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<article xml:lang="en" article-type="review-article" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<?release-delay 0|0?>
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">OL</journal-id>
<journal-title-group>
<journal-title>Oncology Letters</journal-title>
</journal-title-group>
<issn pub-type="ppub">1792-1074</issn>
<issn pub-type="epub">1792-1082</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ol.2024.14619</article-id>
<article-id pub-id-type="publisher-id">OL-28-4-14619</article-id>
<article-categories>
<subj-group>
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Long non‑coding RNAs as diagnostic and prognostic biomarkers for colorectal cancer (Review)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Lin</surname><given-names>Yuning</given-names></name>
<xref rid="af1-ol-28-4-14619" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Zhao</surname><given-names>Wenzhen</given-names></name>
<xref rid="af1-ol-28-4-14619" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Pu</surname><given-names>Ruonan</given-names></name>
<xref rid="af1-ol-28-4-14619" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Lv</surname><given-names>Zhenyi</given-names></name>
<xref rid="af1-ol-28-4-14619" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Xie</surname><given-names>Hongyan</given-names></name>
<xref rid="af1-ol-28-4-14619" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Li</surname><given-names>Ying</given-names></name>
<xref rid="af2-ol-28-4-14619" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author"><name><surname>Zhang</surname><given-names>Zhongying</given-names></name>
<xref rid="af1-ol-28-4-14619" ref-type="aff">1</xref>
<xref rid="c1-ol-28-4-14619" ref-type="corresp"/></contrib>
</contrib-group>
<aff id="af1-ol-28-4-14619"><label>1</label>Medical Laboratory, Xiamen Humanity Hospital, Fujian Medical University, Xiamen, Fujian 361009, P.R. China</aff>
<aff id="af2-ol-28-4-14619"><label>2</label>Department of Ultrasonography, Women and Children&#x0027;s Hospital, School of Medicine, Xiamen University, Xiamen, Fujian 361003, P.R. China</aff>
<author-notes>
<corresp id="c1-ol-28-4-14619"><italic>Correspondence to</italic>: Professor Zhongying Zhang, Medical Laboratory, Xiamen Humanity Hospital, Fujian Medical University, 3777 Xianyue Road, Xiamen, Fujian 361009, P.R. China, E-mail: <email>pst64lab@gmail.com zhangzy1121@xmu.edu.cn </email></corresp>
</author-notes>
<pub-date pub-type="collection">
<month>10</month>
<year>2024</year></pub-date>
<pub-date pub-type="epub">
<day>08</day>
<month>08</month>
<year>2024</year></pub-date>
<volume>28</volume>
<issue>4</issue>
<elocation-id>486</elocation-id>
<history>
<date date-type="received"><day>11</day><month>05</month><year>2024</year></date>
<date date-type="accepted"><day>29</day><month>07</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>Copyright: &#x00A9; 2024 Lin et al.</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license>
</permissions>
<abstract>
<p>Colorectal cancer (CRC) ranks as the 3rd most common cancer globally and is the 2nd leading cause of cancer-related death. Owing to the lack of specific early symptoms and the limitations of existing early diagnostic methods, most patients with CRC are diagnosed at advanced stages. To overcome these challenges, researchers have increasingly focused on molecular biomarkers, with particular interest in long non-coding RNAs (lncRNAs). These non-protein-coding RNAs, which exceed 200 nucleotides in length, play critical roles in the development and progression of CRC. The stability and detectability of lncRNAs in the circulatory system make them promising candidate biomarkers. The analysis of circulating lncRNAs in peripheral blood represents a potential option for minimally invasive diagnostic tests based on liquid biopsy samples. The present review aimed to evaluate the efficacy of lncRNAs with altered expression levels in peripheral blood as diagnostic markers for CRC. Additionally, the clinical significance of lncRNAs as prognostic markers for this disease were summarized.</p>
</abstract>
<kwd-group>
<kwd>long non-coding RNA</kwd>
<kwd>diagnostic</kwd>
<kwd>prognostic</kwd>
<kwd>biomarker</kwd>
<kwd>colorectal cancer</kwd>
</kwd-group>
<funding-group>
<award-group>
<funding-source>Xiamen Medical and Health Guidance Project</funding-source>
<award-id>3502Z20224ZD1116</award-id>
</award-group>
<funding-statement>The present study was supported by the Xiamen Medical and Health Guidance Project (grant no. 3502Z20224ZD1116).</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>The incidence of colorectal cancer (CRC) in people aged &#x2265;65 in high-income countries has declined since 2012. However, in people &#x003C;55 years of age, the incidence has increased by 1&#x2013;2&#x0025; per year. The death rates in men and women decreased by 1.8&#x0025; per year from 2012-2021, according to the latest report. Despite these improvements, CRC remains the 3rd most common type of cancer worldwide and the second leading cause of cancer-related deaths globally (<xref rid="b1-ol-28-4-14619" ref-type="bibr">1</xref>). The survival rate of patients with CRC is significantly influenced by the stage at which the tumor is detected, with an overall 5-year survival rate of &#x007E;65&#x0025; (<xref rid="b2-ol-28-4-14619" ref-type="bibr">2</xref>). Common diagnostic methods for CRC include the fecal occult blood test (FOBT), the fecal immunochemical test (FIT), colonoscopy and computed tomography (CT) colonography. FOBT and FIT are non-invasive screening methods; the former detects hidden blood in the stool, whereas the latter detects human hemoglobin in the stool. However, neither method can reveal the exact location of the lesions, and they have relatively high false-positive and false-negative rates (<xref rid="b3-ol-28-4-14619" ref-type="bibr">3</xref>). Colonoscopy is the gold standard for diagnosing CRC, providing direct visualization and allowing for pathological analysis. Although highly accurate, it is invasive, expensive, and requires bowel preparation and anesthesia, which poses some risks (<xref rid="b4-ol-28-4-14619" ref-type="bibr">4</xref>). CT colonography generates a 3D image of the colon via CT scans. Although it is non-invasive, its resolution and detection sensitivity have limitations (<xref rid="b5-ol-28-4-14619" ref-type="bibr">5</xref>). The diagnosis of CRC usually begins with a preliminary screening with the FOBT and FIT, followed by imaging tests such as CT scans and magnetic resonance imaging to assess the spread of the cancer. The most effective method of diagnosis is endoscopy, as the lesions can be directly observed through colonoscopy and the cancer can be confirmed by biopsy (<xref rid="b6-ol-28-4-14619" ref-type="bibr">6</xref>&#x2013;<xref rid="b8-ol-28-4-14619" ref-type="bibr">8</xref>). CRC is classified into 4 stages on the basis of the TNM system as follows: i) Stage I, the cancer is confined to the intestinal wall and has not spread to the lymph nodes or beyond; ii) stage II, cancer invades deeper into the intestinal wall or adjacent structures but does not spread far; iii) Stage III, cancer spreads to regional lymph nodes without distant metastasis; and iv) stage IV, the cancer has spread to a distant organ or site. &#x2018;Advanced&#x2019; CRC usually refers to stages III and IV (<xref rid="b9-ol-28-4-14619" ref-type="bibr">9</xref>,<xref rid="b10-ol-28-4-14619" ref-type="bibr">10</xref>). Owing to the absence of distinct early-stage symptoms and limitations in early diagnostic methods, most patients with CRC are diagnosed at an advanced stage. In total, &#x007E;50&#x0025; of the patients with CRC develop metastases, with the liver being the primary metastatic site and the most frequent cause of death (<xref rid="b11-ol-28-4-14619" ref-type="bibr">11</xref>). Recurrence patterns differ by location: 20&#x0025; of right-sided colon cancer recurrences exhibited peritoneal dissemination, 42&#x0025; of left-sided colon cancer recurrences were liver metastases and 33&#x0025; of rectal cancer recurrences were local (<xref rid="b12-ol-28-4-14619" ref-type="bibr">12</xref>). CRC is unique in that it can be prevented and cured through the early identification and removal of high-risk adenomas (<xref rid="b13-ol-28-4-14619" ref-type="bibr">13</xref>). Therefore, implementing early detection screening programs is crucial for reducing the incidence and mortality of this disease. Early detection increases the likelihood of successful treatment and improves patient health outcomes (<xref rid="b14-ol-28-4-14619" ref-type="bibr">14</xref>). Colonoscopy is a widely accepted and effective screening method for CRC detection, despite certain risks, such as bleeding during sampling or polyp removal, and other potential complications (<xref rid="b15-ol-28-4-14619" ref-type="bibr">15</xref>). In recent years, advanced molecular techniques have played a significant role in the early diagnosis and treatment of various cancers, including CRC, by revealing the genetic mechanisms underlying CRC (<xref rid="b16-ol-28-4-14619" ref-type="bibr">16</xref>). Understanding these molecular mechanisms is crucial for addressing colon cancer. Non-coding RNAs (ncRNAs) have been shown to be involved in the onset and progression of colon cancer (<xref rid="b17-ol-28-4-14619" ref-type="bibr">17</xref>,<xref rid="b18-ol-28-4-14619" ref-type="bibr">18</xref>). These ncRNAs, which are mostly not translated into proteins, play significant roles in various cellular and physiological processes (<xref rid="b19-ol-28-4-14619" ref-type="bibr">19</xref>). Long non-coding RNAs (lncRNAs), which are longer than 200 nucleotides, participate in numerous biological processes, including cell proliferation, differentiation, development, apoptosis and metastasis. They often act as competitive endogenous RNAs (ceRNAs) to regulate the expression of specific miRNAs, thereby targeting molecules downstream of these miRNAs (<xref rid="b20-ol-28-4-14619" ref-type="bibr">20</xref>). lncRNAs can interact with RNA, DNA and proteins to form RNA-RNA, RNA-DNA and RNA-protein complexes that regulate gene expression through by affecting transcription, mRNA stability and translation (<xref rid="b21-ol-28-4-14619" ref-type="bibr">21</xref>,<xref rid="b22-ol-28-4-14619" ref-type="bibr">22</xref>). Numerous studies suggest that lncRNAs are crucial in cancer-related biological processes, including apoptosis, cell proliferation, cell invasion and metastasis (<xref rid="b23-ol-28-4-14619" ref-type="bibr">23</xref>&#x2013;<xref rid="b25-ol-28-4-14619" ref-type="bibr">25</xref>).</p>
</sec>
<sec>
<label>2.</label>
<title>History of lncRNAs</title>
<p>In 1984, Pachnis <italic>et al</italic> (<xref rid="b26-ol-28-4-14619" ref-type="bibr">26</xref>) discovered the first eukaryotic lncRNA in mice and named it H19. This lncRNA was identified as a highly abundant fetal transcript in mice. Initially, scientists focused primarily on mRNAs, which encode proteins, whereas ncRNAs were dismissed &#x2018;noise&#x2019; or &#x2018;byproducts&#x2019;. However, as technology has advanced and research has progressed, it has become clear that ncRNAs play crucial roles in gene regulation, epigenetics and disease development. The research on lncRNAs can be traced back to a series of groundbreaking studies in the late 20th and early 21st centuries. In 2002, researchers identified a lncRNA associated with gene silencing on the X chromosome (<xref rid="b27-ol-28-4-14619" ref-type="bibr">27</xref>). Subsequently, Guttman <italic>et al</italic> (<xref rid="b19-ol-28-4-14619" ref-type="bibr">19</xref>) discovered HOTAIR, a lncRNA that significantly influences gene locus regulation. In 2009, Rinn <italic>et al</italic> (<xref rid="b28-ol-28-4-14619" ref-type="bibr">28</xref>) identified HOTTIP, a different lncRNA located in the HOX gene cluster, noting its crucial involvement in gene locus regulation. Additionally, lncRNAs have been reported to play essential roles in embryonic development (<xref rid="b29-ol-28-4-14619" ref-type="bibr">29</xref>). Previous studies have also highlighted the involvement of lncRNAs in tumor initiation and progression, sparking intense research into their roles in cancer (<xref rid="b20-ol-28-4-14619" ref-type="bibr">20</xref>,<xref rid="b30-ol-28-4-14619" ref-type="bibr">30</xref>,<xref rid="b31-ol-28-4-14619" ref-type="bibr">31</xref>).</p>
</sec>
<sec>
<label>3.</label>
<title>lncRNA localization and related research techniques</title>
<p>lncRNAs can be found in the cytoplasm (<xref rid="b32-ol-28-4-14619" ref-type="bibr">32</xref>), nucleus (<xref rid="b33-ol-28-4-14619" ref-type="bibr">33</xref>), nucleolus (<xref rid="b34-ol-28-4-14619" ref-type="bibr">34</xref>) and other subcellular regions and vesicles (such as nucleoli and exosomes). The localization of these proteins is associated with their molecular functions (<xref rid="b32-ol-28-4-14619" ref-type="bibr">32</xref>,<xref rid="b35-ol-28-4-14619" ref-type="bibr">35</xref>). Certain sequence motifs in their primary sequences are associated with subcellular localization (<xref rid="b36-ol-28-4-14619" ref-type="bibr">36</xref>). Investigating the localization of lncRNAs is crucial for understanding their roles in gene regulation, disease development and cellular functions. Compared with mRNAs, a greater proportion of lncRNAs are localized in the nucleus. An analysis of the overall characteristics of lncRNAs and mRNAs revealed that lncRNA genes are less evolutionarily conserved, contain fewer exons, and are expressed at lower levels (<xref rid="b37-ol-28-4-14619" ref-type="bibr">37</xref>&#x2013;<xref rid="b41-ol-28-4-14619" ref-type="bibr">41</xref>). Different polyadenylation signals within lncRNAs can also influence their subcellular localization. For example, the CCAT1 lncRNA gene produces two isoforms: The long isoform (CCAT1-L) is expressed in the nucleus and includes an internal polyadenylation site that corresponds to the 3&#x2032; end of the short isoform (CCAT1-S), which is expressed in the cytoplasm (<xref rid="b42-ol-28-4-14619" ref-type="bibr">42</xref>). Nuclear lncRNAs can play a regulatory role in gene expression; for example, Xist RNA located on the X chromosome achieves X chromosome inactivation by silencing genes on the X chromosome (<xref rid="b43-ol-28-4-14619" ref-type="bibr">43</xref>). Numerous lncRNAs in the nucleus interact with chromatin modification complexes, affecting chromatin structure and gene expression; for example, HOTAIR binds to polycomb reactive complex 2 (PRC2), promoting the formation of H3K27me3 marks (<xref rid="b29-ol-28-4-14619" ref-type="bibr">29</xref>). NEAT1 is an lncRNA located in the nucleolus that plays an important role in paraspeckle formation and mRNA maturation (<xref rid="b44-ol-28-4-14619" ref-type="bibr">44</xref>). NEAT1 and MALAT1 are well-known nucleolar lncRNAs that play roles in maintaining nucleolar structure and RNA processing (<xref rid="b45-ol-28-4-14619" ref-type="bibr">45</xref>). Certain lncRNAs regulate mRNA stability and translation efficiency by binding to the target mRNAs in the cytoplasm. For instance, the lncRNA Linc-ROR protects mRNAs from degradation by binding to miRNAs, thereby influencing protein synthesis (<xref rid="b46-ol-28-4-14619" ref-type="bibr">46</xref>). Cytoplasmic lncRNAs can also act as molecular sponges, sequestering miRNAs and preventing them from binding to their target miRNAs. For example, the lncRNA PTENP1 regulates the expression of PTEN genes by binding to miRNAs, thus impacting the PI3K/Akt signaling pathway (<xref rid="b47-ol-28-4-14619" ref-type="bibr">47</xref>). H19, located on the cell membrane, is involved in the signal transduction process of the cell membrane, affecting cell proliferation and differentiation (<xref rid="b48-ol-28-4-14619" ref-type="bibr">48</xref>). Techniques for studying the localization of lncRNAs include <italic>in situ</italic> hybridization (<xref rid="b49-ol-28-4-14619" ref-type="bibr">49</xref>), RNA immunoprecipitation (<xref rid="b50-ol-28-4-14619" ref-type="bibr">50</xref>), RNA-seq (<xref rid="b51-ol-28-4-14619" ref-type="bibr">51</xref>), single-cell RNA sequencing (<xref rid="b52-ol-28-4-14619" ref-type="bibr">52</xref>) and fluorescence <italic>in situ</italic> hybridization-flow cytometry (<xref rid="b53-ol-28-4-14619" ref-type="bibr">53</xref>), among others.</p>
</sec>
<sec>
<label>4.</label>
<title>Classification of lncRNAs</title>
<p>According to a genomic database [Ensembl Release 96 (April 2019); <uri xlink:href="https://www.ensembl.org/info/website/archives/index.html?redirect=no">https://www.ensembl.org/info/website/archives/index.html?redirect=no</uri>], human lncRNAs are categorized into several types, including 3&#x2032; overlapping ncRNA, antisense lncRNA, long interspersed ncRNA, retained intron, sense intronic, sense overlapping and macro lncRNAs. Intronic lncRNAs are transcribed from the introns of protein-coding genes; however, they do not encode proteins themselves (<xref rid="b54-ol-28-4-14619" ref-type="bibr">54</xref>). Antisense lncRNAs overlap with the antisense strand of coding genes and can influence gene expression by forming double-stranded RNA structures with coding regions through complementary base pairing (<xref rid="b55-ol-28-4-14619" ref-type="bibr">55</xref>,<xref rid="b56-ol-28-4-14619" ref-type="bibr">56</xref>). Intergenic lncRNAs are located between two coding genes and may regulate the expression of nearby genes (<xref rid="b26-ol-28-4-14619" ref-type="bibr">26</xref>). Sense lncRNAs overlap with the sense strand of protein-coding genes containing exons (<xref rid="b57-ol-28-4-14619" ref-type="bibr">57</xref>). Messenger lncRNAs can act as regulatory factors involved in modulating the expression of specific genes (<xref rid="b29-ol-28-4-14619" ref-type="bibr">29</xref>). Structural lncRNAs may play crucial roles in regulating the physical structure of cells or the chromosomal architecture within the nucleus (<xref rid="b58-ol-28-4-14619" ref-type="bibr">58</xref>). The classifications of lncRNAs are shown in <xref rid="tI-ol-28-4-14619" ref-type="table">Table I</xref>.</p>
</sec>
<sec>
<label>5.</label>
<title>Conservation of lncRNAs</title>
<p>Although lncRNAs are functionally important, most lncRNA sequences exhibit low conservation across different species, making it challenging to identify the same lncRNA in different species through sequence similarity. This low degree of conservation is considered to reflect the diversity and specificity of lncRNA functions, as well as their rapid evolution (<xref rid="b41-ol-28-4-14619" ref-type="bibr">41</xref>). Despite their low sequence conservation, some lncRNAs exhibit a degree of structural and functional conservation across different species. These lncRNAs may maintain similar three-dimensional structures or play roles in the same gene expression regulation pathways across species (<xref rid="b58-ol-28-4-14619" ref-type="bibr">58</xref>,<xref rid="b59-ol-28-4-14619" ref-type="bibr">59</xref>). Moreover, numerous lncRNAs exhibit strong species specificity; that is, they are expressed in certain species but not expressed in others. This species specificity suggests that lncRNAs may play specialized roles in the development and adaptation processes of specific species (<xref rid="b41-ol-28-4-14619" ref-type="bibr">41</xref>,<xref rid="b60-ol-28-4-14619" ref-type="bibr">60</xref>). The conservation level of lncRNA promoters is comparable to that of protein-coding genes (<xref rid="b37-ol-28-4-14619" ref-type="bibr">37</xref>,<xref rid="b61-ol-28-4-14619" ref-type="bibr">61</xref>).</p>
</sec>
<sec>
<label>6.</label>
<title>lncRNAs as diagnostic biomarkers for CRC in the blood</title>
<p>Ease of acquisition and detectability are essential criteria for diagnostic biomarkers. For patients that may have early-stage CRC, the option of performing a colonoscopy to obtain tissue samples might be strongly resisted. A genome-wide analysis of lncRNA stability by Clark <italic>et al</italic> (<xref rid="b62-ol-28-4-14619" ref-type="bibr">62</xref>) revealed that most lncRNAs exhibit high stability, with some having a half-life exceeding 16 h. Additionally, lncRNAs demonstrate greater stability room temperature and greater tolerance to repeated freeze-thaw cycles, making them suitable for clinical applications. Given the long length of lncRNAs, stem-loop primers used for microRNA detection are unnecessary for lncRNA amplification (<xref rid="b63-ol-28-4-14619" ref-type="bibr">63</xref>). Therefore, biomarkers that can be detected in blood or other body fluids are ideal for broader clinical applications. Over the past decade, numerous studies have demonstrated that lncRNAs are stable in the bloodstream and possess diagnostic potential, making them promising candidates for non-invasive diagnostic tests in CRC (<xref rid="b64-ol-28-4-14619" ref-type="bibr">64</xref>&#x2013;<xref rid="b67-ol-28-4-14619" ref-type="bibr">67</xref>). In certain situations, lncRNAs may not be detectable in blood. These circumstances include improper sample handling (such as insufficient centrifugation, repeated freeze-thaw cycles and prolonged exposure to room temperature), inadequate storage conditions (such as failing to promptly freeze samples or maintain them at appropriate temperatures), and the use of inappropriate anticoagulants (such as heparin), leading to lncRNA degradation. Additionally, insufficient technical sensitivity and specificity can result in undetectable lncRNA levels. Furthermore, the expression levels of lncRNAs can be influenced by the stage of disease, with early-stage diseases potentially having lncRNA levels below the detection limit (<xref rid="b63-ol-28-4-14619" ref-type="bibr">63</xref>,<xref rid="b68-ol-28-4-14619" ref-type="bibr">68</xref>,<xref rid="b69-ol-28-4-14619" ref-type="bibr">69</xref>). lncRNAs are present in various body fluids, such as blood and urine, because they can traverse cellular membranes. This characteristic allows their detection in non-invasive diagnostic tests (<xref rid="b70-ol-28-4-14619" ref-type="bibr">70</xref>). lncRNAs in body fluids directly reflect the expression levels of certain genes and can distinguish between patients with cancer and healthy individuals (<xref rid="b71-ol-28-4-14619" ref-type="bibr">71</xref>). Additionally, a key feature of circulating lncRNAs is their ability to resist degradation by RNase enzymes (<xref rid="b68-ol-28-4-14619" ref-type="bibr">68</xref>,<xref rid="b72-ol-28-4-14619" ref-type="bibr">72</xref>). Apoptotic bodies, microvesicles and exosomes are vesicles encapsulated by a phospholipid bilayer containing DNA, RNA, lipids, proteins, polysaccharides and metabolites. These vesicles are released into the human circulatory system to facilitate the transfer of materials between cells (<xref rid="b73-ol-28-4-14619" ref-type="bibr">73</xref>&#x2013;<xref rid="b75-ol-28-4-14619" ref-type="bibr">75</xref>). Owing to its notable sensitivity and specificity, reverse transcription-quantitative PCR is frequently employed to detect circulating lncRNAs (<xref rid="b76-ol-28-4-14619" ref-type="bibr">76</xref>). CCAT1 and HOTAIR were the first lncRNA markers reported to be present at significantly higher levels in the plasma of patients with CRC than in that of healthy individuals (<xref rid="b77-ol-28-4-14619" ref-type="bibr">77</xref>). lncRNAs also exhibit CRC specificity, which is reflected mainly in the difference in the expression of certain lncRNAs in the blood of patients with CRC compared with healthy individuals or those with other gastrointestinal diseases (<xref rid="b78-ol-28-4-14619" ref-type="bibr">78</xref>&#x2013;<xref rid="b80-ol-28-4-14619" ref-type="bibr">80</xref>). Furthermore, these lncRNAs may be involved in key biological processes such as cell proliferation, invasion and metastasis in CRC. These findings not only contribute to understanding the molecular mechanisms of CRC but also provide new potential targets for the clinical diagnosis of CRC (<xref rid="b81-ol-28-4-14619" ref-type="bibr">81</xref>&#x2013;<xref rid="b83-ol-28-4-14619" ref-type="bibr">83</xref>). Numerous other circulating lncRNAs have also been identified as potential biomarkers for detecting CRC (<xref rid="tII-ol-28-4-14619" ref-type="table">Table II</xref>) (<xref rid="b64-ol-28-4-14619" ref-type="bibr">64</xref>,<xref rid="b77-ol-28-4-14619" ref-type="bibr">77</xref>&#x2013;<xref rid="b79-ol-28-4-14619" ref-type="bibr">79</xref>,<xref rid="b80-ol-28-4-14619" ref-type="bibr">80</xref>,<xref rid="b84-ol-28-4-14619" ref-type="bibr">84</xref>&#x2013;<xref rid="b108-ol-28-4-14619" ref-type="bibr">108</xref>).</p>
</sec>
<sec>
<label>7.</label>
<title>lncRNAs as prognostic biomarkers for CRC</title>
<p>lncRNAs can serve as diagnostic markers for CRC, and changes in their expression can also predict patient prognosis. lncRNAs play multifaceted roles in CRC, impacting various biological processes, including cell cycle control, cell proliferation, epithelial-mesenchymal transition, migration, invasion, drug resistance, apoptosis and cellular stemness (<xref rid="b109-ol-28-4-14619" ref-type="bibr">109</xref>). These processes influence the malignancy of the tumor and ultimately affect patient prognosis. This section summarizes lncRNAs related to the prognosis of CRC and highlights their associated regulatory signaling pathways, enhancing our understanding of their mechanistic impact on the pathophysiology of CRC (<xref rid="tIII-ol-28-4-14619" ref-type="table">Table III</xref>) (<xref rid="b79-ol-28-4-14619" ref-type="bibr">79</xref>,<xref rid="b81-ol-28-4-14619" ref-type="bibr">81</xref>&#x2013;<xref rid="b83-ol-28-4-14619" ref-type="bibr">83</xref>,<xref rid="b110-ol-28-4-14619" ref-type="bibr">110</xref>&#x2013;<xref rid="b158-ol-28-4-14619" ref-type="bibr">158</xref>).</p>
</sec>
<sec sec-type="conclusions">
<label>8.</label>
<title>Conclusions</title>
<p>CRC poses significant global health challenges and is characterized by high mortality rates, particularly when it is diagnosed at advanced stages. Improving treatment success and patient survival hinges on the development of reliable early detection biomarkers. In recent years, researchers have increasingly explored the potential of lncRNAs as non-invasive molecular biomarkers in CRC.</p>
<p>lncRNAs exhibit diverse functions in CRC, influencing processes such as cell cycle regulation, proliferation, apoptosis and metastasis. By acting as ceRNAs, they modulate the expression of specific miRNAs and downstream targets while also exerting control over gene expression through mechanisms such as transcriptional regulation, mRNA stability and translation. Interactions with RNA, DNA and proteins enable lncRNAs to form complex regulatory networks that impact CRC initiation and progression.</p>
<p>Owing to their stability in blood and potential for early detection, lncRNAs represent promising non-invasive biomarkers for CRC. Research highlights their pivotal roles in regulating pathological processes associated with CRC, including the modulation of cancer cell aggressiveness and metastatic potential through specific regulatory axes.</p>
<p>In conclusion, the study of lncRNAs offers novel insights into the molecular mechanisms of CRC and has potential to guide the development of innovative diagnostic and therapeutic approaches. Further investigations are essential for delineating their precise functions in CRC and exploring their clinical applications with the ultimate goals of increasing treatment efficacy and improving survival outcomes for patients with CRC.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>YuL designed and supervised the study, collected and analyzed data, wrote and revised the manuscript, acquired funding, performed project administration and guidance. WZ, RP, ZL, HX and YiL collected data and revised the manuscript. ZZ conducted project administration, supervised the study and provided guidance, wrote and revised the manuscript and participated in data collection and organisation. All authors read and approved the final version of the manuscript. Data authentication is not applicable.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
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<floats-group>
<table-wrap id="tI-ol-28-4-14619" position="float">
<label>Table I.</label>
<caption><p>Classification of lncRNAs.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Category</th>
<th align="center" valign="bottom">Definition</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">3&#x2032; overlapping lncRNA</td>
<td align="left" valign="top">lncRNA overlapping with the 3&#x2032; end of coding genes</td>
</tr>
<tr>
<td align="left" valign="top">Antisense lncRNA</td>
<td align="left" valign="top">lncRNA overlapping with the antisense strand of coding genes, potentially influencing gene expression by forming double-stranded RNA structures with coding regions through complementary base pairing</td>
</tr>
<tr>
<td align="left" valign="top">Long interspersed ncRNA</td>
<td align="left" valign="top">lncRNA interspersed throughout the genome</td>
</tr>
<tr>
<td align="left" valign="top">Retained intron</td>
<td align="left" valign="top">lncRNA retained within intron regions</td>
</tr>
<tr>
<td align="left" valign="top">Sense intronic lncRNA</td>
<td align="left" valign="top">lncRNA located within the intron regions of protein-coding genes, transcribed from these intronic regions, but does not itself participate in encoding proteins</td>
</tr>
<tr>
<td align="left" valign="top">Sense overlapping lncRNA</td>
<td align="left" valign="top">lncRNA overlapping with the sense strand of protein-coding genes containing exons</td>
</tr>
<tr>
<td align="left" valign="top">Macro lncRNAs</td>
<td align="left" valign="top">Very long ncRNA</td>
</tr>
<tr>
<td align="left" valign="top">Intergenic lncRNA</td>
<td align="left" valign="top">lncRNA located between two coding genes, potentially playing a role in the regulation of genes in its region</td>
</tr>
<tr>
<td align="left" valign="top">Messenger lncRNA</td>
<td align="left" valign="top">lncRNA acting as a regulatory factor, involved in regulating the expression of specific genes</td>
</tr>
<tr>
<td align="left" valign="top">Structural lncRNA</td>
<td align="left" valign="top">lncRNA that may play an important role in the physical structure within cells or the chromosomal architecture within the nucleus</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-ol-28-4-14619"><p>lncRNA, long non-coding RNA.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-ol-28-4-14619" position="float">
<label>Table II.</label>
<caption><p>Studies on lncRNAs in blood as diagnostic biomarkers for CRC.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">First author, year</th>
<th align="center" valign="bottom">Biomarker</th>
<th align="center" valign="bottom">Sample type</th>
<th align="center" valign="bottom">Diagnostic (AUC)</th>
<th align="center" valign="bottom">Potential clinical diagnosis implication</th>
<th align="center" valign="bottom">Number of cases (cancer vs. control)</th>
<th align="center" valign="bottom">(Refs.)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Dong <italic>et al</italic>, 2016</td>
<td align="left" valign="top">MAGEA3 and BCAR4 combination</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">Combination: 0.936</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">76 vs. 76</td>
<td align="center" valign="top">(<xref rid="b64-ol-28-4-14619" ref-type="bibr">64</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhao <italic>et al</italic>, 2015</td>
<td align="left" valign="top">CCAT1, HOATIR</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">CCAT1: 0.836</td>
<td align="left" valign="top">Predict different CRC stage</td>
<td align="center" valign="top">32 vs. 32</td>
<td align="center" valign="top">(<xref rid="b77-ol-28-4-14619" ref-type="bibr">77</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">HOTAIR: 0.777</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Ye <italic>et al</italic>, 2022</td>
<td align="left" valign="top">LNCAROD, SNHG20,</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">LNCAROD: 0.74</td>
<td align="left" valign="top">Distinguish patients with CRC from</td>
<td align="center" valign="top">105 vs. 105</td>
<td align="center" valign="top">(<xref rid="b78-ol-28-4-14619" ref-type="bibr">78</xref>)</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">LINC00534, TSPOAP-AS1</td>
<td/>
<td align="center" valign="top">SNHG20: 0.73</td>
<td align="center" valign="top">health controls</td>
<td/>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">LINC00534: 0.73</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">TSPOAP-AS1: 0.63</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Ye <italic>et al</italic>, 2023</td>
<td align="left" valign="top">LncGMDS-AS1</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">0.7211</td>
<td align="left" valign="top">Distinguish between patients with CRC and those with gastrointestinal inflammation</td>
<td align="center" valign="top">97 vs. 91</td>
<td align="center" valign="top">(<xref rid="b79-ol-28-4-14619" ref-type="bibr">79</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Elabd <italic>et al</italic>, 2022</td>
<td align="left" valign="top">ASB16-AS1 AFAP1-AS1</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">Plasma, ASB16-AS1:</td>
<td align="left" valign="top">Distinguish between patients with early</td>
<td align="center" valign="top">47 vs. 50</td>
<td align="center" valign="top">(<xref rid="b80-ol-28-4-14619" ref-type="bibr">80</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">0.974 Plasma, AFAP1-</td>
<td align="left" valign="top">CRC and those with colonic lesions</td>
<td/>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">AS1: 0.965</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Barbagallo <italic>et al</italic>, 2018</td>
<td align="left" valign="top">circHIPK3, UCA1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">circHIPK3: 0.771 UCA1: 0.719</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">20 vs. 20</td>
<td align="center" valign="top">(<xref rid="b84-ol-28-4-14619" ref-type="bibr">84</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Abd El Fattah <italic>et al</italic>, 2023</td>
<td align="left" valign="top">CCDC144NL-AS1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.994</td>
<td align="left" valign="top">Predict different CRC stage</td>
<td align="center" valign="top">60 vs. 30</td>
<td align="center" valign="top">(<xref rid="b85-ol-28-4-14619" ref-type="bibr">85</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Long <italic>et al</italic>, 2024</td>
<td align="left" valign="top">circRHBDD1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.76</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">24 vs. 24</td>
<td align="center" valign="top">(<xref rid="b86-ol-28-4-14619" ref-type="bibr">86</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Dai <italic>et al</italic>, 2022</td>
<td align="left" valign="top">EGFR-AS1</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">0.938</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">128 vs. 64</td>
<td align="center" valign="top">(<xref rid="b87-ol-28-4-14619" ref-type="bibr">87</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Gong <italic>et al</italic>, 2017</td>
<td align="left" valign="top">lncRNA-HIF1A-AS1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.96</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">151 vs. 160</td>
<td align="center" valign="top">(<xref rid="b88-ol-28-4-14619" ref-type="bibr">88</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Graham <italic>et al</italic>, 2011</td>
<td align="left" valign="top">CRNDE-h</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.888</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">15 vs. 15</td>
<td align="center" valign="top">(<xref rid="b89-ol-28-4-14619" ref-type="bibr">89</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Li <italic>et al</italic>, 2017</td>
<td align="left" valign="top">MEG3</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.784</td>
<td align="left" valign="top">To distinguish between those who respond to oxaliplatin treatment and those who do not</td>
<td align="center" valign="top">70 vs. 70</td>
<td align="center" valign="top">(<xref rid="b90-ol-28-4-14619" ref-type="bibr">90</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Liu <italic>et al</italic>, 2019</td>
<td align="left" valign="top">GAS5, PVT-1, MEG3, 91H, CCAT1-L</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">GAS5: 0.642 PVT-1: 0.786 MEG3: 0.819 91H: 0.870 CCAT1-L: 0.748</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">58 vs. 56</td>
<td align="center" valign="top">(<xref rid="b91-ol-28-4-14619" ref-type="bibr">91</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Liu <italic>et al</italic>, 2016</td>
<td align="left" valign="top">CRNDE-h</td>
<td align="center" valign="top">Serum (exosomal)</td>
<td align="center" valign="top">0.892</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">104 vs. 44</td>
<td align="center" valign="top">(<xref rid="b92-ol-28-4-14619" ref-type="bibr">92</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Dong <italic>et al</italic>, 2022</td>
<td align="left" valign="top">ARST</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">0.934</td>
<td align="left" valign="top">Separated patients with CRC from patients with CP, patients with colitis and patients with hemorrhoids</td>
<td align="center" valign="top">60 vs. 60</td>
<td align="center" valign="top">(<xref rid="b93-ol-28-4-14619" ref-type="bibr">93</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhang <italic>et al</italic>, 2023</td>
<td align="left" valign="top">CACClnc</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">0.846</td>
<td align="left" valign="top">Predict the chemotherapy effect of patients before treatment</td>
<td align="center" valign="top">59 vs. 22</td>
<td align="center" valign="top">(<xref rid="b94-ol-28-4-14619" ref-type="bibr">94</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">El-Sheikh <italic>et al</italic>, 2023</td>
<td align="left" valign="top">NNT-AS1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.964</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">60 vs. 28</td>
<td align="center" valign="top">(<xref rid="b95-ol-28-4-14619" ref-type="bibr">95</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Dai <italic>et al</italic>, 2017</td>
<td align="left" valign="top">BLACAT1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.858</td>
<td align="left" valign="top">Distinguish patients with CRC from those without</td>
<td align="center" valign="top">30 vs. 30</td>
<td align="center" valign="top">(<xref rid="b96-ol-28-4-14619" ref-type="bibr">96</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Shaker <italic>et al</italic>, 2017</td>
<td align="left" valign="top">HULC, CCAT2</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">HULC: 0.72 CCAT2: 0.73</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">120 vs. 96</td>
<td align="center" valign="top">(<xref rid="b97-ol-28-4-14619" ref-type="bibr">97</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Shi <italic>et al</italic>, 2015</td>
<td align="left" valign="top">XLOC_006844, LOC152578, XLOC_000303</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">XLOC_006844: 0.783 LOC152578: 0.783</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">220 vs. 180</td>
<td align="center" valign="top">(<xref rid="b98-ol-28-4-14619" ref-type="bibr">98</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">XLOC_000303: 0.891</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Bakr <italic>et al</italic>, 2023</td>
<td align="left" valign="top">TERC</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.982</td>
<td align="left" valign="top">Distinguish patients with CRC from cancer-free controls</td>
<td align="center" valign="top">70 vs. 35</td>
<td align="center" valign="top">(<xref rid="b99-ol-28-4-14619" ref-type="bibr">99</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Salman <italic>et al</italic>, 2023</td>
<td align="left" valign="top">ZFAS1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.95</td>
<td align="left" valign="top">Predict different CRC stage</td>
<td align="center" valign="top">60 vs. 28</td>
<td align="center" valign="top">(<xref rid="b100-ol-28-4-14619" ref-type="bibr">100</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Lin <italic>et al</italic>, 2022</td>
<td align="left" valign="top">circALG1</td>
<td align="center" valign="top">Blood</td>
<td align="center" valign="top">0.676</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">20 vs. 15</td>
<td align="center" valign="top">(<xref rid="b101-ol-28-4-14619" ref-type="bibr">101</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Shen <italic>et al</italic>, 2022</td>
<td align="left" valign="top">Linc01836</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.809</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">137 vs. 138</td>
<td align="center" valign="top">(<xref rid="b102-ol-28-4-14619" ref-type="bibr">102</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wan <italic>et al</italic>, 2016</td>
<td align="left" valign="top">HOTAIRM1</td>
<td align="center" valign="top">Plasma</td>
<td align="center" valign="top">0.780</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">100 vs. 67</td>
<td align="center" valign="top">(<xref rid="b103-ol-28-4-14619" ref-type="bibr">103</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wang <italic>et al</italic>, 2016</td>
<td align="left" valign="top">RP11-462C24.1, LOC285194 and Nbla12061 combination</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">Combination:0.793</td>
<td align="left" valign="top">Distinguish patients with CRC from health controls</td>
<td align="center" valign="top">30 vs. 31</td>
<td align="center" valign="top">(<xref rid="b104-ol-28-4-14619" ref-type="bibr">104</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wang <italic>et al</italic>, 2018</td>
<td align="left" valign="top">NORAD</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">0.8</td>
<td align="left" valign="top">Distinguishing CRC from benign diseases</td>
<td align="center" valign="top">142 vs. 136</td>
<td align="center" valign="top">(<xref rid="b105-ol-28-4-14619" ref-type="bibr">105</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wang <italic>et al</italic>, 2016</td>
<td align="left" valign="top">BANCR, NR_026817, NR_029373, NR_03411</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">BANCR: 0.638</td>
<td align="left" valign="top">Distinguish patients with CRC from</td>
<td align="center" valign="top">120 vs. 120</td>
<td align="center" valign="top">(<xref rid="b106-ol-28-4-14619" ref-type="bibr">106</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td align="center" valign="top">NR_026817: 0.708</td>
<td align="left" valign="top">health controls</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">NR_029373: 0.812</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">NR_03411: 0.724</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Wu <italic>et al</italic>, 2015</td>
<td align="left" valign="top">NEAT1</td>
<td align="center" valign="top">Blood</td>
<td align="center" valign="top">NEAT1_v1: 0.787</td>
<td align="left" valign="top">Distinguish patients with CRC from</td>
<td align="center" valign="top">100 vs. 100</td>
<td align="center" valign="top">(<xref rid="b107-ol-28-4-14619" ref-type="bibr">107</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td align="center" valign="top">NEAT1_v2:0.871</td>
<td align="left" valign="top">health controls</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Ye <italic>et al</italic>, 2016</td>
<td align="left" valign="top">lnc-GNAT1-1</td>
<td align="center" valign="top">Serum</td>
<td align="center" valign="top">lnc-GNAT1-1: 0.720</td>
<td align="left" valign="top">Distinguish patients with CRC from</td>
<td align="center" valign="top">62 vs. 37</td>
<td align="center" valign="top">(<xref rid="b108-ol-28-4-14619" ref-type="bibr">108</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td align="left" valign="top">health controls</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2-ol-28-4-14619"><p>CRC, colorectal cancer.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIII-ol-28-4-14619" position="float">
<label>Table III.</label>
<caption><p>Studies on lncRNAs as prognostic biomarkers for colorectal cancer.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">First author, year</th>
<th align="center" valign="bottom">lncRNA</th>
<th align="center" valign="bottom">Sample</th>
<th align="center" valign="bottom">Prognostic indicator</th>
<th align="center" valign="bottom">Expression and prognostic role</th>
<th align="center" valign="bottom">Functions</th>
<th align="center" valign="bottom">Related regulatory axes</th>
<th align="center" valign="bottom">(Refs.)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Ye <italic>et al</italic>, 2023</td>
<td align="left" valign="top">LncGMDS-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and stemness</td>
<td align="left" valign="top">GMDS-AS1/HuR-STAT3/ Wnt</td>
<td align="center" valign="top">(<xref rid="b79-ol-28-4-14619" ref-type="bibr">79</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Yue <italic>et al</italic>, 2016</td>
<td align="left" valign="top">ATB</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes invasion, induces EMT</td>
<td align="left" valign="top">E-cadherin</td>
<td align="center" valign="top">(<xref rid="b81-ol-28-4-14619" ref-type="bibr">81</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wang <italic>et al</italic>, 2018</td>
<td align="left" valign="top">B3GALT5-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Inhibits proliferation, promotes migration, inhibits invasion, induces EMT</td>
<td align="left" valign="top">B3GALT5-AS1/miR-203/EMT</td>
<td align="center" valign="top">(<xref rid="b82-ol-28-4-14619" ref-type="bibr">82</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">He <italic>et al</italic>, 2014</td>
<td align="left" valign="top">CCAT1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and invasion</td>
<td align="left" valign="top">c-Myc/CCAT1</td>
<td align="center" valign="top">(<xref rid="b83-ol-28-4-14619" ref-type="bibr">83</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">CCDC144NL-AS1</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and cell cycle</td>
<td align="left" valign="top">CCDC144NL-AS1/miR-363-3p/GALNT7</td>
<td align="center" valign="top">(<xref rid="b110-ol-28-4-14619" ref-type="bibr">110</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Li <italic>et al</italic>, 2023</td>
<td align="left" valign="top">CCL14-AS</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Inhibits migration and invaion</td>
<td align="left" valign="top">CCL14-AS/MEP1A</td>
<td align="center" valign="top">(<xref rid="b111-ol-28-4-14619" ref-type="bibr">111</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Yue <italic>et al</italic>, 2018</td>
<td align="left" valign="top">CYTOR</td>
<td align="left" valign="top">Cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes migration, invasion and EMT</td>
<td align="left" valign="top">CYTOR/&#x03B2;-catenin/TCF complex</td>
<td align="center" valign="top">(<xref rid="b112-ol-28-4-14619" ref-type="bibr">112</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Li <italic>et al</italic>, 2023</td>
<td align="left" valign="top">DICER1-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">DICER1-AS1/miR-650/MAPK/ERK</td>
<td align="center" valign="top">(<xref rid="b113-ol-28-4-14619" ref-type="bibr">113</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">ENST00000543604</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and drug resistance</td>
<td align="left" valign="top">lncRNA 604/miRNA 564/AEG-1/EMT or lncRNA 604/ZNF326/EMT</td>
<td align="center" valign="top">(<xref rid="b114-ol-28-4-14619" ref-type="bibr">114</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Bin <italic>et al</italic>, 2021</td>
<td align="left" valign="top">EPB41L4A-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration, invasion and EMT</td>
<td align="left" valign="top">EPB41L4A-AS1/Rho/Rh</td>
<td align="center" valign="top">(<xref rid="b115-ol-28-4-14619" ref-type="bibr">115</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wu <italic>et al</italic>, 2018</td>
<td align="left" valign="top">FAL1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote proliferation, invasion and inhibits apoptosis</td>
<td align="left" valign="top">Bcl-2, TGF-&#x03B2;1,p65</td>
<td align="center" valign="top">(<xref rid="b116-ol-28-4-14619" ref-type="bibr">116</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Song <italic>et al</italic>, 2022</td>
<td align="left" valign="top">FAM222A-AS1</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DSS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote proliferation, migration and invasion</td>
<td align="left" valign="top">FAM222A-AS1/miR-let-7f/MYH9</td>
<td align="center" valign="top">(<xref rid="b117-ol-28-4-14619" ref-type="bibr">117</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Yang L <italic>et al</italic>, 2019</td>
<td align="left" valign="top">FAM83H-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes tumorigenesis</td>
<td align="left" valign="top">SMAD1/5/9, TGF-&#x03B2;signaling</td>
<td align="center" valign="top">(<xref rid="b118-ol-28-4-14619" ref-type="bibr">118</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Yue B <italic>et al</italic>, 2015</td>
<td align="left" valign="top">FER1L4</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Inhibits proliferation, migration and invasion</td>
<td align="left" valign="top">FER1L4/miR-106a-5p</td>
<td align="center" valign="top">(<xref rid="b119-ol-28-4-14619" ref-type="bibr">119</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Yang X <italic>et al</italic>, 2023</td>
<td align="left" valign="top">FEZF1-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote proliferation, migration and invasion</td>
<td align="left" valign="top">FEZF1-AS1/miR-92b-3p/ZIC5</td>
<td align="center" valign="top">(<xref rid="b120-ol-28-4-14619" ref-type="bibr">120</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Han <italic>et al</italic>, 2021</td>
<td align="left" valign="top">FLVCR1_x005f_x001e_AS1</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Enhances vitality, promotes migration and invasion</td>
<td align="left" valign="top">FLVCR1-AS1/miR-381/RAP2A</td>
<td align="center" valign="top">(<xref rid="b121-ol-28-4-14619" ref-type="bibr">121</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Chen <italic>et al</italic>, 2022</td>
<td align="left" valign="top">GAS6-AS1</td>
<td align="left" valign="top">Cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote proliferation, migration, invasion and EMT</td>
<td align="left" valign="top">GAS6-AS1/TRIM14</td>
<td align="center" valign="top">(<xref rid="b122-ol-28-4-14619" ref-type="bibr">122</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Fang <italic>et al</italic>, 2017</td>
<td align="left" valign="top">HNF1A-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DSS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Enhances vitality, promotes migration, invasion and xenotransplantation</td>
<td align="left" valign="top">HNF1A-AS1/miR-34a/SIRT1/p53</td>
<td align="center" valign="top">(<xref rid="b123-ol-28-4-14619" ref-type="bibr">123</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Huang <italic>et al</italic>, 2021</td>
<td align="left" valign="top">HOTAIR</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes stemness</td>
<td align="left" valign="top">HOTAIR/miR-211-5p/FLT-1</td>
<td align="center" valign="top">(<xref rid="b124-ol-28-4-14619" ref-type="bibr">124</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wu <italic>et al</italic>, 2014</td>
<td align="left" valign="top">HOTAIR</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">MFS OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes EMT</td>
<td align="left" valign="top">Vimentin, MMP9, E-cadherin</td>
<td align="center" valign="top">(<xref rid="b125-ol-28-4-14619" ref-type="bibr">125</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">HOXC-AS3</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Inhibits migration and invasion</td>
<td align="left" valign="top">HOXC-AS3/miR-1269/TGF-&#x03B2;2</td>
<td align="center" valign="top">(<xref rid="b126-ol-28-4-14619" ref-type="bibr">126</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Fang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">LBX2-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">MFS OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote growth, proliferation, migration and inhibits invasion</td>
<td align="left" valign="top">LBX2-AS1/miR-627-5p/RAC1/PI3K/AKT</td>
<td align="center" valign="top">(<xref rid="b127-ol-28-4-14619" ref-type="bibr">127</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Liang <italic>et al</italic>, 2023</td>
<td align="left" valign="top">LINC00174</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote proliferation, migration, invasion and inhibits apoptosis</td>
<td align="left" valign="top">LINC00174/miR-2467-3p/USP21</td>
<td align="center" valign="top">(<xref rid="b128-ol-28-4-14619" ref-type="bibr">128</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Guo <italic>et al</italic>, 2024</td>
<td align="left" valign="top">Linc00239</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">linc00239/miR-182-5p/MTDH</td>
<td align="center" valign="top">(<xref rid="b129-ol-28-4-14619" ref-type="bibr">129</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Li <italic>et al</italic>, 2021</td>
<td align="left" valign="top">LINC00485</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Inhibits proliferation, migration and invasion</td>
<td align="left" valign="top">LINC00485/miR-581/EDEM1</td>
<td align="center" valign="top">(<xref rid="b130-ol-28-4-14619" ref-type="bibr">130</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zheng <italic>et al</italic>, 2023</td>
<td align="left" valign="top">LINC00543</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes EMT and migration</td>
<td align="left" valign="top">LINC00543/pre-miR-506-3p/FOXQ1</td>
<td align="center" valign="top">(<xref rid="b131-ol-28-4-14619" ref-type="bibr">131</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Ren <italic>et al</italic>, 2023</td>
<td align="left" valign="top">LINC00955</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Promotes growth</td>
<td align="left" valign="top">TRIM25/Sp1/DNMT3B/PHIP/CDK2</td>
<td align="center" valign="top">(<xref rid="b132-ol-28-4-14619" ref-type="bibr">132</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Liang <italic>et al</italic>, 2021</td>
<td align="left" valign="top">LINC00958</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, drug resistance and growth and inhibits apoptosis</td>
<td align="left" valign="top">LINC00958/miR-422a/MAPK1</td>
<td align="center" valign="top">(<xref rid="b133-ol-28-4-14619" ref-type="bibr">133</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Wu <italic>et al</italic>, 2022</td>
<td align="left" valign="top">LINC01021</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, colony formation, migration and inhibits apoptosis</td>
<td align="left" valign="top">LINC021/IMP2/MSX1/JARID2</td>
<td align="center" valign="top">(<xref rid="b134-ol-28-4-14619" ref-type="bibr">134</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">LINC01094</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS PFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">LINC01094/miR-1266-5p</td>
<td align="center" valign="top">(<xref rid="b135-ol-28-4-14619" ref-type="bibr">135</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Fu <italic>et al</italic>, 2021</td>
<td align="left" valign="top">LINC01287</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration, invasion and EMT</td>
<td align="left" valign="top">LINC01287/miR-4500/MAP3K13</td>
<td align="center" valign="top">(<xref rid="b136-ol-28-4-14619" ref-type="bibr">136</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Li <italic>et al</italic>, 2022</td>
<td align="left" valign="top">LINC01436</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation</td>
<td align="left" valign="top">LINC01436/miR-466</td>
<td align="center" valign="top">(<xref rid="b137-ol-28-4-14619" ref-type="bibr">137</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Liu <italic>et al</italic>, 2020</td>
<td align="left" valign="top">Linc01578</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DSS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Enhances metastasis</td>
<td align="left" valign="top">NF-&#x03BA;B, YY1</td>
<td align="center" valign="top">(<xref rid="b138-ol-28-4-14619" ref-type="bibr">138</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Luo <italic>et al</italic>, 2022</td>
<td align="left" valign="top">LINC01606</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote growth, invasion and stemness</td>
<td align="left" valign="top">LINC01606/miR-423-5p</td>
<td align="center" valign="top">(<xref rid="b139-ol-28-4-14619" ref-type="bibr">139</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Xu <italic>et al</italic>, 2024</td>
<td align="left" valign="top">LINC01836</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promote proliferation, migration and invasion</td>
<td align="left" valign="top">LINC01836/miR-1226-3p/SLC17A9</td>
<td align="center" valign="top">(<xref rid="b140-ol-28-4-14619" ref-type="bibr">140</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Tian <italic>et al</italic>, 2020</td>
<td align="left" valign="top">Linc02418</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration invasion and development</td>
<td align="left" valign="top">LINC02418/miR-34b-5p/BCL2</td>
<td align="center" valign="top">(<xref rid="b141-ol-28-4-14619" ref-type="bibr">141</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhou <italic>et al</italic>, 2022</td>
<td align="left" valign="top">MHENCR</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">MHENCR/miR-532-3p</td>
<td align="center" valign="top">(<xref rid="b142-ol-28-4-14619" ref-type="bibr">142</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhou <italic>et al</italic>, 2022</td>
<td align="left" valign="top">MIR155HG</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration invasion and drug resistance</td>
<td align="left" valign="top">MIR155HG/miR-650/ANXA2</td>
<td align="center" valign="top">(<xref rid="b143-ol-28-4-14619" ref-type="bibr">143</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Guo <italic>et al</italic>, 2021</td>
<td align="left" valign="top">MIR31HG</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, growth, invasion, migration and angiogenesis</td>
<td align="left" valign="top">MIR31HG/miR-361-3p/YY1</td>
<td align="center" valign="top">(<xref rid="b144-ol-28-4-14619" ref-type="bibr">144</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Sun <italic>et al</italic>, 2022</td>
<td align="left" valign="top">MNX1-AS1</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes stemness, proliferation and migration and inhibits invasion</td>
<td align="left" valign="top">MNX1-AS1/PFIA4/AKT/HIF-1&#x03B1;</td>
<td align="center" valign="top">(<xref rid="b145-ol-28-4-14619" ref-type="bibr">145</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Liu <italic>et al</italic>, 2023</td>
<td align="left" valign="top">PROX1-AS1</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DSS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">PROX1-AS1/miR-326/FBXL20</td>
<td align="center" valign="top">(<xref rid="b146-ol-28-4-14619" ref-type="bibr">146</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Yin <italic>et al</italic>, 2023</td>
<td align="left" valign="top">PVT1</td>
<td align="left" valign="top">Cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and migration</td>
<td align="left" valign="top">PVT1/miR-24-3p/NRP1</td>
<td align="center" valign="top">(<xref rid="b147-ol-28-4-14619" ref-type="bibr">147</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhou <italic>et al</italic>, 2016</td>
<td align="left" valign="top">ROR</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">lincRNA-ROR/miR-145</td>
<td align="center" valign="top">(<xref rid="b148-ol-28-4-14619" ref-type="bibr">148</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Pu <italic>et al</italic>, 2022</td>
<td align="left" valign="top">SKAP1</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation, migration and invasion</td>
<td align="left" valign="top">THUMPD3-AS1/miR-218-5p/SKAP</td>
<td align="center" valign="top">(<xref rid="b149-ol-28-4-14619" ref-type="bibr">149</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">SLCO4A1-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes growth</td>
<td align="left" valign="top">SLCO4A1-AS1/Hsp90/Cdk2/c-Myc</td>
<td align="center" valign="top">(<xref rid="b150-ol-28-4-14619" ref-type="bibr">150</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Jiang <italic>et al</italic>, 2018</td>
<td align="left" valign="top">SNHG15</td>
<td align="left" valign="top">Cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and migration</td>
<td align="left" valign="top">Slug</td>
<td align="center" valign="top">(<xref rid="b151-ol-28-4-14619" ref-type="bibr">151</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Xiang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">SNHG16</td>
<td align="left" valign="top">Cell line</td>
<td align="left" valign="top">OS PFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes colony formation, proliferation, migration, invasion and EMT</td>
<td align="left" valign="top">SNHG16/YAP1/TEAD1</td>
<td align="center" valign="top">(<xref rid="b152-ol-28-4-14619" ref-type="bibr">152</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Bian <italic>et al</italic>, 2021</td>
<td align="left" valign="top">SNHG17</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS DFS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and migration</td>
<td align="left" valign="top">SNHG17/miR-339-5p/FOSL2</td>
<td align="center" valign="top">(<xref rid="b153-ol-28-4-14619" ref-type="bibr">153</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhao <italic>et al</italic>, 2023</td>
<td align="left" valign="top">SOX9-4</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and migration</td>
<td align="left" valign="top">Lnc-SOX9-4/YBX1</td>
<td align="center" valign="top">(<xref rid="b154-ol-28-4-14619" ref-type="bibr">154</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Fang <italic>et al</italic>, 2022</td>
<td align="left" valign="top">SPINT1-AS1</td>
<td align="left" valign="top">Cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and migration and inhibits apoptosis</td>
<td align="left" valign="top">SPINT1-AS1/miR-214/HDGF</td>
<td align="center" valign="top">(<xref rid="b155-ol-28-4-14619" ref-type="bibr">155</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Zhou <italic>et al</italic>, 2022</td>
<td align="left" valign="top">STEAP3-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Promotes proliferation and migration</td>
<td align="left" valign="top">STEAP3-AS1/STEAP3/Wnt/&#x03B2;-catenin</td>
<td align="center" valign="top">(<xref rid="b156-ol-28-4-14619" ref-type="bibr">156</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Li <italic>et al</italic>, 2022</td>
<td align="left" valign="top">USP30-AS1</td>
<td align="left" valign="top">Tissue</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Down-poor prognosis</td>
<td align="left" valign="top">Inhibits development</td>
<td align="left" valign="top">USP30-AS1/miR-765</td>
<td align="center" valign="top">(<xref rid="b157-ol-28-4-14619" ref-type="bibr">157</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Ma <italic>et al</italic>, 2022</td>
<td align="left" valign="top">XLOC_006390</td>
<td align="left" valign="top">Tissue, cell line</td>
<td align="left" valign="top">OS</td>
<td align="left" valign="top">Up-poor prognosis</td>
<td align="left" valign="top">Inhibits apoptosis, promotes migration and invasion</td>
<td align="left" valign="top">XLOC_006390/miR-296/ONECUT2</td>
<td align="center" valign="top">(<xref rid="b158-ol-28-4-14619" ref-type="bibr">158</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn3-ol-28-4-14619"><p>lncRNA, long non-coding RNA; OS, overall survival; DFS, disease-free survival; EMT, epithelial to mesenchymal transition; DSS, disease-specific survival; MFS, metastatic-free survival.</p></fn>
</table-wrap-foot>
</table-wrap>
</floats-group>
</article>
