, Zhen-Zhen Lu2
, Zhen-Yu He3
, San-Gang Wu4
1Xiamen Key Laboratory of Clinical Efficacy and Evidence Studies of Traditional Chinese Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
2The Graduate School of Fujian Medical University, Fuzhou, China
3Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, China
4Department of Radiation Oncology, Xiamen Cancer Quality Control Center, Xiamen Cancer Center, Xiamen Key Laboratory of Radiation Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
Copyright © 2026 by the Korean Cancer Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical Statement
This study did not require approval from the institutional review board due to the de-identified information in the SEER program.
Author Contributions
Conceived and designed the analysis: Liu K, Lu ZZ, He ZY, Wu SG.
Collected the data: Liu K, Lu ZZ, He ZY, Wu SG.
Contributed data or analysis tools: Liu K, Lu ZZ, He ZY, Wu SG.
Performed the analysis: Liu K, Lu ZZ, He ZY, Wu SG.
Wrote the paper: Liu K, Lu ZZ, He ZY, Wu SG.
Conflict of Interest
Conflict of interest relevant to this article was not reported.
Funding
This manuscript was partly funded by the National Natural Science Foundation of China (No. 81872459), Natural Science Foundation of Fujian Province (No. 2024J011363), Guangdong Basic and Applied Basic Research Foundation (No. 2023A1515010086), the Social Development Projects of Key R&D Programs in Hainan Province (No. ZDYF2023SHFZ118), and the Project of the Xiamen Municipal Health Commission (No. 3502Z20184020).
Acknowledgments
The authors acknowledge the efforts of the Surveillance, Epidemiology, and End Results (SEER) Program tumor registries in the creation of the SEER database.
| Variable | Total | Female | Male | p-value |
|---|---|---|---|---|
| Age (yr) | ||||
| 1-64 | 96,424 | 95,875 (56.9) | 549 (37.9) | < 0.001 |
| ≥ 65 | 73,445 | 72,547 (43.1) | 898 (62.1) | |
| Tumor stage | ||||
| T1 | 114,254 | 113,511 (67.4) | 743 (51.3) | < 0.001 |
| T2 | 45,553 | 44,964 (26.7) | 589 (40.7) | |
| T3 | 7,880 | 7,845 (4.7) | 35 (2.4) | |
| T4 | 2,182 | 2,102 (1.2) | 80 (5.5) | |
| Tumor grade | ||||
| Grade I | 52,411 | 52,199 (31.0) | 212 (14.7) | < 0.001 |
| Grade II | 85,690 | 84,896 (50.4) | 794 (54.9) | |
| Grade III | 31,768 | 31,327 (18.6) | 441 (30.5) | |
| Nodal stage | ||||
| N0 | 127,558 | 126,644 (75.2) | 914 (63.2) | < 0.001 |
| N1 | 29,793 | 29,454 (17.5) | 339 (23.4) | |
| N2 | 8,411 | 8,279 (4.9) | 132 (9.1) | |
| N3 | 4,107 | 4,045 (2.4) | 62 (4.3) | |
| Race | ||||
| White | 138,931 | 137,734 (81.8) | 1,197 (82.7) | < 0.001 |
| Black | 13,780 | 13,607 (8.1) | 173 (12.0) | |
| Other | 17,158 | 17,081 (10.1) | 77 (5.3) | |
| Pathology | ||||
| Infiltrating duct carcinoma | 121,175 | 119,965 (71.2) | 1,210 (83.6) | < 0.001 |
| Infiltrating lobular carcinoma | 20,119 | 20,107 (11.9) | 12 (0.8) | |
| Other | 28,575 | 28,350 (16.8) | 225 (15.5) | |
| PR status | ||||
| Negative | 19,642 | 19,560 (11.6) | 82 (5.7) | < 0.001 |
| Positive | 150,227 | 148,862 (88.4) | 1,365 (94.3) | |
| CTS5 risk | ||||
| LR | 154,981 | 153,790 (91.3) | 1,191 (82.3) | < 0.001 |
| IR/HR | 14,888 | 14,621 (8.7) | 256 (17.7) | |
| Surgery procedure | ||||
| Breast conservative surgery | 96,350 | 96,232 (57.1) | 118 (8.2) | < 0.001 |
| Mastectomy | 73,519 | 72,190 (42.9) | 1,329 (91.8) | |
| Radiotherapy | ||||
| No | 76,262 | 75,236 (44.7) | 1,026 (70.9) | < 0.001 |
| Yes | 93,607 | 93,186 (55.3) | 421 (29.1) | |
| Chemotherapy | ||||
| No | 121,196 | 120,237 (71.4) | 959 (66.3) | < 0.001 |
| Yes | 48,673 | 48,185 (28.6) | 488 (33.7) |
| Variable | BCSS |
OS |
||||
|---|---|---|---|---|---|---|
| HaR | 95% CI | p-value | HaR | 95% CI | p-value | |
| Sex | ||||||
| Female | 1 | 1 | ||||
| Male | 1.057 | 0.873-1.281 | 0.569 | 1.729 | 1.569-1.904 | < 0.001 |
| Race | ||||||
| White | 1 | 1 | ||||
| Black | 1.518 | 1.427-1.615 | < 0.001 | 1.287 | 1.235-1.340 | < 0.001 |
| Other | 0.796 | 0.735-0.861 | < 0.001 | 0.658 | 0.625-0.692 | < 0.001 |
| Pathology | ||||||
| Infiltrating duct carcinoma | 1 | 1 | ||||
| Infiltrating lobular carcinoma | 1.052 | 0.990-1.117 | 0.099 | 1.013 | 0.975-1.052 | 0.518 |
| Other | 0.865 | 0.814-0.920 | < 0.001 | 0.986 | 0.953-1.020 | 0.412 |
| PR status | ||||||
| Negative | 1 | 1 | ||||
| Positive | 0.506 | 0.481-0.532 | < 0.001 | 0.647 | 0.625-0.669 | < 0.001 |
| CTS5 risk | ||||||
| LR | 1 | 1 | ||||
| IR/HR | 5.734 | 5.451-6.032 | < 0.001 | 4.278 | 4.134-4.428 | < 0.001 |
| Surgery | ||||||
| Breast conservative surgery | 1 | 1 | ||||
| Mastectomy | 1.456 | 1.381-1.534 | < 0.001 | 1.035 | 1.003-1.068 | 0.030 |
| Radiotherapy | ||||||
| No | 1 | 1 | ||||
| Yes | 0.743 | 0.707-0.780 | < 0.001 | 0.622 | 0.603-0.641 | < 0.001 |
| Chemotherapy | ||||||
| No | 1 | 1 | ||||
| Yes | 1.533 | 1.459-1.610 | < 0.001 | 0.672 | 0.651-0.693 | < 0.001 |
| Variable | BCSS |
OS |
||||
|---|---|---|---|---|---|---|
| HaR | 95% CI | p-value | HaR | 95% CI | p-value | |
| LR cohort | ||||||
| Male vs. Female | 1.116 | 0.820-1.464 | 0.430 | 1.989 | 1.775-2.228 | < 0.001 |
| IR/HR cohort | ||||||
| Male vs. Female | 0.983 | 0.750-1.289 | 0.903 | 1.237 | 1.028-1.489 | 0.025 |
| Female cohort | ||||||
| IR/HR vs. LR | 5.749 | 5.464-6.050 | < 0.001 | 4.317 | 4.169-4.469 | < 0.001 |
| Male cohort | ||||||
| IR/HR vs. LR | 4.489 | 2.950-6.831 | < 0.001 | 2.512 | 1.988-3.174 | < 0.001 |
Values are presented as number (%). CTS5, Clinical Treatment Score Post-5 Years; FBC, female breast cancer; IR/HR, intermediate- and high-risk; LR, low-risk; MBC, male breast cancer; N, nodal; PR, progesterone receptor; T, tumor.
BCSS, breast cancer-specific survival; CI, confidence interval; CTS5, Clinical Treatment Score Post-5 Years; HaR, hazard ratio; IR/HR, intermediate- and high-risk; LR, low-risk; N, nodal; OS, overall survival; PR, progesterone receptor.
BCSS, breast cancer-specific survival; CI, confidence interval; HaR, hazard ratio; IR/HR, intermediate- and high-risk; LR, low-risk; OS, overall survival.
