ABSTRACT
Objective:To explore the influencing factors of seroma after transabdominal preperitoneal prosthetic (TAPP) inguinal hernia by laparoscopy.Methods:A retrospective cohort study was used to analyze the clinical data of 320 patients with inguinal hernia who received TAPP in Fuyang Fifth People′s Hospital from December 2019 to December 2022, including 226 males and 94 females, with an average age of (61.46±10.22) years (range: 23-76 years). Patients were divided into seroma group ( n=18) and non-seroma group ( n=302) according to whether seroma occurred after surgery. Multivariate Logistic analysis was used to screen the influencing factors of seroma after TAPP tension-free repair, and based on Softmax strategy, the artificial neural network model was constructed with binary classification variables survival 0 (no outcome event occurred) and 1 (outcome event occurred) as outcome variables. receiver operating characteristics (ROC) and cumulative gain graph were used to analyze the model differentiation and application value. The measurement data of normal distribution were expressed as mean±standard deviation ( ± s), and independent sample t-test was used for comparison between groups. Chi-square test was used for comparison between count data groups. Results:The incidence of postoperative seroma in 320 patients was 5.63% (18/320), including 7 cases of type Ⅰ, 4 cases of type Ⅱ, and 7 cases of type Ⅲ, all of which were improved after symptomatic treatment. Combined with underlying diseases, anticoagulant drugs, duration of disease, operation time, intraoperative blood loss, hernia sac diameter, mesh fixation method, neutrophil to lymphocyte ratio (NLR) were factors influencing seroma ofter TAPP in inguinal hernia patients ( OR=1.732, 2.414, 2.346, 1.480, 2.159, 1.725, 1.248, 2.179; 95% CI: 1.385-2.942, 1.764-3.176, 1.280-3.209, 1.263-2.275, 1.331-2.861, 1.308-2.239, 1.005-1.764, 1.644-2.982; P<0.05). The ROC curve and cumulative gain graph showed that the artificial neural network model could well predict the probability of postoperative seroma. Conclusions:The occurrence of seroma after TAPP tension-free repair in inguinal hernia patients is related to underlying diseases, taking anticoagulant drugs, course of disease, operation time, intraoperative blood loss, diameter of hernia sac, patch fixation method, NLR and many other factors. Clinical attention should be paid to these problems to reduce the incidence of postoperative seroma.