<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN"
"journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="review-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2025.1611920</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Polyploid giant cancer cells and tumor budding: translation from basic research to clinical application</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Huang</surname>
<given-names>Peng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wu</surname>
<given-names>Rong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2807631/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Zhimou</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yuwei</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1944492/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fei</surname>
<given-names>Fei</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/908199/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yu</surname>
<given-names>Yongjun</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2430872/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Nankai University School of Medicine, Nankai University</institution>, <addr-line>Tianjin</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Scientific and Technology, Nanjing First Hospital, Nanjing Medical University, Nanjing</institution>, <addr-line>Jiangsu</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory of Bioactive Materials, Ministry of Education, State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences, Nankai University</institution>, <addr-line>Tianjin</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University</institution>, <addr-line>Tianjin</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Oncology, Nanjing First Hospital, Nanjing Medical University</institution>, <addr-line>Nanjing, Jiangsu</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Olga V. Anatskaya, Russian Academy of Sciences (RAS), Russia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Alexander Vinogradov, Institute of Cytology, Russia</p>
<p>Elena Chikhirzhina, Russian Academy of Sciences (RAS), Russia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Fei Fei, <email xlink:href="mailto:1120160483@mail.nankai.edu.cn">1120160483@mail.nankai.edu.cn</email>; Yongjun Yu, <email xlink:href="mailto:646556079@qq.com">646556079@qq.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;ORCID: Fei Fei, <uri xlink:href="https://orcid.org/0000-0002-6815-7931">orcid.org/0000-0002-6815-7931</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1611920</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Huang, Wu, Yang, Li, Fei and Yu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Huang, Wu, Yang, Li, Fei and Yu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Polyploid giant cancer cells (PGCCs) represent a distinct subpopulation of tumor cells characterized by enlarged or multiple nuclei and aneuploidy. PGCCs are products of genomic instability, possessing cancer stem cell properties and exhibiting significant resistance to radiotherapy and chemotherapy. They can generate highly invasive daughter cells through asymmetric division, exhibiting epithelial-mesenchymal transition characteristics, and facilitating tumor recurrence and metastasis. <italic>In vivo</italic>, PGCCs with daughter cells in tumor tissue can migrate and infiltrate into the forefront stroma to form tumor budding, which are closely related to solid tumor recurrence, metastasis, and drug resistance. Studies have shown that inhibiting sphingolipid enzyme acid ceramidase or regulating autophagy can reduce the production of PGCCs with daughter cells. Under appropriate induction conditions, PGCCs with daughter cells can be induced to differentiate into benign tissues such as adipocytes, chondrocytes, and osteocytes, inhibiting their malignant proliferation and invasive destruction. This study reviewed the recent research developments regarding PGCCs, mainly explored the endogenous mechanisms of PGCCs formation and their malignant phenotype, as well as the process of tumor budding formation <italic>in vivo</italic> and potential therapeutic strategies targeting PGCCs. The main novelty of this study lies in exploring the translation of PGCCs basic research into the clinical pathological prognostic role of tumor budding, which can reveal the potential mechanism of PGCCs/tumor budding formation at the molecular level, providing theoretical basis for prognosis assessment, monitoring of recurrence and metastasis risks, as well as improving drug resistance and targeted therapy in cancer patients.</p>
</abstract>
<kwd-group>
<kwd>tumor budding</kwd>
<kwd>metastasis</kwd>
<kwd>drug resistance</kwd>
<kwd>therapeutic strategies</kwd>
<kwd>polyploid giant cancer cells (PGCCs)</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="65"/>
<page-count count="10"/>
<word-count count="3523"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Molecular Targets and Therapeutics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Polyploid giant cancer cells (PGCCs) have emerged as a critical area of investigation in cancer research. These cells exhibit distinctive characteristics including abnormally enlarged cell and nuclear size, abundant cytoplasm, significant nuclear pleomorphism, high nuclear-cytoplasmic ratio, deep nuclear staining, prominent nucleoli, and either mono- or multinucleated structures (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). PGCCs have been documented in numerous solid tumors, including breast cancer, ovarian cancer, colorectal cancer, lung cancer, pancreatic cancer, bladder cancer, renal cancer, thyroid cancer, and prostate cancer (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). These cells have been identified in the urine of prostate cancer patients (<xref ref-type="bibr" rid="B6">6</xref>). Research has also revealed the presence of polyploid giant cells in leukemia patients (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Based on the important role of PGCCs in the occurrence and development of malignant tumors, this study mainly reviewed the molecular mechanisms of the formation and high invasion and metastasis characteristics of PGCCs, as well as potential therapeutic strategies targeting PGCCs.</p>
<p>PGCCs demonstrate strong associations with multiple malignant characteristics of cancer, including drug resistance, recurrence, metastatic potential, and tumor microenvironment remodeling (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). These cells exhibit cancer stem cell properties, demonstrating robust proliferative capacity and the ability to differentiate into benign tissues such as erythrocyte, adipocyte, chondrocyte, and bone (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). They express cancer stem cell markers including CD44, OCT4, SOX2, NANOG and SSEA1 (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Additionally, PGCCs can undergo epithelial-mesenchymal transition (EMT) (<xref ref-type="bibr" rid="B13">13</xref>), avoid drug-induced apoptosis through autophagy activation (<xref ref-type="bibr" rid="B14">14</xref>), and display Warburg effect metabolism (<xref ref-type="bibr" rid="B15">15</xref>), establishing them as significant targets in cancer therapy research. Their high heterogeneity and complex biological behavior, however, present ongoing challenges for comprehensive understanding. The malignant phenotype and endogenous mechanisms of PGCCs are shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Malignant phenotype and endogenous mechanisms of PGCCs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1611920-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating cancer cell processes. The central image shows a cell structure surrounded by four quadrants labeled: Cancer stem cell markers, Autophagy, Differentiation, and Epithelial-Mesenchymal Transition. Each section depicts related biological processes and markers, including OCT4, CD44, SOX2, and E-cadherin, with visual representations of erythrocytes, autophagosomes, lysosomes, and cell transitions.</alt-text>
</graphic>
</fig>
<p>Recent advances in single-cell omics, high-resolution microscopy imaging, and functional genomics have facilitated enhanced understanding of PGCC origin, formation mechanisms, and functions within the tumor ecosystem. This study mainly reviewed the recent research developments regarding PGCCs, discussed the internal mechanism of their formation and high invasion and metastasis characteristics, as well as the process of tumor budding formation <italic>in vivo</italic> and potential therapeutic strategies targeting PGCCs, while considering current challenges and future research directions.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Formation mechanisms of PGCCs</title>
<p>Numerous researches have established that various stimuli, including hypoxia (<xref ref-type="bibr" rid="B16">16</xref>), chemotherapy (<xref ref-type="bibr" rid="B17">17</xref>), radiotherapy (<xref ref-type="bibr" rid="B18">18</xref>), tumor microenvironment alterations (<xref ref-type="bibr" rid="B13">13</xref>), gene mutations (such as SF3B1, p53) (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B19">19</xref>), pesticides (<xref ref-type="bibr" rid="B20">20</xref>), and viral infections (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>), can induce PGCC formation, leading to their entry into a distinctive life cycle known as the polyploid giant cell cycle (<xref ref-type="bibr" rid="B27">27</xref>). The formation mechanism of PGCCs is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Formation mechanisms of PGCCs. <bold>(A)</bold> Endoreplication cell cycle with two subfigures; a shows an S-G cycle, and b shows endomitosis including G1-S-G2-M phases. <bold>(B)</bold> Cell fusion depicted as two cells merging. <bold>(C)</bold> Cell cannibalism.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1611920-g002.tif">
<alt-text content-type="machine-generated">Diagram illustrating three concepts: (A) Endoreplication cell cycle with two subfigures; a shows an S-G cycle, and b shows endomitosis including G1, S, G2, M phases. (B) Cell fusion depicted as two cells merging. (C) Cell cannibalism showing one cell engulfing another.</alt-text>
</graphic>
</fig>
<sec id="s2_1">
<label>2.1</label>
<title>Endoreplication cell cycle</title>
<p>The conventional mitotic cell cycle comprises G1-S-G2-M phases. Cell cycle progression requires activation of both synthesis-cyclin dependent kinase (S-CDK) during the synthesis phase and mitosis-cyclin dependent kinase (M-CDK, comprising CDK1, cyclin A, and cyclin B) during mitosis, with their combined CDK levels reaching a specific threshold (<xref ref-type="bibr" rid="B16">16</xref>). Endoreplication refers to genome replication occurring without cell division, maintaining nuclear membrane integrity while doubling or further increasing genomic content. Two distinct forms of endoreplication exist, differentiated by whether cells enter mitosis. The first form is the endocycle, characterized by alternating S and G phases (S-G cycle) (<xref ref-type="bibr" rid="B2">2</xref>), without chromosome and cell separation. During this process, M-CDK expression levels decrease, extending the G2 phase and preventing cell cycle progression into the M phase. Simultaneously, periodic S-CDK inactivation enables alternating G and S phase progression. Tumor cells entering the endocycle form polyploid tumor giant cells. The second form of endoreplication is endomitosis, wherein cells pass the G2/M checkpoint and undergo abortive mitosis without complete sister chromatid separation or cell division (<xref ref-type="bibr" rid="B16">16</xref>), resulting in either a single giant nucleus, a lobulated nucleus, or a polyploid containing multiple small nuclei.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Cell fusion</title>
<p>Cell fusion occurs through dynamic interactions between the cell membrane and cytoskeleton. Fusion can occur between cells of the same type (homotypic fusion) or different types (heterotypic fusion) (<xref ref-type="bibr" rid="B1">1</xref>). This process induces chromosomal instability, DNA damage, and uneven distribution of genetic material, thereby promoting PGCC formation and contributing to tumor development, progression, drug resistance, and metastasis.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Cell cannibalism</title>
<p>Cell cannibalism refers to the process where one cell engulfs another, leading to the death of the internalized cell. The internalized cell functions as a physical barrier within the host cell cytoplasm, preventing cytoplasmic division and resulting in polyploidy (<xref ref-type="bibr" rid="B17">17</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Invasion and metastasis of PGCCs with their daughter cells</title>
<p>The enhanced invasive and metastatic capabilities of PGCCs with their daughter cells primarily depend on traction and polarity. Actin generates traction on the surrounding tumor microenvironment, propelling the cell in the direction of movement. PGCCs exert maximum traction forces 2 to 5 times higher than non-PGCCs. Beyond traction, movement polarity or directionality is crucial. Units with persistent paths and directionality traverse longer distances than those moving randomly. Intermediate filament proteins serve as key drivers of cell polarization, playing essential roles in anterior-posterior cell polarization (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>Vimentin, an atypical nuclear scaffold protein, demonstrates significant functions in PGCCs. Fan L et&#xa0;al. (<xref ref-type="bibr" rid="B29">29</xref>) reported that vimentin&#x2019;s nuclear localization enhances nuclear stability and promotes PGCC invasion by activating EMT-related signals. The small ubiquitin-like modification (SUMOylation) of vimentin facilitates cell proliferation and migration, increasing cancer cell proliferation and invasiveness. Furthermore, vimentin functions as a transcription factor promoting daughter cell migration through the vimentin-ARHGAP10-CDC42-cathepsin B and D signaling pathway (<xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>PLK4 and Cdc42 signaling represent crucial regulatory factors for PGCC generation and invasion. PLK4, a key centrosome regulatory protein, enhances microtubule organization when upregulated, promoting PGCC migration and division (<xref ref-type="bibr" rid="B30">30</xref>). Additionally, Cdc42 regulates cytoskeleton reorganization, enabling PGCCs to penetrate the basement membrane and invade adjacent tissues (<xref ref-type="bibr" rid="B11">11</xref>). Increased Cdc42 and PAK1 expression reduces STMN1 expression while increasing phosphorylated STMN1, a protein located in PGCC nuclei and daughter cells, regulating cytoskeleton remodeling. Low PTPN14 expression, a downstream regulatory protein of STMN1, confers invasive and metastatic capabilities to PGCC with daughter cells.</p>
<p>The S100A4 gene plays a vital role in PGCC invasion and metastasis. Fei F et&#xa0;al. (<xref ref-type="bibr" rid="B31">31</xref>) demonstrated that PGCC with the daughter cell migration, invasion, and proliferation capabilities were significantly inhibited after S100A4 knockout. S100A4 regulates the Annexin A2/S100A10 complex structure and function, affecting downstream cathepsin B, leading to PGCC and daughter cell invasion and metastasis. Additionally, S100A10 can undergo nuclear transport via SUMOylation modification, regulating ARHGEF18, PTPRN2, and DEFA3 expression, thereby promoting PGCC and daughter cell proliferation, migration, and invasion (<xref ref-type="bibr" rid="B32">32</xref>). The molecular mechanism of invasion and metastasis of PGCCs with their daughter cells is shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The molecular mechanism of invasion and metastasis of PGCCs with their daughter cells.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1611920-g003.tif">
<alt-text content-type="machine-generated">Diagram of cellular pathways involved in migration and invasion, showing interactions between proteins and molecules such as vimentin, CDC42, S100A10, and DEFA3. Arrows indicate the flow of influence or activation, with various colored labels representing different proteins or complexes. The background illustrates a cellular membrane environment.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4">
<label>4</label>
<title>PGCCs with daughter cells infiltrate into the stroma of the tumor tissue front to form tumor budding</title>
<p>Tumor budding represents a significant pathological parameter, characterized by single tumor cells or clusters of up to four tumor cells located at the invasive front of the tumor (<xref ref-type="bibr" rid="B33">33</xref>). The 2016 International Tumor Budding Consensus Conference established a three-grade classification system: Bd1 (0-4 buds), Bd2 (5-9 buds), and Bd3 (&#x2265;10 buds) (<xref ref-type="bibr" rid="B34">34</xref>). Tumor budding serves as an independent predictor of lymph node metastasis in pT1 colorectal cancer and survival in stage II colorectal cancer (<xref ref-type="bibr" rid="B35">35</xref>). Studies demonstrate that intermediate and high-grade tumor budding correlate with significantly lower 5-year disease-specific survival rates (52%-80%) compared to low-grade tumor budding (89%-98%) (<xref ref-type="bibr" rid="B33">33</xref>). Additionally, tumor budding assessment in colorectal cancer biopsies aids in treatment planning for rectal cancer patients following neoadjuvant therapy (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Beyond its clinical predictive role in colorectal cancer, tumor budding functions as a prognostic biomarker across various cancers, including head and neck squamous cell carcinoma (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>), gastric cancer (<xref ref-type="bibr" rid="B40">40</xref>), lung cancer (<xref ref-type="bibr" rid="B41">41</xref>), giant cell tumor of bone (<xref ref-type="bibr" rid="B42">42</xref>), and breast cancer (<xref ref-type="bibr" rid="B43">43</xref>). Research consistently demonstrates that high-grade tumor budding correlates with increased lymph node metastasis and decreased overall survival. However, certain studies indicate that the tumor budding score shows significant correlation with tumor stage (<italic>P</italic>&lt;0.001), lymph node metastasis (<italic>P</italic>&lt;0.05), and distant metastasis (<italic>P</italic>&lt;0.05) in lung squamous cell carcinoma, but not with overall survival rate, tumor size, or pleural invasion (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Research has explored combining tumor budding with other indicators as independent prognostic factors. The Tertiary Lymphoid Structures/Tumor Budding index, serves as an independent prognostic factor for triple-negative breast cancer (<xref ref-type="bibr" rid="B45">45</xref>). Combining tumor budding and tumor-stroma ratio enhances prognostic stratification in colon cancer patients (<xref ref-type="bibr" rid="B34">34</xref>). Furthermore, the integration of tumor budding and immune score provides superior prognostic prediction for pTNM I-III stage colon cancer patients compared to individual factors (<xref ref-type="bibr" rid="B46">46</xref>). Tumor budding exhibits relative uniformity and operates independently of tumor grading or other morphological features (<xref ref-type="bibr" rid="B47">47</xref>). It represents the initial phase of tumor metastasis, wherein tumor cells undergo EMT process, migrate into the extracellular matrix, infiltrate lymphatic and vascular tissues, and establish metastatic colonies in lymph nodes or distant locations (<xref ref-type="bibr" rid="B35">35</xref>). This process involves loss of cell polarity and deterioration of cell connections, including adhesion and gap junctions. Matrix metalloproteinases degrade the extracellular matrix, accompanied by downregulation of cell surface proteins such as E-cadherin and upregulation of N-cadherin. The TGF-&#x3b2; signaling pathway participates through SMAD phosphorylation, inducing ZEB, TWIST, and SNAIL family members, thereby suppressing E-cadherin transcription (<xref ref-type="bibr" rid="B48">48</xref>). These alterations collectively facilitate tumor budding. EMT functions as an immune evasion mechanism, where tumor cells lose major histocompatibility complex expression, becoming undetectable to effector immune cells. The interaction between tumor budding and the immune system manifests as an attack-defense model: tumor budding indicates an invasive phenotype, while CD8+ T cells mediate anticancer responses (<xref ref-type="bibr" rid="B33">33</xref>) (This &#x201c;attack-and-defense&#x201d; dynamic as shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). However, at present, tumor budding is only a pathological change, which is limited by the lack of <italic>in vitro</italic> research models, and its formation mechanism and the internal regulation mechanism of malignant phenotype are still unclear.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Schematic diagram of the &#x201c;attack-and-defense&#x201d; dynamic of PGCCs/tumor budding. Enhanced traction capacity contributing to tumor budding <bold>(A)</bold> and EMT process <bold>(B)</bold> represent the attack state, while the role of promoting inflammation and immune evasion <bold>(C)</bold> represents the defense state.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1611920-g004.tif">
<alt-text content-type="machine-generated">Diagram illustrating cancer cell behavior in three panels. Panel A shows traction capacity and tumor budding with actin involvement. Panel B depicts epithelial to mesenchymal transition (EMT) with changes in proteins like E-cadherin and vimentin. Panel C describes inflammation and immune evasion, highlighting CD68+ macrophages, PGCCs, and the interaction with CD8+ and FOXP3+ T cells, emphasizing the loss of MHC class I for immune evasion. Central circle labeled &#x201c;Attack and Defense."</alt-text>
</graphic>
</fig>
<p>The appearance of PGCCs in tumor tissues occurs through two primary mechanisms. First, PGCCs may pre-exist in tumor tissue, arising from intrinsic epigenetic factors and extrinsic exposure factors (including smoking, high temperature, ultraviolet light) that modify the tumor microenvironment (hypoxia, immune modulation), triggering tumor cell dedifferentiation and PGCC formation (<xref ref-type="bibr" rid="B3">3</xref>). Second, during chemotherapy, radiotherapy, or targeted therapy, external factors stimulate tumor cells to undergo endoreplication cell cycle, cell fusion, or cell cannibalism, leading to multiple genome replications without cell division, resulting in PGCC formation and subsequent drug resistance. These adaptations enable cancer cells to persist under adverse conditions while evading immune surveillance and developing treatment resistance (<xref ref-type="bibr" rid="B17">17</xref>). PGCCs maintain their self-renewal through endoreplication and subsequently divide via nuclear budding or fission, generating highly invasive progeny cells through EMT, which contributes to drug resistance and tumor recurrence. In the first pathway, PGCCs situated outside the tumor focus undergo EMT, gaining enhanced migration and invasion capabilities, marked by the reduction of epithelial markers including E-cadherin and the acquisition of mesenchymal markers such as vimentin and N-cadherin, or the expression of transcription factors like SNAI1 and SNAI2 (<xref ref-type="bibr" rid="B13">13</xref>). These alterations enable the PGCC daughter cells to penetrate the basement membrane and establish distant metastases.</p>
<p>Based on the aforementioned studies, it is not difficult to find the process where PGCCs with their daughter cells acquire EMT characteristics, migrate, and infiltrate into the frontier stroma, forming tumor budding (as shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Therefore, as a superior <italic>in vitro</italic> research model, further exploration of the endogenous mechanisms underlying the formation and high invasive characteristics of PGCCs with their daughter cells holds promise for providing theoretical evidence at the molecular level for prognosis assessment, recurrence and metastasis risk monitoring, and precision treatment in early-stage cancer patients.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>PGCCs with daughter cells infiltrate into the stroma of the tumor tissue front to form tumor budding. <bold>(A)</bold> Pattern diagram of PGCCs scattered in tumor tissue. <bold>(B)</bold> Pattern diagram of tumor budding formed by PGCCs with daughter cells. <bold>(C)</bold> Solid tumor tissue H&amp;E staining (red arrow indicating PGCCs, 400&#xd7;). <bold>(D)</bold> H&amp;E staining of tumor budding (red arrow indicating tumor budding, 400&#xd7;). PGCCs, polyploid giant cancer cells.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1611920-g005.tif">
<alt-text content-type="machine-generated">Diagrams A and B depict polyploid giant cancer cells (PGCCs) in tumor tissue and their budding with daughter cells. Images C and D show microscopy of PGCCs scattered in tumor tissue and tumor budding in stroma, with red arrows indicating specific areas.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s5">
<label>5</label>
<title>Potential therapeutic strategies based on PGCCs with their daughter cells</title>
<p>Sphingolipid enzyme acid ceramidase (ASAH1) can interfere with the generation of PGCCs with their daughter cells. ASAH1 is situated in lysosomes, where it hydrolyzes ceramide to generate sphingosine. Sphingosine, serving as a substrate for sphingosine kinase 1 or 2, gives rise to sphingosine-1-phosphate (S1P) by the addition of a phosphate group. Ceramide and S1P are functionally antithetical. The former is generally considered to be pro-apoptotic, while the latter is involved in survival, mitosis, and angiogenesis (<xref ref-type="bibr" rid="B49">49</xref>). Hence, it is commonly held that the conversion of ceramide into sphingosine by ASAH1 will shift the intracellular balance from apoptosis to a pro-survival state. White-Gilbertson et&#xa0;al. found that UC2288 can impede the expression of p21, thereby reducing the expression of acid ceramidase and inhibiting the generation of PGCCs and their daughter cells (<xref ref-type="bibr" rid="B50">50</xref>). In another study by White-Gilbertson et&#xa0;al., it was revealed that tamoxifen can disrupt the function of ASAH1 through off-target effects, thus precluding the generation of PGCCs with daughter cells (<xref ref-type="bibr" rid="B51">51</xref>). In addition, LCL521 can also inhibit ASAH1, resulting in the accumulation of ceramide on the surface of PGCCs and preventing the formation of their daughter cells. This study also uncovered that the accumulation of ceramide appears to supplant cholesterol on the cell surface. The competition between cholesterol and ceramide on the plasma membrane may affect membrane fluidity and the ability of PGCCs to generate progeny through amitosis (<xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>Autophagy constitutes a conserved self-digestion process that eliminates damaged and superfluous organelles, misfolded or aggregated proteins, and intracellular pathogens, playing a crucial role in maintaining cellular homeostasis under stress conditions (<xref ref-type="bibr" rid="B14">14</xref>). You B et&#xa0;al. (<xref ref-type="bibr" rid="B53">53</xref>) established that autophagy-dependent PGCC formation results from AMPK-mTOR pathway activation, with RIPK1 functioning as a scaffold protein to promote PGCC survival through this pathway. This investigation pioneered the identification of RIPK1&#x2019;s protective role in dormant cell survival, presenting a novel opportunity for targeted PGCC treatment. Further research indicated that autophagy-regulating drugs significantly impair ovarian cancer PGCC colony formation capabilities. Thus, autophagy emerges as a promising treatment target to prevent PGCC tumor regeneration (<xref ref-type="bibr" rid="B54">54</xref>).</p>
<p>Beyond these treatment strategies, intervention can occur through modulation of tumor cell metabolism or promotion of PGCC cell death. Research has shown that zoledronic acid application reduces lipid droplet and cholesterol content, mitochondrial density, and ROS in PGCCs, effectively eliminating PGCCs (<xref ref-type="bibr" rid="B55">55</xref>). The microtubule-targeting agent ST-401 triggers a transient integrated stress response, decreases energy metabolism, promotes mitochondrial fission, and subsequently induces interphase cell death while preventing PGCC formation (<xref ref-type="bibr" rid="B56">56</xref>). Ferroptosis inducers demonstrate effectiveness in eliminating breast cancer PGCCs with low expression of ferroptosis regulators (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>Research has demonstrated that combining mifepristone and olaparib synergistically inhibits PGCC endoreplication, yielding enhanced antitumor efficacy compared to individual drug administration (<xref ref-type="bibr" rid="B58">58</xref>). While PRL3 induces PGCC formation, PRL3-zumab prevents PGCC formation and tumor recurrence through PRL3 targeting and inhibition (<xref ref-type="bibr" rid="B59">59</xref>). IL-1&#x3b2; inhibition reduces senescence-related protein p-histone H2A.X expression and enhances the pro-apoptotic effect of docetaxel (<xref ref-type="bibr" rid="B60">60</xref>). IL-6 facilitates PGCC formation, embryonic stemness acquisition, and fibroblast transformation into tumor-associated fibroblasts, contributing to chemotherapy resistance (<xref ref-type="bibr" rid="B61">61</xref>). In addition, studies have shown that PGCCs represent a critical factor in solid tumor immunotherapy inefficacy. IL-33 induces polyploidy and immune suppression. Blocking IL-33 can induce antitumor immunity in IL-33-positive mice, increasing tumor-specific CD8+ T cell numbers (<xref ref-type="bibr" rid="B27">27</xref>). Furthermore, PGCCs modulate the tumor microenvironment (TME) to promote breast cancer metastasis and chemoresistance. Targeting PGCCs can improve the tumor immune microenvironment, promoting T cell survival within the PGCC-induced TME and preventing T cell functional inactivation, thereby enhancing immunotherapy efficacy (<xref ref-type="bibr" rid="B62">62</xref>).</p>
<p>Recently, researchers developed a high-throughput single-cell morphological analysis workflow and trained a machine learning model to identify compounds selectively inhibiting non-PGCCs, PGCCs, or both. The model evaluated 2,726 FDA Phase I-approved drugs, identifying promising anti-PGCC candidates, including proteasome inhibitors, FOXM1 inhibitors, CHK inhibitors, and macrolides. It also predicted effective compounds from over 6,000 drugs. Five top-ranked predictions were experimentally validated as effective PGCC inhibitors using cell lines and patient-derived models. These results demonstrate the potential of combining high-throughput empirical screening with machine learning-based virtual screening for accelerated therapy discovery (<xref ref-type="bibr" rid="B63">63</xref>). Beyond PGCC formation inhibition, inducing their differentiation into benign tissues to suppress malignant biological behavior represents a significant future cancer treatment direction. In anaerobic conditions, PGCCs undergo mesenchymal transformation and acquire enhanced cellular plasticity, generating functional cells from different lineages, including adipocytes, chondrocytes, and osteocytes. Research confirms that P300 promotes RUNX2 acetylation (<xref ref-type="bibr" rid="B64">64</xref>), facilitating osteochondral differentiation. Post-osteochondral differentiation, PGCCs and their daughter cells exhibit significantly reduced stemness, migration, invasion, and proliferation, creating a therapeutic window for further treatment. PPAR&#x3b3; acetylation promotes adipogenic differentiation of PGCCs and their daughter cells, reducing invasion, metastasis, and proliferation (<xref ref-type="bibr" rid="B65">65</xref>). Based on the molecular mechanisms of PGCCs with their daughter cells formation and high invasion, potential therapeutic strategies are shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Potential therapeutic strategies based on the formation and highly invasive mechanisms of PGCCs with their daughter cells. <bold>(A)</bold> lists treatments like UC2288, Tamoxifen, and others targeting ceramide pathways. <bold>(B)</bold> shows chemotherapy and radiotherapy increasing autophagy in PGCCs. <bold>(C)</bold> illustrates Zoledronic acid reducing lipid droplets and cholesterol. <bold>(D)</bold> focuses on drug resistance involving IL-1&#x3b2;, docetaxel, IL-33, and CD8+ T cells. <bold>(E)</bold> indicates screening of drugs and inhibitors like proteasome and FOXM1 inhibitors. <bold>(F)</bold> describes differentiation therapies, including adipogenic differentiation and acetylated RUNX2 reducing malignancy. PGCCs, Polyploid giant cancer cells; ASAH1, Sphingolipid enzyme acid ceramidase; S1P, Sphingosine-1-phosphate.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1611920-g006.tif">
<alt-text content-type="machine-generated">Diagram illustrating potential therapies targeting PGCCs (polyploid giant cancer cells) divided into sections labeled A to F. Section A lists treatments like UC2288, Tamoxifen, and others targeting ceramide pathways. Section B shows chemotherapy and radiotherapy increasing autophagy in PGCCs. Section C illustrates Zoledronic acid reducing lipid droplets and cholesterol. Section D focuses on drug resistance involving IL-1&#x3b2;, docetaxel, IL-33, and CD8+ T cells. Section E indicates screening of drugs and inhibitors like proteasome and FOXM1 inhibitors. Section F describes differentiation therapies, including adipogenic differentiation and acetylated RUNX2 reducing malignancy.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s6" sec-type="conclusions">
<label>6</label>
<title>Conclusion</title>
<p>PGCCs constitute a complex yet essential cell population in tumor biology, demonstrating distinctive mechanisms of tumor adaptation and malignant evolution. The main novelty of this study lies in exploring the translation of PGCCs basic research into the clinical pathological prognostic role of tumor budding, and revealing the potential mechanism of PGCCs/tumor budding formation at the molecular level, providing theoretical basis for prognosis assessment, monitoring of recurrence and metastasis risks, as well as improving drug resistance and targeted therapy in cancer patients. Nevertheless, the substantial heterogeneity and complexity inherent to PGCCs present formidable challenges for both research endeavors and clinical implementation. In the future, we need to comprehensively understand the molecular signaling and potential therapeutic strategies of PGCCs through interdisciplinary collaboration and pioneering research approaches, and promote the clinical application of PGCC-targeted interventions in malignant tumors.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>PH: Writing &#x2013; review &amp; editing, Conceptualization, Writing &#x2013; original draft. RW: Writing &#x2013; original draft, Conceptualization, Writing &#x2013; review &amp; editing. ZY: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YL: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. FF: Conceptualization, Validation, Supervision, Funding acquisition, Writing &#x2013; review &amp; editing, Project administration, Writing &#x2013; original draft. YY: Conceptualization, Funding acquisition, Writing &#x2013; review &amp; editing, Project administration, Writing &#x2013; original draft, Validation, Supervision.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by the Foundation of the committee on science and technology of Tianjin (22JCZDJC00310), National Natural Science Foundation of China (82203182), China Postdoctoral Science Foundation (2024M763658), and Project of Future Technology Star of Nanjing First Hospital.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful for the professional English polishing services provided by Bosite Academic Institution.</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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" 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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="abbrev1">
<p>PGCCs, Polyploid giant cancer cells; EMT, Epithelial-msenchymal transition; S-CDK, Synthesis-cyclin dependent kinase; M-CDK, Mitosis-cyclin dependent kinase; ASAH1, Sphingolipid enzyme acid ceramidase; S1P, Sphingosine-1-phosphate; TME, Tumor microenvironment.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Polyploid giant cancer cells: origin, possible pathways of formation, characteristics, and mechanisms of regulation</article-title>. <source>Front Cell Dev Biol</source>. (<year>2024</year>) <volume>12</volume>:<elocation-id>1410637</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcell.2024.1410637</pub-id>, PMID: <pub-id pub-id-type="pmid">39055650</pub-id></citation></ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Qiao</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>R</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
</person-group>. <article-title>Human cell polyploidization: The good and the evil</article-title>. <source>Semin Cancer Biol</source>. (<year>2022</year>) <volume>81</volume>:<fpage>54</fpage>&#x2013;<lpage>63</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.semcancer.2021.04.005</pub-id>, PMID: <pub-id pub-id-type="pmid">33839294</pub-id></citation></ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sikora</surname> <given-names>E</given-names>
</name>
<name>
<surname>Czarnecka-Herok</surname> <given-names>J</given-names>
</name>
<name>
<surname>Bojko</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sunderland</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Therapy-induced polyploidization and senescence: Coincidence or interconnection</article-title>? <source>Semin Cancer Biol</source>. (<year>2022</year>) <volume>81</volume>:<fpage>83</fpage>&#x2013;<lpage>95</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.semcancer.2020.11.015</pub-id>, PMID: <pub-id pub-id-type="pmid">33271316</pub-id></citation></ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mannan</surname> <given-names>R</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Bawa</surname> <given-names>PS</given-names>
</name>
<name>
<surname>Spratt</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Jentzen</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Polypoidal giant cancer cells in metastatic castration-resistant prostate cancer: observations from the Michigan Legacy Tissue Program</article-title>. <source>Med Oncol Northwood Lond Engl</source>. (<year>2020</year>) <volume>37</volume>:<fpage>16</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12032-020-1341-6</pub-id>, PMID: <pub-id pub-id-type="pmid">32030484</pub-id></citation></ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krotofil</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tota</surname> <given-names>M</given-names>
</name>
<name>
<surname>Siednienko</surname> <given-names>J</given-names>
</name>
<name>
<surname>Donizy</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Emerging paradigms in cancer metastasis: ghost mitochondria, vasculogenic mimicry, and polyploid giant cancer cells</article-title>. <source>Cancers</source>. (<year>2024</year>) <volume>16</volume>(<issue>20</issue>):<fpage>3539</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers16203539</pub-id>, PMID: <pub-id pub-id-type="pmid">39456632</pub-id></citation></ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garrido Castillo</surname> <given-names>LN</given-names>
</name>
<name>
<surname>Anract</surname> <given-names>J</given-names>
</name>
<name>
<surname>Delongchamps</surname> <given-names>NB</given-names>
</name>
<name>
<surname>Huillard</surname> <given-names>O</given-names>
</name>
<name>
<surname>BenMohamed</surname> <given-names>F</given-names>
</name>
<name>
<surname>Decina</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Polyploid giant cancer cells are frequently found in the urine of prostate cancer patients</article-title>. <source>Cancers</source>. (<year>2023</year>) <volume>15</volume>(<issue>13</issue>):<fpage>3366</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers15133366</pub-id>, PMID: <pub-id pub-id-type="pmid">37444476</pub-id></citation></ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mukherjee</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Murty</surname> <given-names>VV</given-names>
</name>
<name>
<surname>Raza</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Mutation in SF3B1 gene promotes formation of polyploid giant cells in Leukemia cells</article-title>. <source>Med Oncol Northwood Lond Engl</source>. (<year>2022</year>) <volume>39</volume>:<fpage>65</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12032-022-01652-9</pub-id>, PMID: <pub-id pub-id-type="pmid">35478057</pub-id></citation></ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ali</surname> <given-names>AM</given-names>
</name>
<name>
<surname>BenMohamed</surname> <given-names>F</given-names>
</name>
<name>
<surname>Decina</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mukherjee</surname> <given-names>S</given-names>
</name>
<name>
<surname>Levi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Garrido Castillo</surname> <given-names>LN</given-names>
</name>
<etal/>
</person-group>. <article-title>Circulating cancer giant cells with unique characteristics frequently found in patients with myelodysplastic syndromes (MDS)</article-title>. <source>Med Oncol Northwood Lond Engl</source>. (<year>2023</year>) <volume>40</volume>:<fpage>204</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12032-023-02064-z</pub-id>, PMID: <pub-id pub-id-type="pmid">37316755</pub-id></citation></ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Arsenic trioxide promotes tumor progression by inducing the formation of PGCCs and embryonic hemoglobin in colon cancer cells</article-title>. <source>Front Oncol</source>. (<year>2021</year>) <volume>11</volume>:<elocation-id>720814</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2021.720814</pub-id>, PMID: <pub-id pub-id-type="pmid">34676163</pub-id></citation></ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Voelkel-Johnson</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Sphingolipids in embryonic development, cell cycle regulation, and stemness - Implications for polyploidy in tumors</article-title>. <source>Semin Cancer Biol</source>. (<year>2022</year>) <volume>81</volume>:<page-range>206&#x2013;19</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.semcancer.2020.12.027</pub-id>, PMID: <pub-id pub-id-type="pmid">33429049</pub-id></citation></ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Cdc42 regulates the expression of cytoskeleton and microtubule network proteins to promote invasion and metastasis of progeny cells derived from coCl(2)-induced polyploid giant cancer cells</article-title>. <source>J Cancer</source>. (<year>2023</year>) <volume>14</volume>:<page-range>1920&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7150/jca.85032</pub-id>, PMID: <pub-id pub-id-type="pmid">37476197</pub-id></citation></ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bharadwaj</surname> <given-names>D</given-names>
</name>
<name>
<surname>Mandal</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Senescence in polyploid giant cancer cells: A road that leads to chemoresistance</article-title>. <source>Cytokine Growth Factor Rev</source>. (<year>2020</year>) <volume>52</volume>:<fpage>68</fpage>&#x2013;<lpage>75</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cytogfr.2019.11.002</pub-id>, PMID: <pub-id pub-id-type="pmid">31780423</pub-id></citation></ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>White-Gilbertson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Voelkel-Johnson</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Giants and monsters: Unexpected characters in the story of cancer recurrence</article-title>. <source>Adv Cancer Res</source>. (<year>2020</year>) <volume>148</volume>:<page-range>201&#x2013;32</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/bs.acr.2020.03.001</pub-id>, PMID: <pub-id pub-id-type="pmid">32723564</pub-id></citation></ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patra</surname> <given-names>S</given-names>
</name>
<name>
<surname>Naik</surname> <given-names>PP</given-names>
</name>
<name>
<surname>Mahapatra</surname> <given-names>KK</given-names>
</name>
<name>
<surname>Alotaibi</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>S</given-names>
</name>
<name>
<surname>Patro</surname> <given-names>BS</given-names>
</name>
<etal/>
</person-group>. <article-title>Recent advancement of autophagy in polyploid giant cancer cells and its interconnection with senescence and stemness for therapeutic opportunities</article-title>. <source>Cancer Lett</source>. (<year>2024</year>) <volume>590</volume>:<fpage>216843</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.canlet.2024.216843</pub-id>, PMID: <pub-id pub-id-type="pmid">38579893</pub-id></citation></ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Casotti</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Meira</surname> <given-names>DD</given-names>
</name>
<name>
<surname>Zetum</surname> <given-names>ASS</given-names>
</name>
<name>
<surname>de Ara&#xfa;jo</surname> <given-names>BC</given-names>
</name>
<name>
<surname>da Silva</surname> <given-names>DRC</given-names>
</name>
<name>
<surname>Santos E de</surname> <given-names>VWD</given-names>
</name>
<etal/>
</person-group>. <article-title>Computational biology helps understand how polyploid giant cancer cells drive tumor success</article-title>. <source>Genes</source>. (<year>2023</year>) <volume>14</volume>(<issue>4</issue>):<fpage>801</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/genes14040801</pub-id>, PMID: <pub-id pub-id-type="pmid">37107559</pub-id></citation></ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>R</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Q</given-names>
</name>
</person-group>. <article-title>Stress-induced polyploid giant cancer cells: unique way of formation and non-negligible characteristics</article-title>. <source>Front Oncol</source>. (<year>2021</year>) <volume>11</volume>:<elocation-id>724781</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2021.724781</pub-id>, PMID: <pub-id pub-id-type="pmid">34527590</pub-id></citation></ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Was</surname> <given-names>H</given-names>
</name>
<name>
<surname>Borkowska</surname> <given-names>A</given-names>
</name>
<name>
<surname>Olszewska</surname> <given-names>A</given-names>
</name>
<name>
<surname>Klemba</surname> <given-names>A</given-names>
</name>
<name>
<surname>Marciniak</surname> <given-names>M</given-names>
</name>
<name>
<surname>Synowiec</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Polyploidy formation in cancer cells: How a Trojan horse is born</article-title>. <source>Semin Cancer Biol</source>. (<year>2022</year>) <volume>81</volume>:<fpage>24</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.semcancer.2021.03.003</pub-id>, PMID: <pub-id pub-id-type="pmid">33727077</pub-id></citation></ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alhaddad</surname> <given-names>L</given-names>
</name>
<name>
<surname>Chuprov-Netochin</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pustovalova</surname> <given-names>M</given-names>
</name>
<name>
<surname>Osipov</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Leonov</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Polyploid/multinucleated giant and slow-cycling cancer cell enrichment in response to X-ray irradiation of human glioblastoma multiforme cells differing in radioresistance and TP53/PTEN status</article-title>. <source>Int J Mol Sci</source>. (<year>2023</year>) <volume>24</volume>(<issue>2</issue>):<fpage>1228</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms24021228</pub-id>, PMID: <pub-id pub-id-type="pmid">36674747</pub-id></citation></ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Different p53 genotypes regulating different phosphorylation sites and subcellular location of CDC25C associated with the formation of polyploid giant cancer cells</article-title>. <source>J Exp Clin Cancer Res CR</source>. (<year>2020</year>) <volume>39</volume>:<fpage>83</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13046-020-01588-w</pub-id>, PMID: <pub-id pub-id-type="pmid">32393310</pub-id></citation></ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Go</surname> <given-names>RE</given-names>
</name>
<name>
<surname>Seong</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>KC</given-names>
</name>
</person-group>. <article-title>A fungicide, fludioxonil, formed the polyploid giant cancer cells and induced metastasis and stemness in MDA-MB-231 triple-negative breast cancer cells</article-title>. <source>Int J Mol Sci</source>. (<year>2024</year>) <volume>25</volume>(<issue>16</issue>):<fpage>9024</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms25169024</pub-id>, PMID: <pub-id pub-id-type="pmid">39201710</pub-id></citation></ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nehme</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Pasquereau</surname> <given-names>S</given-names>
</name>
<name>
<surname>Haidar Ahmad</surname> <given-names>S</given-names>
</name>
<name>
<surname>Coaquette</surname> <given-names>A</given-names>
</name>
<name>
<surname>Molimard</surname> <given-names>C</given-names>
</name>
<name>
<surname>Monnien</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Polyploid giant cancer cells, stemness and epithelial-mesenchymal plasticity elicited by human cytomegalovirus</article-title>. <source>Oncogene</source>. (<year>2021</year>) <volume>40</volume>:<page-range>3030&#x2013;46</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41388-021-01715-7</pub-id>, PMID: <pub-id pub-id-type="pmid">33767437</pub-id></citation></ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El Baba</surname> <given-names>R</given-names>
</name>
<name>
<surname>Haidar Ahmad</surname> <given-names>S</given-names>
</name>
<name>
<surname>Monnien</surname> <given-names>F</given-names>
</name>
<name>
<surname>Mansar</surname> <given-names>R</given-names>
</name>
<name>
<surname>Bibeau</surname> <given-names>F</given-names>
</name>
<name>
<surname>Herbein</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Polyploidy, EZH2 upregulation, and transformation in cytomegalovirus-infected human ovarian epithelial cells</article-title>. <source>Oncogene</source>. (<year>2023</year>) <volume>42</volume>:<page-range>3047&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41388-023-02813-4</pub-id>, PMID: <pub-id pub-id-type="pmid">37634008</pub-id></citation></ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herbein</surname> <given-names>G</given-names>
</name>
<name>
<surname>El Baba</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Polyploid giant cancer cells: A distinctive feature in the transformation of epithelial cells by high-risk oncogenic HCMV strains</article-title>. <source>Viruses</source>. (<year>2024</year>) <volume>16</volume>(<issue>8</issue>):<fpage>1225</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/v16081225</pub-id>, PMID: <pub-id pub-id-type="pmid">39205199</pub-id></citation></ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herbein</surname> <given-names>G</given-names>
</name>
<name>
<surname>Nehme</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Polyploid giant cancer cells, a hallmark of oncoviruses and a new therapeutic challenge</article-title>. <source>Front Oncol</source>. (<year>2020</year>) <volume>10</volume>:<elocation-id>567116</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2020.567116</pub-id>, PMID: <pub-id pub-id-type="pmid">33154944</pub-id></citation></ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bouezzedine</surname> <given-names>F</given-names>
</name>
<name>
<surname>El Baba</surname> <given-names>R</given-names>
</name>
<name>
<surname>Haidar Ahmad</surname> <given-names>S</given-names>
</name>
<name>
<surname>Herbein</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Polyploid giant cancer cells generated from human cytomegalovirus-infected prostate epithelial cells</article-title>. <source>Cancers</source>. (<year>2023</year>) <volume>15</volume>(<issue>20</issue>):<fpage>4994</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers15204994</pub-id>, PMID: <pub-id pub-id-type="pmid">37894361</pub-id></citation></ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nehme</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Pasquereau</surname> <given-names>S</given-names>
</name>
<name>
<surname>Haidar Ahmad</surname> <given-names>S</given-names>
</name>
<name>
<surname>El Baba</surname> <given-names>R</given-names>
</name>
<name>
<surname>Herbein</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Polyploid giant cancer cells, EZH2 and Myc upregulation in mammary epithelial cells infected with high-risk human cytomegalovirus</article-title>. <source>EBioMedicine</source>. (<year>2022</year>) <volume>80</volume>:<fpage>104056</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2022.104056</pub-id>, PMID: <pub-id pub-id-type="pmid">35596973</pub-id></citation></ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>N</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Sood</surname> <given-names>AK</given-names>
</name>
</person-group>. <article-title>The life cycle of polyploid giant cancer cells and dormancy in cancer: Opportunities for novel therapeutic interventions</article-title>. <source>Semin Cancer Biol</source>. (<year>2022</year>) <volume>81</volume>:<page-range>132&#x2013;44</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.semcancer.2021.10.005</pub-id>, PMID: <pub-id pub-id-type="pmid">34670140</pub-id></citation></ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xuan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Ghosh</surname> <given-names>D</given-names>
</name>
<name>
<surname>Dawson</surname> <given-names>MR</given-names>
</name>
</person-group>. <article-title>Contributions of the distinct biophysical phenotype of polyploidal giant cancer cells to cancer progression</article-title>. <source>Semin Cancer Biol</source>. (<year>2022</year>) <volume>81</volume>:<fpage>64</fpage>&#x2013;<lpage>72</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.semcancer.2021.05.014</pub-id>, PMID: <pub-id pub-id-type="pmid">33992783</pub-id></citation></ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ning</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Molecular mechanism of vimentin nuclear localization associated with the migration and invasion of daughter cells derived from polyploid giant cancer cells</article-title>. <source>J Transl Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>719</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-023-04585-7</pub-id>, PMID: <pub-id pub-id-type="pmid">37833712</pub-id></citation></ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>PLK4 is a key molecule in the formation of PGCCs and promotes invasion and migration of progeny cells derived from PGCCs</article-title>. <source>J Cancer</source>. (<year>2022</year>) <volume>13</volume>:<page-range>2954&#x2013;69</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7150/jca.74211</pub-id>, PMID: <pub-id pub-id-type="pmid">35912011</pub-id></citation></ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fei</surname> <given-names>F</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Li</surname> <given-names>C</given-names>
</name>
<name>
<surname>Du</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Li</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Molecular mechanisms by which S100A4 regulates the migration and invasion of PGCCs with their daughter cells in human colorectal cancer</article-title>. <source>Front Oncol</source>. (<year>2020</year>) <volume>10</volume>:<elocation-id>182</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2020.00182</pub-id>, PMID: <pub-id pub-id-type="pmid">32154176</pub-id></citation></ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>High migration and invasion ability of PGCCs and their daughter cells associated with the nuclear localization of S100A10 modified by SUMOylation</article-title>. <source>Front Cell Dev Biol</source>. (<year>2021</year>) <volume>9</volume>:<elocation-id>696871</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcell.2021.696871</pub-id>, PMID: <pub-id pub-id-type="pmid">34336846</pub-id></citation></ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lugli</surname> <given-names>A</given-names>
</name>
<name>
<surname>Zlobec</surname> <given-names>I</given-names>
</name>
<name>
<surname>Berger</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Kirsch</surname> <given-names>R</given-names>
</name>
<name>
<surname>Nagtegaal</surname> <given-names>ID</given-names>
</name>
</person-group>. <article-title>Tumour budding in solid cancers</article-title>. <source>Nat Rev Clin Oncol</source>. (<year>2021</year>) <volume>18</volume>:<page-range>101&#x2013;15</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41571-020-0422-y</pub-id>, PMID: <pub-id pub-id-type="pmid">32901132</pub-id></citation></ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kristensen</surname> <given-names>MP</given-names>
</name>
<name>
<surname>Korsgaard</surname> <given-names>U</given-names>
</name>
<name>
<surname>Timm</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hansen</surname> <given-names>TF</given-names>
</name>
<name>
<surname>Zlobec</surname> <given-names>I</given-names>
</name>
<name>
<surname>Hager</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic value of tumor-stroma ratio in a screened stage II colon cancer population: intratumoral site-specific assessment and tumor budding synergy</article-title>. <source>Mod Pathol</source>. (<year>2025</year>) <volume>38</volume>:<fpage>100738</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.modpat.2025.100738</pub-id>, PMID: <pub-id pub-id-type="pmid">39970989</pub-id></citation></ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lugli</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kirsch</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ajioka</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Bosman</surname> <given-names>F</given-names>
</name>
<name>
<surname>Cathomas</surname> <given-names>G</given-names>
</name>
<name>
<surname>Dawson</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Recommendations for reporting tumor budding in colorectal cancer based on the International Tumor Budding Consensus Conference (ITBCC) 2016</article-title>. <source>Mod Pathol</source>. (<year>2017</year>) <volume>30</volume>:<page-range>1299&#x2013;311</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/modpathol.2017.46</pub-id>, PMID: <pub-id pub-id-type="pmid">28548122</pub-id></citation></ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic impact of tumor budding in rectal cancer after neoadjuvant therapy: a systematic review and meta-analysis</article-title>. <source>Syst Rev</source>. (<year>2024</year>) <volume>13</volume>:<fpage>22</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13643-023-02441-9</pub-id>, PMID: <pub-id pub-id-type="pmid">38191437</pub-id></citation></ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>&#xd6;zt&#xfc;rk</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Bokhorst</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Baumann</surname> <given-names>E</given-names>
</name>
<name>
<surname>Sheahan</surname> <given-names>K</given-names>
</name>
<name>
<surname>Van De Velde</surname> <given-names>CJH</given-names>
</name>
<name>
<surname>Marijnen</surname> <given-names>CAM</given-names>
</name>
<etal/>
</person-group>. <article-title>Exploring intratumoral budding in colorectal cancer using computational pathology: A biopsy-based evaluation</article-title>. <source>Mod Pathol</source>. (<year>2025</year>) <volume>38</volume>:<fpage>100655</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.modpat.2024.100655</pub-id>, PMID: <pub-id pub-id-type="pmid">39522647</pub-id></citation></ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ourailidis</surname> <given-names>I</given-names>
</name>
<name>
<surname>St&#xf6;gbauer</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Beck</surname> <given-names>S</given-names>
</name>
<name>
<surname>Romanovsky</surname> <given-names>E</given-names>
</name>
<name>
<surname>Eckert</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Multi-omics analysis to uncover the molecular basis of tumor budding in head and neck squamous cell carcinoma</article-title>. <source>NPJ Precis Oncol</source>. (<year>2025</year>) <volume>9</volume>:<fpage>73</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41698-025-00856-2</pub-id>, PMID: <pub-id pub-id-type="pmid">40082664</pub-id></citation></ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Silva</surname> <given-names>FFVE</given-names>
</name>
<name>
<surname>Caponio</surname> <given-names>VCA</given-names>
</name>
<name>
<surname>P&#xe9;rez-Say&#xe1;ns</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pad&#xed;n-Iruegas</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Mascitti</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chamorro-Petronacci</surname> <given-names>CM</given-names>
</name>
<etal/>
</person-group>. <article-title>Tumor budding is a prognostic factor in head and neck squamous cell carcinoma: A comprehensive meta-analysis and trial sequential analysis</article-title>. <source>Crit Rev Oncol Hematol</source>. (<year>2024</year>) <volume>193</volume>:<fpage>104202</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.critrevonc.2023.104202</pub-id>, PMID: <pub-id pub-id-type="pmid">37989426</pub-id></citation></ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lian</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Nan</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Quantifying tumor budding: implications for prognosis in gastric adenocarcinoma</article-title>. <source>Am J Surg Pathol</source>. (<year>2025</year>) <volume>49</volume>:<page-range>363&#x2013;71</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/PAS.0000000000002360</pub-id>, PMID: <pub-id pub-id-type="pmid">39807821</pub-id></citation></ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thakur</surname> <given-names>N</given-names>
</name>
<name>
<surname>Ailia</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Chong</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Shin</surname> <given-names>OR</given-names>
</name>
<name>
<surname>Yim</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Tumor budding as a marker for poor prognosis and epithelial-mesenchymal transition in lung cancer: A systematic review and meta-analysis</article-title>. <source>Front Oncol</source>. (<year>2022</year>) <volume>12</volume>:<elocation-id>828999</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2022.828999</pub-id>, PMID: <pub-id pub-id-type="pmid">35719992</pub-id></citation></ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname> <given-names>BW</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>BY</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>HQ</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>GQ</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>MX</given-names>
</name>
<etal/>
</person-group>. <article-title>Clinicopathologic and prognostic characteristics of tumor budding-like in giant cell tumor of bone</article-title>. <source>Cancer</source>. (<year>2024</year>) <volume>130</volume>:<page-range>4085&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cncr.35551</pub-id>, PMID: <pub-id pub-id-type="pmid">39239786</pub-id></citation></ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Janyasupab</surname> <given-names>P</given-names>
</name>
<name>
<surname>SinGhanat</surname> <given-names>K</given-names>
</name>
<name>
<surname>Warnnissorn</surname> <given-names>M</given-names>
</name>
<name>
<surname>Thuwajit</surname> <given-names>P</given-names>
</name>
<name>
<surname>Suratanee</surname> <given-names>A</given-names>
</name>
<name>
<surname>Plaimas</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Identification of tumor budding-associated genes in breast cancer through transcriptomic profiling and network diffusion analysis</article-title>. <source>Biomolecules</source>. (<year>2024</year>) <volume>14</volume>(<issue>8</issue>):<fpage>896</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/biom14080896</pub-id>, PMID: <pub-id pub-id-type="pmid">39199284</pub-id></citation></ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maillard</surname> <given-names>M</given-names>
</name>
<name>
<surname>Neppl</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zens</surname> <given-names>P</given-names>
</name>
<name>
<surname>Anex</surname> <given-names>J</given-names>
</name>
<name>
<surname>Peters</surname> <given-names>S</given-names>
</name>
<name>
<surname>Krueger</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Multicenter study on tumor budding in lung squamous cell carcinoma: comparison between biopsy and resection with interobserver variability assessment</article-title>. <source>Mod Pathol</source>. (<year>2024</year>) <volume>37</volume>:<fpage>100571</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.modpat.2024.100571</pub-id>, PMID: <pub-id pub-id-type="pmid">39038789</pub-id></citation></ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hou</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Han</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Triple-negative breast cancer survival prediction using artificial intelligence through integrated analysis of tertiary lymphoid structures and tumor budding</article-title>. <source>Cancer</source>. (<year>2024</year>) <volume>130</volume>:<page-range>1499&#x2013;512</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cncr.35261</pub-id>, PMID: <pub-id pub-id-type="pmid">38422056</pub-id></citation></ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haddad</surname> <given-names>TS</given-names>
</name>
<name>
<surname>Bokhorst</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Berger</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Dobbelsteen</surname> <given-names>LVD</given-names>
</name>
<name>
<surname>Simmer</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ciompi</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Combining immunoscore and tumor budding in colon cancer: an insightful prognostication based on the tumor-host interface</article-title>. <source>J Transl Med</source>. (<year>2024</year>) <volume>22</volume>:<fpage>1090</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-024-05818-z</pub-id>, PMID: <pub-id pub-id-type="pmid">39623479</pub-id></citation></ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feakins</surname> <given-names>RM</given-names>
</name>
<name>
<surname>Loughrey</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Silver</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Buds, clusters, and transitions in 21st century colorectal carcinoma: revolution or reinvention?<sup>&#x2020;</sup>
</article-title>. <source>J Pathol</source>. (<year>2023</year>) <volume>261</volume>:<page-range>121&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/path.6173</pub-id>, PMID: <pub-id pub-id-type="pmid">37565277</pub-id></citation></ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hui</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Landstrom</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>TGF&#x3b2;-induced EN1 promotes tumor budding of adenoid cystic carcinoma in patient-derived organoid model</article-title>. <source>Int J Cancer</source>. (<year>2024</year>) <volume>154</volume>:<page-range>1814&#x2013;27</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/ijc.34856</pub-id>, PMID: <pub-id pub-id-type="pmid">38282121</pub-id></citation></ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname> <given-names>P</given-names>
</name>
<name>
<surname>White-Gilbertson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Beeson</surname> <given-names>G</given-names>
</name>
<name>
<surname>Beeson</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ogretmen</surname> <given-names>B</given-names>
</name>
<name>
<surname>Norris</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Ceramide synthase 6 maximizes p53 function to prevent progeny formation from polyploid giant cancer cells</article-title>. <source>Cancers</source>. (<year>2021</year>) <volume>13</volume>(<issue>9</issue>):<fpage>2212</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13092212</pub-id>, PMID: <pub-id pub-id-type="pmid">34062962</pub-id></citation></ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>White-Gilbertson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Saatci</surname> <given-names>O</given-names>
</name>
<name>
<surname>Sahin</surname> <given-names>O</given-names>
</name>
<name>
<surname>Delaney</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Ogretmen</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Transcriptome analysis of polyploid giant cancer cells and their progeny reveals a functional role for p21 in polyploidization and depolyploidization</article-title>. <source>J Biol Chem</source>. (<year>2024</year>) <volume>300</volume>:<fpage>107136</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jbc.2024.107136</pub-id>, PMID: <pub-id pub-id-type="pmid">38447798</pub-id></citation></ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>White-Gilbertson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Jones</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Chiodini</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hurley</surname> <given-names>D</given-names>
</name>
<name>
<surname>Das</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Tamoxifen is a candidate first-in-class inhibitor of acid ceramidase that reduces amitotic division in polyploid giant cancer cells-Unrecognized players in tumorigenesis</article-title>. <source>Cancer Med</source>. (<year>2020</year>) <volume>9</volume>:<page-range>3142&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cam4.2960</pub-id>, PMID: <pub-id pub-id-type="pmid">32135040</pub-id></citation></ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>White-Gilbertson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Esobi</surname> <given-names>I</given-names>
</name>
<name>
<surname>Echesabal-Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Mulholland</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Gooz</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Polyploid giant cancer cells are dependent on cholesterol for progeny formation through amitotic division</article-title>. <source>Sci Rep</source>. (<year>2022</year>) <volume>12</volume>:<fpage>8971</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-022-12705-4</pub-id>, PMID: <pub-id pub-id-type="pmid">35624221</pub-id></citation></ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>You</surname> <given-names>B</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>T</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>AMPK-mTOR-mediated activation of autophagy promotes formation of dormant polyploid giant cancer cells</article-title>. <source>Cancer Res</source>. (<year>2022</year>) <volume>82</volume>:<page-range>846&#x2013;58</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/0008-5472.CAN-21-2342</pub-id>, PMID: <pub-id pub-id-type="pmid">34965934</pub-id></citation></ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bowers</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Andrade</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Jones</surname> <given-names>CM</given-names>
</name>
<name>
<surname>White-Gilbertson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Voelkel-Johnson</surname> <given-names>C</given-names>
</name>
<name>
<surname>Delaney</surname> <given-names>JR</given-names>
</name>
</person-group>. <article-title>Autophagy modulating therapeutics inhibit ovarian cancer colony generation by polyploid giant cancer cells (PGCCs)</article-title>. <source>BMC Cancer</source>. (<year>2022</year>) <volume>22</volume>:<fpage>410</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12885-022-09503-6</pub-id>, PMID: <pub-id pub-id-type="pmid">35421971</pub-id></citation></ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adibi</surname> <given-names>R</given-names>
</name>
<name>
<surname>Moein</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gheisari</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Zoledronic acid targets chemo-resistant polyploid giant cancer cells</article-title>. <source>Sci Rep</source>. (<year>2023</year>) <volume>13</volume>:<fpage>419</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-022-27090-1</pub-id>, PMID: <pub-id pub-id-type="pmid">36624105</pub-id></citation></ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vicente</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>K</given-names>
</name>
<name>
<surname>Tillinghast</surname> <given-names>G</given-names>
</name>
<name>
<surname>McFaline-Figueroa</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Sancak</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Stella</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>The microtubule targeting agent ST-401 triggers cell death in interphase and prevents the formation of polyploid giant cancer cells</article-title>. <source>J Transl Med</source>. (<year>2024</year>) <volume>22</volume>:<fpage>441</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-024-05234-3</pub-id>, PMID: <pub-id pub-id-type="pmid">38730481</pub-id></citation></ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chiang</surname> <given-names>CC</given-names>
</name>
<name>
<surname>Rock</surname> <given-names>EC</given-names>
</name>
<name>
<surname>Butler</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Anne</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Single-cell morphological and transcriptome analysis unveil inhibitors of polyploid giant breast cancer cells <italic>in vitro</italic>
</article-title>. <source>Commun Biol</source>. (<year>2023</year>) <volume>6</volume>:<fpage>1301</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s42003-023-05674-5</pub-id>, PMID: <pub-id pub-id-type="pmid">38129519</pub-id></citation></ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>N</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Hajek</surname> <given-names>RA</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting polyploid giant cancer cells potentiates a therapeutic response and overcomes resistance to PARP inhibitors in ovarian cancer</article-title>. <source>Sci Adv</source>. (<year>2023</year>) <volume>9</volume>:<fpage>eadf7195</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciadv.adf7195</pub-id>, PMID: <pub-id pub-id-type="pmid">37478190</pub-id></citation></ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thura</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Al-Aidaroos</surname> <given-names>AQ</given-names>
</name>
<name>
<surname>Xiong</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Ong</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>PRL3 induces polypoid giant cancer cells eliminated by PRL3-zumab to reduce tumor relapse</article-title>. <source>Commun Biol</source>. (<year>2021</year>) <volume>4</volume>:<fpage>923</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s42003-021-02449-8</pub-id>, PMID: <pub-id pub-id-type="pmid">34326464</pub-id></citation></ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>S</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ouyang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>IL-1&#x3b2; is involved in docetaxel chemoresistance by regulating the formation of polyploid giant cancer cells in non-small cell lung cancer</article-title>. <source>Sci Rep</source>. (<year>2023</year>) <volume>13</volume>:<fpage>12763</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-023-39880-2</pub-id>, PMID: <pub-id pub-id-type="pmid">37550397</pub-id></citation></ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niu</surname> <given-names>N</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Bast</surname> <given-names>RC</given-names>
</name>
<name>
<surname>Sood</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>IL-6 promotes drug resistance through formation of polyploid giant cancer cells and stromal fibroblast reprogramming</article-title>. <source>Oncogenesis</source>. (<year>2021</year>) <volume>10</volume>:<fpage>65</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41389-021-00349-4</pub-id>, PMID: <pub-id pub-id-type="pmid">34588424</pub-id></citation></ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haidar Ahmad</surname> <given-names>S</given-names>
</name>
<name>
<surname>El Baba</surname> <given-names>R</given-names>
</name>
<name>
<surname>Herbein</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Polyploid giant cancer cells, cytokines and cytomegalovirus in breast cancer progression</article-title>. <source>Cancer Cell Int</source>. (<year>2023</year>) <volume>23</volume>:<fpage>119</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12935-023-02971-1</pub-id>, PMID: <pub-id pub-id-type="pmid">37340387</pub-id></citation></ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Shih</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>HC</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>LJ</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>High-throughput empirical and virtual screening to discover novel inhibitors of polyploid giant cancer cells in breast cancer</article-title>. <source>Anal Chem</source>. (<year>2025</year>) <volume>97</volume>:<page-range>5498&#x2013;506</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/acs.analchem.4c05138</pub-id>, PMID: <pub-id pub-id-type="pmid">40040372</pub-id></citation></ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ning</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Role of the CTCF/p300 axis in osteochondrogenic-like differentiation of polyploid giant cancer cells with daughter cells</article-title>. <source>Cell Commun Signal</source>. (<year>2024</year>) <volume>22</volume>:<fpage>546</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12964-024-01933-y</pub-id>, PMID: <pub-id pub-id-type="pmid">39548585</pub-id></citation></ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ning</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Acetylated-PPAR&#x3b3; expression is regulated by different P53 genotypes associated with the adipogenic differentiation of polyploid giant cancer cells with daughter cells</article-title>. <source>Cancer Biol Med</source>. (<year>2023</year>) <volume>20</volume>:<fpage>56</fpage>&#x2013;<lpage>76</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.20892/j.issn.2095-3941.2022.0432</pub-id>, PMID: <pub-id pub-id-type="pmid">36647790</pub-id></citation></ref>
</ref-list>
</back>
</article>