Observational Study
Copyright ©The Author(s) 2025.
World J Gastrointest Oncol. Jan 15, 2025; 17(1): 98168
Published online Jan 15, 2025. doi: 10.4251/wjgo.v17.i1.98168
Table 4 Subgroup analysis of risk factors for the development of postoperative complications of grades IIIa or higher, grades IIIb or higher according to the Clavien-Dino classification, and specific types of postoperative complications, including severe bile leakage, severe postoperative pancreatic fistula, delayed gastric emptying, hemorrhage, and intra-abdominal infection in patients who underwent laparoscopic pancreatoduodenectomy
POCsVariablesUnivariate analysis
Multivariate analysis
OR (95%CI)
P value
OR (95%CI)
P value
CDc grade IIIb or higherECOG score, 2 vs 0-13.415 (1.659-7.028)0.0014.169 (1.895-9.174)< 0.001
Preoperative biliary drainage, yes vs no0.225 (0.054-0.940)0.0410.138 (0.032-0.600)0.008
Smoking, yes vs no1.735 (0.970-3.101)0.0631.496 (0.727-3.079)0.274
Drinking, yes vs no1.712 (0.952-3.078)0.0721.650 (0.791-3.440)0.182
ALP, ≥ 140 U/L vs < 140 U/L1.783 (0.896-3.546)0.0991.614 (0.717-3.634)0.247
RDW, ≥ 15.4 vs < 15.42.326 (1.298-4.169)0.0052.127 (1.116-4.055)0.022
Lymphocyte, ≥ 3.2 × 109/L vs < 3.2 × 109/L6.383 (1.206-33.775)0.0296.536 (1.068-39.978)0.042
CRP, ≥ 10 mg/L vs < 10 mg/L1.836 (1.020-3.302)0.0431.400 (0.741-2.646)0.300
Severe POPF (grade B and C)Age, ≥ 65 years vs < 65 years1.756 (1.113-2.772)0.0161.435 (0.889-2.316)0.139
ECOG score, 2 vs 0-12.671 (1.433-4.981)0.0022.878 (1.435-5.774)0.003
Operative time0.997 (0.994-1.000)0.0260.996 (0.993-0.999)0.006
RDW, ≥ 15.4 vs < 15.42.442 (1.539-3.875)< 0.0012.246 (1.320-3.820)0.003
Hemoglobin, ≥ 115 g/L vs < 115 g/L0.544 (0.335-0.882)0.0140.856 (0.495-1.481)0.579
Leucocytes, ≥ 9.5 × 109/L vs < 9.5 × 109/L1.755 (0.924-3.334)0.0861.609 (0.815-3.177)0.170
Albumin, < 35 g/L vs ≥ 35 g/L1.885 (1.130-3.143)0.0151.153 (0.641-2.074)0.643
PT, ≥ 14 seconds vs < 14 seconds0.343 (0.106-1.115)0.0750.229 (0.067-0.783)0.019
Severe BLDiabetes mellitus, yes vs no3.110 (1.408-6.870)0.0052.484 (1.105-5.583)0.028
Smoking, yes vs no2.010 (1.289-3.133)0.0021.660 (0.959-2.874)0.070
Drinking, yes vs no1.580 (1.005-2.484)0.0481.200 (0.687-2.097)0.522
BMI ≥ 24 kg/m2 vs < 24 kg/m22.442 (1.439-4.143)0.0011.988 (1.143-3.456)0.015
Intra-operative blood transfusion, yes vs no1.660 (1.050-2.625)0.0301.210 (0.707-2.072)0.487
RDW, ≥ 15.4 vs < 15.43.587 (2.287-5.628)< 0.0013.401 (1.979-5.845)< 0.001
Hemoglobin, ≥ 115 g/L vs < 115 g/L0.648 (0.401-1.048)0.0770.824 (0.448-1.515)0.533
TBIL, ≥ 235 μmol/L vs < 235 μmol/L2.188 (1.402-3.417)0.0011.326 (0.776-2.264)0.302
Albumin, < 35 g/L vs ≥ 35 g/L2.326 (1.434-3.774)0.0011.290 (0.721-2.309)0.391
CRP, ≥ 10 mg/L vs < 10 mg/L1.527 (0.967-2.413)0.0691.138 (0.679-1.907)0.623
Severe hemorrhageECOG score, 2 vs 0-12.715 (1.455-5.066)0.0022.832 (1.447-5.540)0.002
Smoking, yes vs no1.937 (1.223-3.068)0.0051.437 (0.820-2.517)0.206
Drinking, yes vs no2.064 (1.299-3.278)0.0021.858 (1.047-3.297)0.034
RDW, ≥ 15.4 vs < 15.41.998 (1.252-3.189)0.0041.794 (1.050-3.063)0.032
GGT, ≥ 45 U/L vs < 45 U/L1.735 (0.969-3.108)0.0641.215 (0.640-2.307)0.551
Albumin, < 35 g/L vs ≥ 35 g/L1.792 (1.067-3.008)0.0271.022 (0.559-1.869)0.944
CRP, ≥ 10 mg/L vs < 10 mg/L1.582 (0.986-2.536)0.0571.181 (0.699-1.997)0.534
Intra-abdominal infectionAge, ≥ 65 vs < 651.539 (1.067-2.220)0.0211.363 (0.928-2.001)0.114
ECOG score, 2 vs 0-11.887 (1.076-3.310)0.0271.725 (0.957-3.109)0.070
Hypertension, yes vs no1.577 (1.069-2.326)0.0221.365 (0.909-2.052)0.134
Drinking, yes vs no1.603 (1.100-2.338)0.0141.556 (1.052-2.301)0.027
RDW, ≥ 15.4 vs < 15.41.483 (1.008-2.180)0.0451.201 (0.793-1.817)0.387
Leucocytes, ≥ 9.5 × 109/L vs < 9.5 × 109/L1.618 (0.942-2.779)0.0811.247 (0.703-1.817)0.450
TBIL, ≥ 235 μmol/L vs < 235 μmol/L1.426 (0.977-2.081)0.0661.585 (1.027-2.446)0.038
CRP, ≥ 10 mg/L vs < 10 mg/L1.675 (1.147-2.448)0.0081.304 (0.868-1.960)0.202
Severe DGEPathology, malignant tumors vs benign tumors1.652 (0.944-2.892)0.0791.058 (0.548-2.042)0.886
Preoperative biliary drainage, yes vs no0.365 (0.130-1.024)0.0550.421 (0.144-1.236)0.155
Pancreatitis, yes vs no2.748 (1.354-5.578)0.0052.555 (1.158-5.639)0.020
Intra-operative blood transfusion, yes vs no1.931 (1.137-3.279)0.0151.667 (0.901-3.082)0.103
ASA, III vs I-II1.683 (0.935-3.031)0.0831.893 (1.028-3.487)0.041
RDW, ≥ 15.4 vs < 15.41.105 (0.629-1.940)0.7291.130 (0.573-2.226)0.725
Operative time 1.003 (1.000-1.005)0.0281.002 (0.999-1.005)0.212
Lymphocyte, ≥ 3.2 × 109/L vs < 3.2 × 109/L4.913 (0.933-25.861)0.0604.019 (0.696-23.193)0.120
ALP, ≥ 140 U/L vs < 140 U/L2.131 (1.265-3.588)0.0042.913 (1.538-5.518)0.001
Albumin, < 35 g/L vs ≥ 35 g/L2.201 (1.251-3.871)0.0063.065 (1.568-5.992)0.001
CCI ≥ 26.2Intra-operative blood transfusion, yes vs no1.489(1.087-2.041)0.0131.150 (0.816-1.621)0.425
Preoperative biliary drainage, yes vs no0.695 (0.456-1.060)0.0910.573 (0.368-0.891)0.014
RDW, ≥ 15.4 vs < 15.41.964 (1.436-2.687)< 0.0011.680 (1.185-2.382)0.004
Leucocytes, ≥ 9.5 × 109/L vs < 9.5 × 109/L1.854 (1.171-2.936)0.0081.740 (1.076-2.815)0.024
Albumin, < 35 g/L vs ≥ 35 g/L1.918 (1.341-2.743)< 0.0011.511 (1.017-2.244)0.041
Platelet, ≥ 350 × 109/L vs 350 × 109/L1.472 (0.973-2.229)0.0671.241 (0.798-1.930)0.337