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1.
J Bone Joint Surg Am ; 106(8): 700-707, 2024 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-38630054

RESUMO

BACKGROUND: Acute musculoskeletal infection affects >1 in 6,000 children in the United States annually. Magnetic resonance imaging (MRI) is the gold standard for the diagnosis of musculoskeletal infection, but it traditionally requires contrast and anesthesia for children, delaying management. A rapid MRI protocol involves MRI without anesthesia and with limited non-contrast sequences optimized for fluid detection and diffusion-weighted images to identify abscesses. We hypothesized that a rapid MRI protocol would improve imaging and treatment efficiency for pediatric patients undergoing musculoskeletal infection evaluation without substantially affecting accuracy. METHODS: This was a single-center, retrospective study of patients undergoing evaluation for musculoskeletal infection before (60 patients in the traditional cohort [TC]) and after (68 patients in the rapid cohort [RC]) implementation of the rapid MRI protocol. Sociodemographic and clinical variables were extracted from electronic health records, and statistical comparisons were performed. RESULTS: The anesthesia rates were 53% for the TC and 4% for the RC, and the contrast administration rates were 88% for the TC and 0% for the RC. The median time to MRI after ordering was 6.5 hours (95% confidence interval [CI], 5.0 to 8.6 hours) for the TC and 2.2 hours (95% CI, 1.4 to 3.6 hours) for the RC (p < 0.01). The median duration of MRI was 63.2 minutes (95% CI, 56.8 to 69.6 minutes) for the TC and 24.0 minutes (95% CI, 21.1 to 29.5 minutes) for the RC (p < 0.01). The median hospital length of stay was 5.3 days (95% CI, 3.7 to 6.9 days) for the TC and 3.7 days (95% CI, 1.9 to 4.1 days) for the RC (p < 0.01). The median hospital charges were $47,309 (95% CI, $39,137 to $58,769) for the TC and $32,824 (95% CI, $22,865 to $45,339) for the RC (p < 0.01). Only 2 positive cases of musculoskeletal infection in the RC were missed on the initial imaging, but these instances were not attributable to the rapid protocol itself. Although 10 of 68 rapid MRI scans resulted in nondiagnostic outcomes due to patient motion, only 6 of 68 required repeat MRI with anesthesia. CONCLUSIONS: In patients evaluated for musculoskeletal infection, the rapid MRI protocol eliminated contrast and minimized anesthesia while improving MRI access and decreased scan and interpretation times, hospital length of stay, and hospital charges. The rapid MRI protocol had high sensitivity for diagnosing musculoskeletal infection and a low rate of imaging failure. LEVEL OF EVIDENCE: Diagnostic Level III. See Instructions for Authors for a complete description of levels of evidence.


Assuntos
Anestesia , Humanos , Criança , Tempo de Internação , Estudos Retrospectivos , Imageamento por Ressonância Magnética , Hospitais
2.
Ned Tijdschr Geneeskd ; 1682024 Apr 17.
Artigo em Holandês | MEDLINE | ID: mdl-38630094

RESUMO

Shoulder dislocations remain the most frequent of joint dislocations, with anterior displacement of the humeral head being the direction of dislocation seen most often (97%). Recently, the Dutch clinical guideline on shoulder dislocations has been revised on the basis of predetermined bottlenecks in clinical practice. In this paper, the guideline is translated to clinical practice by means of two fictional cases, in which the novel recommendations are incorporated. The following topics were systematically assessed based on the best available scientific evidence: primary diagnostics, reduction techniques, painmedication/ sedation surrounding reduction and the need for physiotherapy, stabilization surgery and immobilization. Also, a best practice care pathway is advocated. Since scientific evidence is often inconclusive to provide undebatable therapeutic rules, the committee graded the available evidence and additionally used expert opinion to carefully draft recommendations. The paper concludes with an overview of all the recommendations stated in the updated multidisciplinary guideline.


Assuntos
Anestesia , Luxações Articulares , Luxação do Ombro , Humanos , Ombro , Luxação do Ombro/terapia , Etnicidade
3.
Methods Mol Biol ; 2794: 281-292, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38630237

RESUMO

Brain magnetic resonance imaging (MRI) is a noninvasive imaging modality that utilizes powerful magnets and radio waves to generate detailed images of the brain, making it a valuable tool for investigating malformations of cortical development (MCD). Various MRI techniques, including 3D T1-weighted, multiplanar thin-sliced T2-weighted, and 3D fluid-attenuated inversion recovery (FLAIR) sequences, can provide high-resolution images with excellent spatial and contrast resolution, allowing for a detailed visualization of cortical anatomy and abnormalities. Almost all MCD can be detected and characterized using MRI. Advanced techniques, such as arterial spin labeling MR perfusion, diffusion tensor imaging (DTI), and functional MRI (fMRI), may be used to improve the detection rate of these malformations and to plan surgery in case of drug-resistant epilepsy. However, there are also limitations related to high cost, relatively low availability, need for sedation or anesthesia, and limited sensitivity for detecting subtle focal cortical malformations. Despite these limitations, brain MRI plays a crucial role in the investigation of MCD, providing valuable information for diagnosis, treatment planning, and patient management.


Assuntos
Anestesia , Malformações do Desenvolvimento Cortical , Humanos , Imagem de Tensor de Difusão , Imageamento por Ressonância Magnética , Análise de Dados , Malformações do Desenvolvimento Cortical/diagnóstico por imagem
4.
Int J Mol Sci ; 25(7)2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38612841

RESUMO

Apart from being a significant line of defense in the host defense system, neutrophils have many immunological functions. Although there are not many publications that accurately present the functions of neutrophils in relation to oncological pathology, their activity and implications have been studied a lot recently. This review aims to extensively describe neutrophils functions'; their clinical implications, especially in tumor pathology; the value of clinical markers related to neutrophils; and the implications of neutrophils in onco-anesthesia. This review also aims to describe current evidence on the influence of anesthetic drugs on neutrophils' functions and their potential influence on perioperative outcomes.


Assuntos
Anestesia , Anestésicos , Neutrófilos , Anestésicos/efeitos adversos , Anestesia/efeitos adversos , Oncologia
5.
Int Wound J ; 21(4): e14809, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38613408

RESUMO

Surgery is a high risk factor for the occurrence of pressure injury (PI). On the basis of theoretical research, pressure and duration of pressure are key factors affecting PI. Pressure is affected by the individual pressure redistribution capacity. So our study aims to explore how the surgery time and pressure intensity affect the occurrence of PI and what are the risk factors. A prospective study. A total of 250 patients who underwent elective surgery in a grade-A general hospital from November 2021 to February 2023 were selected and divided into a group of 77 patients with IAPI (intraoperatively acquired pressure injury) and a group of 173 patients with no IAPI. Visual pressure inductive feedback system and body composition analysis technology were used to record the local pressure value and change of patients before and after anaesthesia. Relevant data of the patients were collected to explore the influencing factors. The maximum pressure and average pressure at the pressure site of the same patient changed before and after anaesthesia, and the pressure after anaesthesia was significantly higher than that before anaesthesia. There was no statistical difference in the average pressure after anaesthesia (p > 0.05), but the maximum pressure in the IAPI group was higher than that in the non-occurrence group (p < 0.05). The average pressure multiplied by the operation time in IAPI group is significantly higher than that in the non-IAPI group (p < 0.01). Multiple linear regression analysis (stepwise regression) showed that fat-free weight, age, waist circumference, body mass index (BMI) and gender were taken as independent variables into the regression model, affecting the maximum pressure. In addition, operation time ≥4 h may be a high risk factor for IAPI. In future studies, more objective research tools can be applied to improve the accuracy of predicting the risk of IAPI. In addition to gender and BMI, follow-up studies may consider including measures such as waist circumference and fat-free body weight in IAPI risk assessment to guide the clinical nursing work more scientifically.


Assuntos
Anestesia , Lesão por Pressão , Humanos , Estudos Prospectivos , Lesão por Pressão/etiologia , Índice de Massa Corporal , Hospitais Gerais
7.
Anaesthesiologie ; 73(4): 223-231, 2024 Apr.
Artigo em Alemão | MEDLINE | ID: mdl-38568253

RESUMO

The limitations and disadvantages of opioids in anesthesia are very well known but the advantages combined with a lack of effective alternatives even now still prevents refraining from using opioids as part of an adequate pain therapy. For decades, pain research has had the declared goal of replacing opioids with new substances which have no serious side effects; however, currently this goal seems to be a long way off. Due to the media coverage of the "opioid crisis" in North America, the use of opioids for pain management is also increasingly being questioned by the patients. Measures to contain this crisis are only slowly taking effect in view of the increasing number of deaths, which is why the triggers are still being sought. The perioperative administration of opioids is not only a possible gateway to addiction and abuse but it can also cause outcome-relevant complications, such as respiratory depression, postoperative nausea and vomiting and an increase in postoperative pain. Therefore, these considerations gave rise to the idea of an opioid-free anesthesia (OFA), i.e., opioids are not administered as part of anesthesia to carry out surgical procedures. Although this idea may make sense at first glance, a rapid introduction of this concept appears to be risky as it entails significant changes for the entire anesthesiological management. Based on relatively robust data from clinical studies, this concept can now be evaluated and discussed not only emotionally but also objectively. This review article presents arguments for or against the complete avoidance of intraoperative or even perioperative opioids. The current conditions in Germany are primarily taken into account, so that the perioperative pain therapy is transferable to the established standards. The results from current clinical studies on the implementation of an opioid-free anesthesia are summarized and discussed.


Assuntos
Analgesia , Anestesia , Humanos , Analgésicos Opioides/efeitos adversos , Anestesia/métodos , Manejo da Dor/métodos , Dor Pós-Operatória/tratamento farmacológico , Analgesia/métodos
8.
Front Immunol ; 15: 1386382, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38585270

RESUMO

Xenotransplantation is emerging as a vital solution to the critical shortage of organs available for transplantation, significantly propelled by advancements in genetic engineering and the development of sophisticated immunosuppressive treatments. Specifically, the transplantation of kidneys from genetically engineered pigs into human patients has made significant progress, offering a potential clinical solution to the shortage of human kidney supply. Recent trials involving the transplantation of these modified porcine kidneys into deceased human bodies have underscored the practicality of this approach, advancing the field towards potential clinical applications. However, numerous challenges remain, especially in the domains of identifying suitable donor-recipient matches and formulating effective immunosuppressive protocols crucial for transplant success. Critical to advancing xenotransplantation into clinical settings are the nuanced considerations of anesthesia and surgical practices required for these complex procedures. The precise genetic modification of porcine kidneys marks a significant leap in addressing the biological and immunological hurdles that have traditionally challenged xenotransplantation. Yet, the success of these transplants hinges on the process of meticulously matching these organs with human recipients, which demands thorough understanding of immunological compatibility, the risk of organ rejection, and the prevention of zoonotic disease transmission. In parallel, the development and optimization of immunosuppressive protocols are imperative to mitigate rejection risks while minimizing side effects, necessitating innovative approaches in both pharmacology and clinical practices. Furthermore, the post-operative care of recipients, encompassing vigilant monitoring for signs of organ rejection, infectious disease surveillance, and psychological support, is crucial for ensuring post-transplant life quality. This comprehensive care highlights the importance of a multidisciplinary approach involving transplant surgeons, anesthesiologists, immunologists, infectiologists and psychiatrists. The integration of anesthesia and surgical expertise is particularly vital, ensuring the best possible outcomes of those patients undergoing these novel transplants, through safe procedural practices. As xenotransplantation moving closer to clinical reality, establishing consensus guidelines on various aspects, including donor-recipient selection, immunosuppression, as well as surgical and anesthetic management of these transplants, is essential. Addressing these challenges through rigorous research and collective collaboration will be the key, not only to navigate the ethical, medical, and logistical complexities of introducing kidney xenotransplantation into mainstream clinical practice, but also itself marks a new era in organ transplantation.


Assuntos
Anestesia , Transplante de Órgãos , Animais , Humanos , Suínos , Transplante Heterólogo/efeitos adversos , Zoonoses , Rim , Imunossupressores
9.
Plant Signal Behav ; 19(1): 2339574, 2024 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-38601988

RESUMO

The giant (2-3 × 10-2 m long) internodal cells of the aquatic plant, Chara, exhibit a rapid (>100 × 10-6 m s-1) cyclic cytoplasmic streaming which stops in response to mechanical stimuli. Since the streaming - and the stopping of streaming upon stimulation - is easily visible with a stereomicroscope, these single cells are ideal tools to investigate mechanosensing in plant cells, as well as the potential for these cells to be anesthetized. We found that dropping a steel ball (0.88 × 10-3 kg, 6 × 10-3 m in diameter) through a 4.6 cm long tube (delivering ca. 4 × 10-4 J) reliably induced mechanically-stimulated cessation of cytoplasmic streaming. To determine whether mechanically-induced cessation of cytoplasmic streaming in Chara was sensitive to anesthesia, we treated Chara internodal cells to volatilized chloroform in a 9.8 × 10-3 m3 chamber for 2 minutes. We found that low doses (15,000-25,000 ppm) of chloroform did not always anesthetize cells, whereas large doses (46,000 and higher) proved lethal. However, 31,000 ppm chloroform completely, and reversibly, anesthetized these cells in that they did not stop cytoplasmic streaming upon mechanostimulation, but after 24 hours the cells recovered their sensitivity to mechanostimulation. We believe this single-cell model will prove useful for elucidating the still obscure mode of action of volatile anesthetics.


Assuntos
Anestesia , Chara , Clorofórmio , Corrente Citoplasmática/fisiologia
10.
A A Pract ; 18(4): e01776, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38569153

RESUMO

Propofol anesthesia may impact a patient's sleep quality in the immediate postprocedure timeframe. We describe a 24-year-old man presenting for gastrostomy-jejunostomy tube replacement who reported debilitating sleep-onset disturbances after 3 previous anesthetic exposures for the same procedure. Review of the patient's records revealed the recurring use of propofol infusion. We proposed using dexmedetomidine infusion to potentially avoid another extended sleep disturbance. Following a dexmedetomidine-centered plan, the patient reported experiencing his usual sleep pattern without side-effects for 5 consecutive days postprocedure. This case highlights the potential for propofol-induced sleep disturbance in the ambulatory setting, which may be avoided with dexmedetomidine administration.


Assuntos
Anestesia , Anestésicos , Dexmedetomidina , Propofol , Masculino , Humanos , Adulto Jovem , Adulto , Propofol/efeitos adversos , Dexmedetomidina/uso terapêutico , Sono
11.
Br J Hosp Med (Lond) ; 85(3): 1-2, 2024 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-38557090

RESUMO

Although nitrous oxide is widely used for analgesia and anxiolysis, its use is under scrutiny because of concerns about its environmental impact and potential implications for mental health. This article discusses the advantages and disadvantages of this agent.


Assuntos
Analgesia , Anestesia , Anestésicos , Humanos , Óxido Nitroso , Dor/tratamento farmacológico
12.
AANA J ; 92(2): 131-138, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38564209

RESUMO

Substance use disorder (SUD) is a persistent, relapsing condition that is present in approximately 10% of anesthesia providers, who, compared with other healthcare providers, face a greater risk of developing an SUD by virtue of constant access to medications. The ability of certified registered nurse anesthesiologists (CRNAs) to obtain or maintain employment after treatment for SUD treatment is not well documented. The purpose of this qualitative study was to explore challenges encountered by CRNAs in recovery as they attempt to reenter practice following SUD treatment. The phenomenon was explored through multiple-case study, using qualitative semistructured interviews with participants in four cases: CRNAs in recovery, CRNA colleagues, CRNA employers, and professional health program employees. Thirty-six participants conveyed their perspectives about challenges that CRNAs in recovery face upon reentry into practice following SUD treatment. The Worker Well-Being conceptual model was used to guide this study. The study revealed that more SUD education is a key facilitator for reentry, risk of relapse was a major concern, and stigma was the most significant barrier for CRNAs in recovery. Stigma persists as a considerable barrier in many facets of SUD, contributing to an increase in shame associated with having the disease.


Assuntos
Anestesia , Anestesiologia , Humanos , Enfermeiras Anestesistas , RNA Complementar , Anestesiologistas
13.
AANA J ; 92(2): 93-103, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38564205

RESUMO

Improvement to anesthesia medication safety is a useful and worthwhile area of research. Anesthesia is one of the few healthcare professions to have immediate access to compounding and label high-hazard medications at the bedside. There is a need to assess the perceptions of anesthesia medication safety and this relationship with pharmacopeia's updated recommendations for anesthesia to improve medication safety and prevent adverse drug events. Certified registered nurse anesthetist (CRNA) perceptions of medication safety climate in Florida were measured utilizing a validated Likert-scale that merged the Attitudes Questionnaire themes of teamwork, climate, safety climate, job satisfaction, stress recognition, perceptions of management, and working. The Agency for Healthcare Research and Quality Hospital Survey on Patient Safety Culture themes utilized were organizational learning, error communication, and support for patient safety. The overall email invitations delivered 5,890, 524 participants voluntarily started, and 401 completed the questionnaire resulting in a 77% completion rate. The overall response rate was 8.896% and 6.8% overall completion rate. The findings demonstrate a correlation between themes related to supportive organizational learning, stress reduction, positive changes, and creating anesthesia medication quality improvements. CRNAs' openness in adopting new pharmacopeia best practice recommendations can improve anesthesia medication safety delivery. The survey indicated clinical noteworthiness that supports the importance of additional examination of frontline providers' perceptions regarding anesthesia medication safety, buy-in, and adoption of updated pharmacopeia recommendations.


Assuntos
Anestesia , Anestesiologia , Estados Unidos , Humanos , Comunicação , Pessoal de Saúde , Satisfação no Emprego
14.
AANA J ; 92(2): 115-120, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38564207

RESUMO

Oropharyngeal airways (OPA) or nasopharyngeal airways (NPA) sometimes require chin-lift or jaw-thrust (CLJT) maneuvers to relieve airway obstruction which creates the burden of continuous hands-on care by the anesthesia provider. A new distal pharyngeal airway device (DPA) was used on 63 successive ambulatory surgery patients to assess the frequency of patients requiring manual CLJT maneuvers to prevent airway obstruction. Results were then compared with a contemporaneous group of patients who had used OPA or NPA devices for similar procedures. Patients using the DPA had a 38.5% lower rate of CLJT maneuvers compared with the combined OPA/NPA groups (22.2% of 63 vs. 60.7% of 163, P ≤ .001). Moreover, the results for the DPA group were close to those of the natural airway group (22.2% of 62 vs. 24.8% of 233, P = .66) Results were similar for a sub-set of the above groups who required deep sedation or deep extubation. CLJT maneuvers were common in this ambulatory surgery setting. The new DPA device was associated with a reduced need for such manual maneuvers when compared with similar patients who received OPA or NPA devices and is comparable with the rate for natural airways.


Assuntos
Obstrução das Vias Respiratórias , Anestesia , Anestesiologia , Humanos , Queixo , Extubação
15.
AANA J ; 92(2): 121-130, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38564208

RESUMO

Although some researchers have reported health-related benefits of marijuana, others have reported adverse side effects in nearly every organ system. Patterns of marijuana use are evolving, as is researchers' understanding of marijuana use for healthcare. Despite these findings and developments, nurse anesthetists are inadequately educated about marijuana's perioperative effects on endosurgical patients. As a result, many nurse anesthetists lack confidence in and knowledge of the perioperative care of endosurgical patients under the influence of marijuana. This lack of confidence and knowledge limits the ability of nurse anesthetists to provide optimal care, threatens patient safety, and potentially impairs surgical outcomes. To improve the confidence and perceived knowledge of certified registered nurse anesthetists (CRNAs) regarding perioperative care of endosurgical patients who use marijuana, a quality improvement project was conducted in a metropolitan endosurgical center in California. After the project, participating CRNAs (N = 15) reported increased confidence (z = -0.982; P = .325, > .05) and significantly improved perceived knowledge (z = -3.04; P = .002, < .05) regarding care of patients who use marijuana. For endosurgical patients who used marijuana prior to their procedure, knowledgeable and confident anesthesia care for the side effects of marijuana substantially improved the quality of care, communication, and reduced cancellations.


Assuntos
Anestesia , Cannabis , Uso da Maconha , Humanos , Enfermeiras Anestesistas , Melhoria de Qualidade
16.
AANA J ; 92(2): 139-143, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38564210

RESUMO

Administration of succinylcholine to patients with a variant in the butyrylcholinesterase (BChE) gene increases the risk of anesthesia emergence prior to recovery from neuromuscular blockade (NMB). Application of quantitative neuromuscular monitoring (NMM) can identify residual NMB. We present two patients with abnormal BChE gene variants. In the first case, quantitative monitoring was applied too late to prevent awareness, but allowed diagnosis and prevented admission to the intensive care unit. In the second case, monitoring was applied prior to NMB, which enabled early diagnosis and prevented premature awakening from anesthesia. These cases illustrate the importance of quantitative NMM, even in short cases and with short-acting depolarizing agents such as succinylcholine. The clinical implications of this report include a more consistent use of NMM to identify and manage patients with undiagnosed abnormal BChE and to prevent premature anesthesia emergence.


Assuntos
Anestesia , Butirilcolinesterase , Humanos , Butirilcolinesterase/genética , Monitoração Neuromuscular , Succinilcolina , Diagnóstico Precoce
17.
J Cardiothorac Surg ; 19(1): 172, 2024 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-38570837

RESUMO

OBJECTIVE: To review and analyze the airway and anesthesia management methods for patients who underwent endoscopic closure of tracheoesophageal fistula (TEF) and to summarize the experience of intraoperative airway management. METHOD: We searched the anesthesia information system of the First Affiliated Hospital of Nanjing Medical University for anesthesia cases of TEF from July 2020 to July 2023 and obtained a total of 34 anesthesia records for endoscopic TEF occlusion. The intraoperative airway management methods and vital signs were recorded, and the patients' disease course and follow-up records were analyzed and summarized. RESULTS: The airway management strategies used for TEF occlusion patients included nasal catheter oxygen (NCO, n = 5), high-flow nasal cannula oxygen therapy (HFNC, n = 4) and tracheal intubation (TI, n = 25). The patients who underwent tracheal intubation with an inner diameter of 5.5 mm had stable hemodynamics and oxygenation status during surgery, while intravenous anesthesia without intubation could not effectively inhibit the stress response caused by occluder implantation, which could easily cause hemodynamic fluctuations, hypoxemia, and carbon dioxide accumulation. Compared with those in the TI group, the NCO group and the HFNC group had significantly longer surgical times, and the satisfaction score of the endoscopists was significantly lower. In addition, two patients in the NCO group experienced postoperative hypoxemia. CONCLUSION: During the anesthesia process for TEF occlusions, a tracheal catheter with an inner diameter of 5.5 mm can provide a safe and effective airway management method.


Assuntos
Anestesia , Fístula Traqueoesofágica , Humanos , Fístula Traqueoesofágica/cirurgia , Fístula Traqueoesofágica/etiologia , Estudos Retrospectivos , Intubação Intratraqueal/efeitos adversos , Oxigênio , Hipóxia/complicações , Anestesia/efeitos adversos
18.
BMC Anesthesiol ; 24(1): 136, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38594630

RESUMO

BACKGROUND: Adequate preoperative evaluation of the post-intubation hemodynamic instability (PIHI) is crucial for accurate risk assessment and efficient anesthesia management. However, the incorporation of this evaluation within a predictive framework have been insufficiently addressed and executed. This study aims to developed a machine learning approach for preoperatively and precisely predicting the PIHI index values. METHODS: In this retrospective study, the valid features were collected from 23,305 adult surgical patients at Peking Union Medical College Hospital between 2012 and 2020. Three hemodynamic response sequences including systolic pressure, diastolic pressure and heart rate, were utilized to design the post-intubation hemodynamic instability (PIHI) index by computing the integrated coefficient of variation (ICV) values. Different types of machine learning models were constructed to predict the ICV values, leveraging preoperative patient information and initiatory drug infusion. The models were trained and cross-validated based on balanced data using the SMOTETomek technique, and their performance was evaluated according to the mean absolute error (MAE), root mean square error (RMSE), mean absolute percentage error (MAPE) and R-squared index (R2). RESULTS: The ICV values were proved to be consistent with the anesthetists' ratings with Spearman correlation coefficient of 0.877 (P < 0.001), affirming its capability to effectively capture the PIHI variations. The extra tree regression model outperformed the other models in predicting the ICV values with the smallest MAE (0.0512, 95% CI: 0.0511-0.0513), RMSE (0.0792, 95% CI: 0.0790-0.0794), and MAPE (0.2086, 95% CI: 0.2077-0.2095) and the largest R2 (0.9047, 95% CI: 0.9043-0.9052). It was found that the features of age and preoperative hemodynamic status were the most important features for accurately predicting the ICV values. CONCLUSIONS: Our results demonstrate the potential of the machine learning approach in predicting PIHI index values, thereby preoperatively informing anesthetists the possible anesthetic risk and enabling the implementation of individualized and precise anesthesia interventions.


Assuntos
Anestesia , Hemodinâmica , Adulto , Humanos , Estudos Retrospectivos , Intubação Intratraqueal , Aprendizado de Máquina
19.
Biomed Phys Eng Express ; 10(3)2024 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-38565093

RESUMO

To treat diseases associated with vagal nerve control of peripheral organs, it is necessary to selectively activate efferent and afferent fibers in the vagus. As a result of the nerve's complex anatomy, fiber-specific activation proves challenging. Spatially selective neuromodulation using micromagnetic stimulation(µMS) is showing incredible promise. This neuromodulation technique uses microcoils(µcoils) to generate magnetic fields by powering them with a time-varying current. Following the principles of Faraday's law of induction, a highly directional electric field is induced in the nerve from the magnetic field. In this study on rodent cervical vagus, a solenoidalµcoil was oriented at an angle to left and right branches of the nerve. The aim of this study was to measure changes in the mean arterial pressure (MAP) and heart rate (HR) followingµMS of the vagus. Theµcoils were powered by a single-cycle sinusoidal current varying in pulse widths(PW = 100, 500, and 1000µsec) at a frequency of 20 Hz. Under the influence of isoflurane,µMS of the left vagus at 1000µsec PW led to an average drop in MAP of 16.75 mmHg(n = 7). In contrast,µMS of the right vagus under isoflurane resulted in an average drop of 11.93 mmHg in the MAP(n = 7). Surprisingly, there were no changes in HR to either right or left vagalµMS suggesting the drop in MAP associated with vagusµMS was the result of stimulation of afferent, but not efferent fibers. In urethane anesthetized rats, no changes in either MAP or HR were observed uponµMS of the right or left vagus(n = 3). These findings suggest the choice of anesthesia plays a key role in determining the efficacy ofµMS on the vagal nerve. Absence of HR modulation uponµMS could offer alternative treatment options using VNS with fewer heart-related side-effects.


Assuntos
Anestesia , Isoflurano , Ratos , Animais , Isoflurano/farmacologia , Nervo Vago/fisiologia , Coração , Frequência Cardíaca/fisiologia
20.
Rev. esp. anestesiol. reanim ; 71(4): 317-323, abril 2024. ilus, tab
Artigo em Espanhol | IBECS | ID: ibc-232127

RESUMO

La anestesia neuroaxial en pacientes portadores de dispositivos de derivación de líquido cefalorraquídeo (LCR) se ha asociado clásicamente a un alto riesgo de complicaciones. Con el fin de recabar toda la evidencia disponible, se realizó una búsqueda estructurada de los trabajos publicados en usuarios portadores de estos dispositivos, sometidos a algún tipo de técnica neuroaxial para procedimientos obstétricos o quirúrgicos no relacionados con el mismo, valorando la eficacia de la técnica y las complicaciones perioperatorias. Solo se encontraron series de casos y casos clínicos (n = 72). Se identificó uno de insuficiente cobertura anestésica, que precisó una modificación de la técnica, así como una complicación intraoperatoria con compromiso de seguridad para el sujeto. No se describió ningún caso de infección ni disfunciones posoperatorias del dispositivo relacionadas con el método anestésico. La evidencia hallada es escasa y de baja calidad, lo que no permite establecer conclusiones significativas, aunque los pacientes podrían beneficiarse de una valoración individualizada. (AU)


Neuraxial anesthesia in patients with cerebrospinal fluid (CSF) shunt devices has traditionally been associated with a high risk of complications. In order to gather all available evidence, a structured search was conducted to include published studies involving users of these devices, undergoing any form of neuraxial technique for obstetric or surgical procedures unrelated to them. Effectiveness of the technique and perioperative complications were assessed. Only case series and case reports (n = 72) were identified. One patient was found to have insufficient anesthetic coverage, necessitating a modification of the technique, and another one had an intraoperative complication which compromised the subject's safety. No infection events or postoperative device dysfunction related to the anesthetic method were described. The evidence found is scarce and of low quality, preventing the establishment of significant conclusions. Nevertheless, patients may obtain benefit from an individualized evaluation. (AU)


Assuntos
Humanos , Líquido Cefalorraquidiano , Hidrocefalia , Anestesia Epidural , Anestesia
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