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. 2025 Jan 15;17(1):98168. doi: 10.4251/wjgo.v17.i1.98168

Table 3.

Logistic analysis for exploration of risk factors of any postoperative complications of patients who underwent laparoscopic pancreatoduodenectomy

Variables Univariate analysis1
Multivariate analysis1
Univariate analysis2
Multivariate analysis2
OR (95%CI)
P value
OR (95%CI)
P value
OR (95%CI)
P value
OR (95%CI)
P value
Sex 0.766 0.095 0.528
Male 1.000 1.000 1.000
Female 0.957 (0.714-1.281) 0.729 (0.502-1.057) 0.872 (0.570-1.334)
Age 0.268 0.046 0.209
    < 65 1.000 1.000 1.000
    ≥ 65 1.173 (0.885-1.555) 1.417 (1.006-1.998) 1.266 (0.876-1.829)
Pathology 0.203 0.117
Benign tumors 1.000 1.000
Malignant tumors 1.239 (0.891-1.723) 1.411 (0.918-2.169)
ECOG score 0.245 0.010 0.107
    0-1 1.000 1.000 1.000
    2 1.339 (0.819-2.190) 2.005 (1.179-3.410) 1.637 (0.898-2.982)
Preoperative biliary drainage 0.047 0.419
    Yes 1.000 1.000 0.001 1.000
    No 1.488 (1.005-2.205) 2.160 (1.387-3.364) 1.227 (0.747-2.017)
Hypertension 0.510 0.802
    No 1.000 1.000
    Yes 1.110 (0.813-1.516) 1.051 (0.714-1.545)
Diabetes mellitus 0.568 0.012 0.031
    No 1.000 1.000 1.000
    Yes 1.107 (0.781-1.569) 1.887 (1.150-3.096) 1.773 (1.054-2.983)
Pancreatitis 0.194 0.633
    No 1.000 1.000
    Yes 1.402 (0.842-2.335) 1.159 (0.633-2.119)
Abdominal surgery history 0.276 0.170
    No 1.000 1.000
    Yes 1.400(0.765-2.564) 1.596 (0.818-3.144)
Smoking 0.511 0.253
    No 1.000 1.000
    Yes 1.103 (0.824-1.476) 1.228 (0.863-1.747)
Alcohol consumption 0.258 0.272
    No 1.000 1.000
    Yes 1.188 (0.881-1.602) 1.224 (0.854-1.756)
BMI 0.115 0.271
    < 25 1.000 1.000
    ≥ 25 1.259 (0.945-1.676) 1.222 (0.855-1.747)
Operation time 1.001 (0.999-1.002) 0.484 1.001 (0.999-1.003) 0.408
Blood loss 1.000 (0.999-1.001) 0.956 1.000 (0.998-1.001) 0.533
Intraoperative blood transfusion 0.004 0.890 0.096 0.660
    No 1.000 1.000 1.000 1.000
    Yes 1.572 (1.154-2.140) 1.025 (0.722-1.455) 1.364 (0.946-1.966) 1.102 (0.715-1.700)
ASA score 0.475 0.496
    II 1.000 1.000
    III 1.111 (0.833-1.481) 1.130 (0.795-1.606)
RDW < 0.001 < 0.001 < 0.001 < 0.001
    < 15.4 1.000 1.000 1.000 1.000
    ≥ 15.4 3.537 (2.553-4.900) 2.973 (2.032-4.350) 3.603 (2.525-5.141) 3.138 (2.042-4.824)
Hemoglobin, g/L 0.212 0.024 0.426
    < 115 1.000 1.000 1.000
    ≥ 115 0.813 (0.588-1.125) 0.647 (0.443-0.944) 0.823 (0.509-1.331)
Leucocytes, 109/L 0.250 0.047 0.533
    < 9.5 1.000 1.000 1.000
    ≥ 9.5 1.308 (0.827-2.068) 1.675 (1.006-2.789) 1.198 (0.679-2.113)
Platelet, 109/L 0.003 0.093 0.996
    < 350 1.000 1.000 1.000
    ≥ 350 1.894 (1.247-2.878) 1.493 (0.935-2.383) 1.001 (0.605-1.657)
Lymphocyte, 109/L 0.225 0.612
    < 3.2 1.000 1.000
    ≥ 3.2 2.771 (0.534-14.368) 1.532 (0.295-7.968)
AST, U/L 0.002 0.190 0.016 0.649
    < 35 1.000 1.000 1.000 1.000
    ≥ 35 1.610 (1.191-2.177) 1.617 (0.788-3.320) 1.618 (1.094-2.393) 1.229 (0.505-2.991)
ALT, U/L 0.042 0.731 0.035 0.651
    < 40 1.000 1.000 1.000 1.000
    ≥ 40 1.363 (1.011-1.837) 1.140 (0.541-2.403) 1.516 (1.031-2.231) 1.226 (0.508-2.959)
GGT, U/L 0.004 0.186 0.006 0.454
    < 45 1.000 1.000 1.000 1.000
    ≥ 45 1.601 (1.166-2.199) 1.511 (0.820-2.785) 1.809 (1.182-2.770) 1.335 (0.626-2.848)
ALP, U/L 0.058 0.017 0.220
    < 140 1.000 1.000 1.000
    ≥ 140 1.330 (0.990-1.787) 1.979 (1.130-3.464) 1.262 (0.871-1.829)
TBIL, umol/L 0.002 0.624 < 0.001 0.152
    < 235 1.000 1.000 1.000 1.000
    ≥ 235 1.605 (1.191-2.163) 1.099 (0.754-1.601) 2.172 (1.531-3.082) 1.551 (0.850-2.829)
Albumin, g/L < 0.001 0.012 < 0.001 0.149
    ≥ 35 1.000 1.000 1.000 1.000
    < 35 2.598 (1.794-3.764) 1.735 (1.130-2.662) 2.628 (1.781-3.879) 1.417 (0.883-2.274)
CRP, mg/L 0.002 0.197 0.001 0.205
    < 10 1.000 1.000 1.000 1.000
    ≥ 10 1.599 (1.180-2.168) 1.265 (0.885-1.807) 1.797 (1.260-2.564) 1.308 (0.863-1.983)
PT, second 0.760 0.277
    < 14 1.000 1.000
    ≥ 14 0.928 (0.574-1.499) 0.736 (0.424-1.278)
1

Any morbidity, Clavien-Dino classification grade I or higher.

2

Severe morbidity, Clavien-Dino classification grade IIIa or higher.

OR: Odds ratio; CI: Confidence interval; ECOG: Eastern Cooperative Oncology Group; BMI: Body mass index; ASA: American Society of Anesthesiologists; RDW: Red blood cell distribution width; ALT: Alanine aminotransferase; AST: Aspartate aminotransferase; ALP: Alkaline phosphatase; GGT: γ-glutamyl transferase; TBIL: Total bilirubin; CRP: C-reactive protein; PT: Prothrombin time.