
Tianjin Medical Journal ›› 2026, Vol. 54 ›› Issue (5): 517-521.doi: 10.11958/20253266
• Clinical Research • Previous Articles Next Articles
LIU Yuxin1(
), YU Liang1, LU Tan2, LI Qi1, SHEN Zhizhong1, ZHAO Yilei1△(
)
Received:2025-10-30
Revised:2025-12-26
Published:2026-05-15
Online:2026-05-13
Contact:
△E-mail:LIU Yuxin, YU Liang, LU Tan, LI Qi, SHEN Zhizhong, ZHAO Yilei. Predictive value of combined serum DKK1, SETDB1 and SMURF1 tests for postoperative delayed healing in patients with tibial shaft fractures[J]. Tianjin Medical Journal, 2026, 54(5): 517-521.
CLC Number:
| 组别 | n | 性别(男/女) | 年龄(<50岁/≥50岁) | 吸烟史 | 饮酒史 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 正常组 | 142 | 98/44 | 59/83 | 25(17.61) | 8(5.63) | ||||||||||||
| 延迟组 | 68 | 46/22 | 21/47 | 9(13.24) | 5(7.35) | ||||||||||||
| χ2 | 0.040 | 2.219 | 0.647 | 0.234 | |||||||||||||
| 组别 | 心血管疾病 | 糖尿病 | 高血压 | 骨质疏松 | |||||||||||||
| 正常组 | 31(21.83) | 30(21.13) | 24(16.90) | 28(19.72) | |||||||||||||
| 延迟组 | 36(52.94) | 22(32.35) | 35(51.47) | 33(48.53) | |||||||||||||
| χ2 | 20.484** | 3.110 | 27.200** | 18.519** | |||||||||||||
| 组别 | 骨折原因 | 骨折类型 | |||||||||||||||
| 交通 事故致伤 | 高处 坠落伤 | 重物 砸伤 | 运动 损伤 | 开放性 骨折 | 闭合性 骨折 | ||||||||||||
| 正常组 | 62(43.66) | 33(23.24) | 26(18.31) | 21(14.79) | 69(48.59) | 73(51.41) | |||||||||||
| 延迟组 | 39(57.35) | 16(23.53) | 8(11.76) | 5(7.35) | 37(54.41) | 31(45.59) | |||||||||||
| χ2 | 5.064 | 0.623 | |||||||||||||||
Tab.1 Comparison of clinical data between the two groups of patients
| 组别 | n | 性别(男/女) | 年龄(<50岁/≥50岁) | 吸烟史 | 饮酒史 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 正常组 | 142 | 98/44 | 59/83 | 25(17.61) | 8(5.63) | ||||||||||||
| 延迟组 | 68 | 46/22 | 21/47 | 9(13.24) | 5(7.35) | ||||||||||||
| χ2 | 0.040 | 2.219 | 0.647 | 0.234 | |||||||||||||
| 组别 | 心血管疾病 | 糖尿病 | 高血压 | 骨质疏松 | |||||||||||||
| 正常组 | 31(21.83) | 30(21.13) | 24(16.90) | 28(19.72) | |||||||||||||
| 延迟组 | 36(52.94) | 22(32.35) | 35(51.47) | 33(48.53) | |||||||||||||
| χ2 | 20.484** | 3.110 | 27.200** | 18.519** | |||||||||||||
| 组别 | 骨折原因 | 骨折类型 | |||||||||||||||
| 交通 事故致伤 | 高处 坠落伤 | 重物 砸伤 | 运动 损伤 | 开放性 骨折 | 闭合性 骨折 | ||||||||||||
| 正常组 | 62(43.66) | 33(23.24) | 26(18.31) | 21(14.79) | 69(48.59) | 73(51.41) | |||||||||||
| 延迟组 | 39(57.35) | 16(23.53) | 8(11.76) | 5(7.35) | 37(54.41) | 31(45.59) | |||||||||||
| χ2 | 5.064 | 0.623 | |||||||||||||||
| 组别 | n | 术后1 d | 术后1周 | 术后4周 | 术后8周 |
|---|---|---|---|---|---|
| 正常组 | 142 | 3.74±0.59 | 2.93±1.13a | 2.68±0.94ab | 2.25±0.68abc |
| 延迟组 | 68 | 2.93±0.61 | 2.62±0.67a | 2.27±0.89ab | 2.01±0.54abc |
| t | 9.213** | 2.089* | 3.006** | 2.549* | |
| F时间/F组内/F交互 | 69.191**/65.851**/4.312** | ||||
Tab.2 Comparison of postoperative serum DKK1 level between the two groups of patients
| 组别 | n | 术后1 d | 术后1周 | 术后4周 | 术后8周 |
|---|---|---|---|---|---|
| 正常组 | 142 | 3.74±0.59 | 2.93±1.13a | 2.68±0.94ab | 2.25±0.68abc |
| 延迟组 | 68 | 2.93±0.61 | 2.62±0.67a | 2.27±0.89ab | 2.01±0.54abc |
| t | 9.213** | 2.089* | 3.006** | 2.549* | |
| F时间/F组内/F交互 | 69.191**/65.851**/4.312** | ||||
| 组别 | n | 术后1 d | 术后1周 | 术后4周 | 术后8周 |
|---|---|---|---|---|---|
| 正常组 | 142 | 57.24±2.71 | 52.69±1.36a | 50.37±1.09ab | 51.89±1.34abc |
| 延迟组 | 68 | 50.26±3.12 | 45.34±1.04a | 49.33±2.01ab | 50.76±1.25abc |
| t | 16.616** | 39.216** | 4.860** | 5.842** | |
| F时间/F组内/F交互 | 232.793**/924.091**/166.617** | ||||
Tab.3 Comparison of postoperative serum SETDB1 level between the two groups of patients
| 组别 | n | 术后1 d | 术后1周 | 术后4周 | 术后8周 |
|---|---|---|---|---|---|
| 正常组 | 142 | 57.24±2.71 | 52.69±1.36a | 50.37±1.09ab | 51.89±1.34abc |
| 延迟组 | 68 | 50.26±3.12 | 45.34±1.04a | 49.33±2.01ab | 50.76±1.25abc |
| t | 16.616** | 39.216** | 4.860** | 5.842** | |
| F时间/F组内/F交互 | 232.793**/924.091**/166.617** | ||||
| 组别 | n | 术后1 d | 术后1周 | 术后4周 | 术后8周 |
|---|---|---|---|---|---|
| 正常组 | 142 | 1.07±0.08 | 0.68±0.02a | 0.78±0.01ab | 0.79±0.03abc |
| 延迟组 | 68 | 1.14±0.04 | 0.87±0.05a | 0.98±0.03ab | 1.11±0.07abc |
| t | 6.806** | 38.716** | 71.458** | 46.188** | |
| F时间/F组内/F交互 | 1 684.982**/3 074.683**/230.161** | ||||
Tab.4 Comparison of postoperative serum SMURF1 level between the two groups of patients
| 组别 | n | 术后1 d | 术后1周 | 术后4周 | 术后8周 |
|---|---|---|---|---|---|
| 正常组 | 142 | 1.07±0.08 | 0.68±0.02a | 0.78±0.01ab | 0.79±0.03abc |
| 延迟组 | 68 | 1.14±0.04 | 0.87±0.05a | 0.98±0.03ab | 1.11±0.07abc |
| t | 6.806** | 38.716** | 71.458** | 46.188** | |
| F时间/F组内/F交互 | 1 684.982**/3 074.683**/230.161** | ||||
| 变量 | β | SE | Wald χ2 | P | OR(95%CI) |
|---|---|---|---|---|---|
| DKK1 | -4.178 | 1.470 | 8.078 | 0.004 | 0.015(0.001~0.273) |
| SETDB1 | -9.160 | 3.118 | 8.630 | 0.003 | 0.000(0.000~0.047) |
| SMURF1 | 2.823 | 1.069 | 6.966 | 0.008 | 16.823(2.068~136.855) |
| 心血管疾病 | 3.661 | 1.787 | 4.197 | 0.041 | 38.906(1.172~1 292.003) |
| 高血压 | 3.232 | 1.554 | 4.326 | 0.038 | 25.337(1.205~532.690) |
| 骨质疏松 | 2.925 | 1.399 | 4.373 | 0.037 | 18.626(1.201~288.805) |
| 常数项 | -8.309 | 2.500 | 11.042 | <0.001 | 0.000 |
Tab.5 Multivariate Logistic regression analysis of factors influencing postoperative delayed union in patients with tibial shaft fracture
| 变量 | β | SE | Wald χ2 | P | OR(95%CI) |
|---|---|---|---|---|---|
| DKK1 | -4.178 | 1.470 | 8.078 | 0.004 | 0.015(0.001~0.273) |
| SETDB1 | -9.160 | 3.118 | 8.630 | 0.003 | 0.000(0.000~0.047) |
| SMURF1 | 2.823 | 1.069 | 6.966 | 0.008 | 16.823(2.068~136.855) |
| 心血管疾病 | 3.661 | 1.787 | 4.197 | 0.041 | 38.906(1.172~1 292.003) |
| 高血压 | 3.232 | 1.554 | 4.326 | 0.038 | 25.337(1.205~532.690) |
| 骨质疏松 | 2.925 | 1.399 | 4.373 | 0.037 | 18.626(1.201~288.805) |
| 常数项 | -8.309 | 2.500 | 11.042 | <0.001 | 0.000 |
| 指标 | AUC(95%CI) | 敏感度/ % | 特异度/ % | 约登 指数 | 截断值 |
|---|---|---|---|---|---|
| DKK1 | 0.689(0.617~0.766) | 45.1 | 88.2 | 0.333 | 2.45 μg/L |
| SETDB1 | 0.713(0.637~0.788) | 81.0 | 54.4 | 0.354 | 40.45 ng/L |
| SMURF1 | 0.885(0.837~0.933) | 73.9 | 92.6 | 0.666 | 1.44 μg/L |
| 联合检测 | 0.931(0.897~0.966) | 78.9 | 97.0 |
Tab.6 Predictive value of serum DKK1, SETDB1 and SMURF1 levels on the first day after surgery for predicting delayed healing in patients with tibial shaft fracture
| 指标 | AUC(95%CI) | 敏感度/ % | 特异度/ % | 约登 指数 | 截断值 |
|---|---|---|---|---|---|
| DKK1 | 0.689(0.617~0.766) | 45.1 | 88.2 | 0.333 | 2.45 μg/L |
| SETDB1 | 0.713(0.637~0.788) | 81.0 | 54.4 | 0.354 | 40.45 ng/L |
| SMURF1 | 0.885(0.837~0.933) | 73.9 | 92.6 | 0.666 | 1.44 μg/L |
| 联合检测 | 0.931(0.897~0.966) | 78.9 | 97.0 |
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