| Literature DB >> 28382148 |
Junlong Wu1, Fangning Wan1, Haoyue Sheng1, Guohai Shi1, Yijun Shen1, Guowen Lin1, Bo Dai1, Yiping Zhu1, Dingwei Ye1.
Abstract
BACKGROUND: Nuclear receptors (NRs) are a class of transcription factors that regulate many cellular functions through manipulation of gene expression and also play important roles in tumorigenesis, proliferation, progression and prognosis in various kinds of cancers according to recent studies. This work aimed to determine the predictive ability of NRs in muscle-invasive bladder cancer (MIBC). PATIENTS AND METHODS: A total of 308 MIBC patients with complete clinicopathological and RNASeq data from The Cancer Genome Atlas (TCGA) cohort were collected for filtration. Genes showed clear correlations with overall survival (OS) and recurrence free survival (RFS) were further validated in 123 MIBC patients recruited consecutively from 2008 to 2012 in Fudan University Shanghai Cancer Center (FUSCC) cohort. Cox proportional hazards regression model and Kaplan-Meier plot were used to assess the relative factors.Entities:
Keywords: NR1H3; Nuclear receptor; muscle-invasive bladder cancer; overall survival
Year: 2017 PMID: 28382148 PMCID: PMC5381174 DOI: 10.7150/jca.17845
Source DB: PubMed Journal: J Cancer ISSN: 1837-9664 Impact factor: 4.207
Patient demographic and clinical characteristics
| Characteristics | TCGA cohort (N=308) | FUSCC cohort (N=123) | |||
|---|---|---|---|---|---|
| N | % | N | % | ||
| Age, median (range) | 70.0 | 38 - 90 | 61.0 | 25 - 78 | |
| Gender | |||||
| Male | 224 | 72.7 | 103 | 83.7 | |
| Female | 84 | 27.3 | 20 | 16.3 | |
| Tumor subtype | |||||
| Papillary | 93 | 30.2 | - | - | |
| Non-papillary | 215 | 69.8 | - | - | |
| pT stage | |||||
| T2 | 101 | 32.8 | 76 | 61.8 | |
| T3 | 159 | 51.6 | 34 | 27.6 | |
| T4 | 48 | 15.6 | 13 | 10.6 | |
| pN stage | |||||
| N0 | 188 | 61.0 | 100 | 81.3 | |
| N1 | 35 | 11.4 | 10 | 8.1 | |
| N2 | 63 | 20.5 | 12 | 9.8 | |
| N3 | 6 | 1.9 | 1 | 0.8 | |
| Nx | 16 | 5.2 | 0 | 0 | |
| pM stage | |||||
| M0 | 146 | 47.4 | 123 | 100 | |
| M1 | 4 | 1.3 | - | - | |
| Mx | 158 | 51.3 | - | - | |
| Pathological stage | |||||
| Stage II | 87 | 28.2 | - | - | |
| Stage III | 115 | 37.3 | - | - | |
| Stage IV | 106 | 34.4 | - | - | |
| Histological grade | |||||
| Low grade | 14 | 4.5 | 13 | 10.6 | |
| High grade | 294 | 95.5 | 110 | 89.4 | |
| Family history of cancer | |||||
| Yes | 107 | 34.7 | - | - | |
| No | 201 | 65.3 | - | - | |
| Smoking status | |||||
| Yes | 212 | 68.8 | - | - | |
| No | 86 | 27.9 | - | - | |
| Not mentioned | 10 | 3.2 | - | - | |
| Adjuvant chemotherapy | |||||
| Yes | - | - | 46 | 37.4 | |
| No | - | - | 77 | 62.6 | |
| Patient group | |||||
| Initial case | - | - | 90 | 73.2 | |
| Relapse case | - | - | 33 | 26.8 | |
a. Student's t test.
b. Chi-square test.
c. Chi-square test, N stage as a binary variable: No lymph node involvement versus otherwise.
Univariate and multivariate Cox proportional hazards analysis of nuclear receptor gene expression and overall survival for patients with bladder cancer in TCGA cohort
| Variable | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | P value | HR | 95% CI | P value | |
| Age | 1.041 | 1.020 - 1.062 | 1.043 | 1.022 - 1.065 | ||
| Gender | 1.067 | 0.715 - 1.594 | 0.750 | |||
| Tumor subtype | 0.661 | 0.415 -1.054 | 0.082 | 0.933 | 0.571 - 1.527 | 0.784 |
| pT stage | 1.652 | 1.252 - 2.179 | 1.433 | 1.061 - 1.936 | ||
| pN stagea | 2.437 | 1.679 - 3.537 | 2.007 | 1.365 - 2.950 | ||
| pM stagea | 1.443 | 0.995 - 2.092 | 0.053 | 1.290 | 0.882 - 1.887 | 0.189 |
| Pathological stage | 1.972 | 1.524 - 2.550 | 1.221 | 0.748 - 1.991 | 0.424 | |
| Histological grade | 21.658 | 0.146 - 3216.531 | 0.228 | |||
| Family history | 0.780 | 0.531 - 1.147 | 0.207 | |||
| Smoking statusa | 1.265 | 0.833 - 1.921 | 0.270 | |||
| AR | 0.984 | 0.912 - 1.062 | 0.679 | |||
| ESR1 | 1.047 | 0.952 - 1.152 | 0.346 | |||
| ESR2 | 0.853 | 0.717 - 1.015 | 0.074 | 0.860 | 0.715 - 1.035 | 0.110 |
| ESRRA | 0.709 | 0.519 - 0.968 | 0.906 | 0.627 - 1.310 | 0.600 | |
| ESRRB | 0.875 | 0.735 - 1.040 | 0.131 | |||
| ESRRG | 0.945 | 0.867 - 1.029 | 0.191 | |||
| HNF4A | 0.989 | 0.884 - 1.105 | 0.840 | |||
| HNF4G | 0.939 | 0.873 - 1.009 | 0.088 | 0.988 | 0.912 - 1.070 | 0.760 |
| NR0B1 | 1.057 | 0.967 - 1.156 | 0.220 | |||
| NR0B2 | 0.966 | 0.778 - 1.200 | 0.758 | |||
| NR1D1 | 1.123 | 0.933 - 1.352 | 0.218 | |||
| NR1D2 | 0.883 | 0.677 - 1.152 | 0.360 | |||
| NR1H2 | 0.723 | 0.472 - 1.109 | 0.137 | |||
| NR1H3 | 0.784 | 0.641 - 0.958 | 0.779 | 0.634 - 0.957 | ||
| NR1H4 | 0.926 | 0.860 - 0.997 | 0.962 | 0.879 - 1.053 | 0.405 | |
| NR1I2 | 0.956 | 0.825 - 1.108 | 0.549 | |||
| NR1I3 | 0.928 | 0.790 - 1.090 | 0.362 | |||
| NR2C1 | 0.522 | 0.365 - 0.745 | 0.673 | 0.458 - 0.989 | ||
| NR2C2 | 0.924 | 0.758 - 1.125 | 0.429 | |||
| NR2E1 | 1.020 | 0.925 - 1.124 | 0.694 | |||
| NR2E3 | 0.874 | 0.709 - 1.077 | 0.205 | |||
| NR2F1 | 1.111 | 0.980 - 1.259 | 0.099 | 1.085 | 0.963 - 1.223 | 0.181 |
| NR2F2 | 1.036 | 0.859 - 1.249 | 0.713 | |||
| NR2F6 | 0.713 | 0.565 - 0.900 | 0.750 | 0.574 - 0.980 | ||
| NR3C1 | 1.115 | 0.952 - 1.307 | 0.178 | |||
| NR3C2 | 1.028 | 0.933 - 1.133 | 0.581 | |||
| NR4A1 | 1.012 | 0.903 - 1.135 | 0.834 | |||
| NR4A2 | 0.982 | 0.857 - 1.124 | 0.789 | |||
| NR4A3 | 1.024 | 0.929 - 1.128 | 0.634 | |||
| NR5A1 | 1.067 | 0.971 - 1.174 | 0.177 | |||
| NR5A2 | 0.917 | 0.775 - 1.085 | 0.314 | |||
| NR6A1 | 1.063 | 0.892 - 1.266 | 0.497 | |||
| PGR | 1.079 | 0.959 - 1.213 | 0.208 | |||
| PPARA | 1.013 | 0.811 - 1.264 | 0.911 | |||
| PPARD | 0.918 | 0.685 - 1.231 | 0.568 | |||
| PPARG | 0.928 | 0.861 - 1.001 | 0.053 | 1.013 | 0.891 - 1.151 | 0.847 |
| RARA | 0.994 | 0.741 - 1.335 | 0.970 | |||
| RARB | 1.022 | 0.916 - 1.141 | 0.694 | |||
| RARG | 0.855 | 0.714 - 1.024 | 0.089 | 0.897 | 0.739 - 1.089 | 0.273 |
| RORA | 1.033 | 0.898 - 1.190 | 0.647 | |||
| RORB | 1.014 | 0.892 - 1.153 | 0.826 | |||
| RORC | 0.946 | 0.881 - 1.016 | 0.126 | |||
| RXRA | 0.907 | 0.723 - 1.137 | 0.397 | |||
| RXRB | 0.879 | 0.564 - 1.371 | 0.571 | |||
| RXRG | 1.024 | 0.883 - 1.188 | 0.750 | |||
| THRA | 1.160 | 0.958 - 1.405 | 0.127 | |||
| THRB | 0.897 | 0.805 - 0.998 | 0.987 | 0.864 - 1.127 | 0.843 | |
| VDR | 0.914 | 0.778 - 1.074 | 0.274 | |||
Binary variables: No lymph node involvement versus otherwise; Non-metastasis versus otherwise; Non-smoker versus otherwise.
Figure 1Kaplan-Meier plots of survival in TCGA cohort are shown according to NR1H3, NR2C1 and NR2F6 expression. a, b, c Kaplan-Meier estimates of overall survival (OS) are shown according to NR1H3, NR2C1 and NR2F6 expression. d, e, f Kaplan-Meier estimates of recurrence free survival (RFS) are shown according to NR1H3, NR2C1 and NR2F6 expression.
Figure 2Kaplan-Meier plots of survival in FUSCC cohort are shown according to NR1H3 and NR2F6 expression. a, b Kaplan-Meier estimates of overall survival (OS) are shown according to NR1H3 and NR2F6 expression. c, d Kaplan-Meier estimates of recurrence free survival (RFS) are shown according to NR1H3 and NR2F6 expression.
Univariate and multivariate Cox proportional hazards analysis of overall survival for patients with bladder cancer in FUSCC cohort.
| Variables | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | P value | HR | 95% CI | P value | |
| Age | 1.028 | 0.990 - 1.067 | 0.146 | 1.029 | 0.990 - 1.070 | 0.147 |
| Gender | 0.474 | 0.169 - 1.331 | 0.156 | 0.499 | 0.177 - 1.407 | 0.189 |
| pT stage | 1.452 | 0.967 - 2.181 | 0.072 | 1.125 | 0.702 - 1.803 | 0.624 |
| pN stagea | 1.575 | 0.774 - 3.204 | 0.210 | 1.783 | 0.849 - 3.742 | 0.126 |
| Histological grade | 1.648 | 0.509 - 5.336 | 0.404 | 1.376 | 0.393 - 4.812 | 0.617 |
| Adjuvant chemotherapy | 1.957 | 1.067 - 3.587 | 1.754 | 0.955 - 3.222 | 0.070 | |
| Patient group | 1.069 | 0.547 - 2.088 | 0.846 | 1.006 | 0.474 - 2.135 | 0.987 |
| NR1H3 △Ct | 1.312 | 1.090 - 1.580 | 1.295 | 1.064 - 1.576 | ||
| NR2F6 △Ct | 0.921 | 0.766 - 1.107 | 0.381 | 0.876 | 0.720 - 1.067 | 0.189 |
a. Binary variable: No lymph node involvement versus otherwise
Univariate and multivariate Cox proportional hazards analysis of recurrence-free survival for patients with bladder cancer in FUSCC cohort.
| Variables | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | P value | HR | 95% CI | P value | |
| Age | 1.002 | 0.962 - 1.044 | 0.917 | 0.996 | 0.951 - 1.044 | 0.877 |
| Gender | 0.157 | 0.021 - 1.160 | 0.070 | 0.144 | 0.020 - 1.068 | 0.058 |
| pT stage | 1.275 | 0.775- 2.098 | 0.339 | 0.966 | 0.527 - 1.771 | 0.910 |
| pN stagea | 1.423 | 0.576 - 3.511 | 0.445 | 1.912 | 0.756 - 4.833 | 0.171 |
| Histological grade | 1.720 | 0.408 - 7.253 | 0.460 | 1.133 | 0.250 - 5.141 | 0.871 |
| Adjuvant chemotherapy | 1.808 | 0.861 - 3.795 | 0.117 | 1.967 | 0.936 - 4.133 | 0.074 |
| Patient group | 0.631 | 0.256 - 1.557 | 0.318 | 0.643 | 0.242 - 1.706 | 0.375 |
| NR1H3 △Ct | 1.259 | 1.008 - 1.572 | 1.218 | 0.944 - 1.572 | 0.129 | |
| NR2F6 △Ct | 0.924 | 0.775 - 1.101 | 0.375 | 0.909 | 0.750 - 1.103 | 0.333 |
a. Binary variable: No lymph node involvement versus otherwise