1 对象与方法
1.1 研究对象
1.2 方法
1.3 样本量估计
1.4 统计学处理
2 结果
2.1 健康对照组、MPP组及SMPP组的一般资料比较
表1 健康对照组、MPP组及SMPP组的一般资料比较Table 1 Comparison of general information among healthy control, MPP and SMPP groups |
| 变 量 | 健康对照组(n=20) | MPP组(n=71) | SMPP组(n=63) | χ 2/F值 | P值 |
|---|---|---|---|---|---|
| 性别/n(%) | 0.804 | 0.673 | |||
| 女 | 8(40.00) | 36(50.70) | 29(46.00) | ||
| 男 | 12(60.00) | 35(49.30) | 34(54.00) | ||
| 年龄/岁 | 7.95±3.03 | 6.30±2.90 | 6.40±2.80 | 2.778 | 0.071 |
注:A为不同组别中ACE质量浓度比较;B为不同组别中ACE2质量浓度比较;组间比较,***P < 0.001。 |
2.2 健康对照组、MPP组及SMPP组中血清ACE、ACE2质量浓度比较
2.3 MPP组和SMPP组的实验室检查结果比较
表2 MPP组和SMPP组实验室检查结果比较Table 2 Comparison of laboratory test results between MPP group and SMPP group |
| 变 量 | MPP组(n=71) | SMPP组(n=63) | Z值 | P值 |
|---|---|---|---|---|
| WBC/(×109/L) | 8.20(6.00,9.20) | 10.90(7.60,12.80) | -3.975 | <0.001 |
| NE% | 0.62(0.53,0.67) | 0.73(0.65,0.75) | -5.045 | <0.001 |
| LY% | 0.30(0.23,0.34) | 0.19(0.15,0.20) | 5.583 | <0.001 |
| MO% | 0.06(0.05,0.08) | 0.07(0.05,0.09) | -0.018 | 0.986 |
| CRP/(mg/L) | 3.12(0.86,5.66) | 28.68(18.66,36.12) | -9.696 | <0.001 |
| SAA/(mg/L) | 16.86(7.68,28.20) | 114.35(43.77,181.19) | -7.447 | <0.001 |
| PCT/(ng/L) | 0.07(0.05,0.09) | 0.16(0.11,0.23) | -6.197 | <0.001 |
| IL-6/(mg/L) | 11.90(4.41,16.10) | 25.80(16.30,33.23) | -5.179 | <0.001 |
| ESR/(mm/h) | 23.00(13.00,31.00) | 40.00(27.00,45.00) | -5.337 | <0.001 |
| D-dimer/(μg/mL) | 0.51(0.35,0.64) | 0.97(0.54,1.33) | -5.027 | <0.001 |
| LDH/(U/L) | 286.00(254.00,309.00) | 324.00(272.00,392.00) | -2.822 | 0.005 |
2.4 MPP组和SMPP组血清ACE、ACE2质量浓度与实验室检查结果的相关性分析
表3 血清ACE、ACE2与实验室检查结果的相关性分析Table 3 Correlation analysis between serum ACE, ACE2 and laboratory test results |
| 变 量 | r/rs值 | |
|---|---|---|
| ACE | ACE2 | |
| WBC计数 | 0.259a | -0.271a |
| NE% | 0.295a | -0.312a |
| LY% | -0.311a | 0.345a |
| MO% | 0.055 | -0.001 |
| CRP | 0.499a | -0.654a |
| SAA | 0.368a | -0.460a |
| PCT | 0.295a | -0.421a |
| IL-6 | 0.230a | -0.329a |
| ESR | 0.341a | -0.306a |
| D-dimer | 0.192a | -0.378a |
| LDH | 0.024 | -0.301a |
注: aP < 0.05。 |
2.5 血清ACE、ACE2、CRP、D-dimer、LDH水平对SMPP的预测价值
表4 血清ACE、ACE2、CRP、D-dimer、LDH水平对SMPP的预测价值Table 4 Predictive value of serum ACE, ACE2, CRP, D-dimer, and LDH levels for SMPP |
| 变 量 | AUC | 95%CI | 截断值或联合公式 | 约登指数 | 灵敏度 | 特异度 | P值 |
|---|---|---|---|---|---|---|---|
| ACE | 0.864 | 0.799~0.929 | 21.44 ng/mL | 0.631 | 0.730 | 0.901 | <0.001 |
| ACE2 | 0.964 | 0.938~0.989 | 10.51 ng/mL | 0.801 | 0.984 | 0.637 | <0.001 |
| CRP | 0.986 | 0.973~0.999 | 12.92 mg/L | 0.875 | 0.889 | 0.986 | <0.001 |
| D-dimer | 0.752 | 0.667~0.837 | 0.86 μg/mL | 0.502 | 0.587 | 0.915 | <0.001 |
| LDH | 0.642 | 0.547~0.736 | 318.50 U/L | 0.274 | 0.556 | 0.718 | 0.005 |
| ACE+ACE2 | 0.991 | 0.981~1.000 | Logit P = 0.515×ACE-1.822×ACE2+7.945 | 0.909 | 0.937 | 0.972 | <0.001 |
| CRP+D-dimer+LDH | 0.987 | 0.974~1.000 | Logit P = 0.607×CRP-0.812×D-dimer+ 0.008×LDH-10.126 | 0.877 | 0.905 | 0.972 | <0.001 |
表5 不同指标单独及联合预测SMPP的ROC曲线下面积比较Table 5 Comparison of area under ROC curve for single and combined prediction of SMPP by different indicators |
| 预测指标 | Z值 | 标准误 | P值 | AUC差异 | 95%CI |
|---|---|---|---|---|---|
| ACE vs. ACE+ACE2 | -3.911 | 0.032 | <0.001 | -0.127 | -0.190~-0.064 |
| ACE2 vs. ACE+ACE2 | -2.546 | 0.011 | 0.010 | -0.027 | -0.049~-0.005 |
| CRP vs. CRP+D-dimer+LDH | -0.525 | 0.002 | 0.599 | -0.001 | -0.005~0.003 |
| D-dimer vs. CRP+D-dimer+LDH | -5.435 | 0.043 | <0.001 | -0.235 | -0.319~-0.151 |
| LDH vs. CRP+D-dimer+LDH | -7.167 | 0.048 | <0.001 | -0.346 | -0.440~-0.252 |