
Tianjin Medical Journal ›› 2026, Vol. 54 ›› Issue (9): 934-940.doi: 10.11958/20253483
• Clinical Research • Previous Articles Next Articles
ZHANG Jiaming1(
), BAN Zhichao1,△(
), CHANG Liming1, ZHOU Yizhai2
Received:2025-12-10
Revised:2026-03-10
Published:2026-09-15
Online:2026-09-14
Contact:
△E-mail:bzczyz@163.com
ZHANG Jiaming, BAN Zhichao, CHANG Liming, ZHOU Yizhai. Development and validation of a nomogram model based on NFE2L1 and TRIM26 expression for predicting survival in metastatic gastric cancer patients receiving immunotherapy[J]. Tianjin Medical Journal, 2026, 54(9): 934-940.
CLC Number:
| 组别 | n | 性别 (男/女) | 年龄/ 岁 | BMI/(kg/m2) | 基础疾病(高血压/糖尿病/冠心病) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 建模组 | 252 | 168/84 | 62.54±8.36 | 22.18±2.34 | 92/68/92 | |||||||||
| 内部验证组 | 108 | 70/38 | 61.98±7.92 | 21.95±2.19 | 38/29/41 | |||||||||
| χ²或t | 0.116 | 0.572 | 0.874 | 0.080 | ||||||||||
| 组别 | 病理类型 (腺癌/印戒 细胞癌/其他) | 肿瘤浸润 深度(T1—2/T3—4) | 肿瘤最大径 (≥5 cm/< 5 cm) | 转移部位 (淋巴结/肝) | ||||||||||
| 建模组 | 162/76/14 | 98/154 | 156/96 | 142/110 | ||||||||||
| 内部验证组 | 68/32/8 | 40/68 | 58/50 | 62/46 | ||||||||||
| χ² | 0.452 | 0.110 | 2.109 | 0.035 | ||||||||||
| 组别 | 分化程度 (低中分化/ 高分化) | ECOG评分 (1分/2分) | NFE2L1 (高表达/ 低表达) | TRIM26 (高表达/ 低表达) | ||||||||||
| 建模组 | 178/74 | 168/84 | 148/104 | 154/98 | ||||||||||
| 内部验证组 | 75/33 | 70/38 | 62/46 | 65/43 | ||||||||||
| χ² | 0.051 | 0.116 | 0.054 | 0.027 | ||||||||||
Tab.1 Comparison of baseline data between the modeling group and the internal validation group
| 组别 | n | 性别 (男/女) | 年龄/ 岁 | BMI/(kg/m2) | 基础疾病(高血压/糖尿病/冠心病) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 建模组 | 252 | 168/84 | 62.54±8.36 | 22.18±2.34 | 92/68/92 | |||||||||
| 内部验证组 | 108 | 70/38 | 61.98±7.92 | 21.95±2.19 | 38/29/41 | |||||||||
| χ²或t | 0.116 | 0.572 | 0.874 | 0.080 | ||||||||||
| 组别 | 病理类型 (腺癌/印戒 细胞癌/其他) | 肿瘤浸润 深度(T1—2/T3—4) | 肿瘤最大径 (≥5 cm/< 5 cm) | 转移部位 (淋巴结/肝) | ||||||||||
| 建模组 | 162/76/14 | 98/154 | 156/96 | 142/110 | ||||||||||
| 内部验证组 | 68/32/8 | 40/68 | 58/50 | 62/46 | ||||||||||
| χ² | 0.452 | 0.110 | 2.109 | 0.035 | ||||||||||
| 组别 | 分化程度 (低中分化/ 高分化) | ECOG评分 (1分/2分) | NFE2L1 (高表达/ 低表达) | TRIM26 (高表达/ 低表达) | ||||||||||
| 建模组 | 178/74 | 168/84 | 148/104 | 154/98 | ||||||||||
| 内部验证组 | 75/33 | 70/38 | 62/46 | 65/43 | ||||||||||
| χ² | 0.051 | 0.116 | 0.054 | 0.027 | ||||||||||
| 变量 | β | SE | Wald χ² | P | HR | HR 95%CI |
|---|---|---|---|---|---|---|
| 肿瘤浸润深度 | 0.448 | 0.163 | 7.562 | 0.007 | 1.565 | 1.132~2.164 |
| 肿瘤最大径 | 0.356 | 0.132 | 7.391 | 0.010 | 1.428 | 1.088~1.871 |
| 分化程度 | 0.289 | 0.216 | 1.795 | 0.180 | 1.335 | 0.874~2.041 |
| NFE2L1 | 1.025 | 0.215 | 22.873 | <0.001 | 2.788 | 1.926~3.995 |
| TRIM26 | 0.896 | 0.205 | 18.964 | <0.001 | 2.451 | 1.759~3.412 |
Tab.3 Multivariate Cox analysis of survival period after immunotherapy in patients with metastatic gastric cancer in the modeling group
| 变量 | β | SE | Wald χ² | P | HR | HR 95%CI |
|---|---|---|---|---|---|---|
| 肿瘤浸润深度 | 0.448 | 0.163 | 7.562 | 0.007 | 1.565 | 1.132~2.164 |
| 肿瘤最大径 | 0.356 | 0.132 | 7.391 | 0.010 | 1.428 | 1.088~1.871 |
| 分化程度 | 0.289 | 0.216 | 1.795 | 0.180 | 1.335 | 0.874~2.041 |
| NFE2L1 | 1.025 | 0.215 | 22.873 | <0.001 | 2.788 | 1.926~3.995 |
| TRIM26 | 0.896 | 0.205 | 18.964 | <0.001 | 2.451 | 1.759~3.412 |
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