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1.
JMIR Form Res ; 8: e56674, 2024 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-39378419

RESUMO

BACKGROUND: Pain management is a vital and essential part of postoperative pectus excavatum (PE) care. Given the lack of an international consensus on guidelines for postoperative handling and evaluation, further research is necessary to compare the efficacy of existing pain management methods regarding pain relief, side effects, and long-term outcomes. In this context, the use of eHealth solutions for data mining can enhance data collection efficiency, reduce errors, and improve patient engagement. However, these digital health care frameworks are currently underused in the context of pain management for PE. OBJECTIVE: This research is part of the broader Cryoanalgesia for Pain Management After Pectus Excavatum Repair (COPPER) study conducted by Giannina Gaslini Children's Hospital to address postoperative pain and recovery in PE patients treated with either standard thoracic epidural analgesia or cryoanalgesia, which is considered its innovative alternative approach. Specifically, this work is aimed at introducing a valuable tool for a comprehensive and quantitative comparison of the 2 analgesia strategies. The tool is a web and mobile app designed to facilitate data collection, management, and analysis of clinical data for pain assessment. METHODS: The adopted approach involves a careful design based on clinician input, resulting in an intuitive app structure with 3 main screens. Digital surveys are borrowed from paper surveys, including medical history and preoperative, postoperative, and follow-up evaluations. XTENS 2.0 was used to manage the data, and Ionic facilitated cross-platform app development, ensuring secure and adaptable data handling. RESULTS: Preliminary analysis on a pilot cohort of 72 patients (36 treated with standard therapy and 36 treated with cryoanalgesia) indicated successful patient enrollment and balanced representation across treatment groups and genders. Notably, hospital stay was significantly shorter with cryoanalgesia than with standard therapy (Mann-Whitney-Wilcoxon 2-sided test with Bonferroni correction; P<.001; U statistic=287.5), validating its treatment efficacy. CONCLUSIONS: This work is a step toward modernizing health care through digital transformation and patient-centered models. The app shows promise in streamlined data collection and patient engagement, although improvements in multilingual support, data validation, and incentivization of questionnaire completion are warranted. Overall, this study highlights the potential of digital health solutions in revolutionizing health care practices, fostering patient involvement, and improving care quality.


Assuntos
Manejo da Dor , Dor Pós-Operatória , Procedimentos Cirúrgicos Torácicos , Humanos , Projetos Piloto , Masculino , Feminino , Dor Pós-Operatória/terapia , Procedimentos Cirúrgicos Torácicos/efeitos adversos , Procedimentos Cirúrgicos Torácicos/métodos , Manejo da Dor/métodos , Tórax em Funil/cirurgia , Adolescente , Analgesia/métodos , Internet , Criança , Medição da Dor/métodos , Aplicativos Móveis , Adulto
2.
Anesthesiology ; 2024 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-39283983

RESUMO

BACKGROUND: The TREX (Trial Remifentanil DEXmedetomidine) trial aimed to determine if, in children < 2 years old, low-dose sevoflurane/dexmedetomidine/remifentanil anesthesia (LD-SEVO) is superior to standard dose sevoflurane (STD-SEVO) anesthesia in terms of global cognitive function at 3 years of age. The aim of the present secondary analyses was to compare incidence of intraoperative hypotension and bradycardia, postoperative pain, time to recovery, need for treatment of intraoperative hypotension and bradycardia, incidence of light anesthesia and need for treatment, need for postoperative pain medications, and morbidity and mortality outcomes at 5 days between the two arms. METHODS: This Phase III randomized active controlled, parallel group, assessor blinded, multicenter, superiority trial was performed in 20 centers in Australia, Italy, and the United States. Four hundred and fifty-five infants <2 years of age expected to undergo general anesthesia for at least 2 hours were enrolled. They were randomized between LD-SEVO and STD-SEVO. The short-term perioperative outcomes noted above were compared between these two groups. RESULTS: There was less hypotension (risk difference -11.6%, 95% confidence interval (CI) -18.9% to -4.3%) and more bradycardia (risk difference 18.2%, 95% CI 8.8% to 27.7%) in the LD-SEVO compared to the STD-SEVO arm. There were more patients with episodes of light anesthesia (89 vs. 4), and protocol abandonments (1 vs. 0) in the LD-SEVO arm. Time from eye-opening to Post Anesthesia Care Unit (PACU) discharge was similar in both arms, as were morbidity and mortality. One patient in each arm suffered a life-threatening event but neither suffered long-term sequelae. CONCLUSIONS: These early postoperative results suggest that in children less than 2 years of age receiving greater than 2 hours of general anesthesia, the low-dose sevoflurane/dexmedetomidine/remifentanil anesthesia technique and the standard sevoflurane anesthesia technique are broadly clinically similar, with no clear evidence to support choosing one technique over the other.

3.
J Vasc Access ; : 11297298241256999, 2024 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-38856094

RESUMO

In pediatric patients, the choice of the venous access device currently relies upon the operator's experience and preference and on the local availability of specific resources and technologies. Though, considering the limited options for venous access in children if compared to adults, such clinical choice has a great critical relevance and should preferably be based on the best available evidence. Though some algorithms have been published over the last 5 years, none of them seems fully satisfactory and useful in clinical practice. Thus, the GAVePed-which is the pediatric interest group of the most important Italian group on venous access, GAVeCeLT-has developed a national consensus about the choice of the venous access device in children. After a systematic review of the available evidence, the panel of the consensus (which included Italian experts with documented competence in this area) has provided structured recommendations answering 10 key questions regarding the choice of venous access both in emergency and in elective situations, both in the hospitalized and in the non-hospitalized child. Only statements reaching a complete agreement were included in the final recommendations. All recommendations were also structured as a simple visual algorithm, so as to be easily translated into clinical practice.

6.
Paediatr Anaesth ; 34(6): 495-506, 2024 06.
Artigo em Inglês | MEDLINE | ID: mdl-38462998

RESUMO

BACKGROUND AND OBJECTIVES: Children undergoing airway management during general anesthesia may experience airway complications resulting in a rare but life-threatening situation known as "Can't Intubate, Can't Oxygenate". This situation requires immediate recognition, advanced airway management, and ultimately emergency front-of-neck access. The absence of standardized procedures, lack of readily available equipment, inadequate knowledge, and training often lead to failed emergency front-of-neck access, resulting in catastrophic outcomes. In this narrative review, we examined the latest evidence on emergency front-of-neck access in children. METHODS: A comprehensive literature was performed the use of emergency front-of-neck access (eFONA) in infants and children. RESULTS: Eighty-six papers were deemed relevant by abstract. Finally, eight studies regarding the eFONA technique and simulations in animal models were included. For all articles, their primary and secondary outcomes, their specific animal model, the experimental design, the target participants, and the equipment were reported. CONCLUSION: Based on the available evidence, we propose a general approach to the eFONA technique and a guide for implementing local protocols and training. Additionally, we introduce the application of innovative tools such as 3D models, ultrasound, and artificial intelligence, which can improve the precision, safety, and training of this rare but critical procedure.


Assuntos
Manuseio das Vias Aéreas , Pescoço , Humanos , Criança , Manuseio das Vias Aéreas/métodos , Lactente , Intubação Intratraqueal/métodos , Anestesia Geral/métodos , Pré-Escolar , Pediatria/métodos , Anestesia Pediátrica
7.
Br J Anaesth ; 132(2): 392-406, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38030551

RESUMO

BACKGROUND: Supplemental oxygen administration by apnoeic oxygenation during laryngoscopy for tracheal intubation is intended to prolong safe apnoea time, reduce the risk of hypoxaemia, and increase the success rate of first-attempt tracheal intubation under general anaesthesia. This systematic review examined the efficacy and effectiveness of apnoeic oxygenation during tracheal intubation in children. METHODS: This systematic review and meta-analysis included randomised controlled trials and non-randomised studies in paediatric patients requiring tracheal intubation, evaluating apnoeic oxygenation by any method compared with patients without apnoeic oxygenation. Searched databases were MEDLINE, Embase, Cochrane Library, CINAHL, ClinicalTrials.gov, International Clinical Trials Registry Platform (ICTRP), Scopus, and Web of Science from inception to March 22, 2023. Data extraction and risk of bias assessment followed the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) recommendation. RESULTS: After initial selection of 40 708 articles, 15 studies summarising 9802 children were included (10 randomised controlled trials, four pre-post studies, one prospective observational study) published between 1988 and 2023. Eight randomised controlled trials were included for meta-analysis (n=1070 children; 803 from operating theatres, 267 from neonatal intensive care units). Apnoeic oxygenation increased intubation first-pass success with no physiological instability (risk ratio [RR] 1.27, 95% confidence interval [CI] 1.03-1.57, P=0.04, I2=0), higher oxygen saturation during intubation (mean difference 3.6%, 95% CI 0.8-6.5%, P=0.02, I2=63%), and decreased incidence of hypoxaemia (RR 0.24, 95% CI 0.17-0.33, P<0.01, I2=51%) compared with no supplementary oxygen administration. CONCLUSION: This systematic review with meta-analysis confirms that apnoeic oxygenation during tracheal intubation of children significantly increases first-pass intubation success rate. Furthermore, apnoeic oxygenation enables stable physiological conditions by maintaining oxygen saturation within the normal range. CLINICAL TRIAL REGISTRATION: Protocol registered prospectively on PROSPERO (registration number: CRD42022369000) on December 2, 2022.


Assuntos
Intubação Intratraqueal , Respiração Artificial , Recém-Nascido , Humanos , Criança , Intubação Intratraqueal/efeitos adversos , Intubação Intratraqueal/métodos , Respiração Artificial/efeitos adversos , Hipóxia/prevenção & controle , Hipóxia/etiologia , Oxigenoterapia/efeitos adversos , Oxigênio , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Observacionais como Assunto
8.
Paediatr Anaesth ; 34(3): 225-234, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-37950428

RESUMO

BACKGROUND: Rapid-sequence tracheotomy and scalpel-bougie tracheotomy are two published approaches for establishing emergency front-of-neck access in infants. It is unknown whether there is a difference in performance times and success rates between the two approaches. AIMS: The aim of this cross-over randomized control trial study was to investigate whether the two approaches were equivalent for establishing tracheal access in rabbit cadavers. The underlying hypothesis was that the time to achieve the tracheal access is the same with both techniques. METHODS: Between May and September 2022, thirty physicians (pediatric anesthesiologists and intensivists) were randomized to perform front-of-neck access using one and then the other technique: rapid-sequence tracheotomy and scalpel-bougie tracheotomy. After watching training videos, each technique was practiced four times followed by a final tracheotomy during which study measurements were obtained. Based on existing data, an equivalence margin was set at ∆ = ±10 s for the duration of the procedure. The primary outcome was defined as the duration until tracheal tube placement was achieved successfully. Secondary outcomes included success rate, structural injuries, and subjective participant self-evaluation. RESULTS: The median duration of the scalpel-bougie tracheotomy was 48 s (95% CI: 37-57), while the duration of the rapid-sequence tracheotomy was 59 s (95% CI: 49-66, p = .07). The difference in the median duration between the two approaches was 11 s (95% CI: -4.9 to 29). The overall success rate was 93.3% (95% CI: 83.8%-98.2%). The scalpel-bougie tracheotomy resulted in significantly fewer damaged tracheal rings and was preferred among participants. CONCLUSIONS: The scalpel-bougie tracheotomy was slightly faster than the rapid-sequence tracheotomy and favored by participants, with fewer tracheal injuries. Therefore, we propose the scalpel-bougie tracheostomy as a rescue approach favoring the similarity to the adult approach for small children. The use of a comparable equipment kit for both children and adults facilitates standardization, performance, and logistics. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT05499273.


Assuntos
Manuseio das Vias Aéreas , Traqueostomia , Animais , Humanos , Lactente , Coelhos , Manuseio das Vias Aéreas/métodos , Intubação Intratraqueal/métodos , Pescoço , Traqueostomia/métodos , Traqueotomia/métodos , Estudos Cross-Over
9.
Br J Anaesth ; 132(1): 18-20, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37996274

RESUMO

Preoperative fasting guidelines published in 2022 by the European Society of Anaesthesiology and Intensive Care represent a paradigm shift in the preoperative preparation of children undergoing general anaesthesia. Schmitz and colleagues report the results from a multi-institutional prospective cohort study to determine if application of the recent guidelines increased the risk of regurgitation and pulmonary aspiration. This study provides support for the concept of reducing real fasting times by allowing clear fluids until 1 h before induction of anaesthesia. Although the study cohort was large, further prospective multicentre studies with even greater sample sizes are warranted to provide definitive evidence for the safety of the new fasting rules.


Assuntos
Pneumonia Aspirativa , Criança , Humanos , Estudos Prospectivos , Cuidados Pré-Operatórios/métodos , Complicações Intraoperatórias , Jejum
10.
Br J Anaesth ; 132(1): 124-144, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38065762

RESUMO

Airway management is required during general anaesthesia and is essential for life-threatening conditions such as cardiopulmonary resuscitation. Evidence from recent trials indicates a high incidence of critical events during airway management, especially in neonates or infants. It is important to define the optimal techniques and strategies for airway management in these groups. In this joint European Society of Anaesthesiology and Intensive Care (ESAIC) and British Journal of Anaesthesia (BJA) guideline on airway management in neonates and infants, we present aggregated and evidence-based recommendations to assist clinicians in providing safe and effective medical care. We identified seven main areas of interest for airway management: i) preoperative assessment and preparation; ii) medications; iii) techniques and algorithms; iv) identification and treatment of difficult airways; v) confirmation of tracheal intubation; vi) tracheal extubation, and vii) human factors. Based on these areas, Population, Intervention, Comparison, Outcomes (PICO) questions were derived that guided a structured literature search. GRADE (Grading of Recommendations, Assessment, Development and Evaluation) methodology was used to formulate the recommendations based on those studies included with consideration of their methodological quality (strong '1' or weak '2' recommendation with high 'A', medium 'B' or low 'C' quality of evidence). In summary, we recommend: 1. Use medical history and physical examination to predict difficult airway management (1C). 2. Ensure adequate level of sedation or general anaesthesia during airway management (1B). 3. Administer neuromuscular blocker before tracheal intubation when spontaneous breathing is not necessary (1C). 4. Use a videolaryngoscope with an age-adapted standard blade as first choice for tracheal intubation (1B). 5. Apply apnoeic oxygenation during tracheal intubation in neonates (1B). 6. Consider a supraglottic airway for rescue oxygenation and ventilation when tracheal intubation fails (1B). 7. Limit the number of tracheal intubation attempts (1C). 8. Use a stylet to reinforce and preshape tracheal tubes when hyperangulated videolaryngoscope blades are used and when the larynx is anatomically anterior (1C). 9. Verify intubation is successful with clinical assessment and end-tidal CO2 waveform (1C). 10. Apply high-flow nasal oxygenation, continuous positive airway pressure or nasal intermittent positive pressure ventilation for postextubation respiratory support, when appropriate (1B).


Assuntos
Anestesiologia , Recém-Nascido , Humanos , Manuseio das Vias Aéreas/métodos , Intubação Intratraqueal/métodos , Cuidados Críticos/métodos , Anestesia Geral
11.
Eur J Anaesthesiol ; 41(1): 3-23, 2024 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-38018248

RESUMO

Airway management is required during general anaesthesia and is essential for life-threatening conditions such as cardiopulmonary resuscitation. Evidence from recent trials indicates a high incidence of critical events during airway management, especially in neonates or infants. It is important to define the optimal techniques and strategies for airway management in these groups. In this joint European Society of Anaesthesiology and Intensive Care (ESAIC) and British Journal of Anaesthesia (BJA) guideline on airway management in neonates and infants, we present aggregated and evidence-based recommendations to assist clinicians in providing safe and effective medical care. We identified seven main areas of interest for airway management: i) preoperative assessment and preparation; ii) medications; iii) techniques and algorithms; iv) identification and treatment of difficult airways; v) confirmation of tracheal intubation; vi) tracheal extubation, and vii) human factors. Based on these areas, Population, Intervention, Comparison, Outcomes (PICO) questions were derived that guided a structured literature search. GRADE (Grading of Recommendations, Assessment, Development and Evaluation) methodology was used to formulate the recommendations based on those studies included with consideration of their methodological quality (strong '1' or weak '2' recommendation with high 'A', medium 'B' or low 'C' quality of evidence). In summary, we recommend: 1. Use medical history and physical examination to predict difficult airway management (1С). 2. Ensure adequate level of sedation or general anaesthesia during airway management (1B). 3. Administer neuromuscular blocker before tracheal intubation when spontaneous breathing is not necessary (1С). 4. Use a videolaryngoscope with an age-adapted standard blade as first choice for tracheal intubation (1B). 5. Apply apnoeic oxygenation during tracheal intubation in neonates (1B). 6. Consider a supraglottic airway for rescue oxygenation and ventilation when tracheal intubation fails (1B). 7. Limit the number of tracheal intubation attempts (1C). 8. Use a stylet to reinforce and preshape tracheal tubes when hyperangulated videolaryngoscope blades are used and when the larynx is anatomically anterior (1C). 9. Verify intubation is successful with clinical assessment and end-tidal CO 2 waveform (1C). 10. Apply high-flow nasal oxygenation, continuous positive airway pressure or nasal intermittent positive pressure ventilation for postextubation respiratory support, when appropriate (1B).


Assuntos
Anestesiologia , Recém-Nascido , Lactente , Humanos , Manuseio das Vias Aéreas/métodos , Intubação Intratraqueal/métodos , Anestesia Geral , Cuidados Críticos/métodos
12.
Eur J Anaesthesiol ; 40(12): 936-945, 2023 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-37779460

RESUMO

BACKGROUND: Oesophageal atresia with or without a tracheo-oesophageal fistula is a congenital abnormality that usually requires surgical repair within the first days of life. OBJECTIVE: Description of the perioperative anaesthetic management and outcomes of neonates undergoing surgery for oesophageal atresia with or without a tracheo-oesophageal fistula, included in the 'neonate and children audit of anaesthesia practice in Europe' (NECTARINE) database. DESIGN: Sub-analyses of prospective observational NECTARINE study. SETTING: European multicentre study. PATIENTS: Neonates who underwent surgery for oesophageal atresia with or without a tracheo-oesophageal fistula in the NECTARINE cohort were selected. MAIN OUTCOME MEASURES: Incidence rates with 95% confidence intervals were calculated for peri-operative clinical events which required a predetermined intervention, postoperative complications, and mortality. RESULTS: One hundred and three neonates undergoing a first surgical intervention for oesophageal atresia with or without a tracheo-oesophageal fistula repair were identified. Their median gestational age was 38 weeks with a median birth weight of 2840 [interquartile range 2150 to 3150] grams. Invasive monitoring was used in 66% of the procedures. The incidence of perioperative clinical events was 69% (95% confidence interval 59 to 77%), of 30-day postoperative complications 47% (95% confidence interval 38 to 57%) and the 30- and 90 days mortality rates were 2.1% and 2.6%, respectively. CONCLUSION: Oesophageal atresia with or without a tracheo-oesophageal fistula repair in neonates is associated with a high number of perioperative interventions in response to clinical events, a high incidence of postoperative complications, and a substantial mortality rate.


Assuntos
Anestesia , Anestésicos , Atresia Esofágica , Fístula Traqueoesofágica , Humanos , Lactente , Recém-Nascido , Atresia Esofágica/cirurgia , Atresia Esofágica/complicações , Complicações Pós-Operatórias/epidemiologia , Estudos Prospectivos , Fístula Traqueoesofágica/diagnóstico , Fístula Traqueoesofágica/epidemiologia , Fístula Traqueoesofágica/cirurgia
13.
Front Med (Lausanne) ; 10: 1198078, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37396914

RESUMO

Introduction: Little is known about intraoperative cardiac arrest during anesthesia care. In particular, data on characteristics of cardiac arrest and neurological survival are scarce. Methods: We conducted a single-center retrospective observational study evaluating anesthetic procedures from January 2015 until December 2021. We included patients with an intraoperative cardiac arrest and excluded cardiac arrest outside of the operating room. The primary outcome was the return of spontaneous circulation (ROSC). Secondary outcomes were sustained ROSC over 20 min, 30-day survival, and favorable neurological outcome according to Clinical Performance Category (CPC) 1 and 2. Results: We screened 228,712 anesthetic procedures, 195 of which met inclusion criteria and were analyzed. The incidence of intraoperative cardiac arrest was 90 (CI 95% 78-103) in 100,000 procedures. The median age was 70.5 [60.0; 79.4] years, and two-thirds of patients (n = 135; 69.2%) were male. Most of these patients with cardiac arrest had ASA physical status IV (n = 83; 42.6%) or V (n = 47; 24.1%). Cardiac arrest occurred more frequently (n = 104; 53.1%) during emergency procedures than elective ones (n = 92; 46.9%). Initial rhythm was pre-dominantly non-shockable with pulseless electrical activity mostly. Most patients (n = 163/195, 83.6%; CI 95 77.6-88.5%) had at least one instance of ROSC. Sustained ROSC over 20 min was achieved in most patients with ROSC (n = 147/163; 90.2%). Of the 163 patients with ROSC, 111 (68.1%, CI 95 60.4-75.2%) remained alive after 30 days, and most (n = 90/111; 84.9%) had favorable neurological survival (CPC 1 and 2). Conclusion: Intraoperative cardiac arrest is rare but is more likely in older patients, patients with ASA physical status ≥IV, cardiac and vascular surgery, and emergency procedures. Patients often present with pulseless electrical activity as the initial rhythm. ROSC can be achieved in most patients. Over half of the patients are alive after 30 days, most with favorable neurological outcomes, if treated immediately.

14.
Best Pract Res Clin Anaesthesiol ; 37(1): 63-72, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37295855

RESUMO

Key elements for safe and high-quality care in pediatric anesthesia are personal and institutional competence, perioperative maintenance of physiological homeostasis, prevention, prompt recognition, and appropriate treatment of critical situations as well as the reassurance of the parents and respecting the children's rights. Training in pediatric anesthesia should take place within the framework of harmonized curricular structures. International quality assessment and improvement projects should be encouraged and supported by collaborations. Healthy communication and providing information in a balanced way to the public and all stakeholders is an important task for pediatric anesthesia societies and individuals. The Safetots.org initiative was established to emphasize the role of the conduct of anesthesia to prevent harm, promote quality in the perioperative period, and provide safe and high-quality clinical care. This initiative considers that the prevention of complications and other well-known risk factors of perioperative care, as well as the quality of anesthesia management, have a far more important impact on outcomes following anesthesia and surgery than anesthetic drugs themselves.


Assuntos
Anestesia , Anestesiologia , Anestésicos , Criança , Humanos , Anestesia/efeitos adversos , Fatores de Risco
16.
Br J Anaesth ; 131(1): 20-22, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37183099

RESUMO

Difficult facemask ventilation at induction of general anaesthesia can trigger hypoxaemia and inadequate ventilation if not immediately identified and adequately treated. For this reason, identification of predisposing conditions before induction of anaesthesia and causes of poor facemask ventilation are critical to avoid the subsequent complications. In a recently published secondary analysis of the Paediatric Difficult Intubation (PeDI) registry, the incidence and risk factors for difficult facemask ventilation in children with difficult tracheal intubation was described, as highlighted in the editorial.


Assuntos
Intubação Intratraqueal , Transtornos Respiratórios , Humanos , Criança , Intubação Intratraqueal/efeitos adversos , Máscaras/efeitos adversos , Respiração Artificial/efeitos adversos , Transtornos Respiratórios/etiologia , Anestesia Geral/efeitos adversos
17.
Paediatr Anaesth ; 33(9): 710-719, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37211981

RESUMO

BACKGROUND: Pediatric anesthesia has evolved to a high level of patient safety, yet a small chance remains for serious perioperative complications, even in those traditionally considered at low risk. In practice, prediction of at-risk patients currently relies on the American Society of Anesthesiologists Physical Status (ASA-PS) score, despite reported inconsistencies with this method. AIMS: The goal of this study was to develop predictive models that can classify children as low risk for anesthesia at the time of surgical booking and after anesthetic assessment on the procedure day. METHODS: Our dataset was derived from APRICOT, a prospective observational cohort study conducted by 261 European institutions in 2014 and 2015. We included only the first procedure, ASA-PS classification I to III, and perioperative adverse events not classified as drug errors, reducing the total number of records to 30 325 with an adverse event rate of 4.43%. From this dataset, a stratified train:test split of 70:30 was used to develop predictive machine learning algorithms that could identify children in ASA-PS class I to III at low risk for severe perioperative critical events that included respiratory, cardiac, allergic, and neurological complications. RESULTS: Our selected models achieved accuracies of >0.9, areas under the receiver operating curve of 0.6-0.7, and negative predictive values >95%. Gradient boosting models were the best performing for both the booking phase and the day-of-surgery phase. CONCLUSIONS: This work demonstrates that prediction of patients at low risk of critical PAEs can be made on an individual, rather than population-based, level by using machine learning. Our approach yielded two models that accommodate wide clinical variability and, with further development, are potentially generalizable to many surgical centers.


Assuntos
Prunus armeniaca , Criança , Humanos , Estudos Prospectivos , Aprendizado de Máquina , Estudos Retrospectivos , Medição de Risco
18.
Artigo em Inglês | MEDLINE | ID: mdl-37155203

RESUMO

BACKGROUND: Recent literature on neonatal anesthesia focuses on the importance of keeping physiology within the ranges of normality to improve the long-term neurological outcome. The Neonate and Children audit of Anesthesia pRactice IN Europe (NECTARINE) showed a derangement of one or more than one physiological parameters during anesthesia needing a medical intervention in 35.2% of 6592 anesthesia procedure performed in infants up to 60 weeks postmenstrual age. METHODS: Subanalysis of the Italian NECTARINE cohort providing a snapshot of anesthesia management, incidence of clinical events requiring intervention during anesthesia, and morbidity and mortality at 30 and 90 days. Secondary aim was to compare outcomes between Italy and Europe. RESULTS: Twenty-three Italian centers recruited 501 patients (63% male, 37% female) undergoing 611 procedures (441 surgical and 170 non-surgical) with a mean gestational age at birth of 38 weeks. Events requiring a medical intervention during anesthesia occurred in 177 cases (28.9%), lower than those reported in Europe (35.3%). The majority of events concerned episodes of cardiovascular instability, most commonly due to hypotension. The incidence of mortality at 30 days was 2.7%, consistent with the European incidence. CONCLUSIONS: Anesthetizing neonates is challenging. It is crucial that neonatal anesthesia practice is performed in specialized centers to maximize the potential positive outcome. We recommend a certification of quality for Institutions providing care for very young patients.

19.
Front Neurosci ; 17: 1048278, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37021139

RESUMO

Rett syndrome (RTT) is a rare and severe neurological disorder mainly affecting females, usually linked to methyl-CpG-binding protein 2 (MECP2) gene mutations. Manifestations of RTT typically include loss of purposeful hand skills, gait and motor abnormalities, loss of spoken language, stereotypic hand movements, epilepsy, and autonomic dysfunction. Patients with RTT have a higher incidence of sudden death than the general population. Literature data indicate an uncoupling between measures of breathing and heart rate control that could offer insight into the mechanisms that lead to greater vulnerability to sudden death. Understanding the neural mechanisms of autonomic dysfunction and its correlation with sudden death is essential for patient care. Experimental evidence for increased sympathetic or reduced vagal modulation to the heart has spurred efforts to develop quantitative markers of cardiac autonomic profile. Heart rate variability (HRV) has emerged as a valuable non-invasive test to estimate the modulation of sympathetic and parasympathetic branches of the autonomic nervous system (ANS) to the heart. This review aims to provide an overview of the current knowledge on autonomic dysfunction and, in particular, to assess whether HRV parameters can help unravel patterns of cardiac autonomic dysregulation in patients with RTT. Literature data show reduced global HRV (total spectral power and R-R mean) and a shifted sympatho-vagal balance toward sympathetic predominance and vagal withdrawal in patients with RTT compared to controls. In addition, correlations between HRV and genotype and phenotype features or neurochemical changes were investigated. The data reported in this review suggest an important impairment in sympatho-vagal balance, supporting possible future research scenarios, targeting ANS.

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