Abstract
Background
Merkel cell polyomavirus (MCPyV) is present in approximately 80% of human Merkel cell carcinomas (MCCs). A previous in silico prediction suggested MCPyV encodes a microRNA (miRNA) that may regulate cellular and viral genes.
Objectives
To determine the presence and prevalence of a putative MCPyV-encoded miRNA in human MCC tumors.
Study Design
Over 30 million small RNAs from 7 cryopreserved MCC tumors and 1 perilesional sample were sequenced. 45 additional MCC tumors were examined for expression of an MCPyV-encoded mature miRNA by reverse transcription real-time PCR.
Results
An MCPyV-encoded mature miRNA, “MCV-miR-M1-5p”, was detected by direct sequencing in 2 of 3 MCPyV-positive MCC tumors. Although a precursor miRNA, MCV-miR-M1, had been predicted in silico and studied in vitro by Seo et al., no MCPyV-encoded miRNAs have been directly detected in human tissues. Importantly, the mature sequence of MCV-miR-M1 found in vivo was identical in all 79 reads obtained but differed from the in silico predicted mature miRNA by a 2-nucleotide shift, resulting in a distinct seed region and a different set of predicted target genes. This mature miRNA was detected by real-time PCR in 50% of MCPyV-positive MCCs (n=38) and in 0% of MCPyV-negative MCCs (n=13).
Conclusions
MCV-miR-M1-5p is expressed at low levels in 50% of MCPyV-positive MCCs. This virus-encoded miRNA is predicted to target genes that may play a role in promoting immune evasion and regulating viral DNA replication.
Keywords: MCV-miR-M1, Merkel cell polyomavirus, Merkel cell carcinoma, microRNA
Background
Merkel cell carcinoma (MCC) is an aggressive neuroendocrine skin cancer. In 2008, the Merkel cell polyomavirus (MCPyV) was identified in MCC tumors and appears to contribute to the causation of most MCCs through persistent expression of an oncoprotein formed from truncated viral large T-antigen1–3. Other polyomaviruses, including JC virus, BK virus, and Simian virus 40, encode microRNAs (miRNAs) that are thought to be important for their pathogenesis4–8. These are expressed late in infection and suppress viral T-antigen expression, presumably to help the virus escape immune surveillance9.
Recently, Seo et al. took an in silico and in vitro approach to study miRNAs encoded by MCPyV, and identified a probable miRNA based on in silico predictions9. This miRNA was shown to decrease MCPyV large T-antigen (LT) in vitro. In this study, we used high-throughput sequencing to directly quantify expression of small RNAs in seven MCC tumors, and subsequently validated the expression of an MCPyV-encoded miRNA.
Objectives
To determine whether the MCPyV encodes a miRNA that is expressed in MCC tumors.
Study Design
Small RNA sequencing and MCPyV genome alignment
All materials were acquired and used in conformity with the Institutional Review Board-approved protocols at the University of Washington and the Fred Hutchison Cancer Research Center. Total RNA was extracted from 7 cryopreserved MCC tumors and 1 perilesional skin sample using mirVana miRNA Isolation Kit (Ambion). Total RNA quantity and quality were evaluated using a Nanodrop ND-1000 (Thermo Scientific). Using methods reported by Murchison et al.,10 isolated cloned small RNAs from each sample were sequenced separately using Illumina sequencers. 28.3 million acquired sequences from 5 tumors and 1 perilesional skin specimen were initially available; these were compared with the MCPyV genome [EU375803](1, 13) by the software MAQ11 with up to 2 bp mismatches allowed. A single sequence matched; this was then tested with folding criteria as described by Bar M, et al.12 Next, approximately 10 million sequences from 2 additional tumors were interrogated for presence of the miRNA of interest. TargetScanHuman 5.1 Custom was used to predict target genes on 12/02/1013.
PCR determination of virus status
Patients with available MCC tumor DNA (n=52) were tested for viral load using real-time PCR according to published protocols14. Number of copies of MCPyV was calculated by the ΔΔCT method15. The lower limit of detection was approximately 1 copy per 1000 cells.
Reverse transcription real-time PCR (qrtRT-PCR) validation of MCV-miR-M1-5p expression
A custom TaqMan® miRNA assay with a proprietary stem-loop primer design (Applied Biosystems) was utilized to detect levels of the mature MCV-miR-M1-5p sequence (5′-UCUGGAAGAAUUUCUAGGUACA-3′) in total RNA extracted from FFPE (formalin fixed paraffin embedded) and fresh MCC tumors. Assays were performed following the manufacturer’s recommended protocol for Taqman qrtRT-PCR assay. This assay was successfully validated by quantitative detection of a synthetic RNA oligo of the same sequence and length as the mature miRNA (data not shown).
Expression of MCV-miR-M1-5p in 6 of 7 sequenced and 45 additional MCC tumors were validated. One sequenced tumor (MCCL17) was omitted due to insufficient miRNA. RNU6B, a small, non-coding RNA (Applied Biosystems, product number 4373381), was used as an RNA loading control and was found to be positive in all samples except water. Cycle 34 was used as a cutoff for detection of expression since non-specific products were detected at 36 cycles or greater among tumors known by DNA and protein studies to be virus-negative.
Results
Direct sequencing of small RNAs was used to profile the entire MCC microRNA-ome (miR-ome) of 7 MCC tumor samples and 1 perilesional skin sample (Fig. 1). Alignment of MCC miR-ome sequences against the published MCPyV genome identified a 22-nucleotide sequence (5′-UC UGG AAG AAU UUC UAG GUA CA-3′) with perfect homology to the MCPyV large T-antigen nucleotides 1217–1238 (Fig. 2a). This sequence has no match within the human genome (best MAQ homology: 17/22 nucleotides in human genome build 36). Furthermore, folding of the flanking viral sequences using an established computer algorithm produced a hairpin structure consistent with a pre-miRNA (free energy 31.10, shape probability 0.99890, base pairing 77%, and p-value 0.001)12 (Fig. 2b).
Figure 1.

Overview of high-throughput sequencing of small human RNAs in Merkel cell carcinoma and data analysis pipeline.
Figure 2. Merkel cell polyomavirus encodes a microRNA expressed in Merkel cell carcinoma tumors.
A. MCV-miR-M1 binding site. The 22-nt sequence is complementary to a portion of the large T antigen transcript (nt 1217–1238) that is upstream of the reported deletions and truncations in MCCs15.
B. MCV-miR-M1 hairpin structure. The pre-miRNA structure is shown, with the mature sequence, MCV-miR-M1-5p, bolded and seed region (nt 2–7) underlined. Mature sequence was determined by sequencing of 22-nt RNAs from MCC tumors.
C. MCV-miR-M1 mature miRNA expression in MCC tumors with different levels of detectable MCPyV DNA. No MCV-miR-M1 was detected in tumors without detectable MCPyV DNA. MCV-miR-M1 was detected in 28.6% of weakly MCPyV positive tumors (4/14). MCV-miR-M1 was detected in 57.9% of moderately MCPyV positive tumors (11/19). MCV-miR-M1 was detected in 80% of strongly MCPyV positive tumors (4/5). A significant positive trend was observed (total n=51, including 6 sequenced tumors with 45 additional tumors).
Among 7 sequenced tumors, 3 were positive for MCPyV DNA and 4 had undetectable MCPyV DNA. The sequenced mature miRNA was detected at low levels in 2 of 3 MCPyV DNA-positive tumors. In tumor MCCw160, 78 reads of the mature miRNA among 5.6 million total reads were detected (3.1 million of these reads corresponded to known human miRNAs). In tumor MCCw200, only 1 read of the mature miRNA was detected. In contrast, MCV-miR-M1-5p was not detected in any of the 4 MCPyV-negative tumors or in the perilesional skin sample. All 79 sequences had an identical 5′ end. No sequences were detected corresponding to MCV-miR-M1 star strand.
MCV-miR-M1-5p expression levels were validated by qrtRT-PCR in 6 of 7 sequenced tumors with sufficient miRNA availability. Confirming our sequencing results, MCCw160 and MCCw200 tumors had evidence of very low-level expression of MCV-miR-M1-5p (PCR amplification observed between cycles 30 and 32). 45 additional MCC tumors were tested—10 DNA virus-negative and 35 virus-positive detected by PCR—giving a total of 51 MCC tumor samples (Fig. 2c). Most tumors express very low levels of MCV-miR-M1-5p (PCR amplification observed after cycle 30). Overall, 19 of 38 MCC tumors with detectable MCPyV DNA had MCV-miR-M1-5p expression (50%). As expected, 0 of 13 MCC tumors without detectable MCPyV had MCV-miR-M1-5p. The amount of viral DNA positively correlated with copies of MCV-miR-M1-5p—samples having more viral DNA express more copies of MCV-miR-M1-5p.
Direct sequencing results confirmed previously published pre-miRNA hairpin structure9, but revealed a distinct mature sequence and seed region that is shifted by 2 nucleotides from the prior report (5′-GGAAGA-3′ – in silico vs. 5′-CUGGAA-3′ – in vivo). Analysis of this distinct seed region in TargetScanHuman 5.1 Custom13 resulted in a list of predicted human target genes of the experimentally observed mature MCV-miR-M1 (Table 1).
Table 1.
In silico prediction of the most likely human target genes for MCV-miR-M1-5p using TargetScanHuman 5.1 Custom13.
| Gene symbol | Number of conserved sites | Gene name | Function | ||
|---|---|---|---|---|---|
| 8mer | 7mer-m8 | 7mer-1a | |||
| AMBRA1 | 2 | 0 | 0 | Autophagy/beclin-1 regulator 1 | Regulates autophagy and nervous system development21 |
| RBM9 or FOX2 | 2 | 0 | 0 | RNA binding motif protein 9 | Regulates alternative exon splicing in the nervous system and other cell types20 |
| MECP2 | 1 | 0 | 2 | Methyl CpG binding protein 2 | Binds to methylated DNA, represses transcription18,19 |
| PIK3CD | 1 | 1 | 0 | Phosphoinositide-3-kinase, catalytic, delta polypeptide | Expressed in leukocytes, regulates immune functions—T cell activation, B cell proliferation22 |
| PSME3 | 1 | 1 | 0 | Proteasome activator subunit 3 (PA28 gamma; Ki) | Immunoproteasome activator for processing class I MHC peptides, involved in cell cycle modulation23 |
| RUNX1 | 1 | 1 | 0 | Runt-related transcription factor 1 (acute myeloid leukemia 1; AML1 oncogene) | Binds to promoters and enhancers, activates polyomavirus DNA replication24 |
Based on the input heptamer, CUGGAAG, TargetScanHuman generated a list of 442 target genes and a prediction of their likelihood of being downregulated by MCV-miR-M1-5p. This table lists the six target genes that are most likely to be downregulated. 7mer-m8 site indicates a match to the miRNA seed with an additional match to nucleotide 8 of miRNA. 7mer-1a site indicates a match to miRNA seed followed by an additional adenine. The 8mer site in the 3′ UTR of mRNA is typically the most reliable indication and the most stringent requirement for miRNA targeting.
Discussion
We found evidence that MCPyV encodes a miRNA, MCV-miR-M1-5p, with the same pre-miRNA hairpin as previously reported in silico but with a different 22-nt mature sequence9. It is possible that a different mature sequence is made by MCPyV depending on cellular context and that the previously reported sequence is indeed also present in vivo in certain settings. This miRNA is one of the few currently known virus-encoded miRNAs expressed in human cancers16, 17.
Consistent with prior reports9, we find that MCV-miR-M1-5p is in a different viral genomic location than the known miRNAs encoded by BK and JC viruses. This further supports distinct evolutionary pathways between these viruses1.
MCV-miR-M1 likely regulates both viral and cellular genes. Due to the perfect reverse complementarity/homology to the viral large T-antigen, it is likely that MCV-miR-M1 autoregulates expression of the large T-antigen to potentially evade immune surveillance9. However, in MCC tumors, expression levels of the viral miRNA were low (.005% of total miRNAs). Indeed, low expression of MCV-miR-M1-5p is not surprising given that T-antigen expression is required for MCC growth, and the miRNA would thus suppress a required oncoprotein3.
MCV-miR-M1 has several potentially relevant predicted cellular targets, as revealed by in silico analysis (Table 1)13, 18–21. Two genes, PIK3CD and PSME3, are especially interesting because they are potentially involved in mediating the host immune response against MCPyV. Inactivation of PIK3CD in mice impaired antigen receptor signaling in B and T cells22. PSME3, a subunit of the immunoproteasome, promotes presentation of murine cytomegalovirus peptides to cytotoxic T cells23. Immune evasion could thus occur via downregulation of PSME3-dependent antigen presentation by the host cell. MCV-miR-M1 may also regulate viral proliferation through another of its predicted cellular targets, RUNX1, that is involved in polyomavirus replication24. By downregulating RUNX1, MCV-miR-M1 would aid the viral life cycle transition from early to late. Functional studies will be required to investigate the biological relevance of this viral miRNA to MCC and to the viral life cycle in non-cancer host cells.
Supplementary Material
Acknowledgments
We thank Stacia Wyman and Muneesh Tewari for their assistance in testing miRNA sequences against folding criteria for a novel miRNA. This study was supported by ACS grant RSG-08-115-01-CCE and NIH grants RC2CA147820 and K24-CA139052-1 (P. Nghiem); NIH grants T32-CA80416-10 and F30ES017385 (K. G. Paulson); The David & Rosalind Bloom and Poncin Foundations and the MCC Patients Gift Fund at the University of Washington.
Abbreviations
- miR, miRNA, miRNAs, miR-ome, MCV-miR-M1, MCPyV, MCV, MCC, MCCs, PCR, qrtRT-PCR
Footnotes
The authors report no conflicts of interest.
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
References
- 1.Feng H, Shuda M, Chang Y, Moore PS. Clonal integration of a polyomavirus in human Merkel cell carcinoma. Science. 2008 Feb 22;319(5866):1096–1100. doi: 10.1126/science.1152586. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Shuda M, Feng H, Kwun HJ, et al. T antigen mutations are a human tumor-specific signature for Merkel cell polyomavirus. Proc Natl Acad Sci USA. 2008 Oct 21;105(42):16272–16277. doi: 10.1073/pnas.0806526105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Houben R, Shuda M, Weinkam R, et al. Merkel cell polyomavirus-infected Merkel cell carcinoma cells require expression of viral T antigens. J Virol. 2010 Jul 1;84(14):7064–7072. doi: 10.1128/JVI.02400-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Jun SM, Hong YS, Seo JS, Ko YH, Yang CW, Lee SK. Viral microRNA profile in Epstein-Barr virus-associated peripheral T cell lymphoma. Br J Haematol. 2008 Jun 1;142(2):320–323. doi: 10.1111/j.1365-2141.2008.07186.x. [DOI] [PubMed] [Google Scholar]
- 5.Seo GJ, Fink LHL, O’Hara B, Atwood WJ, Sullivan CS. Evolutionarily conserved function of a viral microRNA. J Virol. 2008 Oct 1;82(20):9823–9828. doi: 10.1128/JVI.01144-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Sullivan CS. New roles for large and small viral RNAs in evading host defences. Nat Rev Genet. 2008 Jul 1;9(7):503–507. doi: 10.1038/nrg2349. [DOI] [PubMed] [Google Scholar]
- 7.Sullivan CS, Grundhoff AT, Tevethia S, Pipas JM, Ganem D. SV40-encoded microRNAs regulate viral gene expression and reduce susceptibility to cytotoxic T cells. Nature. 2005 Jun 2;435(7042):682–686. doi: 10.1038/nature03576. [DOI] [PubMed] [Google Scholar]
- 8.Sullivan CS, Sung CK, Pack CD, et al. Murine Polyomavirus encodes a microRNA that cleaves early RNA transcripts but is not essential for experimental infection. Virology. 2009 Apr 25;387(1):157–167. doi: 10.1016/j.virol.2009.02.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Seo GJ, Chen CJ, Sullivan CS. Merkel cell polyomavirus encodes a microRNA with the ability to autoregulate viral gene expression. Virology. 2009 Jan 20;383(2):183–187. doi: 10.1016/j.virol.2008.11.001. [DOI] [PubMed] [Google Scholar]
- 10.Murchison EP, Kheradpour P, Sachidanandam R, et al. Conservation of small RNA pathways in platypus. Genome Research. 2008 Jun 1;18(6):995–1004. doi: 10.1101/gr.073056.107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Li H, Ruan J, Durbin R. Mapping short DNA sequencing reads and calling variants using mapping quality scores. Genome Research. 2008 Nov 1;18(11):1851–1858. doi: 10.1101/gr.078212.108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Bar M, Wyman SK, Fritz BR, et al. MicroRNA discovery and profiling in human embryonic stem cells by deep sequencing of small RNA libraries. Stem Cells. 2008 Oct;26(10):2496–2505. doi: 10.1634/stemcells.2008-0356. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Lewis BP, Burge CB, Bartel DP. Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets. Cell. 2005 Jan 14;120(1):15–20. doi: 10.1016/j.cell.2004.12.035. [DOI] [PubMed] [Google Scholar]
- 14.Garneski KM, Warcola AH, Feng Q, Kiviat NB, Leonard JH, Nghiem P. Merkel cell polyomavirus is more frequently present in North American than Australian Merkel cell carcinoma tumors. J Invest Dermatol. 2009 Jan;129(1):246–248. doi: 10.1038/jid.2008.229. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) Method. Methods. 2001 Dec 1;25(4):402–408. doi: 10.1006/meth.2001.1262. [DOI] [PubMed] [Google Scholar]
- 16.Scaria V, Jadhav V. microRNAs in viral oncogenesis. Retrovirology. 2007 Jan 1;4:82. doi: 10.1186/1742-4690-4-82. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Choy EY, Siu KL, Kok KH, et al. An Epstein-Barr virus-encoded microRNA targets PUMA to promote host cell survival. J Exp Med. 2008 Oct 27;205(11):2551–2560. doi: 10.1084/jem.20072581. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Lewis JD, Meehan RR, Henzel WJ, et al. Purification, sequence, and cellular localization of a novel chromosomal protein that binds to methylated DNA. Cell. 1992 Jun 12;69(6):905–914. doi: 10.1016/0092-8674(92)90610-o. [DOI] [PubMed] [Google Scholar]
- 19.Kudo S. Methyl-CpG-binding protein MeCP2 represses Sp1-activated transcription of the human leukosialin gene when the promoter is methylated. Mol Cell Biol. 1998 Sep 1;18(9):5492–5499. doi: 10.1128/mcb.18.9.5492. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Yeo GW, Coufal NG, Liang TY, Peng GE, Fu X-D, Gage FH. An RNA code for the FOX2 splicing regulator revealed by mapping RNA-protein interactions in stem cells. Nat Struct Mol Biol. 2009 Feb 1;16(2):130–137. doi: 10.1038/nsmb.1545. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Fimia GM, Stoykova A, Romagnoli A, et al. Ambra1 regulates autophagy and development of the nervous system. Nature. 2007 Jun 28;447(7148):1121–1125. doi: 10.1038/nature05925. [DOI] [PubMed] [Google Scholar]
- 22.Okkenhaug K, Bilancio A, Farjot G, et al. Impaired B and T cell antigen receptor signaling in p110delta PI 3-kinase mutant mice. Science. 2002 Aug 9;297(5583):1031–1034. doi: 10.1126/science.1073560. [DOI] [PubMed] [Google Scholar]
- 23.Groettrup M, Soza A, Eggers M, et al. A role for the proteasome regulator PA28alpha in antigen presentation. Nature. 1996 May 9;381(6578):166–168. doi: 10.1038/381166a0. [DOI] [PubMed] [Google Scholar]
- 24.Murakami Y, Chen L-F, Sanechika N, Kohzaki H, Ito Y. Transcription factor Runx1 recruits the polyomavirus replication origin to replication factories. J Cell Biochem. 2007 Apr 1;100(5):1313–1323. doi: 10.1002/jcb.21115. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.

