Table 2.
Univariate | Multivariate | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
β | SE | Wald | Sig. | Exp (β) | 95.0% CI for Exp (β) | β | SE | Wald | Sig. | Exp (β) | 95.0% CI for Exp (β) | |||
Lower | Upper | Lower | Upper | |||||||||||
1. Oncomine gene expression dataset analysisa | ||||||||||||||
DFS | ||||||||||||||
Age | 0.003 | 0.008 | 0.116 | 0.733 | 1.003 | 0.986 | 1.020 | |||||||
COL5A2 mRNA | 0.475 | 0.226 | 4.432 | 0.035 | 1.608 | 1.033 | 2.503 | |||||||
Grade | 0.692 | 0.230 | 9.062 | 0.003 | 1.997 | 1.273 | 3.133 | |||||||
Recurrence | 2.272 | 0.293 | 60.110 | 0.000 | 9.703 | 5.463 | 17.235 | 2.113 | 0.299 | 49.839 | 0.000 | 8.276 | 4.603 | 14.882 |
Sex | 0.051 | 0.222 | 0.052 | 0.819 | 1.052 | 0.681 | 1.626 | |||||||
Stage | 0.985 | 0.141 | 48.820 | 0.000 | 2.677 | 2.031 | 3.528 | 0.429 | 0.197 | 4.742 | 0.029 | 1.536 | 1.044 | 2.259 |
OS | ||||||||||||||
Age | 0.006 | 0.009 | 0.472 | 0.492 | 1.006 | 0.988 | 1.025 | |||||||
COL5A2 mRNA | 0.697 | 0.247 | 7.984 | 0.005 | 2.008 | 1.238 | 3.257 | 0.677 | 0.344 | 3.876 | 0.049 | 1.969 | 1.003 | 3.863 |
Grade | 0.695 | 0.241 | 8.311 | 0.004 | 2.004 | 1.249 | 3.215 | |||||||
Recurrence | 1.569 | 0.308 | 25.958 | 0.000 | 4.801 | 2.625 | 8.778 | 1.293 | 0.317 | 16.592 | 0.000 | 3.644 | 1.956 | 6.788 |
Sex | 0.100 | 0.237 | 0.176 | 0.675 | 1.105 | 0.694 | 1.759 | |||||||
Stage | 1.049 | 0.154 | 46.482 | 0.000 | 2.854 | 2.111 | 3.859 | 0.448 | 0.219 | 4.180 | 0.041 | 1.565 | 1.019 | 2.404 |
2. Immunohistochemistry of a TMAb | ||||||||||||||
OS | ||||||||||||||
Age | 0.520 | 0.240 | 4.706 | 0.030 | 1.682 | 1.051 | 2.689 | 0.663 | 0.252 | 6.912 | 0.009 | 1.94 | 1.184 | 3.181 |
Sex | −0.068 | 0.212 | 0.102 | 0.750 | 0.935 | 0.617 | 1.416 | |||||||
Positive lymph node | 0.940 | 0.213 | 19.406 | 0.000 | 2.560 | 1.685 | 3.888 | |||||||
T | 0.429 | 0.189 | 5.160 | 0.023 | 1.535 | 1.061 | 2.222 | |||||||
N | 0.833 | 0.143 | 33.770 | 0.000 | 2.301 | 1.737 | 3.048 | 0.964 | 0.157 | 37.850 | 0.000 | 2.623 | 1.929 | 3.566 |
M | 1.415 | 0.590 | 5.749 | 0.016 | 4.115 | 1.295 | 13.077 | |||||||
AJCC 7th staging | 0.901 | 0.172 | 27.368 | 0.000 | 2.462 | 1.756 | 3.450 | |||||||
Grade | 0.864 | 0.274 | 9.940 | 0.002 | 2.373 | 1.387 | 4.062 | 0.583 | 0.247 | 5.565 | 0.018 | 1.791 | 1.104 | 2.905 |
Tumor size | 0.555 | 0.234 | 5.643 | 0.018 | 1.742 | 1.102 | 2.755 | 0.578 | 0.245 | 5.577 | 0.018 | 1.782 | 1.103 | 2.879 |
Epithelial COL5A2 | 0.687 | 0.260 | 6.962 | 0.008 | 1.987 | 1.193 | 3.309 | 0.574 | 0.262 | 4.792 | 0.029 | 1.776 | 1.062 | 2.969 |
Notes: aThe analysis was performed using the Smith Colorectal dataset from the Oncomine cancer gene expression microarray DB (https://www.oncomine.org/resource/login.html). bThe analysis was based on the immunohistochemistry assay of a tissue microarray (HCol-Ade180Sur-04) containing 90 pairs of CRC and matched normal tissues.
Abbreviations: OS, overall survival; DFS, disease-free survival; b, beta coefficients; SE, standard error for each parameter estimate; Wald, Wald statistic; Sig., significance; Exp, the exponentiated parameter estimates; CI, confidence interval.