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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">885075</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.885075</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Emerging Role of Long Non-Coding RNAs in Esophageal Cancer: Functions in Tumorigenesis and Clinical Implications</article-title>
<alt-title alt-title-type="left-running-head">Han et al.</alt-title>
<alt-title alt-title-type="right-running-head">LncRNAs in Esophageal Cancer</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Yali</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/704925/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Guo</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1309089/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Xinhang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1776403/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yushan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1772461/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wen</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1776430/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Lu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/702101/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Xiangqian</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/605469/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Departments of Physiology</institution>, <institution>Institute of Biomedical Informatics</institution>, <institution>Bioinformatics Center</institution>, <institution>Henan Provincial Engineering Center for Tumor Molecular Medicine</institution>, <institution>School of Basic Medical Sciences</institution>, <institution>Academy for Advanced Interdisciplinary Studies</institution>, <institution>Henan University</institution>, <addr-line>Kaifeng</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Preventive Medicine</institution>, <institution>Institute of Biomedical Informatics</institution>, <institution>Bioinformatics Center</institution>, <institution>Henan Provincial Engineering Center for Tumor Molecular Medicine</institution>, <institution>School of Basic Medical Sciences</institution>, <institution>Academy for Advanced Interdisciplinary Studies</institution>, <institution>Henan University</institution>, <addr-line>Kaifeng</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/526355/overview">Nicola Amodio</ext-link>, Magna Gr&#xe6;cia University, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/778873/overview">Marco Bocchetti</ext-link>, University of Campania Luigi Vanvitelli, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/55577/overview">Prashanth N. Suravajhala</ext-link>, Amrita Vishwa Vidyapeetham University, India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiangqian Guo, <email>xqguo@henu.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Translational Pharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>885075</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Han, Zhao, Shi, Wang, Wen, Zhang and Guo.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Han, Zhao, Shi, Wang, Wen, Zhang and Guo</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>Esophageal cancer (EC) is one of the most common malignancies of digestive tracts with poor five-year survival rate. Hence, it is very significant to further investigate the occurrence and development mechanism of esophageal cancer, find more effective biomarkers and promote early diagnosis and effective treatment. Long non-coding RNAs (lncRNAs) are generally defined as non-protein-coding RNAs with more than 200 nucleotides in length. Existing researches have shown that lncRNAs could act as sponges, guides, scaffolds, and signal molecules to influence the oncogene or tumor suppressor expressions at transcriptional, post-transcriptional, and protein levels in crucial cellular processes. Currently, the dysregulated lncRNAs are reported to involve in the pathogenesis and progression of EC. Importantly, targeting EC-related lncRNAs through genome editing, RNA interference and molecule drugs may be one of the most potential therapeutic methods for the future EC treatment. In this review, we summarized the biological functions and molecular mechanisms of lncRNAs, including oncogenic lncRNAs and tumor suppressor lncRNAs in EC. In addition, we generalized the excellent potential lncRNA candidates for diagnosis, prognosis and therapy in EC. Finally, we discussed the current challenges and opportunities of lncRNAs for EC.</p>
</abstract>
<kwd-group>
<kwd>long non-coding RNAs</kwd>
<kwd>esophageal cancer</kwd>
<kwd>biological function</kwd>
<kwd>clinical application</kwd>
<kwd>cancer therapy</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Esophageal cancer (EC), as a malignancy of the digestive tracts, is one of the most common cancers and ranks 10th in terms of morbidity and sixth in mortality across the world in 2020 cancer statistics (<xref ref-type="bibr" rid="B119">Sung et al., 2021</xref>). EC is typically characterized by progressive dysphagia, which tends to occur in middle-aged and elderly people especially male (<xref ref-type="bibr" rid="B37">Falk, 2009</xref>; <xref ref-type="bibr" rid="B91">Massey, 2011</xref>). There are two main histologic subtypes of EC: esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). EAC is more common in western countries, while the proportion of ESCC patients is increasing in Asian countries, which also gradually occupies the main position worldwide. Meanwhile, ESCC is the second most common primary cancer in head and neck areas (<xref ref-type="bibr" rid="B20">Chuang et al., 2008</xref>). Compared with other HNSCC (head and neck squamous cell carcinoma) subtypes, such as oral, dental, and maxillofacial squamous cell carcinoma, ESCC has a higher incidence rate and lower survival rate (<xref ref-type="bibr" rid="B94">Nikbakht et al., 2020</xref>). Due to the late appearance of obvious clinical symptoms, EC is commonly diagnosed in advanced clinical stages with low five-year survival rate (less than 20%) (<xref ref-type="bibr" rid="B35">Dubecz et al., 2012</xref>). At present, the main therapeutic regimen for esophageal cancer is individualized and comprehensive, which is based on surgery, but the patient outcome is not satisfactory (<xref ref-type="bibr" rid="B27">Deng and Lin, 2018</xref>; <xref ref-type="bibr" rid="B146">Watanabe et al., 2020</xref>). Therefore, to further explore the occurrence and development mechanism of esophageal cancer, find more effective biomarkers, and promote early diagnosis and effective treatment, are greatly needed.</p>
<p>The ENCODE project showed that about 70% of the human genome is transcribed (<xref ref-type="bibr" rid="B122">Tay et al., 2009</xref>). However, only 1&#x2013;2% RNAs encode proteins, and a majority of the human genome is transcribed into non-coding RNAs (<xref ref-type="bibr" rid="B2">Al-Tobasei et al., 2016</xref>). There are many types of non-coding RNAs, including microRNA (miRNA), long non-coding RNAs (lncRNAs), small nuclear RNA (snRNA), circular RNAs (circRNAs) and so on (<xref ref-type="bibr" rid="B1">Abraham and Meltzer, 2017</xref>; <xref ref-type="bibr" rid="B151">Wu and Kuo, 2020</xref>). Although most non-coding RNAs remain unstudied, there are still many ncRNAs that have been revealed to play important roles in normal cellular function and disease development (<xref ref-type="bibr" rid="B110">Slack and Chinnaiyan, 2019</xref>; <xref ref-type="bibr" rid="B124">Toden and Goel, 2022</xref>). For example, some small non-coding RNAs which are stable in blood could be used for non-invasive cancer screening (<xref ref-type="bibr" rid="B125">Toiyama et al., 2013</xref>; <xref ref-type="bibr" rid="B54">Imaoka et al., 2016</xref>). Besides, some diseases, like myotonic dystrophy, can be treated by targeting some non-coding RNAs (<xref ref-type="bibr" rid="B149">Wheeler et al., 2012</xref>; <xref ref-type="bibr" rid="B66">Levin, 2019</xref>).</p>
<p>LncRNAs are defined as non-coding RNAs with greater than 200 nucleotides (<xref ref-type="bibr" rid="B24">Cui et al., 2019</xref>). Studies showed that lncRNAs play vital roles in regulating gene expression at transcriptional, post-transcriptional and epigenetic levels in multiple cellular processes in tumors (<xref ref-type="bibr" rid="B110">Slack and Chinnaiyan, 2019</xref>). Interestingly, some lncRNAs have been reported to possess the small open reading frame (sORF), which could encode the small peptides to regulate multiple signaling pathways (<xref ref-type="bibr" rid="B18">Chen et al., 2021</xref>). Meanwhile, lncRNAs have the potential to be the biomarkers and therapeutic targets for various cancers (<xref ref-type="bibr" rid="B32">Dong et al., 2018</xref>). Abnormal expressions of lncRNAs were also found in the occurrence and progression of EC, and some of them were even detected in body fluid for potential biomarker (<xref ref-type="bibr" rid="B95">Pardini et al., 2019</xref>). Here, we summarized the biological functions of lncRNAs in the pathogenesis and progression of EC, and discussed the values of lncRNAs as biomarkers for early diagnosis, prognosis and treatment targets in EC.</p>
</sec>
<sec id="s2">
<title>2 Functions of lncRNAs</title>
<p>Growing studies showed that lncRNAs can be involved in different biological processes, for instance, epigenetic regulation, stem cell differentiation, inflammation-related diseases and tumorigenesis by mediating the transcription and translation process of protein-related coding genes (<xref ref-type="bibr" rid="B109">Shi et al., 2013</xref>; <xref ref-type="bibr" rid="B44">Hon et al., 2017</xref>; <xref ref-type="bibr" rid="B5">Bao et al., 2019</xref>; <xref ref-type="bibr" rid="B184">Zhu et al., 2019</xref>). We summarized the specific regulation mechanisms of lncRNAs in <xref ref-type="fig" rid="F1">Figure 1</xref> (<xref ref-type="bibr" rid="B12">Camier et al., 1990</xref>; <xref ref-type="bibr" rid="B46">Houseley et al., 2008</xref>; <xref ref-type="bibr" rid="B128">Tripathi et al., 2010</xref>; <xref ref-type="bibr" rid="B15">Cesana et al., 2011</xref>; <xref ref-type="bibr" rid="B135">Wang and Chang, 2011</xref>; <xref ref-type="bibr" rid="B116">Steck et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Hu et al., 2014</xref>; <xref ref-type="bibr" rid="B169">Yuan et al., 2014</xref>; <xref ref-type="bibr" rid="B165">Yin et al., 2015</xref>; <xref ref-type="bibr" rid="B93">Nachtergaele and He, 2017</xref>; <xref ref-type="bibr" rid="B134">Wang et al., 2019c</xref>; <xref ref-type="bibr" rid="B75">Liu et al., 2021a</xref>; <xref ref-type="bibr" rid="B78">Liu et al., 2021b</xref>; <xref ref-type="bibr" rid="B96">Pietropaolo et al., 2021</xref>; <xref ref-type="bibr" rid="B113">Song et al., 2021</xref>; <xref ref-type="bibr" rid="B176">Zhang et al., 2021</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE1</label>
<caption>
<p>Functional molecular mechanisms of lncRNAs. &#x2460;LncRNAs change the location and modification of TFs (<xref ref-type="bibr" rid="B48">Hu et al., 2014</xref>). &#x2461;LncRNAs regulate the combination of the TFs, RNA polymerase &#x2161; and the promoter, enhancer (<xref ref-type="bibr" rid="B135">Wang and Chang, 2011</xref>). &#x2462;LncRNAs interact with DNA as a platform for TFs (<xref ref-type="bibr" rid="B165">Yin et al., 2015</xref>). &#x2463;LncRNAs act as competitive endogenous RNAs (<xref ref-type="bibr" rid="B15">Cesana et al., 2011</xref>). &#x2464;LncRNAs promoter may act as cis-acting enhancer elements (<xref ref-type="bibr" rid="B78">Liu et al., 2021b</xref>). 1) LncRNAs act as the precursor for siRNAs or miRNAs (<xref ref-type="bibr" rid="B116">Steck et al., 2012</xref>). 2) LncRNAs regulate the distribution of miRNA (<xref ref-type="bibr" rid="B93">Nachtergaele and He, 2017</xref>). 3) LncRNAs act as antisense transcripts (<xref ref-type="bibr" rid="B75">Liu et al., 2021a</xref>). 4) LncRNAs form the double-stranded RNA complex by binding to mRNAs (<xref ref-type="bibr" rid="B169">Yuan et al., 2014</xref>). 5) LncRNAs regulate the selective splicing process of pre-mRNAs (<xref ref-type="bibr" rid="B128">Tripathi et al., 2010</xref>). I. LncRNAs regulate histone modification through affecting the modification factors (<xref ref-type="bibr" rid="B46">Houseley et al., 2008</xref>). II. LncRNAs bind to DNA modification to modify the DNA methylation (<xref ref-type="bibr" rid="B113">Song et al., 2021</xref>). III. LncRNAs bind to chromatin modification complexes to affect chromatin structure and remodeling (<xref ref-type="bibr" rid="B96">Pietropaolo et al., 2021</xref>). IV. LncRNAs locate molecules by binding to DNA, RNA and proteins as a &#x201c;guide&#x201d; (<xref ref-type="bibr" rid="B12">Camier et al., 1990</xref>). V. LncRNAs participate in the formation of exosomes (<xref ref-type="bibr" rid="B176">Zhang et al., 2021</xref>). VI. LncRNAs that contain sORFs can encode small peptide (<xref ref-type="bibr" rid="B134">Wang et al., 2019c</xref>). Abbreviations: P, promoter; E, enhancer; M, modification; Pro, protein; D, DNA; R, RNA; miRNA, microRNA; TFs, transcription factors; siRNA, small-interfering RNA; RNAPII, RNA polymerase II; DNAM, DNA modification; sORFs, small open reading frames.</p>
</caption>
<graphic xlink:href="fphar-13-885075-g001.tif"/>
</fig>
<p>At transcription level, lncRNA targets the transcription factors to regulate gene transcription through trans-activation behaviors, thus affecting the gene activation, repression, cell proliferation and apoptosis (<xref ref-type="bibr" rid="B92">Melendez-Zajgla and Maldonado, 2021</xref>). Besides, lncRNAs could bind to DNA strand or some proteins, affecting the localization of transcription factors, decreasing the transcript elongation through inhibiting the activation of elongation factors, and inhibiting polymerase II activity via targeting the trans region (<xref ref-type="bibr" rid="B59">Kapranov et al., 2007</xref>).</p>
<p>At post-transcriptional level, lncRNAs function as the regulators of some miRNAs to regulate the gene expression, or as the competitive endogenous RNAs (ceRNAs) to regulate the expression of corresponding gene by binding miRNAs (<xref ref-type="bibr" rid="B89">Maass et al., 2014</xref>). For example, lncRNAs regulate the dosage compensation effect, genomic imprinting, DNA methylation, and small polypeptides coding (<xref ref-type="bibr" rid="B111">Sleutels et al., 2002</xref>; <xref ref-type="bibr" rid="B97">Ponting et al., 2009</xref>; <xref ref-type="bibr" rid="B10">Cai et al., 2021</xref>). Interestingly, small polypeptides encoded by small open reading frames enriched in lncRNA transcripts have been reported to play important roles in circulating extracellular vesicles (<xref ref-type="bibr" rid="B10">Cai et al., 2021</xref>), cancer development (<xref ref-type="bibr" rid="B13">Cao et al., 2021</xref>), and neuronal differentiation (<xref ref-type="bibr" rid="B34">Douka et al., 2021</xref>). However, the functions of most lncRNAs are still unclear and require further comprehensive study.</p>
</sec>
<sec id="s3">
<title>3 LncRNAs Related to Esophageal Cancer</title>
<p>Many kinds of cancers, including EC, are associated with the imbalance of lncRNAs (<xref ref-type="bibr" rid="B65">Leucci et al., 2016</xref>; <xref ref-type="bibr" rid="B49">Hua et al., 2018</xref>; <xref ref-type="bibr" rid="B85">Lv et al., 2022</xref>). A study, which analyzed the lncRNAs expression profile in more than 200 EC samples from Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA), demonstrated that thousands of lncRNAs were differentially expressed between EC and normal tissues, and many of them are related with patient survival time (<xref ref-type="bibr" rid="B80">Liu et al., 2018</xref>). LncRNAs could be divided into oncogenic lncRNAs and tumor suppressive lncRNAs based on their functions in EC, as shown in <xref ref-type="fig" rid="F2">Figure 2</xref> (<xref ref-type="bibr" rid="B115">St Laurent et al., 2015</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The molecular functions of lncRNAs in EC. LncRNAs function as oncogenes or tumor suppressors. On the left, lncRNAs act as oncogenes and are overexpressed in EC. On the contrary in right, lncRNAs act as tumor suppressors and are down-regulated in EC. As reported for the functional mechanisms, lncRNAs can be divided into the cis-acting lncRNAs and trans-acting lncRNAs. Cis-acting lncRNAs can regulate the chromatin state and/or expression of nearby genes: 1) the lncRNA transcript regulates the expression of nearby genes through recruiting regulatory factors (<xref ref-type="bibr" rid="B63">Kopp and Mendell, 2018</xref>); 2) the transcription or splicing-dependent regulation of the lncRNA execute the gene-regulation that is independent of the sequence of the RNA transcript but with structural functions (<xref ref-type="bibr" rid="B36">Engreitz et al., 2016</xref>); 3) Cis regulation depends on DNA elements within the lncRNA promoter (<xref ref-type="bibr" rid="B29">Dimitrova et al., 2014</xref>). And trans-acting lncRNAs leave the site of transcription and execute the functions: 1) lncRNAs regulate gene expression and chromatin states at genomic loci far distant from their transcription region (<xref ref-type="bibr" rid="B106">Rinn et al., 2007</xref>); 2) lncRNAs influence the nuclear organization and structure (<xref ref-type="bibr" rid="B21">Clemson et al., 2009</xref>); 3) lncRNAs interact with other proteins and/or RNA molecules (<xref ref-type="bibr" rid="B42">Hafner et al., 2010</xref>). In addition, lncRNA can be classified into following three categories by genic position: 1) intronic lncRNA, lncRNA within introns: mainly produced in the intron region of the coding gene (<xref ref-type="bibr" rid="B105">Rinn and Chang, 2012</xref>); 2) intergenic lncRNA, also known as lincRNA, mainly derived from the intergenic region of two coding genes (<xref ref-type="bibr" rid="B100">Ransohoff et al., 2018</xref>); 3) antisense lncRNA, mainly produced in the antisense chain of the coding gene (<xref ref-type="bibr" rid="B105">Rinn and Chang, 2012</xref>).</p>
</caption>
<graphic xlink:href="fphar-13-885075-g002.tif"/>
</fig>
<sec id="s3-1">
<title>3.1 Oncogenic lncRNAs</title>
<p>As illustrated in <xref ref-type="table" rid="T1">Table 1</xref>, these lncRNAs are upregulated in EC and facilitate the malignant biological properties of EC cells. Here, we discussed some lncRNAs in more detail according to the oncogenic mechanisms of action in EC.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>EC-associated oncogenic lncRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">LncRNA</th>
<th align="center">Cancer Type</th>
<th align="center">Up/Down</th>
<th align="center">Cell Function</th>
<th align="center">Underlying Mechanism</th>
<th align="center">PMIDs</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">H19</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">Upregulating the expression of IGF2</td>
<td align="center">23,943,562</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, metastasis, migration and invasion</td>
<td align="left">Upregulating E-cadherin and downregulating vimentin and metastasis-associated protein, MMP-9</td>
<td align="center">27,247,022</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="center">31,551,175</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and stemness</td>
<td align="left">Upregulating the WNT1 via down-regulating miR-22-3p expression</td>
<td align="center">31,417,277</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion, EMT and metastasis</td>
<td align="left">Regulating STAT3/EZH2/&#x3b2;-catenin axis</td>
<td align="center">31,102,664</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and EMT</td>
<td align="left">NA</td>
<td align="center">26,171,017</td>
</tr>
<tr>
<td align="left">FOXCUT</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Upregulating the expression of FOXC1</td>
<td align="center">25,031,703</td>
</tr>
<tr>
<td align="left">HNF1A-AS1</td>
<td align="left">EAC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Regulating chromatin and nucleosome assembly and H19 induction</td>
<td align="center">24,000,294</td>
</tr>
<tr>
<td align="left">PHBP1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Upregulating expression of PHB.</td>
<td align="center">28,404,970</td>
</tr>
<tr>
<td align="left">EZR-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell invasion</td>
<td align="left">Enhancing SMYD3-dependent H3K4 methylation, thereby enhancing EZR transcription and expression</td>
<td align="center">29,253,179</td>
</tr>
<tr>
<td align="left">TTN-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, metastasis, apoptosis and invasion</td>
<td align="left">Upregulating FSCN1 by sponging miR-133b and upregulation of mRNA-stabilizing protein HuR. And Upregulating expression of Snail1</td>
<td align="center">29,101,304</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, metastasis, migration and invasion</td>
<td align="left">Reprogramming gene expression profile of ESCC cells, such as genes involved in cell migration and the regulation of the cell cycle</td>
<td align="center">24,022,190</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell migration and invasion</td>
<td align="left">Downregulating WIF-1 expression and activating Wnt/&#x3b2;-catenin signaling pathway</td>
<td align="center">24,118,380</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell apoptosis, migration and invasion</td>
<td align="left">NA</td>
<td align="center">24,151,120</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">EMT</td>
<td align="left">Upregulating SNAI1 and &#x3b2;-catenin and downregulating E-cadherin</td>
<td align="center">28,260,072</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and apoptosis</td>
<td align="left">Binding to miR-204, regulating miR-204 and HOXC8</td>
<td align="center">31,389,660</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion, migration and EMT</td>
<td align="left">Acting as a miR-148a sponge to positively regulate Snail2 expression</td>
<td align="center">28,441,714</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell invasion and EMT</td>
<td align="left">Reducing the miR-130a-5p expression</td>
<td align="center">31,207,321</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="center">28,376,832</td>
</tr>
<tr>
<td align="left">TP73-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Promoting the BDH2 expression</td>
<td align="center">26,799,587</td>
</tr>
<tr>
<td align="left">CCAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Regulating HOXB13 as a molecular decoy for miR-7, modulating the histone methylation of promoter of SPRY4</td>
<td align="center">27,956,498</td>
</tr>
<tr>
<td align="left">CCAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and drug resistance</td>
<td align="left">Regulating the miR-143/PLK1/BUBR1 signaling axis</td>
<td align="center">31,544,294</td>
</tr>
<tr>
<td align="left">CCAT2</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="center">25,919,911</td>
</tr>
<tr>
<td align="left">CCAT2</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">Negatively regulating the miR-145/p70S6K1 and the Akt/ERK/p70S6K1 signaling pathways</td>
<td align="center">31,789,385</td>
</tr>
<tr>
<td align="left">CCAT2</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="center">25,677,908</td>
</tr>
<tr>
<td align="left">SOX2OT- s1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell cycle</td>
<td align="left">Upregulating SOX2 and OCT4</td>
<td align="center">24,105,929</td>
</tr>
<tr>
<td align="left">SOX2OT- s2</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell cycle</td>
<td align="left">Upregulating SOX2 and OCT4</td>
<td align="center">24,105,929</td>
</tr>
<tr>
<td align="left">PlncRNA-1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">NA</td>
<td align="center">24,337,686</td>
</tr>
<tr>
<td align="left">PSMA3-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Up-regulating EZH2 expression by competitively binding to miR-101</td>
<td align="center">32,005,028</td>
</tr>
<tr>
<td align="left">DLEU2</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and apoptosis</td>
<td align="left">Regulating miR-30e-5p/E2F7 axis</td>
<td align="center">31,884,338</td>
</tr>
<tr>
<td align="left">XLOC_001,659</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Regulating miR-490-5p/PIK3CA axis</td>
<td align="center">31,754,291</td>
</tr>
<tr>
<td align="left">Linc-POU3F3</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating POU3F3 by EZH2, recruiting DNA methyltransferases to the POU3F3 promoter; downregulating DLL1/Notch signaling</td>
<td align="center">24,631,494</td>
</tr>
<tr>
<td align="left">LincRNA-uc002yug.2</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell apoptosis, migration and invasion</td>
<td align="left">Promoting a combination of RUNX1 and alternative splicing (AS) factors in the nucleus to produce more RUNX1a, the short isoform and inhibitor of RUNX1. And reducing CEBP&#x3b1; expression</td>
<td align="center">25,486,427</td>
</tr>
<tr>
<td align="left">PEG10</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and apoptosis</td>
<td align="left">Downregulating expression of PEG10</td>
<td align="center">25,591,808</td>
</tr>
<tr>
<td align="left">ANRIL</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Reducing the expression of p15 and TGF&#x3b2;1</td>
<td align="center">24,747,824</td>
</tr>
<tr>
<td align="left">XIST</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion, and apoptosis</td>
<td align="left">Regulating miR-494/CDK6 axis through JAK2/STAT3 signal pathway</td>
<td align="center">30,551,480</td>
</tr>
<tr>
<td align="left">XIST</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Regulating miR-101/EZH2 axis</td>
<td align="center">29,100,288</td>
</tr>
<tr>
<td align="left">FAL1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell apoptosis</td>
<td align="left">By the mitochondrial pathway</td>
<td align="center">30,501,006</td>
</tr>
<tr>
<td align="left">FAL1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and apoptosis</td>
<td align="left">Activating AKT pathway via targeting PDK1</td>
<td align="center">30,178,844</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="center">30,002,691</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Regulating Sox4 expression by competitively binding miR-204</td>
<td align="center">27,667,646</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="center">31,414,398</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion, migration and EMT</td>
<td align="left">Inhibiting miR-498 expression and thereby increasing ZEB2 expression</td>
<td align="center">31,387,451</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">NA</td>
<td align="center">25,550,835</td>
</tr>
<tr>
<td align="left">SPRY4-IT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">NA</td>
<td align="center">24,810,925</td>
</tr>
<tr>
<td align="left">SPRY4-IT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">NA</td>
<td align="center">26,883,252</td>
</tr>
<tr>
<td align="left">SPRY4-IT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">EMT</td>
<td align="left">Increasing expression of vimentin and fibronectin with a concomitant decrease of E-cadherin and ZO-1. And increasing transcription, expression, and nuclear localization of Snail and TFG-&#x3b2; signaling pathway</td>
<td align="center">27,250,657</td>
</tr>
<tr>
<td align="left">SPRY4-IT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Upregulating expression of ZNF703</td>
<td align="center">27,453,415</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">NA</td>
<td align="center">25,366,138</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration, and invasion</td>
<td align="left">Downregulating miR-498 and upregulating XBP1</td>
<td align="center">32,305,055</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis and invasion</td>
<td align="left">Regulating PLK1 expression by sponging miR-1294</td>
<td align="center">33,009,634</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and apoptosis</td>
<td align="left">Regulating miR-148a-3p/MCL-1/Wnt/&#x3b2;-catenin axis</td>
<td align="center">31,742,924</td>
</tr>
<tr>
<td align="left">GAS5</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell viability, migration, invasion and apoptosis</td>
<td align="left">Regulating miR-301a</td>
<td align="center">29,386,089</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Downregulating miR-498 and upregulating CDC42</td>
<td align="center">32,139,664</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Invasion, migration and EMT</td>
<td align="left">Regulating Ezh2-Notch1 signaling pathway</td>
<td align="center">29,916,899</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">NA</td>
<td align="center">27,470,544</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Upregulating p21 and p27 expression and downregulating B-MYB expression</td>
<td align="center">25,538,231</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Inactivating ATM-CHK2 pathway</td>
<td align="center">25,613,496</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">NA</td>
<td align="center">26,493,997</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis and migration</td>
<td align="left">Upregulating expression of &#x3b2;-catenin, Lin28 and Ezh2 genes</td>
<td align="center">27,015,363</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell migration, stemness and chemoresistance</td>
<td align="left">Enhancing YAP protein expression and increasing YAP transcriptional activity</td>
<td align="center">31,116,509</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell viability, migration, EMT and invasion</td>
<td align="left">Downregulating miR-1-3p and activating CORO1C/TPM3 signaling</td>
<td align="center">32,468,237</td>
</tr>
<tr>
<td align="left">ESCCAL-1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell apoptosis and invasion</td>
<td align="left">NA</td>
<td align="center">25,885,227</td>
</tr>
<tr>
<td align="left">DANCR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Regulating miR-33a-5p</td>
<td align="center">31,401,160</td>
</tr>
<tr>
<td align="left">DANCR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and apoptosis</td>
<td align="left">NA</td>
<td align="center">29,997,918</td>
</tr>
<tr>
<td align="left">TINCR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">NA</td>
<td align="center">26,833,746</td>
</tr>
<tr>
<td align="left">POU6F2-AS2</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell apoptosis</td>
<td align="left">Reducing DNA damage and promoting cells survival after ionizing radiation</td>
<td align="center">27,033,944</td>
</tr>
<tr>
<td align="left">FMR1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and apoptosis</td>
<td align="left">Promoting c-Myc expression through interacting with TLR7 and activating NF-&#x3ba;B signaling</td>
<td align="center">30,736,860</td>
</tr>
<tr>
<td align="left">SBF2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Decreasing the CDKN1A expression</td>
<td align="center">29,552,140</td>
</tr>
<tr>
<td align="left">CASC9</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Migration, invasion and metastasis</td>
<td align="left">Activating the FAK-PI3K/Akt signaling pathways through LAMC2</td>
<td align="center">29,511,340</td>
</tr>
<tr>
<td align="left">CASC9</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and EMT</td>
<td align="left">NA</td>
<td align="center">29,424,900</td>
</tr>
<tr>
<td align="left">CASC9</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Regulating PDCD4 expression via EZH2</td>
<td align="center">28,854,977</td>
</tr>
<tr>
<td align="left">CASC9</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell migration and invasion</td>
<td align="left">NA</td>
<td align="center">27,431,358</td>
</tr>
<tr>
<td align="left">LincRNA-NR_024,015</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Inhibiting expression of miR-526b</td>
<td align="center">27,583,835</td>
</tr>
<tr>
<td align="left">HOTTIP</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration, invasion and EMT</td>
<td align="left">NA</td>
<td align="center">27,806,322</td>
</tr>
<tr>
<td align="left">HOTTIP</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, metastasis, EMT and invasion</td>
<td align="left">Downregulating miR-30b, thereby upregulating SNAIL1 and HOXA13. And directly bounding WDR5 and driving histone H3 lysine 4 trimethylation and HOXA13 gene transcription</td>
<td align="center">28,534,516</td>
</tr>
<tr>
<td align="left">ATB</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Downregulating miR-200b and upregulating Kindlin-2</td>
<td align="center">28,640,252</td>
</tr>
<tr>
<td align="left">Linc00460</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">CBP/P300 binding to linc00460 promoter activates linc00460 transcription through histone acetylation</td>
<td align="center">28,939,763</td>
</tr>
<tr>
<td align="left">GHET1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Upregulating expression of vimentin and N-cadherin while downregulating expression of E-cadherin</td>
<td align="center">28,983,895</td>
</tr>
<tr>
<td align="left">PVT1</td>
<td align="left">EAC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">PVT1 and YAP1 are associated and positively regulate each other</td>
<td align="center">31,601,234</td>
</tr>
<tr>
<td align="left">PVT1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell viability, migration, invasion and apoptosis</td>
<td align="left">Inhibiting miR-145 expression by upregulating FSCN1</td>
<td align="center">31,369,196</td>
</tr>
<tr>
<td align="left">PVT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Regulating miR-203/LASP1 axis</td>
<td align="center">28,404,954</td>
</tr>
<tr>
<td align="left">LUCAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Inhibiting DNMT1 ubiquitination through UHRF1 and inhibiting expression of tumor suppressors through DNA methylation</td>
<td align="center">29,247,823</td>
</tr>
<tr>
<td align="left">NEAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell viability and invasion</td>
<td align="left">Downregulating miR-129 and upregulating CTBP2</td>
<td align="center">29,147,064</td>
</tr>
<tr>
<td align="left">ROR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and chemoresistance</td>
<td align="left">Downregulating miR-15b, miR-33a, miR-129, miR-145, and miR-206 and upregulating SOX9</td>
<td align="center">29,237,490</td>
</tr>
<tr>
<td align="left">ROR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating miR-204-5p and upregulating MDM2; enhancing the ubiquitination level of p53</td>
<td align="center">31,541,467</td>
</tr>
<tr>
<td align="left">ROR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Migration and invasion</td>
<td align="left">Regulating miR-145/FSCN1 axis</td>
<td align="center">29,430,188</td>
</tr>
<tr>
<td align="left">PCAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Binding to and sponging miR-326, a tumor suppressor</td>
<td align="center">31,273,188</td>
</tr>
<tr>
<td align="left">PCAT1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and chemoresistance</td>
<td align="left">NA</td>
<td align="center">29,314,203</td>
</tr>
<tr>
<td align="left">LINC01503</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Inhibiting ERK2 dephosphorylation by DUSP6, leading to activation of ERK signaling via MAPK. And disrupting interaction between EBP1 and the p85 subunit of PI3K, increasing AKT signaling</td>
<td align="center">29,454,790</td>
</tr>
<tr>
<td align="left">Linc-UBC1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell migration and invasion</td>
<td align="left">Upregulating EZH2 and downregulating E-cadherin</td>
<td align="center">29,552,776</td>
</tr>
<tr>
<td align="left">MIR31HG</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Upregulating expression of Furin and MMP1</td>
<td align="center">29,605,445</td>
</tr>
<tr>
<td align="left">MIR31HG</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating miR-34a and upregulating c-Met.</td>
<td align="center">32,502,839</td>
</tr>
<tr>
<td align="left">NMR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell apoptosis, migration and invasion</td>
<td align="left">Upregulating MMP3 and MMP10 expression through ERK1/2 activation</td>
<td align="center">29,763,634</td>
</tr>
<tr>
<td align="left">DUXAP8</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Activating Wnt/&#x3b2;-catenin pathway</td>
<td align="center">29,771,416</td>
</tr>
<tr>
<td align="left">SNHG16</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis and invasion</td>
<td align="left">Activating Wnt/&#x3b2;-catenin pathway</td>
<td align="center">29,949,155</td>
</tr>
<tr>
<td align="left">LINC01296</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">NA</td>
<td align="center">30,058,683</td>
</tr>
<tr>
<td align="left">FTH1P3</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Downregulating expression of Sp1 and NF-kB (p65)</td>
<td align="center">30,119,232</td>
</tr>
<tr>
<td align="left">LINC01617</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Activating Akt pathway</td>
<td align="center">30,120,975</td>
</tr>
<tr>
<td align="left">LINC00657</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Downregulating miR-615-3p and upregulating JunB</td>
<td align="center">30,227,324</td>
</tr>
<tr>
<td align="left">DLX6-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration, invasion and EMT</td>
<td align="left">NA</td>
<td align="center">30,592,268</td>
</tr>
<tr>
<td align="left">LINC00152</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating miR-153-3p and upregulating FYN.</td>
<td align="center">30,784,933</td>
</tr>
<tr>
<td align="left">LBX2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell migration and EMT</td>
<td align="left">Enhancing the stability of ZEB1 and ZEB2</td>
<td align="center">30,824,187</td>
</tr>
<tr>
<td align="left">LINC01980</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Upregulating the expression of GADD45A</td>
<td align="center">30,935,686</td>
</tr>
<tr>
<td align="left">LINC01980</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and EMT</td>
<td align="left">Downregulating miR-190a-5p and upregulating MYO5A</td>
<td align="center">32,325,088</td>
</tr>
<tr>
<td align="left">ATB</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Upregulating the expression of IL-11</td>
<td align="center">30,954,889</td>
</tr>
<tr>
<td align="left">LINC00473</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Radioresistance</td>
<td align="left">Downregulating miR-374a-5p and upregulating SPIN1</td>
<td align="center">31,017,716</td>
</tr>
<tr>
<td align="left">LINC00857</td>
<td align="left">EAC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Upregulating the level of MET, STAT3, c-Myc and p-CREB proteins</td>
<td align="center">31,085,800</td>
</tr>
<tr>
<td align="left">Erbb4-IR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating miR-145</td>
<td align="center">31,119,810</td>
</tr>
<tr>
<td align="left">MNX1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Downregulating miR-34a and upregulating SIRT1</td>
<td align="center">31,170,665</td>
</tr>
<tr>
<td align="left">LINC00184</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Enhancing the promoter methylation of PTEN and the Akt phosphorylation</td>
<td align="center">31,201,145</td>
</tr>
<tr>
<td align="left">MIR22HG</td>
<td align="left">EAC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, invasion and migration</td>
<td align="left">Increasing the expression of STAT3/c-Myc/p-FAK proteins</td>
<td align="center">31,291,201</td>
</tr>
<tr>
<td align="left">LSINCT5</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">NA</td>
<td align="center">31,298,370</td>
</tr>
<tr>
<td align="left">HAGLR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion, EMT and migration</td>
<td align="left">Downregulating miR-143-5p and upregulating LAMP3</td>
<td align="center">31,311,326</td>
</tr>
<tr>
<td align="left">PANDA</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Increasing E2F1, cyclinD1, cyclinD2, cyclinE1 and Bcl-2 expression; drifting away from NF-YA to promote expression of NF-YA-E2F1</td>
<td align="center">31,495,606</td>
</tr>
<tr>
<td align="left">NR2F1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion, EMT and migration</td>
<td align="left">Activating Hedgehog signaling pathway a by upregulating GLI2 to upregulate NR2F1 expression</td>
<td align="center">31,530,388</td>
</tr>
<tr>
<td align="left">PTCSC1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Activating Akt pathway</td>
<td align="center">32,971,114</td>
</tr>
<tr>
<td align="left">LOC440173</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion, EMT and migration</td>
<td align="left">Downregulating miR-30d-5p and upregulating HDAC9</td>
<td align="center">33,079,409</td>
</tr>
<tr>
<td align="left">LINC00491</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and apoptosis</td>
<td align="left">NA</td>
<td align="center">33,537,830</td>
</tr>
<tr>
<td align="left">EIF3J-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Downregulating miR-373-3p and upregulating AKT1</td>
<td align="center">32,811,869</td>
</tr>
<tr>
<td align="left">LINC00634</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell viability and apoptosis</td>
<td align="left">Downregulating miR-342-3p and upregulating Bcl2L1</td>
<td align="center">32,583,748</td>
</tr>
<tr>
<td align="left">LOC100133669</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation</td>
<td align="left">Binding to Tim50 and upregulating protein level of Tim50 through inhibiting ubiquitination</td>
<td align="center">32,130,753</td>
</tr>
<tr>
<td align="left">LINC01234</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating miR-193a-5p and upregulating CCNE1</td>
<td align="center">32,130,660</td>
</tr>
<tr>
<td align="left">LINC01234</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration, invasion and apoptosis</td>
<td align="left">NA</td>
<td align="center">30,519,325</td>
</tr>
<tr>
<td align="left">SNHG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">NA</td>
<td align="left">Regulating miRNA-21</td>
<td align="center">32,021,418</td>
</tr>
<tr>
<td align="left">SNHG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and EMT</td>
<td align="left">Activating the Notch signaling pathway</td>
<td align="center">29,081,407</td>
</tr>
<tr>
<td align="left">SNHG1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Regulating miR-338</td>
<td align="center">28,423,738</td>
</tr>
<tr>
<td align="left">SNHG6</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">NA</td>
<td align="center">30,899,408</td>
</tr>
<tr>
<td align="left">SNHG6</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">NA</td>
<td align="center">29,616,119</td>
</tr>
<tr>
<td align="left">SNHG6</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Downregulating miR-186-5p and upregulating HIF1&#x3b1;</td>
<td align="center">31,853,782</td>
</tr>
<tr>
<td align="left">SNHG7</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">NA</td>
<td align="center">29,771,415</td>
</tr>
<tr>
<td align="left">AFAP1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">NA</td>
<td align="center">27,577,754</td>
</tr>
<tr>
<td align="left">CASC11</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating the expression of KLF6</td>
<td align="center">31,696,474</td>
</tr>
<tr>
<td align="left">LINC00473</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and EMT</td>
<td align="left">Downregulating miR-497-5p and upregulating PRKAA1</td>
<td align="center">31,584,290</td>
</tr>
<tr>
<td align="left">ZEB1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Downregulating the expression of ZEB1</td>
<td align="center">31,638,344</td>
</tr>
<tr>
<td align="left">EGFR-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell invasion and migration</td>
<td align="left">Downregulating miR-145 and upregulating ROCK1</td>
<td align="center">31,702,393</td>
</tr>
<tr>
<td align="left">HERES</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Regulating the expression of CACNA2D3, SFRP2, and CXXC4 to activate Wnt signaling pathways through interacting with EZH2</td>
<td align="center">31,732,666</td>
</tr>
<tr>
<td align="left">ZFAS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, invasion and migration</td>
<td align="left">Downregulating miR-124 and upregulating STAT3</td>
<td align="center">31,775,815</td>
</tr>
<tr>
<td align="left">LINC01518</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Downregulating miR-1-3p and upregulating PIK3CA to activate AKT pathway</td>
<td align="center">31,810,385</td>
</tr>
<tr>
<td align="left">LINC00963</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Downregulating miR-214-5p and upregulating RAB14</td>
<td align="center">31,957,829</td>
</tr>
<tr>
<td align="left">VPS9D1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Regulating the expression of &#x3b2;-catenin and c-Myc</td>
<td align="center">34,659,577</td>
</tr>
<tr>
<td align="left">DDX11-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion, migration and EMT</td>
<td align="left">Sponging miR-30d-5p, thus upregulating the expression of SNAI1 and enhancer of ZEB2</td>
<td align="center">34,866,524</td>
</tr>
<tr>
<td align="left">HCP5</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, apoptosis, invasion and migration</td>
<td align="left">Regulating the miR-139-5p/PDE4A axis and activating the PI3K-AKT- mTOR signaling pathway</td>
<td align="center">34,190,001</td>
</tr>
<tr>
<td align="left">KCNQ1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Activating the PI3K/AKT pathway via inhibiting the repression of miR-133b and indirectly upregulating EGFR.</td>
<td align="center">33,909,822</td>
</tr>
<tr>
<td align="left">FAM225A</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Sponging miR-197-5p, thus upregulating the NONO expression and activating the TGF-&#x3b2; pathway</td>
<td align="center">33,442,405</td>
</tr>
<tr>
<td align="left">NCK1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Upregulating the expression of TGF-&#x3b2;1</td>
<td align="center">35,311,444</td>
</tr>
<tr>
<td align="left">LINC01535</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Activating the JAK/STAT3 pathway</td>
<td align="center">32,329,845</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>EC, esophageal cancer; ESCC, esophageal squamous cell carcinoma; NA, Not Available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3-1-1">
<title>3.1.1 Oncogenic lncRNAs Involving Wnt Signaling Pathway</title>
<p>Wnt signaling is one of the crucial pathways regulating cell biology (<xref ref-type="bibr" rid="B22">Clevers and Nusse, 2012</xref>). The dysregulation of Wnt signaling has been described in various cancers, including lung cancer (<xref ref-type="bibr" rid="B117">Stewart, 2014</xref>), colorectal cancer (<xref ref-type="bibr" rid="B171">Zhan et al., 2017</xref>), etc. Currently, several studies revealed that lncRNAs can affect the malignant behaviors of EC through Wnt signaling pathway.</p>
<p>Small nucleolar RNA host gene 16 (SNHG16), Colon cancer-associated transcript 2 (CCAT2) and FEZ family zinc finger 1 antisense RNA 1 (FEZF1-AS1) were upregulated in EC cells and the knockdown of them inhibited the malignant behaviors of EC <italic>via</italic> the reduction of &#x3b2;-catenin expression in Wnt signaling pathway (<xref ref-type="bibr" rid="B11">Cai et al., 2015</xref>; <xref ref-type="bibr" rid="B158">Xu et al., 2018b</xref>; <xref ref-type="bibr" rid="B43">Han et al., 2018</xref>; <xref ref-type="bibr" rid="B161">Yang et al., 2019a</xref>; <xref ref-type="bibr" rid="B145">Wang and Wang, 2019</xref>). <xref ref-type="bibr" rid="B88">Ma et al. (2021)</xref> reported that lncRNA VPS9D1 antisense RNA1 (VPS9D1-AS1) was overexpressed in ESCC cell lines and tissues compared with normal controls. Silencing of VPS9D1-AS1 could inhibit the proliferation, invasion, and migration ability <italic>in vitro</italic>. Mechanically, VPS9D1-AS1 knockdown can inhibit the Wnt/&#x3b2;-catenin pathways through regulating the expression of &#x3b2;-catenin and c-Myc (<xref ref-type="bibr" rid="B88">Ma et al., 2021</xref>). <xref ref-type="bibr" rid="B41">Guo et al. (2021)</xref> revealed that DDX11 antisense RNA 1 (DDX11-AS1) overexpression enhanced cell proliferation, invasion, migration, and epithelial - mesenchymal transition (EMT) process of EC through activating the Wnt/&#x3b2;-catenin pathway <italic>via</italic> targeting miR-30d-5p. Meanwhile, DDX11-AS1 could act as a ceRNA through sponging miR-30d-5p, thus upregulating the expression of SNAI1 and Zinc Finger E-Box Binding Homeobox 2 (ZEB2) (<xref ref-type="bibr" rid="B41">Guo et al., 2021</xref>). <xref ref-type="bibr" rid="B166">You et al. (2019)</xref> found that LncRNA HERES, as an oncogene, can activate Wnt signaling by interacting with enhancer of zeste homolog 2 (EZH2) <italic>via</italic> its G-quadruple structure-like motif. Additionally, TUG1 exerts oncogenic ability though activating the Wnt/&#x3b2;-catenin pathway <italic>via</italic> miR-148a-3p/myeloid cell leukemia-1 (MCL-1) axis (<xref ref-type="bibr" rid="B121">Tang et al., 2020</xref>). Similarly, lncRNA growth arrest-specific transcript 5 (GAS5), as a molecular sponge, can regulate miR-301a, thus enhancing C-X-C chemokine receptor 4 (CXCR4) expression and activating NF-&#x3ba;B pathways and the Wnt/&#x3b2;-catenin pathway in EC (<xref ref-type="bibr" rid="B71">Li et al., 2018</xref>). <xref ref-type="bibr" rid="B160">Yang et al. (2021)</xref> found that knockdown of CCAT2 inhibited the mRNA and protein levels of wnt-induced-secreted-protein-1 (WISP1), &#x3b2;-catenin, and the mRNA levels of their downstream target genes in ESCC. Similarly, HOX transcript antisense intergenic RNA (HOTAIR) directly inhibited the Wnt inhibitory factor 1 (WIF-1) expression by promoting the histone methylation on H3K27 in the promoter region, thus activating the Wnt/&#x3b2;-catenin signaling pathway in ESCC (<xref ref-type="bibr" rid="B40">Ge et al., 2013</xref>).</p>
<p>Given the above, many lncRNAs play an important role in the occurrence and development of EC by regulating the Wnt signaling pathway.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Oncogenic lncRNAs Involving PI3K/AKT Signaling Pathway</title>
<p>PI3K/AKT signaling pathway has been reported to be frequently activated in a variety of tumors and has been considered as a potential therapeutic target (<xref ref-type="bibr" rid="B3">Aoki and Fujishita, 2017</xref>). Here, we showed that some lncRNAs can regulate the EC progression through PI3K/AKT signaling pathway.</p>
<p>LINC00152 was up-regulated in EC tissues, and knockdown of LINC00152 significantly inhibited the cell proliferation of EC by decreasing the expression levels of PI3K and AKT (<xref ref-type="bibr" rid="B31">Ding et al., 2020</xref>). Another study showed that LncRNA HLA complex P5 (HCP5) promoted malignant behaviors of ESCC through regulating the miR-139-5p/phosphodiesterase 4A (PDE4A) axis and activating the PI3K-AKT-mammalian target of rapamycin (mTOR) signaling pathway (<xref ref-type="bibr" rid="B156">Xu et al., 2021b</xref>). Similarly, overexpression of LINC01518, PTCSC1, LINC01617, and methyltransferase like 3 (METTL3) can also enhance the malignant behaviors of EC cells through activating the AKT pathway (<xref ref-type="bibr" rid="B173">Zhang et al., 2018a</xref>; <xref ref-type="bibr" rid="B174">Zhang et al., 2019b</xref>; <xref ref-type="bibr" rid="B79">Liu et al., 2020c</xref>; <xref ref-type="bibr" rid="B45">Hou et al., 2020</xref>). <xref ref-type="bibr" rid="B74">Liang et al. (2018)</xref> found that focally amplified lncRNA (FAL1) promoted the proliferation of EC cells by stimulating the AKT pathway <italic>via</italic> regulating the 3-phosphoinositide-dependent kinase 1 (PDK1). Importantly, EIF3J-AS1, as an oncogene, can sponge the miR-373-3p to up-regulate mRNA level of AKT1 in EC (<xref ref-type="bibr" rid="B147">Wei et al., 2020</xref>). Another study showed that ESCC-related lncRNAs transcript 1 (ESSCAL-1) downregulation can induce the cell apoptosis by the downregulation of the PI3K/AKT signaling <italic>via</italic> miR-590-3p/apolipoprotein mRNA-editing enzyme catalytic polypeptide 3 protein G (APOBEC3G) axis (<xref ref-type="bibr" rid="B76">Liu et al., 2020a</xref>). <xref ref-type="bibr" rid="B155">Xu et al. (2021a)</xref> reported that KCNQ1 overlapping transcript 1 (KCNQ1OT1) can activate the PI3K/AKT pathway <italic>via</italic> inhibiting the repression of miR-133b and indirectly upregulating epidermal growth factor receptor (EGFR). In addition, LINC00184 regulated the glycolysis and mitochondrial oxidative phosphorylation (OXPHOS) of EC cells through inducing the phosphorylation of Akt (<xref ref-type="bibr" rid="B70">Li et al., 2019</xref>).</p>
<p>In conclusion, numerous lncRNA dysregulation participates in the occurrence and development of EC through affecting the PI3K/AKT pathway.</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Oncogenic lncRNAs Involving TGF-&#x3b2; Signaling Pathway</title>
<p>TGF-&#x3b2; signaling pathway has been showed to regulate numerous cellular functions, including cell proliferation, apoptosis, invasion, and migration (<xref ref-type="bibr" rid="B23">Colak and Ten Dijke, 2017</xref>). Current studies revealed that some lncRNAs can regulate the EC progression by affecting the TGF-&#x3b2; signaling pathway.</p>
<p>
<xref ref-type="bibr" rid="B185">Zhu et al. (2021)</xref> found that lncRNA FAM225A facilitated the ESCC development through sponging miR-197-5p, thus upregulating the non-POU domain-containing octamer-binding protein (NONO) expression and activating the transforming growth factor-&#x3b2; (TGF-&#x3b2;) pathway in ESCC cells. Another study revealed that NCK1-AS1 may promote ESCC progression by upregulating the expression of TGF-&#x3b2;1 (<xref ref-type="bibr" rid="B39">Fu et al., 2022</xref>). Similarly, ANRIL knockdown inhibit EC cell proliferation by increasing the expression of p15 <italic>via</italic> TGF&#x3b2;1 (<xref ref-type="bibr" rid="B16">Chen et al., 2014</xref>).</p>
<p>In brief, some lncRNAs can regulate the TGF-&#x3b2;pathway to affect the EC development.</p>
</sec>
<sec id="s3-1-4">
<title>3.1.4 Oncogenic lncRNAs Involving Other Regulatory Mechanisms</title>
<p>We also discussed lncRNAs promote the tumorigenesis and development of EC through other regulatory mechanisms. Here, we mainly discussed the HOX transcript antisense intergenic RNA (HOTAIR), MALAT1 LINC01535 and BRAF-activated non-coding RNA (BANCR), which have got wide attention in multiple studies.</p>
<p>Several studies have revealed that HOTAIR, as a competing endogenous RNA, plays the oncogenic role through the lncRNA-miRNA-mRNA function network in EC. <xref ref-type="bibr" rid="B102">Ren et al. (2016)</xref> reported that HOTAIR was abnormally increased in ESCC cells and could facilitate ESCC occurrence through sponging miR-1 and upregulating CCND1. Xu et al. found that HOTAIR may promote epithelial&#x2013;mesenchymal transition (EMT) through acting as the miR-148a sponge to facilitate the expression of snail2 (<xref ref-type="bibr" rid="B154">Xu and Zhang, 2017</xref>). It was reported that the up-regulation of homeobox C8 (HOXC8) was observed in a variety of cancer types and involved in tumor formation (<xref ref-type="bibr" rid="B67">Li et al., 2020a</xref>; <xref ref-type="bibr" rid="B57">Jiang et al., 2021</xref>). Importantly, <xref ref-type="bibr" rid="B130">Wang et al. (2019a)</xref> showed that HOTAIR could regulate HOXC8 by specifically binding to miR-204 as a competing endogenous RNA. CC motif chemokine ligand 18 (CCL18) has crucial roles in tumor progression and metastasis (<xref ref-type="bibr" rid="B14">Cardoso et al., 2021</xref>). <xref ref-type="bibr" rid="B140">Wang et al. (2019e)</xref> revealed that HOTAIR upregulated by CCL18 advanced malignant progression of ESCC through miR-130a-5p-zinc finger E-box binding homeobox 1 (ZEB1) axis. Hexokinase 2 (HK2) expression is increased in tumors and contributes to aerobic glycolysis. <xref ref-type="bibr" rid="B86">Ma et al. (2017)</xref> found that HOTAIR promoted HK2 expression by sponging miR-125/miR-143, thus facilitating the tumorigenesis of ESCC.</p>
<p>Researchers have also revealed that MALAT1 played a crucial role in the tumorigenesis and development of EC. MALAT1 was significantly up-regulated in EC tissues and cells than the normal controls (<xref ref-type="bibr" rid="B51">Huang et al., 2016</xref>). A study showed that the up-regulation of MALAT1 in advanced stage ESCC tissues may facilitate ESCC growth by the ataxia-telangiectasia mutated (ATM)/checkpoint kinase 2 (CHK2) pathway dephosphorylation (<xref ref-type="bibr" rid="B47">Hu et al., 2015</xref>). MALAT1 knockdown suppressed the invasion, migration and EMT of EC. Mechanically, MALAT1 could target and sponge the miR-1-3p, thus affecting the coronin-1C (CORO1C)/tropomyosin3 (TPM3) pathway in EC (<xref ref-type="bibr" rid="B69">Li et al., 2020c</xref>). Besides, knockdown of MALAT1 inhibited the proliferation, migration and tumor sphere formation of tumors cells by decreasing the expression of &#x3b2;-catenin, Lin28 and EZH2 in ESCC (<xref ref-type="bibr" rid="B141">Wang et al., 2016a</xref>). Another study found that MALAT1 could promote the EMT and metastasis of EC cells through Ezh2-Notch1 signaling pathway (<xref ref-type="bibr" rid="B17">Chen et al., 2018</xref>). Importantly, down-regulation of MALAT1 by miR-101 and miR-217 through a post-transcriptional regulation mechanism inhibited proliferation, invasion, and migration of ESCC cells (<xref ref-type="bibr" rid="B143">Wang et al., 2015</xref>). Subsequently, <xref ref-type="bibr" rid="B144">Wang et al. (2021b)</xref> found that N 6-methyladenosine (m<sup>6</sup>A) modification of MALAT1 promotes the metastasis ability of ESCC through reshaping nuclear speckles (NSs). The transcription events in downstream activated by NSs is partially intermediated through the binding of YTH-domain-containing protein 1 (YTHDC1) onto MALAT1-&#x394;m<sup>6</sup>A. Interestingly, artificially tethering YTHDC1 onto MALAT1-&#x394;m<sup>6</sup>A ESCC cells leads to the restoring of migration ability (<xref ref-type="bibr" rid="B144">Wang et al., 2021b</xref>), indicating that post-transcriptional modification may affect the oncogenic activity of MALAT1 in EC.</p>
<p>LINC01535 promoted the proliferation and decreased the apoptosis in ESCC cells <italic>via</italic> activating the JAK/STAT3 pathway (<xref ref-type="bibr" rid="B38">Fang et al., 2020</xref>). Another study showed that small nucleolar RNA host gene 20 (SNHG20) played the oncogenic role through enhancing the growth and metastasis of ESCC through the ataxia telangiectasia-mutated kinase (ATM)-JAK-programmed cell death 1 ligand 1 (PD-L1) axis (<xref ref-type="bibr" rid="B172">Zhang et al., 2019a</xref>).</p>
<p>BRAF-activated non-coding RNA (BANCR) was revealed to enhance the cell proliferation, invasion and migration of ESCC by Raf/MEK/ERK signaling (<xref ref-type="bibr" rid="B168">Yu et al., 2021</xref>). <xref ref-type="bibr" rid="B114">Song et al. (2020)</xref> also found that BANCR can promote the malignant behaviors of ESCC and BANCR downregulation inhibited the ESCC development by inactivating the insulin like growth factor 1 receptor (IGF1R)/Raf/MEK/ERK axis by sponging the miR-338-3p.</p>
<p>To sum up, the oncogenic effects of lncRNAs in EC are multi-channel through various cell pathways.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Tumor-Suppressive lncRNAs</title>
<p>Deregulation of tumor suppressors plays important roles during carcinogenesis and tumor progression. In-depth understanding of tumor suppressors can serve new ideas for tumor-targeted therapy. It can promote EC occurrence and development once the tumor suppressive lncRNAs are downregulated. We summarize the information about tumor suppressive lncRNAs in <xref ref-type="table" rid="T2">Table 2</xref>. In this section, we discussed the tumor-suppressive role of some lncRNAs according to the mechanisms of action in EC.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>EC-associated tumor suppressive lncRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">LncRNA name</th>
<th align="center">Cancer Type</th>
<th align="center">Up/Down</th>
<th align="center">Cell Function</th>
<th align="center">Underlying Mechanism</th>
<th align="center">PMIDs</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">91H</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">NA</td>
<td align="left">Downregulating IGF2</td>
<td align="center">24,706,416</td>
</tr>
<tr>
<td align="left">Epist</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell migration and invasion</td>
<td align="left">Upregulating PITX1 expression and downregulating TERT expression</td>
<td align="center">26,158,411</td>
</tr>
<tr>
<td align="left">LET</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Activating p53 protein</td>
<td align="center">26,935,396</td>
</tr>
<tr>
<td align="left">LET</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">MiR-548k targets and represses expression of lncRNA-LET and down-regulates p53 and up-regulates NF90</td>
<td align="center">29,126,868</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis, migration and invasion</td>
<td align="left">Inhibiting Wnt signaling pathway. Upregulating DKK1 and downregulating C-myc. And reducing &#x3b2;-catenin levels in both total and nuclear proteins</td>
<td align="center">27,267,823</td>
</tr>
<tr>
<td align="left">RP11-766N7.4</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell migration, invasion and EMT</td>
<td align="left">NA</td>
<td align="center">28,157,654</td>
</tr>
<tr>
<td align="left">NKILA</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Inhibiting phosphorylation of I&#x3ba;B&#x3b1;, suppressing p65 nuclear translocation and downregulating expression of NF-&#x3ba;B target genes</td>
<td align="center">29,348,395</td>
</tr>
<tr>
<td align="left">NKILA</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell migration and invasion</td>
<td align="left">Inhibiting MMP14 expression by inhibiting I&#x3ba;B&#x3b1; phosphorylation and NF-&#x3ba;B activation</td>
<td align="center">29,379,981</td>
</tr>
<tr>
<td align="left">TUSC7</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis and chemoresistance</td>
<td align="left">Downregulating miR-224 and increasing DESC1 expression</td>
<td align="center">29,530,057</td>
</tr>
<tr>
<td align="left">FER1L4</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis and invasion</td>
<td align="left">NA</td>
<td align="center">29,771,417</td>
</tr>
<tr>
<td align="left">LINC00261</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis and chemoresistance</td>
<td align="left">Increase methylation of DPYD promoter through recruitment of DNMT. And decreasing DPYD activity</td>
<td align="center">30,226,808</td>
</tr>
<tr>
<td align="left">NEF</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Downregulating expression levels of Wnt/&#x3b2;-catenin pathway-related proteins</td>
<td align="center">30,402,846</td>
</tr>
<tr>
<td align="left">HAND2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Downregulating miR-21</td>
<td align="center">30,520,131</td>
</tr>
<tr>
<td align="left">LINC00675</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis, migration, invasion and EMT</td>
<td align="left">Inhibiting Wnt/&#x3b2;-catenin pathway</td>
<td align="center">30,556,869</td>
</tr>
<tr>
<td align="left">MEG3</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">Downregulating miR-4261, upregulating DKK2 and blocking the Wnt/&#x3b2;-catenin signaling pathway</td>
<td align="center">30,990,378</td>
</tr>
<tr>
<td align="left">IRF1-AS</td>
<td align="left">ESCC</td>
<td align="left">NA</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Activating IRF1 transcription through interacting with ILF3 and DHX9. And IRF1 binds to the IRF1-AS promoter and activates IRF1-AS transcription</td>
<td align="center">31,173,852</td>
</tr>
<tr>
<td align="left">PGM5-AS1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, migration and invasion</td>
<td align="left">PGM5-AS1 was transcriptionally activated by p53 and it could directly interact with and downregulate miR-466 to elevate PTEN expression</td>
<td align="center">31,185,143</td>
</tr>
<tr>
<td align="left">ADAMTS9-AS2</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Enhancing the methylation of CDH3 promoter via DNMT1/DNMT3</td>
<td align="center">31,621,118</td>
</tr>
<tr>
<td align="left">ZNF667-AS1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell viability, migration and invasion</td>
<td align="left">Increasing the expression of ZNF667; recruiting TET1 and interacting UTX to decrease histone H3K27 tri-methylation to activate the expression of ZNF667 and E-cadherin</td>
<td align="center">31,804,468</td>
</tr>
<tr>
<td align="left">NBAT-1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation</td>
<td align="left">Downregulating the expression of PKM2</td>
<td align="center">31,632,565</td>
</tr>
<tr>
<td align="left">RPL34-AS1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Downregulating the expression of RPL34</td>
<td align="center">31,574,377</td>
</tr>
<tr>
<td align="left">SEMA3B-AS1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell viability and invasion</td>
<td align="left">Upregulating the protein expression of SEMA3B</td>
<td align="center">30,915,595</td>
</tr>
<tr>
<td align="left">GAS5</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and migration</td>
<td align="left">Decreasing the expression of PI3K and phosphorylation levels of Akt and mTOR.</td>
<td align="center">30,368,517</td>
</tr>
<tr>
<td align="left">GAS5</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cell proliferation, invasion and migration</td>
<td align="left">Induced by IFN responses via JAK-STAT pathway; activating the IFN responses</td>
<td align="center">29,745,062</td>
</tr>
<tr>
<td align="left">GAS5</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation</td>
<td align="left">Decreased by miR-196a and binding to Ago2</td>
<td align="center">29,170,131</td>
</tr>
<tr>
<td align="left">CTC-276P9.1</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">NA</td>
<td align="center">29,524,086</td>
</tr>
<tr>
<td align="left">TPM1-AS</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell migration</td>
<td align="left">Interacting with RBM4 and hindering the binding of RBM4 to TPM1 pre-mRNA and inhibiting RBM4 to promote endogenous exon 2a inclusion of TPM1</td>
<td align="center">28,754,317</td>
</tr>
<tr>
<td align="left">MEG3</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">Downregulating miR-9 and increasing E-cadherin and FOXO1 expression</td>
<td align="center">28,539,329</td>
</tr>
<tr>
<td align="left">MEG3</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation, apoptosis and metastasis</td>
<td align="left">Activating p53 and its target genes by downregulating MDM2</td>
<td align="center">27,778,235</td>
</tr>
<tr>
<td align="left">MEG3</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and apoptosis</td>
<td align="left">Increasing the expression of ER stress-related proteins (GRP78, IRE1, PERK, ATF6, CHOP and cleaved-caspase-3)</td>
<td align="center">28,405,686</td>
</tr>
<tr>
<td align="left">LOC100130476</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cell proliferation and invasion</td>
<td align="left">NA</td>
<td align="center">27,338,851</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ESCC, esophageal squamous cell carcinoma; NA, Not Available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3-2-1">
<title>3.2.1 Tumor-Suppressive lncRNAs Involving Wnt Signaling Pathway</title>
<p>Overexpression of lncRNA-neighboring enhancer of FOXA2 (NEF), growth-arrest associated lncRNA 1 (GASL1), LINC00675 inhibited cell proliferation, invasion and migration through decreasing the expression of &#x3b2;-catenin in ESCC (<xref ref-type="bibr" rid="B175">Zhang et al., 2018b</xref>; <xref ref-type="bibr" rid="B183">Zhong et al., 2018</xref>; <xref ref-type="bibr" rid="B104">Ren et al., 2021</xref>). Urothelial carcinoma-associated (UCA1) expression was significantly lower in ESCC tissues than adjacent normal tissues. And mRNA microarray analysis indicated the overexpression of UCA1 can inhibit the Wnt signaling pathway through reducing the &#x3b2;-catenin (active form) levels (<xref ref-type="bibr" rid="B142">Wang et al., 2016b</xref>). Another study displayed that miR-4261, which could promote ESCC cell function <italic>in vitro</italic>, is one of maternally expressed gene 3 (MEG3) targets. The anti-tumor effect of MEG3 in ESCC was related to MEG3-miR-4261 axis regulating the dickkopf-2 (DKK2) and Wnt/&#x3b2;-catenin signaling (<xref ref-type="bibr" rid="B87">Ma et al., 2019</xref>).</p>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Tumor-Suppressive lncRNAs Involving Other Regulatory Mechanisms</title>
<p>Here, we discussed other regulatory mechanisms lncRNAs, which can inhibit the tumorigenesis and development of EC. We mainly discussed the regulatory mechanisms regulated by MEG3 and GAS5 in EC.</p>
<p>The results of Li&#x2019;s study proposed that MEG3 may inhibit EMT and EC cell function through downregulating phosphoserine aminotransferase 1 (PSAT1) and restraining the PSAT1 dependent GSK-3&#x3b2;/Snail signaling pathway (<xref ref-type="bibr" rid="B68">Li et al., 2020b</xref>). In addition, MEG3 was found to be significantly reduced in ESCC tissues, which was mediated by DNA methylation. And ectopic expression of MEG3 could promote ESCC cell apoptosis and inhibit cell proliferation and metastasis. Tumor protein 53 (TP53) is one of best-known tumor suppressors. One way of MEG3 inhibiting EC is by inducing p53 activation due to mouse double minute 2 (MDM2) downregulation (<xref ref-type="bibr" rid="B84">Lv et al., 2016</xref>). Moreover, lower expression of MEG3 predicted shorter survival by analyzing EC dataset from TCGA (<xref ref-type="bibr" rid="B84">Lv et al., 2016</xref>). <xref ref-type="bibr" rid="B53">Huang et al. (2017)</xref> also discovered MEG3 expression was diminished in ESCC tissue. MEG3 could suppress EC cell growth and induce apoptosis through activating endoplasmic reticulum stress pathway because the overexpression of MEG3 increased endoplasmic reticulum stress - related proteins (ATF6, GRP78, CHOP, PERK, IRE1, and cleaved caspase-3) expression (<xref ref-type="bibr" rid="B53">Huang et al., 2017</xref>). <xref ref-type="bibr" rid="B33">Dong et al. (2017)</xref> observed that there were hypermethylation of MEG3 both in ESCC tissue and EC cell lines, and it is crucial to MEG3 gene silencing. They also found that MEG3 may regulate forkhead box other 1 (FOXO1) and E-cadherin expression through competitively binding miR-9 (<xref ref-type="bibr" rid="B33">Dong et al., 2017</xref>).</p>
<p>In Wang&#x2019;s study, GAS5 was lower in tumor tissues than that in healthy tissues, and the serum GAS5 level in EC patients was significantly lower than that in normal controls. Overexpression of GAS5 inhibited EC cell proliferation and migration by inactivating PI3K/AKT/mTOR signal pathway (<xref ref-type="bibr" rid="B133">Wang et al., 2018</xref>). <xref ref-type="bibr" rid="B52">Huang et al. (2018)</xref> found that tumor-suppressive lncRNA GAS5 was regulated by interferon (IFN) responses through the JAK/STAT signaling pathway. A study discovered the level of NBAT-1 was lower in EC tissue than adjacent normal tissues. And NBAT-1 overexpression could inhibit EC cell proliferation and tumor glycolysis partially by reducing pyruvate kinase M2 (PKM2) protein expression (<xref ref-type="bibr" rid="B180">Zhao et al., 2019</xref>). According to <xref ref-type="bibr" rid="B61">Ke et al. (2018)</xref>&#x2019;s study, they also found that the expression of GAS5 was downregulated in ESCC tissue and ESCC cell. GAS5 overexpression may suppress ESCC cell function through inducing cell cycle arrest at G2/M stage by activating the ATM-CHK2 pathway and affecting EMT-associated proteins (<xref ref-type="bibr" rid="B61">Ke et al., 2018</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 LncRNAs in Diagnosis, Prognosis and Therapy of Esophageal Cancer</title>
<p>LncRNAs play crucial roles in both cellular physiological and pathological processes, including in the pathogenesis of various tumors and often reveal a higher cell/tissue specificity than mRNA (<xref ref-type="bibr" rid="B28">Derrien et al., 2012</xref>; <xref ref-type="bibr" rid="B26">De Falco et al., 2021</xref>; <xref ref-type="bibr" rid="B129">Turai et al., 2021</xref>), so they were suggested as potential valuable diagnostic, prognostic factors even therapeutic targets. Below, we summarize the excellent potential lncRNA candidates for diagnosis, prognosis and therapy in EC.</p>
<sec id="s4-1">
<title>4.1 LncRNAs in Esophageal Cancer Diagnosis</title>
<p>The treatment effect is not satisfactory for EC patients with advanced stages who have lost the opportunity of surgical treatment. To improve the therapy efficacy, it is urgent to find more excellent EC biomarkers for early diagnosis. We have summarized the present EC-related lncRNA diagnostic biomarkers in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>EC-associated diagnostic lncRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">LncRNA name</th>
<th align="center">Tumor Type</th>
<th align="center">Tissues/Body Fluids</th>
<th align="center">Up/down</th>
<th align="center">Non-tumor Samples/EC Samples</th>
<th align="center">Methods</th>
<th align="center">AUC</th>
<th align="center">95%CI</th>
<th align="center">PMIDs</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">HOTAIR</td>
<td align="left">ESCC</td>
<td align="left">Serum</td>
<td align="left">Up</td>
<td align="char" char="/">20/50</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.793</td>
<td align="char" char="ndash">0.692&#x2013;0.895, <italic>p</italic> &#x3c; 0.01</td>
<td align="center">28,376,832</td>
</tr>
<tr>
<td align="left">Linc-POU3F3</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Up</td>
<td align="char" char="/">21/21</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.842</td>
<td align="char" char="ndash">0.794&#x2013;0.890, <italic>p</italic> &#x3c; 0.001</td>
<td align="center">25,608,466</td>
</tr>
<tr>
<td align="left">HNF1A-AS1</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Up</td>
<td align="char" char="/">21/21</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.781</td>
<td align="char" char="ndash">0.727&#x2013;0.835, <italic>p</italic> &#x3c; 0.001</td>
<td align="center">25,608,466</td>
</tr>
<tr>
<td align="left">SPRY4-IT1</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Up</td>
<td align="char" char="/">21/21</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.800</td>
<td align="char" char="ndash">0.748&#x2013;0.853, <italic>p</italic> &#x3c; 0.001</td>
<td align="center">25,608,466</td>
</tr>
<tr>
<td align="left">MIR31HG</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Up</td>
<td align="char" char="/">53/53</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.748</td>
<td align="char" char="ndash">0.656&#x2013;0.841, <italic>p</italic> &#x3c; 0.01</td>
<td align="center">29,605,445</td>
</tr>
<tr>
<td align="left">MIR31HG</td>
<td align="left">ESCC</td>
<td align="left">Tissues</td>
<td align="left">Up</td>
<td align="char" char="/">53/53</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.748</td>
<td align="char" char="ndash">0.656&#x2013;0.841, <italic>p</italic> &#x3c; 0.01</td>
<td align="center">29,605,445</td>
</tr>
<tr>
<td align="left">GHET1</td>
<td align="left">ESCC</td>
<td align="left">Tissues</td>
<td align="left">Up</td>
<td align="char" char="/">55/55</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.858</td>
<td align="char" char="ndash">0.824&#x2013;0.948, <italic>p</italic> &#x3c; 0.05</td>
<td align="center">28,983,895</td>
</tr>
<tr>
<td align="left">FOXD2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Tissues</td>
<td align="left">Up</td>
<td align="char" char="/">147/147</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.619</td>
<td align="char" char="ndash">0.536&#x2013;0.698</td>
<td align="center">29,286,915</td>
</tr>
<tr>
<td align="left">FOXD2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Tissues</td>
<td align="left">Up</td>
<td align="char" char="/">147/147</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.622</td>
<td align="char" char="ndash">0.538&#x2013;0.700</td>
<td align="center">29,286,915</td>
</tr>
<tr>
<td align="left">AFAP1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Tissues</td>
<td align="left">Up</td>
<td align="char" char="/">48/48</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.802</td>
<td align="char" char="ndash">0.765&#x2013;0.849, <italic>p</italic> &#x3c; 0.001</td>
<td align="center">26,756,568</td>
</tr>
<tr>
<td align="left">SNHG1</td>
<td align="left">ESCC</td>
<td align="left">Serum</td>
<td align="left">Up</td>
<td align="char" char="/">60/60</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.850</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">32,021,418</td>
</tr>
<tr>
<td align="left">NEF</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Down</td>
<td align="char" char="/">78/78</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.9042</td>
<td align="char" char="ndash">0.8547&#x2013;0.9537, <italic>p</italic> &#x3c; 0.05</td>
<td align="center">30,402,846</td>
</tr>
<tr>
<td align="left">HAND2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Down</td>
<td align="char" char="/">66/66</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.9194</td>
<td align="char" char="ndash">0.8453&#x2013;0.9936, <italic>p</italic> &#x3c; 0.0001</td>
<td align="center">30,520,131</td>
</tr>
<tr>
<td align="left">PGM5-AS1</td>
<td align="left">ESCC</td>
<td align="left">Plasma</td>
<td align="left">Down</td>
<td align="char" char="/">26/41</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.8935</td>
<td align="char" char="ndash">0.8213&#x2013;0.9658, <italic>p</italic> &#x3c; 0.0001</td>
<td align="center">31,185,143</td>
</tr>
<tr>
<td align="left">LOC440173</td>
<td align="left">ESCC</td>
<td align="left">Tissues</td>
<td align="left">Up</td>
<td align="char" char="/">64/64</td>
<td align="left">RT-qPCR</td>
<td align="char" char=".">0.7205</td>
<td align="char" char="ndash">0.6329&#x2013;0.8080, <italic>p</italic> &#x3c; 0.0001</td>
<td align="center">33,079,409</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ESCC, esophageal squamous cell carcinoma.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Most of the lncRNAs with diagnostic potential are located in tumor tissues. Compared with the diagnostic markers derived from tumor tissues, the markers in peripheral blood are easy to be obtained and non-invasive, which are more suitable for early screening and early diagnosis of tumors. <xref ref-type="bibr" rid="B127">Tong et al. (2015)</xref> identified three stable plasma ESCC-related lncRNAs. By receiver operating characteristic curve (ROC) analysis, plasma lncRNA POU3F3 could be used as a promising biomarker for the diagnosis of ESCC. A study found serum level of lncRNA HOTAIR was increased in ESCC patients, and it was positively associated with the expression of HOTAIR in ESCC tissues. Through ROC analysis, it was detected that the serum level of HOTAIR can distinguish ESCC patients from healthy controls. The results indicated that serum HOTAIR could be a promising diagnostic indicator of ESCC (<xref ref-type="bibr" rid="B139">Wang et al., 2017</xref>). Small nucleolar RNA host gene 1 (SNHG1) has abnormal expression in many cancers and plays a key role in ESCC (<xref ref-type="bibr" rid="B178">Zhang et al., 2017</xref>; <xref ref-type="bibr" rid="B82">Luo et al., 2020</xref>). <xref ref-type="bibr" rid="B82">Luo et al. (2020)</xref> discovered that SNHG1 can promote ESCC cells proliferation, and its expression level in frozen cancer tissues is significantly related to its serum level. Combined with the results of ROC analysis, it was showed that SNHG1 can be applied as a potential diagnostic biomarker for ESCC patients. In ESCC, GAS5 is considered to be a tumor suppressor (<xref ref-type="bibr" rid="B52">Huang et al., 2018</xref>). GAS5 serum level in EC patients was lower compared within healthy controls, and it was decreased with the primary tumor stage (T stage) increasing. Combined with the results of AUC analysis, serum GAS5 may have diagnostic values for EC (<xref ref-type="bibr" rid="B133">Wang et al., 2018</xref>). LncRNA PGM5 antisense RNA 1 (PGM5-AS1) was markedly decreased in ESCC cell lines, plasma and tissues. And plasma PGM5-AS1 level was promising in diagnosis of ESCC (<xref ref-type="bibr" rid="B182">Zhihua et al., 2019</xref>).</p>
<p>In summary, because of the characteristics and important functions, lncRNAs have important significance and great potential for EC diagnosis.</p>
</sec>
<sec id="s4-2">
<title>4.2 LncRNAs in Esophageal Cancer Prognosis</title>
<p>Recent studies have found that several lncRNAs have characteristic prognostic functions in EC (<xref ref-type="bibr" rid="B162">Yang et al., 2019b</xref>). Owing to the important roles in tumorigenesis and progression, combined with the stability and specificity, lncRNAs have been considered as promising biomarkers for evaluating the prognosis of EC patients, such as HOTAIR, MALAT1, non-coding RNA activated by DNA damage (NORAD), LincRNA-uc002yug.2, and long non-coding RNA activated by transforming growth factor-&#x3b2; (lncRNA-ATB) (<xref ref-type="bibr" rid="B152">Wu et al., 2014</xref>; <xref ref-type="bibr" rid="B62">Khorkova et al., 2015</xref>). We summarized the lncRNA prognostic biomarkers for EC in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>EC-associated prognosis lncRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">LncRNA name</th>
<th rowspan="2" align="center">High Expression</th>
<th rowspan="2" align="center">Prognosis Event</th>
<th colspan="2" align="center">Multivariate Cox Model</th>
<th colspan="2" align="center">Univariate Cox Model</th>
<th rowspan="2" align="center">Sample size</th>
<th rowspan="2" align="center">PMIDs</th>
</tr>
<tr>
<th align="center">HR (95 CI%)</th>
<th align="center">
<italic>P</italic>
</th>
<th align="center">HR (95 CI%)</th>
<th align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">HOTAIR</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="char" char="(">1.913 (1.06&#x2013;3.997)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.0334</td>
<td align="center">100</td>
<td align="center">24,022,190</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">3.16 (1.53&#x2013;6.52)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.002</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">137</td>
<td align="center">24,118,380</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">Unfavorable</td>
<td align="left">MFS</td>
<td align="char" char="(">4.47 (1.99&#x2013;10.06)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">137</td>
<td align="center">24,118,380</td>
</tr>
<tr>
<td align="left">HOTAIR</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.402 (1.348&#x2013;4.281)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.003</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3d; 0.003</td>
<td align="center">78</td>
<td align="center">24,151,120</td>
</tr>
<tr>
<td align="left">SPRY4-IT1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.049 (1.042&#x2013;4.032)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.038</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3d; 0.016</td>
<td align="center">82</td>
<td align="center">24,810,925</td>
</tr>
<tr>
<td align="left">LincRNA-uc002yug.2</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.57 (1.31&#x2013;5.03)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.0021</td>
<td align="char" char="(">2.39 (1.25&#x2013;4.60)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.0062</td>
<td align="center">358</td>
<td align="center">25,486,427</td>
</tr>
<tr>
<td align="left">PCAT-1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.036 (1.008&#x2013;1.064)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.011</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="center">104</td>
<td align="center">25,731,728</td>
</tr>
<tr>
<td align="left">LOC285194</td>
<td align="left">Favorable</td>
<td align="left">OS</td>
<td align="char" char="(">0.388 (0.210&#x2013;0.715)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.002</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">142</td>
<td align="center">25,169,763</td>
</tr>
<tr>
<td align="left">LOC285194</td>
<td align="left">Favorable</td>
<td align="left">DFS</td>
<td align="char" char="(">0.341 (0.193&#x2013;0.602)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">142</td>
<td align="center">25,169,763</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">1.76 (0.97&#x2013;3.21)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.06</td>
<td align="char" char="(">1.82 (1.01&#x2013;3.27)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.047</td>
<td align="center">77</td>
<td align="center">26,406,400</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.81 (0.97&#x2013;3.41)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.06</td>
<td align="char" char="(">1.89 (1.02&#x2013;3.50)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.043</td>
<td align="center">77</td>
<td align="center">26,406,400</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">6.638 (2.948&#x2013;14.947)</td>
<td align="left">
<italic>p</italic> &#x3d; 0.000</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">133</td>
<td align="center">27,470,544</td>
</tr>
<tr>
<td align="left">NORAD</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">3.42 (1.75&#x2013;6.71)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="char" char="(">4.07 (2.09&#x2013;7.93)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.000</td>
<td align="center">106</td>
<td align="center">28,482,344</td>
</tr>
<tr>
<td align="left">ATB</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.69 (1.07&#x2013;2.66)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.023</td>
<td align="char" char="(">1.76 (1.22&#x2013;2.76)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.014</td>
<td align="center">150</td>
<td align="center">28,640,252</td>
</tr>
<tr>
<td align="left">MIR31HG</td>
<td align="left">Favorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.231 (1.118&#x2013;3.899)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.007</td>
<td align="char" char="(">2.893 (1.441&#x2013;4.346)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.005</td>
<td align="center">185</td>
<td align="center">28,975,978</td>
</tr>
<tr>
<td align="left">TTN-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.73 (1.27&#x2013;4.58)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.002</td>
<td align="char" char="(">2.54 (1.35&#x2013;4.89)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.005</td>
<td align="center">148</td>
<td align="center">29,101,304</td>
</tr>
<tr>
<td align="left">FOXD2-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.66 (1.04&#x2013;2.64)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.033</td>
<td align="char" char="(">1.94 (1.22&#x2013;3.06)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.005</td>
<td align="center">147</td>
<td align="center">29,286,915</td>
</tr>
<tr>
<td align="left">FOXD2-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">2.68 (1.49&#x2013;4.82)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="char" char="(">2.71 (1.53&#x2013;4.80)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.000</td>
<td align="center">147</td>
<td align="center">29,286,915</td>
</tr>
<tr>
<td align="left">NKILA</td>
<td align="left">Favorable</td>
<td align="left">OS</td>
<td align="char" char="(">0.59 (0.36&#x2013;0.95)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.029</td>
<td align="char" char="(">0.42 (0.26&#x2013;0.66)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.000</td>
<td align="center">137</td>
<td align="center">29,348,395</td>
</tr>
<tr>
<td align="left">LINC01503</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.967 (1.112&#x2013;3.479)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.020</td>
<td align="char" char="(">1.891 (1.074&#x2013;3.327)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.027</td>
<td align="center">113</td>
<td align="center">29,454,790</td>
</tr>
<tr>
<td align="left">LINC01503</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">1.583 (0.975&#x2013;2.570)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.063</td>
<td align="char" char="(">1.753 (0.958&#x2013;2.518)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.035</td>
<td align="center">113</td>
<td align="center">29,454,790</td>
</tr>
<tr>
<td align="left">LINC01133</td>
<td align="left">Favorable</td>
<td align="left">OS</td>
<td align="char" char="(">0.500 (0.307&#x2013;0.812)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.005</td>
<td align="char" char="(">0.381 (0.243&#x2013;0.599)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">149</td>
<td align="center">30,007,982</td>
</tr>
<tr>
<td align="left">LINC01296</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.893 (1.253&#x2013;5.563)</td>
<td align="left">
<italic>p</italic> &#x3d; 0.004</td>
<td align="char" char="(">3.783 (1.669&#x2013;7.693)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="center">221</td>
<td align="center">30,058,683</td>
</tr>
<tr>
<td align="left">LINC01296</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">3.263 (1.193&#x2013;6.763)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.003</td>
<td align="char" char="(">4.213 (1.389&#x2013;8.784)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="center">221</td>
<td align="center">30,058,683</td>
</tr>
<tr>
<td align="left">AK001796</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">3.347 (1.423&#x2013;5.457)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.005</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3d; 0.010</td>
<td align="center">175</td>
<td align="center">30,657,559</td>
</tr>
<tr>
<td align="left">AK001796</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">3.568 (1.537&#x2013;5.778)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.003</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="center">175</td>
<td align="center">30,657,559</td>
</tr>
<tr>
<td align="left">MEG3</td>
<td align="left">Favorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.638 (1.052&#x2013;6.612)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.039</td>
<td align="char" char="(">5.737 (2.653&#x2013;12.404)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">58</td>
<td align="center">30,990,378</td>
</tr>
<tr>
<td align="left">MEG3</td>
<td align="left">Favorable</td>
<td align="left">DFS</td>
<td align="char" char="(">2.765 (1.045&#x2013;7.315)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.040</td>
<td align="char" char="(">6.937 (2.892&#x2013;16.641)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">58</td>
<td align="center">30,990,378</td>
</tr>
<tr>
<td align="left">LOC100133669</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.009 (1.340&#x2013;3.010)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">155</td>
<td align="center">32,130,753</td>
</tr>
<tr>
<td align="left">LEF1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.942 (1.169&#x2013;4.156)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.014</td>
<td align="char" char="(">3.162 (1.225&#x2013;4.654)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.008</td>
<td align="center">185</td>
<td align="center">31,599,448</td>
</tr>
<tr>
<td align="left">LEF1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">2.856 (1.123&#x2013;4.327)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.017</td>
<td align="char" char="(">3.056 (1.218&#x2013;4.664)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.008</td>
<td align="center">185</td>
<td align="center">31,599,448</td>
</tr>
<tr>
<td align="left">SBF2-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">CS</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="char" char="(">1.31 (1.090&#x2013;1.568)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.016</td>
<td align="center">60</td>
<td align="center">29,552,140</td>
</tr>
<tr>
<td align="left">ZEB1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.371 (1.284&#x2013;6.115)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.013</td>
<td align="center">NA</td>
<td align="center">
<italic>p</italic> &#x3d; 0.03</td>
<td align="center">87</td>
<td align="center">26,617,942</td>
</tr>
<tr>
<td align="left">ZEB1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">2.695 (1.379&#x2013;8.352)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.007</td>
<td align="center">NA</td>
<td align="center">
<italic>p &#x3c;</italic> 0.05</td>
<td align="center">87</td>
<td align="center">26,617,942</td>
</tr>
<tr>
<td align="left">FMR1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="char" char="(">1.618 (1.117&#x2013;2.345)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.009</td>
<td align="center">206</td>
<td align="center">30,736,860</td>
</tr>
<tr>
<td align="left">FMR1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="char" char="(">1.768 (1.189&#x2013;2.631)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.0031</td>
<td align="center">188</td>
<td align="center">30,736,860</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.403 (1.012&#x2013;1.946)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.042</td>
<td align="char" char="(">1.640 (1.194&#x2013;2.255)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.002</td>
<td align="center">218</td>
<td align="center">27,329,359</td>
</tr>
<tr>
<td align="left">UCA1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.627 (1.416&#x2013;5.874)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="char" char="(">2.931 (1.72&#x2013;6.214)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.006</td>
<td align="center">90</td>
<td align="center">25,550,835</td>
</tr>
<tr>
<td align="left">PVT1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.75 (1.35&#x2013;5.59)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.05</td>
<td align="char" char="(">3.65 (1.87&#x2013;7.14)</td>
<td align="center">
<italic>p &#x3c;</italic> 0.001</td>
<td align="center">104</td>
<td align="center">28,404,954</td>
</tr>
<tr>
<td align="left">ANRIL</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">0.271 (0.128&#x2013;0.574)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="char" char="(">0.292 (0.111&#x2013;0.768)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.013</td>
<td align="center">50</td>
<td align="center">30,610,814</td>
</tr>
<tr>
<td align="left">ANRIL</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">0.335 (0.161&#x2013;0.699)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.004</td>
<td align="char" char="(">0.321 (0.126&#x2013;0.814)<sup>&#x002A;</sup>
</td>
<td align="center">
<italic>p</italic> &#x3d; 0.017</td>
<td align="center">50</td>
<td align="center">30,610,814</td>
</tr>
<tr>
<td align="left">XIST</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.40 (1.44&#x2013;4.01)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.001</td>
<td align="char" char="(">2.06 (1.25&#x2013;3.40)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.005</td>
<td align="center">12</td>
<td align="center">29,100,288</td>
</tr>
<tr>
<td align="left">AFAP1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.888 (1.223&#x2013;2.915)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.004</td>
<td align="char" char="(">2.665 (1.838&#x2013;3.865)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">162</td>
<td align="center">26,756,568</td>
</tr>
<tr>
<td align="left">AFAP1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">PFS</td>
<td align="char" char="(">1.626 (1.057&#x2013;2.501)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.027</td>
<td align="char" char="(">2.242 (1.545&#x2013;3.255)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">162</td>
<td align="center">26,756,568</td>
</tr>
<tr>
<td align="left">SNHG1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">3.432 (1.951&#x2013;5.064)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.006</td>
<td align="char" char="(">6.851 (4.356&#x2013;11.867)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">42</td>
<td align="center">32,021,418</td>
</tr>
<tr>
<td align="left">SNHG1</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">3.016 (1.294&#x2013;4.645)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.009</td>
<td align="char" char="(">6.054 (3.284&#x2013;9.852)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">42</td>
<td align="center">32,021,418</td>
</tr>
<tr>
<td align="left">CCAT1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">1.044 (1.023&#x2013;1.066)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="char" char="(">1.053 (1.034&#x2013;1.072)</td>
<td align="center">
<italic>p</italic> &#x3c; 0.001</td>
<td align="center">90</td>
<td align="center">27,956,498</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="char" char="(">2 (1.22&#x2013;3.28)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.0052</td>
<td align="center">234</td>
<td align="center">31,417,277</td>
</tr>
<tr>
<td align="left">LOC440173</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.375 (1.043&#x2013;5.405)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.039</td>
<td align="char" char="(">2.608 (1.205&#x2013;5.643)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.015</td>
<td align="center">64</td>
<td align="center">33,079,409</td>
</tr>
<tr>
<td align="left">LOC440173</td>
<td align="left">Unfavorable</td>
<td align="left">RFS</td>
<td align="char" char="(">2.261 (1.005&#x2013;5.090)</td>
<td align="center">
<italic>p</italic> &#x3d; 0.049</td>
<td align="char" char="(">2.510 (1.161&#x2013;5.427)</td>
<td align="center">
<italic>p &#x3d;</italic> 0.019</td>
<td align="center">64</td>
<td align="center">33,079,409</td>
</tr>
<tr>
<td align="left">LEF1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">OS</td>
<td align="char" char="(">2.942 (1.169&#x2013;4.156)</td>
<td align="center">
<italic>p &#x3d;</italic> 0.014</td>
<td align="char" char="(">3.162 (1.225&#x2013;4.654)</td>
<td align="center">
<italic>p &#x3d;</italic> 0.008</td>
<td align="center">185</td>
<td align="center">31,599,448</td>
</tr>
<tr>
<td align="left">LEF1-AS1</td>
<td align="left">Unfavorable</td>
<td align="left">DFS</td>
<td align="char" char="(">2.856 (1.123&#x2013;4.327)</td>
<td align="center">
<italic>p &#x3d;</italic> 0.017</td>
<td align="char" char="(">3.056 (1.218&#x2013;4.664)</td>
<td align="center">
<italic>p &#x3d;</italic> 0.008</td>
<td align="center">185</td>
<td align="center">31,599,448</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, Not Available; OS, Overall Survival; DFS, Disease-Free Survival; PFS, Progression-Free Survival; CS, Cumulative Survival; MFS, Metastasis-Free Survival; RFS, Recurrence-Free Survival.</p>
</fn>
<fn id="Tfn1">
<label>&#x002A;</label>
<p>The HR value was calculated by high expression of lncRNA as reference.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>As previously mentioned, HOTAIR is an important oncogenic lncRNA and has great potential for EC diagnosis. At the same time, it is also an important prognostic biomarker for EC. Kaplan&#x2013;Meier survival curves showed, compared with patients with low HOTAIR expression, patients with high HOTAIR expression had noticeably shorter survival times (HR value &#x3e;1). The results indicate that HOTAIR is an unfavorable factor for the prognosis of EC and can be used as a prognostic biomarker for EC (<xref ref-type="bibr" rid="B40">Ge et al., 2013</xref>; <xref ref-type="bibr" rid="B72">Li et al., 2013</xref>). LncRNA MALAT1 is located on chromosome 11q13.1 and its expression is conserved in multiple species (<xref ref-type="bibr" rid="B55">Ji et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Huang et al., 2016</xref>). MALAT1 is involved in multiple biological functions and overexpressed in many cancers, such as liver cancer, lung cancer, renal cancer, gastric cancer (<xref ref-type="bibr" rid="B55">Ji et al., 2003</xref>; <xref ref-type="bibr" rid="B118">Su et al., 2021</xref>). MALAT1 acts on proliferation, metastasis, cell cycle and drug resistance in these cancer cells (<xref ref-type="bibr" rid="B118">Su et al., 2021</xref>). Compared with the expression in adjacent non-carcinoma tissues, MALAT1 expression is higher in EC tissues and correlates with unfavorable prognosis (<xref ref-type="bibr" rid="B131">Wang et al., 2019b</xref>; <xref ref-type="bibr" rid="B120">Syllaios et al., 2021</xref>). MALAT1 promotes EC cell proliferation, migration and invasion (<xref ref-type="bibr" rid="B131">Wang et al., 2019b</xref>; <xref ref-type="bibr" rid="B120">Syllaios et al., 2021</xref>). According to the multivariate analysis of prognostic factors (HR,6.638, 95% CI,2.948&#x2013;14.947), MALAT1 was significantly related to the prognosis of EC patients and could be applied as an independent factor to EC prognosis (<xref ref-type="bibr" rid="B51">Huang et al., 2016</xref>). NORAD, a 5300&#xa0;nt lncRNA and annotated in RefSeq as LINC00657, is a highly conserved lncRNA. It takes a primary part in regulating both ploidy and chromosomal stability in diploid cells. And the loss of NORAD function can result in chromosomal instability (<xref ref-type="bibr" rid="B64">Lee et al., 2016</xref>). Importantly, lncRNA NORAD is overexpressed in many cancers, including breast cancer, gastric cancer, bladder cancer, liver cancer, and so on (<xref ref-type="bibr" rid="B112">Soghli et al., 2021</xref>). Studies showed that NORAD could act as a ceRNA (<xref ref-type="bibr" rid="B163">Yang et al., 2019c</xref>). A meta-analysis reported that higher NORAD expression was significantly related with poorer overall survival in cancers (<xref ref-type="bibr" rid="B138">Wang et al., 2021a</xref>). And its expression level was appreciably higher in ESCC tissues than that in adjacent normal tissues. The multivariate analysis indicated that NORAD was an independent predictor of ESCC overall survival, which showed that NORAD is a potential ESCC prognostic marker (<xref ref-type="bibr" rid="B150">Wu et al., 2017</xref>).</p>
<p>In addition, many lncRNAs, such as LincRNA-uc002yug.2, ATB, are shown to be potential prognostic biomarkers for EC by the Multivariate Cox regression model (<xref ref-type="table" rid="T4">Table 4</xref>). Whether these lncRNAs can be further applied in clinic needs further verification, and the combined application of multiple lncRNAs is an important direction for future research.</p>
</sec>
<sec id="s4-3">
<title>4.3 LncRNAs in Esophageal Cancer Therapy</title>
<p>Therapy resistance leads to poor treatment efficacy and high recurrence rate of cancers to result in dismal prognosis. Resistance to cancer therapy ordinarily stems from deregulation of signaling pathways. LncRNAs are involved in many these pathways (<xref ref-type="bibr" rid="B4">Askarian-Amiri et al., 2016</xref>; <xref ref-type="bibr" rid="B90">Majidinia and Yousefi, 2016</xref>; <xref ref-type="bibr" rid="B9">Borkiewicz et al., 2021</xref>). For example, exogenous lncRNA UCA1 increased the invasiveness of cancer cells and worked in cisplatin resistance to bladder cancer therapy (<xref ref-type="bibr" rid="B132">Wang et al., 2008</xref>). LncRNA HOTAIR overexpression increased breast cancer cell proliferation and contributed to tamoxifen resistance in breast cancer (<xref ref-type="bibr" rid="B159">Xue et al., 2016</xref>). We summarized the lncRNAs involved in resistance of EC therapy (<xref ref-type="table" rid="T5">Table 5</xref>).</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>LncRNAs and drugs resistance/radioresistance in EC.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">LncRNAs</th>
<th align="center">Cancer Type</th>
<th align="center">Up/down</th>
<th align="center">Related Therapeutics Resistance</th>
<th align="center">Target/Pathway</th>
<th align="center">PMIDs</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">PCAT-1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">NA</td>
<td align="center">29,314,203</td>
</tr>
<tr>
<td align="left">TUSC7</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">Cisplatin and 5-Fu</td>
<td align="left">DESC1/EGFR/AKT pathway</td>
<td align="center">29,530,057</td>
</tr>
<tr>
<td align="left">NMR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin and paclitaxel</td>
<td align="left">NA</td>
<td align="center">29,763,634</td>
</tr>
<tr>
<td align="left">LINC00261</td>
<td align="left">ESCC</td>
<td align="left">Down</td>
<td align="left">5-Fu</td>
<td align="left">DYPD</td>
<td align="center">30,226,808</td>
</tr>
<tr>
<td align="left">Linc-VLDLR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Adriamycin</td>
<td align="left">ABCG2</td>
<td align="center">30,606,658</td>
</tr>
<tr>
<td align="left">LINC00337</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">TPX2/E2F4</td>
<td align="center">32,239,565</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Radioresistance</td>
<td align="left">miR-144-3p/MET/EGFR/AKT pathway</td>
<td align="left">31,918,742</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">Nrf2</td>
<td align="center">31,287,493</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">PDCD4</td>
<td align="center">30,519,392</td>
</tr>
<tr>
<td align="left">TUG1</td>
<td align="left">ESCC</td>
<td align="left">UP</td>
<td align="left">Platinum combined with 5-Fu or paclitaxel</td>
<td align="left">NA</td>
<td align="center">27,329,359</td>
</tr>
<tr>
<td align="left">MALAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Radioresistance</td>
<td align="left">Cks1</td>
<td align="center">27,935,117</td>
</tr>
<tr>
<td align="left">FOXD2-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">miR-195/Akt/mTOR pathway</td>
<td align="left">31,558,183</td>
</tr>
<tr>
<td align="left">NMR</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">NSUN2/BPTF/MMP3 axis, and MMP10</td>
<td align="left">29,763,634</td>
</tr>
<tr>
<td align="left">TP73-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">5-Fu and cisplatin</td>
<td align="left">BDH2</td>
<td align="center">26,799,587</td>
</tr>
<tr>
<td align="left">CCAT1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">CDK4</td>
<td align="center">31,544,294</td>
</tr>
<tr>
<td align="left">CCAT2</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Radioresistance</td>
<td align="left">Bax/Bcl2</td>
<td align="center">31,789,385</td>
</tr>
<tr>
<td align="left">DDX11-AS1</td>
<td align="left">EC</td>
<td align="left">Up</td>
<td align="left">Paclitaxel</td>
<td align="left">TAF1</td>
<td align="center">31,720,085</td>
</tr>
<tr>
<td align="left">H19</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Radiotherapy</td>
<td align="left">WNT1 via miR-22-3p</td>
<td align="center">31,417,277</td>
</tr>
<tr>
<td align="left">AFAP1-AS1</td>
<td align="left">ESCC</td>
<td align="left">Up</td>
<td align="left">Cisplatin</td>
<td align="left">NA</td>
<td align="center">26,756,568</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>EC, esophageal cancer; ESCC, esophageal squamous cell carcinoma; NA, Not Available; 5-Fu, 5-fluo-rouracil.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>MALAT1 is a potential prognostic biomarker for EC. Knockdown of MALAT1 could enhance the radiosensitivity and chemosensitivity of ESCC cells (<xref ref-type="bibr" rid="B164">Yao et al., 2019</xref>). And MALAT1 overexpression inhibited the viability decrease and apoptosis increase of EC cells which were induced by irradiation (<xref ref-type="bibr" rid="B73">Li et al., 2017</xref>).</p>
<p>H19 is an oncogenic lncRNA and takes part in the tumorigenesis and progression of EC (<xref ref-type="bibr" rid="B50">Huang et al., 2015</xref>). Radioresistance is a main factor limiting the efficacy of radiotherapy for EC. H19 was upregulated in an ESCC radioresistant cell line. And H19 knockdown downregulated Wnt1 through upregulating miR-22-3p expression, then resulted in the inhibition of radioresistance, proliferation and migration in radioresistant ESCC cell (<xref ref-type="bibr" rid="B83">Luo et al., 2019</xref>).</p>
<p>Prostate cancer associated transcripts 1 (PCAT-1) was first discovered in patients with prostate cancer by transcript sequencing and was identified as a transcriptional repressor (<xref ref-type="bibr" rid="B98">Prensner et al., 2011</xref>). LncRNA PCAT-1 is up-regulated and could play an oncogenic role in multiple cancers, such as prostate cancer, ESCC, gastric cancer, ovarian cancer (<xref ref-type="bibr" rid="B98">Prensner et al., 2011</xref>; <xref ref-type="bibr" rid="B108">Shi et al., 2015</xref>; <xref ref-type="bibr" rid="B8">Bi et al., 2017</xref>; <xref ref-type="bibr" rid="B30">Ding et al., 2019</xref>). PCAT-1 expression is remarkably increased in ESCC tissues, which is significantly related to tumor invasion (<xref ref-type="bibr" rid="B108">Shi et al., 2015</xref>; <xref ref-type="bibr" rid="B101">Razavi and Ghorbian, 2019</xref>). And it was found that PCAT-1 facilitated ESCC progression by PCAT-1/miR-508-3p/ANXA10 axis in cell experiments (<xref ref-type="bibr" rid="B170">Zang et al., 2019</xref>). When PCAT-1 was inhibited, the chemosensitivity of EC to cisplatin was increased (<xref ref-type="bibr" rid="B181">Zhen et al., 2018</xref>).</p>
<p>Taurine up-regulated gene 1 (TUG1) is a lncRNA which is abnormally expressed in various tumors (<xref ref-type="bibr" rid="B25">Da et al., 2021</xref>). It was found that TUG1 could function as ceRNA to specifically sponging microRNAs to regulate gene expression and was involved in oncogenesis and development of many malignant tumors, such as gastric cancer (<xref ref-type="bibr" rid="B103">Ren et al., 2017</xref>), osteosarcoma (<xref ref-type="bibr" rid="B107">Sheng and Li, 2019</xref>). And TUG1 could regulate resistance and sensitivity of some cancers to chemotherapeutic drugs, such as bladder cancer (<xref ref-type="bibr" rid="B167">Yu et al., 2019</xref>), cervical cancer (<xref ref-type="bibr" rid="B148">Wei et al., 2019</xref>) and EC. TUG1, as an oncogenic lncRNA in EC, is significantly upregulated in EC and promotes EC development (<xref ref-type="bibr" rid="B58">Jin et al., 2020</xref>; <xref ref-type="bibr" rid="B121">Tang et al., 2020</xref>; <xref ref-type="bibr" rid="B186">Zong et al., 2020</xref>). TUG1 is also related to radiotherapy resistance and chemotherapy resistance of ESCC. Patients with high TUG1 expression displayed more resistance to chemotherapy (platinum-based chemotherapy combined with paclitaxel or 5-fluo-rouracil) compared with low TUG1 expression group (<xref ref-type="bibr" rid="B56">Jiang et al., 2016</xref>). Mechanically, TUG1 can promote cisplatin resistance in ESCC through upregulating Nrf2 or epigenetically suppressing PDCD4 expression <italic>via</italic> EZH2 (<xref ref-type="bibr" rid="B153">Xu et al., 2018a</xref>; <xref ref-type="bibr" rid="B179">Zhang et al., 2019c</xref>). In addition, TUG1 can increase radiotherapy resistance of ESCC by reducing miR-144-3p and regulating MET/EGFR/AKT axis (<xref ref-type="bibr" rid="B136">Wang et al., 2020</xref>).</p>
<p>Notably, lncRNA POU3F3 was reported to promote ESCC cell proliferation and cisplatin resistance through exosomal POU3F3-induced transformation of normal fibroblasts to cancer-associated fibroblasts in ESCC (<xref ref-type="bibr" rid="B126">Tong et al., 2020</xref>). However, studies about exosomal lncRNAs and chemoresistance are relatively scarce, especially those about the association between lncRNAs and multidrug resistance in EC.</p>
<p>In summary, recent advances have found that many lncRNAs participate in the drug resistance of EC. However, the exact role of lncRNAs is unclear in the entire regulatory network of drug resistance, and exploring the underlying mechanism will help us to reverse drug resistance of EC via using lncRNA-targeting strategy.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion and Future Perspectives</title>
<p>With the high-speed development of high-throughput sequencing technology, Genome Map and bioinformatics, a great deal of lncRNAs have been discovered. LncRNA is involved in various processes such as epigenetic regulation, chromatin remodeling and gene expression regulation (<xref ref-type="bibr" rid="B109">Shi et al., 2013</xref>; <xref ref-type="bibr" rid="B6">Beermann et al., 2016</xref>; <xref ref-type="bibr" rid="B99">Quinn and Chang, 2016</xref>). Many human diseases, including cancers, are related to the dysregulation of lncRNA (<xref ref-type="bibr" rid="B7">Bhan et al., 2017</xref>; <xref ref-type="bibr" rid="B19">Chi et al., 2019</xref>). Increasing evidence indicates that lncRNAs are involved in regulating the carcinogenesis and progression of EC. Importantly, these dyregulated lncRNAs may be useful for the early diagnosis, prognosis, and treatment of EC.</p>
<p>Nowadays, the researches of lncRNA mainly focus on several aspects: identification and classification of lncRNA; the interaction between lncRNA and other factors; the roles of lncRNA in major diseases; the potential of lncRNA as biomarkers and drug targets of diseases. The role of lncRNA in cancers is a hotspot. In this paper, we mainly summarized the biological functions and molecular mechanisms of lncRNAs. At the same time, we reviewed the main oncogenic lncRNAs and suppressive lncRNAs in EC, and lncRNAs related to EC diagnosis, treatment, and prognosis. The previous studies have shown that lncRNAs play important roles in the occurrence and development of EC and hold much promise as novel biomarkers and therapeutic targets for EC.</p>
<p>However, the research on lncRNAs in EC is still in initial phase and faced with a number of challenges especially in clinical application. Moreover, several novel mechanisms of lncRNAs in EC should be focused on in the future. Currently, despite the dysregulated lncRNAs seem to be important in the tumorigenesis or progression, there are still some questions required to be answered by further studies before their clinical translation. First, although multiple screening wet methods (microarrays, next-generation sequencing and qRT-PCR) have been used to identify the cancer-associated lncRNAs, more effective bioinformatics tools need to be developed. OSescc for identifying the prognosis-related genes in ESCC patients (<xref ref-type="bibr" rid="B137">Wang et al., 2019d</xref>), have been developed in recent years, however available clinical lncRNA testing method has not been seen to now. Second, how do lncRNAs co-regulate with other functional molecules (such as miRNAs, circRNAs, proteins) in the pathogenesis of EC? For example, the disordered regulatory networks of lncRNAs-miRNAs-mRNAs can induce the occurrence and development of EC (<xref ref-type="bibr" rid="B60">Karreth and Pandolfi, 2013</xref>). Third, the small peptides encoded by ncRNAs have been recurrently reported (<xref ref-type="bibr" rid="B134">Wang et al., 2019c</xref>). It will be very interesting to explore whether these lncRNAs encode small peptides, which is the direct regulator for malignant behaviors of EC.</p>
<p>In addition, increasing evidences showed that EC-derived exosomes may be useful for the early detection of EC. RNA sequencing revealed that dysregulated exosomal lncRNAs are associated with early-stage ESCC (<xref ref-type="bibr" rid="B123">Tian et al., 2020</xref>). Some lncRNA-based signature shows the higher efficiency of the prognosis of EC. <xref ref-type="bibr" rid="B77">Liu et al. (2020b)</xref> reported a toll-like receptor (TLR)-related four-lncRNA signature as a prognostic biomarker in EC. Moreover, several effective machine learning methods have been developed to identify and predict lncRNAs in various organisms (<xref ref-type="bibr" rid="B157">Xu et al., 2021c</xref>). For instance, <xref ref-type="bibr" rid="B81">Liu et al. (2022)</xref> constructed an immune-associated lncRNA signature to predict the clinical outcome of colorectal cancer patients based on machine learning-based methods. <xref ref-type="bibr" rid="B177">Zhang et al. (2018c)</xref> constructed the CRlncRC, a machine learning-based method for identifying the cancer-related lncRNAs. Therefore, the application of machine learning-based lncRNAs in the diagnosis of EC will be interesting.</p>
<p>In brief, lncRNAs might be promising biomarkers or therapeutic targets for clinical application for EC after in-depth basic and clinical investigations<underline>.</underline>
</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author Contributions</title>
<p>Conceptualization, YH and XG. Writing&#x2014;original draft preparation, YH, GZ, XS, and XW. Writing&#x2014;review and editing, YH, GZ, YW, LZ, and XG. Funding acquisition, YH and XG. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (No. U2004136), supporting program for Central Plain Young Top Talents (No. ZYQR201912176), supporting grant of Henan University (Nos. 2018YLJC01, 2019YLXKJC01 and 2020YLZDYJ14), program for Science and Technology Development in Henan Province (Nos. 212102310158 and 212102310709), Program from Academy for advanced interdisciplinary studies of Henan University (No. Y21008L).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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