Laboratory Medicine ›› 2026, Vol. 41 ›› Issue (6): 566-574.DOI: 10.3969/j.issn.1673-8640.2026.06.008
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LIN Jiafei1, CHEN Xiaosong2, WU Beiying1, JIN Lilan1, LIN Lin1(
)
Received:2025-11-04
Revised:2026-02-08
Online:2026-06-30
Published:2026-07-01
CLC Number:
LIN Jiafei, CHEN Xiaosong, WU Beiying, JIN Lilan, LIN Lin. Prognostic evaluation role of 21-gene recurrence score based on different risk stratification criteria in ER-positive,HER-2-negative Luminal type early IDC patients[J]. Laboratory Medicine, 2026, 41(6): 566-574.
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| 临床病理特征 | 例数 | 百分比/% |
|---|---|---|
| 年龄 | ||
| ≤50岁 | 244 | 31.6 |
| >50岁 | 527 | 68.4 |
| 肿块大小 | ||
| ≤2 cm | 415 | 53.8 |
| >2 cm | 356 | 46.2 |
| 月经状态 | ||
| 绝经前 | 258 | 33.5 |
| 绝经后 | 513 | 66.5 |
| 组织学分级 | ||
| Ⅰ~Ⅱ级 | 608 | 78.9 |
| Ⅲ级 | 163 | 21.1 |
| 分子分型 | ||
| Luminal A | 218 | 28.3 |
| Luminal B | 553 | 71.7 |
| 临床分期 | ||
| Ⅰ期 | 474 | 61.5 |
| Ⅱ~Ⅲ期 | 297 | 38.5 |
| PR表达 | ||
| 低表达 | 225 | 29.2 |
| 高表达 | 546 | 70.8 |
| Ki67表达 | ||
| 低表达 | 322 | 41.8 |
| 高表达 | 449 | 58.2 |
| 淋巴转移 | ||
| 无 | 623 | 80.8 |
| 有 | 148 | 19.2 |
| 预后 | ||
| 预后良好 | 706 | 91.6 |
| 预后不良 | 65 | 8.4 |
| NSABP B-14 研究标准 | ||
| 低危 | 146 | 18.9 |
| 中危 | 450 | 58.4 |
| 高危 | 175 | 22.7 |
| TAILORx 试验标准 | ||
| 低危 | 91 | 11.8 |
| 中危 | 366 | 47.5 |
| 高危 | 314 | 40.7 |
| 临床病理特征 | 例数 | 百分比/% |
|---|---|---|
| 年龄 | ||
| ≤50岁 | 244 | 31.6 |
| >50岁 | 527 | 68.4 |
| 肿块大小 | ||
| ≤2 cm | 415 | 53.8 |
| >2 cm | 356 | 46.2 |
| 月经状态 | ||
| 绝经前 | 258 | 33.5 |
| 绝经后 | 513 | 66.5 |
| 组织学分级 | ||
| Ⅰ~Ⅱ级 | 608 | 78.9 |
| Ⅲ级 | 163 | 21.1 |
| 分子分型 | ||
| Luminal A | 218 | 28.3 |
| Luminal B | 553 | 71.7 |
| 临床分期 | ||
| Ⅰ期 | 474 | 61.5 |
| Ⅱ~Ⅲ期 | 297 | 38.5 |
| PR表达 | ||
| 低表达 | 225 | 29.2 |
| 高表达 | 546 | 70.8 |
| Ki67表达 | ||
| 低表达 | 322 | 41.8 |
| 高表达 | 449 | 58.2 |
| 淋巴转移 | ||
| 无 | 623 | 80.8 |
| 有 | 148 | 19.2 |
| 预后 | ||
| 预后良好 | 706 | 91.6 |
| 预后不良 | 65 | 8.4 |
| NSABP B-14 研究标准 | ||
| 低危 | 146 | 18.9 |
| 中危 | 450 | 58.4 |
| 高危 | 175 | 22.7 |
| TAILORx 试验标准 | ||
| 低危 | 91 | 11.8 |
| 中危 | 366 | 47.5 |
| 高危 | 314 | 40.7 |
| 组别 | 例数 | 年龄 | 肿块大小 | 月经状态 | 组织学分级 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ≤50岁/例 | >50/例 | ≤2 cm/例 | >2 cm/例 | 绝经前/例 | 绝经后/例 | Ⅰ~Ⅱ级/例 | Ⅲ级/例 | |||||
| 低危组 | 146 | 45 | 101 | 81 | 65 | 49 | 97 | 128 | 18 | |||
| 中危组 | 450 | 155 | 295 | 252 | 198 | 164 | 286 | 376 | 74 | |||
| 高危组 | 175 | 44 | 131 | 82 | 93 | 45 | 130 | 104 | 71 | |||
| χ2值 | 5.096 | 4.436 | 6.516 | 52.384 | ||||||||
| P值 | 0.078 | 0.109 | 0.038 | <0.001 | ||||||||
| 组别 | 分子分型 | 临床分期 | PR | Ki67 | 淋巴转移 | |||||||
| Luminal A/例 | Luminal B/例 | Ⅰ期/例 | Ⅱ~Ⅲ期/例 | 低表达/例 | 高表达/例 | 低表达/例 | 高表达/例 | 无/例 | 有/例 | |||
| 低危组 | 67 | 79 | 90 | 56 | 16 | 130 | 76 | 70 | 120 | 26 | ||
| 中危组 | 135 | 315 | 284 | 166 | 112 | 338 | 203 | 247 | 359 | 91 | ||
| 高危组 | 16 | 159 | 100 | 75 | 97 | 78 | 43 | 132 | 144 | 31 | ||
| χ2值 | 54.585 | 1.897 | 85.807 | 29.698 | 0.735 | |||||||
| P值 | <0.001 | 0.387 | <0.001 | <0.001 | 0.693 | |||||||
| 组别 | 例数 | 年龄 | 肿块大小 | 月经状态 | 组织学分级 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ≤50岁/例 | >50/例 | ≤2 cm/例 | >2 cm/例 | 绝经前/例 | 绝经后/例 | Ⅰ~Ⅱ级/例 | Ⅲ级/例 | |||||
| 低危组 | 146 | 45 | 101 | 81 | 65 | 49 | 97 | 128 | 18 | |||
| 中危组 | 450 | 155 | 295 | 252 | 198 | 164 | 286 | 376 | 74 | |||
| 高危组 | 175 | 44 | 131 | 82 | 93 | 45 | 130 | 104 | 71 | |||
| χ2值 | 5.096 | 4.436 | 6.516 | 52.384 | ||||||||
| P值 | 0.078 | 0.109 | 0.038 | <0.001 | ||||||||
| 组别 | 分子分型 | 临床分期 | PR | Ki67 | 淋巴转移 | |||||||
| Luminal A/例 | Luminal B/例 | Ⅰ期/例 | Ⅱ~Ⅲ期/例 | 低表达/例 | 高表达/例 | 低表达/例 | 高表达/例 | 无/例 | 有/例 | |||
| 低危组 | 67 | 79 | 90 | 56 | 16 | 130 | 76 | 70 | 120 | 26 | ||
| 中危组 | 135 | 315 | 284 | 166 | 112 | 338 | 203 | 247 | 359 | 91 | ||
| 高危组 | 16 | 159 | 100 | 75 | 97 | 78 | 43 | 132 | 144 | 31 | ||
| χ2值 | 54.585 | 1.897 | 85.807 | 29.698 | 0.735 | |||||||
| P值 | <0.001 | 0.387 | <0.001 | <0.001 | 0.693 | |||||||
| 项目 | β值 | 标准误 | Wald值 | OR值(95%CI) | P值 |
|---|---|---|---|---|---|
| PR表达 | 1.411 | 0.203 | 48.434 | 4.10(2.76~6.10) | <0.001 |
| 月经状态 | 0.026 | 0.158 | 0.028 | 1.03(0.75~1.40) | 0.867 |
| 分子分型 | -0.113 | 0.282 | 0.162 | 0.89(0.51~1.55) | 0.687 |
| Ki67表达 | -0.479 | 0.242 | 3.911 | 0.62(0.39~1.00) | 0.048 |
| 组织学分级 | -0.845 | 0.194 | 19.015 | 0.43(0.29~0.63) | <0.001 |
| 项目 | β值 | 标准误 | Wald值 | OR值(95%CI) | P值 |
|---|---|---|---|---|---|
| PR表达 | 1.411 | 0.203 | 48.434 | 4.10(2.76~6.10) | <0.001 |
| 月经状态 | 0.026 | 0.158 | 0.028 | 1.03(0.75~1.40) | 0.867 |
| 分子分型 | -0.113 | 0.282 | 0.162 | 0.89(0.51~1.55) | 0.687 |
| Ki67表达 | -0.479 | 0.242 | 3.911 | 0.62(0.39~1.00) | 0.048 |
| 组织学分级 | -0.845 | 0.194 | 19.015 | 0.43(0.29~0.63) | <0.001 |
| 组别 | 例数 | 年龄 | 肿块大小 | 月经状态 | 组织学分级 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ≤50岁/例 | >50/例 | ≤2 cm/例 | >2 cm/例 | 绝经前/例 | 绝经后/例 | Ⅰ~Ⅱ级/例 | Ⅲ级/例 | ||||||
| 低危组 | 91 | 29 | 62 | 50 | 41 | 30 | 61 | 78 | 13 | ||||
| 中危组 | 366 | 135 | 231 | 214 | 152 | 145 | 221 | 318 | 48 | ||||
| 高危组 | 314 | 80 | 234 | 151 | 163 | 83 | 231 | 212 | 102 | ||||
| χ2值 | 10.169 | 7.38 | 13.206 | 40.941 | |||||||||
| P值 | 0.006 | 0.025 | 0.001 | <0.001 | |||||||||
| 组别 | 分子分型 | 临床分期 | PR | Ki67 | 淋巴转移 | ||||||||
| Luminal A/例 | Luminal B/例 | Ⅰ期/例 | Ⅱ~Ⅲ期/例 | 低表达/例 | 高表达/例 | 低表达/例 | 高表达/例 | 无/例 | 有/例 | ||||
| 低危组 | 38 | 53 | 53 | 38 | 11 | 80 | 45 | 46 | 74 | 17 | |||
| 中危组 | 133 | 233 | 242 | 124 | 60 | 306 | 174 | 192 | 294 | 72 | |||
| 高危组 | 47 | 267 | 179 | 135 | 154 | 160 | 103 | 211 | 255 | 59 | |||
| χ2值 | 47.309 | 6.384 | 101.773 | 17.601 | 0.102 | ||||||||
| P值 | <0.001 | 0.041 | <0.001 | <0.001 | 0.95 | ||||||||
| 组别 | 例数 | 年龄 | 肿块大小 | 月经状态 | 组织学分级 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ≤50岁/例 | >50/例 | ≤2 cm/例 | >2 cm/例 | 绝经前/例 | 绝经后/例 | Ⅰ~Ⅱ级/例 | Ⅲ级/例 | ||||||
| 低危组 | 91 | 29 | 62 | 50 | 41 | 30 | 61 | 78 | 13 | ||||
| 中危组 | 366 | 135 | 231 | 214 | 152 | 145 | 221 | 318 | 48 | ||||
| 高危组 | 314 | 80 | 234 | 151 | 163 | 83 | 231 | 212 | 102 | ||||
| χ2值 | 10.169 | 7.38 | 13.206 | 40.941 | |||||||||
| P值 | 0.006 | 0.025 | 0.001 | <0.001 | |||||||||
| 组别 | 分子分型 | 临床分期 | PR | Ki67 | 淋巴转移 | ||||||||
| Luminal A/例 | Luminal B/例 | Ⅰ期/例 | Ⅱ~Ⅲ期/例 | 低表达/例 | 高表达/例 | 低表达/例 | 高表达/例 | 无/例 | 有/例 | ||||
| 低危组 | 38 | 53 | 53 | 38 | 11 | 80 | 45 | 46 | 74 | 17 | |||
| 中危组 | 133 | 233 | 242 | 124 | 60 | 306 | 174 | 192 | 294 | 72 | |||
| 高危组 | 47 | 267 | 179 | 135 | 154 | 160 | 103 | 211 | 255 | 59 | |||
| χ2值 | 47.309 | 6.384 | 101.773 | 17.601 | 0.102 | ||||||||
| P值 | <0.001 | 0.041 | <0.001 | <0.001 | 0.95 | ||||||||
| 项目 | β值 | 标准误 | Wald值 | OR值(95%CI) | P值 |
|---|---|---|---|---|---|
| PR表达 | 1.557 | 0.212 | 53.861 | 4.74(3.13~7.18) | <0.001 |
| 组织学分级 | -0.803 | 0.199 | 16.345 | 0.45(0.30~0.66) | <0.001 |
| Ki67表达 | -0.394 | 0.251 | 2.454 | 0.67(0.41~1.10) | 0.117 |
| 肿块大小 | -0.116 | 0.177 | 0.434 | 0.89(0.63~1.26) | 0.510 |
| 年龄 | 0.074 | 0.301 | 0.060 | 1.08(0.60~1.94) | 0.806 |
| 月经状态 | -0.179 | 0.297 | 0.364 | 0.84(0.47~1.50) | 0.546 |
| 分子分型 | 0.045 | 0.286 | 0.025 | 1.05(0.60~1.84) | 0.874 |
| 临床分期 | 0.030 | 0.181 | 0.026 | 1.03(0.72~1.47) | 0.871 |
| 项目 | β值 | 标准误 | Wald值 | OR值(95%CI) | P值 |
|---|---|---|---|---|---|
| PR表达 | 1.557 | 0.212 | 53.861 | 4.74(3.13~7.18) | <0.001 |
| 组织学分级 | -0.803 | 0.199 | 16.345 | 0.45(0.30~0.66) | <0.001 |
| Ki67表达 | -0.394 | 0.251 | 2.454 | 0.67(0.41~1.10) | 0.117 |
| 肿块大小 | -0.116 | 0.177 | 0.434 | 0.89(0.63~1.26) | 0.510 |
| 年龄 | 0.074 | 0.301 | 0.060 | 1.08(0.60~1.94) | 0.806 |
| 月经状态 | -0.179 | 0.297 | 0.364 | 0.84(0.47~1.50) | 0.546 |
| 分子分型 | 0.045 | 0.286 | 0.025 | 1.05(0.60~1.84) | 0.874 |
| 临床分期 | 0.030 | 0.181 | 0.026 | 1.03(0.72~1.47) | 0.871 |
| 项目 | 赋值 | 单因素分析 | 多因素分析 | |||
|---|---|---|---|---|---|---|
| HR值(95%CI) | P值 | HR值(95%CI) | P值 | |||
| 肿块大小 | >2 cm=1,≤2 cm=0 | 2.512(1.494~4.224) | 0.001 | 2.042(1.089~3.829) | 0.026 | |
| Ki67表达 | 高表达=1,低表达=0 | 2.445(1.373~4.354) | 0.002 | 1.203(0.566~2.561) | 0.631 | |
| 分子分型 | Luminal B=1,Luminal A=0 | 3.357(1.532~7.354) | 0.002 | 2.003(0.736~5.447) | 0.174 | |
| 临床分期 | Ⅱ~Ⅲ期=1,I期=0 | 1.885(1.158~3.070) | 0.010 | 1.105(0.612~1.996) | 0.741 | |
| 组织学分级 | Ⅲ级=1,Ⅰ~Ⅱ级=0 | 2.240(1.353~3.707) | 0.002 | 1.588(0.934~2.700) | 0.088 | |
| 21基因RS | 中高危组=1,低危组=0 | 9.984(1.246~64.758) | 0.029 | 7.662(1.061~55.345) | 0.044 | |
| 项目 | 赋值 | 单因素分析 | 多因素分析 | |||
|---|---|---|---|---|---|---|
| HR值(95%CI) | P值 | HR值(95%CI) | P值 | |||
| 肿块大小 | >2 cm=1,≤2 cm=0 | 2.512(1.494~4.224) | 0.001 | 2.042(1.089~3.829) | 0.026 | |
| Ki67表达 | 高表达=1,低表达=0 | 2.445(1.373~4.354) | 0.002 | 1.203(0.566~2.561) | 0.631 | |
| 分子分型 | Luminal B=1,Luminal A=0 | 3.357(1.532~7.354) | 0.002 | 2.003(0.736~5.447) | 0.174 | |
| 临床分期 | Ⅱ~Ⅲ期=1,I期=0 | 1.885(1.158~3.070) | 0.010 | 1.105(0.612~1.996) | 0.741 | |
| 组织学分级 | Ⅲ级=1,Ⅰ~Ⅱ级=0 | 2.240(1.353~3.707) | 0.002 | 1.588(0.934~2.700) | 0.088 | |
| 21基因RS | 中高危组=1,低危组=0 | 9.984(1.246~64.758) | 0.029 | 7.662(1.061~55.345) | 0.044 | |
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