Surgical site infection (SSI) frequently occurs in patients with head and neck cancer (HNC) after tumor resection and can lead to death in severe cases. Moreover, there is no de nitive conclusion about the risk factors of SSI. Therefore, it is of great clinical signi cance to study the factors affecting the SSI.
MethodsThe HNC patients included in this study were all from the Department of Oral and Maxillofacial Surgery of the Second Xiangya Hospital of Central South University (CSU), and these patients received surgical treatment in the department from January 2018 to December 2019. Univariate and multivariate regression analysis was applied to determine the risk factors of SSI. To identify the key risk factors of SSI, the caret package was used to construct three different machine learning models to investigate important features involving 26 SSI-related risk factors.
ResultsParticipants were 632 HNC patients who underwent surgery in our department from January 2018 to December 2019. During the postoperative period, 82 patients suffered from SSI and surgical site infection rate (SSIR) was about 12.97%. Diabetes mellitus, tumor site ( oor of mouth) and ap failure were consistently ranked the top three in the 26 SSI-related risk factors. In addition, SSI can increase postoperative hospital stays and ap failure rate.
ConclusionDiabetes mellitus, tumor site ( oor of mouth), ap failure, preoperative radiotherapy, neck dissection (bilateral) are risk factors for SSI of HNC.Many risk factors of SSI have been reported in previous studies. Such as advanced age, diabetes, smoking, preoperative radiotherapy, prior surgery, preoperative chemotherapy, advanced American Society of Anesthesiologists (ASA) grade, low preoperative white blood cell (WBC) count, hypoalbuminemia, intraoperative blood transfusion, tracheotomy, contaminated wounds, lymph node metastasis and reconstruction with myocutaneous aps or microvascular-free aps, etc. [5,7,[10][11][12][13]. However, due to the differences in study methodology, number of patients and sample size, there are still some disputes in different studies. For example, whether diabetes, tumor location or previous radiotherapy can be regarded as potential risk factors for SSI causes controversy [5,14,15]. Coskun, et.al. found diabetes mellitus, tumor location and history of prior radiotherapy were not associated statistically with wound infection in head and neck surgery (HNS) [16]. Sepehr, et al. found diabetes was not a risk factor for infection after HNS [17]. Similarly, Hitomi, et.al indicated that age, body mass index, smoking, diabetes, sex, previous radiotherapy or ASA score were not correlated with SSI [12]. However, Milap D. et.al showed HNC patients with diabetes have signi cantly greater rates of postoperative infections [18]. Margita, et.al indicated that gender, smoking, tumor localization and neck dissection were signi cantly related to the occurrence of wound infection [19]. So far, there is no clear de nition of risk factors for SSI of HNC surgery.In addition, these SSI...