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Review

Role of Non-Coding RNAs in Colorectal Cancer: Focus on Long Non-Coding RNAs

by
Matteo Lulli
1,†,
Cristina Napoli
2,†,
Ida Landini
2,
Enrico Mini
2 and
Andrea Lapucci
2,*
1
Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, Section of General Pathology, University of Florence, 50134 Florence, Italy
2
Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Florence, 50139 Florence, Italy
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Int. J. Mol. Sci. 2022, 23(21), 13431; https://doi.org/10.3390/ijms232113431
Submission received: 5 September 2022 / Revised: 17 October 2022 / Accepted: 31 October 2022 / Published: 3 November 2022
(This article belongs to the Special Issue Novel Insights into Cancer Drug Resistance: From Molecular Basis to Emerging Therapeutic Strategies)
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Abstract

:

Simple Summary

Non-coding RNAs are a type of RNA that is not translated into proteins. They play important roles in several cellular processes, mainly in the regulation of genetic information transfer from DNA to proteins. Mutations or imbalances in the non-coding RNA repertoire are involved in the development of many human diseases, including cancer. Here, we provide an overview of the role of long non-coding RNAs in the initiation and progression of colorectal cancer as well as in the development of drug resistance and demonstrate their relevance as predictive molecular biomarkers as well as novel potential therapeutic targets.

Abstract

Colorectal cancer is one of the most common causes of cancer-related deaths worldwide. Despite the advances in the knowledge of pathogenetic molecular mechanisms and the implementation of more effective drug treatments in recent years, the overall survival rate of patients remains unsatisfactory. The high death rate is mainly due to metastasis of cancer in about half of the cancer patients and the emergence of drug-resistant populations of cancer cells. Improved understanding of cancer molecular biology has highlighted the role of non-coding RNAs (ncRNAs) in colorectal cancer development and evolution. ncRNAs regulate gene expression through various mechanisms, including epigenetic modifications and interactions of long non-coding RNAs (lncRNAs) with both microRNAs (miRNAs) and proteins, and through the action of lncRNAs as miRNA precursors or pseudogenes. LncRNAs can also be detected in the blood and circulating ncRNAs have become a new source of non-invasive cancer biomarkers for the diagnosis and prognosis of colorectal cancer, as well as for predicting the response to drug therapy. In this review, we focus on the role of lncRNAs in colorectal cancer development, progression, and chemoresistance, and as possible therapeutic targets.

1. Introduction

Colorectal cancer (CRC) is one of the third most frequent and lethal cancer worldwide and the second leading cause of cancer-related deaths globally [1]. Most patients have metastases at diagnosis (approximately 20%) or develop them later because of the natural history of the disease (approximately 25%) [2]. Despite the availability of both cytotoxic chemotherapeutic and targeted agents, administered based on the knowledge of some tumor biomarkers, drug treatment response needs improvement because both intrinsic and acquired resistance mechanisms are responsible for treatment failure. Therefore, there is a clinical need to improve the understanding of the biological processes in CRC that are responsible for gene deregulation, heterogeneity, and escape during immunosurveillance and tumor growth control by drug treatment; thus, revealing the role of novel pathogenic determinants and their application as biomarkers for disease characterization, prediction of therapeutic drug response, and prognosis, is crucial [3].
Along with somatic gene mutations and altered gene expression profiles, regulatory non-coding RNAs (ncRNAs) and other epigenomic determinants have been identified as potential biomarkers of CRC initiation, progression, prognosis, and drug treatment response [4].
In this review, we summarize the information on the most well-characterized long non-coding RNAs (lncRNAs) involved in CRC initiation and progression and examine the development of drug resistance and the lncRNAs that can act as potential targets of new drugs for this disease.

2. The Non-Coding RNAs and Their Deregulation in CRC

RNA, except transfer and ribosomal RNA, has historically been considered an intermediary between DNA and proteins, restricting its main function to coding. However, the discovery of non-coding-dependent regulatory effects of a plethora of different RNA species has revealed an intricate layer of complexity in the regulation of gene expression, indicating the importance of ncRNAs in this process. Within the ncRNA family, microRNAs (miRNAs), circular RNAs (circRNAs), and lncRNAs play pivotal regulatory roles [5]. The discovery of mutations in the genes encoding ncRNAs involved in cancer phenotypes has changed the perspective of molecular genetics and cancer pathobiology. ncRNAs participate in a wide range of cellular pathways, such as proliferation, differentiation, migration, angiogenesis, and apoptosis [6], which confirms that ncRNAs can also act as oncogenes or tumor suppressors in tumor onset and progression [7].
miRNAs are 18–25 nucleotides long and evolutionarily conserved as single-stranded RNAs [8]. They are processed from larger precursors through sequential cleavages by two RNase-III-like enzymes: Drosha (in the nucleus) and Dicer (in the cytoplasm). By interacting with the protein Ago2, one strand of the resulting duplex can associate with an RNA-induced silencing complex (RISC). In most cases, these miRNA-RISC complexes target specific mRNA by binding to their 3′ untranslated regions (UTRs), which may lead to translational repression or cleavage of the mRNAs [9]. Deregulation of miRNA expression during CRC onset and progression has been extensively described, along with a series of up- or down-regulated miRNAs that can predict the response to neoadjuvant therapy [10]. Among these, four deregulated miRNAs have been identified as biomarkers: miRNA-145, which targets TRIAP1, EGFR, and BAK1; miRNA-223 and miRNA-1246, both of which target KRAS; and miRNA-622, which targets TP53, KRAS, HIF1A, VEGFA, EGFR, and MKI67 [10]. Recently, we discovered that miRNA-548I1 is up-regulated in a cohort of poor-prognosis patients with stage III CRC undergoing adjuvant chemotherapy [11]. The function of this miRNA had not been characterized before our study, and it had been not reported to be associated with any type of cancer. Using TargetScan bioinformatic analysis, 22 putative targets of miRNA-548I1 were identified. Interestingly, some of them are deregulated in CRC (e.g., microtubule-associated protein RP/EB family member 1 and angiotensin II receptor type 1) [11].
CircRNAs are another class of regulatory RNAs, which can be divided into non-coding and coding circRNAs [12]. Their molecular structure is characterized by a covalent closed-loop structure without a 5′ cap and/or 3′ poly A tail [13]. Based on their different cyclizations, circRNAs can be further divided into three other subclasses: spliceosome-dependent cable tail patching circRNAs, cis-acting element-promoted circRNAs, and RNA-binding protein-regulated circRNAs [14,15]. CircRNAs display cell-type, tissue-type, and developmental stage-specific expression patterns in the eukaryotic transcriptome; thus, they are involved in gene expression regulation by sponging specific miRNAs, thereby preventing their binding to target mRNAs, or by interacting with RNA-binding proteins and influencing mRNA splicing and stability [16]. Many studies have demonstrated the close association of circRNAs with several physiological and pathological pathways of cancer, including growth, differentiation, metastasis, and invasion [17], and established the pivotal role of circRNAs in CRC patients with lung metastasis [18]. CircRNA YAP1 has been shown to inhibit the proliferation and invasion of gastric cancer cells [19], and circITGA7 promotes tumor growth and metastasis in CRC tissues and cell lines by down-regulating its gene and the linear host gene ITGA7 [20]. Furthermore, it has been recently reported that an open reading frame with translational function is present in circRNA PPP1R12A; the proteins that it encodes affect the proliferation, migration, and invasion of CRC cells by activating the Hippo-YAP signaling pathway [21].
Bhuyan et al. focused on differentially expressed circRNAs to investigate their role in CRC onset [22]. They analyzed 122 differentially expressed circRNAs in total; among them, 19 are highly up-regulated and 3 are highly down-regulated in CRC. All these circRNAs are transcribed by 10 coding genes. The circRNAs hsa_circ_0024107 derived from the MMP1 gene and hsa_circ_0044518 derived from the COL1A1 gene are over-expressed in CRC patients, and they both act as sponges for many miRNAs; additionally, their up-regulation is closely related to the development and progression of CRC [22]. Among the down-regulated genes, solute carrier family 26 member 2 (SLC26A2) produces the circRNA has_circ_0074494, which is down-regulated in CRC cancer cell lines compared with that in normal colon epithelial cell lines, and actin gamma 2 smooth muscle (ACTG2) produces hsa_circ_0055267 and hsa_circ_0055266 that inhibit cell growth and reduce cell viability of small intestinal neuroendocrine tumor cells [23].
The last class of ncRNAs extensively reviewed here is lncRNAs. They are defined as transcripts longer than 200 nucleotides that generally lack coding potential and can be processed like mRNAs, i.e., spliced or polyadenylated. Human lncRNAs can be divided into two main classes: intergenic, genic, or intragenic lncRNAs. The lncRNA family comprises long intergenic ncRNAs (lincRNAs), macro and very long intergenic ncRNAs (vlincRNAs), enhancer- or promoter-associated RNAs (eRNAs or paRNAs), natural antisense transcripts, and primary RNA polymerase II transcripts [24]. LncRNAs regulate gene expression at multiple levels, mainly interacting with DNA, RNA, and proteins [25]. Relative to the interaction with DNA, several lncRNA-dependent epigenetic roles have been revealed. LncRNAs possess a direct regulatory potential on chromatin architecture and related gene expression, by virtue of their negative charge which can neutralize the positively charged histone tails, thus inducing chromatin de-compaction [25]. Additionally, lncRNAs affect accessibility to chromatin through the formation of RNA-DNA hybrid structures, such as triple helices (RNA-DNA-DNA) or R-loops, which are involved in gene expression control, genome stability, and DNA repair regulation [26]. LncRNAs mediate the recruitment and the activity of specific DNA regions, or function as decoys of chromatin modifiers, such as histone deacetylases. Furthermore, lncRNAs play inducing or repressing roles in transcription, by interfering with transcription machinery or modulating the activity of enhancers and promoters. Considering the functional roles of lncRNAs which depend on their interaction with RNA and proteins, numerous modes of lncRNA functioning as post-transcriptional, translational, and post-translational regulators have been extensively described. By virtue of their RNA sequence and/or structure, lncRNAs bind to and sequester RNA-binding proteins, thereby regulating mRNA splicing, localization, turnover, and translational rates. In addition, lncRNAs can directly base pair with other coding and non-coding RNAs. Relative to this last case, it is well known that lncRNAs can bear miRNA-complementary target sites, thus acting as competitive endogenous RNAs through sponging these miRNAs, and, in turn, reducing their availability to target mRNAs [27]. Deregulation of lncRNA-dependent regulative mechanisms has been described in CRC initiation, progression, and acquisition of drug resistance (Figure 1), and paradigmatic examples of these alterations are reviewed below.

3. LncRNAs in Initiation and Progression of CRC

CRC develops from normal mucosal epithelium to a benign adenoma and finally progresses to become a malignant tumor. The pathogenesis of CRC is a multi-step process driven by genetic and epigenetic alterations that perturb cellular physiology [28,29]. These alterations initiate an evolutionary process mainly characterized by the acquisition of hallmark capabilities for transforming CRC cells, such as sustaining proliferative signaling, evading growth suppressors, resisting apoptosis, enabling replicative immortality, and activating the epithelial-mesenchymal transition (EMT) program, angiogenesis, invasion, and metastasis. It has become clear in recent years that the alteration of numerous molecular mechanisms driven or coordinated by lncRNAs is directly involved in all of these cancer hallmarks. Considering the role of some lncRNAs in CRC initiation and progression, lncRNAs play a crucial role in the regulation of complex cellular processes, and the deregulation of a lncRNA can determine the phenotypic alteration of several tumor processes simultaneously, such as the induction of proliferation, invasive capacity, and metastasis of tumor cells.
Understanding the involvement of lncRNAs in tumorigenic signaling pathways, such as Wnt/β-catenin, epidermal growth factor receptor (EGFR)/insulin-like growth factor 1 receptor (IGF-1R), KRAS, phosphatidylinositol-3-kinase (PI3K), transforming growth factor-beta (TGF-β), p53, and EMT signaling pathways [30] can provide further insights into CRC pathogenesis.
Growing evidence indicates that the lncRNA regulator of reprogramming (lnc-ROR) regulates the progression of various cancers by promoting the proliferation, invasion, migration, and drug resistance of various cancer cells, including lung cancer, hepatocellular carcinoma, breast cancer, and CRC cells [31]. In CRC cell lines, lnc-ROR sponges miRNAs that regulate stem cell factors such as POU class 5 homeobox 1, Nanog, and SRY-box 2; it also reduces sensitivity to radiotherapy by deregulating the p53/miR-145 pathway [32]. Over-expression of lnc-ROR is also associated with the EMT pathway activation and metastases in CRC, and it down-regulates the expression of miR-6833-3p, thereby inhibiting the apoptosis-related protein SMC4 [33]. Deregulation of lncRNA expression occurs in a tissue- or organ-specific way [34,35,36] and appears to be strongly related to CRC onset and progression [37].
Deregulation of a lncRNA has been observed to be associated with the loss of imprinting of long QT intronic transcript 1 (LIT1/KCNQ1OT1) in CRC, indicating its potential as a useful marker for CRC diagnosis [38]. The oncogenic lncRNA HOX antisense intergenic RNA (HOTAIR) binds to polycomb repressive complex 2 (EZH2) and lysine-specific histone demethylase 1A (KDM1A) in the 5′ and 3′ regions and represses the transcription of the homeobox D cluster (HOXD) family genes in breast cancer progression and CRC by acting as a scaffold for histones [37]. The high expression of HOTAIR is significantly correlated with distant metastasis and poor prognosis in CRC patients [39], and it has not only been confirmed as a negative prognostic factor in primary tumors but also as a circulating biomarker in the blood of CRC patients [40].
Moreover, the lncRNA metastasis-associated lung adenocarcinoma transcript 1 (MALAT1), which acts as a predictive biomarker of metastasis in non-small cell lung cancer patients, has been described as a new prognostic marker in CRC patients [41,42]. The lncRNAs MALAT1, CCAT1, and PANDAR are up-regulated in the blood of CRC patients compared with that in healthy controls, suggesting their role as potential biomarkers for CRC prognosis [43].
Recently, Liu et al. [44] identified a competing endogenous RNA (ceRNA) regulatory network by bioinformatics analysis and experimental validation, in which 23 differentially expressed lncRNAs, 7 miRNAs, and 244 mRNAs act as regulatory axes associated with CRC tumorigenesis and prognosis. In the IGF2-AS/miR-150/IGF2 axis, the over-expression of miRNA150 down-regulates the expression of the lncRNA IGF2-AS, resulting in the over-expression of IGF2; however, IGF2-AS expression is positively correlated with IGF2 expression in CRC patients. Another lncRNA associated with the pathogenesis of CRC is plasmacytoma variant translocation 1 (PVT1); its up-regulation influences the down-regulation of miR-16-5p, which plays a significant role as a tumor suppressor in CRC [45]. The loss of PVT1 and miR-16-5p over-expression has been observed to drastically reduce the tumor volume in a mouse xenograft model. Furthermore, the PVT1-miR-16-5p/VEGFA/VEGFR1/AKT axis is directly associated with CRC pathogenesis: PVT1 up-regulation induces the down-regulation of miR-16-5p, thereby reducing the binding of this miRNA to the mRNA VEGFA and up-regulating VEGFA, affecting VEGFR1 and AKT signaling [45]. Genome-wide association studies have identified a single nucleotide polymorphism at the PVT1 locus (8q24) that is closely associated with an increased risk of developing CRC [46]. The PVT1 locus drives the production of four miRNAs: miRNA-1204, miRNA-1205, miRNA-1206, and miRNA-1207-5p and -3p, some of which are important in the tumorigenic onset of CRC and gastric cancer [47,48,49,50].
Among the differentially expressed lncRNAs implicated in CRC progression, RP11-468E2.5 is less expressed in CRC samples than in paired normal mucosa, whereas its target genes STAT5A and STAT6 transcription factors are up-regulated [51]. Furthermore, the silencing of RP11-468E2.5 leads to an increase in the expressions of JAK2, STAT3, STAT5, STAT6, CCND1, and Bcl-2 and a decrease in P21 and P27 expressions, highlighting the effects of RP11-468E2.5 down-regulation on the activation of the JAK/STAT signaling pathway, which is driven by the increase of STAT5 and STAT6, promoting cell proliferation and inhibiting apoptosis in CRC [52].
The lncRNA MIR17HG is also associated with carcinogenesis and CRC progression [53]. MIR17HG induces NF-κB/RELA expression by sponging miR-375. RELA activates the transcription of MIR17HG by binding directly to its promoter region in a positive feedback loop [54]. Among the various miRNAs transcribed by MIR17HG, miR-17-5p reduces the expression of the tumor suppressor B-cell linker (BLNK), providing CRC cells greater capacity to migrate and invade. Furthermore, MIR17HG up-regulates PD-L1 expression, thus representing a potential target for immunotherapy.
The lncRNA MFI2-AS1 sponges miR-574-5, activating the expression of MYC binding protein (MYCBP) and thus promoting the proliferation and migration of CRC cells [55].
The lncRNA FEZF1 antisense RNA 1 (FEZF1-AS1) is also closely associated with cell proliferation, migration, and invasion in both CRC cell lines and patients. Reduced expression levels of FEZF1-AS1 inhibit the activation of the EMT pathway and increase the expression levels of orthodenticle homeobox 1 (OTX1) [56]; thus, the FEZF1-AS1/OTX1/EMT axis is involved in CRC development. In addition, FEZF1-AS1 positively regulates the expression of NT5E by sponging miR-30a-5p.
The up-regulation of the lncRNA DNAJC3 divergent transcript (DNAJC3-DT) is also strongly associated with CRC progression via modulation of the miR-214-3p/LIVIN complex. Analysis of the downstream pathway by DNAJC3-DT silencing showed that this deregulation increases the expression levels of miRNA-214-3p in CRC cell lines. Therefore, the up-regulation of miRNA-214-3p inhibits the protein expression of LIVIN and suppresses the activation of the NF-κB signaling pathway, which, in turn, inhibits CRC progression [57]. The lncRNA IGFL2 antisense RNA 1 (IGFL2-AS1) is involved in angiogenesis and EMT and KRAS signaling. It has recently been shown to be over-expressed in colon adenocarcinoma tissue and CRC cell lines and related to tumor cell proliferation and invasion. IGFL2-AS1 is an independent tumor marker in colon adenocarcinoma patients. High levels of IGFL2-AS1 are correlated with worse prognosis and may facilitate cancer progression [58].

4. Role of lncRNAs in CRC Drug Resistance

Positive or negative modulation of signaling pathways is the basis for maintaining cellular homeostasis, and alterations in these pathways can cause the development of diseases, such as cancer. LncRNAs are regulators of signaling pathways, and their deregulation may be closely related to the onset of cancer chemoresistance. This section highlights the results of various in vitro and in vivo studies related to the development of CRC chemoresistance associated with the deregulation of lncRNAs and their related signaling pathways. Several studies have been conducted regarding the potential contribution of lncRNAs to the onset of drug resistance in CRC [59]. The first example is the lncRNA KCNQ1 opposite strand/antisense transcript 1 (KCNQ1OT1), which is involved in the enhancement of methotrexate resistance. KCNQ1OT1 regulates the protein phosphatase 1 regulatory inhibitor subunit 1B (PPP1R1B) by sponging miR-760, thereby influencing the downstream cAMP responsive element binding protein 1 (CREB1) signaling pathway in CRC cells [60]. In addition, CREB1 is known as a proto-oncogenic transcription factor that modulates the expression of some crucial genes and miRNAs. Furthermore, KCNQ1OT1 up-regulation was observed to promote resistance to oxaliplatin in CRC cells and in an in vivo model by sponging miRNA-34a. This mechanism positively regulates the expression levels of the autophagy-related 4B cysteine peptidase (ATG4B) gene, a member of the autophagy protein family, which can enhance the protective autophagy pathway and chemoresistance [61]. Moreover, our group recently identified KCNQ1OT1 and the coding gene pinin, desmosome-associated protein (PNN) as predictive biomarkers of 5-fluorouracil response and outcome in stage III CRC patients. KCNQ1OT1 over-expression is associated with poor prognosis and the concomitant onset of resistance to 5-fluorouracil. Further studies are warranted to elucidate the signaling pathways influenced by KCNQ1OT1 activity and their potential correlations with drug resistance in CRC patients [11]. Recently, our group demonstrated that stage II-III CRC patients with high KCNQ1OT1 expression levels exhibit a shorter disease-free survival (DFS) than those with low KCNQ1OT1 expression levels. Patients with KCNQ1OT1 expression values below the identified cut-off in tumor tissues have significantly longer DFS than those with expression levels above the selected cut-off [62].
The lncRNA taurine up-regulated gene 1 (TUG1) is also associated with methotrexate resistance through its sponging activity on miRNA-186, which increases the expression of cytoplasmic polyadenylation element binding protein 2 (CPEB2) in colon cancer cell lines and in triple-negative breast cancer with increased metastasis [63]. In CRC cell lines, TGF-β promotes cell migration by up-regulating lncRNA TUG1 expression, while its knockdown inhibits migration, invasion, and the EMT pathway in CRC cells in vitro and reduces CRC lung metastasis in vivo [63]. This finding highlights the effects of TGF-β on metastasis via the TUG1/TWIST1/EMT signaling pathway in human CRC models [64].
Over-expression of XIST and ROR1 lncRNAs and concomitant down-regulation of miRNA-30a-5p also contribute to multidrug resistance in CRC cell lines and tissues [65].
Using RNA-Seq, RT-qPCR, and bioinformatics analysis, Zinovieva et al. identified five lncRNAs (LINC00973, LINC00941, CASC19, CCAT1, and BCAR4) in a murine CRC xenograft model as well as in HT-29 and HCT-116 CRC cell lines treated with 5-fluorouracil, oxaliplatin, and irinotecan at different concentrations and exposure times [66]. The most frequent changes were associated with LINC00973, which was most strongly and consistently increased in CRC cell lines treated with the aforementioned anticancer drugs. Recently, the lncRNA LINC00973 was characterized as a part of a ceRNA through its sponging activity on miRNA-7109-3p; this controls Siglec-15 expression, a critical immune suppressor, which is highly expressed in human cancer cells [67]. LINC00973 is also up-regulated in the cetuximab-resistant CRC cell line H508/CR; however, its silencing by a short interfering RNA (siRNA) reduces cell viability, increases apoptosis, and decreases glucose consumption and lactate secretion [68].
GIHCG, another important lncRNA, is over-expressed in several CRC cell lines and tissues; it promotes CRC cell proliferation and survival by inhibiting miR-200b/200a/429 expression and has been associated with resistance to 5-fluorouracil and oxaliplatin in CRC. High GIHCG expression is correlated with lymphovascular invasion, lymph node metastasis, and distant metastasis in CRC. Its over-expression also contributes to the resistance to anticancer drugs; patients with high expression levels of GIHCG show lower rates of overall survival and progression-free survival [69].
The lncRNA CACS15 is up-regulated in oxaliplatin-resistant CRC tissues and cells. It contributes to oxaliplatin resistance by positively regulating the expression levels of ABCC1 by sponging miR-145 [70]. CASC15 silencing overcomes oxaliplatin resistance in CRC by regulating the CASC15/miR-145/ABCC1 axis [71].
A lncRNA closely associated with resistance to 5-fluorouracil in CRC is H19 imprinted maternally expressed transcript (H19) through its sponging activity on miR-194-5p. This interaction leads to the up-regulation of SIRT1 and activation of the autophagic pathway, which may play a key role in drug resistance in several cancers, including CRC [72]. SIRT1, a member of the sirtuin family, removes acetyl groups from lysine residues of histones and non-histone proteins, driving gene expression and inducing several signaling pathways, including the autophagy pathway [73]. H19 also mediates resistance to methotrexate by modulating Wnt/β-catenin signaling in methotrexate-resistant CRC cell lines [74].
The over-expression of the lncRNA small Cajal body-specific RNA 2 (SCARNA2) is positively correlated with drug resistance and bad prognosis in CRC patients; down-regulation of SCARNA2 by RNA silencing was found to restore the drug sensitivity in vitro.
SCARNA2 promotes drug resistance by suppressing the miR-342-3p target sequence to modulate EGFR and B-cell lymphoma 2 (Bcl2) expression in CRC cells, thus entering the miR-342-3p-EGFR/BCL2 pathway [75].
The lncRNA X-inactive specific transcript (XIST) promotes doxorubicin resistance by sponging miRNA-124 and up-regulates serum and glucocorticoid-inducible kinase 1 (SGK1) in CRC cells and tissues [76]. Knockdown of XIST reverts resistance to doxorubicin, reduces ABCB1 and GSTP1 expression levels, and enhances apoptosis. Over-expression of miRNA-124 suppresses XIST-mediated effects, restoring the sensitivity of CRC-doxorubicin-resistant cell lines [76]. Moreover, XIST is involved in 5-fluorouracil resistance by up-regulating thymidylate synthase (TYMS) expression levels in CRC cells [77].
Another lncRNA associated with resistance to chemotherapeutic agents in CRC is the lncRNA BRAF-activated non-protein coding RNA (BANCR), which is over-expressed in CRC patients. BANCR causes doxorubicin resistance by modulating the miRNA-203/chromosome segregation 1 like (CSE1L) complex in tumor cells [78].
Wang et al. showed that down-regulation of the lncRNA maternally expressed gene 3 (MEG3) is closely associated with oxaliplatin resistance through the regulation of the miR-141/programmed cell death 4 (PDCD4) complex [79]. PDCD4 is a well-known tumor suppressor gene involved in many types of cancers, including CRC [80].
The lncRNA urothelial carcinoma-associated-1 RNA (UCA1) is associated with resistance to cetuximab. An increase in UCA1 expression levels in cetuximab-resistant CRC patients was negatively correlated with survival time. Moreover, circulating UCA1 promotes metastasis through the miR-143/MYO6 axis. UCA1 also causes resistance to 5-fluororacil by sponging miRNA-204-5p; a UCA1-miR-204-5p-CREB1/BCL2/RAB22A regulatory pathway is involved in 5-fluorouracil-resistance in CRC patients [81,82,83].
The lncRNA small nucleolar RNA host gene 15 (SNHG15) is also associated with resistance to 5-fluorouracil in CRC. By analyzing RNA-seq data of tumor tissue and paired normal mucosa obtained from 456 CRC patients, it was found that over-expression of SNHG15 in tumors was highly correlated with poor patient outcomes. Higher SNHG15 expression in tumors with high levels of MYC expression and direct modulation of SNHG15 transcription by the oncogene MYC were also observed. The inhibition of SNHG15 causes changes in multiple relevant genes implicated in cancer progression, including MYC, NRAS, BAG3, and ERBB3. Many of these genes are functionally related to apoptosis-induced factor (AIF), a protein that specifically interacts with SNHG15, suggesting that SNHG15 acts, at least partly, by regulating AIF activity and promotes cell proliferation, invasion, and drug resistance in CRC [84].
Another lncRNA associated with oxaliplatin resistance and promotion of metastasis is colorectal neoplasia differentially expressed (CRNDE), which is over-expressed in CRC patients and cell lines. CRNDE acts as a ceRNA, sponging miR-136 and driving the reactivation of its target E2F transcription factor 1 (E2F1) [85].
HOTAIR has been investigated as a putative marker involved in 5-fluorouracil resistance by promoting TYMS expression. HOTAIR overexpression inhibits 5-fluorouracil-induced cytotoxicity in CRC cell lines. High levels of HOTAIR are associated with poor response to 5-fluorouracil-based chemotherapy in CRC patients. The mechanism of resistance is closely related to the role of HOTAIR in the negative regulation of miRNA-218 expression and activation of the NF-κB pathway in CRC patients [86].
Coffey et al. identified that the lncRNA mir-100-let-7a-2-mir-125b-1 cluster host gene (MIR100HG) and two associated miRNAs, miR-100 and miR-125b, are over-expressed in cetuximab-resistant CRC patients and head and neck squamous cell cancer cell lines [87]. miRNA-100 and miRNA-125b can repress some Wnt/β-catenin negative regulators, resulting in increased Wnt signaling, whereas Wnt inhibition in cetuximab-resistant cells restores cetuximab responsiveness. The mechanism of cetuximab resistance represents a double-negative feedback loop between MIR100HG and the transcription factor GATA6; although GATA6 represses MIR100HG, this is hampered by its targeting of miR-125b [87].
Peng et al. observed that POU class 5 Homeobox-1 pseudogene 4 (POU5F1P4) down-regulation reduces the sensitivity of metastatic CRC cells to cetuximab and could be a potential new treatment for metastatic CRC [88].
Over-expression of the lncRNA prostate cancer-associated Transcript-1 (PCAT-1) promotes prostate cancer cell proliferation through MYC and is closely associated with poor prognosis in CRC patients. Silencing PCAT-1 in CRC cells suppresses cell motility and invasiveness and increases the response to 5-fluorouracil treatment [89]. Another lncRNA closely related to 5-fluorouracil resistance in CRC is HOXA transcript antisense RNA myeloid-specific 1 (HOTAIRM1); it is present in lower levels in 5-fluorouracil-resistant CRC tissues and cell lines (HCT116 and SW480). HOTAIRM1 can induce drug resistance, together with B-cell translocation gene 3 (BTG3), which is a target of miRNA-17-5p. BTG3 is a p53 target that binds to the transcription factor E2F1, inhibiting its expression. BTG3 suppresses AKT activity, which is frequently deregulated in many cancers [90]. Thus, the over-expression of miRNA-17-5p causes down-regulation of HOTAIRM1 and BTG3, resulting in increased resistance to 5-fluorouracil in CRC cells [91].
The main lncRNAs involved in the chemoresistance of CRC are summarized in Table 1.

5. LncRNAs as Therapeutic Targets

There is a growing interest in the use of lncRNAs as modulators of drug action to overcome drug resistance. In a recent review, Wang et al. analyzed the possible development of new targeted drugs, with a focus on modulating lncRNAs that can be used as targets in a new therapeutic approach to reverse the resistant phenotypes [92]. LncRNAs can be targeted by multiple approaches, as briefly described below.
First, lncRNA-mediated post-transcriptional RNA regulation pathways can be altered by using siRNAs, miRNAs, and Dicer and Argonaute protein-dependent cleavage pathways that are central to RNA silencing pathways [93]. In a phase I clinical trial (NCT03087591) based on the use of siRNA-transfected peripheral blood mononuclear cells (PBMCs) APN401, the side effects and effective dose of APN401 in the treatment of patients with CRC, pancreatic cancer, and other solid tumors were evaluated. APN401 may inhibit the growth of cancer cells by blocking some of the key enzymes involved in carcinogenesis. In this study, autologous PBMCs were transfected ex vivo with a construct encoding siRNA that targeted Cbl proto-oncogene B (Cbl-B). Silencing the Cbl-B gene increases cytokine production and proliferation and activation of the immune system, leading to cancer cell death. In addition, Cbl-B is a negative regulator of the immune system and is highly mutated in several cancer types; Cbl-B expression levels are inversely correlated with the activation of T-lymphocytes and tumor cell death [94]. Recently, Hu et al. reviewed the state of the art of using siRNAs in clinical practice; only two approved siRNA-based drugs are currently in use: ONPATTRO® (Patisiran, ALN-TTR02) for the treatment of TTR-mediated amyloidosis and GIVLAARI™ (Givosiran, ALN-AS1) for the treatment of acute hepatic porphyrias [95]. Many other siRNA-based drugs for various diseases are currently in different phases of clinical trials.
Therapeutic strategies based on new-generation antisense oligonucleotides (ASOs) (e.g., locked nucleic acids, LNAs) can be used to target and repress the expression of specific lncRNAs. LNAs are single-stranded oligonucleotide that contains a DNA stretch flanked by locked nucleic acid nucleotides. The mechanism of action of these antisense oligonucleotides includes the activation of the RNase H-mediated degradation pathway of the target sequence. ASO-mediated silencing of MALAT1 function has been found to reduce metastasis in lung cancer cells and a murine xenograft model [96]. Inhibiting MALAT1 by specific LNAs in human endothelial cells and in a mouse model caused a functional reduction in the recovery of blood flow and capillary density after hind limb ischemia [97].
A recent review by Nedaeinia et al. analyzed the effects of LNA against miRNA-21 and its pharmacological inhibitory effects as a potential therapeutic option in the treatment of CRC, providing an overview of preclinical and clinical studies related to the targeting of key dysregulated RNAs in CRC [98]. These therapeutic strategies could be translated not only for targeting miRNAs but also for modulating lncRNA expression in CRC patients.
The epigenetic regulatory pathways of lncRNAs can be altered by the modulation of lncRNA transcription using steric blockade of the promoter or by genome-editing techniques (knockdown) such as the clustered regularly interspaced short palindromic repeats (CRISPR-Cas) system. However, no clinical studies on this exist; studies have been conducted only on cellular and animal models of CRC. Yu et al. recently demonstrated that the knockout of CCAT2 by CRISPR-Cas increased miRNA-145 expression levels and decreased miRNA-21 expression in the HCT-116 cell line; this genetic knockout produced a decrease in the proliferation and differentiation of cancer cells [99]. Using the CRISP-Cas system, Bester et al. recently identified the lncRNA GAS6-As2 as the main regulator of the GAS6/TAM pathway in a panel of tumor cell lines; over-activation of this pathway leads to resistance in multiple cancer types, including CRC [100].
The approach based on the CRISPR-Cas system represents a cutting-edge tool for fundamental research and could be a new therapeutic approach in cancer treatment. In addition, developments in nanotechnology materials, safe viral delivery systems, and the synthesis of next-generation liposomes, polymers, nanoparticles, and peptides will increase the possibility of using the CRISPR-Cas system in cancer cells of patients [101].

6. Conclusions

In this review, we summarized the role of lncRNAs and their deregulation in CRC as predictive biomarkers for diagnosis, prognosis, and chemoresistance. We also highlighted the possible therapeutic strategies that can target lncRNAs, which will increase the sensitivity of CRC cells to conventional chemotherapy drugs and targeted therapy.
The role of lncRNAs in CRC development, progression, and acquisition of chemoresistance has been confirmed by many researchers. The mechanisms by which lncRNAs act can be categorized into four groups: epigenetic regulation, sponging of miRNAs, interaction with regulatory proteins, and modulation of signaling pathways. Emerging evidence has demonstrated that lncRNAs play crucial roles in CRC hallmarks through various molecular mechanisms and therefore have the potential to be utilized for new targeted drug development [102]. However, identification and validation of lncRNAs that can avoid non-specific targets and provide safe delivery systems are currently in development and early clinical trial phases but remain challenging.
With the increasing knowledge of lncRNA deregulation and its implications in CRC, it is likely that some of these lncRNAs will benefit biomarker-oriented precision medicine approaches. Furthermore, current knowledge regarding lncRNAs provides the basis for further development of medical applications of lncRNAs as a CRC disease index, a prognostic factor of chemotherapy response, a disease-outcome marker of CRC patients, and a therapeutic target.
As discussed above, lncRNAs can interact with ncRNAs, DNA, mRNA, and proteins as regulators of normal cellular physiology. Deregulation of lncRNAs can occur during the onset and progression of CRC and can form the basis for therapeutic approaches. Although a wide-ranging analysis and integrated approach investigating the association of lncRNAs with ncRNAs, proteins, and genes will be required to successfully develop effective therapies, the combination of the lncRNAs mentioned in this review in future therapeutic tools can provide new treatment opportunities in the management of CRC patients.

Author Contributions

M.L., writing—review and editing; C.N., I.L. and E.M., review and editing; A.L., writing—original draft preparation, writing—review and editing. All authors have read and agreed to the published version of the manuscript.

Funding

This work has been supported by Fondo di Beneficenza Intesa San Paolo Project No. B/2019/0319 (to E.M.) and by the European Project Horizon 2020 SC1-BHC02-2019 REVERT (grant agreement No. 848098) (to E.M.).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Siegel, R.L.; Miller, K.D.; Sauer, A.G.; Fedewa, F.A.; Butterly, L.F.; Anderson, J.C.; Cercek, A.; Smith, R.A.; Jemal, A. Colorectal cancer statistics, 2020. CA Cancer J. Clin. 2020, 70, 145–164. [Google Scholar] [CrossRef] [Green Version]
  2. Wang, R.; Su, Q.; Yan, Z.P. Reconsideration of recurrence and metastasis in colorectal cancer. World J. Clin. Cases 2021, 9, 6964–6968. [Google Scholar] [CrossRef] [PubMed]
  3. Pancione, M.; Giordano, G.; Remo, A.; Febbraro, A.; Sabatino, L.; Manfrin, E.; Ceccarelli, M.; Colantuoni, V. Immune escape mechanisms in colorectal cancer pathogenesis and liver metastasis. J. Immunol. Res. 2014, 2014, 686879. [Google Scholar] [CrossRef] [PubMed]
  4. Garajová, I.; Ferracin, M.; Porcellini, E.; Palloni, A.; Abbati, F.; Biasco, G.; Brandi, G. Non-Coding RNAs as Predictive Biomarkers to Current Treatment in Metastatic Colorectal Cancer. Int. J. Mol. Sci. 2017, 18, 1547. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Palazzo, A.F.; Lee, E.S. Non-coding RNA: What is functional and what is junk? Front. Genet. 2015, 6, 2. [Google Scholar] [CrossRef] [Green Version]
  6. Statello, L.; Guo, C.J.; Chen, L.L.; Huarte, M. Gene regulation by long non-coding RNAs and its biological functions. Nat. Rev. Mol. Cell Biol. 2021, 22, 96–118. [Google Scholar] [CrossRef]
  7. Do, H.; Kim, W. Roles of Oncogenic Long Non-coding RNAs in Cancer Development. Genom. Inform. 2018, 16, e18. [Google Scholar] [CrossRef] [Green Version]
  8. Lee, R.C.; Feinbaum, R.L.; Ambros, V. The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14. Cell 1993, 75, 843–854. [Google Scholar] [CrossRef]
  9. Carthew, R.W.; Sontheimer, E.J. Origins and Mechanisms of miRNAs and siRNAs. Cell 2009, 136, 642–655. [Google Scholar] [CrossRef] [Green Version]
  10. Izzotti, A.; Ceccaroli, C.; Geretto, M.; Ruggieri, F.G.; Schenone, S.; Di Maria, E. Predicting Response to Neoadjuvant Therapy in Colorectal Cancer Patients the Role of Messenger-and Micro-RNA Profiling. Cancers 2020, 12, 1652. [Google Scholar] [CrossRef]
  11. Mini, E.; Lapucci, A.; Perrone, G.; D’Aurizio, R.; Napoli, C.; Brugia, M.; Landini, I.; Tassi, R.; Picariello, L.; Simi, L.; et al. RNA sequencing reveals PNN and KCNQ1OT1 as predictive biomarkers of clinical outcome in stage III colorectal cancer patients treated with adjuvant chemotherapy. Int. J. Cancer 2019, 145, 2580–2593. [Google Scholar] [CrossRef] [PubMed]
  12. Li, Z.; Ruan, Y.; Zhang, H.; Shen, Y.; Li, T.; Xiao, B. Tumor-suppressive circular RNAs: Mechanisms underlying their suppression of tumor occurrence and use as therapeutic targets. Cancer Sci. 2019, 110, 3630–3638. [Google Scholar] [CrossRef] [PubMed]
  13. Jin, P.; Huang, Y.; Zhu, P.; Zou, Y.; Shao, T.; Wang, O. CircRNA circHIPK3 serves as a prognostic marker to promote glioma progression by regulating miR-654/IGF2BP3 signaling. Biochem. Biophys. Res. Commun. 2018, 503, 1570–1574. [Google Scholar] [CrossRef] [PubMed]
  14. Nie, H.; Wang, Y.; Liao, Z.; Zhou, J.; Ou, C. The function and mechanism of circular RNAs in gastrointestinal tumours. Cell Prolif. 2020, 53, e12815. [Google Scholar] [CrossRef]
  15. Zhang, Z.; Yang, T.; Xiao, J. Circular RNAs: Promising Biomarkers for Human Diseases. EBioMedicine 2018, 34, 267–274. [Google Scholar] [CrossRef] [Green Version]
  16. Wang, M.; Yu, F.; Wu, W.; Zhang, Y.; Chang, W.; Ponnusamy, M.; Wang, K.; Li, P. Circular RNAs: A novel type of non-coding RNA and their potential implications in antiviral immunity. Int. J. Biol. Sci. 2017, 13, 1497–1506. [Google Scholar] [CrossRef] [Green Version]
  17. Han, J.; Zhao, G.; Ma, X.; Dong, Q.; Zhang, H.; Wang, Y.; Cu, J. CircRNA circ-BANP-mediated miR-503/LARP1 signaling contributes to lung cancer progression. Biochem. Biophys. Res. Commun. 2018, 503, 2429–2435. [Google Scholar] [CrossRef]
  18. Zeng, Y.; Xu, Y.; Shu, R.; Sun, L.; Tian, Y.; Shi, C.; Zheng, Z.; Wang, K.; Luo, H. Altered expression profiles of circular RNA in colorectal cancer tissues from patients with lung metastasis. Int. J. Mol. Med. 2017, 40, 1818–1828. [Google Scholar] [CrossRef] [Green Version]
  19. Liu, H.; Liu, Y.; Bian, Z.; Zhang, J.; Zhang, R.; Chen, X.; Huang, Y.; Wang, Y.; Zhu, J. Circular RNA YAP1 inhibits the proliferation and invasion of gastric cancer cells by regulating the miR-367-5p/p27 Kip1 axis. Mol. Cancer 2018, 17, 151–155. [Google Scholar] [CrossRef]
  20. Li, X.; Wang, J.; Zhang, C.; Lin, C.; Zhang, J.; Zhang, W.; Zhang, W.; Lu, Y.; Zheng, L.; Li, X. Circular RNA circITGA7 inhibits colorectal cancer growth and metastasis by modulating the Ras pathway and upregulating transcription of its host gene ITGA7. J. Pathol. 2018, 246, 166–179. [Google Scholar] [CrossRef]
  21. Zheng, X.; Chen, L.; Zhou, Y.; Wang, Q.; Zheng, Z.; Xu, B.; Wu, C.; Zhou, Q.; Hu, W.; Wu, C.; et al. A novel protein encoded by a circular RNA circPPP1R12A promotes tumor pathogenesis and metastasis of colon cancer via Hippo-YAP signaling. Mol. Cancer 2019, 18, 47. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  22. Bhuyan, R.; Bagchi, A. Prediction of the differentially expressed circRNAs to decipher their roles in the onset of human colorectal cancers. Gene 2020, 762, 145035. [Google Scholar] [CrossRef] [PubMed]
  23. Edfeldt, K.; Hellman, P.; Westin, G.; Stalberg, P. A plausible role for actin gamma smooth muscle 2 (ACTG2) in small intestinal neuroendocrine tumorigenesis. BMC Endocr. Disord. 2016, 16, 19. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  24. Katayama, S.; Tomaru, Y.; Kasukawa, T.; Waki, K.; Nakanishi, M.; Nakamura, M.; Nishida, H.; Yap, C.C.; Suzuki, M.; Kawai, J.; et al. Antisense transcription in the mammalian transcriptome. Science 2005, 309, 1564–1566. [Google Scholar] [CrossRef]
  25. Dueva, R.; Akopyan, K.; Pederiva, C.; Trevisan, D.; Dhanjal, S.; Lindqvist, A.; Farnebo, M. Neutralization of the Positive Charges on Histone Tails by RNA Promotes an Open Chromatin Structure. Cell Chem. Biol. 2019, 26, 1436–1449.e5. [Google Scholar] [CrossRef]
  26. Niehrs, C.; Luke, B. Regulatory R-loops as facilitators of gene expression and genome stability. Nat. Rev. Mol. Cell Biol. 2020, 21, 167–178. [Google Scholar] [CrossRef]
  27. Salmena, L.; Poliseno, L.; Tay, Y.; Kats, L.; Pandolfi, P.P. A ceRNA hypothesis: The Rosetta Stone of a hidden RNA language? Cell 2011, 146, 353–358. [Google Scholar] [CrossRef] [Green Version]
  28. Grady, W.M.; Carethers, J.M. Genomic and epigenetic instability in colorectal cancer pathogenesis. Gastroenterology 2008, 135, 1079–1099. [Google Scholar] [CrossRef] [Green Version]
  29. Fearon, E.R.; Vogelstein, B. A genetic model for colorectal tumorigenesis. Cell 1990, 61, 759–767. [Google Scholar] [CrossRef]
  30. Yang, Y.; Junjie, P.; Sanjun, C.; Ma, Y. Long non-coding RNAs in Colorectal Cancer: Progression and Future Directions. J. Cancer 2017, 8, 3212–3225. [Google Scholar] [CrossRef]
  31. Ma, Y.L.; Wang, C.Y.; Guan, Y.J.; Gao, F.M. Long noncoding RNA ROR promotes proliferation and invasion of colorectal cancer by inhibiting tumor suppressor gene NF2 through interacting with miR-223-3p. Eur. Rev. Med. Pharmacol. Sci. 2020, 24, 2401–2411. [Google Scholar] [CrossRef] [PubMed]
  32. Yang, P.; Yang, Y.; An, W.; Xu, J.; Zhang, G.; Jie, J.; Zhang, Q. The long noncoding RNA-ROR promotes the resistance of radiotherapy for human colorectal cancer cells by targeting the p53/miR-145 pathway. J. Gastroenterol. Hepatol. 2017, 32, 837–845. [Google Scholar] [CrossRef] [PubMed]
  33. Li, X.; Chen, W.; Jia, J.; You, Z.; Hu, C.; Zhuang, Y.; Lin, Z.; Liu, Y.; Yang, C.; Xu, R. The Long Non-Coding RNA-RoR Promotes the Tumorigenesis of Human Colorectal Cancer by Targeting miR-6833-3p Through SMC4. OncoTargets Ther. 2020, 13, 2573–2581. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Yu, G.; Yao, W.; Wang, J.; Ma, X.; Xiao, W.; Li, H.; Xia, D.; Yang, Y.; Deng, K.; Xiao, H.; et al. LncRNAs expression signatures of renal clear cell carcinoma revealed by microarray. PLoS ONE 2012, 7, e42377. [Google Scholar] [CrossRef] [Green Version]
  35. Gibb, E.A.; Becker Santos, D.D.; Enfield, K.S.S.; Guillaud, M.; Van Niekerk, D.; Matisic, J.P.; Macaulay, C.E.; Lam, W.L. Aberrant expression of long noncoding RNAs in cervical intraepithelial neoplasia. Int. J. Gynecol. Cancer 2012, 22, 1557–1563. [Google Scholar] [CrossRef] [PubMed]
  36. Brunner, A.L.; Beck, A.H.; Edris, B.; Sweeney, R.T.; Zhu, S.X.; Li, R.; Montgomery, K.; Varma, S.; Gilks, T.; Guo, X.; et al. Transcriptional profiling of long non-coding RNAs and novel transcribed regions across a diverse panel of archived human cancers. Genome Biol. 2012, 13, R75. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  37. Gupta, R.A.; Shah, N.; Wang, K.C.; Kim, J.; Horlings, H.M.; Wong, D.J.; Tsai, M.C.; Hung, T.; Argani, P.; Rinn, J.L.; et al. Long non-coding RNA HOTAIR reprograms chromatin state to promote cancer metastasis. Nature 2010, 464, 1071–1076. [Google Scholar] [CrossRef] [Green Version]
  38. Tanaka, K.; Shiota, G.; Meguro, M.; Mitsuya, K.; Oshimura, M.; Kawasaki, H. Loss of imprinting of long QT intronic transcript 1 in colorectal cancer. Oncology 2001, 60, 268–273. [Google Scholar] [CrossRef]
  39. Kogo, R.; Shimamura, T.; Mimori, K.; Kawahara, K.; Imoto, S.; Sudo, T.; Tanaka, F.; Shibata, K.; Suzuki, A.; Komune, S.; et al. Long noncoding RNA HOTAIR regulates polycomb-dependent chromatin modification and is associated with poor prognosis in colorectal cancers. Cancer Res. 2011, 71, 6320–6326. [Google Scholar] [CrossRef] [Green Version]
  40. Svoboda, M.; Slyskova, J.; Schneiderova, M.; Makovicky, P.; Bielik, L.; Levy, M.; Lipska, L.; Hemmelova, B.; Kala, Z.; Protivankova, M.; et al. HOTAIR long non-coding RNA is a negative prognostic factor not only in primary tumors, but also in the blood of colorectal cancer patients. Carcinogenesis 2014, 35, 1510–1515. [Google Scholar] [CrossRef]
  41. Ji, P.; Diederichs, S.; Wang, W.; Böing, S.; Metzger, R.; Schneider, P.M.; Tidow, N.; Brandt, B.; Buerger, H.; Bulk, E.; et al. MALAT-1, a novel noncoding RNA, and thymosin beta4 predict metastasis and survival in early-stage non-small cell lung cancer. Oncogene 2003, 22, 8031–8041. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Zheng, H.T.; Shi, D.B.; Wang, Y.W.; Li, X.X.; Xu, Y.; Tripathi, P.; Gu, W.L.; Cai, G.X.; Cai, S.J. High expression of lncRNA MALAT1 suggests a biomarker of poor prognosis in colorectal cancer. Int. J. Clin. Exp. Pathol. 2014, 7, 3174–3181. [Google Scholar] [PubMed]
  43. Siddique, H.; Al Ghafari, A.; Choudhry, H.; Al Turki, A.; Alshaibi, H.; Al Doghaither, H.; Alsufiani, H. Long Noncoding RNAs as Prognostic Markers for Colorectal Cancer in Saudi Patients. Genet. Test. Mol. Biomark. 2019, 23, 509–514. [Google Scholar] [CrossRef] [PubMed]
  44. Liu, B.; Liu, Y.; Zhou, M.; Yao, S.; Bian, Z.; Liu, D.; Fei, B.; Yin, Y.; Huang, Z. Comprehensive ceRNA network analysis and experimental studies identify an IGF2-AS/miR-150/IGF2 regulatory axis in colorectal cancer. Pathol. Res. Pract. 2020, 216, 153104. [Google Scholar] [CrossRef]
  45. Wu, H.; Wei, M.; Jiang, X.; Tan, J.; Xu, W.; Fan, X.; Zhang, R.; Ding, C.; Zhao, F.; Shao, X.; et al. lncRNA PVT1 Promotes Tumorigenesis of Colorectal Cancer by Stabilizing miR-16-5p and Interacting with the VEGFA/VEGFR1/AKT Axis. Mol. Ther.-Nucleic Acids 2020, 20, 438–450. [Google Scholar] [CrossRef]
  46. Yao, L.; Tak, Y.G.; Berman, B.P.; Farnham, P.J. Functional annotation of colon cancer risk SNPs. Nat. Commun. 2014, 5, 5114. [Google Scholar] [CrossRef]
  47. Huppi, K.; Volfovsky, N.; Runfola, T.; Jones, T.L.; Mackiewicz, M.; Martin, S.E.; Mushinski, J.F.; Stephens, R.; Caplen, N.J. The identification of microRNAs in a genomically unstable region of human chromosome 8q24. Mol. Cancer Res. 2008, 6, 212–221. [Google Scholar] [CrossRef] [Green Version]
  48. Barsotti, A.M.; Beckerman, R.; Laptenko, O.; Huppi, K.; Caplen, N.J.; Prives, C. p53-Dependent induction of PVT1 and miR-1204. J. Biol. Chem. 2012, 287, 2509–2519. [Google Scholar] [CrossRef] [Green Version]
  49. Beck Engeser, G.B.; Lum, A.M.; Huppi, K.; Caplen, N.J.; Wang, B.B.; Wabl, M. Pvt1-encoded microRNAs in oncogenesis. Retrovirology 2008, 5, 4. [Google Scholar] [CrossRef] [Green Version]
  50. Chen, L.; Lü, M.H.; Zhang, D.; Hao, N.B.; Fan, Y.H.; Wu, Y.Y.; Wang, S.M.; Xie, R.; Fang, D.C.; Zhang, H.; et al. miR-1207-5p and miR-1266 suppress gastric cancer growth and invasion by targeting telomerase reverse transcriptase. Cell Death Dis. 2014, 5, e1034. [Google Scholar] [CrossRef]
  51. Jiang, L.; Zhao, X.H.; Mao, Y.L.; Wang, J.F.; Zheng, H.J.; You, Q.S. Long non-coding RNA RP11-468E2.5 curtails colorectal cancer cell proliferation and stimulates apoptosis via the JAK/STAT signaling pathway by targeting STAT5 and STAT6. J. Exp. Clin. Cancer Res. 2019, 38, 465. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  52. Liu, Y.; Guo, R.; Hao, G.; Xiao, J.; Bao, Y.; Zhou, J.; Chen, Q.; Wei, X. The expression profiling and ontology analysis of noncoding RNAs in peritoneal fibrosis induced by peritoneal dialysis fluid. Gene 2015, 564, 210–219. [Google Scholar] [CrossRef] [PubMed]
  53. Xu, J.; Meng, Q.; Li, X.; Yang, H.; Xu, J.; Gao, N.; Sun, G.; Wu, S.; Familiari, G.; Relucenti, M.; et al. Long Noncoding RNA MIR17HG Promotes Colorectal Cancer Progression via miR-17-5p. Cancer Res. 2019, 79, 4882–4895. [Google Scholar] [CrossRef] [Green Version]
  54. Hayden, M.S.; Ghosh, S. Shared principles in NF-kappaB signaling. Cell 2008, 132, 344–362. [Google Scholar] [CrossRef] [Green Version]
  55. Li, C.; Tan, F.; Pei, Q.; Zhou, Z.; Zhou, Y.; Zhang, L.; Wang, D.; Pei, H. Non-coding RNA MFI2-AS1 promotes colorectal cancer cell proliferation, migration and invasion through miR-574-5p/MYCBP axis. Cell Prolif. 2019, 52, e12632. [Google Scholar] [CrossRef] [PubMed]
  56. Li, J.; Zhao, L.M.; Zhang, C.; Li, M.; Gao, B.; Hu, X.H.; Cao, J.; Wang, G.Y. The lncRNA FEZF1-AS1 Promotes the Progression of Colorectal Cancer Through Regulating OTX1 and Targeting miR-30a-5p. Oncol. Res. 2020, 28, 51–63. [Google Scholar] [CrossRef]
  57. Han, B.; Ge, Y.; Cui, J.; Liu, B. Down-regulation of lncRNA DNAJC3-AS1 inhibits colon cancer via regulating miR-214-3p/LIVIN axis. Bioengineered 2020, 11, 524–535. [Google Scholar] [CrossRef]
  58. Cen, X.; Huang, Y.; Lu, Z.; Shao, W.; Zhuo, C.; Bao, C.; Feng, S.; Wei, C.; Tang, X.; Cen, L.; et al. LncRNA IGFL2-AS1 Promotes the Proliferation, Migration, and Invasion of Colon Cancer Cells and is Associated with Patient Prognosis. Cancer Manag. Res. 2021, 13, 5957–5968. [Google Scholar] [CrossRef]
  59. Poursheikhani, A.; Bahmanpour, Z.; Razmara, E.; Mashouri, L.; Taheri, M.; Rad, D.M.; Yousefi, H.; Bitaraf, A.; Babashah, S. Non-coding RNAs underlying chemoresistance in gastric cancer. Cell Oncol. 2020, 43, 961–988. [Google Scholar] [CrossRef]
  60. Xian, D.; Zhao, Y. LncRNA KCNQ1OT1 enhanced the methotrexate resistance of colorectal cancer cells by regulating miR-760/PPP1R1B via the cAMP signalling pathway. J. Cell. Mol. Med. 2019, 23, 3808–3823. [Google Scholar] [CrossRef]
  61. Li, Y.; Li, C.; Li, D.; Yang, L.; Jin, J.; Zhang, B. lncRNA KCNQ1OT1 enhances the chemoresistance of oxaliplatin in colon cancer by targeting the Li C /ATG4B pathway. OncoTargets Ther. 2019, 12, 2649–2660. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  62. Lapucci, A.; Perrone, G.; Di Paolo, A.; Napoli, C.; Landini, I.; Roviello, G.; Calosi, L.; Naccarato, A.G.; Falcone, A.; Bani, D.; et al. PNN and KCNQ1OT1 can predict the efficacy of adjuvant fluoropyrimidine-based chemotherapy in colorectal cancer patients. Oncol. Res. 2020, 28, 631–644. [Google Scholar] [CrossRef]
  63. Li, C.; Gao, Y.; Li, Y.; Ding, D. TUG1 mediates methotrexate resistance in colorectal cancer via miR-186/CPEB2 axis. Biochem. Biophys. Res. Commun. 2017, 491, 552–557. [Google Scholar] [CrossRef]
  64. Shen, X.; Hu, X.; Mao, J.; Wu, Y.; Liu, H.; Shen, J.; Yu, J.; Chen, W. The long noncoding RNA TUG1 is required for TGF-β/TWIST1/EMT-mediated metastasis in colorectal cancer cells. Cell Death Dis. 2020, 11, 65. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Zhang, R.; Wang, Z.; Yu, Q.; Shen, J.; He, W.; Zhou, D.; Yu, Q.; Fan, J.; Gao, S.; Duan, L. Atractylenolide II reverses the influence of lncRNA XIST/miR-30a-5p/ROR1 axis on chemo-resistance of colorectal cancer cells. J. Cell. Mol. Med. 2019, 23, 3151–3165. [Google Scholar] [CrossRef] [PubMed]
  66. Zinovieva, O.L.; Grineva, E.N.; Prokofjeva, M.M.; Karpov, D.S.; Zheltukhin, A.O.; Krasnov, G.S.; Snezhkina, A.V.; Kudryavtseva, A.V.; Chumakov, P.M.; Mashkova, T.D.; et al. Expression of long non-coding RNA LINC00973 is consistently increased upon treatment of colon cancer cells with different chemotherapeutic drugs. Biochimie 2018, 151, 67–72. [Google Scholar] [CrossRef]
  67. Wang, J.; Sun, J.; Liu, L.N.; Flies, D.B.; Nie, X.; Toki, M.; Zhang, J.; Song, C.; Zarr, M.; Zhou, X.; et al. Siglec-15 as an immune suppressor and potential target for normalization cancer immunotherapy. Nat. Med. 2019, 25, 656–666. [Google Scholar] [CrossRef]
  68. Jing, C.; Ma, R.; Cao, H.; Wang, Z.; Liu, S.; Chen, D.; Wu, Y.; Zhang, J.; Wu, J. Long noncoding RNA and mRNA profiling in cetuximab-resistant colorectal cancer cells by RNA sequencing analysis. Cancer Med. 2019, 8, 1641–1651. [Google Scholar] [CrossRef]
  69. Jiang, X.; Li, Q.; Zhang, S.; Song, C.; Zheng, P. Long noncoding RNA GIHCG induces cancer progression and chemoresistance and indicates poor prognosis in colorectal cancer. Onco Targets Ther. 2019, 12, 1059–1070. [Google Scholar] [CrossRef] [Green Version]
  70. Wei, L.; Wang, X.; Lv, L.; Zheng, Y.; Zhang, N.; Yang, M. The emerging role of noncoding RNAs in colorectal cancer chemoresistance. Cell. Oncol. 2019, 42, 757–768. [Google Scholar] [CrossRef]
  71. Gao, R.; Fang, C.; Xu, J.; Tan, H.; Li, P.; Ma, L. LncRNA CACS15 contributes to oxaliplatin resistance in colorectal cancer by positively regulating ABCC1 through sponging miR-145. Arch. Biochem. Biophys. 2019, 663, 183–191. [Google Scholar] [CrossRef] [PubMed]
  72. Xiong, H.; Ni, Z.; He, J.; Jiang, S.; Li, X.; He, J.; Gong, W.; Zheng, L.; Chen, S.; Li, B.; et al. LncRNA HULC triggers autophagy via stabilizing Sirt1 and attenuates the chemosensitivity of HCC cells. Oncogene 2017, 36, 3528–3540. [Google Scholar] [CrossRef] [PubMed]
  73. Ramalinga, M.; Roy, A.; Srivastava, A.; Bhattarai, A.; Harish, V.; Suy, S.; Collins, S.; Kumar, D. MicroRNA-212 negatively regulates starvation induced autophagy in prostate cancer cells by inhibiting SIRT1 and is a modulator of angiogenesis and cellular senescence. Oncotarget 2015, 6, 34446–34457. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  74. Wu, K.F.; Liang, W.C.; Feng, L.; Pang, J.X.; Waye, M.M.Y.; Zhang, J.F.; Fu, W.M. H19 mediates methotrexate resistance in colorectal cancer through activating Wnt/β-catenin pathway. Exp. Cell Res. 2017, 350, 312–317. [Google Scholar] [CrossRef] [PubMed]
  75. Zhang, P.F.; Wu, J.; Wu, Y.; Huang, W.; Liu, M.; Dong, Z.R.; Xu, B.Y.; Jin, Y.; Wang, F.; Zhang, X.M. The lncRNA SCARNA2 mediates colorectal cancer chemoresistance through a conserved microRNA-342-3p target sequence. J. Cell. Physiol. 2019, 234, 10157–10165. [Google Scholar] [CrossRef]
  76. Zhu, J.; Zhang, R.; Yang, D.; Li, J.; Yan, X.; Jin, K.; Li, W.; Liu, X.; Zhao, J.; Shang, W.; et al. Knockdown of Long Non-Coding RNA XIST Inhibited Doxorubicin Resistance in Colorectal Cancer by Upregulation of miR-124 and Downregulation of SGK1. Cell. Physiol. Biochem. 2018, 51, 113–128. [Google Scholar] [CrossRef]
  77. Xiao, Y.; Yurievich, U.A.; Yosypovych, S.V. Long noncoding RNA XIST is a prognostic factor in colorectal cancer and inhibits 5-fluorouracil-induced cell cytotoxicity through promoting thymidylate synthase expression. Oncotarget 2017, 8, 83171–83182. [Google Scholar] [CrossRef] [Green Version]
  78. Ma, S.; Yang, D.; Liu, Y.; Wang, Y.; Lin, T.; Li, Y.; Yang, S.; Zhang, W.; Zhang, R. LncRNA BANCR promotes tumorigenesis and enhances adriamycin resistance in colorectal cancer. Aging 2018, 10, 2062–2078. [Google Scholar] [CrossRef]
  79. Wang, H.; Li, H.; Zhang, L.; Yang, D. Overexpression of MEG3 sensitizes colorectal cancer cells to oxaliplatin through regulation of miR-141/PDCD4 axis. Biomed. Pharmacother. 2018, 106, 1607–1615. [Google Scholar] [CrossRef]
  80. Lu, K.; Chen, Q.; Li, M.; He, L.; Riaz, F.; Zhang, T.; Li, D. Programmed cell death factor 4 (PDCD4), a novel therapy target for metabolic diseases besides cancer. Free Radic. Biol. Med. 2020, 159, 150–163. [Google Scholar] [CrossRef]
  81. Yang, Y.N.; Zhang, R.; Du, J.W.; Yuan, H.H.; Li, Y.J.; Wei, X.L.; Du, X.X.; Jiang, S.L.; Han, Y. Predictive role of UCA1-containing exosomes in cetuximab-resistant colorectal cancer. Cancer Cell Int. 2018, 18, 164. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  82. Luan, Y.; Li, X.; Luan, Y.; Zhao, R.; Li, Y.; Liu, L.; Hao, Y.; Vladimir, B.O.; Jia, L. Circulating lncRNA UCA1 Promotes Malignancy of Colorectal Cancer via the miR-143/MYO6 Axis. Mol. Ther. Nucleic Acids 2020, 19, 790–803. [Google Scholar] [CrossRef] [PubMed]
  83. Bian, Z.; Jin, L.; Zhang, J.; Yin, Y.; Quan, C.; Hu, Y.; Feng, Y.; Liu, H.; Fei, B.; Mao, Y.; et al. LncRNA-UCA1 enhances cell proliferation and 5-fluorouracil resistance in colorectal cancer by inhibiting miR-204-5p. Sci. Rep. 2016, 6, 23892. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  84. Saeinasab, M.; Bahrami, A.R.; González, J.; Marchese, F.P.; Martinez, D.; Mowla, S.J.; Matin, M.M.; Huarte, M. SNHG15 is a bifunctional MYC-regulated noncoding locus encoding a lncRNA that promotes cell proliferation, invasion and drug resistance in colorectal cancer by interacting with AIF. J. Exp. Clin. Cancer Res. 2019, 38, 172. [Google Scholar] [CrossRef] [PubMed]
  85. Gao, H.; Song, X.; Kang, T.; Yan, B.; Feng, L.; Gao, L.; Ai, L.; Liu, X.; Yu, J.; Li, H. Long noncoding RNA CRNDE functions as a competing endogenous RNA to promote metastasis and oxaliplatin resistance by sponging miR-136 in colorectal cancer. OncoTargets Ther. 2017, 10, 205–216. [Google Scholar] [CrossRef] [Green Version]
  86. Li, P.; Zhang, X.; Wang, L.; Du, L.; Yang, Y.; Liu, T.; Li, C.; Wang, C. lncRNA HOTAIR Contributes to 5FU Resistance through Suppressing miR-218 and Activating NF-κB/TS Signaling in Colorectal Cancer. Mol. Ther. Nucleic Acids 2017, 8, 356–369. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  87. Lu, Y.; Zhao, X.; Liu, Q.; Li, C.; Graves Deal, R.; Cao, Z.; Singh, B.; Franklin, J.L.; Wang, J.; Hu, H.; et al. lncRNA MIR100HG-derived miR-100 and miR-125b mediate cetuximab resistance via Wnt/β-catenin signaling. Nat. Med. 2017, 23, 1331–1341. [Google Scholar] [CrossRef]
  88. Peng, K.; Liu, R.; Yu, Y.; Liang, L.; Yu, S.; Xu, X.; Liu, T. Identification and validation of cetuximab resistance associated long noncoding RNA biomarkers in metastatic colorectal cancer. Biomed. Pharmacother. 2018, 97, 1138–1146. [Google Scholar] [CrossRef]
  89. Qiao, L.; Liu, X.; Tang, Y.; Zhao, Z.; Zhang, J.; Liu, H. Knockdown of long non-coding RNA prostate cancer-associated ncRNA transcript 1 inhibits multidrug resistance and c-Myc-dependent aggressiveness in colorectal cancer Caco-2 and HT-29 cells. Mol. Cell. Biochem. 2018, 441, 99–108. [Google Scholar] [CrossRef]
  90. Cheng, Y.C.; Chen, P.H.; Chiang, H.Y.; Suen, C.S.; Hwang, M.J.; Lin, T.Y.; Yang, H.C.; Lin, W.C.; Lai, P.L.; Shieh, S.H. Candidate tumor suppressor B-cell translocation gene 3 impedes neoplastic progression by suppression of AKT. Cell Death Dis. 2015, 6, e1584. [Google Scholar] [CrossRef]
  91. Ren, T.; Hou, J.; Liu, C.; Shan, F.; Xiong, X.; Qin, A.; Chen, J.; Ren, W. The long non-coding RNA HOTAIRM1 suppresses cell progression via sponging endogenous miR-17-5p/ B-cell translocation gene 3 (BTG3) axis in 5-fluorouracil resistant colorectal cancer cells. Biomed. Pharmacother. 2019, 117, 109171. [Google Scholar] [CrossRef] [PubMed]
  92. Wang, W.T.; Han, C.; Sun, Y.M.; Chen, T.Q.; Chen, Y.Q. Noncoding RNAs in cancer therapy resistance and targeted drug development. J. Hematol. Oncol. 2019, 12, 55. [Google Scholar] [CrossRef] [PubMed]
  93. Jinek, M.; Doudna, J.A. A three-dimensional view of the molecular machinery of RNA interference. Nature 2009, 457, 405–412. [Google Scholar] [CrossRef] [PubMed]
  94. Triozzi, P.; Kooshki, M.; Alistar, A.; Bitting, R.; Neal, A.; Lametschwandtner, G.; Loibner, H. Phase I clinical trial of adoptive cellular immunotherapy with APN401 in patients with solid tumors. J. Immunother. Cancer 3 2015, 3 (Suppl. S2), P175. [Google Scholar] [CrossRef] [Green Version]
  95. Hu, B.; Zhong, L.; Weng, Y.; Peng, L.; Huang, Y.; Zhao, Y.; Liang, X.J. Therapeutic siRNA: State of the art. Signal Transduct. Target Ther. 2020, 5, 101. [Google Scholar] [CrossRef]
  96. Gutschner, T.; Hämmerle, M.; Eissmann, M.; Hsu, J.; Kim, Y.; Hung, G.; Revenko, A.; Arun, G.; Stentrup, M.; Gross, M.; et al. The noncoding RNA MALAT1 is a critical regulator of the metastasis phenotype of lung cancer cells. Cancer Res. 2013, 73, 1180–1189. [Google Scholar] [CrossRef] [Green Version]
  97. Michalik, K.M.; You, X.; Manavski, Y.; Doddaballapur, A.; Zörnig, M.; Braun, T.; John, D.; Ponomareva, Y.; Chen, W.; Uchida, S.; et al. Long noncoding RNA MALAT1 regulates endothelial cell function and vessel growth. Circ. Res. 2014, 114, 1389–1397. [Google Scholar] [CrossRef] [Green Version]
  98. Nedaeinia, R.; Avan, A.; Ahmadian, M.; Nia, S.N.; Ranjbar, M.; Sharifi, M.; Goli, M.; Piroozmand, A.; Nourmohammadi, E.; Manian, M.; et al. Current Status and Perspectives Regarding LNA-Anti-miR Oligonucleotides and microRNA miR-21 Inhibitors as a Potential Therapeutic Option in Treatment of Colorectal Cancer. J. Cell. Biochem. 2017, 118, 4129–4140. [Google Scholar] [CrossRef]
  99. Yu, Y.; Nangia Makker, P.; Farhana, L.; Majumdar, A.P.N. A novel mechanism of lncRNA and miRNA interaction: CCAT2 regulates miR-145 expression by suppressing its maturation process in colon cancer cells. Mol. Cancer 2017, 16, 155. [Google Scholar] [CrossRef]
  100. Bester, A.C.; Lee, J.D.; Chavez, A.; Lee, Y.R.; Nachmani, D.; Vora, S.; Victor, J.; Sauvageau, M.; Monteleone, E.; Rinn, J.L.; et al. An Integrated Genome-wide CRISPRa Approach to Functionalize lncRNAs in Drug Resistance. Cell 2018, 173, 649–664. [Google Scholar] [CrossRef]
  101. Wu, G.; Ma, Z.; Hu, W.; Wang, D.; Gong, B.; Fan, C.; Jiang, S.; Li, T.; Gao, J.; Yang, Y. Molecular insights of Gas6/TAM in cancer development and therapy. Cell Death Dis. 2017, 8, e2700. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  102. Di Gesualdo, F.; Capaccioli, S.; Lulli, M. A pathophysiological view of the long non-coding RNA world. Oncotarget 2014, 5, 10976–10996. [Google Scholar] [CrossRef] [PubMed]
Ijms 23 13431 g001 550
Figure 1. Alteration of lncRNAs molecular mechanisms in CRC initiation, progression, and drug resistance.
Figure 1. Alteration of lncRNAs molecular mechanisms in CRC initiation, progression, and drug resistance.
Ijms 23 13431 g001
Table
Table 1. LncRNAs involved in CRC Chemoresistance.
Table 1. LncRNAs involved in CRC Chemoresistance.
Official SymbolOfficial Full NameChromosomal LocalizationExpression Levels in CRCDrugs Substrate
KCNQ1OT1KCNQ1 Opposite Strand/Antisense Transcript-111p15.5Up-regulatedMethotrexate resistance
5-FU resistance
TUG1Taurine Up-Regulated 122q12.2Up-regulatedMethotrexate resistance
XISTX Inactive Specific TranscriptXq13.2Up-regulatedMultidrug resistance
Doxorubicin resistance
5-FU resistance
LINC00973Long Intergenic non-protein Coding RNA 9733q12.1Up-regulatedCetuximab resistance
GIHCGGIHCG Inhibitor of miR-200b/200a/429 Expression12q14.1Up-regulated5-FU and Oxaliplatin resistance
CASC15Cancer Susceptibility-156p22.3Up-regulatedOxaliplatin resistance
H19H19 Imprinted Maternally Expressed Transcript11p15.5Up-regulatedMethotrexate resistance
5-FU resistance
SCARNA2Small Cajal Body-Specific RNA-21p13.3Up-regulatedChemoresistance
BANCRBRAF-Activated non-protein Coding RNA9q21.11-q21.12Up-regulatedAdriamycin resistance
UCA1Urothelial Cancer Associated-119p13.12Up-regulatedCetuximab resistance
5-FU resistance
SNHG15Small Nucleolar RNA Host Gene 157p13Up-regulated5-FU resistance
CRNDEColorectal Neoplasia Differentially Expressed16q12.2Up-regulatedOxaliplatin resistance
HOTAIRHOX Transcript Antisense RNA12q13.13Up-regulated5-FU resistance
MIR100HGmir-100-let-7a-2-mir-125b-1 Cluster Host Gene11q24.1Up-regulatedCetuximab resistance
LINC00473Long Intergenic non-protein Coding RNA 4736q27Up-regulatedTaxol resistance
PCAT1Prostate Cancer Associated Transcript-18q24.21Up-regulated5-FU resistance
MEG3Maternally Expressed-314q32.2Down-regulatedOxaliplatin resistance
POU5F1P4POU Class-5 Homeobox-1 Pseudogene-41q22Down-regulatedCetuximab resistance
HOTAIRM1HOXA Transcript Antisense RNA Myeloid-Specific 17p15.2Down-regulated5-FU resistant
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Lulli, M.; Napoli, C.; Landini, I.; Mini, E.; Lapucci, A. Role of Non-Coding RNAs in Colorectal Cancer: Focus on Long Non-Coding RNAs. Int. J. Mol. Sci. 2022, 23, 13431. https://doi.org/10.3390/ijms232113431

AMA Style

Lulli M, Napoli C, Landini I, Mini E, Lapucci A. Role of Non-Coding RNAs in Colorectal Cancer: Focus on Long Non-Coding RNAs. International Journal of Molecular Sciences. 2022; 23(21):13431. https://doi.org/10.3390/ijms232113431

Chicago/Turabian Style

Lulli, Matteo, Cristina Napoli, Ida Landini, Enrico Mini, and Andrea Lapucci. 2022. "Role of Non-Coding RNAs in Colorectal Cancer: Focus on Long Non-Coding RNAs" International Journal of Molecular Sciences 23, no. 21: 13431. https://doi.org/10.3390/ijms232113431

APA Style

Lulli, M., Napoli, C., Landini, I., Mini, E., & Lapucci, A. (2022). Role of Non-Coding RNAs in Colorectal Cancer: Focus on Long Non-Coding RNAs. International Journal of Molecular Sciences, 23(21), 13431. https://doi.org/10.3390/ijms232113431

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