| Literature DB >> 29348831 |
George Sourvinos1, Katerina M Antoniou2,3, Ismini Lasithiotaki2,3, Eliza Tsitoura3,1, Anastasios Koutsopoulos4, Eleni Lagoudaki4, Chara Koutoulaki3, George Pitsidianakis2, Demetrios A Spandidos1, Nikolaos M Siafakas2.
Abstract
Merkel Cell Polyoma Virus (MCPyV) infection has been associated with non-small cell lung cancer (NSCLC). Viruses can manipulate cellular miRNAs or have a profound impact on cellular miRNA expression to control host regulatory pathways. In this study, we evaluated the expression profiles of cancer-associated and virally affected host microRNAs miR-21, miR-145, miR-146a, miR-155, miR-302c, miR-367 and miR-376c in a series of NSCLC tissue samples as well as in samples from "healthy" sites, distant from the tumour region that were either positive or negative for MCPyV DNA. miR-21 and miR-376c were significantly upregulated whereas miR-145 was significantly downregulated in the MCPyV+ve samples compared to the MCPyV-ve tumour samples. Overall, miR-21 and miR-376c expression was higher in tumour compared to healthy tissue samples. No association was observed between the miR-155, miR-146a, miR-302c and miR-367 levels and the presence of MCPyV. The expression of miR-21 target genes (Pten, Bcl-2, Daxx, Pkr, Timp3), miR-376c (Grb2, Alk7, Mmp9) and miR-145 (Oct-4, Sox2, Fascin1) and their associated pathways (Braf, Akt-1, Akt-2, Bax, Hif1a, p53) was altered between MCPyV+ve tumor samples and their corresponding controls. These results show a novel association between miR-21, miR-376c and miR-145 and their host target genes with the presence of MCPyV, suggesting a mechanism of virus-specific microRNA signature in NSCLC.Entities:
Keywords: merkel cell polyomavirus; microRNAs; non-small cell lung cancer; signalling pathways
Year: 2016 PMID: 29348831 PMCID: PMC5762516 DOI: 10.18632/oncotarget.11222
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
The clinicopathological characteristics and histological NSCLC types of all patients
| Characteristics | MCPyV-positive | MCPyV-negative | P-value |
|---|---|---|---|
| Number | 8 | 16 | |
| Age* | 68.00±8.21 | 62.82±11.63 | NS |
| Sex (male/female)** | 7/1 | 14/2 | NS |
| Non-smokers** | 1 | 1 | NS |
| Smokers** | 6 | 8 | NS |
| Ex-smokers** | 1 | 7 | NS |
| Adenocarcinoma | 5 | 10 | |
| Squamous | 2 | 5 | |
| Large Cell Undifferentiated | 1 | 1 |
Values are expressed as means ± SD (standard deviation).
*t-test; P < 0.05 is considered statistically significant.
**χ2test; P < 0.05 is considered statistically significant.
NS; not significant.
Expression profiles of microRNAs in lung tissue samples of NSCLC patients and controls in relation to the presence or absence of MCPyV
| MEAN±SD | MCPyV +ve controls | MCPyV +ve samples | MCPyV -ve controls | MCPyV -ve samples | |
|---|---|---|---|---|---|
| miR-21 | 0.43±0.24 | 1.13±0.08 | 0.49±0.60 | 0.88±0.05 | 0.013 |
| miR-376c | 2.75±0.26 | 6.53±0.38 | 2.85±1.47 | 5.29±2.51 | 0.048 |
| miR-145 | 1.71±0.23 | 1.35±0.21 | 1.28±0.43 | 6.99±3.99 | 0.0002 |
Values are expressed as means ± SD (standard deviation).
P < 0.05 is considered statistically significant.
NS; not significant.
Figure 1Expression profile of microRNAs in lung tissue samples of NSCLC patients (MCPyV+ve N=8, MCPyV-ve N=16) and controls (MCPyV+ve N=5, MCPyV-ve N=5) in relation to the presence or absence of MCPyV
Samples showed normal distribution, One-way Anova and confirmatory student's t test were used for the analysis. * p<0.05, ** p<0.005, *** p<0.0005.
Expression profiles of microRNAs’ target genes in lung tissue samples of NSCLC patients and controls in relation to the presence or absence of MCPyV
| Gene expression profiles | ||||
|---|---|---|---|---|
| MEAN±SD | MCPyV +ve controls | MCPyV +ve NSCLC samples | MCPyV –ve controls | MCPyV -ve NSCLC samples |
| Direct target genes | ||||
| 8.10±0.8 | 1.4±0.02 | 0.98±0.32 | 0.10±0.00 | |
| 38.30±5.8 | 13.40±2.10 | 12.32±9.87 | 40.90±6.10 | |
| 10.08±1.23 | 16.79±8.10 | 8.69±3.63 | 7.10±0.81 | |
| 357.1±56.04 | 64.71±11.37 | 41.97±6.54 | 46.71±23.71 | |
| 6.10±1.31 | 1.4±0.02 | 0.03±0.00 | 0.30±0.00 | |
| Associated pathways’ genes | ||||
| 0.53±0.02 | 1.60±0.40 | 1.03±0.94 | 0.10±0.00 | |
| 9.50±1.20 | 2.4±0.31 | 13.69±4.12 | 39.1±3.72 | |
| 7.60±2.10 | 1.90±0.51 | 1.56±0.65 | 3.6±0.89 | |
| 14.50±1.63 | 5.30±0.85 | 0.03±0.00 | 0.4±0.09 | |
| 18.10±3.12 | 3.10±1.56 | 26.45±13.58 | 76.5±9.54 | |
| 11.71±0.98 | 78.80±6.57 | 6.91±2.23 | 3.90±0.09 | |
| 1.13±0.76 | 0.22±0.32 | 0.58±1.21 | 0.62±0.06 | |
| 357.1±56.04 | 64.71±11.37 | 123.89±55.63 | 166.71±15.71 | |
| 12.31±0.32 | 1.98±0.02 | 5.32±1.29 | 6.32±0.34 | |
| 0.87±0.02 | 1.10±0.41 | 0.49±0.02 | 0.54±0.26 | |
| 0.92±0.38 | 5.21±2.78 | 2.65±0.03 | 1.21±0.72 | |
| - | 53.16±12.28 | - | 28.04±6.89 | |
Values are expressed as means ± SD (standard deviation).
NS: non significant.
Figure 2Expression profile of miR-21 target genes and associated pathways’ genes Pten, Braf, Bcl-2, Bax, p53, Akt-1, Akt-2 in lung tissue samples of NSCLC patients (MCPyV+ve N=8, MCPyV-ve N=16) and controls (MCPyV+ve N=5, MCPyV-ve N=5) in relation to the presence or absence of MCPyV
Samples showed normal distribution, One-way Anova and confirmatory student's t test were used for the analysis. * p<0.05, ** p<0.005, *** p<0.0005.
Figure 3Expression profile of miR-21 target genes and associated pathways’ genes Hif1a, Timp3, Daxx, Pkr in lung tissue samples of NSCLC patients (MCPyV+ve N=8, MCPyV-ve N=16) and controls (MCPyV+ve N=5, MCPyV-ve N=5) in relation to the presence or absence of MCPyV
Samples showed normal distribution, One-way Anova and confirmatory student's t test were used for the analysis. * p<0.05, ** p<0.005, *** p<0.0005.
Correlations between microRNAs and their target genes in lung tissue samples of NSCLC patients and controls in relation to the presence or absence of MCPyV
| Correlations | ||||
|---|---|---|---|---|
| r/r2/p value | MCPyV +ve controls | MCPyV +ve NSCLC samples | MCPyV -ve controls | MCPyV -ve NSCLC samples |
| NS | r = -0.6205, r2 =0.3850, p = 0.0009 | NS | r = -0.4027, r2 = 0.1621, p = 0.0460 | |
| r = +0.5603, r2 =0.3139, p =0.0036 | r = -0.5044, r2 =0.2544, p = 0.0101 | NS | NS | |
| NS | r = +0.4309, r2 =0.1857, p = 0.0315 | NS | r = -0.2398, r2 = 0.2598, p = 0.0047 | |
| NS | r = -0.4293, r2 =0.1843, p = 0.0322 | r = -0.8293, r2 =0.5845, p =0.0432 | r = -0.1493, r2 = 0.3649, p = 0.0212 | |
| NS | r = -0.4946, r2 =0.2446, p = 0.0266 | NS | r = -0.9746, r2 = 0.6597, p = 0.0023 | |
| NS | r = -0.6951, r2 =0.5912, p = 0.0251 | NS | NS | |
| r = +0.4351, r2 =0.1964, p=0.0387 | r = -0.3416, r2 =0.4108, p = 0.0023 | NS | r = +0.6941, r2 = 0.4679, p = 0.0039 | |
| r = +0.6398, r2 =0.2415, p =0.0289 | r = -0.7589, r2 =0.6341, p = 0.0049 | NS | NS | |
| NS | r = +0.2341, r2 = 0.3019, p = 0.0056 | r =+0.1956, r2 =0.2098, p =0.0042 | r = -0.6832, r2 = 0.5912, p = 0.0183 | |
| NS | r = +0.3965, r2 = 0.4170, p = 0.0038 | NS | r = -0.9230, r2 = 0.7154, p = 0.0058 | |
| - | r = +0.6231, r2 = 0.5439, p = 0.0008 | - | r = -0.2206, r2 = 0.1905, p = 0.0029 | |
NS: non significant, r=Pearson's r coefficient, r2=coefficient of determination.
Figure 4Expression profile of miR-376c target genes Alk7, Mmp9, Grb2 in lung tissue samples of NSCLC patients (MCPyV+ve N=8, MCPyV-ve N=16) and controls (MCPyV+ve N=5, MCPyV-ve N=5) in relation to the presence or absence of MCPyV
Samples showed normal distribution, One-way Anova and confirmatory student's t test were used for the analysis. * p<0.05, ** p<0.005, *** p<0.0005.
Figure 5Expression profile of miR-145 target genes Oct4, Sox2, Fascin1 in lung tissue samples of NSCLC patients (MCPyV+ve N=8, MCPyV-ve N=16) and controls (MCPyV+ve N=5, MCPyV-ve N=5) in relation to the presence or absence of MCPyV
Samples showed normal distribution, One-way Anova and confirmatory student's t test were used for the analysis. * p<0.05, ** p<0.005, *** p<0.0005.
Primer sequences used for quantitative Real-Time RT-PCR
| Gene | Primer pair sequence (5’-3’) | Annealing Temperature |
|---|---|---|
| FOR: AGCCACATCGCTCAGACAC | 54 °C | |
| FOR: AGAAAGCACTGATGATGAGAGG | 58 °C | |
| FOR: GAAACCCCTAGTGCCATCAA | 55 °C | |
| FOR: GTGAGCGCTTCGAGATGTTC | 60 °C | |
| FOR: GCAGCACGTGTACGAGAAGA | 54 °C | |
| FOR: CTCACACAGTCACCGAGAGC | 56 °C | |
| FOR: TTCTGACGGCAACTTCAACTG | 61 °C | |
| FOR: CATGCGAGGTTCTGAGAATTG | 54 °C | |
| FOR:CGGCAGCATCAAATGTTTCAG | 55 °C | |
| FOR: CCATGGGGAATTACATAGGC | 52 °C | |
| FOR: CTTGCATGGCTCTCAGATTCAC | 60 °C | |
| FOR: GGCGGCAGCAGCGGCAATGAC | 60 °C | |
| FOR: CCATCGCCAAATATGACTTCAAA | 62 °C | |
| FOR: ATGACCCGGGCGCTCTGCTCA | 58 °C | |
| FOR: ACTTTGACAGCGACAAGAGGTG | 64 °C | |
| FOR: AGGGAAGGAGATTATGGAGGAGG | 60 °C | |
| FOR: AGGATAAGTACACGCTGCCC | 57 °C | |
| FOR: CGCTCCAGCTATGACGTCTTCC | 60 °C | |
| Has-miR--191 | 002299 | 60 °C |
| Has-miR--21 | 000397 | 60 °C |
| Has-miR--145 | 000467 | 60 °C |
| Has-miR--146a | 000468 | 60 °C |
| Has-miR--155 | 002623 | 60 °C |
| hsa-miR--302c-3p | 000533 | 60 °C |
| Has-miR--367 | 000555 | 60 °C |
| Has-miR--376c | 002122 | 60 °C |