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©The Author(s) 2024.
World J Gastrointest Surg. Jun 27, 2024; 16(6): 1791-1802
Published online Jun 27, 2024. doi: 10.4240/wjgs.v16.i6.1791
Published online Jun 27, 2024. doi: 10.4240/wjgs.v16.i6.1791
Table 1 Demographic characteristics, n (%)
Variable | Total cohort (n = 15838) | Training cohort (n = 11088) | Validation cohort (n = 4750) | χ2 | P value |
Race | 1.36 | 0.507 | |||
Black people | 2303 (14.5) | 1590 (14.3) | 713 (15.0) | ||
White race | 12075 (76.2) | 8480 (76.5) | 3595 (75.7) | ||
Other | 1460 (9.2) | 1018 (9.2) | 442 (9.3) | ||
Sex | 0.027 | 0.869 | |||
Male | 8560 (54.0) | 5988 (54.0) | 2572 (54.1) | ||
Female | 7278 (46.0) | 5100 (46.0) | 2178 (45.9) | ||
Age at diagnosis (yr) | 1.73 | 0.188 | |||
< 70 | 10 735 (67.8) | 7480 (67.5) | 3255 (68.5) | ||
≥ 70 | 5103 (32.2) | 3608 (32.5) | 1495 (31.5) | ||
Primary tumor location | 0.264 | 0.607 | |||
Colon | 7063 (44.6) | 4930 (44.5) | 2133 (44.9) | ||
Rectum | 8775 (55.4) | 6158 (55.5) | 2617 (55.1) | ||
Tumor differentiation | 0.014 | 0.906 | |||
Ⅰ-Ⅱ | 11127 (70.3) | 7793 (70.3) | 3334 (70.2) | ||
Ⅲ-Ⅳ | 4711 (29.7) | 3295 (29.7) | 1416 (29.8) | ||
T staging | 0.08 | 0.777 | |||
1-2 | 2079 (13.1) | 1461 (13.2) | 618 (13.0) | ||
3-4 | 13759 (86.9) | 9627 (86.8) | 4132 (87.0) | ||
N stage | 0.576 | 0.448 | |||
0 | 4209 (26.6) | 2966 (26.7) | 1243 (26.2) | ||
1-2 | 11629 (73.4) | 8122 (73.3) | 3507 (73.8) | ||
CEA status | 2.721 | 0.099 | |||
Masculine | 12378 (78.2) | 8705 (78.5) | 3673 (77.3) | ||
Feminine | 3460 (21.8) | 2383 (21.5) | 1077 (22.7) | ||
Liver metastases | 0.286 | 0.593 | |||
No | 4731 (29.9) | 3298 (29.7) | 1433 (30.2) | ||
Yes | 11107 (70.1) | 7790 (70.3) | 3317 (69.8) | ||
Lung metastases | 2.202 | 0.138 | |||
No | 12673 (80.0) | 8838 (79.7) | 3835 (80.7) | ||
Yes | 3165 (20.0) | 2250 (20.3) | 915 (19.3) | ||
Bone metastases | 0.724 | 0.395 | |||
No | 15226 (96.1) | 10669 (96.2) | 4557 (95.9) | ||
Yes | 612 (3.9) | 419 (3.8) | 193 (4.1) | ||
Brain metastases | 1.032 | 0.31 | |||
No | 15682 (99.0) | 10973 (99.0) | 4709 (99.1) | ||
Yes | 156 (1.0) | 115 (1.0) | 41 (0.9) | ||
Surgical | 0.014 | 0.906 | |||
No | 3495 (22.1) | 2444 (22.0) | 1051 (22.1) | ||
Yes | 12343 (77.9) | 8644 (78.0) | 3699 (77.9) | ||
Chemotherapy | 0.026 | 0.872 | |||
None/unknown | 4235 (26.7) | 2969 (26.8) | 1266 (26.7) | ||
Yes | 11603 (73.3) | 8119 (73.2) | 3484 (73.3) |
Table 2 Multivariate analysis of COX based on training cohorts
Variable | Multivariate analysis | |
HR (95%CI) | P value | |
Race | ||
Black people | 1 | |
White race | 0.894 (0.834-0.959) | 0.002 |
Other | 0.835 (0.752-0.928) | 0.001 |
Sex | ||
Male | 1 | |
Female | 0.965 (0.918-1.015) | 0.17 |
Age at diagnosis (yr) | ||
< 70 | 1 | |
≥ 70 | 1.162 (1.099-1.228) | < 0.001 |
Primary tumor location | ||
Colon | 1 | |
Rectum | 0.715 (0.678-0.754) | < 0.001 |
Tumor differentiation | ||
Ⅰ-Ⅱ | 1 | |
Ⅲ-Ⅳ | 1.721 (1.630-1.817) | < 0.001 |
T staging | ||
1-2 | 1 | |
3-4 | 1.085 (0.999-1.179) | 0.053 |
N stage | ||
0 | 1 | |
1-2 | 1.304 (1.226-1.386) | < 0.001 |
CEA status | ||
Masculine | 1 | |
Feminine | 0.699 (0.655-0.746) | < 0.001 |
Liver metastases | ||
No | 1 | |
Yes | 1.406 (1.326-1.490) | < 0.001 |
Lung metastases | ||
No | 1 | |
Yes | 1.341 (1.260-1.426) | < 0.001 |
Bone metastases | ||
No | 1 | |
Yes | 1.621 (1.438-1.827) | < 0.001 |
Brain metastases | ||
No | 1 | |
Yes | 1.718 (1.370-2.155) | < 0.001 |
Surgical | ||
No | 1 | |
Yes | 0.459 (0.429-0.492) | < 0.001 |
Chemotherapy | ||
None/unknown | 1 | |
Yes | 0.368 (0.348-0.390) | < 0.001 |
Table 3 Regression coefficients and estimated scores for building a Nomogram prediction model based on a training cohort
Variable | Nomogram | |
Regression coefficients | Estimated score | |
Race | ||
Black people | 17.846261 | 18 |
White race | 6.960746 | 7 |
Other | 0 | 0 |
Age at diagnosis (yr) | ||
< 70 | 0 | 0 |
≥ 70 | 14.55836 | 15 |
Primary tumor location | ||
Colon | 32.76881 | 33 |
Rectum | 0 | 0 |
Tumor differentiation | ||
Ⅰ-Ⅱ | 0 | 0 |
Ⅲ-Ⅳ | 54.39289 | 54 |
N stage | ||
0 | 0 | 0 |
1-2 | 27.38794 | 27 |
CEA status | ||
Masculine | 35.56051 | 36 |
Feminine | 0 | 0 |
Liver metastases | ||
No | 0 | 0 |
Yes | 34.12213 | 34 |
Lung metastases | ||
No | 0 | 0 |
Yes | 29.0965 | 29 |
Bone metastases | ||
No | 0 | 0 |
Yes | 49.30787 | 49 |
Brain metastases | ||
No | 0 | 0 |
Yes | 54.35879 | 54 |
Surgical | ||
No | 75.074 | 75 |
Yes | 0 | 0 |
Chemotherapy | ||
None/unknown | 100 | 100 |
Yes | 0 | 0 |
Range | 0-524.474061 | 0-524 |
Score | 531.434807 | 531 |
Table 4 Analyzes tumor-specific survival rates in patients with different risk classes, %
Variable | Low-risk group | Medium-risk group | High-risk group |
(n = 8140) | (n = 4737) | (n = 2013) | |
1 yr CSS | 86.10 | 63.00 | 31.50 |
2 yr CSS | 67.30 | 38.00 | 16.10 |
3 yr CSS | 49.70 | 24.60 | 8.90 |
5 yr CSS | 31.30 | 14.20 | 4.30 |
Median CSS | 36 months | 18 months | 5 months |
95%CI | 34.987-37.013 | 17.273-18.727 | 4.503-5.497 |
- Citation: Zhou YJ, Tan ZE, Zhuang WD, Xu XH. Analysis of cancer-specific survival in patients with metastatic colorectal cancer: A evidence-based medicine study. World J Gastrointest Surg 2024; 16(6): 1791-1802
- URL: https://www.wjgnet.com/1948-9366/full/v16/i6/1791.htm
- DOI: https://dx.doi.org/10.4240/wjgs.v16.i6.1791