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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2024.1483192</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Advantages of the zebrafish tumor xenograft model: the evaluation of efficacy in cancer therapy and the application to the study of lncRNAs</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Chengwu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</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>Sun</surname>
<given-names>Ling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jianqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<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>Lyu</surname>
<given-names>Zhengbing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yuan</surname>
<given-names>Chen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jiang</surname>
<given-names>Xiaofeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/559169"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
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</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, Zhejiang Sci-Tech University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Pediatric Department, The First People&#x2019;s Hospital of Huzhou</institution>, <addr-line>Huzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Xudong Zhu, University of Kentucky, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jieyi Li, Shanghai Yunying Medical Technology Co., Ltd, China</p>
<p>Jiawen Bu, China Medical University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xiaofeng Jiang, <email xlink:href="mailto:xfjiang@zstu.edu.cn">xfjiang@zstu.edu.cn</email>; Chen Yuan, <email xlink:href="mailto:1243660363@qq.com">1243660363@qq.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>09</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1483192</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Hu, Sun, Chen, Lyu, Yuan and Jiang</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Hu, Sun, Chen, Lyu, Yuan and Jiang</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>In the current preclinical anti-tumor researches, there is a general lack of an <italic>in vivo</italic> model that can quickly and efficiently screen effective anti-tumor drugs. As a species that is 87% genetically similar to humans, zebrafish have been widely used to model human diseases, and they are considered an alternative economic model for studying cancer development, proliferation, and metastasis. The zebrafish tumor xenograft model has been effectively used for cancer drug development at all levels, including target validation, and high-throughput screening of long non-coding RNAs (lncRNAs) that may be involved in tumor regulation. In this review, we provide a comprehensive overview of zebrafish as an <italic>in vivo</italic> model for cancer cell growth, migration, anti-tumor immunotherapy, and anti-tumor drug screening. In addition, the regulatory mechanisms of some active lncRNAs have been identified to play a role in the pathogenesis of cancer, but it is still necessary to take advantage of the efficient zebrafish model to screen and learn more about the role of these molecules in tumor development and migration. Current anti-tumor therapies are limited by severe toxicity and multidrug resistance. There is an urgent need for the cost-effective and efficient <italic>in vivo</italic> research tools to improve our understanding and overcome these problems. This paper reviews the different purposes of anti-tumor research using zebrafish model. We discuss the use of zebrafish in cancer cell proliferation and metastasis, identifying signaling pathways, cancer drug discovery and treatment development, and toxicity studies. Finally, this review highlights the limitations of the field and future directions to effectively utilize zebrafish as a highly efficient model for cancer treatment development.</p>
</abstract>
<kwd-group>
<kwd>zebrafish model</kwd>
<kwd>anti-tumor research</kwd>
<kwd>cancer therapy</kwd>
<kwd>lncRNAs</kwd>
<kwd>immunotherapy</kwd>
</kwd-group>
<contract-sponsor id="cn001">Zhejiang Province Public Welfare Technology Application Research Project<named-content content-type="fundref-id">10.13039/501100010248</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="109"/>
<page-count count="11"/>
<word-count count="4634"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Immunity and Immunotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Cancer is a disease with complex causes, including genetic mutation, chromosomal translocation and deletion, amplification, and epigenetic alteration (<xref ref-type="bibr" rid="B1">1</xref>). While cancer death rates continue to decline, some cancer types are on the rise, such as breast, pancreatic, and uterine cancers, which are increasing in the United States by 0.6%&#xa0;to 1% per year between 2015 and 2019. The incidence of prostate cancer, liver cancer (in women), kidney cancer, human papillomavirus-associated oral cancer, and melanoma is increasing by 2% to 3% per year. The incidence of cervical cancer (30-44 years old) and colorectal cancer (&lt;55 years old) in young people are also increasing at a rate of 1-2% per year (<xref ref-type="bibr" rid="B2">2</xref>). Similarly, by 2022, there will be approximately 4,824,700 new cases of malignant tumors and 2,574,100 deaths in China, and the burden of disease is still rising (<xref ref-type="bibr" rid="B3">3</xref>). Thus, it remains a major health problem, and effective animal models and therapeutic studies of many types of cancer are lacking. Noncoding RNAs (ncRNAs) differ from mRNAs in that most of them are not translated into proteins and are generally categorized according to the number of bases, of which those larger than 200 bases are called lncRNAs. LncRNAs are important and powerful cis- or trans-regulators of gene activity, acting as scaffolds for chromatin-modifying complexes and nucleosomes, as well as enhancers and mediators of remote chromatin interactions (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). A study analyzing the expression profiles of lncRNAs (and other ncRNAs) in samples from patients with a variety of cancers and comparing them with corresponding normal cells showed that many lncRNAs are dysregulated in various types of cancer (<xref ref-type="bibr" rid="B8">8</xref>). In prostate cancer, genome-wide RNA-Seq analysis identified many lncRNAs that are up- or down-regulated in prostate cancer, such as PCA3, PCGEM1, and PCAT-1 are highly associated with prostate cancer (<xref ref-type="bibr" rid="B9">9</xref>). In breast cancer, lncRNAs involved include HOTAIR, ANRIL, ZFAS1, NEAT1, DANCR, HIF1A-AS, XIST, TOPORS-AS1, LSINCT-5, and LNP1 (<xref ref-type="bibr" rid="B10">10</xref>). A number of deregulated lncRNAs have also been identified in other different types of cancers. Tumor research has focused on lncRNAs because of their functional diversity.</p>
<p>Zebrafish (Danio rerio) has become one of essential vertebrate model organisms for biomedical research. Zebrafish xenograft models offer many unique benefits for cancer research, including the optical transparency of zebrafish embryos and juveniles, which allows for <italic>in vivo</italic> observation and assessment of proliferation and migration at 96 h post-fertilization (hpf) (<xref ref-type="bibr" rid="B11">11</xref>). Zebrafish is a reliable model organism for studying tumor growth and metastasis (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>), and zebrafish models can be applied to the study of the role of lncRNAs in tumor development. For instance, the roles of lncRNA SNHG4 in the proliferation and migration of colorectal cancer (CRC) (<xref ref-type="bibr" rid="B14">14</xref>) and THOR in melanoma (<xref ref-type="bibr" rid="B15">15</xref>) have been explored. Zebrafish has emerged as an effective experimental animal model in the transition from <italic>in vitro</italic> experimental models, such as cells, to mammalian models, such as mice, and is valuable to drug-active molecule screening, antitumor drug development, tumor immunotherapy, and research on the functions of tumor-associated lncRNAs (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). In this paper, we mainly review and summarize some zebrafish xenograft tumor models and their uses in the study of tumorigenesis, proliferation, migration, and antitumor mechanism based on lncRNAs.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Model organism - zebrafish</title>
<sec id="s2_1">
<label>2.1</label>
<title>Emergence of zebrafish as a model organism</title>
<p>Zebrafish is a common vertebrate model organism. George Streisinger first recognized the potential of zebrafish as a vertebrate model organism in the early 1980s and published the first paper describing the use of zebrafish as a vertebrate model (<xref ref-type="bibr" rid="B19">19</xref>). His research provided a practical basis for the use of zebrafish as a vertebrate model for humans and opened the door to the study of zebrafish. Continuous and in-depth research on zebrafish in the following decades has gradually recognized the potential of zebrafish as a model organism for the study of human diseases. Researchers from the United States and Germany completed the screening of mutated genes in zebrafish in 1996 (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>), and the whole genome of zebrafish was sequenced in 2000. Providing insights into the genetic background of zebrafish, several zebrafish models of human diseases have been established. Since then, many zebrafish disease models have been established, demonstrating the importance of zebrafish as a model organism.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Developmental processes and stages of zebrafish</title>
<p>Zebrafish has highly similar development process to the embryos of higher vertebrates, including humans (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). Compared with mice, zebrafish are small and easy to manipulate for gene editing and reproduction and can be bred in large numbers at a low cost. The embryonic development of zebrafish is rapid (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>); a single-celled fertilized egg develops into a motile and transparent embryo within 24 h. The majority of morphological changes are completed at 3 days post-fertilization (dpf) (<xref ref-type="bibr" rid="B25">25</xref>), and the digestive system and mouth are functional between 5 and 6 dpf. The yolk sacs throughout the embryonic and early larval stages are rapidly depleted and fully absorbed by 7 dpf. Once a zebrafish develops most of its features, it is considered a juvenile; when it is capable of producing living gametes and reproducing, it is considered an adult (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Under optimal culture conditions, laboratory zebrafish reach sexual maturity in the third month of their development.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Development process of zebrafish embryo.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1483192-g001.tif"/>
</fig>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Merits of zebrafish as a model in tumor research</title>
<p>A model organism necessarily requires an extremely high degree of conservation of its target genes with respect to the object of a study. Many factors involved in tumor progression are highly conserved between zebrafish and humans. Approximately 71.4% of human genes have at least one zebrafish homolog, and 82% of human disease-related genes have at least one zebrafish homolog (<xref ref-type="bibr" rid="B27">27</xref>). In addition, multiple epigenetic marks regulating gene expression are conserved in vertebrates, including zebrafish and humans (<xref ref-type="bibr" rid="B28">28</xref>). Despite having cell cycle genes, zebrafish has conserved tumor suppressors and oncogenes, which facilitate studies on oncogenic pathways and targeted tracing in zebrafish models. Moreover, due to the ease of introducing exogenous genes by microinjection at the single-cell stage of zebrafish, as well as the transparent development of the zebrafish embryo, where the expression and distribution of exogenous genes are easy to visualize and detect (<xref ref-type="bibr" rid="B29">29</xref>), zebrafish can be easily genetically manipulated through knockouts, overexpression, and transgenesis, allowing for the creation and characterization of cancer models at the genetic level (<xref ref-type="bibr" rid="B30">30</xref>). Notably, a high degree of similarity has been observed between the histopathology of human primary tumors and tumors transplanted in zebrafish (<xref ref-type="bibr" rid="B31">31</xref>). However, some genes involved in human cancer progression do not have clear homology in zebrafish, including leukemia inhibitory factor, oncostatin M, and breast cancer susceptibility genes (<xref ref-type="bibr" rid="B27">27</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Zebrafish tumor xenograft model and its application</title>
<sec id="s3_1">
<label>3.1</label>
<title>Tumor xenograft models in zebrafish</title>
<p>The zygotes in zebrafish can develop rapidly <italic>in vitro</italic> and exhibit a certain degree of transparency. These features allow for the direct visualization, microscopic manipulation throughout embryogenesis and larval development, and observation of fluorescently labeled tumor cell lines with a microscope, thereby facilitating studies on the biology of tumor cells in living organisms. These merits establish zebrafish as effective tumor models. In addition, zebrafish shows early embryonic immune system defects at 0&#x2013;5 dpf, when the adaptive immune system is still underdeveloped; these defect results in the poor development of the thymus in adult zebrafish, enabling it to tolerate exogenous cell implantation (<xref ref-type="bibr" rid="B32">32</xref>). Moreover, no rejection reaction occurs when xenogenic tumor transplantation is carried out in this period. A human tumor xenotransplantation model in fish has many benefits.</p>
<p>In 2005, Lee et&#xa0;al. (<xref ref-type="bibr" rid="B33">33</xref>) or the first time implanted human melanoma cells into zebrafish through xenotransplantation, providing a theoretical basis and experimental foundation for the construction of zebrafish xenotransplantation model. In 2007, Stoletov et&#xa0;al. (<xref ref-type="bibr" rid="B34">34</xref>), constructed a zebrafish juvenile xenotransplantation model by manipulating a xenotransplantation model on a 1 dpf zebrafish embryo, demonstrating that zebrafish larvae possess a window of observation for tumor formation, cell invasion, and tumor-induced angiogenesis. Tumor transplantation in zebrafish has emerged as an important model for oncology research over the past few years (<xref ref-type="bibr" rid="B35">35</xref>), and many important genes and pathways involved in cancer formation are highly conserved between the two species due to the high similarity between zebrafish and humans in terms of genetic background (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Through the study of zebrafish tumor xenograft models, the molecular mechanisms of human tumorigenesis and development, the formation of tumor microenvironment, and the therapeutic effects of antitumor drugs and therapies have been explored in depth.</p>
<p>The current application of zebrafish to the construction of various benign and malignant tumor models involves direct oncogenic drug intervention, gene mutation, and tumor cell transplantation, among which there is a rich variety of xenotransplantation models, such as leukemia, melanoma, glioma, and hepatocellular carcinoma models (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Xenotransplantation is simpler than chemical, transgenic, and genetic mutation. A specific zebrafish tumor model can be established by injecting tumor cells through xenotransplantation. The body of a zebrafish is transparent before adulthood, and thus tumor growth can be directly observed with a body microscope. An adult zebrafish can be observed under a live imager, and the size and position of fluorescently labeled tumor growth can be observed and recorded in real time. In the preparation of zebrafish xenotransplantation models, a large number of model zebrafish can be obtained simultaneously for parallel evaluation and analysis. Tumor models with site and size differences can be constructed by controlling the number and location of injected tumor cell, and tumor models with special properties by modifying tumors. Moreover, the construction of 2&#x2013;5 day models do not require immunosuppression, thus simplifying experimental procedures and shortening the experimental period.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Tumor xenograft models in zebrafish.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Strain</th>
<th valign="middle" align="center">Tumor Type</th>
<th valign="middle" align="center">Time</th>
<th valign="middle" align="center">Cell number</th>
<th valign="middle" align="center">Injection site</th>
<th valign="middle" align="center">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">Breast cancer</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">50 - 400</td>
<td valign="middle" align="center">duct of Cuvier</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">glioblastoma</td>
<td valign="middle" align="center">30 dpf</td>
<td valign="middle" align="center">2&#xd7;10<sup>5</sup>
</td>
<td valign="middle" align="center">cerebrum</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">glioblastoma</td>
<td valign="middle" align="center">30 dpf</td>
<td valign="middle" align="center">2&#xd7;10<sup>5</sup>
</td>
<td valign="middle" align="center">cerebrum</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">neuroendocrine tumor</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">perivitelline space</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B39">39</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">pancreatic cancer</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">200</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B40">40</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">pituitary adenoma</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">perivitelline space</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B41">41</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">AB</td>
<td valign="middle" align="center">rhabdomyosarcoma</td>
<td valign="middle" align="center">&gt;30 dpf</td>
<td valign="middle" align="center">2&#xd7;10<sup>4</sup>
</td>
<td valign="middle" align="center">intraperitoneal cavity</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B42">42</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Casper</td>
<td valign="middle" align="center">multiple myeloma</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">perivitelline space</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B43">43</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">ABTL, Albino, Casper,<break/>Tg (fli1: EGFP),<break/>Tg (mpo: GFP)</td>
<td valign="middle" align="center">ewing sarcoma</td>
<td valign="middle" align="center">2 dpf/30 dpf</td>
<td valign="middle" align="center">500 - 800</td>
<td valign="middle" align="center">yolk/eye</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B44">44</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Casper</td>
<td valign="middle" align="center">leukaemia</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">25 &#x2013; 50</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B45">45</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">AB, achesb55, mutant</td>
<td valign="middle" align="center">liver cancer</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">300</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B46">46</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">AB, Casper</td>
<td valign="middle" align="center">pancreatic</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">50 - 80</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B47">47</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">AB</td>
<td valign="middle" align="center">Adrenocortical cancer</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">240</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: eGFP)</td>
<td valign="middle" align="center">Adenocarcinoma of the lungs</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">200 - 300</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (fli1: EGFP)</td>
<td valign="middle" align="center">Oral squamous cell carcinoma</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">yolk</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B50">50</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tg (Kdrl: mCherry)</td>
<td valign="middle" align="center">liposarcoma</td>
<td valign="middle" align="center">2 dpf</td>
<td valign="middle" align="center">50 - 400</td>
<td valign="middle" align="center">heartbeat</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Applications in tumor angiogenesis and migration</title>
<p>Given that angiogenesis of tumor tissues plays a key role in tumor growth and metastasis (<xref ref-type="bibr" rid="B52">52</xref>), observing and studying the angiogenic process of tumor tissues is of great value in studies on tumor production and migration. In 2001, Sumio Isogai et&#xa0;al. (<xref ref-type="bibr" rid="B53">53</xref>) found that the blood vessels of zebrafish and other vertebrates have great similarities, showing that studying the process of tumor angiogenesis in zebrafish is effective and feasible and providing an experimental basis for studying human tumor angiogenesis in zebrafish.</p>
<p>Zebrafish has benefits for evaluating the process of tumor angiogenesis, including its early embryonic transparency, high reproductive efficiency, and fast metabolic efficiency. Thus, it is more suitable for research on tumor angiogenesis than rabbits, mice, and chicken embryos and contributes to the rapid developments in this field (<xref ref-type="bibr" rid="B54">54</xref>). In addition, the application of transgenic angiofluorescent strain of zebrafish allows for the direct <italic>in vivo</italic> real-time evaluation of angiogenesis-inhibiting drugs on the neovascular system of tumor tissues, facilitating the rapid and precise screening and effect analysis of anti-angiogenic drugs (<xref ref-type="bibr" rid="B55">55</xref>). The many features of zebrafish facilitate research on the kinetics of microtumor formation and neovascularization through high-resolution imaging. Meanwhile, the interaction between fluorescent tumor cells and GFP-labeled host vasculature can be described in detail by the three-dimensional reconstruction of confocal microscopy images (<xref ref-type="bibr" rid="B56">56</xref>). This model system provides a clear window for observing the mechanisms of microtumor formation, cell invasion, and tumor-induced angiogenesis in mature animals. On the other hand, the process of vascular system generation of transplanted tumors in juvenile fish may be close to the process of tumor angiogenesis in cancer patients (<xref ref-type="bibr" rid="B57">57</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Applications in tumor immunotherapy</title>
<p>Unlike the vascular system that supports circulation, lymphatic vessels form a blind-ended tree-like structure rather than a circulatory loop. Tumors generate not only blood vessels but also lymphatic vessels in the microenvironment. Immune and inflammatory cells in lymphatic vessels enter the tumor microenvironment through infiltration, prompting the body to use autoimmunity against a tumor (<xref ref-type="bibr" rid="B58">58</xref>). The molecular mechanisms controlling lymphatic vessel development are largely conserved in zebrafish compared with humans, and lymphatic vessels in both involve key factors such as <italic>vegfc</italic>, <italic>vegfd</italic>, <italic>vegfr3</italic>, <italic>ccbe1</italic>, and <italic>prox1a</italic> during development (<xref ref-type="bibr" rid="B59">59</xref>). Therefore, the same characteristics of zebrafish embryonic transparency can be utilized in observing the transgenic zebrafish fluorescently labeled with lymphatic vessels in real time under an imager and studying the status of lymphatic vessel generation in the tumor microenvironment, serving as a platform for the observation of metastasis, proliferation, and dissemination of tumor cells via lymphatic vessels.</p>
<p>Based on the generative mechanism of the tumor microenvironmental lymphatic vascular system in zebrafish xenograft models, this model can be used in exploring tumor immunotherapy and provides insights for clinical tumor therapies, such as immune checkpoint inhibitor drugs. Representative drugs in this class include CTLA-4 inhibitors (<xref ref-type="bibr" rid="B60">60</xref>) and PD-1 inhibitors (<xref ref-type="bibr" rid="B61">61</xref>). Given that zebrafish have similar immune molecular mechanisms to humans, a portion of immune checkpoint inhibitory drugs can be used in zebrafish for studies on relevant drug mechanism of action and efficacy.</p>
<p>CAR-T therapy is one of the methods for tumor immunotherapy. In this method, T-lymphocytes extracted from a tumor lesion site can be tagged labels that recognize tumor markers, expanded, cultured <italic>in vitro</italic>, and re-infused back to a patient&#x2019;s body. These cells can specifically kill tumor cells. As zebrafish progressively produce immune-related cells, such as T-cells, B-cells, and natural killer cells, as they develop into larvae, and gradually form a complete innate and acquired immune system, CAR-T therapy can be applied to zebrafish xenograft models for vivo studies. Susana Pascoal et&#xa0;al. (<xref ref-type="bibr" rid="B62">62</xref>) demonstrated that CAR-T cell&#x2013;mediated elimination of target cells can be monitored in zebrafish embryos and CD19-specific CAR-T cells can kill pre-B leukemia cells (Nalm-6) in zebrafish embryos; in addition, they developed a system for quantifying changes in tumor and CAR-T cells over time; they suggest that a zebrafish xenograft model allows for the low-cost and rapid preclinical evaluation of CAR-T cells.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Application in tumor drug screening</title>
<p>The research and development of novel drugs are long and costly processes. Drugs are first developed through <italic>in vitro</italic> tests, in which the effects of small-molecule therapies on cells are determined by detecting cell proliferation, cytotoxicity, marker expression, migration, signaling pathway activation, and morphological changes. Then, <italic>in vivo</italic> tests are conducted, in which the half-life of a drug is evaluated, and final drug screening is performed. Zebrafish are aquatic organisms that can absorb small-molecule compounds directly from water (<xref ref-type="bibr" rid="B63">63</xref>), and are thus more suitable for small-molecule drug screening and drug delivery pathway research than mice. In addition, a zebrafish has a short maturation period and produces a large number of offspring, and the cost of manipulating its genetic material is low. Thus, constructing tumor models from zebrafish is less expensive and time consuming than constructing tumor models from nude mice. Owing to the merits of zebrafish, it can be used as an intermediate evaluation model at the cellular and mammalian model levels for the rapid screening of antitumor active drug molecules and evaluation of the efficacy of antitumor therapies. The use of the zebrafish system spans from the discovery phase of high-content and high-throughput screening to the preclinical screening phase (<xref ref-type="bibr" rid="B64">64</xref>). We predict that zebrafish models will be increasingly used for drug assessment evaluation in the therapeutic context (<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>Zebrafish model for evaluating the effectiveness of antitumor therapy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1483192-g002.tif"/>
</fig>
<p>The use of zebrafish in drug discovery not only can improve the&#xa0;success rate of late-stage clinical drug development but also can&#xa0;reduce the cost and time required for screening (<xref ref-type="bibr" rid="B65">65</xref>). Owing to the high genetic affinity between zebrafish and humans, low breeding cost, convenient model construction, and easy genetic manipulation, which allows for the simultaneous construction of a large number of xenograft models for high-throughput drug screening, zebrafish is more suitable for high-throughput drug screening than other animal models. The short developmental process and fast metabolic efficiency of zebrafish can greatly reduce the time and increase the rate of drug screening. Thus, zebrafish xenografts have been used for the <italic>in vivo</italic> screening of drugs for CRC treatment, including cetuximab and regorafenib, and are effective and rapid <italic>in vivo</italic> model for human tumor drug trials (<xref ref-type="bibr" rid="B66">66</xref>).</p>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Application of zebrafish modeling in the study of lncRNAs</title>
<sec id="s4_1">
<label>4.1</label>
<title>Role and mechanisms of lncRNAs in tumor biology</title>
<p>Measurement and analysis of human transcriptional profiles have shown that the human genome is universally transcribed, but only 2% of RNAs encode proteins (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). Transcripts greater than 200 nt in length have been widely categorized as lncRNAs (<xref ref-type="bibr" rid="B69">69</xref>&#x2013;<xref ref-type="bibr" rid="B71">71</xref>). LncRNAs play crucial roles in cellular processes, including cell cycle regulation (<xref ref-type="bibr" rid="B72">72</xref>), cell differentiation and development (<xref ref-type="bibr" rid="B73">73</xref>), metabolism (<xref ref-type="bibr" rid="B74">74</xref>), immunity (<xref ref-type="bibr" rid="B75">75</xref>), and cancer genesis and development (<xref ref-type="bibr" rid="B76">76</xref>) and are potentially involved in viral infections (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B77">77</xref>).</p>
<p>LncRNAs have various mechanisms of action, can regulate transcriptional and epigenetic modifications by interacting with DNA (<xref ref-type="bibr" rid="B78">78</xref>&#x2013;<xref ref-type="bibr" rid="B80">80</xref>), participate in the regulation of translational and post-translational modifications through interactions with proteins (<xref ref-type="bibr" rid="B81">81</xref>, <xref ref-type="bibr" rid="B82">82</xref>) and RNAs (<xref ref-type="bibr" rid="B83">83</xref>, <xref ref-type="bibr" rid="B84">84</xref>), and can directly interact with signaling receptors (<xref ref-type="bibr" rid="B85">85</xref>). Although lncRNAs were previously categorized as noncoding RNAs, multiple lncRNAs contain open reading frames that produce micropeptides involved in a variety of biological processes and associated with many pathophysiological processes, such as carcinogenesis and tumor invasion and metastasis (<xref ref-type="bibr" rid="B86">86</xref>, <xref ref-type="bibr" rid="B87">87</xref>) and innate immune responses (<xref ref-type="bibr" rid="B88">88</xref>). The discovery of lncRNA-derived peptides has generated a new mode of action by which these peptides interact with proteins and influence biological processes involved in the onset and progression of a disease, particularly cancer and immune diseases (<xref ref-type="bibr" rid="B89">89</xref>).</p>
<p>For example, large amounts of lncRNAs promote tumor growth and metastasis.PVT1 is required for high levels of c-Myc protein; PVT1 RNA and c-Myc protein expression are highly correlated in primary human tumors. Inhibition of PVT1 suppresses c-Myc-driven tumorigenic potency (<xref ref-type="bibr" rid="B90">90</xref>). MALAT1 was first identified in the lung cancer MALAT1 and is one of the most studied lncRNAs in cancer. For example, MALAT1 can promote tumorigenesis through the Wnt/&#x3b2;-catenin pathway, EMT, PI3K/AKT pathway, ERK/MAPK pathway and angiogenesis (<xref ref-type="bibr" rid="B91">91</xref>). HOTAIR alters histone (H3K27) methylation patterns and gene expression, thereby promoting tumor cell invasion. On the other hand, inhibition of HOTAIR decreases cell invasion. This is mainly attributed to the ability of HOTAIR to act as a scaffold for specific histone-modifying enzymes, affecting the expression of specific genes (<xref ref-type="bibr" rid="B92">92</xref>). Finally, LINK-A expression and activation of the LINK-Adependent signaling pathway are associated with triple-negative breast cancer (TNBC), and together they promote glycolytic reprogramming and tumorigenesis in breast cancer (<xref ref-type="bibr" rid="B93">93</xref>).</p>
<p>A number of lncRNAs have been identified in zebrafish (<xref ref-type="bibr" rid="B94">94</xref>, <xref ref-type="bibr" rid="B95">95</xref>) and mice (<xref ref-type="bibr" rid="B96">96</xref>, <xref ref-type="bibr" rid="B97">97</xref>); however, their primary sequences are weakly conserved between the species (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B99">99</xref>). For example, few lncRNAs are conserved in the primary sequence between zebrafish and humans, and the phenotype of functionally inactivated zebrafish with conserved lncRNAs can be recovered using homologous genes from mouse or human (<xref ref-type="bibr" rid="B94">94</xref>). These results suggest that the higher-order structures of lncRNAs may be conserved, rather than their primary sequences. Thus, zebrafish may be a suitable model for exploring lncRNAs with function distinct from those indicated by the primary sequences.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Role of LncRNAs in the regulation of zebrafish tumor models</title>
<p>Since the development of zebrafish as a promising experimental model for human cancer research (<xref ref-type="bibr" rid="B100">100</xref>), many researchers have applied zebrafish model to determine the oncogenic role of lncRNAs in tumors. In the study of certain lncRNAs, zebrafish can be easily microinjected with Morpholinos at the embryonic and single-cell stage because zebrafish has homologous lncRNAs (<xref ref-type="bibr" rid="B101">101</xref>). Efficient screening of knockout or knockdown lines is ensured by the high number of fast-developing zebrafish zygotes, which facilitates investigations on the function of relevant lncRNAs throughout the course of tumor development and functional roles of relevant lncRNAs during normal development. Similar inferences have been drawn from cultured human and mouse cells (<xref ref-type="bibr" rid="B98">98</xref>). For example, in a study of the oncogenic role of the lncRNA THOR in melanoma, Hosono et&#xa0;al. (<xref ref-type="bibr" rid="B102">102</xref>), identified an exonic homolog of THOR in the zebrafish genome through bioinformatics prediction and later verified that zebrafish with knocked out THOR gene are resistant to melanoma formation, demonstrating that zebrafish can be used as a model for studying tumor-associated lncRNAs.</p>
<p>LncRNAs that undergo changes in expression in tumor tissues can be explored using a tumor xenograft model of zebrafish. One method is to construct a tumor xenograft model of zebrafish and then subject the zebrafish to different treatments, collect and analyze changes in the expression target lncRNAs, and ultimately validate the function of the relevant lncRNAs in tumor development. For example, in the study of STEAP3-AS1, a zebrafish <italic>in situ</italic> colorectal cancer model was constructed. Under normal or 8% oxygen condition, STEAP3-AS1 up-regulation may be a key factor in tumor development. AS1 upregulation may be required for hypoxia-mediated tumor metastasis (<xref ref-type="bibr" rid="B103">103</xref>). Another way is to treat cells used in tumor xenograft implantation models, such as knocking down, knocking out, and overexpressing relevant genes in tumor cells, before models are established for observation and data related to tumor proliferation and metastasis are collected; this approach allows for the validation of the <italic>in vivo</italic> functional roles of relevant lncRNAs. For example, Shen et&#xa0;al. (<xref ref-type="bibr" rid="B104">104</xref>) constructed a zebrafish xenograft model using lung cancer cells with knocked down PVT1, evaluated cell proliferation by quantifying the yolk fluorescence region of zebrafish larvae, and explored the migration of lung cancer cells with knocked down PVT1 by quantifying the trunk fluorescence region of zebrafish larvae; they verified that the growth and metastasis of lung cancer cells were inhibited when Lnc PVT1 was knocked down.</p>
<p>Furthermore, in the study of LncRNA LETS1, a zebrafish xenograft model was applied to verify that LETS1 deletion attenuated TGF-&#x3b2;-induced EMT and migration of breast and lung cancer cells <italic>in vitro (</italic>
<xref ref-type="bibr" rid="B105">105</xref>). Similarly, a zebrafish xenograft model was used to study the functions associated with the lncRNA SNHG4 in studies of colorectal cancer proliferation and migration (<xref ref-type="bibr" rid="B14">14</xref>). Although the results of studies applying the zebrafish xenograft model to study the functions associated with LncRNAs in different tumors are not yet abundant, a large number of relevant experiments are being carried out due to the advantages of the zebrafish xenograft model in relevant studies.</p>
<p>The progression of tumor cells can be assessed with a zebrafish xenograft model, and the <italic>in vivo</italic> function of relevant lncRNAs can be verified 96 h after the model is constructed. By contrast, mouse xenograft models require 3&#x2013;5 weeks. For studies on endogenous lncRNAs in tumors, shRNA plasmids for gene silencing must be constructed in a mouse model. The zebrafish model only requires the design and synthesis of specific siRNAs. When lncRNAs are examine as indicators of early tumor surveillance, the behavior of early tumor cells can be monitored <italic>in vivo</italic> according to the characteristics of the immature adaptive immune system of zebrafish larvae and the transparency of the body surface. These procedures are difficult to apply to mouse models. These results suggest that the zebrafish xenograft model is suitable for studying lncRNAs and monitoring tumor progression (<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>Application of zebrafish model in the study of LncRNAs and other antitumor active molecules.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1483192-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>We summarize the development of zebrafish as a model organism, introduce the various growth and development stages of zebrafish, and illustrate the benefits of constructing tumor xenograft models of zebrafish. First, zebrafish tumor xenotransplantation facilitates research on tumor biology, and the proliferation and migration of tumor cells can be evaluated in a relatively short period of time after transplantation; relevant assays can be performed 3 days after drug treatment (<xref ref-type="bibr" rid="B49">49</xref>). Second, tumor growth and migration can be continuously monitored in zebrafish larvae in contrast to mouse models, allowing for the real-time observation of tumor cells&#x2019; behavior (<xref ref-type="bibr" rid="B106">106</xref>). In addition, transparent zebrafish embryos are essential, and single-cell resolution in zebrafish Casper lines exceeds that in mouse transplantation models, making prolonged observation feasible because fish do not need to be sacrificed for analysis (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B56">56</xref>). These advantages support the use of zebrafish xenograft models in tumor research.</p>
<p>We also summarize and analyze some specific zebrafish xenograft models and their applications to studies on tumor angiogenesis and immunotherapy and drug screening (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B107">107</xref>, <xref ref-type="bibr" rid="B108">108</xref>). More importantly, we incorporate the application of lncRNAs in zebrafish model studies. Zebrafish xenografts can be used as <italic>in vivo</italic> tools for studying the role of lncRNAs in tumor cell proliferation and migration <italic>in vivo</italic> and preliminarily validating the relevant functions of lncRNAs in zebrafish models. Molecular mechanisms by which specific lncRNAs regulate the growth of tumors <italic>in vivo</italic> can be explored using these models, and some antitumor growth functional lncRNAs can be screened out and validated on mammalian models and in clinical trials (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B102">102</xref>, <xref ref-type="bibr" rid="B109">109</xref>). The zebrafish model has its own unique advantages over the mouse model, such as simple operation, high efficiency, and low cost. We compare the mouse model, the zebrafish model in more detail (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These advantages can facilitate the cellular level detection of antitumor active molecules. The <italic>in vivo</italic> environment of a zebrafish model can mimic the growth characteristics of human tumors and ensures the accurate and efficient identification of effective antitumor active molecules.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Comparison of zebrafish model with mouse model.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Model type</th>
<th valign="top" align="center">Cost</th>
<th valign="top" align="center">Experimental period</th>
<th valign="top" align="center">Number of cells required per individual</th>
<th valign="top" align="center">Drug Screening Flux</th>
<th valign="top" align="center">Formation of solid tumors</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">Zebrafish model in larvae</td>
<td valign="top" align="center">low</td>
<td valign="top" align="center">5 &#x2013; 7 days</td>
<td valign="top" align="center">10<sup>2</sup>
</td>
<td valign="top" align="center">high</td>
<td valign="top" align="center">no</td>
</tr>
<tr>
<td valign="top" align="center">Zebrafish model in adults</td>
<td valign="top" align="center">low</td>
<td valign="top" align="center">weeks to months</td>
<td valign="top" align="center">10<sup>5</sup>
</td>
<td valign="top" align="center">medium</td>
<td valign="top" align="center">no</td>
</tr>
<tr>
<td valign="top" align="center">Mouse model</td>
<td valign="top" align="center">high</td>
<td valign="top" align="center">weeks to months</td>
<td valign="top" align="center">10<sup>5</sup> - 10<sup>6</sup>
</td>
<td valign="top" align="center">low</td>
<td valign="top" align="center">yes</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Despite the many advantages of the zebrafish tumor xenograft model, there are still some shortcomings. First, it is obvious that zebrafish are devoid of lung, mammary, and prostate organs, and it is not possible for us to directly study primary cancers in these organs on zebrafish models (although relevant xenograft models can be constructed). Second, most transgenic zebrafish models are still based on transgenic expression of human oncogenes rather than knock-in of endogenous or homologous zebrafish loci, and thus may not have physiologic expression levels. Finally, in transplantation models of zebrafish larvae, the small size limits the number of transplanted cells to 100-200 per fish, which often fails to encompass cancer-driving stem cells and accurately recapitulates the genetic heterogeneity and drug-responsive behavior driven by rare subclones in human tumors.</p>
<p>Zebrafish models cannot completely replace mammalian models, such as mice, but can be used as a bridge between the cellular-level and mammalian models <italic>in vivo</italic>, thus greatly contributing to the progress of related studies and reducing research cost. Overall, the zebrafish xenotransplantation model is a reliable and promising model for human cancer research, and transplantation models are reliable and promising models for human cancer research.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>CH: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. LS: Writing &#x2013; review &amp; editing. JC: Conceptualization, Writing &#x2013; review &amp; editing. ZL: Conceptualization, Project administration, Resources, Writing &#x2013; review &amp; editing. CY: Project administration, Resources, Writing &#x2013; review &amp; editing. XJ: Conceptualization, Project administration, Resources, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by Zhejiang Provincial Public Welfare Technology Application Research Project, China, grant number: LTGY24H100001.</p>
</sec>
<sec id="s8" 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="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors&#xa0;and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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