Prevention and management of complications of airway surgery in children

Artificial Intelligence Procedure for the Screening of Genetic Syndromes Based on Voice Characteristics

Perceptual and statistical evidence has highlighted voice characteristics of individuals affected by genetic syndromes that differ from those of normophonic subjects. In this paper, we propose a procedure for systematically collecting such pathological voices and developing AI-based automated tools to support differential diagnosis. Guidelines on the most appropriate recording devices, vocal tasks, and acoustical parameters are provided to simplify, speed up, and make the whole procedure homogeneous and reproducible. The proposed procedure was applied to a group of 56 subjects affected by Costello syndrome (CS), Down syndrome (DS), Noonan syndrome (NS), and Smith-Magenis syndrome (SMS). The entire database was divided into three groups: pediatric subjects (PS; individuals < 12 years of age), female adults (FA), and male adults (MA). In line with the literature results, the Kruskal-Wallis test and post hoc analysis with Dunn-Bonferroni test revealed several significant differences in the acoustical features not only between healthy subjects and patients but also between syndromes within the PS, FA, and MA groups. Machine learning provided a k-nearest-neighbor classifier with 86% accuracy for the PS group, a support vector machine (SVM) model with 77% accuracy for the FA group, and an SVM model with 84% accuracy for the MA group. These preliminary results suggest that the proposed method based on acoustical analysis and AI could be useful for an effective, non-invasive automatic characterization of genetic syndromes. In addition, clinicians could benefit in the case of genetic syndromes that are extremely rare or present multiple variants and facial phenotypes.

Pathogenic bacteria in bronchoalveolar lavage cultures and pediatric laryngotracheal reconstruction outcomes

OBJECTIVE

The primary objective was to determine if treating pathogenic bacteria in bronchoalveolar lavage (BAL) cultures improves outcomes after pediatric double stage laryngotracheal reconstruction (dsLTR).

STUDY DESIGN

Case series with chart review.

SETTING

Tertiary children's hospital.

METHODS

All children (<18 years) obtaining flexible bronchoscopy with BAL cultures before dsLTR between 2016 and 2022 were included. Cultures identified abnormal bacterial growth or normal respiratory flora. Thirty-day postoperative surgical site or lung infections were captured and tracheostomy decannulation rates were obtained for children with at least 12 months of follow-up.

RESULTS

Twenty-seven children obtained presurgical BAL cultures before dsLTR. Median age at reconstruction was 2.9 years (interquartile range: 2.3-3.5) and 89% (24/27) had high grade subglottic stenosis. Positive cultures were obtained in 56% of children (N = 15) with Pseudomonas aeruginosa (40%, 6/15) and methicillin-resistant Staphylococcus aureus (33%, 5/15) the most frequent organisms. All children with positive cultures were treated based on culture and sensitivity data. Postoperative infections developed in 22% (6/27) of children with equal distribution of surgical site and respiratory infections among children with pathogenic bacteria and normal respiratory flora. At 12 months after surgery, the decannulation rate was no different between those treated and not treated for a presurgical positive BAL culture (47% vs. 58%, p = 0.70).

CONCLUSION

Pathogenic bacteria are common in BAL cultures from tracheostomy-dependent children before dsLTR. Treatment keeps respiratory infections and decannulation rates similar to children with negative cultures, suggesting continued benefit of flexible bronchoscopy and BAL in preparation for these surgeries.

[Laryngospasm]

BACKGROUND AND OBJECTIVES

Airways management is fundamental for anesthesiologists, especially during induction of anesthesia and after extubation, when laryngeal spasm is more common. The anesthesiologist should know pharyngeal-laryngeal physiology and the risk factors for airways obstruction, since this is a potentially severe complication with a multifactorial etiology that can develop during anesthesia and whose consequences can be catastrophic. A delay in the diagnosis or treatment and its evolution can lead to hypoxemia, acute pulmonary edema, and, eventually, death of the patient. In this context, the objective of this report was to review the measures that should be taken in cases of laryngospasm because adequate oxygenation and ventilation may be compromised in this situation.

CONTENTS

This review article presents the mechanisms of airways management, discussing the most relevant aspects and etiology, pathophysiology, treatment, and prevention of laryngospasm.

CONCLUSIONS

The literature has several recommendations on the treatment or prevention of laryngospasm, but none of them is completely effective. Due to its severity, further studies on measures to prevent this complication are necessary.

Airway management and anesthesia in neonates, infants and children during endolaryngotracheal surgery

BACKGROUND

Endolaryngotracheal surgery in neonates, infants and children poses a big challenge for both anesthesiologist and surgeon. The narrowness of the airways and the great variability of the pathological lesions necessitate close collaboration between the surgical and the anesthesia team to provide optimal operating conditions and ensure adequate ventilation and oxygenation.

METHODS

Sixty-two anesthetic records of endolaryngotracheal surgical procedures in neonates, infants and children with ASA physical status 1-3 were analyzed retrospectively. Anesthesia was administered as total intravenous anesthesia; propofol supplemented with remifentanil. Ventilation was performed as supraglottic, superimposed high-frequency jet ventilation via jet laryngoscope with integrated jet nozzles.

RESULTS

Age was 58.93 (SD 35.40) months, range 3 weeks to 14 years; body weight 17.83 (SD 8.79) kg, range 2.4-50 kg. The capillary pCO(2) 5 min after the start of the surgical procedure (n = 62) was 40.01 (SD 7.71) mmHg and after 20 min (n = 24) 41.77 (SD 7.12) mmHg. No hypoxemia (oxygen saturation <90%) developed. All patients were hemodynamically stable during jet ventilation. Barotrauma or gas insufflation in the stomach did not occur. No perioperative tracheostomy was necessary. Laryngospasm occurred in one child during emergence from anesthesia. Four infants received postoperative conventional respirator therapy in the ICU overnight.

CONCLUSIONS

Supraglottic superimposed high-/low-frequency jet ventilation via jet laryngoscopes with integrated jet nozzles is a minimally invasive ventilation technique for neonates, infants and children in endolaryngotracheal surgery, which allows an unimpaired operating field for the surgeon especially in LASER surgery.