44&#x2010;AS1 delivery, reverse 5&#x2010;FU resistance, &#x2193; cell viability, &#x2191; apototsis, &#x2191; P53 signaling pathway</td>
<td align="center">
<xref ref-type="bibr" rid="B136">Zhou et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Sb-AuNPs</td>
<td align="center">AuNPs: 107 &#xb1; 9&#xa0;nm, silibinin GNPs nanoconjugates: 163 &#xb1; 5&#xa0;nm</td>
<td align="center">AuNPs synthesized by trisodium citrate dihydrate (reducing agent) and subsequently conjugation with silibinin</td>
<td align="center">A549 lung cancer cells</td>
<td align="center">&#x2191; Cell death, long-term stability, arrest the growth of cancer cells in G1 phase</td>
<td align="center">
<xref ref-type="bibr" rid="B100">Ravi et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">SeNPs-API</td>
<td align="center">Mean diameter of 124.3&#xa0;nm</td>
<td align="center">Green-synthesized SeNPs-API prepared by swirling together for 24&#xa0;h at room temperature</td>
<td align="center">MCF-7 breast cancer cells</td>
<td align="center">&#x2193; Cell proliferation, &#x2193; cell viability, &#x2191; oxidative stress, &#x2191; ROS, &#x2191; apoptosis, &#x2193; Bcl-2, &#x2191; Bax, &#x2191; caspase-3, &#x2191; cytochrome c release, &#x2191; DNA damage</td>
<td align="center">
<xref ref-type="bibr" rid="B4">Al-Otaibi et al. (2022)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">API-GAL-NPs</td>
<td rowspan="2" align="center">NPs size according to used method: FESEM (60&#x2013;120&#xa0;nm) and TEM (85&#x2013;160&#xa0;nm) method</td>
<td rowspan="2" align="center">API-GAL-NPs prepared by using nanoprecipitation technique</td>
<td rowspan="2" align="center">HepG2 human liver hepatocellular carcinoma cancer cells and DEN-induced hepatocellular carcinoma rat model</td>
<td align="center">
<italic>In vitro</italic>: &#x2191; cellular internalization, &#x2191; cytotoxic effects, &#x2191; apoptosis</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B33">Ganguly et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">
<italic>In vivo</italic>: &#x2193; nodule formation, &#x2193; MMP-2, &#x2193; MMP-9, &#x2191; apoptosis, &#x2191; P53, &#x2191; Bax, &#x2193; Bcl-2, &#x2193; Bcl-xL</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<bold>Explanatory notes</bold>: &#x2191; increased; &#x2193; decreased.</p>
</fn>
<fn>
<p>
<bold>Abbreviations</bold>: NPs, nanoparticles; Res-AuNPs, resveratrol-conjugated gold nanoparticles; AITC- SiQDs, allyl isothiocyanate-conjugated with silicon quantum dots; HUVECs, human umbilical vein endothelial cells; Nrf2, nuclear factor erythroid 2&#x2013;related factor 2; BRB, berberine hydrochloride; DSN, diosmin; CAS MCs, casein micelles; NF-&#x3ba;B, nuclear factor-kappa B, TNF-&#x3b1;, tumor necrosis factor alpha; VEGF, vascular endothelial growth factor; COX-2, cycloxogenase-2; Ki67, proliferation marker; Asp, aspirin; UA, ursolic acid; MP-AuNPs, mango peel phytochemicals coated gold nanoparticles; MGF-AuNPs, mangiferin conjugated gold nanoparticles; FA, folic acid; BSA, bovine serum albumin; CDF, difluorinated curcumin; PTX, paclitaxel; GA, gum arabic; Cur, curcumin; SLNs, solid lipid nanoparticles; MSNs, mesoporous silica nanoparticles; MPEG, monomethyl polyethylene glycol; PLA, poly lactide; CuO-ChNPs-Q, quercetin encapsulated chitosan functionalized copper oxide nanoparticle; PCNA, proliferating cell nuclear antigen; PLGA, poly (lactic-co-glycolic acid); EGCG, epigallocatechin-3-gallate; EQNPs, erlotinib and quercetin loaded solid lipid NPs; P-gp, P-glycoprotein; nEGFR, nuclear epidermal growth factor receptor; SeNPs-apigenin, green-synthesized selenium nanoparticles using apigenin; ROS, reactive oxygen species; Bcl-2, anti-apoptotic gene; API-GAL-NPs, galactose-tailored PLGA NPs, loaded with apigenin; DEN, diethylnitrosamine; MMP, matrix metalloproteinase; Res-AuNPs, resveratrol-gold nanoparticles; Cur-loaded PGS-NPs, curcumin-loaded nanoparticles of Poly (Glycerol Sebacate); Ch-HNT-g-C3N4-Q NPs, chitosan-halloysite-graphitic-carbon nitride-quercetin nanoparticles; Q-F NPs, quercetin-ferrum nanoparticles; ZnO-Q NPs, wurtzite-type zinc oxide-quercetin nanoparticles; 5&#x2010;FU, 5&#x2010;fluorouracil; Ch-G-EGCG, chitosan-gelatin-epigallocatechin-3-gallate; Sb-AuNPs, silibinin-conjugated gold nanoparticles.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3-4">
<title>3.4 Phytochemical-based nanodrugs targeting CSCs</title>
<p>CSCs, a subgroup of cells within the tumor, often cause tumors to recur and progress, consequently contributing to cancer cells&#x2019; migration and metastasis. CSCs are also associated with heterogeneously demonstrated resistance (<xref ref-type="bibr" rid="B60">Lathia et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Babaei et al., 2021</xref>). To overcome the drug resistance of CSCs, combining two or more chemotherapeutic agents or multiple treatment modalities represents the potential anticancer strategy. One of the main strategies for overcoming or eliminating the resistance of CSCs to several drugs is represented by NPs-based drugs (<xref ref-type="bibr" rid="B124">Wang et al., 2015</xref>; <xref ref-type="bibr" rid="B125">Wang and He, 2018</xref>). The below studies focused on specifically designed phytochemical-based nanodrugs as promising tools against CSCs.</p>
<p>ALDH enzyme that converts aldehydes into carboxylic acids is highly expressed in hematopoietic stem and progenitor cells. Curcumin-loaded chitosan-PLGA-NPs modified with sialic acid and with anti-aldehyde dehydrogenase (Cur-Ch-PLGA-SA-anti-ALDH NPs) revealed anticancer potential against the proliferation of glioblastoma cells and brain CSCs. Interestingly, sialic acid on the surface of NPs helped permeate the blood-brain barrier using N-acetylglucosamine in human brain CSCs and U87MG glioblastoma cells (<xref ref-type="bibr" rid="B59">Kuo et al., 2019</xref>). Furthermore, CD123 is expressed explicitly in leukemic CSCs. Specifically designed NPs anti-CD123-Curcumin NPs (anti-CD123-Cur-NPs) increased cellular uptake and induced higher apoptosis in KG-1a human acute myeloid leukemia cells when compared with Cur-NPs, suggesting that anti-CD123-Cur-NPs successfully targeted leukemic CSCs (<xref ref-type="bibr" rid="B90">Nirachonkul et al., 2021</xref>). Impressively, a co-delivery system consisting of hyaluronic acid lipoid on the surface of hydrophobic PLGA NPs with paclitaxel as a chemotherapy agent and curcumin as the selective inhibitor of CSCs (HA-PLGA-PTX-Cur NPs) targeted breast CSCs through the interaction between hyaluronic acid lipid and the CD44 receptor on the membrane of breast CSCs leading to anticancer effects <italic>via</italic> reduced breast CSC population and inhibited their mammosphere formation and migration. Moreover, treatment with mentioned co-delivery system reduced the expression of ALDH1 in MCF7 mammospheres. In MCF7 mice xenografts, the co-delivery system enhanced anticancer efficacy through synergistic inhibition of the growth of non-breast CSCs and breast CSCs (<xref ref-type="bibr" rid="B130">Yang et al., 2017</xref>). Another study showed that curcumin combined with glucose nanogold particles (Cur-Glu-AuNPs) reduced radiotherapy resistance in targeted breast CSCs. In MCF-7 and MDA-MB-231 mammospheres, treatment with Cur-Glu-AuNPs was also associated with induced apoptosis followed by G0/G1 phase cell cycle arrest, increased ROS level, and reduced hypoxia-inducible factor-1 alpha (HIF-1&#x3b1;) and heat shock protein 90 (HSP90) expressions (<xref ref-type="bibr" rid="B129">Yang et al., 2020</xref>). Furthermore, 3,4-difluorobenzylidene curcumin loaded hyaluronic acid-copoly (styrene maleic acid) (DFBCur-HA-SMA) nanomicelles demonstrated anticancer properties against MiaPaCa-2 and AsPC-1 human pancreatic cancer cells. Treatment improved cellular internalization of nanomicelles in CD44&#x2b;/CD133&#x2b;/EpCAM &#x2b; pancreatic CSCs compared to CD44-/CD133-/EpCAM- CSCs. Moreover, DFBCur-HA-SMA nanomicelles reduced the expression of CD44 and NF-&#x3ba;B, leading to anti-proliferative and anti-invasive effects (<xref ref-type="bibr" rid="B50">Kesharwani et al., 2015</xref>). Moreover, curcumin combined with naringenin loaded dextran-coated magnetic nanoparticles (Cur-Nar-D-MNPs) inhibited cell proliferation and induced apoptosis through ROS production, increased P53 and P21, and decreased TNF&#x3b1; and CD44 in MCF-7 human breast cancer cells. Furthermore, CUR-NAR-D-MNPs reduced the tumor volume and caused the cell cycle arrest in DMBA-induced mammary tumor in rats (<xref ref-type="bibr" rid="B7">Askar et al., 2021</xref>). Additionally, GANT61, a hexahydro pyrimidine derivative, can target CSCs of different types of human cancers through the GLI1 protein of the Hedgehog pathway. Encapsulated GANT61 and curcumin in PLGA NPs (GANT1-Cur-PLGA NPs) reduced cell viability, proliferation, induced autophagy by the formation of autophagosomes and autophagic flux, and triggered apoptosis in MCF-7 breast adenocarcinoma cell line. Treatment also reduced the nuclear expression of GLI1 and EGFR expression on the cellular membrane, cytoplasm, and the nucleus. Moreover, GANT1-Cur-PLGA NPs inhibited the downstream target proteins Bmi-1 and PI3K of Hedgehog and EGFR pathways (<xref ref-type="bibr" rid="B16">Borah et al., 2020</xref>).</p>
<p>Resveratrol NPs decreased metastatic markers CD133, ALDH1, CXCR4 in CSCs-enriched oral cancer cells leading to a reduction in the invasion, proliferation, and growth of CSCs. Moreover, a detailed study on fertilized chick embryos and mice xenografts confirmed that Resveratrol NPs depleted nitric oxide production and decreased angiogenesis and metastasis (<xref ref-type="bibr" rid="B96">Pradhan et al., 2021</xref>).</p>
<p>The combination of docetaxel- and sulforaphane-loaded PLGA-hyaluronic acid based NPs (DTX-SFN-PLGA-HA NPs) inhibited breast CSCs through decreased expression of cyclin D1 and &#x3b2;-catenin in MCF-7 breast cancer cells but was less effective in MCF-7 mammospheres with an epithelial-specific antigen (ESA)&#x2b;CD44<sup>&#x2b;</sup>CD24<sup>&#x2212;</sup> phenotype. Moreover, the treatment exerted substantial anticancer effects by inhibiting the self-renewal ability of breast CSCs in MCF-7 mice xenografts (<xref ref-type="bibr" rid="B44">Huang et al., 2016</xref>). Another study showed that sulforaphane-loaded the mineralized hyaluronic acid-SS-tetradecyl NPs (SFN/M-HA-SS-TA) inhibited breast CSCs through their specific CD44<sup>&#x2b;</sup> targeting and reduced CD44 and CD133 expression, expression of polycomb complex protein involved in the self-renewal of breast CSCs (Bmi1), and breast CSC-like properties, including tumor growth, invasiveness, and self-renewal in MDA-MB-231, Hs578t, and MCF7 cells and MDA-MB-231 mice xenografts (<xref ref-type="bibr" rid="B39">Gu et al., 2021</xref>).</p>
<p>Nanoliposomal quercetin combined with CD133 antiserum targeted CD44 and CD133 and decreased expression of NF-&#x3ba;Bp65, histone deacetylase 1 (HDAC1), and cyclin D1, increased the expression of caspase-3 and E-cadherin in Eca109/9706 esophageal carcinoma cells (<xref ref-type="bibr" rid="B135">Zheng et al., 2014</xref>).</p>
<p>Encapsulated icariin and curcumin in polymer oligomeric hyaluronic acid-hydrazone bond-folic acid-biotin micelles targeted MCF-7 cells and breast CSCs through CD44, folic acid, and/or biotin and inhibited cancer cell invasion (<xref ref-type="bibr" rid="B70">Liu et al., 2019</xref>).</p>
<p>
<xref ref-type="bibr" rid="B111">Sun et al. (2015)</xref> showed that all-trans-retinoic acid and doxorubicin NPs (ATRA-DOX-NPs) could simultaneously deliver the drug to both non-CSCs and breast CSCs to differentiate. ATRA NPs caused CSCs to differentiate into non-CSCs through reduced self-renewal capacity. Treatment also increased sensitivity to chemotherapy (DOX NPs). Therefore, combination therapy consisting of ATRA-DOX-NPs enhanced anticancer properties. NPs increased ATRA and DOX cellular uptake in ALDH<sup>hi</sup> population MDA-MB-231 mammosphere cells and inhibited the cancer-initiating activity of CSCs. Moreover, ATRA-DOX-NPs decreased the expression of stemness-associated genes <italic>Nanog</italic>, <italic>Sox2,</italic> and <italic>Oct4</italic>.</p>
<p>
<xref ref-type="table" rid="T3">Table 3</xref> summarizes the preclinical evidence of phytochemical-based nanodrugs with potential targeting CSCs. Several studies revealedthe anticancer properties of phytochemical-based nanodrugs; however, only limited studies described their potential in the specific targeting of CSCs. Therefore, a more detailed molecular analysis of their anticancer effects, including CSCs, should be used that can reverse resistance to therapy or prevent migration and metastasis. <xref ref-type="fig" rid="F4">Figure 4</xref> illustrated the role of phytochemical-based nanodrugs in targeting CSCs.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Phytochemical-based nanodrugs targeting CSCs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Phytochemical-based nanodrug</th>
<th align="center">Study details</th>
<th align="center">Anticancer effects</th>
<th align="center">Targeting CSCs</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Cur-Ch-PLGA-SA-anti-ALDH NPs</td>
<td align="center">Human brain CSCs and U87MG glioblastoma cells</td>
<td align="center">&#x2193; Proliferation, &#x2191; permeation of the blood-brain barrier</td>
<td align="center">ALDH, brain CSCs</td>
<td align="center">
<xref ref-type="bibr" rid="B59">Kuo et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Anti-CD123-Cur-NPs</td>
<td align="center">KG-1a human acute myeloid leukemia cells</td>
<td align="center">&#x2191; Cellular uptake, &#x2191; apoptosis</td>
<td align="center">CD123, leukemic CSCs</td>
<td align="center">
<xref ref-type="bibr" rid="B90">Nirachonkul et al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Co-delivery system of HA-PLGA-PTX-Cur NPs</td>
<td rowspan="2" align="center">MCF-7 mammospheres and Balb/c nude mice bearing MCF7 tumors</td>
<td rowspan="2" align="center">&#x2193; Breast CSC population, &#x2193; mammosphere formation, &#x2193; migration, &#x2193; growth</td>
<td align="center">CD44, ALDH1, breast CSCs</td>
<td rowspan="2" align="center">
<xref ref-type="bibr" rid="B130">Yang et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="center">
<italic>In vivo:</italic> &#x2193; growth non-breast CSCs and breast CSCs</td>
</tr>
<tr>
<td align="center">Cur-Glu-AuNPs</td>
<td align="center">MCF-7 and MDA-MB-231 mammospheres</td>
<td align="center">&#x2191; Apoptosis, G0/G1 phase cell cycle arrest, &#x2191; ROS, &#x2193; HIF-1&#x3b1;, &#x2193; HSP90</td>
<td align="center">&#x2193; Radiotherapy resistance of breast CSCs</td>
<td align="center">
<xref ref-type="bibr" rid="B129">Yang et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">DFBCur-HA-SMA nanomicelles</td>
<td align="center">MiaPaCa-2 and AsPC-1 human pancreatic cancer cells</td>
<td align="center">&#x2191; Cellular internalization, &#x2193; proliferation, &#x2193; invasiveness, &#x2193; CD44, &#x2193; NF-&#x3ba;B</td>
<td align="center">&#x2193; CD44, CD133, EpCAM</td>
<td align="center">
<xref ref-type="bibr" rid="B50">Kesharwani et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="center">Cur-Nar-D-MNPs</td>
<td align="center">MCF-7 human breast cancer cells and DMBA-induced mammary tumor in rats</td>
<td align="center">&#x2193; proliferation, &#x2191; apoptosis, &#x2191; ROS, &#x2191; P53, &#x2191; P21, &#x2193; TNF&#x3b1;, &#x2193; tumor volume, cell cycle arrest</td>
<td align="center">&#x2193; CD44</td>
<td align="center">
<xref ref-type="bibr" rid="B7">Askar et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">GANT1-Cur-PLGA NPs</td>
<td align="center">MCF-7 breast adenocarcinoma cell line</td>
<td align="center">&#x2193; cell viability, &#x2193; proliferation, &#x2191; autophagy, &#x2191; formation of autophagosomes and autophagic flux, &#x2191; apoptosis</td>
<td align="center">&#x2193; GLI1, &#x2193; EGFR, &#x2193; Bmi1, &#x2193; PI3K, (Hedgehog signaling and EGFR pathways)</td>
<td align="center">
<xref ref-type="bibr" rid="B16">Borah et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">Resveratrol-NPs</td>
<td align="center">H-357 oral cancer cells, fertilized chick embryo, and female Balb/c mice xenografts</td>
<td align="center">&#x2193; Invasion, &#x2193; proliferation, &#x2193; growth, &#x2193; angiogenesis, &#x2193; metastasis, &#x2193; nitric oxide production</td>
<td align="center">&#x2193; CD133, &#x2193; ALDH1, &#x2193; CXCR4</td>
<td align="center">
<xref ref-type="bibr" rid="B96">Pradhan et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">DTX-SFN-PLGA-HA NPs</td>
<td align="center">MCF-7 breast cancer cells and mammospheres, MCF-7 female Balb/c nude mice xenografts</td>
<td align="center">&#x2193; Self-renewal ability, &#x2191; cellular uptake, &#x2193; cyclin D1, &#x2193; &#x3b2;-catenin</td>
<td align="center">&#x2193; Breast CSCs, ESA, CD44</td>
<td align="center">
<xref ref-type="bibr" rid="B44">Huang et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="center">SFN/M-HA-SS-TA</td>
<td align="center">MDA-MB-231, Hs578t, and MCF7 breast cancer cells, MDA-MB-231 Balb/C nude mice xenografts</td>
<td align="center">&#x2193; tumor growth, &#x2193; invasiveness, &#x2193; self-renewal</td>
<td align="center">Breast CSCs, &#x2193; CD44, &#x2193; CD133, &#x2193; Bmi1</td>
<td align="center">
<xref ref-type="bibr" rid="B39">Gu et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">Quercetin-anti-CD133</td>
<td align="center">Eca109/9706 esophageal carcinoma cells</td>
<td align="center">&#x2193; NF-&#x3ba;Bp65, &#x2193; HDAC1, &#x2193; cyclin D1, &#x2191; caspase-3, &#x2191; E-cadherin</td>
<td align="center">CD44, CD133</td>
<td align="center">
<xref ref-type="bibr" rid="B135">Zheng et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="center">ICA-Cur-Bio-oHA-Hyd-FA micelles</td>
<td align="center">MCF-7 cells and breast CSCs</td>
<td align="center">&#x2191; Cellular uptake, &#x2193; invasion, targeted through CD44, FA and biotin</td>
<td align="center">breast CSCs, CD44</td>
<td align="center">
<xref ref-type="bibr" rid="B70">Liu et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">ATRA-DOX-NPs</td>
<td align="center">ALDH<sup>hi</sup> population MDA-MB-231 mammosphere cells</td>
<td align="center">Simultaneous delivery to non-CSCs and breast CSCs, &#x2191; cellular uptake &#x2191; CSCs differentiation, &#x2193; self-renewal capacity, &#x2191; sensitivity to chemotherapy &#x2193; <italic>Nanog</italic>, &#x2193; <italic>Sox2,</italic> &#x2193; <italic>Oct4,</italic> &#x2193; cancer initiating activity of CSCs.</td>
<td align="center">Breast CSCs, ALDH</td>
<td align="center">
<xref ref-type="bibr" rid="B111">Sun et al. (2015)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<bold>Explanatory notes</bold>: &#x2191; increased; &#x2193; decreased.</p>
</fn>
<fn>
<p>
<bold>Abbreviations</bold>: CSCs, cancer stem cells; SA, sialic acid; ALDH, aldehyde dehydrogenase; PLGA, poly (lactic-co-glycolic acid); Cur, curcumin; HA, hyaluronic acid; PTX, paclitaxel; Cur-Glu-AuNPs, curcumin combined with glucose nanogold particles; ROS, reactive oxygen species; HIF-1&#x3b1;, hypoxia-inducible factor-1, alpha; HSP90, heat shock protein 90; ESA, epithelial specific antigen; DTX, docetaxel; SFN, sulforaphane; M-HA-SS-TA, mineralized hyaluronic acid-SS-tetradecyl; Bmi1, polycomb complex protein; HDAC1, histone deacetylase 1; NF-&#x3ba;B, nuclear factor-kappa B; ICA, icariin; Bio-oHA-Hyd-FA, polymer oligomeric hyaluronic acid-hydrazone bond-folic acid-biotin; DFBCur, 3,4-difluorobenzylidene curcumin; SMA, copoly (styrene maleic acid); ATRA, all-trans-retinoic acid; DOX, doxorubicin; Cur-Nar-D-MNPs, curcumin combined with naringenin loaded dextran-coated magnetic nanoparticles; GANT1-Cur-PLGA NPs, encapsulated GANT61 and curcumin in poly (lactic-co-glycolic acid) nanoparticles; TNF&#x3b1;, tumor necrosis factor alpha; GLI1, GLI, family zinc finger 1; EGFR, epidermal growth factor receptor; PI3K, phosphoinositide 3-kinase.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Targeting CSCs by phytochemical-based nanodrugs. Abbreviations: CSCs, cancer stem cells, TSG, tumor suppressor gene, ALDH1, aldehyde dehydrogenase 1, &#x2193; decreased/reduced, &#x2191;, increased/enhanced.</p>
</caption>
<graphic xlink:href="fphar-14-1121950-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Benefits or risks of nanomedicine</title>
<p>In cancer therapies by various NPs, it is crucial to evaluate their safety, potential accumulation in non-targeted sites, clearance, excretion from the body, and others that can potentially lead to life-threatening complications (<xref ref-type="bibr" rid="B24">De Jong and Borm, 2008</xref>; <xref ref-type="bibr" rid="B121">Vinluan and Zheng, 2015</xref>).</p>
<p>Nanotechnology influences pharmacokinetics that can improve phytochemicals&#x2019; stability and solubility and enhance their cellular uptake at the targeted site (<xref ref-type="bibr" rid="B120">Vimala and Kannan, 2021</xref>). Nanotechnology also offers specific drug delivery in cancer treatment that can help overcome limitations or side effects of current cancer therapies and reduce multidrug resistance, consequently improving patients&#x2019; quality of life and survival (<xref ref-type="bibr" rid="B35">Gavas et al., 2021</xref>). Furthermore, phytochemical-based nanodrugs can overcome the chemotherapeutic resistance of CSCs or have the ability to resensitize them to therapy (<xref ref-type="bibr" rid="B107">Shen et al., 2021</xref>). Specifically designed NPs deliver drugs into cancer cells and release them only at targeted sites without damaging healthy tissues around the tumor. Moreover, this precise targeting can enhance the therapeutic efficacy of drugs in cancer cells (<xref ref-type="bibr" rid="B85">Mitchell et al., 2021</xref>). Furthermore, the enhanced therapeutic efficacy of NPs in cancer treatment can be achieved by hyperthermia, magnetic hyperthermia, or light-mediated phototermia (<xref ref-type="bibr" rid="B20">Chatterjee et al., 2011</xref>; <xref ref-type="bibr" rid="B65">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B119">Vilas-Boas et al., 2020</xref>). Additionally, green nanotechnology (phytoformulations), also known as green or eco-friendly technology, can help reduce energy and fuel use to contribute to environmental sustainability without harming the environment or human health (<xref ref-type="bibr" rid="B118">Verma et al., 2019</xref>).</p>
<p>Despite mentioned beneficial properties of NPs, the carrier systems can impose risks to the patients (<xref ref-type="bibr" rid="B24">De Jong and Borm, 2008</xref>). Due to the ability to pass some biological barriers, NPs can exert life-threatening toxic effects, especially on essential organs, including the brain, liver, kidney, and others. For example, the accumulation of NPs in reproductive organs can damage the testis, epididymis, ovary, and uterus cells, subsequently leading to reproductive organ dysfunction (<xref ref-type="bibr" rid="B126">Wang et al., 2018</xref>). Among other limitations of NPs is clearance by the immune systems or impaired diffusion in the tissue microenvironment (<xref ref-type="bibr" rid="B17">Busatto et al., 2019</xref>). Another limitation can be the excretion of NPs from the body. Some NPs cannot be excreted and remain in the organism; however, it usually remains unclear how long NPs remain in the body and what can cause their long-term action (<xref ref-type="bibr" rid="B29">Fischer and ChanNanotoxicity, 2007</xref>).</p>
<p>In conclusion, it is crucial to evaluate and realize whether the beneficial properties or risks of using NPs predominate and which are more beneficial to the patient&#x2019;s treatment.</p>
</sec>
<sec id="s5">
<title>5 Conclusion and outlook in the framework of 3P medicine</title>
<p>Phytochemicals isolated from plants demonstrate the huge potential for nanomedical applications in oncology thanks to their antioxidant, anti-inflammatory, anti-proliferative, and other health benefits. Phytochemical-based NPs can enhance anticancer therapeutic effects, improve cellular uptake of therapeutic agents, and mitigate the side effects of toxic anticancer treatments. Per evidence, phytochemical-based NPs can specifically target CSCs decreasing risks of tumor relapse and metastatic disease manifestation.</p>
<p>A particular value of phytochemical-based nanodrugs&#x2019; implementation is considered in the framework 3PM. The authors have presented related concepts in a series of publications (<xref ref-type="bibr" rid="B57">Kubatka et al., 2021</xref>; <xref ref-type="bibr" rid="B67">Link et al., 2021</xref>; <xref ref-type="bibr" rid="B68">Liskova et al., 2021</xref>; <xref ref-type="bibr" rid="B79">Mazurakova et al., 2022a</xref>). Personalized medicine could represent a promising way in cancer therapy through the achievement of the most effective treatment to the individual patient (<xref ref-type="bibr" rid="B128">Yaari et al., 2016</xref>; <xref ref-type="bibr" rid="B85">Mitchell et al., 2021</xref>). NPs are predicted to be the future of cancer diagnostics, medical imaging, and precise drug delivery; however, it is still important to improve their efficacy or minimize their toxicity and side effects (<xref ref-type="bibr" rid="B63">Li et al., 2021b</xref>). Furthermore, several studies also focused on nanotechnological cancer research aimed to cancer prevention (<xref ref-type="bibr" rid="B134">Zhang et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Khan et al., 2021</xref>; <xref ref-type="bibr" rid="B89">Neelakandan et al., 2022</xref>), prediction (<xref ref-type="bibr" rid="B37">Gobbo et al., 2015</xref>; <xref ref-type="bibr" rid="B91">Norouzi, 2020</xref>; <xref ref-type="bibr" rid="B47">Jeon et al., 2022</xref>; <xref ref-type="bibr" rid="B110">Sousa-Junior et al., 2022</xref>), or personalized medicine (<xref ref-type="bibr" rid="B14">Benedetto et al., 2015</xref>; <xref ref-type="bibr" rid="B128">Yaari et al., 2016</xref>). The key points of 3PM are healthcare cost-efficacy and affected individuals&#x2019; life quality (<xref ref-type="bibr" rid="B27">Ellinger et al., 2022</xref>). Targeted treatment has to be adapted to the individualized patient profile in primary (protection against initial cancer development), secondary (protection against potential metastatic disease development), and tertiary care (towards cascading complications) (<xref ref-type="bibr" rid="B38">Golubnitschaja et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Ellinger et al., 2022</xref>). To this end, advanced primary care of sub-optimal health conditions plays a pivotal role in protecting affected individuals from the heath-to-disease transition (<xref ref-type="bibr" rid="B127">Wang et al., 2021</xref>); principles of 3PM medicine have been recognized by WHO as an advanced approach in the area (<xref ref-type="bibr" rid="B127">Wang et al., 2021</xref>). Therefore, specific designed NPs tailored to patients can represent preventive and therapeutic potential in cancer management.</p>
<p>Except for nuclear gene mutations, mitochondria can play also a pivotal role in cancer development and progression. Mitochondria control wide range of cellular functions, including proliferation, apoptosis, signaling events, and cell homeostasis. Alterations in mtDNA copy number, mitochondrial enzymatic activities, or bioenergetic pathways are connected to worse mitochondrial health (<xref ref-type="bibr" rid="B55">Koklesova et al., 2022</xref>). Phytochemical-based nanodrugs can be promising agents for the maintenance of mitochondrial health and mitigation of mitochondrial impairments in innovative biomedical research and healthcare (<xref ref-type="bibr" rid="B83">Milane et al., 2015</xref>; <xref ref-type="bibr" rid="B116">Tan et al., 2019</xref>; <xref ref-type="bibr" rid="B6">Ashrafizadeh et al., 2020</xref>; <xref ref-type="bibr" rid="B56">Koklesova et al., 2021</xref>; <xref ref-type="bibr" rid="B80">Mazurakova et al., 2022b</xref>; <xref ref-type="bibr" rid="B22">Chen et al., 2022</xref>; <xref ref-type="bibr" rid="B55">Koklesova et al., 2022</xref>).</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>The manuscript was drafted by LK, AM, MS, KB, SH, M&#x160;, TH and critically revised by PK, JJ, DB, and DC Figures were prepared by LK and the tables were created by AM and MS Connection with 3PM was prepared by OG Skilled assistance and supervised overall preparation of the manuscript was provided by PK and MP All authors have read and approved final version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The present study was supported by the Scientific Grant Agency of the Ministry of Education, Science, Research and Sport of the Slovak Republic (Bratislava, Slovak Republic; grant no. VEGA 1/0045/23) and by the LISPER project (grant Nr. 313011V446) in bilateral agreement with the European Association for Predictive, Preventive and Personalised Medicine, EPMA, Brussels.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<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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