Back to Journals » OncoTargets and Therapy » Volume 13

A Review of MicroRNA in Uveal Melanoma

Authors Li YF, Dong L, Li Y, Wei WB

Received 14 March 2020

Accepted for publication 12 June 2020

Published 1 July 2020 Volume 2020:13 Pages 6351—6359


Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 2

Editor who approved publication: Dr Sanjeev Srivastava

Download Article [PDF] 

Yi Fan Li,* Li Dong,* Yang Li, Wen Bin Wei

Department of Ophthalmology, Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, People’s Republic of China

*These authors contributed equally to this work

Correspondence: Wen Bin Wei
Department of Ophthalmology, Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, 1 Dong Jiao Min Lane, Beijing 100730, People’s Republic of China
Tel +86-10-58269516
Fax +86-10-65125617
Email [email protected]

Abstract: Uveal melanoma (UM) is the most common and aggressive primary intraocular tumor in adults. UM is classified as a malignant tumor with a strong tendency of metastasis, which always leads to poor outcomes. At present, the pathogenesis of UM remains unclear and lacks effective therapies. Recent studies have shown that microRNAs (miRNAs), defined as a group of 21– 23 nucleotides single-stranded noncoding RNAs, play a significant role in UM. By binding to the complementary sites within the 3ʹ untranslated region (3ʹUTR) of message RNAs (mRNAs), miRNAs regulate genes by decaying mRNAs or inhibiting their translation. Thus, miRNAs can modulate various biological behaviors of tumors, including cell proliferation, invasion and metastasis. Furthermore, miRNAs have shown clinical applications by serving as biomarkers for diagnosis and prognosis, regulating immune response, and functioning as epigenetic regulators. It is reasonable to believe that miRNAs have wide application prospects in the early diagnosis and therapy of UM.

Keywords: uveal melanoma, microRNA, biomarker, immune response, review

Uveal Melanoma

Uveal melanoma (UM) is the most common and aggressive primary intraocular tumor in adults. It has been estimated that the incidence of UM is about 5–6 per million people per year in America.1,2 The incidence rate of UM increases with age and peaks at an age of 70.3 UM is highly malignant with a mortality rate of 31% after 5 years following diagnosis.4,5 The leading cause of death is tumor metastasis, which usually first occurs in liver6 and is hard to detect at early stage.7 Various studies have reported potential therapies against metastatic UM, including globe enucleation, local resection and radiotherapy. However, the prognosis is still very poor.8,9 The mean survival time (MST) is only 3.6 months after the diagnosis of liver metastasis and most patients will die within 6 months.10,11 Therefore, there is an urgent need to develop novel methods for the diagnosis and therapy to prolong the lifetime of UM patients.


MicroRNAs (miRNAs) are defined as a group of 21–23 nucleotides single-stranded noncoding RNAs.12 By binding to the complementary sites within the 3ʹ untranslated region (3ʹUTR) of message RNA (mRNA), miRNA regulates genes via decaying mRNA or inhibiting the translation.13 Thus, miRNA plays a significant role in physiological and pathological behaviors such as cell proliferation, apoptosis, differentiation, organ formation, organism development and even diseases, which has become a research hotspot in recent years.14,15 Increasing evidences prove that abnormal expression of miRNA is closely correlated to the onset and progression of multiple tumors, including osteosarcoma, hepatocellular carcinoma, prostate cancer, colorectal cancer, multiple myeloma and breast cancer.1618 In this review, we will discuss the dysregulations, biological functions and clinical applications of miRNAs in UM.

Biological Functions of miRNAs in UM

Roles in Cell Proliferation and Apoptosis

MiR-137: Chen et al19 discovered a decreased level of miR-137 in UM cells. Overexpression of miR-137 might significantly inhibit cell proliferation through blocking G1/S phase transition. By using TargetScan and bioinformatics prediction, they found the potential target genes of miR-137 were c-Met, CDK6 and MITF. Another study showed that the p160 family of steroid receptor coactivators (SRCs) were pleiotropic “master regulators” of steroid hormone receptor.20 The SRCs acted as critical oncogenic drivers and participated in tumor growth, metastasis and drug resistance. MiR-137 could downregulate the expression of SRCs and suppress cell proliferation in UM. The full list of miRNAs reported to be involved in UM to date is provided in Table 1.

Table 1 Characteristics of miRNAs in UM

MiR-145: Li et al21 reported that in contrast to uveal melanocytes, UM cells had a lower level of miR-145. Through blocking G1 phase entering S phase, the upregulation of miR-145 could inhibit cell proliferation and promote apoptosis. Knocking down of insulin receptor substrate 1 (IRS-1), which was the target gene of miR-145, had similar outcomes to miR-145 overexpression.

MiR-144: Previous study showed the expression of miR-144 was decreased in both UM tissues and cell lines (OCM-1A, MUM-2B, MUM-2C, C918). Transfection of miR-144 could inhibit c-Met-mediated UM cell proliferation and invasion through binding with 3ʹ UTR of c-Met mRNA.22

MiR-92a-3p: Venza et al23 found miR-92a-3p upregulated in UM cell lines and involved in apoptosis. The histone deacetylase inhibitor MS-275 could deplete the expression of miR-92a-3p and upregulate MYC Binding Protein 2 (MYCBP2), which was a target gene of miR-92a-3p. This would finally lead to the programmed cell death of UM.

MiR-181b: A recent study reported the promoting effect of miR-181b in UM.24 Bioinformatics and functional analysis suggested that miR-181b enhanced cell cycle progression by targeting carboxy-terminal domain small phosphatase-like (CTDSPL), which led to the accumulation of downstream cell cycle effector pRB/E2F1. After transfecting miR-181b into MUM-2B cells, the percentage of G0/G1 phase cells decreased by 19%, while the ratio of S-phase cells increased about 10%, compared to the control group.

Roles in Cell Migration and Invasion

MiR-296-3p: Matrix metalloproteinase (MMP) is closely related to the formation and progression of tumors. MMP-2 and MMP-9 have been proved to participate in UM angiogenesis and metastasis. Wang et al25 demonstrated that transfection of miR-296-3p in UM cells could repress cell proliferation, migration, invasion and stimulate apoptosis by regulating MMP-2/MMP-9.

MiR-20a/miR-155: Zhou et al26 discovered that miR-20a functioned as an oncogenic role in UM. Transfection of miR-20a mimic into MUM-2B cells contributed to an increase in cell motility, including invasion and migration. Similarly, miR-155 also showed an oncogenic property by promoting cell proliferation and invasion in UM. And this effect could be reversed by ectopic expression of Nedd4-family interacting protein 1 (NDFIP1), which was related to the nuclear translocation and ubiquitination of Phosphatase and tensin homolog (PTEN).27

MiR-454/miR-367: PTEN served as a tumor suppressor gene and participated in the regulation of cancer cell cycle. By regulating PTEN, miR-454 could promote UM cell proliferation, colony formation, invasion and cell cycle progression via G1/S transition.28 Similarly, miR-367 functioned as an oncogenic role and targeted PTEN. The anti-miR-367 transfection inhibited the proliferation and migration of MUM-2B cells and increased the proportion of cells in G0/G1 phase.29 In addition, co-transfection with a PTEN construct lacking the 3ʹ-UTR decreased the promoting effect of miR-367 mimic on UM cells.

MiR‐224‐5p: Li et al30 found a low expression of miR‐224‐5p in UM cells. After transfecting miR‐224‐5p mimics into UM cells, they observed a decrease in cell proliferation, migration and invasion. Dual-luciferase reporter assay showed the target genes were PIK3R3 and AKT3. It is well known that the phosphatidylinositol 3 kinase (PI3K)/protein kinase B (AKT) pathway takes part in the malignant transformation of various carcinomas, and PIK3R3 is a regulatory subunit of PI3K. Therefore, miR‐224‐5p acts as a tumor suppressor via miR‐224‐5p/PIK3R3/PI3K/AKT axis.

MiR-21: Another study reported that in comparison with uveal melanocytes, the level of miR-21 was higher in UM cells.31 In vitro, downregulation of miR-21 promoted apoptosis through inducing S and G2 phase arrest in MUM-2B cells, G2 phase arrest in M619 cells and G1 phase arrest in OCM-1 cells. Besides, miR-21 promoted cell migration and invasion by regulating p53 and its downstream targets glutathione S transferase pi (GST-Pi) and LIM and SH3 protein 1 (LASP1). In vivo, inhibition of miRNA-21 successfully diminished UM tumor growth in BALB/c nude mice.

MiR-23a: Epithelial-mesenchymal transition (EMT) is a process that epithelial cells evolve into mesenchymal cells via losing cell adhesion and gaining the ability of migration and invasion.32 Therefore, EMT has been proved to occur in the initiation of tumor metastasis. Previous research demonstrated the key of EMT was the loss of epithelium-derived labelled protein E-cadherin, which was crucial for adherent junction of the epithelial cells.33 And zinc finger protein Zeb1 was able to promote EMT through the repression of E-cadherin. Wang et al34 reported that miR-23a could degrade Zeb1, eliminate its suppression over E-cadherin, upregulate E-cadherin, then reverse the EMT process of UM cells and finally decrease the cellular migration capacity.

Clinical Applications of miRNAs in UM

miRNAs Function as Biomarkers in UM

Increasing evidences demonstrate that the expression profile of miRNAs is able to identify cancers from normal samples and even to distinguish different subtypes and clinical stages.35,36 Actually, miRNAs have several advantages: i) Easy accessibility. Since miRNAs exist in many kinds of body fluid such as blood, tears, vitreous humor and milk, it is convenient to detect them in non-invasive ways.3739 ii) High degree of stability. MiRNAs are released from extracellular vesicles and cannot be easily decomposed by RNases.40 Therefore, they may have a long half-life up to 24 hrs.41 iii) High level of specificity and sensitivity. iv) Rapid and accurate detection in an economical way.42,43 Hence, it is reasonable to believe that miRNAs may exert as promising biomarkers for the diagnosis and prognosis of UM.

Ragusa et al44 analyzed 754 microRNAs from vitreous humor (VH), serum and their respective exosomes of six UM patients and six healthy people. An obvious overexpression of miR-146a was observed by TaqMan low-density array, indicating that miRNAs were released by the affected eye and could be referred as potential diagnostic biomarkers of UM. According to gene expression profiling (GEP), UM is divided into two groups: one is low metastatic risk group, corresponding to class 1, and the other is high metastatic risk group, corresponding to class 2.45 Worley et al46 found six miRNAs (let-7b, miR-199a, miR-199a*, miR-143, miR-193b and miR-652) were able to distinguish the classification of UM with 100% sensitivity and specificity. These six miRNAs were all upregulated in class 2 UM, among which let-7b and miR-199a were the most critical predictors for metastasis. Another study showed that five miRNAs (miR-214, miR-146b, miR-143, miR-199a and miR-134) expressed differently between monosomy 3 and disomy 3 UM.47 Furthermore, miR-149* and miR-134 were strongly related to liver metastasis in UM. Triozzi et al48 reported overexpression of three miRNAs in monosomy 3 UM, including miR-92b, miR-223 and miR-199-5p. These three molecules all targeted genes that promoted metastasis.

A recent study identified a set of twenty miRNAs associated with the prognosis of UM patients. They observed a downregulation of miR-506-514 cluster in patients with poor survival.49 Besides, the upregulation of miR-199a-5p and miR-592 led to a worse overall survival. Xin et al50 reported nine miRNAs closely associated with prognosis of UM through bioinformatics analysis, among which miR-4709, miR-7702, miR-365a, miR-365b, miR-195, miR-452 were identified as poor prognostic biomarkers. However, Larsen et al51 detected no association between miRNA expression profile and prognosis based on the data from 36 UM patients. They found no evidence that miRNAs were correlated to metastasis, TNM stage or other clinicopathological prognostic features. Therefore, further research is still needed.

Therapeutic Meanings of miRNAs in UM

miRNAs Function as Epigenetic Regulators

Accumulating evidences suggest that epigenetics plays a critical role in tumor therapies. It is a novel idea to use drugs or molecules to treat cancers by targeting miRNAs, which act as epigenetic regulators.52 Long non-coding RNAs (lncRNAs) are non-protein coding transcripts with a length of more than 200 nucleotides. Recent studies demonstrated that lncRNA could modulate miRNAs and influence tumor development.53 Hence, they were considered as potential epigenetic drugs. Sun et al54 reported that expression of miR-140 was inhibited in UM samples. Besides, lncRNA metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) could negatively regulate miR-140 expression. Inhibition of MALAT1 could repress proliferation, migration and invasion of MUM-2C cells by targeting miR-140. Zheng et al55 observed that miR-224-5p, which was downregulated in UM cells, had a negative correlation with lncRNA ferritin heavy chain 1 pseudogene 3 (FTH1P3). They transfected miR-224-5p mimic into UM cells that overexpressed FTH1P3. As a result, the cell proliferation, cell cycle and migration were all suppressed. The MicroRNA Target Prediction Database (miRDB) showed that FTH1P3 was a direct target gene of miR-224-5p. Lu et al56 discovered that lncRNA HOMEOBOX A11 antisense RNA (HOXA11‐AS) was upregulated, while miR-124 was downregulated in UM. The starBase and dual-luciferase reporter assays showed that HOXA11-AS might serve as a competing endogenous RNA (ceRNA) for miR-124. Western blot indicated that knockdown of HOXA11-AS downregulated enhancer of zeste homolog 2 (EZH2)  expression, which was consistent with miR-124-induced decrease of EZH2 protein levels. Thus, as a tumor suppressor, miR-124 could reverse the UM cell proliferation and invasion-promoting effect of HOXA11-AS.

In addition to lncRNAs, some drugs are also able to regulate miRNAs via epigenetic mechanisms. Genistein, a kind of isoflavone, is described as an angiogenesis inhibitor as well as a phytoestrogen. Previous research demonstrated genistein might be a potential antitumor agent.57 Sun et al58 discovered that genistein inhibited the growth of UM cells in a dose-dependent manner. Functional assays revealed that genistein regulated the expression of miR-27a as well as its target gene zinc finger and BTB domain containing 10 (ZBTB10). Therefore, miR-27a and ZBTB10 might be involved in targeted therapeutic strategy in UM. Moreover, Chen et al19 discovered that 5-aza-2ʹ-deoxycytidine, which was a DNA hypomethylating agent, could upregulate the tumor suppressor miR-137 in UM. Therefore, it is plausible that genistein, 5-aza-2ʹ-deoxycytidine and other epigenetic drugs may have promising prospects in the treatment of UM.

miRNAs Function as Immune Regulators

The role of miRNAs in immune regulation is increasingly being recognized. For instance, miR-223 regulates myeloid-derived suppressor cells (MDSCs),59 miR-181a regulates natural killer (NK) cells60 and miR-199a-5p participates in regulatory T cells regulation.61 Besides, ectopic transfection of miRNAs in mice models could boost protective immunity against malignant tumors.62 Consequently, miRNAs can act as immune regulators and indirectly modulate biological behaviors of tumors.

Interleukin (IL)-10 is an immunoregulatory cytokine that increases in various tumors, including UM. It has been proved that IL-10 could promote tumor growth by suppressing immune response.63 Venza et al64 found that miR-15a, miR-211 and miR-185 were downregulated in UM cell lines. Transfection of these three miRNAs separately inhibited cell proliferation by targeting IL-10Rα gene, indicating that the IL-10/IL-10 receptor system might be regarded as a new therapeutic target for UM treatment.

Cancer stem cells (CSCs) refer to a class of special cancer cells, which are similar to normal stem cells. CSCs have an ability of self-renew and can differentiate into all cell types of a specific carcinoma.65 There are evidences that CSC is a key factor of UM metastasis, moreover, it is susceptible to NK cell cytotoxicity.66,67 Joshi et al68 reported that UM CSCs could synthesize NK cell regulatory miRNAs, including miR-181a, miR-146a, miR-20a, miR-223 and miR-155. After downregulating miR-155, UM cells were more sensitive to NK cell cytolysis. Thus, anti-miR-155 therapy may inhibit UM metastasis through regulating activities of CSCs and NK cells. Likewise, Achberger et al39 found higher levels of miR-181a, miR-146a, miR-20a, miR-223, miR-155 and miR-125b in UM patients. They also assessed the levels of these miRNAs in CD56+, CD15+, and CD3+ cells isolated from five UM patients. The results showed miR-181a decreased in CD3+ cells, miR-146a increased in all three cells, miR-20a and miR-223 increased in CD56+ cells, and miR-155 decreased in CD15+ and CD56+ cells. These studies suggest that there is a close association between miRNAs and immune cells, further study of immune regulatory miRNAs will be necessary.

Since Tasuku Honjo and James P. Allison won the Nobel Prize for their study of programmed cell death 1 (PD-1)69 and cytotoxic T lymphocyte-associated antigen 4 (CTLA-4)70 in 2018, immune checkpoint blockade has become a hotspot in antitumor field. PD-L1, the ligand of PD-1, is expressed on various types of cells, such as B cells and T cells. PD-L1 is always upregulated in tumor cells and interacts with PD-1 to deactivate T cells, which finally leads to immune escape.71 Thus, anti-PD-1/PD-L1 antibodies (like Pembrolizumab, nivolumab) may prevent T cells from deactivation, restore immunocompetence and have a promising antitumor outcome.72 In a retrospective study of 86 metastatic UM patients treated with pembrolizumab, the overall response rate (ORR) was 7%.73 The median overall survival (OS) and median progression-free survival (PFS) were 10.3 and 4.8 months, respectively. Furthermore, in another multi-center study,74 64 patients with metastatic UM received a combined anti-CTLA-4 and anti-PD-1 treatment, the median OS and PFS were 16.1 and 3.0 months, with an ORR of 15.6%.

However, immune checkpoint blockade therapy also has disadvantages,75 including drug resistance and reduced response rate. Given this problem, many researchers attempt to seek solutions from miRNAs. Audrito et al76 discovered an inverse correlation between miR-17-5p and PD-L1 expression in melanoma cell lines. The luciferase reporter assay showed a direct binding between miR-17-5p and the 3ʹ-UTR of PD-L1 mRNA. Besides, they observed a cohort of 80 metastatic melanoma (MM) patients and found a lower level of miR-17-5p in patients with PD-L1+ tumors than patients with PD-L1 tumors. Li et al77 transfected miR-28 mimic in melanoma mice models and found a decreased expression of PD-1, which meant miR-28 could silence PD-1 and revert the exhaustive status of T cells. Similarly, Xi et al78 detected an upregulation of PD-L1 in miR-21-deficient tumor-associated macrophages (TAMs) isolated from melanoma. Besides, the combination of anti-PD-1 therapy and miR-21 depletion in TAMs had a superior anti-tumor effect than either agent alone. It was assumed that miR-21 could downregulate PD-L1 expression in TAMs via inhibiting the interferon-γ (IFN-γ)-induced signal transducers and activators of transcription 1 (STAT1) signaling pathway. In summary, it is reasonable to believe that miRNAs may play an indispensable role in immune checkpoint blockade therapy of UM.

Other Potential Therapies

Aerobic glycolysis is a common metabolic pathway in tumor cells. It provides cancer cells energy even in the presence of abundant oxygen, thus promoting tumor growth and survival.79 Hexokinase 2 (HK2) is an enzyme that catalyzes the rate-limiting and first obligatory step of glucose metabolism.80 High expression of HK2 can be seen in various tumors and usually has a close relationship with poor prognosis.81,82 Liu et al83 discovered that miR-216a-5p could suppress glycolysis in A375 and MUM-2B cells, contributing to the suppression of cell growth both in vivo and in vitro. Functional assays suggested that HK2 was the target of miR-216a-5p. Hence, if the UM patient has a high level of HK2, miR-216a-5p supplement is a plausible therapeutic strategy. In another study, let-7b in UM cells was downregulated after exposure to irradiation, and transfection of let-7b could repress cyclin D1 expression and reinforce radio-sensitivity of UM via cell cycle arrest. It indicated let-7b might act as a radio-sensitivity enhancer and improve the curative effects of irradiation in UM.84


UM is the most common primary intraocular tumor in adults, and early metastasis is the main cause of death. Due to the lack of early diagnostic method and effective therapy, there is an urgent need to discover novel ways. By regulating target genes, miRNAs participate in various biological behaviors in tumors and consequently have many clinical applications in UM. MiRNAs can act as biomarkers in early diagnosis and prognosis of UM. MiRNAs may regulate the immunocompetence of immune cells and improve the therapeutic effect of immune checkpoint blockade in UM. MiRNAs also function as epigenetic regulators. By targeting miRNAs, epigenetic drugs can indirectly affect the biological process to acquire ideal tumor-inhibiting outcomes. Furthermore, miRNAs can even regulate the radio-sensitivity of UM. Therefore, it is reasonable to believe that miRNAs may make a breakthrough in the diagnosis and treatment of UM.


The authors thank those who participated in the present study.

the National Natural Science Foundation of China Beijing Natural Science Foundation 10.13039/501100004826 the Beijing Municipal Administration of Hospitals’ Ascent Plan Advanced Health Care Professionals Development Project of Beijing Municipal Health Bureau The Capital Health Research and Development of Special Beijing Municipal Administration of Hospitals Clinical Medicine Development of Special Funding Support Science & Technology Project of Beijing Municipal Science & Technology Commission This study was supported by the National Natural Science Foundation of China (81570891); Beijing Natural Science Foundation (7151003); the Beijing Municipal Administration of Hospitals’ Ascent Plan (DFL20150201); Advanced Health Care Professionals Development Project of Beijing Municipal Health Bureau (2014-2-003); The Capital Health Research and Development of Special (2020-1-2052); Beijing Municipal Administration of Hospitals Clinical Medicine Development of Special Funding Support (ZYLX201307); Science & Technology Project of Beijing Municipal Science & Technology Commission (Z181100001818003, Z151100001615052).


All authors declare there is no conflict of interest.


1. Tafreshi NK, Tichacek CJ, Pandya DN, et al. Melanocortin 1 receptor-targeted alpha-particle therapy for metastatic uveal melanoma. J Nucl Med. 2019;60(8):1124–1133. doi:10.2967/jnumed.118.217240

2. Feng X, Arang N, Rigiracciolo DC, et al. A platform of synthetic lethal gene interaction networks reveals that the GNAQ uveal melanoma oncogene controls the hippo pathway through FAK. Cancer Cell. 2019;35(3):457–472.e455. doi:10.1016/j.ccell.2019.01.009

3. Andreoli MT, Mieler WF, Leiderman YI. Epidemiological trends in uveal melanoma. Br J Ophthalmol. 2015;99(11):1550–1553. doi:10.1136/bjophthalmol-2015-306810

4. Ghazawi FM, Darwich R, Le M, et al. Uveal melanoma incidence trends in Canada: a national comprehensive population-based study. Br J Ophthalmol. 2019;103(12):1872–1876. doi:10.1136/bjophthalmol-2018-312966

5. Field MG, Durante MA, Anbunathan H, et al. Punctuated evolution of canonical genomic aberrations in uveal melanoma. Nat Commun. 2018;9(1):116. doi:10.1038/s41467-017-02428-w

6. Dong L, You S, Zhang Q, et al. Arylsulfonamide 64B inhibits hypoxia/HIF-induced expression of c-Met and CXCR4 and reduces primary tumor growth and metastasis of uveal melanoma. Clin Cancer Res. 2019;25(7):2206–2218. doi:10.1158/1078-0432.CCR-18-1368

7. Duciel L, Anezo O, Mandal K, et al. Protein tyrosine phosphatase 4A3 (PTP4A3/PRL-3) promotes the aggressiveness of human uveal melanoma through dephosphorylation of CRMP2. Sci Rep. 2019;9(1):2990. doi:10.1038/s41598-019-39643-y

8. Booth L, Roberts JL, Sander C, et al. Neratinib and entinostat combine to rapidly reduce the expression of K-RAS, N-RAS, Galphaq and Galpha11 and kill uveal melanoma cells. Cancer Biol Ther. 2019;20(5):700–710. doi:10.1080/15384047.2018.1551747

9. Berdasco M, Gomez A, Rubio MJ, et al. DNA methylomes reveal biological networks involved in human eye development, functions and associated disorders. Sci Rep. 2017;7(1):11762. doi:10.1038/s41598-017-12084-1

10. Johnson DB, Bao R, Ancell KK, et al. Response to Anti-PD-1 in uveal melanoma without high-volume liver metastasis. J Natl Compr Canc Netw. 2019;17(2):114–117. doi:10.6004/jnccn.2018.7070

11. Lapadula D, Farias E, Randolph CE, et al. Effects of oncogenic Galphaq and Galpha11 inhibition by FR900359 in uveal melanoma. Mol Cancer Res. 2019;17(4):963–973. doi:10.1158/1541-7786.MCR-18-0574

12. Starkey MP, Compston-Garnett L, Malho P, Dunn K, Dubielzig R. Metastasis-associated microRNA expression in canine uveal melanoma. Vet Comp Oncol. 2018;16(1):81–89. doi:10.1111/vco.12315

13. Pu W, Li J, Zheng Y, et al. Targeting Pin1 by inhibitor API-1 regulates microRNA biogenesis and suppresses hepatocellular carcinoma development. Hepatology. 2018;68(2):547–560. doi:10.1002/hep.29819

14. McCann JV, Xiao L, Kim DJ, et al. Endothelial miR-30c suppresses tumor growth via inhibition of TGF-β-induced Serpine1. J Clin Invest. 2019;130(4):1654–1670. doi:10.1172/JCI123106

15. Liu J, Fan L, Yu H, et al. Endoplasmic reticulum stress causes liver cancer cells to release exosomal miR-23a-3p and up-regulate programmed death ligand 1 expression in macrophages. Hepatology. 2019;70(1):241–258. doi:10.1002/hep.30607

16. Yan X, Tang B, Chen B, et al. Replication study: the microRNA miR-34a inhibits prostate cancer stem cells and metastasis by directly repressing CD44. Elife. 2019;8:e43511. doi:10.7554/eLife.43511

17. Rastgoo N, Pourabdollah M, Abdi J, Reece D, Chang H. Dysregulation of EZH2/miR-138 axis contributes to drug resistance in multiple myeloma by downregulating RBPMS. Leukemia. 2018;32(11):2471–2482. doi:10.1038/s41375-018-0140-y

18. Moreno EC, Pascual A, Prieto-Cuadra D, et al. Novel molecular characterization of colorectal primary tumors based on miRNAs. Cancers (Basel). 2019;11(3):346. doi:10.3390/cancers11030346

19. Chen X, Wang J, Shen H, et al. Epigenetics, microRNAs, and carcinogenesis: functional role of microRNA-137 in uveal melanoma. Invest Ophthalmol Vis Sci. 2011;52(3):1193–1199. doi:10.1167/iovs.10-5272

20. Eedunuri VK, Rajapakshe K, Fiskus W, et al. miR-137 targets p160 steroid receptor coactivators SRC1, SRC2, and SRC3 and inhibits cell proliferation. Mol Endocrinol. 2015;29(8):1170–1183. doi:10.1210/me.2015-1080

21. Li Y, Huang Q, Shi X, et al. MicroRNA 145 may play an important role in uveal melanoma cell growth by potentially targeting insulin receptor substrate-1. Chin Med J (Engl). 2014;127(8):1410–1416.

22. Sun L, Bian G, Meng Z, Dang G, Shi D, Mi S. MiR-144 inhibits uveal melanoma cell proliferation and invasion by regulating c-Met expression. PLoS One. 2015;10(5):e0124428–e0124428. doi:10.1371/journal.pone.0124428

23. Venza M, Visalli M, Beninati C, Benfatto S, Teti D, Venza I. miR-92a-3p and MYCBP2 are involved in MS-275-induced and c-myc-mediated TRAIL-sensitivity in melanoma cells. Int Immunopharmacol. 2016;40:235–243. doi:10.1016/j.intimp.2016.09.004

24. Zhang L, He X, Li F, et al. The miR-181 family promotes cell cycle by targeting CTDSPL, a phosphatase-like tumor suppressor in uveal melanoma. J Exp Clin Cancer Res. 2018;37(1):15. doi:10.1186/s13046-018-0679-5

25. Wang X, Hu Y, Cui J, Zhou Y, Chen L. Coordinated targeting of MMP-2/MMP-9 by miR-296-3p/FOXCUT exerts tumor-suppressing effects in choroidal malignant melanoma. Mol Cell Biochem. 2018;445(1–2):25–33. doi:10.1007/s11010-017-3248-x

26. Zhou J, Jiang J, Wang S, Xia X. Oncogenic role of microRNA‑20a in human uveal melanoma. Mol Med Rep. 2016;14(2):1560–1566. doi:10.3892/mmr.2016.5433

27. Peng J, Liu H, Liu C. MiR-155 promotes uveal melanoma cell proliferation and invasion by regulating NDFIP1 expression. Technol Cancer Res Treat. 2017;16(6):1160–1167. doi:10.1177/1533034617737923

28. Sun L, Wang Q, Gao X, Shi D, Mi S, Han Q. MicroRNA-454 functions as an oncogene by regulating PTEN in uveal melanoma. FEBS Lett. 2015;589(19 Pt B):2791–2796. doi:10.1016/j.febslet.2015.08.007

29. Ling JW, Lu PR, Zhang YB, Jiang S, Zhang ZC. miR-367 promotes uveal melanoma cell proliferation and migration by regulating PTEN. Genet Mol Res. 2017;16(3):10.4238/gmr16039067. doi:10.4238/gmr16039067

30. Li J, Liu X, Li C, Wang W. miR-224-5p inhibits proliferation, migration, and invasion by targeting PIK3R3/AKT3 in uveal melanoma. J Cell Biochem. 2019;120(8):12412–12421. doi:10.1002/jcb.28507

31. Wang Y-C, Yang X, Wei W-B, Xu X-L. Role of microRNA-21 in uveal melanoma cell invasion and metastasis by regulating p53 and its downstream protein. Int J Ophthalmol. 2018;11(8):1258–1268. doi:10.18240/ijo.2018.08.03

32. Wang DK, Chong RF, Song BL, Fan KF, Liu YF. Circular RNA circ-SMAD7 is downregulated in colorectal cancer and suppresses tumor metastasis by regulating epithelial mesenchymal transition. Eur Rev Med Pharmacol Sci. 2020;24(4):1736–1742. doi:10.26355/eurrev_202002_20350

33. Yuan J-H, Yang F, Wang F, et al. A long noncoding RNA activated by TGF-β promotes the invasion-metastasis cascade in hepatocellular carcinoma. Cancer Cell. 2014;25(5):666–681. doi:10.1016/j.ccr.2014.03.010

34. Wang Y, Luo Y, Guan W, Zhao H. Role of miR-23a/Zeb1 negative feedback loop in regulating epithelial-mesenchymal transition and tumorigenicity of intraocular tumors. Oncol Lett. 2018;16(2):2462–2470. doi:10.3892/ol.2018.8940

35. Venza M, Dell’Aversana C, Visalli M, Altucci L, Teti D, Venza I. Identification of microRNA expression patterns in cutaneous and uveal melanoma cell lines. Tumori. 2014;100(1):e4–e7. doi:10.1177/1430.15828

36. Yang X, Li Y, Liu Y, et al. Novel circular RNA expression profile of uveal melanoma revealed by microarray. Chin J Cancer Res. 2018;30(6):656–668. doi:10.21147/j.issn.1000-9604.2018.06.10

37. Frank A-C, Ebersberger S, Fink AF, et al. Apoptotic tumor cell-derived microRNA-375 uses CD36 to alter the tumor-associated macrophage phenotype. Nat Commun. 2019;10(1):1135. doi:10.1038/s41467-019-08989-2

38. Geng W, Tang H, Luo S, et al. Exosomes from miRNA-126-modified ADSCs promotes functional recovery after stroke in rats by improving neurogenesis and suppressing microglia activation. Am J Transl Res. 2019;11(2):780–792.

39. Achberger S, Aldrich W, Tubbs R, Crabb JW, Singh AD, Triozzi PL. Circulating immune cell and microRNA in patients with uveal melanoma developing metastatic disease. Mol Immunol. 2014;58(2):182–186. doi:10.1016/j.molimm.2013.11.018

40. Amar L, Seitz H. Editorial: miRNA regulatory pathways in metazoans. Advances from in vivo and ex vivo studies. Front Genet. 2019;10:147. doi:10.3389/fgene.2019.00147

41. Russo A, Caltabiano R, Longo A, et al. Increased levels of miRNA-146a in serum and histologic samples of patients with uveal melanoma. Front Pharmacol. 2016;7:424. doi:10.3389/fphar.2016.00424

42. De Paola E, Verdile V, Paronetto MP. Dysregulation of microRNA metabolism in motor neuron diseases: novel biomarkers and potential therapeutics. Non Coding RNA Res. 2018;4(1):15–22. doi:10.1016/j.ncrna.2018.12.001

43. Suzuki HI, Katsura A, Matsuyama H, Miyazono K. MicroRNA regulons in tumor microenvironment. Oncogene. 2015;34(24):3085–3094. doi:10.1038/onc.2014.254

44. Ragusa M, Barbagallo C, Statello L, et al. miRNA profiling in vitreous humor, vitreal exosomes and serum from uveal melanoma patients: pathological and diagnostic implications. Cancer Biol Ther. 2015;16(9):1387–1396. doi:10.1080/15384047.2015.1046021

45. Onken MD, Worley LA, Ehlers JP, Harbour JW. Gene expression profiling in uveal melanoma reveals two molecular classes and predicts metastatic death. Cancer Res. 2004;64(20):7205–7209. doi:10.1158/0008-5472.CAN-04-1750

46. Worley LA, Long MD, Onken MD, Harbour JW. Micro-RNAs associated with metastasis in uveal melanoma identified by multiplexed microarray profiling. Melanoma Res. 2008;18(3):184–190. doi:10.1097/CMR.0b013e3282feeac6

47. Venkatesan N, Kanwar J, Deepa PR, et al. Clinico-pathological association of delineated miRNAs in uveal melanoma with monosomy 3/disomy 3 chromosomal aberrations. PLoS One. 2016;11(1):e0146128–e0146128. doi:10.1371/journal.pone.0146128

48. Triozzi PL, Achberger S, Aldrich W, Crabb JW, Saunthararajah Y, Singh AD. Association of tumor and plasma microRNA expression with tumor monosomy-3 in patients with uveal melanoma. Clin Epigenetics. 2016;8(1):80. doi:10.1186/s13148-016-0243-0

49. Falzone L, Romano GL, Salemi R, et al. Prognostic significance of deregulated microRNAs in uveal melanomas. Mol Med Rep. 2019;19(4):2599–2610. doi:10.3892/mmr.2019.9949

50. Xin X, Zhang Y, Ling F, et al. Identification of a nine-miRNA signature for the prognosis of uveal melanoma. Exp Eye Res. 2019;180:242–249. doi:10.1016/j.exer.2019.01.004

51. Larsen A-C, Holst L, Kaczkowski B, et al. MicroRNA expression analysis and multiplex ligation-dependent probe amplification in metastatic and non-metastatic uveal melanoma. Acta Ophthalmol (Copenh). 2014;92(6):541–549. doi:10.1111/aos.12322

52. Venza M, Visalli M, Catalano T, Beninati C, Teti D, Venza I. Epidrugs in the immunotherapy of cutaneous and uveal melanoma. Anticancer Agents Med Chem. 2017;17(2):190–205. doi:10.2174/1871520616666160425110401

53. Wang Y-L, Liu J-Y, Yang J-E, et al. Lnc-UCID promotes G1/S transition and hepatoma growth by preventing DHX9-mediated CDK6 down-regulation. Hepatology. 2019;70(1):259–275. doi:10.1002/hep.30613

54. Sun L, Sun P, Zhou Q-Y, Gao X, Han Q. Long noncoding RNA MALAT1 promotes uveal melanoma cell growth and invasion by silencing of miR-140. Am J Transl Res. 2016;8(9):3939–3946.

55. Zheng X, Tang H, Zhao X, Sun Y, Jiang Y, Liu Y. Long non-coding RNA FTH1P3 facilitates uveal melanoma cell growth and invasion through miR-224-5p. PLoS One. 2017;12(11):e0184746–e0184746. doi:10.1371/journal.pone.0184746

56. Lu Q, Zhao N, Zha G, Wang H, Tong Q, Xin S. LncRNA HOXA11-AS exerts oncogenic functions by repressing p21 and miR-124 in uveal melanoma. DNA Cell Biol. 2017;36(10):837–844. doi:10.1089/dna.2017.3808

57. Chen X, Wu Y, Gu J, et al. Anti-invasive effect and pharmacological mechanism of genistein against colorectal cancer. Biofactors. 2020;10.1002/biof.1627.

58. Sun Q, Cong R, Yan H, et al. Genistein inhibits growth of human uveal melanoma cells and affects microRNA-27a and target gene expression. Oncol Rep. 2009;22(3):563–567. doi:10.3892/or_00000472

59. Liu Q, Zhang M, Jiang X, et al. miR-223 suppresses differentiation of tumor-induced CD11b⁺ Gr1⁺ myeloid-derived suppressor cells from bone marrow cells. Int J Cancer. 2011;129(11):2662–2673. doi:10.1002/ijc.25921

60. Henao-Mejia J, Williams A, Goff LA, et al. The microRNA miR-181 is a critical cellular metabolic rheostat essential for NKT cell ontogenesis and lymphocyte development and homeostasis. Immunity. 2013;38(5):984–997. doi:10.1016/j.immuni.2013.02.021

61. Chatila WM, Criner GJ, Hancock WW, et al. Blunted expression of miR-199a-5p in regulatory T cells of patients with chronic obstructive pulmonary disease compared to unaffected smokers. Clin Exp Immunol. 2014;177(1):341–352. doi:10.1111/cei.12325

62. Cubillos-Ruiz JR, Baird JR, Tesone AJ, et al. Reprogramming tumor-associated dendritic cells in vivo using miRNA mimetics triggers protective immunity against ovarian cancer. Cancer Res. 2012;72(7):1683–1693. doi:10.1158/0008-5472.CAN-11-3160

63. Naing A, Papadopoulos KP, Autio KA, et al. Safety, antitumor activity, and immune activation of pegylated recombinant human interleukin-10 (AM0010) in patients with advanced solid tumors. J Clin Oncol. 2016;34(29):3562–3569. doi:10.1200/JCO.2016.68.1106

64. Venza I, Visalli M, Beninati C, Benfatto S, Teti D, Venza M. IL-10Rα expression is post-transcriptionally regulated by miR-15a, miR-185, and miR-211 in melanoma. BMC Med Genomics. 2015;8(1):81. doi:10.1186/s12920-015-0156-3

65. Luna JI, Grossenbacher SK, Sturgill IR, et al. Bortezomib augments natural killer cell targeting of stem-like tumor cells. Cancers (Basel). 2019;11(1):85. doi:10.3390/cancers11010085

66. Grossniklaus HE, Zhang Q, You S, McCarthy C, Heegaard S, Coupland SE. Metastatic ocular melanoma to the liver exhibits infiltrative and nodular growth patterns. Hum Pathol. 2016;57:165–175. doi:10.1016/j.humpath.2016.07.012

67. Weng J, Han X, Liu K, et al. CD44 3ʹ-untranslated region functions as a competing endogenous RNA to enhance NK sensitivity of liver cancer stem cell by regulating ULBP2 expression. Int J Biol Sci. 2019;15(8):1664–1675. doi:10.7150/ijbs.35216

68. Joshi P, Kooshki M, Aldrich W, et al. Expression of natural killer cell regulatory microRNA by uveal melanoma cancer stem cells. Clin Exp Metastasis. 2016;33(8):829–838. doi:10.1007/s10585-016-9815-9

69. Ishida Y, Agata Y, Shibahara K, Honjo T. Induced expression of PD-1, a novel member of the immunoglobulin gene superfamily, upon programmed cell death. EMBO J. 1992;11(11):3887–3895. doi:10.1002/j.1460-2075.1992.tb05481.x

70. Schneider H, Downey J, Smith A, et al. Reversal of the TCR stop signal by CTLA-4. Science. 2006;313(5795):1972–1975. doi:10.1126/science.1131078

71. Sharpe AH, Wherry EJ, Ahmed R, Freeman GJ. The function of programmed cell death 1 and its ligands in regulating autoimmunity and infection. Nat Immunol. 2007;8(3):239–245. doi:10.1038/ni1443

72. Sharma P, Allison JP. The future of immune checkpoint therapy. Science. 2015;348(6230):56–61. doi:10.1126/science.aaa8172

73. Bol KF, Ellebaek E, Hoejberg L, et al. Real-world impact of immune checkpoint inhibitors in metastatic uveal melanoma. Cancers (Basel). 2019;11(10):1489. doi:10.3390/cancers11101489

74. Heppt MV, Amaral T, Kähler KC, et al. Combined immune checkpoint blockade for metastatic uveal melanoma: a retrospective, multi-center study. J Immunoth Cancer. 2019;7(1):299. doi:10.1186/s40425-019-0800-0

75. Keir ME, Butte MJ, Freeman GJ, Sharpe AH. PD-1 and its ligands in tolerance and immunity. Annu Rev Immunol. 2008;26(1):677–704. doi:10.1146/annurev.immunol.26.021607.090331

76. Audrito V, Serra S, Stingi A, et al. PD-L1 up-regulation in melanoma increases disease aggressiveness and is mediated through miR-17-5p. Oncotarget. 2017;8(9):15894–15911. doi:10.18632/oncotarget.15213

77. Li Q, Johnston N, Zheng X, et al. miR-28 modulates exhaustive differentiation of T cells through silencing programmed cell death-1 and regulating cytokine secretion. Oncotarget. 2016;7(33):53735–53750. doi:10.18632/oncotarget.10731

78. Xi J, Huang Q, Wang L, et al. miR-21 depletion in macrophages promotes tumoricidal polarization and enhances PD-1 immunotherapy. Oncogene. 2018;37(23):3151–3165. doi:10.1038/s41388-018-0178-3

79. Dong Z, Yang J, Li L, et al. FOXO3a‑SIRT6 axis suppresses aerobic glycolysis in melanoma. Int J Oncol. 2020;56(3):728–742. doi:10.3892/ijo.2020.4964

80. Guo W, Kuang Y, Wu J, et al. Hexokinase 2 depletion confers sensitization to metformin and inhibits glycolysis in lung squamous cell carcinoma. Front Oncol. 2020;10:52. doi:10.3389/fonc.2020.00052

81. Jiang S-H, Dong F-Y, Da L-T, et al. Ikarugamycin inhibits pancreatic cancer cell glycolysis by targeting hexokinase 2. FASEB J. 2020;34(3):3943–3955. doi:10.1096/fj.201901237R

82. Wu Z, Han X, Tan G, et al. Dioscin inhibited glycolysis and induced cell apoptosis in colorectal cancer via promoting c-myc ubiquitination and subsequent hexokinase-2 suppression. Onco Targets Ther. 2020;13:31–44. doi:10.2147/OTT.S224062

83. Liu Y, Huo Y, Wang D, et al. MiR-216a-5p/Hexokinase 2 axis regulates uveal melanoma growth through modulation of Warburg effect. Biochem Biophys Res Commun. 2018;501(4):885–892. doi:10.1016/j.bbrc.2018.05.069

84. Zhou Y, Zhang L, Fan J, et al. Let-7b overexpression leads to increased radiosensitivity of uveal melanoma cells. Melanoma Res. 2015;25(2):119–126. doi:10.1097/CMR.0000000000000140

Creative Commons License This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at and incorporate the Creative Commons Attribution - Non Commercial (unported, v3.0) License. By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms.

Download Article [PDF]