| Literature DB >> 27780919 |
Wei-Ming Li1,2,3,4, Chun-Nung Huang2,3, Hung-Lung Ke2,3, Ching-Chia Li2,3,5, Yu-Ching Wei6, Hsin-Chih Yeh2,3,5, Lin-Li Chang1,7, Chun-Hsiung Huang1,2,3, Peir-In Liang8, Bi-Wen Yeh2,3, Ti-Chun Chan9, Chien-Feng Li9,10,11,12,13, Wen-Jeng Wu1,2,3,5,14,15,16.
Abstract
Urothelial carcinoma (UC) occurs in the upper urinary tract (UTUC) and the urinary bladder (UBUC). The molecular pathogenesis of UC has not been fully elucidated. Through data mining of a published transcriptome of UBUC (GSE31684), we identified Minichromosome Maintenance Complex Component 2 (MCM2) and MCM10 as the two most significantly upregulated genes in UC progression among the MCM gene family, the key factors for the initiation of DNA replication. To validate the clinical significance of MCM2 and MCM10, immunohistochemistry, evaluated by H-score, was used in a pilot study of 50 UTUC and 50 UBUC samples. Only a high expression level of MCM10 predicted worse disease-specific survival (DSS) and inferior metastasis-free survival (MeFS) for both UTUC and UBUC. Correspondingly, evaluation of MCM10 mRNA expression in 36 UTUCs and 30 UBUCs showed significantly upregulated levels in high stage UC, suggesting its role in tumor progression. Evaluation of 340 UTUC and 296 UBUC tissue samples, respectively, demonstrated that high MCM10 immunoexpression was significantly associated with advanced primary tumors, nodal status, and the presence of vascular invasion in both groups of UCs. In multivariate Cox regression analyses, adjusted for standard clinicopathological features, MCM10 overexpression was independently associated with DSS (UTUC hazard ratio [HR]=2.401, P = 0.013; UBUC HR=4.323, P=0.001) and with MeFS (UTUC HR=3.294, P<0.001; UBUC HR=1.972, P=0.015). In vitro, knockdown of MCM10 gene significantly suppressed cell proliferation in both J82 and TCCSUP cells. In conclusion, MCM10 overexpression was associated with unfavorable clinicopathological characteristics and independent negative prognostic effects, justifying its potential theranostic value in UC.Entities:
Keywords: MCM10; prognosis; transcriptome; urothelial carcinoma
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Year: 2016 PMID: 27780919 PMCID: PMC5363620 DOI: 10.18632/oncotarget.12795
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Summary of differentially expressed genes of MCM family and showed stepwise alterations during cancer progression in the transcriptome of urothelial carcinoma of urinary bladder (GSE32894)
| Probe | Comparing T2-4 to Ta | Comparing T1 to Ta | Comparing T2-4 to T1 | Gene Symbol | Biological Process | Molecular Function | |||
|---|---|---|---|---|---|---|---|---|---|
| log ratio | p-value | log ratio | p-value | log ratio | p-value | ||||
| ILMN_1663195 | 0.6328 | <0.0001 | 0.5425 | <0.0001 | 0.0904 | 0.2971 | DNA replication, DNA replication initiation, cell cycle, regulation of phosphorylation, regulation of transcription; DNA-dependent, response to DNA damage stimulus, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding, protein binding | |
| ILMN_1681503 | 1.0003 | <0.0001 | 0.8447 | <0.0001 | 0.1556 | 0.1331 | DNA replication, DNA replication initiation, DNA unwinding during replication, cell cycle, nucleosome assembly, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, DNA replication origin binding, metal ion binding, nucleotide binding, protein binding, zinc ion binding | |
| ILMN_1704702 | 0.447 | <0.0001 | 0.3643 | <0.0001 | 0.0828 | 0.1149 | DNA replication, DNA replication initiation, cell cycle, regulation of phosphorylation, regulation of transcription; DNA-dependent, response to DNA damage stimulus, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding, protein binding | |
| ILMN_1737205 | 0.5055 | <0.0001 | 0.446 | <0.0001 | 0.0595 | 0.5164 | DNA replication, DNA replication initiation, DNA unwinding during replication, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, DNA helicase activity, hydrolase activity, nucleoside-triphosphatase activity, nucleotide binding, protein binding, single-stranded DNA binding | |
| ILMN_1798581 | 0.437 | 0.0002 | 0.4273 | 0.0002 | 0.0097 | 0.9127 | DNA replication, cell cycle, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding | |
| ILMN_1798654 | 0.7221 | <0.0001 | 0.583 | <.00010 | 0.1391 | 0.1232 | DNA replication, DNA replication initiation, DNA unwinding during replication, cell cycle, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, DNA helicase activity, identical protein binding, nucleotide binding, single-stranded DNA binding | |
| ILMN_1800654 | 0.1068 | 0.0025 | 0.1454 | 0.0001 | −0.0386 | 0.238 | DNA replication, DNA replication initiation, cell cycle, regulation of phosphorylation, regulation of transcription; DNA-dependent, response to DNA damage stimulus, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding, protein binding | |
| ILMN_1806818 | 0.204 | 0.039 | 0.4568 | <0.0001 | −0.2529 | 0.0082 | DNA replication, DNA replication initiation, cell cycle, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding, protein binding | |
| ILMN_1815169 | 0.5307 | <0.0001 | 0.5146 | <0.0001 | 0.016 | 0.8954 | DNA replication, DNA replication initiation, cell division, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, nucleotide binding, protein binding | |
| ILMN_2224143 | 0.1157 | 0.1739 | 0.2752 | 0.0009 | −0.1595 | 0.052 | DNA replication, DNA replication initiation, cell cycle, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding, protein binding | |
| ILMN_2407124 | 0.4594 | <0.0001 | 0.3002 | <0.0001 | 0.1592 | 0.1378 | DNA replication, cell cycle, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, nucleoside-triphosphatase activity, nucleotide binding | |
| ILMN_2412860 | 0.4652 | <0.0001 | 0.4671 | <0.0001 | −0.0019 | 0.9842 | DNA replication, DNA replication initiation, DNA unwinding during replication, regulation of transcription; DNA-dependent, transcription | ATP binding, DNA binding, DNA helicase activity, hydrolase activity, nucleoside-triphosphatase activity, nucleotide binding, protein binding, single-stranded DNA binding | |
| ILMN_2413898 | 1.1868 | <0.0001 | 0.8053 | <0.0001 | 0.3815 | <0.0001 | |||
| ILMN_2413899 | 0.5286 | <0.0001 | 0.3248 | <0.0001 | 0.2038 | 0.0001 | |||
Figure 1Analysis of transcriptome dataset in urothelial carcinoma from a published transcriptomic dataset (GSE32894)
Clustering analysis of genes focusing on the MCM gene family revealed that MCM10 is the most significantly up-regulated gene associated with increments in the pT status, followed by MCM2, prompting us to further validate their significance in our pilot batch of cases. Tissue specimens from tumors with different pT statuses are indicated at the top of the heatmap, and expression levels of up-regulated and down-regulated genes are represented using a brightness spectrum of red and green, respectively. Cases with unaltered mRNA transcriptional levels are coded black.
Figure 2Validation using immunohistochemistry for our pilot batch of 50 upper urinary tract urothelial carcinomas (UTUC, A, B, C, D) and urinary bladder urothelial carcinomas (UBUC, E, F, G, H)
MCM10 high expression significantly predicted inferior disease-specific survival (DSS) and metastasis-free survival (MeFS) for both UTUCs and UBUCs, while MCM2 is predictive only for DSS.
Figure 3QuantiGene assay
MCM10 mRNA expression was significantly increased in both UBUCs (left panel) and UTUCs (right panel) with advanced primary pT status. (p=0.004 and p=0.001, respectively).
Correlations between MCM10 expression and other important clinicopathological parameters in urothelial carcinomas
| Parameter | Category | Upper Urinary Tract Urothelial Carcinoma | Urinary Bladder Urothelial Carcinoma | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Case No. | MCM10 Expression | p-value | Case No. | MCM10 Expression | p-value | ||||
| Low | High | Low | High | ||||||
| Gender | Male | 158 | 85 | 73 | 0.192 | 216 | 111 | 105 | 0.376 |
| Female | 182 | 95 | 97 | 79 | 36 | 43 | |||
| Age (years) | < 65 | 138 | 68 | 70 | 0.825 | 121 | 65 | 56 | 0.265 |
| ≥ 65 | 202 | 102 | 100 | 174 | 82 | 92 | |||
| Tumor location | Renal pelvis | 141 | 69 | 72 | 0.909 | - | - | - | - |
| Ureter | 150 | 77 | 73 | - | - | - | - | ||
| Renal pelvis & ureter | 49 | 24 | 25 | - | - | - | - | ||
| Multifocality | Single | 278 | 141 | 137 | 0.574 | - | - | - | - |
| Multifocal | 62 | 29 | 33 | - | - | - | - | ||
| Primary tumor (T) | Ta | 89 | 57 | 32 | 84 | 52 | 32 | ||
| T1 | 92 | 58 | 34 | 88 | 53 | 35 | |||
| T2-T4 | 159 | 55 | 104 | 123 | 42 | 81 | |||
| Nodal metastasis | Negative (N0) | 312 | 164 | 148 | 266 | 140 | 126 | ||
| Positive (N1-N2) | 28 | 6 | 22 | 29 | 7 | 22 | |||
| Histological grade | Low grade | 56 | 42 | 14 | 56 | 38 | 18 | ||
| High grade | 284 | 128 | 156 | 239 | 109 | 130 | |||
| Vascular invasion | Absent | 234 | 140 | 94 | 246 | 133 | 113 | ||
| Present | 106 | 30 | 76 | 49 | 14 | 35 | |||
| Perineural invasion | Absent | 321 | 168 | 153 | 275 | 142 | 133 | ||
| Present | 19 | 2 | 17 | 20 | 5 | 15 | |||
| Mitotic rate (per 10 high power fields) | < 10 | 173 | 125 | 48 | 139 | 85 | 54 | ||
| >= 10 | 167 | 45 | 122 | 156 | 62 | 94 | |||
Statistically significant.
Figure 4MCM10 immunostaining
Representative sections of non-tumor urothelium A., non-invasive urothelial carcinoma B., superficially invasive urothelial carcinoma C., and high-stage infiltrating urothelial carcinoma D. exhibit a stepwise increment.
Correlations between MCM10 expression and other important clinicopathological parameters in urothelial carcinomas
| Parameter | Category | Case No. | Disease-specific Survival | Metastasis-free Survival | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Univariate analysis | Multivariate analysis | Univariate analysis | Multivariate analysis | |||||||||
| No. of event | p-value | R.R. | 95% C.I. | p-value | No. of event | p-value | R.R. | 95% C.I. | p-value | |||
| Male | 158 | 28 | 0.8286 | - | - | - | 32 | 0.7904 | - | - | - | |
| Female | 182 | 33 | - | - | - | 38 | - | - | - | |||
| < 65 | 138 | 26 | 0.9943 | - | - | - | 30 | 0.8470 | - | - | - | |
| ≥ 65 | 202 | 35 | - | - | - | 40 | - | - | - | |||
| Right | 177 | 34 | 0.7366 | - | - | - | 38 | 0.3074 | - | - | - | |
| Left | 154 | 26 | - | - | - | 32 | - | - | - | |||
| Bilateral | 9 | 1 | - | - | - | 0 | - | - | - | |||
| Renal pelvis | 141 | 24 | 1 | 0.706 | 31 | 0.0659 | - | - | - | |||
| Ureter | 150 | 22 | 0.820 | 0.440-1.526 | 25 | - | - | - | ||||
| Renal pelvis & ureter | 49 | 15 | 1.361 | 0.377-4.913 | 14 | - | - | - | ||||
| Single | 273 | 48 | 1 | - | 52 | 1 | ||||||
| Multifocal | 62 | 18 | 2.530 | 1.173-5.455 | 18 | 2.127 | ||||||
| Ta | 89 | 2 | 1 | - | 0.063 | 4 | 1 | - | 0.189 | |||
| T1 | 92 | 9 | 3.337 | 0.708-15.718 | 15 | 2.792 | 0.901-8.650 | |||||
| T2-T4 | 159 | 50 | 5.546 | 1.231-24.979 | 51 | 2.684 | 0.853-8.440 | |||||
| Negative (N0) | 312 | 42 | 1 | - | 55 | 1 | - | |||||
| Positive (N1-N2) | 28 | 19 | 5.077 | 2.740-9.450 | 15 | 2.962 | 1.603-5.472 | |||||
| Low grade | 56 | 4 | 1 | - | 3 | 1 | - | |||||
| High grade | 284 | 57 | 3.729 | 1.234-11.272 | 67 | 4.550 | 1.351-15.301 | |||||
| Absent | 234 | 24 | 1 | - | 0.130 | 26 | 1 | - | ||||
| Present | 106 | 37 | 1.579 | 0.874-2.853 | 44 | 2.226 | 1.223-4.053 | |||||
| Absent | 321 | 50 | 1 | 61 | 1 | - | ||||||
| Present | 19 | 11 | 3.248 | 1.537-6.864 | 9 | 2.181 | 1.032-4.609 | |||||
| < 10 | 173 | 27 | 0.167 | - | - | - | 30 | - | - | - | ||
| >= 10 | 167 | 34 | - | - | - | 40 | - | - | - | |||
| Low | 170 | 12 | 1 | - | 13 | 1 | - | |||||
| High | 170 | 49 | 2.401 | 1.201-4.800 | 57 | 3.294 | 1.704-6.367 | |||||
Statistically significant.
Figure 5Kaplan-Meier plots
These plots show the prognostic significance of MCM10 expression for DSS and MeFS of UTUC A & B. and UBUC C & D.
Univariate log-rank and multivariate analyses for Disease-specific and Metastasis-free Survivals in urinary bladder urothelial carcinoma
| Parameter | Category | Case No. | Disease-specific Survival | Metastasis-free Survival | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Univariate analysis | Multivariate analysis | Univariate analysis | Multivariate analysis | |||||||||
| No. of event | p-value | R.R. | 95% C.I. | p-value | No. of event | p-value | R.R. | 95% C.I. | p-value | |||
| Male | 216 | 41 | 0.4446 | - | - | - | 60 | 0.2720 | - | - | - | |
| Female | 79 | 11 | - | - | - | 16 | - | - | - | |||
| < 65 | 121 | 17 | 0.1136 | - | - | - | 31 | 0.6875 | - | - | - | |
| ≥ 65 | 174 | 35 | - | - | - | 45 | - | - | - | |||
| Ta | 84 | 1 | 1 | - | 4 | 1 | - | |||||
| T1 | 88 | 9 | 7.441 | 0.790-70.108 | 23 | 5.546 | 1.597-19.252 | |||||
| T2-T4 | 123 | 42 | 29.581 | 3.184-274.822 | 49 | 8.230 | 2.352-28.798 | |||||
| Negative (N0) | 266 | 41 | 1 | - | 0.761 | 61 | 1 | - | 0.100 | |||
| Positive (N1-N2) | 29 | 11 | 1.114 | 0.554-2.239 | 15 | 1.670 | 0.906-3.097 | |||||
| Low grade | 56 | 2 | 1 | - | 0.639 | 5 | 1 | - | 0.938 | |||
| High grade | 239 | 50 | 0.684 | 0.140-3.345 | 71 | 1.043 | 0.362-3.002 | |||||
| Absent | 246 | 37 | 1 | - | 0.135 | 54 | 1 | - | 0.812 | |||
| Present | 49 | 15 | 0.585 | 0.289-1.182 | 22 | 0.930 | 0.511-1.692 | |||||
| Absent | 275 | 44 | 1 | - | 0.066 | 66 | 1 | - | 0.206 | |||
| Present | 20 | 8 | 2.233 | 0.947-5.262 | 10 | 1.625 | 0.766-3.450 | |||||
| < 10 | 139 | 12 | 1 | - | 23 | 1 | - | |||||
| >= 10 | 156 | 40 | 2.145 | 1.104-4.170 | 53 | 1.843 | 1.105-3.075 | |||||
| Low | 147 | 10 | 1 | - | 23 | 1 | - | |||||
| High | 148 | 42 | 4.323 | 1.797-10.399 | 53 | 1.972 | 1.139-3.416 | |||||
Statistically significant.
Figure 6MCM10 expression promotes growth of UC cells in vitro
A. Compared to RT4 cells, endogenous MCM10 mRNA (upper) and protein (lower) expression is higher in J82 and TCCSUP cell lines. B. The two cell lines with high endogenous MCM10 expression are stably silenced against MCM10 expression by a lentiviral vector bearing one of the two clones of MCM10 shRNA with different sequences for both J82 (left panel) and TCCSUP (right panel) cells. The efficiency of RNA silencing is confirmed by both quantitative RT-PCR (upper row) and western blotting (lower row) assays. The shLacZ plasmid, POLR2A transcript, and GADPH protein are utilized as controls in RNA interference, quantitative RT-PCR, and western blotting assays, respectively. C. Using an ELISA-based, colorimetric assay to assess the rate of BrdU uptake, cell proliferation is significantly reduced in stable MCM10-knockdown J82 (left) and TCCSUP (right) cell lines, compared to the corresponding shLacZ controls. (*, P<0.05).