Assessment of Factors Associated With Long-Term Hospitalization in Patients With a Deep Neck Infection

Microbiological analysis and antibiotic selection strategy in neck abscesses among patients with diabetes mellitus

PURPOSE

This study aimed to analyze the clinical characteristics, pathogen distribution, drug sensitivity, and antibiotic treatment strategies of patients with neck abscesses with or without diabetes.

METHODS

A retrospective analysis was conducted on 2194 patients who underwent neck abscess surgery at our hospital over the past 13 years. Patients were grouped as NAwithDM (neck abscess with diabetes mellitus) or NAwithoutDM (neck abscess without diabetes mellitus). Clinical features, pathogen distribution, and antibiotic sensitivity were compared between the groups. Venn diagrams were used to illustrate the antibiotics effective against all three predominant pathogens.

RESULTS

A total of 2194 patients with neck abscesses were included in this study, with 579 patients (26.43%) in the NAwithDM group and 1612 patients (73.51%) in the NAwithoutDM group. There were no significant differences in sex or age distribution between the two groups (all P > 0.05). However, there were significant differences in BMI, length of hospital stays, occurrence of laryngeal obstruction, hypertension, and hypoalbuminemia between the two groups (all P < 0.05). In the NAwithoutDM group, the top three pathogens were Streptococcus constellatus, Klebsiella pneumoniae, and Staphylococcus aureus. The antibiotics that were simultaneously effective against all three pathogens were ceftriaxone, moxifloxacin, and ampicillin/sulbactam. In the NAwithDM group, the top three pathogens were Streptococcus pyogenes, Streptococcus pneumoniae, and Streptococcus constellatus. The antibiotics that were simultaneously effective against all three pathogens were compound sulfamethoxazole, cefuroxime, levofloxacin, ciprofloxacin, vancomycin, and imipenem.

CONCLUSION

Neck abscess patients with diabetes have distinct clinical features. Therefore, it is crucial to pay attention to these clinical features and manage them accordingly during the treatment process. Empirical antibiotic treatment should be tailored to individual patient groups. Sulfamethoxazole-methoxazole is recommended for neck abscess patients with diabetes, while ceftriaxone or moxifloxacin is recommended for those without diabetes.

A Machine Learning Approach to Assess Patients with Deep Neck Infection Progression to Descending Mediastinitis: Preliminary Results

BACKGROUND

Deep neck infection (DNI) is a serious infectious disease, and descending mediastinitis is a fatal infection of the mediastinum. However, no study has applied artificial intelligence to assess progression to descending mediastinitis in DNI patients. Thus, we developed a model to assess the possible progression of DNI to descending mediastinitis.

METHODS

Between August 2017 and December 2022, 380 patients with DNI were enrolled; 75% of patients (n = 285) were assigned to the training group for validation, whereas the remaining 25% (n = 95) were assigned to the test group to determine the accuracy. The patients' clinical and computed tomography (CT) parameters were analyzed via the k-nearest neighbor method. The predicted and actual progression of DNI patients to descending mediastinitis were compared.

RESULTS

In the training and test groups, there was no statistical significance (all p > 0.05) noted at clinical variables (age, gender, chief complaint period, white blood cells, C-reactive protein, diabetes mellitus, and blood sugar), deep neck space (parapharyngeal, submandibular, retropharyngeal, and multiple spaces involved, ≥3), tracheostomy performance, imaging parameters (maximum diameter of abscess and nearest distance from abscess to level of sternum notch), or progression to mediastinitis. The model had a predictive accuracy of 82.11% (78/95 patients), with sensitivity and specificity of 41.67% and 87.95%, respectively.

CONCLUSIONS

Our model can assess the progression of DNI to descending mediastinitis depending on clinical and imaging parameters. It can be used to identify DNI patients who will benefit from prompt treatment.

Assessment of the Elderly Adult Patients with Deep Neck Infection: A Retrospective Study

Background: Deep neck infection (DNI) is a potentially lethal infectious disease affecting middle-aged adults and can compromise the airway. There are limited data on the prognosis and outcomes of elderly (aged > 65 years) DNI patients, who tend to be immunocompromised. This study analyzed the clinical characteristics of elderly and adult (aged 18-65 years) DNI patients. Methods: Between November 2016 and November 2022, 398 patients with DNIs, including 113 elderly patients, were admitted to our hospital and enrolled in this study. The relevant clinical variables were investigated and compared. Results: The elderly DNI patients had longer hospital stays (P < .001), higher C-reactive protein levels (P = .021), higher blood sugar levels (P = .012), and a higher likelihood of diabetes mellitus (P = .025) than the adult patients. The higher blood sugar level is an independent risk factor for elderly (odds ratio = 1.005, 95% confidence intervals 1.002-1.008, P < .001). Moreover, the rates of intubation to protect the airway (P = .005) and surgical incision and drainage (I&D; P = .010) were higher in the elderly group. However, there were no group differences in pathogen distributions. Conclusion: The elderly DNI patients in this study had a more severe disease course, and poorer prognosis than the adult patients, as well as higher rates of intubation and I&D. However, the pathogen distributions did not differ significantly between the groups. Prompt intervention and treatment are important for elderly DNI patients.