Abstract
MicroRNAs (miRNAs) are short, noncoding, single-stranded RNA molecules that regulate gene expression at the post-transcriptional level by binding to mRNAs. miRNAs affect the course of processes of fundamental importance for the proper functioning of the organism. These processes include cell division, proliferation, differentiation, cell apoptosis and the formation of blood vessels. Altered expression of individual miRNAs has been shown in numerous cancers, which may indicate the oncogenic or suppressor potential of the molecules in question. This paper discusses the current knowledge about the possibility of using miRNA as a diagnostic marker and a potential target in modern anticancer therapies.
Keywords: cancer, miRNA, diagnosis
1. Introduction
Cancer is an important problem in this day and age. Scientists are constantly searching for new factors responsible for the process of carcinogenesis. MicroRNAs (miRNAs) are a group of small single-stranded RNA molecules involved in regulating the expression of many genes preserved in evolution. In humans, an miRNA molecule is most often 22 nucleotides long, although molecules with a length of 19–25 nucleotides have been described [1].
miRNAs control biological processes, such as cell division, cell differentiation, angiogenesis, migration, apoptosis and oncogenesis [2,3,4,5]. Genes encoding miRNAs are located in the introns or exons of protein-coding genes and in intergenic regions, often in regions with high instability. They are characterized as noncoding RNAs.
2. miRNA
In 1993, Victor Ambros and Gary Ruvkun, while working on Caenorhabditis elegans, made a revolutionary discovery that ushered in a new era. They observed a relationship between the amount of LIN14 protein and 22-nucleotide RNA, encoded by the LIN-4 gene, which is involved in the development of C. elegans. The discovery of this post-transcriptional silencing of target mRNA by small RNA molecules changed the understanding of the system controlling the expression of genetic information [6,7,8,9]. A dozen or so years later, in 2005, the participation of miRNA molecules in the cancer process and the possibility of determining specific miRNA profiles, which in the future could be used as diagnostic markers, were suggested [10,11]. In a groundbreaking study on a mouse xenogenous model of prostate cancer, the relationship between the amount of miRNA in the blood and the size of the cancer that was transplanted was revealed [12]. Other repeatable studies have confirmed the thesis that extracellular miRNAs are detectable in blood serum and that their concentration is at a similar level in healthy people. Changes in the level of miRNA molecules may be a consequence of various physiological conditions, such as pregnancy (placental miRNAs are present in the blood serum of pregnant women, which can be used to determine the stage of pregnancy) or various types of diseases and viral infections, as well as cancer diseases. It has been suggested that a specific miRNA pattern (increase or decrease in expression relative to control), both in blood and tissue, may be characteristic of a given disease, and this allows the use of selected miRNAs to monitor the physiological state of patients. The use of miRNA in diagnostics has significantly expanded due to the discovery of their presence in other body fluids, such as urine, blood, bronchial lavage, synovial fluid, milk, saliva and cerebrospinal fluid [13,14]. A single miRNA can modulate thousands of genes by recognizing complementary sequences at the 3’ UTR end of the target mRNA. It is estimated that about 30% of human mRNAs are strictly regulated by miRNAs, but this figure increases after taking into account reports indicating the possibility of some miRNAs also binding to the 5’ UTR region and the open reading frame (ORF) region (however, in such cases they occur less frequently and work less effectively) [15]. Endogenous miRNAs affect processes in cells such as proliferation, DNA repair, cell differentiation, metabolism and apoptosis; however, the biological function of circulating miRNAs needs to be investigated. It is assumed that some extracellular miRNAs may be carriers of information between cells during many physiological and pathological processes [16]. Depending on which genes they influence, miRNAs can function as oncomirs—procancerogenic or suppressor miRNAs—that inhibit oncogenes [17]. Mechanisms, e.g., genetic changes (point mutations and single-nucleotide polymorphism of SNPs) and epigenetic changes within miRNA genes can affect their expression and thus lead to changes in the expression of target genes. Genes encoding miRNAs are often located within fragile chromosome sites, areas with a lack of LOH heterozygosity and minimal amplification regions, supporting the theory of miRNA’s relationship with the tumor process. Quantitative changes in mature miRNA molecules may also be caused by abnormalities associated with proteins involved in the biogenesis of miRNA molecules [18].
Previous research results indicate a link between regulatory disorders in the expression of relevant miRNAs and the occurrence of various types of cancer [19]. Thanks to the development of research on microRNAs, the possibility of typing cancers has appeared. The procedure is based on the identification of miRNAs specifically expressed in tumor tissues or miRNAs whose expression level is different from that present in normal tissues. The profile of differentiation and expression of miRNA allows the degree of tumor development to be determined, which clarifies the therapeutic possibilities and would allow the use of the most appropriate therapy for a given case. The discovery that miRNAs are markers of the tumor process and do not require invasive diagnostic procedures is extremely promising for diagnostics. Intensive research is underway on the use of miRNAs present in body fluids (such as plasma, cerebrospinal fluid, saliva, urine, seminal fluid) as a diagnostic marker or prognostic marker of cancer (Table 1).
Table 1.
Type of Cancer |
Diagnostic Marker | Prognostic Marker |
---|---|---|
breast cancer | let-7c [20], miR-10 [21] miR-16 [22] miR-18a [23], miR-106b [24], miR-21 [25], miR29a [26], miR-34a [27], miR34b/c [28], miR-125b [29], miR-155 [30] |
miR-18a [31,32], miR-106b [33], miR-21 [34], miR-34a [35], miR-125a [36], miR-125b [37], miR-155 [38] |
lung cancer | let-7a [39], let-7c [40], let-7f [41], miR-10 [42], miR-19b [43], miR-21 [44], miR29c [45], miR-30a [46], miR-30c [47], miR-34c [48], miR-155 [49], miR-200c [50] |
let-7i [51], miR-10 [52], miR-19b [53], miR-21 [54], miR-30d [55], miR1-25b, miR-200c, miR-210 miR-375, miR-429 [56] |
liver cancer | miR-16 [57], miR-21 [58] |
miR-21 [58] |
gastric cancer | let-7a [59], miR-18a [60], miR-106a [60], miR-106b [60], miR-21 [60] |
miR106a [60], miR-21 [60] |
colorectal cancer | let-7a [61], let-7f [62], miR-18a [63], miR-19a [64], miR-20a [65], miR-19, miR-92 [66], miR-92a [67], miR-106a [68], miR-21 [69], miR-221 [62] |
miR17 [70], miR-21 [71], miR-29b [71], miR-29c [71] |
pancreatic cancer | miR-205, miR-21, miR-642b, miR-885-5p, miR-22 miR-145, miR-150, miR-223, miR-636, miR-26b, miR-34a, miR-122, miR-126, miR-145, miR-150, miR-155, miR-376a, miR-301, miR-223, miR-505, miR-636, miR-885.5p [72,73] | miR-130b, miR-21, miR-105, miR-196a-2, miR-221, miR-203, miR-210, miR-222, miR-452, miR-105, miR-127, miR-187, miR-518a-2, miR-30a-3p [74,75] |
prostate cancer | miR-30c, miR-622, miR-1285, miR-10b, miR-373, let-7c, -7e miR-141, -375, miR-26a, -195 [76,77] | miR-141, miR-375, miR-20a, miR-21, miR-141, miR-145, miR-125b, miR-224, miR-23b, miR-222, miR-221 [78,79] |
ovarian cancer | miR-200 family, let-7 family, miR-21, miR-29a, miR-92, miR-93, miR-126, miR-127, miR-132, miR-155, miR-214, miR-182, miR-205, miR-144, miR-145, miR-222, miR-302 [80,81,82] | miR-410, -645, miR-199a, miR-200 family, miR-140, miR-141, -429 [83] |
skin cancer | let-7a, b, miR-148, miR-155, miR-182, miR-203, miR-205, miR-200c, miR-211, miR-214, miR-221, miR-222, miR-150, miR-342-3p, miR-455-3p, miR-145, miR-155, miR-497 [84] | miR-221, miR-199a-5p, miR-33a, miR-424, miR-16, miR-125b, miR-200c, miR-205, miR-142-5p, miR-150-5p, miR-342-3p, miR-155-5p, miR-146b-5p [84] |
kidney cancer | miR-141, miR-224, miR-21, miRNA-32, miR-34a, miRNA-203, miR-378, miR-210, miR-20b-5p, miR-30a-5p, miR-196a-5p, miR-224-5p, miR-34b-3p, miR-182-5p, miR-210, miR-508-3p, miR-885-5p, miR-210, miR-378, miR-451, miR-21, miR-106a, miR-200a, miR-193a-3p, miR-362, miR-572, miR-28-5p, miR-378 [85] | miR-122-5p, miR-206, miR-21-5p, miR-210-3p, miR-150, miR-210, miR-221, miR-1233, miR-7, miR-221, miR-222, miR-221, miR-224, miRNA-15a, miR-17-5p–miR-25-3p, miR-let-7i-5p, miR-26a-1-3p, miR-615-3p [85] |
thyroid cancer | miR-146b, miR-221, miR-222, miR-15a, miR-155 [86] | miR-146b, miR-221, miR-222 [86] |
non-small-cell lung cancer (NSCLC) | let-7c, miR-138, miR-145, miR-183, miR-29 family, miR-34a, miR-34c-3p, miR-101-3p, miR-129, miR-200b, miR-212, miR-218, miR-449a, miR-45165, miR-21/155, miR-25, miR-31, miR-221/222, miR-224, miR-191, miR-494, miR-19a, miR-34697 [87] | miR-1290, miR-1246, miR-150, miR-21-5p [88] |
B-cell lymphoma | miR-17/92, miR-106a-363, miR-200c-3p, miR-638, miR-518a-3p, miR-17-5p, miR-217-5p, miR-634, miR-26b-5p, miR-330-3p, miR-106a-5p, miR-210-3p, miR-612, miR-188-5p, miR-302c-3p, miR-433-3p, miR-584-5p, miR-200a-3p, miR-135a-5p, miR-375-3p, miR-138-5p, miR-517 isomiRs, miR-330-3p, miR-106a-5p, miR-210-3p, miR-301 isomiRs, miR-338-5p [89] | miR-144-3p, miR-431-5p, miR-376b-3p [89] |
3. miRNAs and Their Role in Oncogenesis
miRNAs regulate the expression of about 60% of human genes [90]. Interestingly, one miRNA molecule (Up to 2019, about 2300 different miRNAs have been described in humans [91]) can attach to many target mRNAs. In turn, one mRNA molecule can be inhibited by different miRNAs. The effect of interaction with target mRNA molecules depends on the complementarity of the bond and the level of expression of miRNA or mRNA [91]. miRNA expression disorders consisting in the lack of expression of a specific miRNA or expression of miRNA not yet present in this tissue or an increase or decrease in the expression of selected miRNAs have been shown to occur in the course of many diseases, including cancer [85].
miRNA expression disorders in cancer cells are often rooted in the localization of the genes encoding them. They are often located in genetically unstable regions, fragile sites or cancer-associated genomic regions (CAGRs), which often results in their deletion, resulting in a lack of miRNA expression [92].
For many years, it was thought that the expression of miRNA in cancer cells was primarily reduced. Only a comparison of the miRNA profile of normal and cancerous tissues showed significant overexpression of some miRNAs [93]. Depending on the function of miRNAs in the development of tumors, they are classified as: suppressor miRNAs (inhibiting the expression of oncogenes or genes that induce apoptosis) and oncogenic miRNAs (activating oncogenesis or inhibiting the expression of suppressor genes) [94]. It should be emphasized that this classification is a significant simplification, because in the case of many miRNAs (e.g., miR-155, miR-125b), the effect of their activity depends on the total activity of regulated genes [94].
Decreased expression or lack of expression of suppressor miRNAs results in increased expression of genes important for tumor progression, including antiapoptotic proteins or transcription factors. In 2017, reduced expression of miR-15 and miR-16 molecules in chronic lymphocytic leukemia (CCL) cells was first described, leading to inhibition of the apoptosis process (miR-15 and miR-16 regulate the expression of antiapoptotic BCL-2) and thus contributing to uncontrolled proliferation of leukemic cells [94]. The reduced expression of the miR-146a molecule regulating the expression of the transcription factor NFκB in stomach cancer cells correlates with tumor growth [94]. An in vitro model of colorectal cancer showed a decrease in the expression of miR-143, whose target gene is m.in. Oncogene Raf1 [95].
An important role in the regulation of the expression of suppressor miRNAs in cancer cells is played by the process of DNA methylation [96], e.g., hypermethylation of miRNA promoters (let-7, miR-34, miR-342, miR345, miR-9, miR-129, miR-137) leads to a reduction in their expression and the development of colorectal cancer. Decreased expression of miR-143 in colorectal cancer cells results in increased activity of methyltransferase 3A DNA (DNMT3A) and increased proliferation of cancer cells [97]. It is worth emphasizing that miRNA expression, on the one hand, is dependent on DNA methylation, and on the other, it can affect the activity of epigenetic regulators such as DNA methyltransferases or histone deacetylases. Examples of suppressor miRNAs with potential target genes are shown in Figure 1.
In colorectal cancer cells, increased expression of selected miRNAs is more often observed, which means that they are more often oncogenic in nature [98]. Increased miRNA expression may result from the amplification of genes encoding miRNAs as well as more efficient biogenesis, constitutive activity of their promoters or greater stability of miRNA molecules [96]. Over the last decade, a number of miRNA molecules involved in the initiation, progression and metastasis of breast cancer have been identified [99]. The relationship between the expression of individual miRNAs and the clinical–pathological features of breast cancer or the response to causal treatment of this malignant tumor has also been confirmed [99]. For example, studies have shown that in triple-negative breast cancer there is an overexpression of oncogenic molecules miR-21, miR-210 and miR-221, which is associated with a shorter disease-free time and worse survival [100]. Molecules with reduced expression, and therefore reduced suppressor potential, included, for example, miR125-b in the case of HER-2-positive cancers or miR-520 in hormone-dependent cancers [100]. Singh and Mo presented miRNA families in their review article, which play an important role in the course of the discussed malignant tumor. They focused on the miR-10 family, in which miR-10a and miR-10b are involved in the development and metastasis of breast cancer [100]. MiR-10b overexpression is associated with a higher degree of TNM cancer (larger size of the primary tumor, presence of metastases in the lymph nodes), a greater degree of cellular proliferation and overexpression or amplification of the HER-2 receptor [100]. However, it is negatively correlated with the presence of steroid receptors and the concentration of E-cadherin, which seems to play a role in suppressing the metastasis process in the EMT mechanism. (epithelial–mesenchymal transition) [100]. Metastasis, as well as a worse course of particularly ductal breast cancer and consequently shorter overall survival, is also associated with the oncogenic miR-21 family [100]. Among the families of suppressor miRNAs with reduced expression in cancerous breast tissue compared to healthy tissue, the aforementioned authors mentioned the miR-200 family and miR-205 and miR-145. miR-200 and miR-205 probably inhibit the metastasis process associated with the EMT mechanism, and miR-145 affects cell apoptosis [100]. On the other hand, in a 2019 review article by Loh et al., the decisive oncogenic potential of the miR-200 family was described. Increased concentrations of individual miR-200s were associated not only with breast cancer’s ability to form distant metastases, but also with resistance to chemotherapy [99]. Increased expression of miRNA leads to the repression of numerous genes with a suppressor effect. An example is “oncomiR-1” or a cluster of six miRNAs (miR-17-92; miR-17, miR-18, miR-19a, miR-20, miR-19b and miR-92), which inhibits the expression of the Rbl2 suppressor gene [93]. Oncogenic miRNAs, e.g., miR-24, miR-31 and miR-21, increase the proliferative potential of cells by silencing CDK inhibitors (cyclin dependent kinases) [93,100]. Table 2 shows examples of oncogenic miRNAs and the genes they regulate [101,102,103,104].
Table 2.
miRNA | Tumor Type | Target Genes |
---|---|---|
let-7 | NSCLC | RAS |
miR-21 | colorectal cancer, cancer of the stomach, lung cancer | MYCN, ATM, FXR, EGR2, MXD1, PIAS3, SOCS6, HIF-1a |
miR-17-92 | breast cancer | AIB1 (miR-17-5p), E2F1 (miR-17-5p, miR-20a), TGFBR2 (miR-20a), Tsp1 and CTGF |
miR-106a | colorectal cancer, pancreatic cancer, prostate cancer | Rb1 |
miR-221, miR-222, miR-146b | thyroid, papillary cancer | KIT |
miR-182 | lung cancer | Rsu1, Mtss1, Pai1, Timp1 |
miR-155 | colorectal cancer, lung cancer, pancreatic cancer |
RAD51, VHL, SOCS1 |
miR-372, miR-373 | testis, germ cell tumors | LATS2 |
miR-221/222 | stomach cancer, prostate cancer | p27, PTEN |
4. Circulating miRNA
The first circulating miRNAs were detected in the circulatory system of people with diffuse large B-cell lymphoma. miR-21, miR-10 and miR-155 can be reliably determined in blood serum and allow for the differentiation between sick and healthy people, and because they show high stability, they can be used in clinical diagnostics [105]. Along with the development of research, the growing potential of miRNA molecules in determining the degree of cancer malignancy or predicting the effects of specific therapies, as well as in the treatment of cancer patients, began to be noticed. miRNAs—unlike mRNA—in plasma, serum, fresh-frozen tissues, paraffin blocks and saliva are characterized by resistance to endo- and exogenous RNases, extreme temperatures and pH. miRNAs are characterized by the ability to maintain high stability for a long period of time, even when left at room temperature. From the point of view of clinical diagnostics, these characteristics make miRNA molecules excellent biomarkers, especially when attention is paid to the need to repeatedly freeze and defrost the diagnostic material, which quite often happens when processing laboratory samples [106,107]. Since synthetic, blood-derived and purified miRNAs, when reinjected into human plasma, were susceptible to endogenous RNaz and immediately degraded, the causes of their specific stability have been investigated [108]. So far, there have been many hypotheses explaining the origin and properties of circulating miRNAs, which are closely related to each other and most likely do not exclude each other. Three leading theories are listed. The first is based on the claim that the occurrence of miRNAs in the blood is an undesirable effect of cell destruction and occurs as a result of nonenergy leakage of cellular miRNAs. This can occur as a result of tissue damage characteristic of individual stages of carcinogenesis, cell entry into inflammation, apoptosis or during the formation of metastases. The second hypothesis assumes an active process of releasing miRNA from the cell in a way that depends on microvesicles (MVs). The third theory, on the other hand, talks about the active and selective secretion of miRNA in an independent and MV-free form, which is a consequence of the cell’s response to various stimuli [109]. Microbubbles are of cellular origin and can be released from the cell by fusion with the cell membrane. These include MPs (microparticles) (>100 nm in diameter) and exosomes (50–90 nm in diameter), as well as larger apoptotic bodies (ABs), produced in response to apoptotic stimuli. MVs have been detected in plasma, urine and other physiological fluids, and the ability of MVs to release miRNA allows most cells to function under pathological and physiological conditions [109].
Valadi et al. [110], in their pioneering work, were the first to report on the transport of miRNAs via exosomes, which, functioning as a vehicle for transporting miRNAs between cells, can affect their activity and protein production. One strategy for studying circulating miRNAs is to isolate miRNAs associated with exosomes. On such study involving people with non-small-cell lung cancer (NSCLC) was conducted by Rabinowits et al. [111]. There was an elevated level of selected exosome miRNAs compared to the control group. Reduced levels of miR-let-7f, miR-30e-3p and miR-20b associated with MVs compared to levels in healthy people were noted. The high stability of miRNA molecules, in addition to the factors mentioned above, may also correspond to RNA-binding proteins (RBPs) and lipoproteins [112]. The function of miRNA-binding proteins is not only to protect the miRNA molecule from degradation, but also to actively participate in the controlled packaging of specific miRNAs into exosomes and their export outside the cell. The main RBPs include the protein AGO2 (Argonaute 2) belonging to the RISC complex (RNA-induced silencing complex) and NPM1 (Nucleophosmin 1). The miRNA-AGO2 complex is characterized by high stability. However, more research is required to determine the magnitude of the scale at which it can be released from the cell. It is estimated that this fraction may consist of up to 90% of all circulating miRNAs [113,114]. It has been suggested that on the basis of the analysis of specific miRNAs present in the blood and the form they have taken, it is possible to determine which type of cell they come from and thus identify cellularly specific miRNAs or specific methods of their release by a given cell type [115].
Examination of miRNAs for specific fractions can significantly increase both the sensitivity and specificity of selected circulating miRNAs as noninvasive biomarkers [20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71].
Figure 2 shows circulating miRNA as a potential biomarker in various types of cancer.
5. microRNA in Cancer Diagnosis and Therapy
miRNAs are seen as potential markers of cancer. First, miRNA molecules are readily available for study because they are present in various body fluids. Secondly, the high biological stability of miRNAs facilitates their detection. Third, miRNAs regulate all stages of tumor development, and in many cases show tissue-specific expression. The use of miRNAs as prognostic and predictive biomarkers during treatment seems to be particularly clinically relevant. For example, elevated expression of miR-21 (circulating in the blood) has a strong association with a predisposition to develop colorectal cancer [116], lung cancer [117,118], breast cancer [119] or pancreatic cancer [120]. miRNA expression in chemoresistant cancer cells may differ from that in cells that are sensitive to chemotherapy [121]; e.g., in colorectal cancer, an increase in miR-21 expression correlates with resistance to fluorouracil therapy due to lowered expression of the repair protein MSH2 [122]. In vitro studies have shown that increased expression of miR-140, miR-215, miR-224 and miR20a promotes the development of chemoresistance to fluorouracil, methotrexate, oxaliplatin or tenipozide in colorectal cancer cells [123,124,125,126]. Selected plasma/serum circulating miRNAs could be used to discriminate various cancer patients from healthy individuals, such as those with breast [127], colorectal [128], gastric [129], lung [130], pancreatic [131] and hepatocellular [132] cancers, making them tools for earlier diagnosis. To date, two tests have been developed to support the diagnosis of cancer based on the miRNA profile. One of them is the ThyraMIR test, which, by assessing the expression of 10 different miRNAs (miR-223-3p, miR-146b-5p, miR-146b, miR-375, miR-31-5p, miR-551b, miR-155-5p, miR-204-5p, miR-138-1-3p, miR-29b-1-5p) allows for the determination of the type of thyroid cancer [133].
Another example is the predictive diagnostic test (IVD-certified), miRpredX-31-3p, used in patients with colorectal cancer without mutations in the K-RAS gene. Evaluation of miR-31-3p expression is performed in histopathological scraps from colon tumors. Low expression of miR-31-3p predicts greater clinical efficacy of anti-EGFR therapy vs. traditional chemotherapy [134].
Monitoring the changes in the expression profiles of chosen miRNAs could help in early identification of cancer cells and serve as a prediction factor of the disease or treatment. Two therapeutic strategies using miRNAs have been developed that potentially inhibit cancer development (Figure 3).
The first is based on the use of so-called “replacement therapies”, while the second is related to the inhibition of oncogenic miRNAs [135,136]. “Replacement therapies” consist in restoring the expression of suppressor miRNAs, the expression of which is inhibited in cancer cells [137,138]. In this case, artificially synthesized suppressor miRNA molecules should lead to inhibition of the expression of genes that promote the development of tumors (oncogenes) [139]. The strategy of importing exogenous miRNAs may play a role in the treatment of cancer by inhibiting the proliferation or induction of apoptosis of cancer cells [140,141]. An example of replacement therapy is the restoration of miR-34a expression in various types of cancer (e.g., lung, colon, pancreas), which led to inhibition of tumor development and inducing programmed cell death by regulating Notch 1, HMGA2 or Bcl-2 [142]. It is worth mentioning the example of the use of the synthetic miRNA molecule let-7a in the treatment of laryngeal cancer. The introduction of let-7a into cancer cells restored proper regulation of RAS and c-MYC expression and limited the proliferation of cancer cells [143]. A similar result from the use of artificial miRNAs from the let-7 family was observed in the case of hepatocellular carcinoma, where the proliferation and migration of cancer cells was inhibited [144]. Additionally, in the case of colorectal cancer, the miRNA synthetic let-7 contributed to an increase in apoptosis of cancer cells [145]. Simultaneous overexpression of the introduced let-7 and miR-34a molecules inhibited the progression of lung cancer [146]. Furthermore, the introduction of miR-29b molecules into breast or stomach cancer cells reduced tumor growth in vitro and in vivo (in a mouse model), by influencing the Akt3 and KDM2A pathways [147,148]. The introduction of miR-34a into breast cancer cells restores the normal expression of the p53 suppressor protein by regulating the function of the transcription factor Fra-1 [149]. Another example is the molecules miR-15a and miR-16-1, whose dysregulation allows prostate and pancreatic cancers to develop by influencing the signaling pathways associated with CCND1 (cyclin D1), WNT3A and BCL2.
WNT3A belongs to the Wnt/beta-catenin pathway, which is responsible for cell adhesion and promoting the expression of oncogenes such as c-Myc and CCND1. BCL-2 is responsible for inhibiting apoptosis. Re-expression, i.e., the restoration of normal miR-15a expression, led to a reduction in the viability of cancer cells in in vitro studies [150].
Inhibition of oncogenic miRNAs can be obtained by the introduction of synthetic DNA or RNA molecules that mimic oncosuppressive effects in cancer cells.
Various variants of inhibitory molecules are used, such as:
-
⁃
Anti-miRNA oligonucleotides; AMOs [151],
-
⁃
Locked-nucleic-acid antisense oligonucleotides; LNA; [152],
-
⁃
miRNA sponges; [153],
-
⁃
miRNA masks,
-
⁃
Antagomirs; amiRNA,
-
⁃
Multiple-target anti-miRNA antisense oligodeoxyribonucleotides; MTg-AMOs; [154].
Such molecules inhibit miRNA biogenesis or interactions of oncogenic miRNA with target mRNA. For example, a synthetic miRNA molecule (AMOs/amiRNA) in the form of an RNA oligonucleotide with a length of 21–23 nucleotides is matched complementarily (as an antisense) to the target miRNA, thereby inhibiting the biogenesis of oncogenic miRNA or preventing its binding to mRNA [155]. AMOs/amiRNAs cause the formation of miRNA duplexes or the degradation of miRNAs. LNA technology, which also leads to the degradation of target miRNAs, uses modified oligonucleotides, in which the ribose ring is “blocked” by a methylene bridge connecting the 2′-O atom and the 4′-C atom. The introduced modification causes stiffening of ribose in the C3′ endo conformation, which significantly improves the in vivo stability of the resulting heteroduplexes [156,157]. The MTg-AMOs strategy simultaneously uses several types of synthetic miRNA molecules to inhibit the expression of different miRNAs concurrently. An in vitro model of stomach cancer used MTg-AMOs, which inhibited the expression of miR-21, miR-106a and miR-221, resulting in inhibition of cancer cell proliferation and migration [158]. miRNA sponges are transcripts containing sites that mimic sequences found in mRNA complementary to the target miRNA. The use of miRNA sponges allows the reduction in the number of free miRNAs (of one or more types) by binding them to a sponge. This leads to an increase in mRNA expression inhibited by “stopped” miRNAs. For example, inhibition of miR-9 (which in the case of breast cancer is characterized by overexpression) through the use of miRNA sponges (mimicking mRNA for cadherin-1) resulted in a reduction in metastasis [158,159].
The functional action of miRNA masks is based on inhibition of miRNA interaction with a specific mRNA by competitively binding the introduced artificial miRNA to the end of the 3′ mRNA. Binding of artificial miRNA leads to inhibition of mRNA expression [160]. A limitation of the possibility of the therapeutic use of miRNA molecules is the lack of effective methods for delivering synthetic miRNAs, e.g., to the tumor environment. Chemically synthesized miRNAs can be introduced into cancer cells through various types of transporters, e.g., liposomes and nanocarriers, with the help of transfection reagents or by electroporation [161,162]. In order to develop an effective way of delivering synthetic miRNA variants, the focus should be on ensuring that they are protected from early degradation in the bloodstream, reach the target cells directly and do not trigger an immune response [163,164]. Chemical modification of miRNA oligonucleotides leads to increased stability of such molecules and prevents their degradation by nucleases in the circulation. For example, adding a methyl or methoxyethyl group to the 2′-OH group (in ribose) or replacing the 2′-OH group with a fluorine atom in ribose residues leads to increased stability and affinity of anti-miR binding to the target miRNA, which prolongs the duration of action in organs such as the liver, lungs or kidneys [165]. There is so-called local and systemic delivery of synthetic miRNAs. Local miRNA transport involving the administration of miRNA molecules to the tumor may result in suppression of target genes while maintaining reduced toxicity. This method is more effective compared to the delivery of synthetic miRNAs via the systemic route. However, local miRNA transport is limited to readily available solid cancers such as breast or cervical cancer. Topical application of synthetic miR-145 also produced anticancer effects in mouse models of colon cancer [166]. Attempts to deliver synthetic let-7 (let-7g) using a polymer carrier in a mouse model of lung cancer resulted in a 60–70% reduction in lung tumor [166]. Studies have shown that both routes of delivery (intravenous and directly to the tumor) of synthetic miRNA variants (let-7a) led to a reduction in tumor size in a mouse model of non-small-cell lung cancer [167]. Another example of the methods being tested is the intranasal administration of a lentivirus vector expressing let-7a in a model of human non-small-cell lung cancer, resulting in inhibition of the growth of KRAS-dependent lung tumors.
Potential therapeutic use may have RNA aptamers [168,169]. Aptamers are short, single-stranded nucleic acid molecules that adopt a strictly defined tertiary structure, which is responsible for the selectivity of their interaction with specific ligands, e.g., with nucleic acids, peptides, proteins or low-molecular compounds. Tumor suppressor miRNAs have gained importance in anticancer therapies. The generation of the aptamer-miRNA chimera to direct the delivery of let-7g miRNA to the cancer cell has been described [170]. GL21. T aptamer was used, which blocks the activity of the oncogenic tyrosine receptor Axl kinase and demonstrates the specificity of GL21. Targeted T-let aptamer-miRNA chimera by increased let-7g accumulation in Axl-expressing A549 cells, but not in cells lacking AXL MCF-7. After systemic administration of aptamer-miRNA chimera in immune-deficient mice with an A549 NSCLC-derived tumor, there was downward adjustment of the target 7g HMGA2, as well as inhibition of tumor growth [170].
A strategy was also developed using the same aptamer, although this time it was converted to miR-212 to deliver it to A549 NSCLC cells (non-small-cell lung cancer). Research demonstrated that GL21 T-miR-212 increases caspase activation in NSCLC and enhances the effect of such a strategy in combination with TRAIL therapy as an adjuvant [171].
Another study used a transferrin receptor aptamer (TRA) to deliver miR-126 to endothelial cells and breast cancer. A chimera consisting of a TRA coupled by a sticky bridge to pre-miR-126 was generated. Pre-miR-126 was successfully delivered to human endothelial cells and MCF7 breast cancer cells in vitro. The effect of VCAM-1 (vascular cell adhesion molecule 1) was inhibited, reducing the proliferation of MCF7 cancer cells, as well as reducing the number of paracrine endothelial cells in the same breast cancer model in vitro. The effect achieved by this is comparable to the effect obtained by transfection of miR-126-3p via liposomes [172].
A new aptamers-based strategy has been investigated that alleviates hematopoietic toxicity induced by chemotherapeutic drugs, such as carboplatin and 50 fluorouracil (5-FU), in hematopoietic stem/progenitor cells (HSPC). A chimera consisting of an aptamer c-Kit coupled with miR-26a mimic was generated to restore Bak1 (Bcl-2 antagonist/killer) to HSPC. The importance of restoring BAK1 in chemotherapy-induced myeloablation as well as after bone marrow transplantation using a chimera mimicking c-Kit-miR26a has been demonstrated. In vivo experiments in MICE NOD scid gamma NSG have shown that systemic administration of aptamer-microRNA chimera protects individuals from carboplatin and 5-FU while inhibiting tumor growth in the MDA-MB-231 human tumor model [173]. Figure 4 shows RNA aptamers used to treat cancer.
All the strategies presented above give us hope for a more effective fight against cancer, but it is worth paying attention to the doubts associated with them. First, the study of one selected miRNA molecule is in most cases insufficient, because the changes occurring in cancer cells are dependent on the expression of various pleiotropic miRNAs. Secondly, the in vivo delivery of artificial miRNAs is a challenge, and no single, effective method of transporting them to the target tissue (specific route of delivery) has yet been proposed [174]. Thirdly, the use of synthetic miRNA carriers raises doubts, due to the possibility of their degradation in the blood and potential toxicity [175,176,177,178] and the durability of the effects of therapy.
6. Summary
Since the discovery of miRNA molecules, interest in them has been increasing. Their role is still not fully understood, but there is no doubt that they have a huge impact on the cell and its physiology. Dysregulation of the level of expression of miRNAs present in tissues, as well as in the blood, are found in almost all diseases, which shows their significant participation in pathological processes. The presence and stability of circulating miRNAs in easy-to-collect blood and sputum make the use of these molecules as noninvasive biomarkers very promising. Already, the results so far suggest that miRNA molecules can contribute to the development of screening for early detection of cancer, and by determining the level of risk, which is a huge concern in the era of personalized medicine, miRNA can significantly improve the quality of treatment for cancer patients.
Author Contributions
Conceptualization, B.S., A.D., P.H., K.S. and H.R.; writing—original draft preparation, B.S.; writing—review and editing, B.S.; revision and proofreading, B.S. All authors have read and agreed to the published version of the manuscript.
Funding
This research has received no external funding.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Data sharing is not applicable to this article.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Lee L.W., Zhang S., Etheridge A., Ma L., Martin D., Galas D., Wang K. Complexity of the microRNA repertoire revealed by next-generation sequencing. RNA. 2010;16:2170–2180. doi: 10.1261/rna.2225110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Zhang R., Su B. Small but influential: The role of microRNAs on gene regulatory network and 3’UTR evolution. J. Gene. Genomics. 2009;36:1–6. doi: 10.1016/S1673-8527(09)60001-1. [DOI] [PubMed] [Google Scholar]
- 3.Wen W., Mai S.J., Lin H.X., Zhang M.Y., Huang J.L., Hua X., Lin C., Long Z.Q., Lu Z.J., Sun X.Q., et al. Identification of two microRNA signatures in whole blood as novel biomarkers for diagnosis of nasopharyngeal carcinoma. J. Transl. Med. 2019;17:186. doi: 10.1186/s12967-019-1923-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Rossbach M. Small non-coding RNAs as novel therapeutics. Curr. Mol. Med. 2010;10:361–368. doi: 10.2174/156652410791317048. [DOI] [PubMed] [Google Scholar]
- 5.Zhang B., Pan X., Cobb G.P., Anderson T.A. MicroRNAs as oncogenes and tumor suppressors. Dev. Biol. 2007;302:1–12. doi: 10.1016/j.ydbio.2006.08.028. [DOI] [PubMed] [Google Scholar]
- 6.Lee R.C., Feinbaum R.L., Ambros V. The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14. Cell. 1993;75:843–854. doi: 10.1016/0092-8674(93)90529-Y. [DOI] [PubMed] [Google Scholar]
- 7.Wightman B., Ha I., Ruvkun G. Posttranscriptional regulation of the heterochronic gene lin-14 by lin-4 mediates temporal pattern formation in C. elegans. Cell. 1993;75:855–862. doi: 10.1016/0092-8674(93)90530-4. [DOI] [PubMed] [Google Scholar]
- 8.Bartel D.P. MicroRNAs: Genomics, biogenesis, mechanism, and function. Cell. 2004;116:281–297. doi: 10.1016/S0092-8674(04)00045-5. [DOI] [PubMed] [Google Scholar]
- 9.Ambros V., Lee R.C., Lavanway A., Williams P.T., Jewell D. MicroRNAs and other tiny endogenous RNAs in C. elegans. Curr. Biol. 2003;13:807–818. doi: 10.1016/S0960-9822(03)00287-2. [DOI] [PubMed] [Google Scholar]
- 10.Lu J., Getz G., Miska E.A., Alvarez-Saavedra E., Lamb J., Peck D., Sweet-Cordero A., Ebert B.L., Mak R.H., Ferrando A.A., et al. MicroRNA expression profiles classify human cancers. Nature. 2005;435:834–838. doi: 10.1038/nature03702. [DOI] [PubMed] [Google Scholar]
- 11.Lin S., Gregory R.I. MicroRNA biogenesis pathway in cancer. Nat. Rev. Cancer. 2015;15:321–333. doi: 10.1038/nrc3932. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Mitchell P.S., Parkin R.K., Kroh E.M., Fritz B.R., Wyman S.K., Pogosova-Agadjanyan E.L., Peterson A., Noteboom J., O’Briant K.C., Allen A., et al. Circulating microRNAs as stable blood-based markers for cancer detection. Proc. Natl. Acad. Sci. USA. 2008;105:10513–10518. doi: 10.1073/pnas.0804549105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Weber J.A., Baxter D.H., Zhang S., Huang D.Y., Huang K.H., Lee M.J., Galas D.J., Wang K. The microRNA spectrum in 12 body fluids. Clin. Chem. 2010;56:1733–1741. doi: 10.1373/clinchem.2010.147405. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Gilad S., Meiri E., Yogev Y., Benjamin S., Lebanony D., Yerushalmi N., Benjamin H., Kushnir M., Cholakh H., Melamed N., et al. Serum microRNAs are promising novel biomarkers. PLoS ONE. 2008;3:e3148. doi: 10.1371/journal.pone.0003148. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lytle J.R., Yario T.A., Steitz J.A. Target mRNAs are repressed as efficiently by microRNA-binding sites in the 5′ UTR as in the 3′ UTR. Proc. Natl. Acad. Sci. USA. 2007;104:9667–9672. doi: 10.1073/pnas.0703820104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Turchinovich A., Samatov T.R., Tonevitsky A.G., Burwinkel B. Circulating miRNAs: Cell-cell communication function? Front. Genet. 2013;4:119. doi: 10.3389/fgene.2013.00119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Croce C.M. Causes and consequences of microRNA dysregulation in cancer. Nat. Rev. Genet. 2009;10:704–714. doi: 10.1038/nrg2634. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Calin G.A., Sevignani C., Dumitru C.D., Hyslop T., Noch E., Yendamuri S., Shimizu M., Rattan S., Bullrich F., Negrini M., et al. Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancers. Proc. Natl. Acad. Sci. USA. 2004;101:2999–3004. doi: 10.1073/pnas.0307323101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Peng Y., Croce C.M. The role of MicroRNAs in human cancer. Signal Transduct. Target. Ther. 2016;1:15004. doi: 10.1038/sigtrans.2015.4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Bozgeyik E. Bioinformatic Analysis and In Vitro Validation of Let-7b and Let-7c in Breast Cancer. Comput. Biol. Chem. 2020;84:107191. doi: 10.1016/j.compbiolchem.2019.107191. [DOI] [PubMed] [Google Scholar]
- 21.Balatti V., Oghumu S., Bottoni A., Maharry K., Cascione L., Fadda P., Parwani A., Croce C., Iwenofu O.H. MicroRNA Profiling of Salivary Duct Carcinoma Versus Her2/Neu Overexpressing Breast Carcinoma Identify miR-10a as a Putative Breast Related Oncogene. Head Neck Pathol. 2019;13:344–354. doi: 10.1007/s12105-018-0971-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Kim M.W., Park S., Lee H., Gwak H., Hyun K.A., Kim J.Y., Jung H.I., Kim S. Multi-miRNA panel of tumor-derived extracellular vesicles as promising diagnostic biomarkers of early-stage breast cancer. Cancer Sci. 2021;112:5078–5087. doi: 10.1111/cas.15155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Chen W., Cao R., Su W., Zhang X., Xu Y., Wang P., Gan Z., Xie Y., Li H., Qin J. Simple and fast isolation of circulating exosomes with a chitosan modified shuttle flow microchip for breast cancer diagnosis. Lab Chip. 2021;21:1759–1770. doi: 10.1039/D0LC01311K. [DOI] [PubMed] [Google Scholar]
- 24.Farré P.L., Duca R.B., Massillo C., Dalton G.N., Graña K.D., Gardner K., Lacunza E., De Siervi A. MiR-106b-5p: A Master Regulator of Potential Biomarkers for Breast Cancer Aggressiveness and Prognosis. Int. J. Mol. Sci. 2021;22:11135. doi: 10.3390/ijms222011135. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Li M., Li Q., Yin Q., Wang Y., Shang J.M., Wang L.H. Evaluation of color Doppler ultrasound combined with plasma miR-21 and miR-27a in the diagnosis of breast cancer. Clin. Transl. Oncol. 2021;23:709–717. doi: 10.1007/s12094-020-02501-9. [DOI] [PubMed] [Google Scholar]
- 26.Ahmed F., Adnan M., Malik A., Tariq S., Kamal F., Ijaz B. Perception of breast cancer risk factors: Dysregulation of TGF-beta/miRNA axis in Pakistani females. PLoS ONE. 2021;16:e0255243. doi: 10.1371/journal.pone.0255243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Chen X., Li X., Wang J., Zhao L., Peng X., Zhang C., Liu K., Huang G., Lai Y. Breast invasive ductal carcinoma diagnosis with a three-miRNA panel in serum. Biomark. Med. 2021;15:951–963. doi: 10.2217/bmm-2020-0785. [DOI] [PubMed] [Google Scholar]
- 28.Loginov V.I., Burdennyy A.M., Filippova E.A., Pronina I.V., Lukina S.S., Kazubskaya T.P., Karpukhin A.V., Khodyrev D.S., Braga E.A. Aberrant Methylation of 21 MicroRNA Genes in Breast Cancer: Sets of Genes Associated with Progression and a System of Markers for Predicting Metastasis. Bull. Exp. Biol. Med. 2021;172:67–71. doi: 10.1007/s10517-021-05333-x. [DOI] [PubMed] [Google Scholar]
- 29.Itani M.M., Nassar F.J., Tfayli A.H., Talhouk R.S., Chamandi G.K., Itani A.R.S., Makoukji J., Boustany R.N., Hou L., Zgheib N.K., et al. A Signature of Four Circulating microRNAs as Potential Biomarkers for Diagnosing Early-Stage Breast Cancer. Int. J. Mol. Sci. 2021;22:6121. doi: 10.3390/ijms22116121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Liu X., Chang Q., Wang H., Qian H., Jiang Y. Discovery and function exploration of microRNA-155 as a molecular biomarker for early detection of breast cancer. Breast Cancer. 2021;28:806–821. doi: 10.1007/s12282-021-01215-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Nair M.G., Prabhu J.S., Korlimarla A., Rajarajan S., Hari P.S., Kaul R., Alexander A., Raghavan R., Srinath B.S., Sridhar T.S. miR-18a activates Wnt pathway in ER-positive breast cancer and is associated with poor prognosis. Cancer Med. 2020;9:5587–5597. doi: 10.1002/cam4.3183. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Sharma P.C., Gupta A. MicroRNAs: Potential biomarkers for diagnosis and prognosis of different cancers. Transl. Cancer Res. 2020;9:5798–5818. doi: 10.21037/tcr-20-1294. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Tan W., Liang G., Xie X., Jiang W., Tan L., Sanders A.J., Liu Z., Ling Y., Zhong W., Tian Z., et al. Incorporating MicroRNA into Molecular Phenotypes of Circulating Tumor Cells Enhances the Prognostic Accuracy for Patients with Metastatic Breast Cancer. Oncologist. 2019;24:e1044–e1054. doi: 10.1634/theoncologist.2018-0697. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Amirfallah A., Knutsdottir H., Arason A., Hilmarsdottir B., Johannsson O.T., Agnarsson B.A., Barkardottir R.B., Reynisdottir I. Hsa-miR-21-3p associates with breast cancer patient survival and targets genes in tumor suppressive pathways. PLoS ONE. 2021;16:e0260327. doi: 10.1371/journal.pone.0260327. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kashyap D., Kaur H. Life Sci. Cell-free miRNAs as non-invasive biomarkers in breast cancer: Significance in early diagnosis and metastasis prediction. Life Sci. 2020;246:117417. doi: 10.1016/j.lfs.2020.117417. [DOI] [PubMed] [Google Scholar]
- 36.Sato J., Shimomura A., Kawauchi J., Matsuzaki J., Yamamoto Y., Takizawa S., Sakamoto H., Ohno M., Narita Y., Ochiya T., et al. Brain metastasis-related microRNAs in patients with advanced breast cancer. PLoS ONE. 2019;14:e0221538. doi: 10.1371/journal.pone.0221538. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kim J. Identification of MicroRNAs as Diagnostic Biomarkers for Breast Cancer Based on the Cancer Genome Atlas. Diagnostics. 2021;11:107. doi: 10.3390/diagnostics11010107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Li Y., Zhang L., Dong Z., Xu H., Yan L., Wang W., Yang Q., Chen C. MicroRNA-155-5p promotes tumor progression and contributes to paclitaxel resistance via TP53INP1 in human breast cancer. Pathol. Res. Pract. 2021;220:153405. doi: 10.1016/j.prp.2021.153405. [DOI] [PubMed] [Google Scholar]
- 39.Xie X., Du D., Guan Y., Jin T., Chen J., Wang Q., Li D., Xie Y., Liu N., Xie P. Predictive Value of let-7a for Cancer Cell Repopulation between Chemotherapy and Long-Term Survival: A Prospective Study. Ann. Clin. Lab. Sci. 2021;51:638–645. [PubMed] [Google Scholar]
- 40.Zhang R., Liu P., Zhang X., Ye Y., Yu J. Lin28A promotes the proliferation and stemness of lung cancer cells via the activation of mitogen-activated protein kinase pathway dependent on microRNA let-7c. Ann. Transl. Med. 2021;9:982. doi: 10.21037/atm-21-2124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Faversani A., Favero C., Dioni L., Pesatori A.C., Bollati V., Montoli M., Musso V., Terrasi A., Fusco N., Nosotti M., et al. An EBC/Plasma miRNA Signature Discriminates Lung Adenocarcinomas From Pleural Mesothelioma and Healthy Controls. Front. Oncol. 2021;11:643280. doi: 10.3389/fonc.2021.643280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Yi M., Liao Z., Deng L., Xu L., Tan Y., Liu K., Chen Z., Zhang Y. High diagnostic value of miRNAs for NSCLC: Quantitative analysis for both single and combined miRNAs in lung cancer. Ann. Med. 2021;53:2178–2193. doi: 10.1080/07853890.2021.2000634. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Zhong S., Golpon H., Zardo P., Borlak J. miRNAs in lung cancer. A systematic review identifies predictive and prognostic miRNA candidates for precision medicine in lung cancer. Transl. Res. 2021;230:164–196. doi: 10.1016/j.trsl.2020.11.012. [DOI] [PubMed] [Google Scholar]
- 44.Soliman S.E., Abdelaleem A.H., Alhanafy A.M., Ibrahem R.A.L., Elhaded A.S.A., Assar M.F.A. Circulating miR-21-5p and miR-126-3p: Diagnostic, prognostic value, and multivariate analysis in non-small-cell lung cancer. Mol. Biol. Rep. 2021;48:2543–2552. doi: 10.1007/s11033-021-06302-3. [DOI] [PubMed] [Google Scholar]
- 45.Zhu L.R., Yuan R.X., Xia X.B., Wang Y., Zhu Y.M., Fi L., Li J. Assessment of a panel of miRNAs in serum and pleural fluid for the differential diagnosis of malignant and benign pleural effusion. Cancer Biomark. 2022;33:71–82. doi: 10.3233/CBM-210090. [DOI] [PubMed] [Google Scholar]
- 46.Deng F., Xu Z., Zhou J., Zhang R., Gong X. ANLN Regulated by miR-30a-5p Mediates Malignant Progression of Lung Adenocarcinoma. Comput. Math. Methods Med. 2021;2021:9549287. doi: 10.1155/2021/9549287. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 47.Shen Z.Y., Sun S.H. CircPTCH1 Promotes Migration in Lung Cancer by Regulating MYCN Expression Through miR-34c-5p. Onco Targets Ther. 2021;14:4779–4789. doi: 10.2147/OTT.S324015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Wang Y., Wang Z., Lu J., Zhang H. Circular RNA circ-PTEN elevates PTEN inhibiting the proliferation of non-small cell lung cancer cells. Hum. Cell. 2021;34:1174–1184. doi: 10.1007/s13577-021-00526-y. [DOI] [PubMed] [Google Scholar]
- 49.Cavallari I., Ciccarese F., Sharova E., Urso L., Raimondi V., Silic-Benussi M., D’Agostino D.M., Ciminale V. The miR-200 Family of microRNAs: Fine Tuners of Epithelial-Mesenchymal Transition and Circulating Cancer Biomarkers. Cancers. 2021;13:5874. doi: 10.3390/cancers13235874. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Xin G., Cao X., Zhao W., Lv P., Qiu G., Li Y., Wang B., Fang B., Jia Y. MicroRNA expression profile and TNM staging system predict survival in patients with lung adenocarcinoma. Math. Biosci. Eng. 2020;17:8074–8083. doi: 10.3934/mbe.2020409. [DOI] [PubMed] [Google Scholar]
- 51.Siriwardhana C., Khadka V.S., Chen J.J., Deng Y. Development of a miRNA-seq based prognostic signature in lung adenocarcinoma. BMC Cancer. 2019;19:34. doi: 10.1186/s12885-018-5206-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Yu Y., Zeng D., Ou Q., Liu S., Li A., Chen Y., Lin D., Gao Q., Zhou H., Liao W., et al. Association of Survival and Immune-Related Biomarkers With Immunotherapy in Patients With Non-Small Cell Lung Cancer: A Meta-analysis and Individual Patient-Level Analysis. JAMA Netw. Open. 2019;2:e196879. doi: 10.1001/jamanetworkopen.2019.6879. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Krieger T., Pearson I., Bell J., Doherty J., Robbins P. Targeted literature review on use of tumor mutational burden status and programmed cell death ligand 1 expression to predict outcomes of checkpoint inhibitor treatment. Diagn. Pathol. 2020;15:6. doi: 10.1186/s13000-020-0927-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Micolucci L., Akhtar M.M., Olivieri F., Rippo M.R., Procopio A.D. Diagnostic value of microRNAs in asbestos exposure and malignant mesothelioma: Systematic review and qualitative meta-analysis. Oncotarget. 2016;7:58606–58637. doi: 10.18632/oncotarget.9686. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Monastirioti A., Papadaki C., Rounis K., Kalapanida D., Mavroudis D., Agelaki S. A Prognostic Role for Circulating microRNAs Involved in Macrophage Polarization in Advanced Non-Small Cell Lung Cancer. Cells. 2021;10:1988. doi: 10.3390/cells10081988. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Zhang Y., Zhang Y., Yin Y., Li S. Detection of circulating exosomal miR-17-5p serves as a novel non-invasive diagnostic marker for non-small cell lung cancer patients. Pathol. Res. Pract. 2019;215:152466. doi: 10.1016/j.prp.2019.152466. [DOI] [PubMed] [Google Scholar]
- 57.Nguyen H.T., Kacimi S.E.O., Nguyen T.L., Suman K.H., Lemus-Martin R., Saleem H., Do D.N. MiR-21 in the Cancers of the Digestive System and Its Potential Role as a Diagnostic, Predictive, and Therapeutic Biomarker. Biology. 2021;10:417. doi: 10.3390/biology10050417. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Liu X., Pu K., Wang Y., Chen Y., Zhou Y. Gastric cancer-associated microRNA expression signatures: Integrated bioinformatics analysis, validation, and clinical significance. Ann. Transl. Med. 2021;9:797. doi: 10.21037/atm-21-1631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Ahadi A. A systematic review of microRNAs as potential biomarkers for diagnosis and prognosis of gastric cancer. Immunogenetics. 2021;73:155–161. doi: 10.1007/s00251-020-01201-6. [DOI] [PubMed] [Google Scholar]
- 60.Maminezhad H., Ghanadian S., Pakravan K., Razmara E., Rouhollah F., Mossahebi-Mohammadi M., Babashah S. A panel of six-circulating miRNA signature in serum and its potential diagnostic value in colorectal cancer. Life Sci. 2020;258:118226. doi: 10.1016/j.lfs.2020.118226. [DOI] [PubMed] [Google Scholar]
- 61.Dokhanchi M., Pakravan K., Zareian S., Hussen B.M., Farid M., Razmara E., Mossahebi-Mohammadi M., Cho W.C., Babashah S. Colorectal cancer cell-derived extracellular vesicles transfer miR-221-3p to promote endothelial cell angiogenesis via targeting suppressor of cytokine signaling 3. Life Sci. 2021;285:119937. doi: 10.1016/j.lfs.2021.119937. [DOI] [PubMed] [Google Scholar]
- 62.Sharma B., Randhawa V., Vaiphei K., Gupta V., Dahiya D., Agnihotri N. Expression of miR-18a-5p, miR-144-3p, and miR-663b in colorectal cancer and their association with cholesterol homeostasis. J. Steroid Biochem. Mol. Biol. 2021;208:105822. doi: 10.1016/j.jsbmb.2021.105822. [DOI] [PubMed] [Google Scholar]
- 63.Nassar F.J., Msheik Z.S., Itani M.M., Helou R.E., Hadla R., Kreidieh F., Bejjany R., Mukherji D., Shamseddine A., Nasr R.R., et al. Circulating miRNA as Biomarkers for Colorectal Cancer Diagnosis and Liver Metastasis. Diagnostics. 2021;11:341. doi: 10.3390/diagnostics11020341. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Zaniani N.R., Oroujalian A., Valipour A., Peymani M. LAMTOR5 expression level is a biomarker for colorectal cancer and lncRNA LAMTOR5-AS1 predicting miRNA sponging effect. Mol. Biol. Rep. 2021;48:6093–6101. doi: 10.1007/s11033-021-06623-3. [DOI] [PubMed] [Google Scholar]
- 65.Song X., Li W., Shen P., Bai B., Cao L.L. miR-19 Is a Potential Clinical Biomarker for Gastrointestinal Malignancy: A Systematic Review and Meta-analysis. Biomed. Res. Int. 2020;2020:2810150. doi: 10.1155/2020/2810150. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Yamada N.O., Senda T. Circulating microRNA-92a-3p in colorectal cancer: A review. Med. Mol. Morphol. 2021;54:193–202. doi: 10.1007/s00795-021-00282-w. [DOI] [PubMed] [Google Scholar]
- 67.Fu P., Lin L., Zhou H., Zhao S., Jie Z. Circular RNA circEGFR regulates tumor progression via the miR-106a-5p/DDX5 axis in colorectal cancer. Braz. J. Med. Biol. Res. 2021;54:e10940. doi: 10.1590/1414-431x2020e10940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Liu T., Liu D., Guan S., Dong M. Diagnostic role of circulating MiR-21 in colorectal cancer: A update meta-analysis. Ann. Med. 2021;53:87–102. doi: 10.1080/07853890.2020.1828617. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Ibrahiem A.T., Fawzy M.S., Abu AlSel B.T., Toraih E.A. Prognostic value of BRAF/MIR-17 signature and B-Raf protein expression in patients with colorectal cancer: A pilot study. J. Clin. Lab. Anal. 2021;35:e23679. doi: 10.1002/jcla.23679. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Calvo-López T., Paz-Cabezas M., Llovet P., Ibañez M.D., Sastre J., Alonso-Orduña V., Viéitez J.M., Yubero A., Vera R., Asensio-Martínez E., et al. Association of miR-21 and miR-335 to microsatellite instability and prognosis in stage III colorectal cancer. Cancer Biomark. 2021 doi: 10.3233/CBM-210353. [DOI] [PubMed] [Google Scholar]
- 71.Gerovska D., Garcia-Gallastegi P., Crende O., Márquez J., Larrinaga G., Unzurrunzaga M., Araúzo-Bravo M.J., Badiola I. GeromiRs Are Downregulated in the Tumor Microenvironment during Colon Cancer Colonization of the Liver in a Murine Metastasis Model. Int. J. Mol. Sci. 2021;22:4819. doi: 10.3390/ijms22094819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Ganepola G.A., Rutledge Suman J.R., Suman P., Yiengpruksawan A., Chang D.H. Novel blood-based microRNA biomarker panel for early diagnosis of pancreatic cancer. World J. Gastrointest. Oncol. 2014;6:22–33. doi: 10.4251/wjgo.v6.i1.22. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Schultz N.A., Dehlendorff C., Jensen B.V., Bjerregaard J.K., Nielsen K.R., Bojesen S.E., Calatayud D., Nielsen S.E., Yilmaz M., Holländer N.H., et al. MicroRNA biomarkers in whole blood for detection of pancreatic cancer. JAMA. 2014;311:392–404. doi: 10.1001/jama.2013.284664. [DOI] [PubMed] [Google Scholar]
- 74.Zhao G., Zhang J.G., Shi Y., Qin Q., Liu Y., Wang B., Tian K., Deng S.C., Li X., Zhu S., et al. MiR-130b is a prognostic marker and inhibits cell proliferation and invasion in pancreatic cancer through targeting STAT3. PLoS ONE. 2013;8:e73803. doi: 10.1371/journal.pone.0073803. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Mardin W.A., Mees S.T. MicroRNAs: Novel diagnostic and therapeutic tools for pancreatic ductal adenocarcinoma? Ann. Surg. Oncol. 2009;16:3183–3189. doi: 10.1245/s10434-009-0623-1. [DOI] [PubMed] [Google Scholar]
- 76.Chen Z.H., Zhang G.L., Li H.R., Luo J.D., Li Z.X., Chen G.M., Yang J. A panel of five circulating microRNAs as potential biomarkers for prostate cancer. Prostate. 2012;72:1443–1452. doi: 10.1002/pros.22495. [DOI] [PubMed] [Google Scholar]
- 77.Mahn R., Heukamp L.C., Rogenhofer S., von Ruecker A., Müller S.C., Ellinger J. Circulating microRNAs (miRNA) in serum of patients with prostate cancer. Urology. 2011;77:e9–e16. doi: 10.1016/j.urology.2011.01.020. [DOI] [PubMed] [Google Scholar]
- 78.Shen J., Hruby G.W., McKiernan J.M., Gurvich I., Lipsky M.J., Benson M.C., Santella R.M. Dysregulation of circulating microRNAs and prediction of aggressive prostate cancer. Prostate. 2012;72:1469–1477. doi: 10.1002/pros.22499. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Zhang H.L., Yang L.F., Zhu Y., Yao X.D., Zhang S.L., Dai B., Zhu Y.P., Shen Y.J., Shi G.H., Ye D.W. Serum miRNA-21: Elevated levels in patients with metastatic hormone-refractory prostate cancer and potential predictive factor for the efficacy of docetaxel-based chemotherapy. Prostate. 2011;71:326–331. doi: 10.1002/pros.21246. [DOI] [PubMed] [Google Scholar]
- 80.Resnick K.E., Alder H., Hagan J.P., Richardson D.L., Croce C.M., Cohn D.E. The detection of differentially expressed microRNAs from the serum of ovarian cancer patients using a novel real-time PCR platform. Gynecol. Oncol. 2009;112:55–59. doi: 10.1016/j.ygyno.2008.08.036. [DOI] [PubMed] [Google Scholar]
- 81.Shah P.P., Hutchinson L.E., Kakar S.S. Emerging role of microRNAs in diagnosis and treatment of various diseases including ovarian cancer. J. Ovarian Res. 2009;2:11. doi: 10.1186/1757-2215-2-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Zaman M.S., Maher D.M., Khan S., Jaggi M., Chauhan S.C. Current status and implications of microRNAs in ovarian cancer diagnosis and therapy. J. Ovarian Res. 2012;5:44. doi: 10.1186/1757-2215-5-44. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Kan C.W., Hahn M.A., Gard G.B., Maidens J., Huh J.Y., Marsh D.J., Howell V.M. Elevated levels of circulating microRNA-200 family members correlate with serous epithelial ovarian cancer. BMC Cancer. 2012;12:627. doi: 10.1186/1471-2407-12-627. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Neagu M., Constantin C., Cretoiu S.M., Zurac S. miRNAs in the Diagnosis and Prognosis of Skin Cancer. Front. Cell. Dev. Biol. 2020;8:71. doi: 10.3389/fcell.2020.00071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Cinque A., Vago R., Trevisani F. Circulating RNA in Kidney Cancer: What We Know and What We Still Suppose. Genes. 2021;12:835. doi: 10.3390/genes12060835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Rogucki M., Buczyńska A., Krętowski A.J., Popławska-Kita A. The Importance of miRNA in the Diagnosis and Prognosis of Papillary Thyroid Cancer. J. Clin. Med. 2021;10:4738. doi: 10.3390/jcm10204738. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Zhou Q., Huang S.X., Zhang F., Li S.J., Liu C., Xi Y.Y., Wang L., Wang X., He Q.Q., Sun C.C., et al. MicroRNAs: A novel potential biomarker for diagnosis and therapy in patients with non-small cell lung cancer. Cell Prolif. 2017;50:e12394. doi: 10.1111/cpr.12394. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Jiang H.G., Dai C.H., Xu Y.P., Jiang Q., Xia X.B., Shu Y., Li J. Four plasma miRNAs act as biomarkers for diagnosis and prognosis of non-small cell lung cancer. Oncol. Lett. 2021;22:792. doi: 10.3892/ol.2021.13053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Artemaki P.I., Letsos P.A., Zoupa I.C., Katsaraki K., Karousi P., Papageorgiou S.G., Pappa V., Scorilas A., Kontos C.K. The Multifaceted Role and Utility of MicroRNAs in Indolent B-Cell Non-Hodgkin Lymphomas. Biomedicines. 2021;9:333. doi: 10.3390/biomedicines9040333. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Liu B., Li J., Cairns M.J. Identifying miRNAs, targets and functions. Brief. Bioinform. 2014;15:336. doi: 10.1186/1471-2105-15-336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Alles J., Fehlmann T., Fischer U., Backes C., Galata V., Minet M., Hart M., Abu-Halima M., Grässer F.A., Lenhof H.P., et al. An estimate of the total number of true human miRNAs. Nucleic Acids Res. 2019;47:3353–3364. doi: 10.1093/nar/gkz097. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Rishabh K., Khadilkar S., Kumar A., Kalra I., Kumar A.P., Kunnumakkara A.B. MicroRNAs as Modulators of Oral Tumorigenesis-A Focused Review. Int. J. Mol. Sci. 2021;22:2561. doi: 10.3390/ijms22052561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Chen C.Z. MicroRNAs as oncogenes and tumor suppressors. N. Engl. J. Med. 2005;353:1768–1771. doi: 10.1056/NEJMp058190. [DOI] [PubMed] [Google Scholar]
- 94.Chen Y., Fu L.L., Wen X., Liu B., Huang J., Wang J.H., Wei Y.Q. Oncogenic and tumor suppressive roles of microRNAsin apoptosis and autophagy. Apoptosis. 2014;19:1177–1189. doi: 10.1007/s10495-014-0999-7. [DOI] [PubMed] [Google Scholar]
- 95.Corté H., Manceau G., Blons H., Laurent-Puig P. MicroRNA and colorectal cancer. Dig. Liver Dis. 2012;44:195–200. doi: 10.1016/j.dld.2011.10.010. [DOI] [PubMed] [Google Scholar]
- 96.Piao Y., Piao M., Ryu K.H. Multiclass cancer classification using a feature subset-based ensemble from microRNA expression profiles. Comput. Biol. Med. 2017;80:39–44. doi: 10.1016/j.compbiomed.2016.11.008. [DOI] [PubMed] [Google Scholar]
- 97.Wang D., Feng M., Ma X., Tao K., Wang G. Transcription factor SP1-induced microRNA-146b-3p facilitates the progression and metastasis of colorectal cancer via regulating FAM107A. Life Sci. 2021;277:119398. doi: 10.1016/j.lfs.2021.119398. [DOI] [PubMed] [Google Scholar]
- 98.Luo X., Burwinkel B., Tao S., Brenner H. MicroRNA signatures: Novel biomarker for colorectal cancer? Cancer Epidemiol. Prev. Biomark. 2011;20:1272–1276. doi: 10.1158/1055-9965.EPI-11-0035. [DOI] [PubMed] [Google Scholar]
- 99.Loh H.Y., Norman B.P., Lai K.S., Rahman N., Alitheen N., Osman M.A. The Regulatory Role of MicroRNAs in Breast Cancer. Int. J. Mol. Sci. 2019;20:4940. doi: 10.3390/ijms20194940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Singh R., Mo Y.Y. Role of microRNAs in breast cancer. Cancer Biol. Ther. 2013;14:201–212. doi: 10.4161/cbt.23296. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Frixa T., Donzelli S., Blandino G. Oncogenic MicroRNAs: Key Players in Malignant Transformation. Cancers. 2015;7:2466–2485. doi: 10.3390/cancers7040904. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Mollaei H., Safaralizadeh R., Rostami Z. MicroRNA replacement therapy in cancer. J. Cell. Physiol. 2019;234:12369–12384. doi: 10.1002/jcp.28058. [DOI] [PubMed] [Google Scholar]
- 103.Tessitore A., Cicciarelli G., Mastroiaco V., Del Vecchio F., Capece D., Verzella D., Fischietti M., Vecchiotti D., Zazzeroni F., Alesse E. Therapeutic Use of MicroRNAs in Cancer. Anticancer Agents Med. Chem. 2016;16:7–19. doi: 10.2174/1871520615666150824153358. [DOI] [PubMed] [Google Scholar]
- 104.Zhang W., Dahlberg J.E., Tam W. MicroRNAs in tumorigenesis: A primer. Am. J. Pathol. 2007;171:728–738. doi: 10.2353/ajpath.2007.070070. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Lawrie C.H., Gal S., Dunlop H.M., Pushkaran B., Liggins A.P., Pulford K., Banham A.H., Pezzella F., Boultwood J., Wainscoat J.S., et al. Detection of elevated levels of tumour-associated microRNAs in serum of patients with diffuse large B-cell lymphoma. Br. J. Haematol. 2008;141:672–675. doi: 10.1111/j.1365-2141.2008.07077.x. [DOI] [PubMed] [Google Scholar]
- 106.Chen X., Ba Y., Ma L., Cai X., Yin Y., Wang K., Guo J., Zhang Y., Chen J., Guo X., et al. Characterization of microRNAs in serum: A novel class of biomarkers for diagnosis of cancer and other diseases. Cell Res. 2008;18:997–1006. doi: 10.1038/cr.2008.282. [DOI] [PubMed] [Google Scholar]
- 107.Fang C., Zhu D.X., Dong H.J., Zhou Z.J., Wang Y.H., Liu L., Fan L., Miao K.R., Liu P., Xu W., et al. Serum microRNAs are promising novel biomarkers for diffuse large B cell lymphoma. Ann. Hematol. 2012;91:553–559. doi: 10.1007/s00277-011-1350-9. [DOI] [PubMed] [Google Scholar]
- 108.Jackson D.B. Serum-based microRNAs: Are we blinded by potential? Proc. Natl. Acad. Sci. USA. 2009;106:E5. doi: 10.1073/pnas.0809999106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 109.Zen K., Zhang C.Y. Circulating microRNAs: A novel class of biomarkers to diagnose and monitor human cancers. Med. Res. Rev. 2012;32:326–348. doi: 10.1002/med.20215. [DOI] [PubMed] [Google Scholar]
- 110.Valadi H., Ekström K., Bossios A., Sjöstrand M., Lee J.J., Lötvall J.O. Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nat. Cell Biol. 2007;9:654–659. doi: 10.1038/ncb1596. [DOI] [PubMed] [Google Scholar]
- 111.Rabinowits G., Gercel-Taylor C., Day J.M., Taylor D.D., Kloecker G.H. Exosomal microRNA: A diagnostic marker for lung cancer. Clin. Lung Cancer. 2009;10:42–46. doi: 10.3816/CLC.2009.n.006. [DOI] [PubMed] [Google Scholar]
- 112.Silva J., Garcia V., Zaballos A., Provencio M., Lombardia L., Almonacid L., Garcia J.M., Dominguez G., Peña C., Diaz R., et al. Vesicle-related microRNAs in plasma of nonsmall cell lung cancer patients and correlation with survival. Eur. Respir. J. 2011;37:617–623. doi: 10.1183/09031936.00029610. [DOI] [PubMed] [Google Scholar]
- 113.Turchinovich A., Weiz L., Langheinz A., Burwinkel B. Characterization of extracellular circulating microRNA. Nucleic Acids Res. 2011;39:7223–7233. doi: 10.1093/nar/gkr254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 114.Zampetaki A., Willeit P., Drozdov I., Kiechl S., Mayr M. Profiling of circulating microRNAs: From single biomarkers to re-wired networks. Cardiovasc. Res. 2012;93:555–562. doi: 10.1093/cvr/cvr266. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115.Arroyo J.D., Chevillet J.R., Kroh E.M., Ruf I.K., Pritchard C.C., Gibson D.F., Mitchell P.S., Bennett C.F., Pogosova-Agadjanyan E.L., Stirewalt D.L., et al. Argonaute2 complexes carry a population of circulating microRNAs independent of vesicles in human plasma. Proc. Natl. Acad. Sci. USA. 2011;108:5003–5008. doi: 10.1073/pnas.1019055108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Zhang N., Hu X., Du Y., Du J. The role of miRNAs in colorectal cancer progression and chemoradiotherapy. Biomed. Pharmacother. 2021;134:111099. doi: 10.1016/j.biopha.2020.111099. [DOI] [PubMed] [Google Scholar]
- 117.Tian L., Shan W., Zhang Y., Lv X., Li X., Wei C. Up-Regulation of miR-21 Expression Predicate Advanced Clinicopathological Features and Poor Prognosis in Patients with Non-Small Cell Lung Cancer. Pathol. Oncol. Res. 2016;22:161–167. doi: 10.1007/s12253-015-9979-7. [DOI] [PubMed] [Google Scholar]
- 118.Kumar S., Sharawat S.K., Ali A., Gaur V., Malik P.S., Kumar S., Mohan A., Guleria R. Identification of differentially expressed circulating serum microRNA for the diagnosis and prognosis of Indian non-small cell lung cancer patients. Kum. Curr. Probl. Cancer. 2020;44:100540. doi: 10.1016/j.currproblcancer.2020.100540. [DOI] [PubMed] [Google Scholar]
- 119.Adhami M., Haghdoost A.A., Sadeghi B., Malekpour Afshar R. Candidate miRNAs in human breast cancer biomarkers: A systematic review. Breast Cancer. 2018;25:198–205. doi: 10.1007/s12282-017-0814-8. [DOI] [PubMed] [Google Scholar]
- 120.Kadera B.E., Li L., Toste P.A., Wu N., Adams C., Dawson D.W., Donahue T.R. MicroRNA-21 in pancreatic ductal adenocarcinoma tumor-associated fibroblasts promotes metastasis. PLoS ONE. 2013;8:e71978. doi: 10.1371/journal.pone.0071978. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Ma J., Dong C., Ji C. MicroRNA and drug resistance. Cancer Gene Ther. 2010;17:523–531. doi: 10.1038/cgt.2010.18. [DOI] [PubMed] [Google Scholar]
- 122.Valeri N., Gasparini P., Braconi C., Paone A., Lovat F., Fabbri M., Sumani K.M., Alder H., Amadori D., Patel T., et al. MicroRNA-21 induces resistance to 5-fluorouracil by down-regulating human DNA MutS homolog 2 (hMSH2) Proc. Natl. Acad. Sci. USA. 2010;107:21098–21103. doi: 10.1073/pnas.1015541107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123.Pu Y., Zhao F., Li Y., Cui M., Wang H., Meng X., Cai S. The miR-34a-5p promotes the multi-chemoresistance of osteosarcoma via repression of the AGTR1 gene. BMC Cancer. 2017;17:45. doi: 10.1186/s12885-016-3002-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.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. doi: 10.1016/j.clcc.2011.06.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 125.Mencia N., Selga E., Noé V., Ciudad C.J. Underexpression of miR-224 in methotrexate resistant human colon cancer cells. Biochem. Pharmacol. 2011;82:1572–1582. doi: 10.1016/j.bcp.2011.08.009. [DOI] [PubMed] [Google Scholar]
- 126.Chai H., Liu M., Tian R., Li X., Tang H. MiR-20a targets BNIP2 and contributes chemotherapeutic resistance in colorectal adenocarcinoma SW480 and SW620 cell lines. Acta Biochim. Biophys. Sin. (Shanghai) 2011;43:217–225. doi: 10.1093/abbs/gmq125. [DOI] [PubMed] [Google Scholar]
- 127.Antolin S., Calvo L., Blanco-Calvo M., Santiago M.P., Lorenzo-Patino M.J., Haz-Conde M., Santamarina I., Figueroa A., Antón-Aparicio L.M., Valladares-Ayerbes M. Circulating miR-200c and miR-141 and outcomes in patients with breast cancer. BMC Cancer. 2015;15:297. doi: 10.1186/s12885-015-1238-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Zanutto S., Pizzamiglio S., Ghilotti M., Bertan C., Ravagnani F., Perrone F., Leo E., Pilotti S., Verderio P., Gariboldi M., et al. Circulating miR-378 in plasma: A reliable, haemolysis-independent biomarker for colorectal cancer. Br. J. Cancer. 2014;110:1001–1007. doi: 10.1038/bjc.2013.819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 129.Zhang J., Song Y., Zhang C., Zhi X., Fu H., Ma Y., Chen Y., Pan F., Wang K., Ni J., et al. Circulating MiR-16-5p and MiR-19b-3p as two novel potential biomarkers to indicate progression of gastric cancer. Theranostics. 2015;5:733–745. doi: 10.7150/thno.10305. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 130.Zhao Y., Song Y., Yao L., Song G., Teng C. Circulating microRNAs: Promising biomarkers involved in several cancers and other diseases. DNA Cell Biol. 2017;36:77–94. doi: 10.1089/dna.2016.3426. [DOI] [PubMed] [Google Scholar]
- 131.Kawaguchi T., Komatsu S., Ichikawa D., Morimura R., Tsujiura M., Konishi H., Takeshita H., Nagata H., Arita T., Hirajima S., et al. Clinical impact of circulating miR-221 in plasma of patients with pancreatic cancer. Br. J. Cancer. 2013;108:361–369. doi: 10.1038/bjc.2012.546. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Mirzaei H.R., Sahebkar A., Mohammadi M., Yari R., Salehi H., Jafari M.H., Namdar A., Khabazian E., Jaafari M.R., Mirzaei H. Circulating microRNAs in hepatocellular carcinoma: Potential diagnostic and prognostic biomarkers. Curr. Pharm. Des. 2016;22:5257–5269. doi: 10.2174/1381612822666160303110838. [DOI] [PubMed] [Google Scholar]
- 133.Zedan A.H., Hansen T.F., Assenholt J., Pleckaitis M., Madsen J.S., Osther P.J.S. microRNA expression in tumour tissue and plasma in patients with newly diagnosed metastatic prostate cancer. Tumour. Biol. 2018;40:1010428318775864. doi: 10.1177/1010428318775864. [DOI] [PubMed] [Google Scholar]
- 134.Tribolet L., Kerr E., Cowled C., Bean A.G.D., Stewart C.R., Dearnley M., Farr R.J. MicroRNA Biomarkers for Infectious Diseases: From Basic Research to Biosensing. Front. Microbiol. 2020;11:1197. doi: 10.3389/fmicb.2020.01197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 135.Beltran-Garcia J., Osca-Verdegal R., Mena-Molla S., Garcia-Gimenes J.L. Epigenetic IVD Tests for Personalized Precision Medicine in Cancer. Front. Genet. 2019;10:621. doi: 10.3389/fgene.2019.00621. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 136.Tay F.C., Lim J.K., Zhu H., Hin L.C., Wang S. Using artificial microRNA sponges to achieve microRNA loss-of-function in cancer cells. Adv. Drug Deliv. Rev. 2015;81:117–127. doi: 10.1016/j.addr.2014.05.010. [DOI] [PubMed] [Google Scholar]
- 137.Kelly B.D., Miller N., Healy N.A., Walsh K., Kerin M.J. A review of expression profiling of circulating microRNAs in men with prostate cancer. BJU Int. 2013;111:17–21. doi: 10.1111/j.1464-410X.2012.11244.x. [DOI] [PubMed] [Google Scholar]
- 138.Barger J.F., Nana-Sinkam S.P. MicroRNA as tools and therapeutics in lung cancer. Respir. Med. 2015;109:803–812. doi: 10.1016/j.rmed.2015.02.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 139.Henry J.C., Azevedo-Pouly A.C.P., Schmittgen T.D. MicroRNA replacement therapy for cancer. Pharm. Res. 2011;28:3030–3042. doi: 10.1007/s11095-011-0548-9. [DOI] [PubMed] [Google Scholar]
- 140.An Z., Ren J., Yang G., Zhang W., Yu C. MicroRNA let-7: Regulation, single nucleotide polymorphism, and therapy in lung cancer. J. Cancer Res. Ther. 2015;11:1. doi: 10.4103/0973-1482.163830. [DOI] [PubMed] [Google Scholar]
- 141.Dong Y., Liu Y., Jiang A., Li R., Yin M., Wang Y. MicroRNA-335 suppresses the proliferation, migration, and invasion of breast cancer cells by targeting EphA4. Mol. Cell Biochem. 2018;439:95–104. doi: 10.1007/s11010-017-3139-1. [DOI] [PubMed] [Google Scholar]
- 142.Tagawa H., Karube K., Tsuzuki S., Ohshima K., Seto M. Synergistic action of the microRNA-17 polycistron and Myc in aggressive cancer development. Cancer Sci. 2007;98:1482–1490. doi: 10.1111/j.1349-7006.2007.00531.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 143.Wan X., Ding X., Chen S., Song H., Jiang H., Fang Y., Li P., Guo J. The functional sites of miRNAs and lncRNAs in gastric carcinogenesis. Tumour. Biol. 2015;36:521–532. doi: 10.1007/s13277-015-3136-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Zhou E., Luo L., Ma L.J., Yin J., Tan Z.Q., Miao G.Y., Liu J., Xiao X.P. Diagnostic value of serum miRNA let-7a for laryngeal carcinoma and effects of let-7a on proliferation and apoptosis of laryngeal carcinoma cells. Chin. J. Otorhinolaryngol. Head Neck Surg. 2019;54:534–539. doi: 10.3760/cma.j.issn.1673-0860.2019.07.010. [DOI] [PubMed] [Google Scholar]
- 145.Wu W., Liu S., Liang Y., Zhou Z., Liu X. MiR-7 inhibits progression of hepatocarcinoma by targeting KLF-4 and promises a novel diagnostic biomarker. Cancer Cell Int. 2017;17:31. doi: 10.1186/s12935-017-0386-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 146.Long X.B., Sun G.B., Hu S., Liang G.T., Wang N., Zhang X.H., Cao P.P., Zhen H.T., Cui Y.H., Liu Z. Let-7a microRNA functions as a potential tumor suppressor in human laryngeal cancer. Oncol. Rep. 2009;22:1189–1195. doi: 10.3892/or_00000554. [DOI] [PubMed] [Google Scholar]
- 147.Stahlhut C., Slack F.J. Combinatorial action of microRNAs let-7 and miR-34 effectively synergizes with erlotinib to suppress non-small-cell lung cancer cell proliferation. Cell Cycle. 2015;14:2171–2180. doi: 10.1080/15384101.2014.1003008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Li Y., Cai B., Shen L., Dong Y., Lu Q. miRNA-29b suppresses tumor growth through simultaneously inhibiting angiogenesis and tumorigenesis by targeting Akt3. Cancer Lett. 2017;397:111–119. doi: 10.1016/j.canlet.2017.03.032. [DOI] [PubMed] [Google Scholar]
- 149.Kong Y., Zou S., Yang F., Xu X., Bu W., Jia J., Liu Z. RUNX3-mediated up-regulation of miR-29b suppresses the proliferation and migration of gastric cancer cells by targeting KDM2A. Cancer Lett. 2016;381:138–148. doi: 10.1016/j.canlet.2016.07.038. [DOI] [PubMed] [Google Scholar]
- 150.Wu J., Wu G., Lv L., Ren Y.F., Zhang X.J., Xue Y.F., Li G., Lu X., Sun Z., Tang K.F. MicroRNA-34a inhibits migration and invasion of colon cancer cells via targeting to Fra-1. Carcinogenesis. 2012;33:519–528. doi: 10.1093/carcin/bgr304. [DOI] [PubMed] [Google Scholar]
- 151.Zhang X.J., Ye H., Zeng C.W., He B., Zhang H., Chen Y.Q. Dysregulation of miR-15a and miR-214 in human pancreatic cancer. J. Hematol. Oncol. 2010;3:46. doi: 10.1186/1756-8722-3-46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 152.Amodeo V., Bazan V., Fanale D., Insalaco L., Caruso S., Cicero G., Bronte G., Rolfo C., Santini D., Russo A. Effects of anti-miR-182 on TSP-1 expression in human colon cancer cells: There is a sense in antisense? Expert Opin. Ther. Targets. 2013;17:1249–1261. doi: 10.1517/14728222.2013.832206. [DOI] [PubMed] [Google Scholar]
- 153.Nedaeinia R., Sharifi M., Avan A., Kazemi M., Rafiee L., Ghayour-Mobarhan M., Salehi R. Locked nucleic acid anti-miR-21 inhibits cell growth and invasive behaviors of a colorectal adenocarcinoma cell line: LNA-anti-miR as a novel approach. Cancer Gene Ther. 2016;23:246–253. doi: 10.1038/cgt.2016.25. [DOI] [PubMed] [Google Scholar]
- 154.Li D., Zhang J., Li J. Role of miRNA sponges in hepatocellular carcinoma. Clin. Chim. Acta. 2020;500:10–19. doi: 10.1016/j.cca.2019.09.013. [DOI] [PubMed] [Google Scholar]
- 155.Oh S.Y., Ju Y., Park H. A highly effective and long-lasting inhibition of miRNAs with PNA-based antisense oligonucleotides. Mol. Cells. 2009;28:341–345. doi: 10.1007/s10059-009-0134-8. [DOI] [PubMed] [Google Scholar]
- 156.Scherr M., Venturini L., Battmer K., Schaller-Schoenitz M., Schaefer D., Dallmann I., Ganser A., Eder M. Lentivirus-mediated antagomir expression for specific inhibition of miRNA function. Nucleic Acids Res. 2007;35:e149. doi: 10.1093/nar/gkm971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 157.Shah M.Y., Ferrajoli A., Sood A.K., Lopez-Berestein G., Calin G.A. MicroRNA Therapeutics in Cancer—An Emerging Concept. EBioMedicine. 2016;12:34–42. doi: 10.1016/j.ebiom.2016.09.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 158.Roundtree I.A., Evans M.E., Pan T., He C. Dynamic RNA Modifications in Gene Expression Regulation. Cell. 2017;169:1187–1200. doi: 10.1016/j.cell.2017.05.045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 159.Xu L., Dai W.-Q., Xu X.-F., Wang F., He L., Guo C.Y. Effects of Multiple-target anti-microTNA antisense oligodeoxyribonucleotides on proliferation and migration of gastric cells. Asian Pac. J. Cancer Prev. 2012;13:3203–3207. doi: 10.7314/APJCP.2012.13.7.3203. [DOI] [PubMed] [Google Scholar]
- 160.Liang T.S., Zheng Y.J., Wang J., Zhao J.Y., Yang D.K., Liu Z.S. MicroRNA-506 inhibits tumor growth and metastasis in nasopharyngeal carcinoma through the inactivation of the Wnt/β-catenin signaling pathway by down-regulating LHX2. J. Exp. Clin. Cancer Res. 2019;38:97. doi: 10.1186/s13046-019-1023-4. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 161.Xiao J., Yang B., Lin H., Lu Y., Luo X., Wang Z. Novel approaches for gene-specific interference via manipulating actions of microRNAs: Examination on the pacemaker channel genes HCN2 and HCN4. J. Cell Physiol. 2007;212:285–292. doi: 10.1002/jcp.21062. [DOI] [PubMed] [Google Scholar]
- 162.Tomari Y., Matranga C., Haley B., Martinez N., Zamore P.D. A protein sensor for siRNA asymmetry. Science. 2004;306:1377–1380. doi: 10.1126/science.1102755. [DOI] [PubMed] [Google Scholar]
- 163.Terasawa K., Shimizu K., Tsujimoto G. Synthetic pre-miRNAbased shRNA as potent RNAi triggers. J. Nucleic Acids. 2011;2011:131579. doi: 10.4061/2011/131579. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 164.Aagaard L., Rossi J.J. RNAi therapeutics: Principles, prospects and challenges. Adv. Drug Deliv. Rev. 2007;59:75–86. doi: 10.1016/j.addr.2007.03.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 165.Xu Y., Ou M., Keough E., Roberts J., Koeplinger K., Lyman M., Fauty S., Carlini E., Stern M., Zhang R., et al. Quantitation of physiological and biochemical barriers to siRNA liver delivery via lipid nanoparticle platform. Mol. Pharm. 2014;11:1424–1434. doi: 10.1021/mp400584h. [DOI] [PubMed] [Google Scholar]
- 166.Lennox K.A., Vakulskas C.A., Behlke M.A. Non-nucleotide Modification of Anti-miRNA Oligonucleotides. Methods Mol. Biol. 2017;1517:51–69. doi: 10.1007/978-1-4939-6563-2_3. [DOI] [PubMed] [Google Scholar]
- 167.Boca S., Gulei D., Zimta A.A., Onaciu A., Magdo L., Tigu A.B., Ionescu C., Irimie A., Buiga R., Berindan-Neagoe I. Nanoscale delivery systems for microRNAs in cancer therapy. Cell Mol. Life Sci. 2020;77:1059–1086. doi: 10.1007/s00018-019-03317-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 168.Lunse C.E., Michlewski G., Hopp C.S., Rentmeister A., Cáceres J.F., Famulok M., Mayer G. An aptamer targeting the apical-loop domain modulates pri-miRNA processing. Angew. Chem. Int. Ed. Engl. 2010;49:4674–4677. doi: 10.1002/anie.200906919. [DOI] [PubMed] [Google Scholar]
- 169.Subramanian N., Kanwar J.R., Kanwar R.K., Krishnakumar S. Blocking the maturation of OncomiRNAs using pri-miRNA-17 approximately 92 aptamer in retinoblastoma. Nucleic Acid Ther. 2015;25:47–52. doi: 10.1089/nat.2014.0507. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 170.Esposito C.L., Cerchia L., Catuogno S., De Vita G., Dassie J.P., Santamaria G., Swiderski P., Condorelli G., Giangrande P.H., De Franciscis V. Multifunctional Aptamer-miRNA Conjugates for Targeted Cancer Therapy. Mol. Ther. 2014;22:1151–1163. doi: 10.1038/mt.2014.5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 171.Iaboni M., Russo V., Fontanella R., Roscigno G., Fiore D., Donnarumma E., Esposito C.L., Quintavalle C., Giangrande P.H., de Franciscis V., et al. Aptamer-miRNA-212 Conjugate Sensitizes NSCLC Cells to TRAIL. Mol. Ther. Nucleic Acids. 2016;5:e289. doi: 10.1038/mtna.2016.5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 172.Rohde J.H., Weigand J.E., Suess B., Dimmeler S.A. Universal Aptamer Chimera for the Delivery of Functional microRNA-126. Nucleic Acid Ther. 2015;25:141–151. doi: 10.1089/nat.2014.0501. [DOI] [PubMed] [Google Scholar]
- 173.Tanno T., Zhang P., Lazarski C.A., Liu Y., Zheng P. An aptamer-based targeted delivery of miR-26a protects mice against chemotherapy toxicity while suppressing tumor growth. Blood Adv. 2017;15:1107–1119. doi: 10.1182/bloodadvances.2017004705. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 174.Gilles M.E., Slack F.J. Let-7 microRNA as a potential therapeutic target with implications for immunotherapy. Expert Opin. Ther. Targets. 2018;22:929–939. doi: 10.1080/14728222.2018.1535594. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 175.Choi K.Y., Silvestre O.F., Huang X.L., Hida N., Liu G., Ho D.N., Lee S., Lee S.W., Hong J.I., Chen X. A nanoparticle formula for delivering siRNA or miRNAs to tumor cells in cell culture and In Vivo. Nat. Protoc. 2014;9:1900–1915. doi: 10.1038/nprot.2014.128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 176.Ling H. Non-coding RNAs: Therapeutic strategies and delivery systems. Adv. Exp. Med. 2016;937:229–237. doi: 10.1007/978-3-319-42059-2_12. [DOI] [PubMed] [Google Scholar]
- 177.Kotikam V., Rozners E. Amide-Modified RNA: Using Protein Backbone to Modulate Function of Short Interfering RNAs. Acc. Chem. Res. 2020;53:1782–1790. doi: 10.1021/acs.accounts.0c00249. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 178.Grünweller A., Hartmann R.K. Locked nucleic acid oligonucleotides: The next generation of antisense agents? BioDrugs. 2007;21:235–243. doi: 10.2165/00063030-200721040-00004. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
Data sharing is not applicable to this article.