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Journal of International Oncology ›› 2026, Vol. 53 ›› Issue (9): 527-539.doi: 10.3760/cma.j.cn371439-20260404-00085
• Original Article • Previous Articles Next Articles
Zhang Xuhui1, Liang Zhimin2, Jiang Jing1, Zhang Yan2, Feng Jingbo1(
)
Received:2026-04-04
Online:2026-09-08
Published:2026-08-25
Contact:
Feng Jingbo
E-mail:13930526222@139.com
Supported by:Zhang Xuhui, Liang Zhimin, Jiang Jing, Zhang Yan, Feng Jingbo. Relationship between CD4+ T cell TIM-3,PD-1 levels and the efficacy of cervical cancer immunotherapy,and the mediating role of macrophage polarization[J]. Journal of International Oncology, 2026, 53(9): 527-539.
"
| 临床病理特征 | 有效(n=82) | 无效(n=29) | t/χ2值 | P值 |
|---|---|---|---|---|
| 年龄(岁)a | 57.45±8.92 | 57.03±9.12 | -0.22 | 0.830 |
| 高血压b | ||||
| 有 | 28(34.15) | 12(41.38) | 0.49 | 0.486 |
| 无 | 54(65.85) | 17(58.62) | ||
| 糖尿病b | ||||
| 有 | 19(23.17) | 8(27.59) | 0.23 | 0.634 |
| 无 | 63(76.83) | 21(72.41) | ||
| 病理类型b | ||||
| 鳞状细胞癌 | 53(64.63) | 17(58.62) | 0.33 | 0.564 |
| 腺癌 | 29(35.37) | 12(41.38) | ||
| 淋巴结转移b | ||||
| 有 | 19(23.17) | 17(58.62) | 12.29 | <0.001 |
| 无 | 63(76.83) | 12(41.38) | ||
| 肿瘤最大径(cm)a | 5.36±0.94 | 6.07±0.88 | 3.50 | <0.001 |
| 分化程度b | ||||
| 低分化 | 33(40.24) | 19(65.52) | 5.50 | 0.019 |
| 中、高分化 | 49(59.76) | 10(34.48) | ||
| 浸润深度b | ||||
| <1/2肌层 | 54(65.85) | 13(44.83) | 3.96 | 0.047 |
| ≥1/2肌层 | 28(34.15) | 16(55.17) | ||
| FIGO分期b | ||||
| ⅠB 3期 | 28(34.15) | 6(20.69) | ||
| Ⅱ期 | 32(39.02) | 7(24.14) | 7.65 | 0.022 |
| Ⅲ期 | 22(26.83) | 16(55.17) |
"
| 项目 | 有效(n=82) | 无效(n=29) | Z/t值 | P值 |
|---|---|---|---|---|
| 外周血 | ||||
| TIM-3(%)a | 2.5(1.5,3.9) | 6.4(5.5,7.8) | 7.02 | <0.001 |
| PD-1(%)a | 14.7(13.9,15.1) | 17.5(16.2,19.3) | 6.92 | <0.001 |
| CD68(%)b | 9.86±2.40 | 13.09±2.92 | 5.88 | <0.001 |
| CD163(%)b | 39.41±4.85 | 57.46±6.53 | 15.66 | <0.001 |
| Arg-1(%)b | 2.26±0.64 | 7.49±0.77 | 36.03 | <0.001 |
| iNOS(%)b | 51.32±6.20 | 45.76±6.13 | -4.17 | <0.001 |
| 肿瘤组织 | ||||
| TIM-3(分)a | 1(0,2) | 4(3,6) | 5.83 | <0.001 |
| PD-1(分)a | 1(1,2) | 4(4,6) | 6.76 | <0.001 |
| CD68(分)a | 2(1,2) | 4(4,9) | 6.58 | <0.001 |
| CD163(分)a | 2(1,2) | 6(6,9) | 7.47 | <0.001 |
| Arg-1(分)a | 2(1,2) | 6(5,9) | 7.55 | <0.001 |
| iNOS(分)a | 9(6,9) | 1(0,2) | -7.82 | <0.001 |
"
| 临床病理特征 | 例数 | TIM-3 | Z/H值 | P值 | PD-1 | Z/H值 | P值 |
|---|---|---|---|---|---|---|---|
| 年龄(岁) | |||||||
| <57 | 52 | 3.2(2.2,5.2) | -0.71 | 0.480 | 14.8(13.8,16.0) | 1.32 | 0.185 |
| ≥57 | 59 | 2.8(1.5,5.0) | 15.0(14.6,16.0) | ||||
| 高血压 | |||||||
| 有 | 40 | 3.4(2.1,5.2) | -0.33 | 0.742 | 14.9(14.2,16.0) | 0.67 | 0.503 |
| 无 | 71 | 2.8(1.5,5.5) | 15.0(14.3,16.0) | ||||
| 糖尿病 | |||||||
| 有 | 27 | 3.4(2.1,5.2) | -0.35 | 0.726 | 15.0(14.3,16.0) | 0.09 | 0.931 |
| 无 | 84 | 2.8(1.8,4.7) | 14.7(14.1,16.8) | ||||
| 病理类型 | |||||||
| 鳞状细胞癌 | 70 | 2.7(1.8,5.3) | -0.42 | 0.675 | 15.1(14.5,16.5) | 0.72 | 0.471 |
| 腺癌 | 41 | 3.4(2.1,5.1) | 14.9(14.2,15.7) | ||||
| 淋巴结转移 | |||||||
| 有 | 36 | 4.3(1.9,6.7) | -1.97 | 0.049 | 15.2(14.6,17.2) | 2.02 | 0.043 |
| 无 | 75 | 2.9(2.0,4.3) | 14.8(14.0,15.8) | ||||
| 肿瘤最大径(cm) | |||||||
| <5.55 | 57 | 2.8(1.9,4.7) | -1.32 | 0.188 | 14.9(14.2,15.8) | 1.39 | 0.164 |
| ≥5.55 | 54 | 3.6(2.0,5.7) | 15.1(14.3,16.8) | ||||
| 分化程度 | |||||||
| 低分化 | 52 | 2.9(1.8,4.4) | -1.89 | 0.059 | 14.7(13.9,15.4) | 2.59 | 0.010 |
| 中、高分化 | 59 | 4.1(2.2,5.9) | 15.2(14.5,16.4) | ||||
| 浸润深度 | |||||||
| <1/2肌层 | 67 | 2.9(1.9,4.4) | -1.58 | 0.113 | 14.9(13.9,15.8) | 1.58 | 0.113 |
| ≥1/2肌层 | 44 | 4.0(2.2,5.9) | 15.0(14.5,17.4) | ||||
| FIGO分期 | |||||||
| ⅠB 3期 | 34 | 2.4(1.3,5.1) | 15.0(14.1,15.7) | ||||
| Ⅱ期 | 39 | 2.9(2.2,4.3) | 6.65 | 0.036 | 14.9(14.1,15.9) | 2.09 | 0.352 |
| Ⅲ期 | 38 | 4.3(2.7,5.7) | 15.1(14.5,17.4) |
"
| 临床病理特征 | 例数 | TIM-3 | Z/H值 | P值 | PD-1 | Z/H值 | P值 |
|---|---|---|---|---|---|---|---|
| 年龄(岁) | |||||||
| <57 | 52 | 1(1,4) | -0.04 | 0.969 | 2(1,4) | 0.37 | 0.712 |
| ≥57 | 59 | 2(1,4) | 2(1,4) | ||||
| 高血压 | |||||||
| 有 | 40 | 1(1,3) | -1.94 | 0.053 | 2(1,4) | 0.41 | 0.680 |
| 无 | 71 | 2(1,4) | 2(1,4) | ||||
| 糖尿病 | |||||||
| 有 | 27 | 2(1,4) | -0.56 | 0.573 | 2(1,4) | 1.72 | 0.085 |
| 无 | 84 | 1(0,4) | 1(1,2) | ||||
| 病理类型 | |||||||
| 鳞状细胞癌 | 70 | 2(1,4) | -0.97 | 0.331 | 2(1,4) | 0.39 | 0.695 |
| 腺癌 | 41 | 1(1,4) | 2(1,4) | ||||
| 淋巴结转移 | |||||||
| 有 | 36 | 2(1,4) | -2.52 | 0.012 | 2(1,6) | 2.53 | 0.011 |
| 无 | 75 | 1(0,3) | 2(1,2) | ||||
| 肿瘤最大径(cm) | |||||||
| <5.55 | 57 | 1(0,2) | -2.83 | 0.005 | 2(1,2) | 2.10 | 0.036 |
| ≥5.55 | 54 | 2(1,4) | 2(1,4) | ||||
| 分化程度 | |||||||
| 低分化 | 52 | 1(1,4) | -0.02 | 0.985 | 2(1,4) | 1.09 | 0.275 |
| 中、高分化 | 59 | 2(1,4) | 2(1,4) | ||||
| 浸润深度 | |||||||
| <1/2肌层 | 67 | 1(1,3) | -2.43 | 0.015 | 2(1,4) | 1.54 | 0.124 |
| ≥1/2肌层 | 44 | 2(1,4) | 2(1,4) | ||||
| FIGO分期 | |||||||
| ⅠB 3期 | 34 | 1(0,3) | 2(1,3) | ||||
| Ⅱ期 | 39 | 1(1,4) | 0.97 | 0.614 | 2(1,4) | 2.56 | 0.578 |
| Ⅲ期 | 38 | 2(1,4) | 2(1,4) |
"
| 变量 | TIM-3 | PD-1 | |||||
|---|---|---|---|---|---|---|---|
| β值 | 95%CI | P值 | β值 | 95%CI | P值 | ||
| 模型1 | |||||||
| CD68 | 1.35 | 1.11~1.65 | 0.004 | 1.32 | 1.10~1.59 | 0.004 | |
| CD163 | 2.25 | 1.45~3.48 | <0.001 | 2.54 | 1.57~4.10 | <0.001 | |
| Arg-1 | 2.45 | 1.53~3.94 | <0.001 | 2.15 | 1.43~3.23 | <0.001 | |
| iNOS | -2.42 | -3.27~-1.65 | <0.001 | -2.46 | -4.26~-1.80 | 0.007 | |
| 模型2 | |||||||
| CD68 | 1.29 | 1.07~1.55 | 0.008 | 1.26 | 1.07~1.49 | 0.006 | |
| CD163 | 2.20 | 1.45~3.33 | <0.001 | 2.47 | 1.62~3.77 | <0.001 | |
| Arg-1 | 2.32 | 1.47~3.65 | <0.001 | 1.95 | 1.36~2.78 | <0.001 | |
| iNOS | -2.36 | -4.30~-1.70 | <0.001 | -2.38 | -3.28~-1.83 | 0.010 | |
| 模型3 | |||||||
| CD68 | 1.16 | 1.03~1.30 | 0.017 | 1.12 | 1.02~1.23 | 0.016 | |
| CD163 | 1.84 | 1.36~2.49 | <0.001 | 2.05 | 1.47~2.86 | <0.001 | |
| Arg-1 | 1.92 | 1.35~2.72 | <0.001 | 1.70 | 1.28~2.25 | <0.001 | |
| iNOS | -1.59 | -2.45~-0.78 | <0.001 | -1.69 | -2.52~-0.92 | 0.012 | |
"
| 变量 | TIM-3 | PD-1 | |||||
|---|---|---|---|---|---|---|---|
| β值 | 95%CI | P值 | β值 | 95%CI | P值 | ||
| 模型1 | |||||||
| CD68 | 1.52 | 1.20~1.94 | 0.001 | 1.49 | 1.18~1.87 | 0.001 | |
| CD163 | 2.51 | 1.48~4.25 | <0.001 | 2.65 | 1.54~4.50 | <0.001 | |
| Arg-1 | 2.72 | 1.59~4.09 | <0.001 | 2.28 | 1.52~3.41 | <0.001 | |
| iNOS | -2.45 | -4.31~-1.60 | <0.001 | -2.49 | -3.20~-1.21 | 0.002 | |
| 模型2 | |||||||
| CD68 | 1.48 | 1.16~1.87 | 0.003 | 1.38 | 1.26~2.80 | 0.001 | |
| CD163 | 2.46 | 1.51~4.08 | <0.001 | 2.60 | 1.70~4.10 | <0.001 | |
| Arg-1 | 2.49 | 1.50~4.11 | <0.001 | 2.20 | 1.42~3.40 | <0.001 | |
| iNOS | -2.33 | -4.27~-1.62 | <0.001 | -2.23 | -3.25~-1.27 | 0.005 | |
| 模型3 | |||||||
| CD68 | 1.25 | 1.06~1.47 | 0.009 | 1.19 | 1.04~1.33 | 0.008 | |
| CD163 | 2.15 | 1.46~3.15 | <0.001 | 2.53 | 1.54~3.51 | <0.001 | |
| Arg-1 | 2.29 | 1.45~3.62 | <0.001 | 1.81 | 1.30~2.84 | <0.001 | |
| iNOS | -2.01 | -4.35~-1.70 | <0.001 | -2.19 | -3.95~-1.31 | 0.006 | |
"
| 模型 | 自变量 | β值 | SE值 | OR值 | 95%CI | P值 | |
|---|---|---|---|---|---|---|---|
| 模型1 | 外周血TIM-3(%) | ||||||
| <2.40 | Ref | ||||||
| 2.40~4.30 | 1.15 | 0.40 | 3.16 | 1.43~6.96 | 0.005 | ||
| >4.30 | 1.27 | 0.32 | 3.58 | 1.90~6.73 | <0.001 | ||
| 外周血PD-1(%) | |||||||
| <14.53 | Ref | ||||||
| 14.53~15.47 | 1.14 | 0.35 | 3.11 | 1.56~6.20 | 0.033 | ||
| >15.47 | 1.55 | 0.72 | 4.72 | 1.15~10.36 | 0.002 | ||
| 肿瘤组织TIM-3(分) | |||||||
| <1 | Ref | ||||||
| 1~3 | 1.21 | 0.35 | 3.37 | 1.70~6.66 | 0.001 | ||
| >3 | 1.35 | 0.32 | 3.84 | 2.05~7.17 | <0.001 | ||
| 肿瘤组织PD-1(分) | |||||||
| <1 | Ref | ||||||
| 1~2 | 1.26 | 0.54 | 3.53 | 1.30~9.57 | 0.015 | ||
| >2 | 1.58 | 0.56 | 4.85 | 1.61~14.59 | 0.006 | ||
| 模型2 | 外周血TIM-3(%) | ||||||
| <2.40 | Ref | ||||||
| 2.40~4.30 | 1.31 | 0.53 | 3.70 | 1.32~10.39 | 0.014 | ||
| >4.30 | 1.37 | 0.46 | 3.94 | 1.59~9.74 | 0.004 | ||
| 外周血PD-1(%) | |||||||
| <14.53 | Ref | ||||||
| 14.53~15.47 | 1.60 | 0.71 | 4.95 | 1.24~12.81 | 0.027 | ||
| >15.47 | 1.69 | 0.75 | 5.40 | 1.24~13.53 | 0.021 | ||
| 肿瘤组织TIM-3(分) | |||||||
| <1 | Ref | ||||||
| 1~3 | 1.38 | 0.49 | 3.96 | 1.52~10.28 | 0.006 | ||
| >3 | 1.40 | 0.42 | 4.03 | 1.77~9.21 | 0.001 | ||
| 肿瘤组织PD-1(分) | |||||||
| <1 | Ref | ||||||
| 1~2 | 1.61 | 0.62 | 5.03 | 1.49~16.97 | 0.011 | ||
| >2 | 1.73 | 0.65 | 5.61 | 1.56~20.18 | 0.009 | ||
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