Variables | Training sets | Â | Validation set | Â | ||
---|---|---|---|---|---|---|
Infection group (n = 87) | Non-infected group (n = 271) | P | Infection group (n = 38) | Non-infected group (n = 116) | P | |
Gender | Â | Â | 0.06 | Â | Â | 0.09 |
 Male | 57(0.66) | 147(0.54) |  | 18(0.47) | 73(0.63) |  |
 Female | 30(0.34) | 124(0.46) |  | 20(0.53) | 43(0.37) |  |
Body Mass Index (kg/m2) | 22.02(3.54) | 21.88(3.56) | 0.769 | 21.33(3.66) | 21.89(3.58) | 0.458 |
ASA |  |  | < 0.001 |  |  | 0.001 |
 I | 10(0.11) | 13(0.05) |  | 6(0.16) | 10(0.09) |  |
 II | 34(0.39) | 179(0.66) |  | 17(0.45) | 88(0.76) |  |
 III | 43(0.50) | 79(0.29) |  | 15(0.39) | 18(0.15) |  |
Tumor size (cm) | 4.57(1.78) | 4.58(1.94) | 0.987 | 4.86(2.16) | 4.93(1.87) | 0.865 |
T-stage | Â | Â | Â | Â | Â | Â |
 T1–2 | 26(0.30) | 78(0.29) | 0.844 | 14(0.37) | 39(0.34) | 0.717 |
 T3–4 | 61(0.70) | 193(0.71) |  | 24(0.63) | 77(0.66) |  |
N-stage | Â | Â | Â | Â | Â | Â |
 N- | 57(0.66) | 159(0.59) | 0.256 | 28(0.74) | 81(0.70) | 0.650 |
 N+ | 30(0.34) | 112(0.41) |  | 10(0.26) | 35(0.30) |  |
TNM stage | Â | Â | 0.282 | Â | Â | 0.73 |
 I | 22(0.25) | 65 (0.24) |  | 9(0.24) | 35 (0.30) |  |
 II | 36(0.41) | 91 (0.34) |  | 16 (0.42) | 43(0.37) |  |
 III | 29 (0.34) | 115 (0.42) |  | 13 (0.34) | 38 (0.33) |  |
Operative time (h) | 4.12(1.38) | 3.42(1.18) | < 0.001 | 4.07(1.73) | 3.38(1.14) | 0.008 |
Blood loss (ml) | 128.42(143.36) | 109.53(103.54) | 0.43 | 187.74(235.74) | 143.21(163.92) | 023 |
Smoking | Â | Â | 0.847 | Â | Â | 0.707 |
 Yes | 5(0.06) | 15(0.06) |  | 4(0.11) | 8(0.07) |  |
 No | 82(0.94) | 256(0.94) |  | 34(0.89) | 108(0.93) |  |
Chronic lung disease | Â | Â | 0.007 | Â | Â | 0.003 |
 Yes | 19(0.22) | 20(0.07) |  | 11(0.29) | 11(0.09) |  |
 No | 68(0.78) | 251(0.93) |  | 27(0.71) | 105(0.91) |  |
Hypertension | Â | Â | 0.458 | Â | Â | 0.306 |
 Yes | 33(0.38) | 115(0.42) |  | 20(0.53) | 50(0.43) |  |
 No | 54(0.62) | 156(0.58) |  | 18(0.47) | 66(0.57) |  |
Diabetes |  |  | < 0.001 |  |  | 0.003 |
 Yes | 19(0.22) | 18(0.07) |  | 10(0.26) | 8(0.07) |  |
 No | 68(0.78) | 253(0.93) |  | 28(0.74) | 108(0.93) |  |
Surgical procedure | Â | Â | 0.301 | Â | Â | 0.121 |
 Laparoscopic | 18(0.21) | 71(0.26) |  | 8(0.21) | 40(0.34) |  |
 Open | 69(0.79) | 200(0.74) |  | 30(0.79) | 76(0.66) |  |
Stomy | Â | Â | 0.006 | Â | Â | 0.033 |
 Yes | 34(0.39) | 65(0.24) |  | 16(0.42) | 28(0.24) |  |
 No | 53(0.61) | 206(0.76) |  | 22(0.58) | 88(0.76) |  |
Location |  |  | < 0.001 |  |  | < 0.001 |
 Rectum | 21(0.24) | 126(0.46) |  | 8(0.21) | 62(0.53) |  |
 Colon | 66(0.76) | 145(0.54) |  | 30(0.79) | 54(0.47) |  |
Blood transfusion (mL) | Â | Â | 0.003 | Â | Â | 0.012 |
 Yes | 26(0.30) | 42(0.15) |  | 14(0.37) | 20(0.17) |  |
 No | 61(0.70) | 229(0.85) |  | 24(0.63) | 96(0.83) |  |
WBC (109/L) | 6.23(2.26) | 6.53(2.31) | 0.300 | 5.76(2.05) | 6.80(2.30) | 0.027 |
Lymphocytes (109/L) | 1.50(0.91) | 1.32(0.50) | 0.110 | 1.31(0.49) | 1.38(0.49) | 0.529 |
Hematocrit | 36.14(5.87) | 35.23(5.54) | 0.631 | 35.69(6.31) | 36.16(5.72) | 0.512 |
Soterocyte (109/L) | 216.25(84.76) | 219.47(86.32) | 0.875 | 218.36(78.65) | 220.47(80.25) | 0.896 |
International normalized ratio | 1.05(0.14) | 1.06(0.10) | 0.681 | 1.05(0.08) | 1.05(0.15) | 0.762 |
Fibrinogen (ug/mL) | 3.32(1.02) | 3.45(1.16) | 0.632 | 3.32(1.12) | 3.47(1.03) | 0.613 |
Total bilirubin (μmol/L) | 14.63(8.17) | 13.69(8.15) | 0.156 | 13.24(6.54) | 13.65(6.67) | 0.778 |
Direct bilirubin(μmol/L) | 5.28(3.45) | 5.49(3.48) | 0.721 | 4.42(3.25) | 4.71(3.18) | 0.598 |
AST (U/L) | 23.08(12.65) | 20.27(12.87) | 0.241 | 23.26(12.63) | 21.08(10.32) | 0.268 |
BUN (mmol/L) | 6.43(2.87) | 5.87(2.97) | 0.367 | 6.14(3.08) | 5.87(2.18) | 0.674 |
Cr(μmol/L) | 75.65(21.21) | 70.25(21.36) | 0.214 | 78.58(23.64) | 70.54(20.97) | 0.074 |
Uric acid (μmol/L) | 315.24(106.54) | 301.02(143.26) | 0.645 | 307.87(99.64) | 293.57(136.57) | 0.524 |
Serum sodium (mmol/L) | 141.05(3.62) | 141.71(3.02) | 0.241 | 141.08(3.65) | 141.94(2.87) | 0.235 |
Serum calcium (mmol/L) | 2.22(0.19) | 2.24(0.18) | 0.487 | 2.22(0.19) | 2.25(0.19) | 0.412 |
NLR |  |  | < 0.001 |  |  | 0.002 |
  ≥ 3.80 | 39(0.45) | 60(0.22) |  | 17(0.45) | 30(0.26) |  |
  < 3.80 | 48(0.55) | 211(0.78) |  | 21(0.55) | 86(0.74) |  |
PLR |  |  | < 0.001 |  |  | 0.045 |
  ≥ 238.50 | 37(0.43) | 50(0.18) |  | 14(0.37) | 24(0.21) |  |
  < 238.50 | 50(0.57) | 221(0.82) |  | 24(0.63) | 92(0.79) |  |
PNI | Â | Â | 0.025 | Â | Â | 0.011 |
  ≥ 48.48 | 17(0.20) | 87(0.32) |  | 6(0.16) | 44(0.38) |  |
  < 48.48 | 70(0.80) | 184(0.68) |  | 32(0.84) | 72(0.62) |  |
LCR |  |  | < 0.001 |  |  | < 0.001 |
  ≥ 0.52 | 6(0.07) | 195(0.72) |  | 12(0.32) | 94(0.81) |  |
  < 0.52 | 81(0.93) | 76(0.28) |  | 26(0.68) | 22(0.19) |  |
LMR |  |  | < 0.001 |  |  | < 0.001 |
  ≥ 2.46 | 32(0.37) | 201(0.74) |  | 16(0.42) | 93(0.80) |  |
  < 2.46 | 55(0.63) | 70(0.26) |  | 22(0.58) | 23(0.20) |  |