
Tianjin Medical Journal ›› 2026, Vol. 54 ›› Issue (6): 623-626.doi: 10.11958/20253552
• Clinical Research • Previous Articles Next Articles
ZHANG Fuyun(
), JIANG Longchao, YANG Xueyan
Received:2025-12-09
Revised:2026-02-03
Published:2026-06-15
Online:2026-06-15
ZHANG Fuyun, JIANG Longchao, YANG Xueyan. The relationship between serum TM4SF1, KLF5 and SOX3 levels with prognosis in patients with esophageal cancer[J]. Tianjin Medical Journal, 2026, 54(6): 623-626.
CLC Number:
| 组别 | TM4SF1/(mg/L) | KLF5/(μg/L) | SOX3/(μg/L) |
|---|---|---|---|
| 对照组 | 91.14±10.05 | 5.08±0.69 | 0.67±0.12 |
| 观察组 | 132.99±18.61 | 8.13±2.03 | 2.08±0.50 |
| t | 21.685** | 15.594** | 30.049** |
Tab.1 Comparison of serum TM4SF1, KLF5 and SOX3 levels between the observation group and the control group
| 组别 | TM4SF1/(mg/L) | KLF5/(μg/L) | SOX3/(μg/L) |
|---|---|---|---|
| 对照组 | 91.14±10.05 | 5.08±0.69 | 0.67±0.12 |
| 观察组 | 132.99±18.61 | 8.13±2.03 | 2.08±0.50 |
| t | 21.685** | 15.594** | 30.049** |
| 组别 | n | TM4SF1/(mg/L) | KLF5/(μg/L) | SOX3/(μg/L) |
|---|---|---|---|---|
| 早期组 | 73 | 121.26±11.03 | 6.96±0.80 | 1.79±0.30 |
| 中期组 | 47 | 151.22±12.13 | 9.96±2.03 | 2.53±0.41 |
| t | 13.968** | 9.689** | 11.377** |
Tab.2 Comparison of serum TM4SF1, KLF5 and SOX3 levels between the early-stage group and the middle-stage group
| 组别 | n | TM4SF1/(mg/L) | KLF5/(μg/L) | SOX3/(μg/L) |
|---|---|---|---|---|
| 早期组 | 73 | 121.26±11.03 | 6.96±0.80 | 1.79±0.30 |
| 中期组 | 47 | 151.22±12.13 | 9.96±2.03 | 2.53±0.41 |
| t | 13.968** | 9.689** | 11.377** |
| 组别 | n | 性别(男/女) | 年龄/岁 | 肿瘤分期 | 分化程度 | 肿瘤类型 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ⅰ期 | Ⅱ—Ⅲ期 | 中高分化 | 低分化 | 鳞癌 | 腺癌 | |||||||||||
| 预后良好组 | 77 | 48/29 | 56.36±7.93 | 42(54.55) | 35(45.45) | 51(66.23) | 26(33.77) | 40(51.95) | 37(48.05) | |||||||
| 预后不良组 | 43 | 26/17 | 55.88±7.48 | 19(44.19) | 24(55.81) | 23(53.49) | 20(46.51) | 25(58.14) | 18(41.86) | |||||||
| χ2或t | 0.041 | 0.324 | 1.185 | 1.896 | 0.426 | |||||||||||
| 组别 | 肿瘤位置 | 淋巴结转移 | TM4SF1/(mg/L) | KLF5/(μg/L) | SOX3/(μg/L) | |||||||||||
| 上胸段 | 中下胸段 | 有 | 无 | |||||||||||||
| 预后良好组 | 32(41.56) | 45(58.44) | 24(31.17) | 53(68.83) | 125.06±14.47 | 7.29±1.03 | 1.87±0.35 | |||||||||
| 预后不良组 | 24(55.81) | 19(44.19) | 32(74.42) | 11(25.58) | 147.19±16.75 | 9.63±2.48 | 2.45±0.51 | |||||||||
| χ2或t | 2.253 | 20.737** | 7.585** | 5.896** | 7.490** | |||||||||||
Tab.3 Comparison of general data and serum TM4SF1, KLF5 and SOX3 levels between the favorable prognosis group and the poor prognosis group
| 组别 | n | 性别(男/女) | 年龄/岁 | 肿瘤分期 | 分化程度 | 肿瘤类型 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ⅰ期 | Ⅱ—Ⅲ期 | 中高分化 | 低分化 | 鳞癌 | 腺癌 | |||||||||||
| 预后良好组 | 77 | 48/29 | 56.36±7.93 | 42(54.55) | 35(45.45) | 51(66.23) | 26(33.77) | 40(51.95) | 37(48.05) | |||||||
| 预后不良组 | 43 | 26/17 | 55.88±7.48 | 19(44.19) | 24(55.81) | 23(53.49) | 20(46.51) | 25(58.14) | 18(41.86) | |||||||
| χ2或t | 0.041 | 0.324 | 1.185 | 1.896 | 0.426 | |||||||||||
| 组别 | 肿瘤位置 | 淋巴结转移 | TM4SF1/(mg/L) | KLF5/(μg/L) | SOX3/(μg/L) | |||||||||||
| 上胸段 | 中下胸段 | 有 | 无 | |||||||||||||
| 预后良好组 | 32(41.56) | 45(58.44) | 24(31.17) | 53(68.83) | 125.06±14.47 | 7.29±1.03 | 1.87±0.35 | |||||||||
| 预后不良组 | 24(55.81) | 19(44.19) | 32(74.42) | 11(25.58) | 147.19±16.75 | 9.63±2.48 | 2.45±0.51 | |||||||||
| χ2或t | 2.253 | 20.737** | 7.585** | 5.896** | 7.490** | |||||||||||
| 变量 | β | SE | Wald χ2 | P | OR | OR95%CI |
|---|---|---|---|---|---|---|
| 淋巴结转移 | 0.586 | 0.258 | 5.151 | 0.023 | 1.796 | 1.083~2.978 |
| TM4SF1 | 0.720 | 0.324 | 4.935 | 0.026 | 2.054 | 1.088~3.876 |
| KLF5 | 0.335 | 0.162 | 4.277 | 0.039 | 1.398 | 1.018~1.920 |
| SOX3 | 0.614 | 0.235 | 6.817 | 0.009 | 1.847 | 1.165~2.928 |
| 常数项 | -8.253 | 1.967 | 17.382 | 0.001 | 0.000 |
Tab.4 Prognostic factors of patients with EC
| 变量 | β | SE | Wald χ2 | P | OR | OR95%CI |
|---|---|---|---|---|---|---|
| 淋巴结转移 | 0.586 | 0.258 | 5.151 | 0.023 | 1.796 | 1.083~2.978 |
| TM4SF1 | 0.720 | 0.324 | 4.935 | 0.026 | 2.054 | 1.088~3.876 |
| KLF5 | 0.335 | 0.162 | 4.277 | 0.039 | 1.398 | 1.018~1.920 |
| SOX3 | 0.614 | 0.235 | 6.817 | 0.009 | 1.847 | 1.165~2.928 |
| 常数项 | -8.253 | 1.967 | 17.382 | 0.001 | 0.000 |
| 变量 | AUC | 95%CI | 截断值 | 敏感度/ % | 特异度/ % | 约登 指数 |
|---|---|---|---|---|---|---|
| TM4SF1 | 0.848 | 0.771~0.907 | 132.69 mg/L | 86.00 | 70.10 | 0.561 |
| KLF5 | 0.844 | 0.767~0.904 | 9.25 μg/L | 69.77 | 96.10 | 0.659 |
| SOX3 | 0.851 | 0.775~0.910 | 2.21 μg/L | 76.74 | 85.71 | 0.625 |
| 三者联合 | 0.963 | 0.912~0.989 | - | 90.70 | 93.51 | 0.842 |
Tab.5 Prognostic evaluation value of serum TM4SF1, KLF5 and SOX3 levels in patients with EC
| 变量 | AUC | 95%CI | 截断值 | 敏感度/ % | 特异度/ % | 约登 指数 |
|---|---|---|---|---|---|---|
| TM4SF1 | 0.848 | 0.771~0.907 | 132.69 mg/L | 86.00 | 70.10 | 0.561 |
| KLF5 | 0.844 | 0.767~0.904 | 9.25 μg/L | 69.77 | 96.10 | 0.659 |
| SOX3 | 0.851 | 0.775~0.910 | 2.21 μg/L | 76.74 | 85.71 | 0.625 |
| 三者联合 | 0.963 | 0.912~0.989 | - | 90.70 | 93.51 | 0.842 |
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