| Literature DB >> 29382334 |
Wenhao Weng1,2,3, Na Liu4, Yuji Toiyama5, Masato Kusunoki5, Takeshi Nagasaka6, Toshiyoshi Fujiwara6, Qing Wei7, Huanlong Qin8, Haifan Lin4, Yanlei Ma9,10, Ajay Goel11.
Abstract
BACKGROUND: Emerging evidence suggests that PIWI-interacting RNAs (piRNAs) may be important epigenetic regulators of gene expression in human cancers; however, their functional and clinical significance in colorectal cancer (CRC) remains unknown.Entities:
Keywords: Biomarker; Colorectal cancer; Noncoding RNA; Oncogene; Prognosis; Tumor suppressor; piR-1245; piRNA
Mesh:
Substances:
Year: 2018 PMID: 29382334 PMCID: PMC5791351 DOI: 10.1186/s12943-018-0767-3
Source DB: PubMed Journal: Mol Cancer ISSN: 1476-4598 Impact factor: 27.401
Clinicopathological characteristic and piR-1245 expression in training and validation cohort
| Training cohort | Validation cohort | |||||||
|---|---|---|---|---|---|---|---|---|
| Cases | Low | High |
| Cases | Low | High |
| |
| Gender | ||||||||
| Male | 91 | 45 | 46 | 0.9391 | 110 | 52 | 58 | 0.4255 |
| Female | 104 | 52 | 52 | 79 | 42 | 37 | ||
| Age | ||||||||
| ≤ 69a/66b | 100 | 55 | 45 | 0.133 | 100 | 45 | 55 | 0.1687 |
| > 69a/66b | 95 | 42 | 53 | 89 | 49 | 40 | ||
| Tumor location | ||||||||
| Distal | 150 | 82 | 68 | * | 121 | 55 | 66 | 0.1174 |
| Proximal | 45 | 15 | 30 | 68 | 39 | 29 | ||
| Histological type | ||||||||
| Well/moderate | 175 | 90 | 85 | 0.0566 | 180 | 90 | 90 | 0.7456 |
| Poor | 18 | 5 | 13 | 9 | 4 | 5 | ||
| Unknown | 2 | – | – | – | – | – | ||
| Pathological T category | ||||||||
| pT1-3 | 48 | 34 | 14 | ** | 154 | 82 | 72 | * |
| pT4 | 147 | 63 | 84 | 35 | 12 | 23 | ||
| Lymph node metastasis | ||||||||
| Negative | 132 | 73 | 59 | * | 85 | 53 | 32 | ** |
| Positive | 63 | 24 | 39 | 100 | 40 | 60 | ||
| Unknown | – | – | – | 4 | – | – | ||
| Distant metastasis | ||||||||
| Negative | 187 | 96 | 91 | * | 143 | 80 | 63 | ** |
| Positive | 8 | 1 | 7 | 46 | 14 | 32 | ||
| Stage | ||||||||
| I | 29 | 21 | 8 | ** | 28 | 18 | 10 | ** |
| II | 99 | 51 | 48 | 53 | 33 | 20 | ||
| III | 59 | 24 | 35 | 62 | 29 | 33 | ||
| IV | 8 | 1 | 7 | 46 | 14 | 32 | ||
Boldface P value denotes statistical significance < 0.05
aThe median age of training cohort is 69
bThe median age of validation cohort is 66
cPearson chi-squared testing was used - compare the correlation between piR-1245 expression and clinical variables. *P < 0.05;**P < 0.01
Fig. 1The clinical significance of cancer-related piRNAs in CRC. a Small RNA-seq revealed differentially expressed piRNAs between cancer and paired normal tissues (4 each) from the Mie cohort. The heatmaps maps illustrate the Z-score of each candidate piRNAs. b The expression of candidate piRNAs were validated in a subset of 20 cancer and paired normal mucosa (NM) specimens in Mie cohort. **P < 0.01, Wilcoxon paired test. The prognostic significance of piR-1245 was evaluated in colorectal cancer patients from TCGA datasets (c) and the clinical training cohort (Shanghai) (d) and the validation cohort (Okayama). e The OS (overall survival) analysis was performed by Kaplan–Meier test and the log-rank method (**P < 0.05, HR: Hazard Ratio)
Univariate and multivariate analysis for predictors of overall survival in training and validation cohort
| Univariate survival analysis | Multivariate survival analysis | |||||
|---|---|---|---|---|---|---|
| HR | 95%CI |
| HR | 95%CI |
| |
| Training cohort | ||||||
| Gender(Male) | 0.8471 | 0.4948-1.4500 | 0.545 | |||
| Age (> 69) | 1.9063 | 1.0970-3.3125 | * | |||
| Tumor location (Proximal) | 2.3263 | 1.3379-4.0449 | ** | |||
| Histological type (Poor) | 2.1597 | 1.0165-4.5887 | *0.0452 | 1.945 | 0.9003-4.2019 | 0.0905 |
| T classification (pT4) | 2.6736 | 1.2045-5.9346 | * | 2.1501 | 0.9431-4.9017 | 0.0687 |
| Node involvement (Present) | 1.6608 | 0.9700-2.8434 | 0.0644 | 1.3642 | 0.7813-2.3820 | 0.2748 |
| Distant metastasis (Present) | 4.8339 | 2.0511-11.3923 | ** | 4.796 | 1.9696-11.6786 | ** |
| piR-1245 expression level (High) | 2.387 | 1.3300-4.2838 | ** | 1.965 | 1.0683-3.6144 | * |
| Validation cohort | ||||||
| Gender(Male) | 1.1471 | 0.7592-1.7334 | 0.5145 | |||
| Age (> 69) | 1.077 | 0.6065-1.9124 | 0.8002 | |||
| Tumor location (Proximal) | 0.7355 | 0.3972-1.3619 | 0.3284 | |||
| Histological type (Poor) | 3.7535 | 1.4754-9.5487 | ** | 3.4914 | 1.2996 - 9.3799 | * |
| T classification (pT4) | 3.61 | 2.0014-6.5114 | ** < | 2.2202 | 1.1551 - 4.2673 | * |
| Node involvement (Present) | 1.921 | 1.2479-2.9573 | ** | 1.2908 | 0.5790 - 2.8776 | 0.5326 |
| Distant metastasis (Present) | 8.1136 | 4.4863-14.6739 | ** < | 4.7427 | 2.3622 - 9.5220 | ** < |
| piR-1245 expression level (High) | 3.208 | 1.6989-6.0578 | ** | 2.9347 | 1.4584 - 5.9057 | ** |
Boldface P value denotes statistical significance < 0.05
HR Hazard ratio; *P < 0.05;**P < 0.01
Fig. 2The piR-1245 promotes cell growth, colony formation, migration and invasion and inhibits apoptosis in colorectal cancer cells. HCT116 and SW480 cells were transfected with either piR-1245 RNA oligonucleotides, antisense or scrambled controls. The treated cells or control cells were subsequently used for MTT assay (a), colony formation assay (b), Ki-67 staining (c), Migration and invasion assay (d) and apoptosis assay (e). All the experiments were performed biological triplicate. (*P < 0.05, **P < 0.01; independent t-test was used to compare control and treated cells)
Fig. 3Identification of piR-1245 downstream target genes. a HCT116 cells were treated with or without piR-1245 antisense and subsequently performed gene expression microarray analysis. A total of 244 mRNAs were detected to be differentially expressed with a fold change of ≥ 1.5 and a corresponding P < 0.01. Notably, 168 genes were found to be up-regulated, while 76 genes were down-regulated in piR-1245-inhibited cells compared to control cells. b IPA analysis was performed for the upregulated genes to interrogate the function of piR-1245 in CRC. The results confirmed the putative model that activated p53 pathway, which was induced by piR-1245 inhibition, led to cell apoptosis, necrosis, cell death, contact growth inhibition, senescence of cells, and inhibited cell proliferation, colony formation. Furthermore, IPA showed the piR-1245 acts as important regulator of cell death and survival (c) miRANDA and RNA22 tool was used to predict the binding of piR-1245 to potential targets
Fig. 4The correlation between piR-1245 and its target genes in CRC tissues. a qPCR was performed to confirm the expression change of target genes after piR-1245 overexpression or knockdown in HCT116 and SW480 cells. (n = 3, *P < 0.05, **P < 0.01, independent t-test was used to compare control and treated cells). b qPCR was performed to evaluate the expression correlation between piR-1245 and its targets in CRC tissues. (n = 159, *P < 0.05, **P < 0.01; Spearman’s rank correlation (ρ) was used for the correlation analysis)