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Review

miRNA Clusters with Down-Regulated Expression in Human Colorectal Cancer and Their Regulation

by
Paulína Pidíkova
1,
Richard Reis
2 and
Iveta Herichova
1,*
1
Department of Animal Physiology and Ethology, Faculty of Natural Sciences, Comenius University in Bratislava, 842 15 Bratislava, Slovakia
2
First Surgery Department, University Hospital, Comenius University in Bratislava, 811 07 Bratislava, Slovakia
*
Author to whom correspondence should be addressed.
Int. J. Mol. Sci. 2020, 21(13), 4633; https://doi.org/10.3390/ijms21134633
Submission received: 8 May 2020 / Revised: 24 June 2020 / Accepted: 27 June 2020 / Published: 29 June 2020
(This article belongs to the Section Molecular Genetics and Genomics)
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Abstract

:
Regulation of microRNA (miRNA) expression has been extensively studied with respect to colorectal cancer (CRC), since CRC is one of the leading causes of cancer mortality worldwide. Transcriptional control of miRNAs creating clusters can be, to some extent, estimated from cluster position on a chromosome. Levels of miRNAs are also controlled by miRNAs “sponging” by long non-coding RNAs (ncRNAs). Both types of miRNA regulation strongly influence their function. We focused on clusters of miRNAs found to be down-regulated in CRC, containing miR-1, let-7, miR-15, miR-16, miR-99, miR-100, miR-125, miR-133, miR-143, miR-145, miR-192, miR-194, miR-195, miR-206, miR-215, miR-302, miR-367 and miR-497 and analysed their genome position, regulation and functions. Only evidence provided with the use of CRC in vivo and/or in vitro models was taken into consideration. Comprehensive research revealed that down-regulated miRNA clusters in CRC are mostly located in a gene intron and, in a majority of cases, miRNA clusters possess cluster-specific transcriptional regulation. For all selected clusters, regulation mediated by long ncRNA was experimentally demonstrated in CRC, at least in one cluster member. Oncostatic functions were predominantly linked with the reviewed miRNAs, and their high expression was usually associated with better survival. These findings implicate the potential of down-regulated clusters in CRC to become promising multi-targets for therapeutic manipulation.

Graphical Abstract

1. Introduction

Colorectal cancer (CRC) is the fourth-most common cancer worldwide with high mortality [1]. In spite of progress in CRC diagnostics and the determination of patient prognosis, there is still a need for improvement. During last two decades, miRNAs have been frequently discussed as a potential tool for the assessment of cancer progression [2].
MicroRNAs (miRNAs) belong to a large family of non-coding RNAs (ncRNAs). The average length of miRNAs is only 22 nucleotides (nt). The canonical pathway of miRNA synthesis begins with transcription from a DNA template, similarly to mRNA, creating primary-miRNAs (pri-miRNAs). After transcription that is usually mediated by RNA polymerase II, pri-miRNAs are capped by a 5′-7-methyl guanosine cap and polyadenylated [3]. Pri-miRNAs are characterised by a hairpin and flanking overhangs of single-stranded RNA. This structure is recognised by the microprocessor complex, which is composed of RNase III Drosha and DiGeorge syndrome critical region gene 8 protein (DGCR8) dimer, which cleaves pri-miRNA at the stem of the hairpin to produce pre-miRNA from the precursor [3].
This structural change of pre-miRNA hairpin allows for the interaction of pre-miRNAs with the nuclear transport receptor Exportin 5 and Ran GTPase, which facilitate the translocation of pre-miRNAs from the nucleus into the cytoplasm. Next, RNase III Dicer is recruited to cut out a single-stranded loop. In this way, Dicer produces a mature miRNA duplex with two to three nt overhangs at both ends. The mature miRNAs sequence excised from the 5′ arm is designated as 5p, and the sequence excised from the 3′ arm is designated as 3p [4,5].
Two strands of mature miRNAs have different roles in miRNA signalling executed by the RNA-induced silencing complex (RISC). To assemble the RISC, cooperation between Dicer, mature miRNAs, some member of the Argonaute protein family (Ago) and transactivation response element RNA-binding protein (TRBP) are needed. After loading of the miRNA into the RISC and rewinding, one miRNA strand, the so-called guide strand is (via Ago) positioned in a conformation that allows for target mRNA pairing [6]. mRNA recognition is based on complementarity between the miRNA response element (MRE), which is frequently located in the 3′ untranslated region (3′ UTR) of an mRNA, and the “seed” sequence of miRNA, which is a segment between 2 and 8 nt from the 5′ end. miRNAs exert an inhibitory influence that is dependent on homology between miRNAs and target mRNA. If complementarity is high, the target mRNA is degraded, whereas if homology is less extensive, translation repression occurs [7]. Particular MRE is usually present at several mRNAs that are all targeted by corresponding miRNAs [8].
The second miRNAs strand, the so-called passenger strand, is present in the cytoplasm at much lower concentration compared with the guide strand and, in spite of its low concentration, can be to some extent also incorporated into the RISC [4,8,9].
miRNAs that are closely located in the genome create miRNA clusters. It has been shown that 20–40% of more than 1800 human miRNA sequences are organised in polycistrons (clusters) that are transcribed together [5,10,11]. miRNA clusters are usually composed of 2 to 8 members, but more than 60% of clusters contain only two miRNAs [12]. miRNA clusters in the human genome are divided into two groups—homologous clusters and heterologous clusters. Homologous clusters are composed of miRNAs from the same family [5]. Gene families are groups of homologous genes that are likely to have highly similar functions mainly because of the same seed sequence [5]. miRNA families and miRNA clusters have complex distributions in the genome. One miRNA family may be located in one or more clusters, and one cluster may be involved in one or more families. More than 60% of miRNA clusters in the human genome contain miRNAs from the same family [12].
The abovementioned miRNA organisation is also mirrored in their names. miRNAs with identical mature sequences but different precursor hairpins and locations in the genome are designated with a number in the suffix [13]. For example, miR-133a-1 is located on chromosome 18 of the human genome and miR-133a-2 is located in chromosome 20, but both precursors are processed into a final mature miRNA with the same sequence [14]. miRNAs that differ only in one or two positions in their sequence can be distinguished by letter suffixes in the name (e.g., miR-133a and miR-133b) [13].
Long ncRNAs (lncRNAs) are typically 1000–10,000 nt long and, according their structure, can be split into linear lncRNAs (including pseudogenes) and circular RNAs (circRNAs) [15]. Similarly to miRNA, lncRNAs are transcribed from exonic, intronic or intergenic DNA sequences frequently showing polycistronic organisation; however, they utilise much more genome information compared to miRNAs [16]. Transcription of linear lncRNAs shows high similarity to that described for protein-coding genes, except for the presence of the translated open-reading frame. lncRNAs strongly influence miRNA expression [7].

2. Biogenesis of miRNA

In spite of huge progress in the measurement of miRNAs [2] there remain inconclusive and contradictory results about miRNA up- or down-regulation in CRC, e.g., miR-204, miR-203, miR-200, miR-150, miR-142 [17]. This inconsistency precludes these miRNAs from use as effective bio-tools. A recent review suggested that miRNAs organised in clusters may be more reliable biomarkers as they can share the same way of transcriptional regulation. We focused on down-regulated clusters, as their levels are less likely to be masked by cell fragmentation due to cell death.
Regulation of miRNA expression is frequently associated with their localisation in the genome. Approximately 40–60% of miRNAs are located in intronic areas of protein-coding genes or nonprotein-coding transcripts [5,7,18,19]. Many intronic miRNAs are expressed together with their host genes in one polycistronic transcript, and it is likely that their expression is regulated by a promoter of the host gene [11,18,20]. On the other hand, approximately one-third of intronic miRNAs in the human genome have their own promoters and may be transcribed independently of their host gene promoter [21,22]. Methylation of the promoter of miRNAs or their host gene promoters also contributes to regulation of miRNA expression (e.g., [23,24,25]).
Promoter-independent regulation of miRNAs is executed by competing endogenous RNAs (ceRNAs) that interact with miRNAs. Both types, linear as well as circular lncRNAs, can inhibit miRNA function by binding based on complementary sequences and prevent the interaction of miRNAs with target mRNAs. This mechanism is known as “sponging” [26]. Since miRNAs have been previously shown to play an important role in cancer progression [8], the effects of ceRNAs as modulators of miRNA activity are also of crucial importance in this respect [15].
Finally, it has been shown that miRNAs show sex-dependent regulation of expression. By comparison of the miRNA transcriptomes of males and females, it was revealed that there are 73 female-biased and 163 male-biased miRNAs in the human circulation and tissues [27]. A difference in miRNA expression was also observed in colorectal cancer (CRC) tissue [9,28,29]. A reason for this finding has not been completely elucidated; however, it does not seem to be associated with the location of miRNAs on sex chromosomes [27]. The role of steroid hormones has been investigated in this respect [25]. A network of oestrogen-responsive miRNAs has been implicated in the development of sex-dependent features [30]. It has also been shown that oestrogen regulates miRNA expression in many stable cancer cell lines [31,32]. Other mechanisms of miRNA regulation are extensively reviewed elsewhere [25].
Since CRC is one of the leading causes of cancer mortality worldwide, recent review has been focused on the regulation of miRNA clusters formed from miRNAs that are deregulated in this disease. We focused on clusters with decreased expression because a convincing majority of studies using CRC tissues or corresponding models have shown the oncostatic capacity of these clusters and support their therapeutic potential.

3. miRNA Clusters Down-Regulated in Human CRC

Only miRNA genes in the same orientation, and not separated by a transcription unit or a miRNA in the opposite orientation, located within 50 kb of distance were recognised as clusters [20].
In the following section, we analyse the available information about their regulation by transcription factors, lncRNAs and methylation, tumour suppressor or oncogenic potential and target genes in CRC.

3.1. Clusters miR-100/let-7a-2/miR-125b-1, miR-99a/let-7c and miR-99b/let-7e/miR-125a

Clusters miR-99a/let7c, miR-99b/let-7e/miR-125a and miR-100/let-7a/miR-125b-1 are located on separate chromosomes (Table 1), but are functionally related as they are composed of members belonging to the same families (Supplementary Table S1). Known information about the presence of miRNA-specific transcription start sites (TSSs) is shown in Table 1.
Information about clusters miR-99a/let7c, miR-99b/let-7e/miR-125a and miR-100/let-7a/miR-125b-1 regulation via transcription factors and lncRNAs is not always available for all clustered miRNAs in CRC models. The doublecortin-like kinase 1 (DCLK1) [33] and lncRNA ANRIL [34] have been found to be negative regulators of let-7a-5p expression in CRC cell lines. Expression of miR-125a-5p is strongly influenced by hypermethylation in CRC tumours [23], and it has been shown to be sequestered by lncRNA HOXA11-AS [35] and circRNA VAPA (Supplementary Table S5) [36]. miR-125b-5p/3p is subjected to complex regulation, including via the transcription factors peroxisome-proliferator-activated receptor gamma (PPARG), nuclear factor kappa B subunit 1 (NFKB1), tumour protein p53 (p53), MYC proto-oncogene, bHLH transcription factor (MYC), caudal type homeobox 2 (CDX2), lncRNA NEAT1, MEG3, UCA1 and MALAT1 [37], and by methylation [23].
Levels of let-7c,-5p let-7e-5p, miR-99a-5p, miR-100-5p, miR-125a-5p and miR-125b-5p have been found to be decreased in CRC tumours compared to adjacent tissue (Supplementary Table S2). There is insufficient information to make statements about the deregulation of miR-99b in CRC. Most of the miRNAs belonging to the abovementioned clusters are positively associated with better survival and show tumour-suppressive functions (Supplementary Table S2), which are executed via a wide range of target genes (Supplementary Table S3).
let-7a-5p induces cell cycle arrest and reduces cell growth through targeting genes encoding ubiquitin like with PHD and ring finger domains 2 (UHRF2) [38], the Rho effector rhotekin (RTKN) [39] and MYC [33] in CRC cell lines. The known target of let-7a-3p is the ABC transporter ATP-binding cassette subfamily C member 1 (ABCC1), which is involved in the development of cell chemoresistance [34].
Low expression of let-7c-5p is associated with metastasis and cell growth in CRC tissues and up-regulation of let-7c-5p in the highly metastatic Lovo cell line caused a decrease in migration and inhibition of cell growth through targeting matrix metallopeptidase 11 (MMP11) and PBX homeobox 3 gene (PBX3) [40].
Increased expression of let-7e-5p in CRC cell lines leads to decreased cell migration and proliferation through targeting the gene coding for serine/threonine kinase DCLK1 [41], increased sensitivity to treatment with 5-fluorouracil (5FU) and decreased cell invasion through targeting ST8 alpha-N-acetyl-neuraminide alpha-2,8-sialyltransferase 1 (ST8SIA1) [42]. let-7e-5p also induces cell cycle arrest through targeting genes encoding insulin-like growth factor 1 receptor (IGF1R), which also mediates the decreased sensitivity of CRC cells to both radio- and chemotherapy [43,44].
The miR-99a-5p [65] and miR-99b-5p [66] target gene coding serine/threonine protein kinase with oncogenic potential is called mechanistic target of rapamycin kinase (MTOR) in CRC cell lines.
miR-100-5p inhibits cell growth, induces apoptosis and decreases cell invasion, possibly via targeting RAP1B, a member of RAS oncogene family (RAP1B) [67].
miR-125a-5p induces apoptosis through targeting the BCL2 apoptosis regulator (BCL2) and BCL2 family members BCL2-like 12 (BCL2L12) and myeloid cell leukaemia 1 gene (MCL1) [68] in CRC cell lines. miR-125a-5p also executes its functions via targeting genes coding for peptidyl arginine deiminase 2 (PADI2) involved in the promotion of metastasis [35] and pro-angiogenic vascular endothelial growth factor A (VEGFA) [69]. miR-125a-5p also inhibits cell proliferation and migration by targeting SMAD-specific E3 ubiquitin protein ligase 1 (SMURF1) [70], phospholipid:diacylglycerol acyltransferase, called tafazzin (TAZ) [71] and cAMP-responsive element-binding protein 5 (CREB5) [36]. Overexpression of miR-125a-3p inhibits cell proliferation and migration through targeting fucosyltransferases 5 and 6 (FUT5 and FUT6, respectively) [72].
Overexpression of miR-125b-5p leads to promotion of apoptosis and blockage of cell cycle progression in the human CRC cell line HCT-8. On the other hand, HCT-8 cells with high expression of miR-125b show more invasive and metastatic potential through the promotion of epithelial–mesenchymal transition (EMT). One of the validated targets of miR-125b-5p is the anti-apoptotic gene MCL1 [73] for which high expression is associated with shorter survival times in CRC patients [74]. Another target gene of miR-125b-5p is the APC regulator of the WNT signalling pathway (APC) gene. Negative correlation between expression of miR-125b-5p and APC has also been confirmed in tumour tissue from patients with CRC [75].

3.2. Clusters miR-1-2/133a-1, miR-1-1/133a-2 and miR-206/133b

The miR-1-1/133a-2, miR-1-2/133a-1 and miR-206/133b clusters are encoded on different chromosomes (Table 1). miR-206-3p differs from miR-1-3p only by four nt [14]. Members of the abovementioned clusters are traditionally considered to be muscle-specific miRNAs, but growing evidence supports a broader expression pattern, including CRC tissues [14].
miR-1 and miR-133a expression is silenced by DNA hypermethylation [76]. Expression of miR-206-3p is induced by C–C motif chemokine ligand 19 (CCL19) [77]. In addition, miR-133a-3p in CRC cells is sponged by the complementary lncRNAs ABHD11-AS1 and XIST [78,79], while miR-133b-3p has been shown to be sequestered by the lncRNAs LINC00114 [80], ENSG00000231881 [81] and LINC00467 [82]. miR-206-3p is a target of the lncRNA LINC00707 [83,84].
The expression of miR-1-3p, miR-133a-3p, miR-133b-3p and miR-206-3p is decreased in CRC tissue compared to normal tissue, and high levels are associated with better survival in patients with CRC (Supplementary Table S2). Because of the inhibitory influence of miR-1-3p, miR-133a-3p, miR-133b-3p and miR-206-3p on cell growth, migration, proliferation and chemoresistance, they are considered to be tumour suppressors (Supplementary Table S2), executing their roles via inhibition of a wide range of target genes (Supplementary Table S3).
miR-1-3p expression shows negative correlation with tumour size, degree of differentiation, lymph node metastasis and tumour/nodus/metastasis stage (TNM) [85,86,87]. In vitro, miR-1-3p suppresses cell growth, migration, motility and glycolysis by targeting VEGF [87] and notch receptor 3 (NOTCH3), which is known to be crucially involved in developmental processes by controlling cell fate decisions [88] as well as hypoxia-inducible factor 1 subunit alpha (HIF1A) [89]. The target genes of miR-1-3p also encode for NLR family apoptosis inhibitory protein (NAIP), which plays a role in the inhibition of apoptosis [86], and the focal adhesion protein LIM and SH3 protein 1 (LASP1) [85].
miR-206-3p suppresses CRC cell migration [90], cell proliferation and accelerates apoptosis via targeting the oncogene formin-like 2 (FMNL2), MET proto-oncogene, receptor tyrosine kinase (MET) [91], NOTCH3 [92], tetraspanin-like protein called transmembrane 4 L six family member 1 (TM4SF1) [93] and BCL2 [94]. These oncostatic effects are prevented by the overexpression of lncRNA LINC00707 [83,84].
miR-133a-3p inhibits both in vitro and in vivo cell growth via the inhibition of ring finger and FYVE-like domain-containing E3 ubiquitin protein ligase (RFFL), which induces degradation of p53 protein [95], LASP1 [96], fascin actin-bundling protein 1 (FSCN1) (involved in the regulation of cell motility) [97], oncogenic SUMO-specific peptidase 1 (SENP1) [98] and an RNA helicase called eukaryotic translation initiation factor 4A1 (EIF4A1) [99].
miR-133b-3p inhibits cell invasion and induces apoptosis; these effects are reversed by overexpression of its target gene C-X-C motif chemokine receptor 4 (CXCR4) [100]. miR-133b-3p targets epidermal growth factor receptor (EGFR) and shows synergistic oncostatic effects with cetuximab [101]. The oncostatic effects of miR-133b are also executed by inhibition of homeobox A9 (HOXA9) and metastasis inducer zinc finger E-box binding homeobox 1 (ZEB1) [102]. miR-133b-3p targets MET (involved in invasive tumour growth) [103], the gene encoding ferritin light chain (FTL), lncRNA LINC00467 (promoting CRC cell resistance against 5FU) [82], a component of the nuclear pore complex proto-oncogene nucleoporin 214 (NUP214) [45] and some others (Supplementary Table S3).

3.3. Clusters miR-192/194-2 and miR-215/194-1

Clusters miR-192/194-2 and miR-215/194-1 are located on different chromosomes (Table 1) and consist of miR-194 and miR-192 or miR-215, which differ by only two nt [56].
Expression of clusters miR-192/194-2 and miR-215/194-1 is induced by p53 in the human colon cancer cell line HCT116 [57,104], and miR-194-5p expression is stimulated by a hepatocyte nuclear factor called HNF1 homeobox A (HNF1A) via binding to the miR-194 promoter [56]. An inhibitor of miR-194-5p expression is the non-histone chromosomal protein called high mobility group AT-hook 2 (HMGA2), which exerts its function via upstream promoters of both miR-194 loci [105]. Expression of miR-215-5p in CRC cells is regulated by caudal-type homeobox 1 (CDX1) independently of other members of the miR-194 cluster [59]. miR-194-5p is also regulated by sponging with lncRNA H19 [106], and the opposite strand, miR-194-3p, is sequestered with lncRNA TP73-AS1 in CRC cell lines [107]. miR-215-5p is sponged by lncRNAs UICLM [108] and FTX [109]. Expression of miR-215-5p increases under hypoxic conditions [110] and after melatonin treatment [111] in CRC cell lines.
Expression of miR-192-5p, -194-5p and -215-5p has been shown to be down-regulated in colon cancer tissue compared to normal tissue (Supplementary Table S2). While expression of miR-192 and -194 is associated with better survival in patients with CRC, the association of miR-215 expression with better survival is not conclusive yet (Supplementary Table S2).
Most of the reports about the functions of miR-192/194-2 and miR-215/194-1 clusters indicate their tumour-suppressive roles (Supplementary Table S2), as cell cycle arrest and inhibition of cell adhesion are observed after their overexpression. These functions are usually executed via the silencing of their target genes (Supplementary Table S3).
miR-194-5p targets several genes involved in regulation of cell growth. Inhibition of mitogen-activated protein kinase kinase kinase 4 (MAP4K4) by a miR-194-5p mimic causes a decrease in cell proliferation under in vivo and in vitro conditions [112]. Overexpression of another target gene of miR-194-5p transcriptional activator called forkhead box M1 (FOXM1) reversed the effects of the miR-194-5p mimic under in vitro conditions [106]. miR-194-5p is also involved in regulation of the Wnt/β-catenin pathway through targeting AKT serine/threonine kinase 2 (AKT2), which contributes to the activation of Wnt/β-catenin signalling [113]. Another target gene of miR-194-5p is an endoplasmic reticulum contact protein called VAMP associated protein A (VAPA), which contributes to the regulation of vesicular transport with a positive effect on cell survival [105]. The diversity of miR-194-5p functions has been pointed out after it was found that miR-194-5p also targets a negative regulator of angiogenesis thrombospondin 1 (THBS1) and promotes angiogenesis [104]. Another target gene of miR-194-3p is transforming growth factor alpha (TGFA), which has an oncogenic role in CRC [107].
miR-192-5p decreased the liver metastasis of colon cancer in an orthotopic mouse model of colon cancer through targeting the expression of several oncogenic genes, including anti-apoptotic BCL2, Wnt/β-catenin activator called zinc finger E-box binding homeobox 2 (ZEB2) and pro-angiogenic VEGFA [114].
Overexpression of miR-215-5p in CRC cells leads to decreased migration and proliferation through targeting the transcription factor YY1 [115]. Cell proliferation is suppressed by miR-215-5p through targeting the G2/M checkpoint regulator called denticleless E3 ubiquitin protein ligase homolog (DTL) [116,117]. Clonogenicity inhibition mediated by miR-215-5p is exerted by targeting the epidermal growth factor family member epiregulin (EREG) and transcriptional inducer homeobox B9 (HOXB9) [118]. miR-215-5p in CRC cells induces differentiation through targeting BMI1 proto-oncogene, polycomb ring finger (BMI1) [59]. miR-215-5p in CRC also targets Wnt/β-catenin activator ZEB2, which is involved in the regulation of EMT [108,109]. As there is a high degree of homology between miR-215-5p and miR-192-5p, they both target the mediator of angiogenesis called sushi repeat-containing protein X-linked 2 (SRPX2) [119]. Chemoresistance to 5FU is influenced by miR-215-5p via targeting thymidylate synthetase (TYMS), which catalyses the dTMP biosynthesis necessary for DNA synthesis [111]. Resistance to chemotherapy is also regulated by the passenger strand miR-215-3p, which increases sensitivity to 5FU by targeting C-X-C motif chemokine receptor 1 (CXCR1) [120].

3.4. Clusters miR-15a/16-1 and miR-15b/16-2

miR-15/16 is present in the human genome in the form of two paralogues, miR-15a/16-1 and miR-15b/16-2 (Table 1). Expression of miR-15 and miR-16 is regulated by their host gene promoter (Table 1). Moreover, miR-15a-5p is sponged by lncRNA LINC00473 in CRC cell lines [121]. Expression of miR-15b-5p is inhibited by sirtuin 1 (SIRT1), which prevents transcriptional activator AP-1 from binding to the miR-15b-5p promoter [122]. miR-16-5p is sponged by lncRNA SNHG12 in several CRC cell lines [123].
Although a decrease in miR-15-5p/16-5p in CRC tissue compared to normal tissue has been reported more frequently than the opposite, there are also studies implicating the up-regulation of miR-15/16 expression (Supplementary Table S2). Similarly, better survival is more frequently linked to high expression of miR-15/16 members; however, a worse survival association with high miR-15/16 expression has also been documented (Supplementary Table S2).
Generally, tumour-suppressive functions have been attributed to miR-15/16 clusters. Increased expression of miR-15a-5p and miR-16-1-5p reduced tumour growth in the colons of nude mice [124], and higher expression of miR-15a-5p led to suppressed proliferation of colon cancer cells in vitro [125]. These effects are mostly mediated by miR-15/16 target genes (Supplementary Table S2).
Common targets of miR-15a-5p and miR-16-5p in CRC cell lines are cyclin B1 (CCNB1) [124] and transcription factor AP-4 (TFAP4), which is involved in the regulation of EMT [126]. miR-15a-5p inhibits cell growth by targeting pro-survival protein BCL2 [125,127], a regulator of stemness called SRY-box transcription factor 2 (SOX2) [125], the oncogene Yes1 associated transcriptional regulator (YAP1), DCLK1 and BMI1, which facilitates cell invasion and migration [127].
Overexpression of miR-16-5p in CRC cell lines decreases cell migration and proliferation through targeting KRAS proto-oncogene, GTPase (KRAS) both in vivo and in vitro [128]. miR-16-5p levels negatively correlate with expression of a VEGF receptor called kinase insert domain receptor (KDR) and the MYB proto-oncogene, transcription factor (MYB) [129]. miR-16-5p is involved in the induction of apoptosis and cell growth inhibition by targeting integrin subunit alpha 2 (ITGA2) [130] and survivin (BIRC) [131]. The target genes of miR-16-5p in CRC cells are also CDX2 (active mainly during development) [132] and prostaglandin-endoperoxide synthase 2 (PTGS2), which catalyses the first step in the synthesis of prostanoids [133].
miR-15b-5p decreases cell proliferation through targeting growth via the Pim-1 proto-oncogene, serine/threonine kinase (PIM) in CRC cell lines [134]. miR-15b-5p increases sensitivity to chemo- and radiotherapy by targeting DCLK1 [135], NFKB1 and a kinase called component of inhibitor of nuclear factor kappa B kinase complex (CHUK) [136]. NFKB1 and CHUK are both associated with the NF-κB pathway [136]. miR-15b-5p also decreases cell migration through targeting of the first enzyme in the fatty acid oxidation pathway acyl-coenzyme A oxidase 1 (ACOX1) [122]. On the other hand, overexpression of miR-15b-5p in CRC cell lines increases colony formation by targeting the tumour suppressor klotho (KL) and MTSS I-BAR domain-containing 1 (MTSS1) [137].

3.5. Cluster miR-143/145

Bicistronic miR-143/145 is negatively regulated by Ras-responsive element-binding protein 1 (RREB1) [138], and the expression of both miRNAs is suppressed via EGFR [139]. The core promoter region of miR-145 is regulated by histone methylation in CRC cell lines [62] and snail family transcriptional repressor 1 (SNAI1) [140]. miR-145-5p is sponged by circRNA CIRC_001569 [141], snoRNA SNHG1 [142], lncRNA SOX21-AS1 [143], lncRNA CASC15 [144], circRNA PVT1 [145] and lincRNA-ROR [146]. miR-143-3p is sequestered by lincRNA UCC [147] and ceRNA PART-1 in SW620 cells [148].
Expression of miR-143-3p and miR-145-5p is significantly decreased in CRC tissue compared to normal tissue, and in both cases, decreased expression was associated with shorter survival time and increased disease recurrence (Supplementary Table S2).
Expression of miR-143-3p/145-5p is negatively associated with CRC clinicopathological features and exerted oncostatic effects, mainly via influencing their target genes (Supplementary Table S3).
The miR-143/145 cluster is involved in the regulation of several key components of the KRAS signalling pathway [138,139]. miR-145-5p is involved in the inhibition of cell proliferation and migration via targeting genes encoding NAIP [86], fascin actin-bundling protein 1 (FSCN1) involved in regulation of cell motility [149], the focal adhesion protein paxillin (PXN) that facilitates cellular contact with the underlying extracellular matrix [150] and ZEB2 [151]. ETS transcription factor ERG (ERG), which is up-regulated in CRC tumours (however, its role in this tissue is not completely elucidated) [152], and E2F transcription factor 5 (E2F5), which is involved in cell cycle control [141], are also targeted by miR-145-5p. miR-145-5p influences cancer invasiveness via the inhibition of BAG cochaperone 4 (BAG4) and formin-like 2 protein (FMNL2) [141]. The cell cycle is influenced by miR-145-5p by targeting G1 regulators cyclin-dependent kinase 6 (CDK6), cyclin D2 (CCND2), E2F transcription factor 3 (E2F3) and MYC [139]. miR-145-5p inhibits the metastatic CRC cell invasion induced by LASP1 [62] and targets myosin VI (MYO6), which promotes cell growth in the SW1116 cell line [143].
Among the target genes of miR-143-3p are hexokinase 2 (HK2), which causes a decrease in lactate production after inhibition mediated by miR-143-3p [153], toll-like receptor 2 (TLR2) [154] and catenin delta 1 (CTNND1) [155], which are involved in regulation of cell invasion and migration. miR-143-3p also targets PTGS2, KRAS and a member of the MAPK family mitogen-activated protein kinase 7 (MAPK7) [139], integrin subunit alpha 6 (ITGA6) and ArfGAP with SH3 domain, ankyrin repeat and PH domain 3 (ASAP3), with roles in the development of metastasis [156]. In addition to cell migration, tumour growth and angiogenesis in CRC inhibition in vivo and in vitro, miR-143-5p contributes to an increase in chemosensitivity of CRC cells to oxaliplatin via targeting IGF1R [157].

3.6. Cluster miR-302b/302c/302a/302d/367

This polycistron codes for miRNAs with high homology sequences, showing differences only in the last six nt on the 3´end [63,158]. Expression of miR-302c-3p has been shown to be regulated by methylation [24] and is sponged by lncRNA SNHG16 [159].
Expression of miR-302a-3p and -302c-3p is decreased in CRC tissue compared to normal tissue, and high expression of miR-302a and -302c is associated with better survival (Supplementary Table S2).
miR-302a-3p up-regulation suppresses the growth and invasion of SW480 and HCT116 cells, accompanied by a reduction in the expression of matrix metallopeptidase 9 and 2 (MMP9 and MMP2, respectively). The inhibitory effects of miR-302a-3p are mediated via the MAPK and PI3K/Akt signalling pathways [160]. The tumour suppressor role of miR-302a-3p is also executed by targeting nuclear factor IB (NFIB) and the induction of cetuximab chemosensitivity, which is caused by suppressing cell-surface expression of the glycoprotein CD44 [161]. miR-302a-3p also induces 5FU sensitivity and viability inhibition via the inhibition of IGF1R [162]. Expression of mir-302a-3p is decreased in human CRC cell lines after the induction of autophagy by treatment with 5FU or starvation [163].
miR-302c-3p levels negatively correlate with lymph node metastases, tumour invasion and advanced TNM stage [24]. Overexpression of miR-302c-3p in CRC cells causes a decrease in cell growth and stimulates apoptosis [24,164]. Overexpression of miR-302c-3p promotes sensitivity in CRC cell lines to 5FU and oxaliplatin via targeting PLAG1 zinc finger (PLAG1), with oncogenic potential [24], and the ABC transporter called ATP-binding cassette subfamily B member 1(ABCB1) [165], respectively. Another target gene of miR-302c-3p is transcription factor AP-4 (TFAP4), which is involved in the promotion of EMT and cell migration [164] (Supplementary Table S3).

3.7. Cluster miR-497/195

Cluster miR-497/195 does not have a known paralogue (Table 1). The functions of miR-497-5p are influenced by sponging with lncRNAs SNHG1 [166], TTN-AS1 [167] and AC009022.1 [168] and via methylation of its promoter [64]. miR-195-5p levels are regulated by sequestering with lncRNA SNHG1 [166] and methylation-induced silencing [64].
Expression of miR-497-5p and mir-195-5p is down-regulated in the tumour tissue of patients with CRC compared to adjacent tissue or normal tissue, and high levels of these miRNAs have been associated with better survival (Supplementary Table S2).
Increased expression of miR-497-5p and/or miR-195-5p is associated with decreased cell proliferation, migration and EMT in the Lovo and SW480 cell lines in vitro and in vivo after their implantation into mice. This effect was prevented by sponging with lncRNA SNHG1 [166].
High expression of miR-497-5p inhibits proliferation and invasion in CRC cell lines through targeting IGF1R [169], insulin receptor substrate 1 (IRS1), which influences IGF1R signalling [170], protein tyrosine phosphatase non-receptor type 3 (PTPN3), which is involved in the regulation of cell growth and differentiation [171], and kinase suppressor of ras 1 (KSR1), which induces the Raf/MED/ERK pathway and via its influence oncogenic transformation as well [172]. The target genes of miR-497-5p are also members of the Fos gene family, i.e., FOS-like 1, AP-1 transcription factor subunit (FOSL1), which is involved in the promotion of metastasis in CRC [173] (Supplementary Table S3).
Several studies indicate that miR-195-5p can increase the sensitivity of 5FU-resistant SW620 and HT-29 cell lines to chemotherapy by targeting transcriptional regulators, notch receptor 2 (NOTCH2) and recombination signal binding protein for immunoglobulin kappa J region (RBPJ) involved in the Notch signalling pathway, both of which are necessary for the maintenance of stemness and chemoresistance in CRC cells [174]. A newly-identified effector of chemoresistance, glycerophosphodiester phosphodiesterase domain-containing 5 (GDPD5) (traditionally linked to glycerol metabolism), has been shown to be suppressed by miR-195-5p [175]. miR-195-5p also inhibits the proliferation of CRC cell lines through targeting fibroblast growth factor 2 (FGF2) and subsequent decreases in CCNB1, cyclin D2 (CCND2) and cyclin-dependent kinase 2 (CDK2) levels [176], as well as reduced cell viability by targeting BCL2 [177]. Expression of miR-195-5p inhibits cell proliferation and invasion by targeting the genes encoding NOTCH2 [178] and the NF-κB activator scaffold protein caspase recruitment domain family member 10 (CARMA3) [179].
On the other hand, it has been demonstrated that WEE1 G2 checkpoint kinase (WEE1) and checkpoint kinase 1 (CHEK1) are targeted by miR-195-5p, which promotes the acquisition of drug resistance to 5FU in HCT-116 cells [180].

4. Regulation of Expression of Identified Clusters

A comprehensive analysis of miRNA clusters down-regulated in CRC revealed that they are predominantly located in a host gene sequence, in gene introns in most cases. None of the analysed clusters is situated on a sex chromosome. In spite of the generally accepted assumption that intron-derived miRNAs are transcribed from their host gene [11,18,20], it has recently been determined that more than 30% of intronic miRNAs possess upstream regulatory elements [21,22]. This finding is in complete agreement with our study because, with the exception of miR-15/16, TSSs independent of the host gene were found for all clusters (Table 1), which implicates cluster-specific transcriptional regulation. Moreover, we described regulation mediated by lncRNAs for at least one member of each cluster, which constitutes an additional level of miRNA regulation.
In spite of the complexity of miRNA control, it is of interest that all selected clusters show decreased expression, although, in some cases, there is still the need for experimental evidence to achieve a complete conclusion. Moreover, oncostatic functions are linked to the reviewed miRNAs, and high expression is usually associated with better patient survival, which is of interest since the abovementioned miRNAs are regulated differently. One uniform explanation for decrease in their expression in CRC tumours can be based on their active transport from cancer cells, as has been described previously [167]. However, this assumption needs to be experimentally validated. miRNA clusters that demonstrate tumour-suppressive functions have the potential to become a multi-target therapeutic tool to manipulate the amplification of several tumour-suppressive miRNAs by one promoter.
A major limitation of this study is an insufficient amount of information about the transcriptional regulation of the host gene, cluster and cluster members. In several cases, miRNA members of a particular cluster have been reported to be co-expressed; however, there is not always sufficient data to correlate the expression of clusters with their host genes in CRC tissue. Therefore, there is a lack of evidence supporting the notion that miRNA expression is regulated by host gene promoters. Moreover, post-transcriptional regulation and turnover, which can differ for particular miRNAs, probably influence the effective levels of miRNAs [11].

5. Target Genes and Functions of Identified Clusters

All miRNAs identified by literature search in this study execute their function via the broadly-conserved seed sequence and, with the exception of miR-194, belong to families containing more than one miRNA (Supplementary Table S1). There is experimental evidence supporting interference of miRNAs with decreased expression with more than 100 genes stimulating tumour progression in CRC (Supplementary Table S3). The most targeted genes were anti-apoptotic BCL2 silenced by miRNAs from five clusters and four families and pro-angiogenic VEGFA regulated by four clusters from four families. The family containing clusters miR-497/195 and miR-15/16 targets 29 oncogenes, which is the highest amount for the families involved in this study. Considering the number of targeted genes, the most influential cluster is miR-143/145, targeting 26 genes, followed by miR-206/133b silencing 16 genes and miR-15/16 and miR-215/194-1 targeting 15 genes
Experimental evidence validating in silico predictions of miRNA interactions with their target genes are most probably not complete, since miRNAs belonging to the same family rarely share the same target genes (Tables S1 and S3). In spite of incomplete experimental evidence, it is possible to implicate major directions in which clusters with decreased expression in CRC execute their oncostatic functions (Figure 1; Supplementary Table S4, GO analysis). GO analysis performed with use of the PANTHER Classification System showed that most of the target genes are classified as gene-specific transcriptional regulators, protein-modifying enzymes and cytoskeletal proteins. Classification according pathways showed that the most influenced pathways were angiogenesis, inflammation mediated by chemokine and cytokine and apoptosis signalling pathways (Supplementary Table S4, GO analysis).
The involvement of cluster miR-15/16 in CRC regulation was expected, in spite of the fact that the tumour-suppressive role of this cluster was originally discovered in chronic lymphocytic leukaemia [124]. As this cluster targets many genes, its effects are diverse, involving cell cycle control, apoptosis, cell migration and chemo- and radiosensitivity induction (Supplementary Table S3). However, it is surprising that cluster miR-143/145, known for its enrichment in vascular tissue and role in early heart morphology and vascular smooth muscle cell differentiation [61], shows such strong pleiotropic effects in CRC [138,139]. Cluster miR-206/133b, known mainly for its muscle-specific expression and capacity to regulate muscle development, function and regeneration, has been shown to be involved in regulation of CRC, mainly via its developmentally-active target genes (e.g., NOTCH3 and HOXA9). Similarly, cluster miR-302b/302c/302a/302d/367 is involved in the control of pluripotency, self-renewal and reprogramming in human embryonic stem cells [162], which although rarely studied with respect to CRC, has been found to be especially useful in the induction of sensitivity to chemotherapy [24,163]. It seems that, although down-regulated clusters show tumour-suppressive functions via a wide range of target genes, it is possible to observe specific effects in some of them. As transcription of several miRNAs can be induced by one TSS, eventually, two TSSs could be used to activate two tumour-suppressive clusters with complementary functions to achieve better outcomes.

6. Conclusions

Taken together, down-regulated clusters are in most cases localised within genes (usually within introns) and fulfil tumour-suppressive roles. In spite of growing evidence about the regulation of miRNA transcription, a unifying mechanism of their decreased expression is not available. Even if a miRNA is localised inside a host gene and is transcribed along with it, there can still be several TSSs that can regulate miRNA transcription under specific conditions. Information about the transcriptional regulation of miRNA clusters has excellent potential to be used in translational research. This assumption is supported by the presence of several clusters that share important properties—their expression is decreased in CRC and they show oncostatic capacity. Better knowledge about the transcriptional regulation of tumour-suppressive clusters in CRC may, in the future, open the possibility of multi-target therapeutic manipulation executed via the activation of one promoter.

Supplementary Materials

The following are available online at https://www.mdpi.com/1422-0067/21/13/4633/s1, Table S1: Affiliation of miRNAs to corresponding family based on seed sequence; Table S2: Experimental evidence supporting role of miRNAs as tumour suppressors or oncogenes in colorectal cancer; Table S3 miRNA target genes supported by experimental evidence in colorectal cancer tissue or cells; Table S4: GO analysis data belonging to Figure 1; Table S5: List of abbreviations.

Author Contributions

P.P.—writing, data curation and original draft preparation; R.R.—manuscript review and editing; I.H.—manuscript review and editing, conceptualization and funding acquisition. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Vedecká Grantová Agentúra MŠVVaŠ SR a SAV VEGA-1/0679/19 and Agentúra na podporu výskumu a vývoja APVV-14-0318 and APVV-16-0209.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Bray, F.; Ferlay, J.; Soerjomataram, I.; Siegel, R.L.; Torre, L.A.; Jemal, A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 2018, 68, 394–424. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Dave, V.P.; Ngo, T.A.; Pernestig, A.K.; Tilevik, D.; Kant, K.; Nguyen, T.; Wolff, A.; Bang, D.D. MicroRNA amplification and detection technologies: Opportunities and challenges for point of care diagnostics. Lab. Investig. 2019, 99, 452–469. [Google Scholar] [CrossRef] [PubMed]
  3. Boettger, T.; Braun, T. A new level of complexity: The role of microRNAs in cardiovascular development. Circ. Res. 2012, 110, 1000–1013. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Hammond, S.M. An overview of microRNAs. Adv. Drug Deliv. Rev. 2015, 87, 3–14. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. O’Brien, J.; Hayder, H.; Zayed, Y.; Peng, C. Overview of MicroRNA Biogenesis, Mechanisms of Actions, and Circulation. Front. Endocrinol. (Lausanne) 2018, 9, 402. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  6. Treiber, T.; Treiber, N.; Meister, G. Regulation of microRNA biogenesis and its crosstalk with other cellular pathways. Nat. Rev. Mol. Cell. Biol. 2019, 20, 5–20. [Google Scholar] [CrossRef]
  7. Srijyothi, L.; Ponne, S.; Prathama, T.; Ashok, C.; Baluchamy, S. Roles of Non-Coding RNAs in Transcriptional Regulation, Transcriptional and Post-transcriptional Regulation; Kais, G., Ed.; IntechOpen: London, UK, 2018. [Google Scholar] [CrossRef] [Green Version]
  8. Li, Y.; Kowdley, K.V. MicroRNAs in common human diseases. Genom. Proteom. Bioinform. 2012, 10, 246–253. [Google Scholar] [CrossRef] [Green Version]
  9. Hasáková, K.; Bezakova, J.; Vician, M.; Reis, R.; Zeman, M.; Herichova, I. Gender-dependent expression of leading and passenger strand of miR-21 and miR-16 in human colorectal cancer and adjacent colonic tissues. Physiol. Res. 2017, 66, 575–582. [Google Scholar] [CrossRef]
  10. Emmrich, S.; Rasche, M.; Schöning, J.; Reimer, C.; Keihani, S.; Maroz, A.; Xie, Y.; Li, Z.; Schambach, A.; Reinhardt, D.; et al. miR-99a/100~125b tricistrons regulate hematopoietic stem and progenitor cell homeostasis by shifting the balance between TGFβ and Wnt signaling. Genes. Dev. 2014, 28, 858–874. [Google Scholar] [CrossRef] [Green Version]
  11. Chaulk, S.G.; Ebhardt, H.A.; Fahlman, R.P. Correlations of microRNA:microRNA expression patterns reveal insights into microRNA clusters and global microRNA expression patterns. Mol. Biosyst. 2016, 12, 110–119. [Google Scholar] [CrossRef]
  12. Guo, L.; Zhao, Y.; Zhang, H.; Yang, S.; Chen, F. Integrated evolutionary analysis of human miRNA gene clusters and families implicates evolutionary relationships. Gene 2014, 534, 24–32. [Google Scholar] [CrossRef] [PubMed]
  13. Griffiths-Jones, S.; Grocock, R.J.; van Dongen, S.; Bateman, A.; Enright, A.J. miRBase: MicroRNA sequences, targets and gene nomenclature. Nucleic Acids Res. 2006, 34, 140–144. [Google Scholar] [CrossRef]
  14. Nohata, N.; Hanazawa, T.; Enokida, H.; Seki, N. microRNA-1/133a and microRNA-206/133b clusters: Dysregulation and functional roles in human cancers. Oncotarget 2012, 3, 9–21. [Google Scholar] [CrossRef] [Green Version]
  15. Slack, F.J.; Chinnaiyan, A.M. The Role of Non-coding RNAs in Oncology. Cell 2019, 179, 1033–1055. [Google Scholar] [CrossRef] [PubMed]
  16. Gougelet, A.; Desbois-Mouthon, C. Non-coding RNAs open a new chapter in liver cancer treatment. Clin. Res. Hepatol. Gastroenterol. 2019, 43, 630–637. [Google Scholar] [CrossRef] [PubMed]
  17. Xie, B.; Ding, Q.; Han, H.; Wu, D. miRCancer: A microRNA-cancer association database constructed by text mining on literature. Bioinformatics 2013, 29, 638–644. [Google Scholar] [CrossRef]
  18. Rodriguez, A.; Griffiths-Jones, S.; Ashurst, J.L.; Bradley, A. Identification of mammalian microRNA host genes and transcription units. Genome Res. 2004, 14, 1902–1910. [Google Scholar] [CrossRef] [Green Version]
  19. Patel, V.D.; Capra, J.A. Ancient human miRNAs are more likely to have broad functions and disease associations than young miRNAs. BMC Genom. 2017, 18, 672. [Google Scholar] [CrossRef]
  20. Baskerville, S.; Bartel, D.P. Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes. RNA 2005, 11, 241–247. [Google Scholar] [CrossRef] [Green Version]
  21. Ozsolak, F.; Poling, L.L.; Wang, Z.; Liu, H.; Liu, X.S.; Roeder, R.G.; Zhang, X.; Song, J.S.; Fisher, D.E. Chromatin structure analyses identify miRNA promoters. Genes Dev. 2008, 22, 3172–3183. [Google Scholar] [CrossRef] [Green Version]
  22. Monteys, A.M.; Spengler, R.M.; Wan, J.; Tecedor, L.; Lennox, K.A.; Xing, Y.; Davidson, B.L. Structure and activity of putative intronic miRNA promoters. RNA 2010, 16, 495–505. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Chen, H.; Xu, Z. Hypermethylation-Associated Silencing of miR-125a and miR-125b: A Potential Marker in Colorectal Cancer. Dis. Markers 2015, 2015, 345080. [Google Scholar] [CrossRef] [Green Version]
  24. Shi, L.; Li, X.; Wu, Z.; Li, X.; Nie, J.; Guo, M.; Mei, Q.; Han, W. DNA methylation-mediated repression of miR-181a/135a/302c expression promotes the microsatellite-unstable colorectal cancer development and 5-FU resistance via targeting PLAG1. J. Genet. Genom. 2018, 45, 205–214. [Google Scholar] [CrossRef] [PubMed]
  25. Gulyaeva, L.F.; Kushlinskiy, N.E. Regulatory mechanisms of microRNA expression. J. Transl. Med. 2016, 14, 143. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Chan, J.J.; Tay, Y. Noncoding RNA: RNA Regulatory Networks in Cancer. Int. J. Mol. Sci. 2018, 19, 1310. [Google Scholar] [CrossRef] [Green Version]
  27. Cui, C.; Yang, W.; Shi, J.; Zhou, Y.; Yang, J.; Cui, Q.; Zhou, Y. Identification and Analysis of Human Sex-biased MicroRNAs. Genom. Proteom. Bioinform. 2018, 6, 200–211. [Google Scholar] [CrossRef] [PubMed]
  28. Hasakova, K.; Reis, R.; Vician, M.; Zeman, M.; Herichova, I. Expression of miR-34a-5p is up-regulated in human colorectal cancer and correlates with survival and clock gene PER2 expression. PLoS ONE 2019, 14, e0224396. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  29. Bahnassy, A.A.; Salem, S.E.; El-Sayed, M.; Khorshid, O.; Abdellateif, M.S.; Youssef, A.S.; Mohanad, M.; Hussein, M.; Zekri, A.N.; Ali, N.M. MiRNAs as molecular biomarkers in stage II egyptian colorectal cancer patients. Exp. Mol. Pathol. 2018, 105, 260–271. [Google Scholar] [CrossRef]
  30. Morgan, C.P.; Bale, T.L. Sex differences in microRNA-mRNA networks: Examination of novel epigenetic programming mechanisms in the sexually dimorphic neonatal hypothalamus. Biol. Sex. Differ. 2017, 8, 27. [Google Scholar] [CrossRef]
  31. Klinge, C.M. miRNAs regulated by estrogens, tamoxifen, and endocrine disruptors and their downstream gene targets. Mol. Cell. Endocrinol. 2015, 418, 273–297. [Google Scholar] [CrossRef] [Green Version]
  32. Cohen, A.; Burgos-Aceves, M.A.; Smith, Y. Estrogen repression of microRNA as a potential cause of cancer. Biomed. Pharmacother. 2016, 78, 234–238. [Google Scholar] [CrossRef] [PubMed]
  33. Sureban, S.M.; May, R.; Ramalingam, S.; Subramaniam, D.; Natarajan, G.; Anant, S.; Houchen, C.W. Selective blockade of DCAMKL-1 results in tumor growth arrest by a Let-7a MicroRNA-dependent mechanism. Gastroenterology 2009, 137, 649–659. [Google Scholar] [CrossRef] [Green Version]
  34. Zhang, Z.; Feng, L.; Liu, P.; Duan, W. ANRIL promotes chemoresistance via disturbing expression of ABCC1 by regulating the expression of Let-7a in colorectal cancer. Biosci. Rep. 2018, 38, BSR20180620. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Chen, D.; Sun, Q.; Zhang, L.; Zhou, X.; Cheng, X.; Zhou, D.; Ye, F.; Lin, J.; Wang, W. The lncRNA HOXA11-AS functions as a competing endogenous RNA to regulate PADI2 expression by sponging miR-125a-5p in liver metastasis of colorectal cancer. Oncotarget 2017, 8, 70642–70652. [Google Scholar] [CrossRef]
  36. Zhang, X.; Xu, Y.; Yamaguchi, K.; Hu, J.; Zhang, L.; Wang, J.; Tian, J.; Chen, W. Circular RNA circVAPA knockdown suppresses colorectal cancer cell growth process by regulating miR-125a/CREB5 axis. Cancer Cell Int. 2020, 20, 103. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  37. Wang, J.K.; Wang, Z.; Li, G. MicroRNA-125 in immunity and cancer. Cancer Lett. 2019, 454, 134–145. [Google Scholar] [CrossRef] [PubMed]
  38. Wang, F.; Zhang, P.; Ma, Y.; Yang, J.; Moyer, M.P.; Shi, C.; Peng, J.; Qin, H. NIRF is frequently upregulated in colorectal cancer and its oncogenicity can be suppressed by let-7a microRNA. Cancer Lett. 2012, 314, 223–231. [Google Scholar] [CrossRef] [PubMed]
  39. Li, B.; Chen, P.; Chang, Y.; Qi, J.; Fu, H.; Guo, H. Let-7a inhibits tumor cell growth and metastasis by directly targeting RTKN in human colon cancer. Biochem. Biophys. Res. Commun. 2016, 478, 739–745. [Google Scholar] [CrossRef]
  40. Han, H.B.; Gu, J.; Zuo, H.J.; Chen, Z.G.; Zhao, W.; Li, M.; Ji, D.B.; Lu, Y.Y.; Zhang, Z.Q. Let-7c functions as a metastasis suppressor by targeting MMP11 and PBX3 in colorectal cancer. J. Pathol. 2012, 226, 544–555. [Google Scholar] [CrossRef]
  41. Khodadadi Kohlan, A.; Saidijam, M.; Amini, R.; Samadi, P.; Najafi, R. Induction of let-7e gene expression attenuates oncogenic phenotype in HCT-116 colorectal cancer cells through targeting of DCLK1 regulation. Life. Sci. 2019, 228, 221–227. [Google Scholar] [CrossRef]
  42. Shan, Y.; Liu, Y.; Zhao, L.; Liu, B.; Li, Y.; Jia, L. MicroRNA-33a and let-7e inhibit human colorectal cancer progression by targeting ST8SIA1. Int. J. Biochem. Cell. Biol. 2017, 90, 48–58. [Google Scholar] [CrossRef]
  43. Samadi, P.; Afshar, S.; Amini, R.; Najafi, R.; Mahdavinezhad, A.; Sedighi Pashaki, A.; Gholami, M.H.; Saidijam, M. Let-7e enhances the radiosensitivity of colorectal cancer cells by directly targeting insulin-like growth factor 1 receptor. J. Cell Physiol. 2019, 234, 10718–10725. [Google Scholar] [CrossRef]
  44. Li, Z.; Pan, W.; Shen, Y.; Chen, Z.; Zhang, L.; Zhang, Y.; Luo, Q.; Ying, X. IGF1/IGF1R and microRNA let-7e down-regulate each other and modulate proliferation and migration of colorectal cancer cells. Cell Cycle 2018, 17, 1212–1219. [Google Scholar] [CrossRef] [Green Version]
  45. Bhattacharjya, S.; Roy, K.S.; Ganguly, A.; Sarkar, S.; Panda, C.K.; Bhattacharyya, D.; Bhattacharyya, N.P.; Roychoudhury, S. Inhibition of nucleoporin member Nup214 expression by miR-133b perturbs mitotic timing and leads to cell death. Mol. Cancer 2015, 14, 42. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  46. Shaham, L.; Binder, V.; Gefen, N.; Borkhardt, A.; Izraeli, S. MiR-125 in normal and malignant hematopoiesis. Leukemia 2012, 26, 2011–2018. [Google Scholar] [CrossRef]
  47. Chien, C.H.; Sun, Y.M.; Chang, W.C.; Chiang-Hsieh, P.Y.; Lee, T.Y.; Tsai, W.C.; Horng, J.T.; Tsou, A.P.; Huang, H.D. Identifying transcriptional start sites of human microRNAs based on high-throughput sequencing data. Nucleic Acids Res. 2011, 39, 9345–9356. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  48. Li, W.; Yuan, F.; Zhang, X.; Chen, W.; Tang, X.; Lu, L. Elevated MIR100HG promotes colorectal cancer metastasis and is associated with poor prognosis. Oncol. Lett. 2019, 18, 6483–6490. [Google Scholar] [CrossRef] [Green Version]
  49. Corcoran, D.L.; Pandit, K.V.; Gordon, B.; Bhattacharjee, A.; Kaminski, N.; Benos, P.V. Features of mammalian microRNA promoters emerge from polymerase II chromatin immunoprecipitation data. PLoS ONE 2009, 4, e5279. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  50. Gao, J.; Aksoy, B.A.; Dogrusoz, U.; Dresdner, G.; Gross, B.; Sumer, S.O.; Sun, Y.; Jacobsen, A.; Sinha, R.; Larsson, E.; et al. Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci. Signal. 2013, 6, l1. [Google Scholar] [CrossRef] [Green Version]
  51. Cerami, E.; Gao, J.; Dogrusoz, U.; Gross, B.E.; Sumer, S.O.; Aksoy, B.A.; Jacobsen, A.; Byrne, C.J.; Heuer, M.L.; Larsson, E.; et al. The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data. Cancer Discov. 2012, 2, 401–404. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  52. Cancer Genome Atlas Network. Comprehensive molecular characterization of human colon and rectalcancer. Nature 2012, 487, 330–337. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  53. Fujita, S.; Iba, H. Putative promoter regions of miRNA genes involved in evolutionarily conserved regulatory systems among vertebrates. Bioinformatics 2008, 24, 303–308. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  54. Landgraf, P.; Rusu, M.; Sheridan, R.; Sewer, A.; Iovino, N.; Aravin, A.; Pfeffer, S.; Rice, A.; Kamphorst, A.O.; Landthaler, M.; et al. A mammalian microRNA expression atlas based on small RNA library sequencing. Cell 2007, 129, 1401–1414. [Google Scholar] [CrossRef] [Green Version]
  55. Jenkins, R.H.; Martin, J.; Phillips, A.O.; Bowen, T.; Fraser, D.J. Transforming growth factor β1 represses proximal tubular cell microRNA-192 expression through decreased hepatocyte nuclear factor DNA binding. Biochem. J. 2012, 443, 407–416. [Google Scholar] [CrossRef]
  56. Hino, K.; Tsuchiya, K.; Fukao, T.; Kiga, K.; Okamoto, R.; Kanai, T.; Watanabe, M. Inducible expression of microRNA-194 is regulated by HNF-1alpha during intestinal epithelial cell differentiation. RNA 2008, 14, 1433–1442. [Google Scholar] [CrossRef] [Green Version]
  57. Braun, C.J.; Zhang, X.; Savelyeva, I.; Wolff, S.; Moll, U.M.; Schepeler, T.; Ørntoft, T.F.; Andersen, C.L.; Dobbelstein, M. p53-Responsive micrornas 192 and 215 are capable of inducing cell cycle arrest. Cancer Res. 2008, 68, 10094–10104. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  58. Marson, A.; Levine, S.S.; Cole, M.F.; Frampton, G.M.; Brambrink, T.; Johnstone, S.; Guenther, M.G.; Johnston, W.K.; Wernig, M.; Newman, J.; et al. Connecting microRNA genes to the core transcriptional regulatory circuitry of embryonic stem cells. Cell 2008, 134, 521–533. [Google Scholar] [CrossRef] [Green Version]
  59. Jones, M.F.; Hara, T.; Francis, P.; Li, X.L.; Bilke, S.; Zhu, Y.; Pineda, M.; Subramanian, M.; Bodmer, W.F.; Lal, A. The CDX1-microRNA-215 axis regulates colorectal cancer stem cell differentiation. Proc. Natl. Acad. Sci. USA 2015, 112, 1550–1558. [Google Scholar] [CrossRef] [Green Version]
  60. Iio, A.; Nakagawa, Y.; Hirata, I.; Naoe, T.; Akao, Y. Identification of non-coding RNAs embracing microRNA-143/145 cluster. Mol. Cancer. 2010, 9, 136. [Google Scholar] [CrossRef] [Green Version]
  61. Plaisance, I.; Perruchoud, S.; Fernandez-Tenorio, M.; Gonzales, C.; Ounzain, S.; Ruchat, P.; Nemir, M.; Niggli, E.; Pedrazzini, T. Cardiomyocyte Lineage Specification in Adult Human Cardiac Precursor Cells Via Modulation of Enhancer-Associated Long Noncoding RNA Expression. JACC Basic Transl. Sci. 2016, 1, 472–493. [Google Scholar] [CrossRef] [Green Version]
  62. Wang, W.; Ji, G.; Xiao, X.; Chen, X.; Qin, W.W.; Yang, F.; Li, Y.F.; Fan, L.N.; Xi, W.J.; Huo, Y.; et al. Epigenetically regulated miR-145 suppresses colon cancer invasion and metastasis by targeting LASP1. Oncotarget 2016, 7, 68674–68687. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Barroso-del Jesus, A.; Romero-López, C.; Lucena-Aguilar, G.; Melen, G.J.; Sanchez, L.; Ligero, G.; Berzal-Herranz, A.; Menendez, P. Embryonic stem cell-specific miR302-367 cluster: Human gene structure and functional characterization of its core promoter. Mol. Cell Biol. 2008, 28, 6609–6619. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  64. Menigatti, M.; Staiano, T.; Manser, C.N.; Bauerfeind, P.; Komljenovic, A.; Robinson, M.; Jiricny, J.; Buffoli, F.; Marra, G. Epigenetic silencing of monoallelically methylated miRNA loci in precancerous colorectal lesions. Oncogenesis 2013, 2, e56. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Zhu, P.; Liu, J.; Lu, M.; Wu, G.; Lin, X.; Cai, L.; Zhang, X. Influence and mechanism of miR-99a suppressing development of colorectal cancer (CRC) with diabetes mellitus (DM). OncoTargets Ther. 2019, 12, 10311–10321. [Google Scholar] [CrossRef] [Green Version]
  66. Li, W.; Chang, J.; Wang, S.; Liu, X.; Peng, J.; Huang, D.; Sun, M.; Chen, Z.; Zhang, W.; Guo, W.; et al. miRNA-99b-5p suppresses liver metastasis of colorectal cancer by down-regulating mTOR. Oncotarget 2015, 6, 24448–24462. [Google Scholar] [CrossRef] [Green Version]
  67. Peng, H.; Luo, J.; Hao, H.; Hu, J.; Xie, S.K.; Ren, D.; Rao, B. MicroRNA-100 regulates SW620 colorectal cancer cell proliferation and invasion by targeting RAP1B. Oncol. Rep. 2014, 31, 2055–2062. [Google Scholar] [CrossRef]
  68. Tong, Z.; Liu, N.; Lin, L.; Guo, X.; Yang, D.; Zhang, Q. miR-125a-5p inhibits cell proliferation and induces apoptosis in colon cancer via targeting BCL2, BCL2L12 and MCL1. Biomed. Pharmacother. 2015, 75, 129–136. [Google Scholar] [CrossRef]
  69. Yang, X.; Qiu, J.; Kang, H.; Wang, Y.; Qian, J. miR-125a-5p suppresses colorectal cancer progression by targeting VEGFA. Cancer. Manag. Res. 2018, 10, 5839–5853. [Google Scholar] [CrossRef] [Green Version]
  70. Li, D.; Xu, X.; Miao, J.; Cai, J. MicroRNA-125a inhibits tumorigenesis by targeting Smurf1 in colorectal carcinoma. FEBS Open Bio 2019, 9, 1305–1314. [Google Scholar] [CrossRef] [Green Version]
  71. Tang, L.; Zhou, L.; Wu, S.; Shi, X.; Jiang, G.; Niu, S.; Ding, D. miR-125a-5p inhibits colorectal cancer cell epithelial-mesenchymal transition, invasion and migration by targeting TAZ. Onco. Targets. Ther. 2019, 12, 3481–3489. [Google Scholar] [CrossRef] [Green Version]
  72. Liang, L.; Gao, C.; Li, Y.; Sun, M.; Xu, J.; Li, H.; Jia, L.; Zhao, Y. miR-125a-3p/FUT5-FUT6 axis mediates colorectal cancer cell proliferation, migration, invasion and pathological angiogenesis via PI3K-Akt pathway. Cell Death Dis. 2017, 8, e2968. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Zhang, X.; Ma, X.; An, H.; Xu, C.; Cao, W.; Yuan, W.; Ma, J. Upregulation of microRNA-125b by G-CSF promotes metastasis in colorectal cancer. Oncotarget 2017, 8, 50642–50654. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  74. Lee, W.; Park, Y.L.; Kim, N.; Oh, H.H.; Son, D.J.; Kim, M.Y.; Oak, C.Y.; Chung, C.Y.; Park, H.C.; Kim, J.S.; et al. Myeloid cell leukemia-1 is associated with tumor progression by inhibiting apoptosis and enhancing angiogenesis in colorectal cancer. Am. J. Cancer Res. 2014, 5, 101–113. [Google Scholar]
  75. Yu, X.; Shi, W.; Zhang, Y.; Wang, X.; Sun, S.; Song, Z.; Liu, M.; Zeng, Q.; Cui, S.; Qu, X. CXCL12/CXCR4 axis induced miR-125b promotes invasion and confers 5-fluorouracil resistance through enhancing autophagy in colorectal cancer. Sci. Rep. 2017, 7, 42226. [Google Scholar] [CrossRef] [PubMed]
  76. Chen, W.S.; Leung, C.M.; Pan, H.W.; Hu, L.Y.; Li, S.C.; Ho, M.R.; Tsai, K.W. Silencing of miR-1-1 and miR-133a-2 cluster expression by DNA hypermethylation in colorectal cancer. Oncol. Rep. 2012, 28, 1069–1076. [Google Scholar] [CrossRef] [Green Version]
  77. Xu, Z.; Zhu, C.; Chen, C.; Zong, Y.; Feng, H.; Liu, D.; Feng, W.; Zhao, J.; Lu, A. CCL19 suppresses angiogenesis through promoting miR-206 and inhibiting Met/ERK/Elk-1/HIF-1α/VEGF-A pathway in colorectal cancer. Cell Death Dis. 2018, 9, 974. [Google Scholar] [CrossRef] [Green Version]
  78. Lei, X.; Li, L.; Duan, X. Long non-coding RNA ABHD11-AS1 promotes colorectal cancer development through regulation of miR-133a/SOX4 axis. Biosci. Rep. 2018, 38, BSR20181386. [Google Scholar] [CrossRef] [Green Version]
  79. Yu, X.; Wang, D.; Wang, X.; Sun, S.; Zhang, Y.; Wang, S.; Miao, R.; Xu, X.; Qu, X. CXCL12/CXCR4 promotes inflammation-driven colorectal cancer progression through activation of RhoA signaling by sponging miR-133a-3p. J. Exp. Clin. Cancer Res. 2019, 38, 32. [Google Scholar] [CrossRef]
  80. Lv, L.; He, L.; Chen, S.; Yu, Y.; Che, G.; Tao, X.; Wang, S.; Jian, Z.; Zhang, X. Long Non-coding RNA LINC00114 Facilitates Colorectal Cancer Development Through EZH2/DNMT1-Induced miR-133b Suppression. Front. Oncol. 2019, 9, 1383. [Google Scholar] [CrossRef] [Green Version]
  81. Zhou, J.; Zou, Y.; Hu, G.; Lin, C.; Guo, Y.; Gao, K.; Wu, M. Facilitating colorectal cancer cell metastasis by targeted binding of long non-coding RNA ENSG00000231881 with miR-133b via VEGFC signaling pathway. Biochem. Biophys. Res. Commun. 2019, 509, 1–7. [Google Scholar] [CrossRef]
  82. Li, Z.; Liu, J.; Chen, H.; Zhang, Y.; Shi, H.; Huang, L.; Tao, J.; Shen, R.; Wang, T. Ferritin Light Chain (FTL) competes with long noncoding RNA Linc00467 for miR-133b binding site to regulate chemoresistance and metastasis of colorectal cancer. Carcinogenesis 2019. [Google Scholar] [CrossRef] [PubMed]
  83. Shao, H.J.; Li, Q.; Shi, T.; Zhang, G.Z.; Shao, F. LINC00707 promotes cell proliferation and invasion of colorectal cancer via miR-206/FMNL2 axis. Eur. Rev. Med. Pharmacol. Sci. 2019, 23, 3749–3759. [Google Scholar] [CrossRef]
  84. Zhu, H.; He, G.; Wang, Y.; Hu, Y.; Zhang, Z.; Qian, X.; Wang, Y. Long intergenic noncoding RNA 00707 promotes colorectal cancer cell proliferation and metastasis by sponging miR-206. OncoTargets. Ther. 2019, 12, 4331–4340. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  85. Xu, L.; Zhang, Y.; Wang, H.; Zhang, G.; Ding, Y.; Zhao, L. Tumor suppressor miR-1 restrains epithelial-mesenchymal transition and metastasis of colorectal carcinoma via the MAPK and PI3K/AKT pathway. J. Transl. Med. 2014, 12, 244. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  86. Xu, X.; Wu, X.; Jiang, Q.; Sun, Y.; Liu, H.; Chen, R.; Wu, S. Downregulation of microRNA-1 and microRNA-145 contributes synergistically to the development of colon cancer. Int. J. Mol. Med. 2015, 36, 1630–1638. [Google Scholar] [CrossRef] [PubMed]
  87. Zhu, D.; Sun, Y.; Zhang, D.; Dong, M.; Jiang, G.; Zhang, X.; Zhou, J. miR-1 inhibits the progression of colon cancer by regulating the expression of vascular endothelial growth factor. Oncol. Rep. 2018, 40, 589–598. [Google Scholar] [CrossRef]
  88. Furukawa, S.; Kawasaki, Y.; Miyamoto, M.; Hiyoshi, M.; Kitayama, J.; Akiyama, T. The miR-1-NOTCH3-Asef pathway is important for colorectal tumor cell migration. PLoS ONE 2013, 8, e80609. [Google Scholar] [CrossRef] [PubMed]
  89. Xu, W.; Zhang, Z.; Zou, K.; Cheng, Y.; Yang, M.; Chen, H.; Wang, H.; Zhao, J.; Chen, P.; He, L.; et al. MiR-1 suppresses tumor cell proliferation in colorectal cancer by inhibition of Smad3-mediated tumor glycolysis. Cell Death Dis. 2017, 8, e2761. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  90. Sun, P.; Sun, D.; Wang, X.; Liu, T.; Ma, Z.; Duan, L. miR-206 is an independent prognostic factor and inhibits tumor invasion and migration in colorectal cancer. Cancer Biomark. 2015, 15, 391–396. [Google Scholar] [CrossRef]
  91. Ren, X.L.; He, G.Y.; Li, X.M.; Men, H.; Yi, L.Z.; Lu, G.F.; Xin, S.N.; Wu, P.X.; Li, Y.L.; Liao, W.T.; et al. MicroRNA-206 functions as a tumor suppressor in colorectal cancer by targeting FMNL2. J. Cancer Res. Clin. Oncol. 2016, 142, 581–592. [Google Scholar] [CrossRef]
  92. Wang, X.W.; Xi, X.Q.; Wu, J.; Wan, Y.Y.; Hui, H.X.; Cao, X.F. MicroRNA-206 attenuates tumor proliferation and migration involving the downregulation of NOTCH3 in colorectal cancer. Oncol. Rep. 2015, 33, 1402–1410. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  93. Park, Y.R.; Seo, S.Y.; Kim, S.L.; Zhu, S.M.; Chun, S.; Oh, J.M.; Lee, M.R.; Kim, S.H.; Kim, I.H.; Lee, S.O.; et al. MiRNA-206 suppresses PGE2-induced colorectal cancer cell proliferation, migration, and invasion by targetting TM4SF1. Biosci. Rep. 2018, 38, BSR20180664. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  94. Meng, X.; Fu, R. miR-206 regulates 5-FU resistance by targeting Bcl-2 in colon cancer cells. OncoTargets Ther. 2018, 11, 1757–1765. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  95. Dong, Y.; Zhao, J.; Wu, C.W.; Zhang, L.; Liu, X.; Kang, W.; Leung, W.W.; Zhang, N.; Chan, F.K.; Sung, J.J.; et al. Tumor suppressor functions of miR-133a in colorectal cancer. Mol. Cancer. Res. 2013, 11, 1051–1060. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  96. Wang, H.; An, H.; Wang, B.; Liao, Q.; Li, W.; Jin, X.; Cui, S.; Zhang, Y.; Ding, Y.; Zhao, L. miR-133a represses tumour growth and metastasis in colorectal cancer by targeting LIM and SH3 protein 1 and inhibiting the MAPK pathway. Eur. J. Cancer 2013, 49, 3924–3935. [Google Scholar] [CrossRef]
  97. Zheng, K.; Liu, W.; Liu, Y.; Jiang, C.; Qian, Q. MicroRNA-133a suppresses colorectal cancer cell invasion by targeting Fascin1. Oncol. Lett. 2015, 9, 869–874. [Google Scholar] [CrossRef] [Green Version]
  98. Zhou, G.Q.; Han, F.; Shi, Z.L.; Yu, L.; Li, X.F.; Yu, C.; Shen, C.L.; Wan, D.W.; Zhu, X.G.; Li, R.; et al. miR-133a-3p Targets SUMO-Specific Protease 1 to Inhibit Cell Proliferation and Cell Cycle Progress in Colorectal Cancer. Oncol. Res. 2018, 26, 795–800. [Google Scholar] [CrossRef]
  99. Li, W.; Chen, A.; Xiong, L.; Chen, T.; Tao, F.; Lu, Y.; He, Q.; Zhao, L.; Ou, R.; Xu, Y. miR-133a acts as a tumor suppressor in colorectal cancer by targeting eIF4A1. Tumour. Biol. 2017, 39, 1010428317698389. [Google Scholar] [CrossRef] [Green Version]
  100. Duan, F.T.; Qian, F.; Fang, K.; Lin, K.Y.; Wang, W.T.; Chen, Y.Q. miR-133b, a muscle-specific microRNA, is a novel prognostic marker that participates in the progression of human colorectal cancer via regulation of CXCR4 expression. Mol. Cancer 2013, 12, 164. [Google Scholar] [CrossRef] [Green Version]
  101. Zhou, J.; Lv, L.; Lin, C.; Hu, G.; Guo, Y.; Wu, M.; Tian, B.; Li, X. Combinational treatment with microRNA-133b and cetuximab has increased inhibitory effects on the growth and invasion of colorectal cancer cells by regulating EGFR. Mol. Med. Rep. 2015, 12, 5407–5414. [Google Scholar] [CrossRef] [Green Version]
  102. Wang, X.; Bu, J.; Liu, X.; Wang, W.; Mai, W.; Lv, B.; Zou, J.; Mo, X.; Li, X.; Wang, J.; et al. miR-133b suppresses metastasis by targeting HOXA9 in human colorectal cancer. Oncotarget 2017, 8, 63935–63948. [Google Scholar] [CrossRef] [Green Version]
  103. Hu, G.; Chen, D.; Li, X.; Yang, K.; Wang, H.; Wu, W. miR-133b regulates the MET proto-oncogene and inhibits the growth of colorectal cancer cells in vitro and in vivo. Cancer Biol. Ther. 2010, 10, 190–197. [Google Scholar] [CrossRef] [Green Version]
  104. Sundaram, P.; Hultine, S.; Smith, L.M.; Dews, M.; Fox, J.L.; Biyashev, D.; Schelter, J.M.; Huang, Q.; Cleary, M.A.; Volpert, O.V.; et al. p53-responsive miR-194 inhibits thrombospondin-1 and promotes angiogenesis in colon cancers. Cancer Res. 2011, 71, 7490–7501. [Google Scholar] [CrossRef] [Green Version]
  105. Chang, H.Y.; Ye, S.P.; Pan, S.L.; Kuo, T.T.; Liu, B.C.; Chen, Y.; Huang, T.C. Overexpression of miR-194 Reverses HMGA2-driven Signatures in Colorectal Cancer. Theranostics 2017, 7, 3889–3900. [Google Scholar] [CrossRef] [PubMed]
  106. Li, C.F.; Li, Y.C.; Wang, Y.; Sun, L.B. The Effect of LncRNA H19/miR-194-5p Axis on the Epithelial-Mesenchymal Transition of Colorectal Adenocarcinoma. Cell Physiol. Biochem. 2018, 50, 196–213. [Google Scholar] [CrossRef]
  107. Cai, Y.; Yan, P.; Zhang, G.; Yang, W.; Wang, H.; Cheng, X. Long non-coding RNA TP73-AS1 sponges miR-194 to promote colorectal cancer cell proliferation, migration and invasion via up-regulating TGFα. Cancer Biomark. 2018, 23, 145–156. [Google Scholar] [CrossRef]
  108. Chen, D.L.; Lu, Y.X.; Zhang, J.X.; Wei, X.L.; Wang, F.; Zeng, Z.L.; Pan, Z.Z.; Yuan, Y.F.; Wang, F.H.; Pelicano, H.; et al. Long non-coding RNA UICLM promotes colorectal cancer liver metastasis by acting as a ceRNA for microRNA-215 to regulate ZEB2 expression. Theranostics 2017, 7, 4836–4849. [Google Scholar] [CrossRef] [PubMed]
  109. Yang, Y.; Zhang, J.; Chen, X.; Xu, X.; Cao, G.; Li, H.; Wu, T. LncRNA FTX sponges miR-215 and inhibits phosphorylation of vimentin for promoting colorectal cancer progression. Gene Ther. 2018, 25, 321–330. [Google Scholar] [CrossRef]
  110. Ullmann, P.; Nurmik, M.; Schmitz, M.; Rodriguez, F.; Weiler, J.; Qureshi-Baig, K.; Felten, P.; Nazarov, P.V.; Nicot, N.; Zuegel, N.; et al. Tumor suppressor miR-215 counteracts hypoxia-induced colon cancer stem cell activity. Cancer Lett. 2019, 450, 32–41. [Google Scholar] [CrossRef]
  111. Sakatani, A.; Sonohara, F.; Goel, A. Melatonin-mediated downregulation of thymidylate synthase as a novel mechanism for overcoming 5-fluorouracil associated chemoresistance in colorectal cancer cells. Carcinogenesis 2019, 40, 422–431. [Google Scholar] [CrossRef]
  112. Wang, B.; Shen, Z.L.; Gao, Z.D.; Zhao, G.; Wang, C.Y.; Yang, Y.; Zhang, J.Z.; Yan, Y.C.; Shen, C.; Jiang, K.W.; et al. MiR-194, commonly repressed in colorectal cancer, suppresses tumor growth by regulating the MAP4K4/c-Jun/MDM2 signaling pathway. Cell Cycle 2015, 14, 1046–1058. [Google Scholar] [CrossRef] [Green Version]
  113. Zhao, H.J.; Ren, L.L.; Wang, Z.H.; Sun, T.T.; Yu, Y.N.; Wang, Y.C.; Yan, T.T.; Zou, W.; He, J.; Zhang, Y.; et al. MiR-194 deregulation contributes to colorectal carcinogenesis via targeting AKT2 pathway. Theranostics 2014, 4, 1193–1208. [Google Scholar] [CrossRef] [Green Version]
  114. Geng, L.; Chaudhuri, A.; Talmon, G.; Wisecarver, J.L.; Are, C.; Brattain, M.; Wang, J. MicroRNA-192 suppresses liver metastasis of colon cancer. Oncogene 2014, 33, 5332–5340. [Google Scholar] [CrossRef] [Green Version]
  115. Chen, Z.; Han, S.; Huang, W.; Wu, J.; Liu, Y.; Cai, S.; He, Y.; Wu, S.; Song, W. MicroRNA-215 suppresses cell proliferation, migration and invasion of colon cancer by repressing Yin-Yang 1. Biochem. Biophys. Res. Commun. 2016, 479, 482–488. [Google Scholar] [CrossRef] [PubMed]
  116. Song, B.; Wang, Y.; Titmus, M.A.; Botchkina, G.; Formentini, A.; Kornmann, M.; Ju, J. Molecular mechanism of chemoresistance by miR-215 in osteosarcoma and colon cancer cells. Mol. Cancer 2010, 9, 96. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  117. Karaayvaz, M.; Pal, T.; Song, B.; Zhang, C.; Georgakopoulos, P.; Mehmood, S.; Burke, S.; Shroyer, K.; Ju, J. Prognostic significance of miR-215 in colon cancer. Clin. Colorectal. Cancer 2011, 10, 340–347. [Google Scholar] [CrossRef] [Green Version]
  118. Vychytilova-Faltejskova, P.; Merhautova, J.; Machackova, T.; Gutierrez-Garcia, I.; Garcia-Solano, J.; Radova, L.; Brchnelova, D.; Slaba, K.; Svoboda, M.; Halamkova, J.; et al. MiR-215-5p is a tumor suppressor in colorectal cancer targeting EGFR ligand epiregulin and its transcriptional inducer HOXB9. Oncogenesis 2017, 6, 399. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  119. Zhao, J.; Xu, J.; Zhang, R. SRPX2 regulates colon cancer cell metabolism by miR-192/215 via PI3K-Akt. Am. J. Transl. Res. 2018, 10, 483–490. [Google Scholar] [PubMed]
  120. Li, X.W.; Qiu, S.J.; Zhang, X. Overexpression of miR-215-3p sensitizes colorectal cancer to 5-fluorouracil induced apoptosis through regulating CXCR1. Eur. Rev. Med. Pharmacol. Sci. 2018, 22, 7240–7250. [Google Scholar] [CrossRef] [PubMed]
  121. Wang, L.; Zhang, X.; Sheng, L.; Qiu, C.; Luo, R. LINC00473 promotes the Taxol resistance via miR-15a in colorectal cancer. Biosci. Rep. 2018, 38, BSR20180790. [Google Scholar] [CrossRef] [Green Version]
  122. Sun, L.N.; Zhi, Z.; Chen, L.Y.; Zhou, Q.; Li, X.M.; Gan, W.J.; Chen, S.; Yang, M.; Liu, Y.; Shen, T.; et al. SIRT1 suppresses colorectal cancer metastasis by transcriptional repression of miR-15b-5p. Cancer. Lett. 2017, 409, 104–115. [Google Scholar] [CrossRef] [PubMed]
  123. Liu, Y.; Zhou, J.; Wang, S.; Song, Y.; Zhou, J.; Ren, F. Long non-coding RNA SNHG12 promotes proliferation and invasion of colorectal cancer cells by acting as a molecular sponge of microRNA-16. Exp. Ther. Med. 2019, 18, 1212–1220. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  124. Dai, L.; Wang, W.; Zhang, S.; Jiang, Q.; Wang, R.; Dai, L.; Cheng, L.; Yang, Y.; Wei, Y.Q.; Deng, H.X. Vector-based miR-15a/16-1 plasmid inhibits colon cancer growth in vivo. Cell Biol. Int. 2012, 36, 765–770. [Google Scholar] [CrossRef] [PubMed]
  125. Gopalan, V.; Ebrahimi, F.; Islam, F.; Vider, J.; Qallandar, O.B.; Pillai, S.; Lu, C.T.; Lam, A.K. Tumour suppressor properties of miR-15a and its regulatory effects on BCL2 and SOX2 proteins in colorectal carcinomas. Exp. Cell. Res. 2018, 370, 245–253. [Google Scholar] [CrossRef] [Green Version]
  126. Shi, L.; Jackstadt, R.; Siemens, H.; Li, H.; Kirchner, T.; Hermeking, H. p53-induced miR-15a/16-1 and AP4 form a double-negative feedback loop to regulate epithelial-mesenchymal transition and metastasis in colorectal cancer. Cancer Res. 2014, 74, 532–542. [Google Scholar] [CrossRef] [Green Version]
  127. Fesler, A.; Liu, H.; Ju, J. Modified miR-15a has therapeutic potential for improving treatment of advanced stage colorectal cancer through inhibition of BCL2, BMI1, YAP1 and DCLK1. Oncotarget 2017, 9, 2367–2383. [Google Scholar] [CrossRef] [Green Version]
  128. You, C.; Liang, H.; Sun, W.; Li, J.; Liu, Y.; Fan, Q.; Zhang, H.; Yue, X.; Li, J.; Chen, X.; et al. Deregulation of the miR-16-KRAS axis promotes colorectal cancer. Sci. Rep. 2016, 6, 37459. [Google Scholar] [CrossRef] [Green Version]
  129. Yang, I.P.; Tsai, H.L.; Huang, C.W.; Lu, C.Y.; Miao, Z.F.; Chang, S.F.; Juo, S.H.; Wang, J.Y. High blood sugar levels significantly impact the prognosis of colorectal cancer patients through down-regulation of microRNA-16 by targeting Myb and VEGFR2. Oncotarget 2016, 7, 18837–18850. [Google Scholar] [CrossRef]
  130. Xu, Y.; Shen, L.; Li, F.; Yang, J.; Wan, X.; Ouyang, M. microRNA-16-5p-containing exosomes derived from bone marrow-derived mesenchymal stem cells inhibit proliferation, migration, and invasion, while promoting apoptosis of colorectal cancer cells by downregulating ITGA2. J. Cell. Physiol. 2019, 234, 21380–21394. [Google Scholar] [CrossRef]
  131. Ma, Q.; Wang, X.; Li, Z.; Li, B.; Ma, F.; Peng, L.; Zhang, Y.; Xu, A.; Jiang, B. microRNA-16 represses colorectal cancer cell growth in vitro by regulating the p53/survivin signaling pathway. Oncol. Rep. 2013, 29, 1652–1658. [Google Scholar] [CrossRef] [Green Version]
  132. Tagawa, T.; Haraguchi, T.; Hiramatsu, H.; Kobayashi, K.; Sakurai, K.; Inada, K.; Iba, H. Multiple microRNAs induced by Cdx1 suppress Cdx2 in human colorectal tumour cells. Biochem. J. 2012, 447, 449–455. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  133. Young, L.E.; Moore, A.E.; Sokol, L.; Meisner-Kober, N.; Dixon, D.A. The mRNA stability factor HuR inhibits microRNA-16 targeting of COX-2. Mol. Cancer Res. 2012, 10, 167–180. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  134. Weirauch, U.; Beckmann, N.; Thomas, M.; Grünweller, A.; Huber, K.; Bracher, F.; Hartmann, R.K.; Aigner, A. Functional role and therapeutic potential of the pim-1 kinase in colon carcinoma. Neoplasia 2013, 15, 783–794. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  135. Ji, D.; Zhan, T.; Li, M.; Yao, Y.; Jia, J.; Yi, H.; Qiao, M.; Xia, J.; Zhang, Z.; Ding, H.; et al. Enhancement of Sensitivity to Chemo/Radiation Therapy by Using miR-15b against DCLK1 in Colorectal Cancer. Stem Cell Rep. 2018, 11, 1506–1522. [Google Scholar] [CrossRef] [Green Version]
  136. Zhao, C.; Zhao, Q.; Zhang, C.; Wang, G.; Yao, Y.; Huang, X.; Zhan, F.; Zhu, Y.; Shi, J.; Chen, J.; et al. miR-15b-5p resensitizes colon cancer cells to 5-fluorouracil by promoting apoptosis via the NF-κB/XIAP axis. Sci. Rep. 2017, 7, 4194. [Google Scholar] [CrossRef]
  137. Li, J.; Chen, Y.; Guo, X.; Zhou, L.; Jia, Z.; Tang, Y.; Lin, L.; Liu, W.; Ren, C. Inhibition of miR-15b decreases cell migration and metastasis in colorectal cancer. Tumour Biol. 2016, 37, 8765–8773. [Google Scholar] [CrossRef]
  138. Kent, O.A.; Fox-Talbot, K.; Halushka, M.K. RREB1 repressed miR-143/145 modulates KRAS signaling through downregulation of multiple targets. Oncogene 2013, 32, 2576–2585. [Google Scholar] [CrossRef] [Green Version]
  139. Zhu, H.; Dougherty, U.; Robinson, V.; Mustafi, R.; Pekow, J.; Kupfer, S.; Li, Y.C.; Hart, J.; Goss, K.; Fichera, A.; et al. EGFR signals downregulate tumor suppressors miR-143 and miR-145 in Western diet-promoted murine colon cancer: Role of G1 regulators. Mol. Cancer. Res. 2011, 9, 960–975. [Google Scholar] [CrossRef] [Green Version]
  140. Zhu, Y.; Wang, C.; Becker, S.A.; Hurst, K.; Nogueira, L.M.; Findlay, V.; Camp, E.R. miR-145 Antagonizes SNAI1-Mediated Stemness and Radiation Resistance in Colorectal Cancer. Mol. Ther. 2018, 26, 744–754. [Google Scholar] [CrossRef] [Green Version]
  141. Xie, H.; Ren, X.; Xin, S.; Lan, X.; Lu, G.; Lin, Y.; Yang, S.; Zeng, Z.; Liao, W.; Ding, Y.Q.; et al. Emerging roles of circRNA_001569 targeting miR-145 in the proliferation and invasion of colorectal cancer. Oncotarget 2016, 7, 26680–26691. [Google Scholar] [CrossRef]
  142. Tian, T.; Qiu, R.; Qiu, X. Snhg1 promotes cell proliferation by acting as a sponge of miR-145 in colorectal cancer. Oncotarget 2017, 9, 2128–2139. [Google Scholar] [CrossRef]
  143. Wei, A.W.; Li, L.F. Long non-coding RNA SOX21-AS1 sponges miR-145 to promote the tumorigenesis of colorectal cancer by targeting MYO6. Biomed. Pharmacother. 2017, 96, 953–959. [Google Scholar] [CrossRef]
  144. 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]
  145. Wang, Z.; Su, M.; Xiang, B.; Zhao, K.; Qin, B. Circular RNA PVT1 promotes metastasis via miR-145 sponging in CRC. Biochem. Biophys. Res. Commun. 2019, 512, 716–722. [Google Scholar] [CrossRef]
  146. Zhou, P.; Sun, L.; Liu, D.; Liu, C.; Sun, L. Long Non-Coding RNA lincRNA-ROR Promotes the Progression of Colon Cancer and Holds Prognostic Value by Associating with miR-145. Pathol. Oncol. Res. 2016, 22, 733–740. [Google Scholar] [CrossRef]
  147. Huang, F.T.; Chen, W.Y.; Gu, Z.Q.; Zhuang, Y.Y.; Li, C.Q.; Wang, L.Y.; Peng, J.F.; Zhu, Z.; Luo, X.; Li, Y.H.; et al. The novel long intergenic noncoding RNA UCC promotes colorectal cancer progression by sponging miR-143. Cell Death Dis. 2017, 8, e2778. [Google Scholar] [CrossRef]
  148. Hu, Y.; Ma, Z.; He, Y.; Liu, W.; Su, Y.; Tang, Z. PART-1 functions as a competitive endogenous RNA for promoting tumor progression by sponging miR-143 in colorectal cancer. Biochem. Biophys. Res. Commun. 2017, 490, 317–323. [Google Scholar] [CrossRef]
  149. Feng, Y.; Zhu, J.; Ou, C.; Deng, Z.; Chen, M.; Huang, W.; Li, L. MicroRNA-145 inhibits tumour growth and metastasis in colorectal cancer by targeting fascin-1. Br. J. Cancer 2014, 110, 2300–2309. [Google Scholar] [CrossRef]
  150. Qin, J.; Wang, F.; Jiang, H.; Xu, J.; Jiang, Y.; Wang, Z. MicroRNA-145 suppresses cell migration and invasion by targeting paxillin in human colorectal cancer cells. Int. J. Clin. Exp. Pathol. 2015, 8, 1328–1340. [Google Scholar]
  151. Sathyanarayanan, A.; Chandrasekaran, K.S.; Karunagaran, D. microRNA-145 downregulates SIP1-expression but differentially regulates proliferation, migration, invasion and Wnt signaling in SW480 and SW620 cells. J. Cell. Biochem. 2018, 119, 2022–2035. [Google Scholar] [CrossRef]
  152. Li, S.; Wu, X.; Xu, Y.; Wu, S.; Li, Z.; Chen, R.; Huang, N.; Zhu, Z.; Xu, X. miR-145 suppresses colorectal cancer cell migration and invasion by targeting an ETS-related gene. Oncol. Rep. 2016, 36, 1917–1926. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  153. Gregersen, L.H.; Jacobsen, A.; Frankel, L.B.; Wen, J.; Krogh, A.; Lund, A.H. MicroRNA-143 down-regulates Hexokinase 2 in colon cancer cells. BMC Cancer 2012, 12, 232. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  154. Guo, H.; Chen, Y.; Hu, X.; Qian, G.; Ge, S.; Zhang, J. The regulation of Toll-like receptor 2 by miR-143 suppresses the invasion and migration of a subset of human colorectal carcinoma cells. Mol. Cancer 2013, 12, 77. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  155. Ding, X.; Du, J.; Mao, K.; Wang, X.; Ding, Y.; Wang, F. MicroRNA-143-3p suppresses tumorigenesis by targeting catenin-δ1 in colorectal cancer. OncoTargets Ther. 2019, 12, 3255–3265. [Google Scholar] [CrossRef] [Green Version]
  156. Guo, L.; Fu, J.; Sun, S.; Zhu, M.; Zhang, L.; Niu, H.; Chen, Z.; Zhang, Y.; Guo, L.; Wang, S. MicroRNA-143-3p inhibits colorectal cancer metastases by targeting ITGA6 and ASAP3. Cancer Sci. 2019, 110, 805–816. [Google Scholar] [CrossRef]
  157. Qian, X.; Yu, J.; Yin, Y.; He, J.; Wang, L.; Li, Q.; Zhang, L.Q.; Li, C.Y.; Shi, Z.M.; Xu, Q.; et al. MicroRNA-143 inhibits tumor growth and angiogenesis and sensitizes chemosensitivity to oxaliplatin in colorectal cancers. Cell Cycle 2013, 12, 1385–1394. [Google Scholar] [CrossRef] [Green Version]
  158. Suh, M.R.; Lee, Y.; Kim, J.Y.; Kim, S.K.; Moon, S.H.; Lee, J.Y.; Cha, K.Y.; Chung, H.M.; Yoon, H.S.; Moon, S.Y.; et al. Human embryonic stem cells express a unique set of microRNAs. Dev. Biol. 2004, 270, 488–498. [Google Scholar] [CrossRef] [Green Version]
  159. Ke, D.; Wang, Q.; Ke, S.; Zou, L.; Wang, Q. Long-Non Coding RNA SNHG16 Supports Colon Cancer Cell Growth by Modulating miR-302a-3p/AKT Axis. Pathol. Oncol. Res. 2019. [Google Scholar] [CrossRef]
  160. Wei, Z.J.; Tao, M.L.; Zhang, W.; Han, G.D.; Zhu, Z.C.; Miao, Z.G.; Li, J.Y.; Qiao, Z.B. Up-regulation of microRNA-302a inhibited the proliferation and invasion of colorectal cancer cells by regulation of the MAPK and PI3K/Akt signaling pathways. Int. J. Clin. Exp. Pathol. 2015, 8, 4481–4491. [Google Scholar]
  161. Sun, L.; Fang, Y.; Wang, X.; Han, Y.; Du, F.; Li, C.; Hu, H.; Liu, H.; Liu, Q.; Wang, J.; et al. miR-302a Inhibits Metastasis and Cetuximab Resistance in Colorectal Cancer by Targeting NFIB and CD44. Theranostics 2019, 9, 8409–8425. [Google Scholar] [CrossRef]
  162. Liu, N.; Li, J.; Zhao, Z.; Han, J.; Jiang, T.; Chen, Y.; Hou, N.; Huang, C. MicroRNA-302a enhances 5-fluorouracil-induced cell death in human colon cancer cells. Oncol. Rep. 2017, 37, 631–639. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  163. Hou, N.; Han, J.; Li, J.; Liu, Y.; Qin, Y.; Ni, L.; Song, T.; Huang, C. MicroRNA profiling in human colon cancer cells during 5-fluorouracil-induced autophagy. PLoS ONE 2014, 9, e114779. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  164. Ma, W.; Liu, B.; Li, J.; Jiang, J.; Zhou, R.; Huang, L.; Li, X.; He, X.; Zhou, Q. MicroRNA-302c represses epithelial-mesenchymal transition and metastasis by targeting transcription factor AP-4 in colorectal cancer. Biomed. Pharmacother. 2018, 105, 670–676. [Google Scholar] [CrossRef] [PubMed]
  165. Ghanbarian, M.; Afgar, A.; Yadegarazari, R.; Najafi, R.; Teimoori-Toolabi, L. Through oxaliplatin resistance induction in colorectal cancer cells, increasing ABCB1 level accompanies decreasing level of miR-302c-5p, miR-3664-5p and miR-129-5p. Biomed. Pharmacother. 2018, 108, 1070–1080. [Google Scholar] [CrossRef] [PubMed]
  166. Bai, J.; Xu, J.; Zhao, J.; Zhang, R. lncRNA SNHG1 cooperated with miR-497/miR-195-5p to modify epithelial-mesenchymal transition underlying colorectal cancer exacerbation. J. Cell. Physiol. 2020, 235, 1453–1468. [Google Scholar] [CrossRef] [PubMed]
  167. Cui, Z.; Han, B.; Wang, X.; Li, Z.; Wang, J.; Lv, Y. Long Non-Coding RNA TTN-AS1 Promotes the Proliferation and Invasion of Colorectal Cancer Cells by Activating miR-497-Mediated PI3K/Akt/mTOR Signaling. Onco. Targets. Ther. 2019, 12, 11531–11539. [Google Scholar] [CrossRef] [Green Version]
  168. Yu, C.; Zhang, F. LncRNA AC009022.1 enhances colorectal cancer cells proliferation, migration, and invasion by promoting ACTR3B expression via suppressing miR-497-5p. J. Cell. Biochem. 2020, 121, 1934–1944. [Google Scholar] [CrossRef]
  169. Guo, S.T.; Jiang, C.C.; Wang, G.P.; Li, Y.P.; Wang, C.Y.; Guo, X.Y.; Yang, R.H.; Feng, Y.; Wang, F.H.; Tseng, H.Y.; et al. MicroRNA-497 targets insulin-like growth factor 1 receptor and has a tumour suppressive role in human colorectal cancer. Oncogene 2013, 32, 1910–1920. [Google Scholar] [CrossRef] [Green Version]
  170. Xu, Y.; Chen, J.; Gao, C.; Zhu, D.; Xu, X.; Wu, C.; Jiang, J. MicroRNA-497 inhibits tumor growth through targeting insulin receptor substrate 1 in colorectal cancer. Oncol. Lett. 2017, 14, 6379–6386. [Google Scholar] [CrossRef] [Green Version]
  171. Hong, S.; Yan, Z.; Wang, H.; Ding, L.; Bi, M. Up-regulation of microRNA-497-5p inhibits colorectal cancer cell proliferation and invasion via targeting PTPN3. Biosci. Rep. 2019, 39, BSR20191123. [Google Scholar] [CrossRef] [Green Version]
  172. Wang, L.; Jiang, C.F.; Li, D.M.; Ge, X.; Shi, Z.M.; Li, C.Y.; Liu, X.; Yin, Y.; Zhen, L.; Liu, L.Z.; et al. MicroRNA-497 inhibits tumor growth and increases chemosensitivity to 5-fluorouracil treatment by targeting KSR1. Oncotarget 2016, 7, 2660–2671. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  173. Zhang, N.; Shen, Q.; Zhang, P. miR-497 suppresses epithelial–mesenchymal transition and metastasis in colorectal cancer cells by targeting fos-related antigen-1. OncoTargets Ther. 2016, 9, 6597–6604. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  174. Jin, Y.; Wang, M.; Hu, H.; Huang, Q.; Chen, Y.; Wang, G. Overcoming stemness and chemoresistance in colorectal cancer through miR-195-5p-modulated inhibition of notch signaling. Int. J. Biol. Macromol. 2018, 117, 445–453. [Google Scholar] [CrossRef] [PubMed]
  175. Feng, C.; Zhang, L.; Sun, Y.; Li, X.; Zhan, L.; Lou, Y.; Wang, Y.; Liu, L.; Zhang, Y. GDPD5, a target of miR-195-5p, is associated with metastasis and chemoresistance in colorectal cancer. Biomed. Pharmacother. 2018, 101, 945–952. [Google Scholar] [CrossRef]
  176. Zhang, X.; Xu, J.; Jiang, T.; Liu, G.; Wang, D.; Lu, Y. MicroRNA-195 suppresses colorectal cancer cells proliferation via targeting FGF2 and regulating Wnt/β-catenin pathway. Am. J. Cancer. Res. 2016, 6, 2631–2640. [Google Scholar]
  177. Liu, L.; Chen, L.; Xu, Y.; Li, R.; Du, X. microRNA-195 promotes apoptosis and suppresses tumorigenicity of human colorectal cancer cells. Biochem. Biophys. Res. Commun. 2010, 400, 236–240. [Google Scholar] [CrossRef]
  178. Lin, X.; Wang, S.; Sun, M.; Zhang, C.; Wei, C.; Yang, C.; Dou, R.; Liu, Q.; Xiong, B. miR-195-5p/NOTCH2-mediated EMT modulates IL-4 secretion in colorectal cancer to affect M2-like TAM polarization. J. Hematol. Oncol. 2019, 12, 20. [Google Scholar] [CrossRef] [Green Version]
  179. Wang, Z.H.; Ren, L.L.; Zheng, P.; Zheng, H.M.; Yu, Y.N.; Wang, J.L.; Lin, Y.W.; Chen, Y.X.; Ge, Z.Z.; Chen, X.Y.; et al. miR-194 as a predictor for adenoma recurrence in patients with advanced colorectal adenoma after polypectomy. Cancer Prev. Res. (Phila.) 2014, 7, 607–616. [Google Scholar] [CrossRef] [Green Version]
  180. Kim, C.; Hong, Y.; Lee, H.; Kang, H.; Lee, E.K. MicroRNA-195 desensitizes HCT116 human colon cancer cells to 5-fluorouracil. Cancer Lett. 2018, 412, 264–271. [Google Scholar] [CrossRef]
Ijms 21 04633 g001 550
Figure 1. Gene ontology enrichment analysis of target genes of down-regulated miRNA clusters. (A) Classification according to the molecular function of genes, (B) classification according to biological processes in which target genes are involved, (C) classification according to protein class and (D) classification according pathways used in target gene signalling (first 20 most abundant pathways are plotted).
Figure 1. Gene ontology enrichment analysis of target genes of down-regulated miRNA clusters. (A) Classification according to the molecular function of genes, (B) classification according to biological processes in which target genes are involved, (C) classification according to protein class and (D) classification according pathways used in target gene signalling (first 20 most abundant pathways are plotted).
Ijms 21 04633 g001
Table
Table 1. Host gene, location and transcription start site of clusters down-regulated in colorectal cancer (CRC).
Table 1. Host gene, location and transcription start site of clusters down-regulated in colorectal cancer (CRC).
Cluster
Chromosome		Host Gene [13]
RNA Class		Cluster PositionRegulation of Cluster Transcription [45]
miR-100/let-7a-2/miR-125b-1
Chr11		MIR100HG
ncRNA		intronPredicted transcription start site (TSS) miR-100/let-7a-2, miR-125b-1 [46], whole cluster co-expression [47], co-expression of miR-125b with MIR100HG [48]
miR-99a/let-7c
Chr21		MIR99AHG
ncRNA 		intronAt least one host gene-independent TSS regulating the whole cluster [10,21], host promoter regulation [49], expression of miR-99a and let-7c correlate with MIR99AHG [50,51,52]
miR-99b/let-7e/miR-125a
Chr19		SPACA6
protein coding
SPACA6R-AS
long ncRNA (lncRNA) antp.		mixed *
exon 		At least one host gene-independent TSS regulating the whole cluster [21,46,47,49], expression of miR-99b, let-7e and miR-125a correlate with SPACA6 [50,51,52]
miR-1-2/133a-1
Chr18		MIR133A1HG
lncRN
A MIB1
protein coding antp.		exon
intron 		Host gene-independent TSS for the whole cluster [47], expression of miR-1-2 and miR-133a-1 does not correlate with MIB1 [50,51,52]
miR-1-1/133a-2 Chr20MIR1-1HG
unknown		mixed # Host gene-independent TSS for the whole cluster [53], expression of miR-1-1 and miR-133a-2 do not correlate with MIR1-1HG [50,51,52]
miR-206/133b
Chr6		miR-206
miR-133b
LINCMD1
ncRNA		intergenic
intron 		Host gene-independent TSS for the whole cluster [47,49,54]
miR-192/194-2
Chr11		MIR194-2HG
lncRNA		mixed * At least one host gene-independent TSS regulating the whole cluster [49,55], promoter regulating miR-194 [56]
miR-215/194-1
Chr1		IARS2
protein coding		intron At least one independent TSS regulating the whole cluster [53,57,58], TSS for miR-215 [59], expression of miR-194-1 correlates with IARS2, expression of miR-215 does not correlate with IARS2 [50,51,52]
miR-15a/16-1
Chr13		DLEU2
lncRNA		mixed * DLEU2 promoter [49], expression of miR-15a correlates with DLEU2, expression of miR-16-1 does not correlate with DLEU2 [50,51,52]
miR-15b/16-2
Chr3		SMC4
protein coding TRIM59-IFT80
lncRNA antp.		intron
intron 		SMC4 promoter [21,49], expression of miR-16-2 and miR-15b do not correlate with expression of SMC4 [50,51,52]
miR-143/145
Chr5		CARMN
lncRNA		mixed # Identification of independent TSS for the whole cluster [47], correlation with host gene expression [60], knock-down of CARMN decreases expression of miR-143 and -145 [61], promoter regulation of miR-145 expression [62]
miR-302b/302c/302a/
302d/367
Chr4		MIR302CHG
lncRN
A LARP7
protein coding antp.		mixed #
intron 		At least one independent TSS regulating the whole cluster [53,63]
miR-497/195
Chr17		MIR497HG
lncRNA		intron At least one independent TSS regulating the whole cluster [49,64]
Host genes in parallel as well as antiparallel (antp.) DNA strands are shown. Chr, chromosome; mixed, located partially in intron, exon and/or intergenic region; *, intron or exon location depending on splice variant; #, intron/exon junction; TSS, transcription start site mediating regulation independent from host gene; lncRNA, long non-coding RNA; ncRNA, non-coding RNA; HG, host gene, CARMN, cardiac mesoderm enhancer-associated non-coding RNA; DLEU2, deleted in lymphocytic leukaemia 2; IARS2, isoleucyl-tRNA synthetase 2, mitochondrial; LINCMD1, long intergenic non-protein coding RNA, muscle differentiation 1; MIB1, mindbomb E3 ubiquitin protein ligase 1; SMC4, structural maintenance of the chromosomes protein 4; SPACA6, sperm acrosome associated 6; TRIM59-IFT80, tripartite motif-containing 59 and intraflagellar transport 80.

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Pidíkova, P.; Reis, R.; Herichova, I. miRNA Clusters with Down-Regulated Expression in Human Colorectal Cancer and Their Regulation. Int. J. Mol. Sci. 2020, 21, 4633. https://doi.org/10.3390/ijms21134633

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Pidíkova P, Reis R, Herichova I. miRNA Clusters with Down-Regulated Expression in Human Colorectal Cancer and Their Regulation. International Journal of Molecular Sciences. 2020; 21(13):4633. https://doi.org/10.3390/ijms21134633

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Pidíkova, Paulína, Richard Reis, and Iveta Herichova. 2020. "miRNA Clusters with Down-Regulated Expression in Human Colorectal Cancer and Their Regulation" International Journal of Molecular Sciences 21, no. 13: 4633. https://doi.org/10.3390/ijms21134633

APA Style

Pidíkova, P., Reis, R., & Herichova, I. (2020). miRNA Clusters with Down-Regulated Expression in Human Colorectal Cancer and Their Regulation. International Journal of Molecular Sciences, 21(13), 4633. https://doi.org/10.3390/ijms21134633

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