Advances in pediatric perioperative care using artificial intelligence.

PURPOSE OF THIS REVIEW: This article explores how artificial intelligence (AI) can be used to evaluate risks in pediatric perioperative care. It will also describe potential future applications of AI, such as models for airway device selection, controlling anesthetic depth and nociception during surgery, and contributing to the training of pediatric anesthesia providers. RECENT FINDINGS: The use of AI in healthcare has increased in recent years, largely due to the accessibility of large datasets, such as those gathered from electronic health records. Although there has been less focus on pediatric anesthesia compared to adult anesthesia, research is on- going, especially for applications focused on risk factor identification for adverse perioperative events. Despite these advances, the lack of formal external validation or feasibility testing results in uncertainty surrounding the clinical applicability of these tools. SUMMARY: The goal of using AI in pediatric anesthesia is to assist clinicians in providing safe and efficient care. Given that children are a vulnerable population, it is crucial to ensure that both clinicians and families have confidence in the clinical tools used to inform medical decision- making. While not yet a reality, the eventual incorporation of AI-based tools holds great potential to contribute to the safe and efficient care of our patients.

Trends and bibliometric analysis on pediatric anesthesia from 2002 to 2022: A review.

Pediatric anesthesia is one of the most concerning topics in our society. However, there is still a lack of a comprehensive overview of the research base and of future trends. This study aimed to guide beginners quickly learn the academic research on pediatric anesthesia and do their own studies by analyzing the articles of this field in the latest 21 years through bibliometric analysis. Literature scanning was conducted with the Web of Science database. Microsoft Excel, SPSS, VOSviewer, and CiteSpace were in this review. There was an increasing trend of articles on pediatric anesthesia, based on the analysis of 11,591 included articles. The top 3 most productive countries were the United States of America (4538), Canada (730) and Turkey (688). The most productive institutions were Boston Childrens hospital, Childrens Hospital Philadelphia and Ohio State University. Tobias, Joseph D (141), Kim, Hee-Soo (40) and Curley, Martha A Q (38) were the most active authors. Habre W (2017), Gross JB (2002) and Cravero JP (2009) are the articles cited more than 100 times during the analysis years. Anesthesia and Analgesia, Anesthesiology, Pediatric Anesthesia, were the core journals in this field. Cohort, simulation, sleep, postoperative complication are strongest burst keywords in recent years. This article summarizes the authoritative institutions, authors, literatures and frontier hotspots on pediatric anesthesia. Itwill be a valuable literature review and help beginners to quickly get started in the field, reduce unnecessary clueless and aimless learning, and greatly improve learning efficiency.

El cáncer de mama desde anestesia / Breast cancer from the perspective of anesthesia

Este trabajo se basa en una revisión de los aspectos más relevantes en la cirugía del cáncer de mama desde el punto de vista de la anestesiología. El objetivo principal fue describir la evidencia científica actualizada relacionada con el tema, y analizar críticamente sus conclusiones. Centramos nuestro interés en tres aspectos fundamentales: la valoración y optimización preoperatoria de los pacientes, las diferentes opciones de técnicas analgésicas a nuestro alcance, y la posible relación de la técnica anestésica empleada y el pronóstico a largo plazo de la enfermedad. Para ello se realizó una búsqueda en PubMed y la Librería Cochrane de los artículos que los autores consideraron relevantes para el tema. Tras su análisis, podemos extraer una serie de conclusiones: es fundamental el manejo multidisciplinar de las pacientes, de manera que la preparación antes de la cirugía sea la mejor posible; las técnicas analgésicas son diversas, aunque los últimos estudios parecen apoyar las técnicas de bloqueos regionales sin mostrar un claro beneficio a largo plazo; finalmente, la relación de los tipos de fármacos anestésicos con la recidiva y crecimiento tumoral está en estudio, por lo que los datos deben interpretarse con cautela. (AU)

This article is based on a review of the most relevant aspects of breast cancer surgery from the point of view of anaesthesiology. The main objective was to describe the updated scientific evidence related to the topic, and to critically analyse its conclusions. The article focuses on three main aspects: preoperative assessment and patient optimisation, the various options available for analgesic techniques, and the possible relationship between the anaesthetic technique used and the long-term prognosis of the disease. To do this, a search was carried out in PubMed and the Cochrane Library for articles that the authors considered relevant to the topic.Analysis of these articles led to a series of conclusions: multidisciplinary management of patients is essential to optimize presurgical preparation; analgesic techniques are diverse, although the latest studies seem to support regional blocking techniques without showing a clear long-term benefit; finally, the relationship of the types of anaesthetic drugs with tumour recurrence and growth is under study and therefore data should be interpreted with caution. (AU)

Principles of environmentally-sustainable anaesthesia: a global consensus statement from the World Federation of Societies of Anaesthesiologists.

The Earth's mean surface temperature is already approximately 1.1°C higher than pre-industrial levels. Exceeding a mean 1.5°C rise by 2050 will make global adaptation to the consequences of climate change less possible. To protect public health, anaesthesia providers need to reduce the contribution their practice makes to global warming. We convened a Working Group of 45 anaesthesia providers with a recognised interest in sustainability, and used a three-stage modified Delphi consensus process to agree on principles of environmentally sustainable anaesthesia that are achievable worldwide. The Working Group agreed on the following three important underlying statements: patient safety should not be compromised by sustainable anaesthetic practices; high-, middle- and low-income countries should support each other appropriately in delivering sustainable healthcare (including anaesthesia); and healthcare systems should be mandated to reduce their contribution to global warming. We set out seven fundamental principles to guide anaesthesia providers in the move to environmentally sustainable practice, including: choice of medications and equipment; minimising waste and overuse of resources; and addressing environmental sustainability in anaesthetists' education, research, quality improvement and local healthcare leadership activities. These changes are achievable with minimal material resource and financial investment, and should undergo re-evaluation and updates as better evidence is published. This paper discusses each principle individually, and directs readers towards further important references.

Development, Validation, and Results of a Survey of Personal Electronic Device Use Among 299 Anesthesia Providers From a Single Institution.

BACKGROUND: The pattern of perioperative use of personal electronic devices (PEDs) among anesthesia providers in the United States is unknown. METHODS: We developed a 31-question anonymous survey of perioperative PED use that was sent to 813 anesthesiologists, anesthesiology residents, and certified registered nurse anesthetists at 3 sites within one health system. The electronic survey assessed patterns of PED use inside the operating room (OR), outside the OR, and observed in others. Questions were designed to explore the various purposes for PED use, the potential impact of specific hospital policies or awareness of medicolegal risk on PED use, and whether PED was a source of perioperative distraction. RESULTS: The overall survey response rate was 36.8% (n = 299). With regard to often/frequent PED activity inside the OR, 24% reported texting, 5% reported talking on the phone, and 11% reported browsing on the Internet. With regard to often/frequent PED activity outside the OR, 88% reported texting, 26% reported talking on the phone, and 63% reported browsing the Internet. With regard to often/frequent PED activity observed in others, 52% reported others texting, 14% reported others talking on the phone, and 34% reported others browsing the Internet. Two percent of respondents self-reported a distraction compared to 15% who had observed a distraction in others. Eighty percent of respondents recognized PED as a potential distraction for patient safety. CONCLUSIONS: Our data reinforce that PED use is prevalent among anesthesia providers.

The Effects of Coronavirus Disease 2019 on Pediatric Anesthesiologists: A Survey of the Members of the Society for Pediatric Anesthesia.

BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic has affected the personal and professional lives of all health care workers. Anesthesiologists frequently perform virus-aerosolizing procedures (eg, intubation and extubation) that place them at increased risk of infection. We sought to determine how the initial COVID-19 outbreak affected members of the Society for Pediatric Anesthesia (SPA) on both personal and professional levels. Specifically, we examined the potential effects of gender and age on personal stress, burnout, sleep deprivation, anxiety, depression, assessed job satisfaction, and explored financial impact. METHODS: After receiving approval from the SPA Committees for Research and Quality and Safety and the Colorado Multiple Institutional Review Board, we e-mailed a questionnaire to all 3245 SPA members. The survey included 22 questions related to well-being and 13 questions related to effects of COVID-19 on current and future practice, finances, retirement planning, academic time and productivity, and clinical and home responsibilities. To address low initial response rates and quantify nonresponse bias, we sent a shortened follow-up survey to a randomly selected subsample (n = 100) of SPA members who did not respond to the initial survey. Response differences between the 2 cohorts were determined. RESULTS: A total of 561 (17%) members responded to the initial questionnaire. Because of COVID-19, 21.7% of respondents said they would change their clinical responsibilities, and 10.6% would decrease their professional working time. Women were more likely than men to anticipate a future COVID-19-related job change (odds ratio [OR] = 1.92, 95% confidence interval [CI], 1.12-2.63; P = .011), perhaps because of increased home responsibilities (OR = 2.63, 95% CI, 1.74-4.00; P < .001). Additionally, 14.2% of respondents planned to retire early, and 11.9% planned to retire later. Women and non-White respondents had higher likelihoods of burnout on univariate analysis (OR = 1.75, 95% CI, 1.06-2.94, P = .026 and OR = 1.82, 95% CI, 1.08-3.04, P = .017, respectively), and 25.1% of all respondents felt socially isolated. In addition, both changes in retirement planning and future occupational planning were strongly associated with total job satisfaction scores (both P < .001). CONCLUSIONS: The COVID-19 pandemic has affected the personal and professional lives of pediatric anesthesiologists, albeit not equally, as women and non-Whites have been disproportionately impacted. The pandemic has significantly affected personal finances, home responsibilities, and retirement planning; reduced clinical and academic practice time and responsibilities; and increased feelings of social isolation, stress, burnout, and depression/anxiety.

Oxygen sensing, anaesthesia and critical care: a narrative review.

In 2019, the scientists who discovered how cells sense and adapt to oxygen availability were awarded the Nobel Prize. This elegant sensing pathway is conserved throughout evolution, and it underpins the physiology and pathology that we, as clinicians in anaesthesia and critical care, encounter on a daily basis. The purpose of this review is to bring hypoxia-inducible factor, and the oxygen-sensing pathway as a whole, to the wider clinical community. We describe how this unifying mechanism was discovered, and how it orchestrates diverse changes such as erythropoiesis, ventilatory acclimatisation, pulmonary vascular remodelling and altered metabolism. We explore the lessons learnt from genetic disorders of oxygen sensing, and the wider implications in evolution of all animal species, including our own. Finally, we explain how this pathway is relevant to our clinical practice, and how it is being manipulated in new treatments for conditions such as cancer, anaemia and pulmonary hypertension.

The Evolution of the Anesthesia Patient Safety Movement in America: Lessons Learned and Considerations to Promote Further Improvement in Patient Safety.

Ellison C. Pierce, Jr., M.D., and a small number of specialty leaders and scientists formed a remarkable, diverse team in the mid-1980s to address a dual crisis: a safety crisis for anesthetized patients and a medical malpractice insurance crisis for anesthesiologists. This cohesive team's efforts led to the formation of the Anesthesia Patient Safety Foundation, the American Society of Anesthesiologists's Committees on Standards of Care and on Patient Safety and Risk Management, and the society's Closed Claims Project. The commonality of leaders and members of the Anesthesia Patient Safety Foundation and American Society of Anesthesiologists initiatives provided the strong coordination needed for their efforts to effect change, introduce standards of care and practice parameters, obtain financial support needed to grow patient safety-oriented new knowledge, integrate industry and other relevant leaders outside of anesthesiology, and involve all anesthesia professions. By implementing successful patient safety initiatives, they promoted the recognition that anesthesiology and patient safety are inextricably linked.

Patients, procedures, and PPE: Safe office-based anesthesia recommendations in the COVID-19 era.

The growth of office-based surgery (OBS) has been due to ease of scheduling and convenience for patients; office-based anesthesia safety continues to be well supported in the literature. In 2020, the Coronavirus Disease 19 (COVID-19) has resulted in dramatic shifts in healthcare, especially in the office-based setting. The goal of closing the economy was to flatten the curve, impacting office-based and ambulatory practices. Reopening of the economy and the return to ambulatory surgery and OBS and procedures have created a challenge due to COVID-19 and the infectious disease precautions that must be taken. Patients may be more apt to return to the outpatient setting to avoid the hospital, especially with the resurgence of COVID-19 cases locally, nationally, and worldwide. This review provides algorithms for screening and testing patients, selecting patients for procedures, choosing appropriate procedures, and selecting suitable personal protective equipment in this unprecedented period.

Influence of behavioral state on the neuromodulatory effect of low-intensity transcranial ultrasound stimulation on hippocampal CA1 in mouse.

In process of brain stimulation, the influence of any external stimulus depends on the features of the stimulus and the initial state of the brain. Understanding the state-dependence of brain stimulation is very important. However, it remains unclear whether neural activity induced by ultrasound stimulation is modulated by the behavioral state. We used low-intensity focused ultrasound to stimulate the hippocampal CA1 regions of mice with different behavioral states (anesthesia, awake, and running) and recorded the neural activity in the target area before and after stimulation. We found the following: (1) there were different spike firing rates and response delays computed as the time to reach peak for all behavioral states; (2) the behavioral state significantly modulates the spike firing rate linearly increased with an increase in ultrasound intensity under different behavioral states; (3) the mean power of local field potential induced by TUS significantly increased under anesthesia and awake states; (4) ultrasound stimulation enhanced phase-locking between spike and ripple oscillation under anesthesia state. These results suggest that ultrasound stimulation-induced neural activity is modulated by the behavioral state. Our study has great potential benefits for the application of ultrasound stimulation in neuroscience.

An Assessment of Anesthesia Capacity in Liberia: Opportunities for Rebuilding Post-Ebola.

BACKGROUND: The health system of Liberia, a low-income country in West Africa, was devastated by a civil war lasting from 1989 to 2003. Gains made in the post-war period were compromised by the 2014-2016 Ebola epidemic. The already fragile health system experienced worsening of health indicators, including an estimated 111% increase in the country's maternal mortality rate post-Ebola. Access to safe surgery is necessary for improvement of these metrics, yet data on surgical and anesthesia capacity in Liberia post-Ebola are sparse. The aim of this study was to describe anesthesia capacity in Liberia post-Ebola as part of the development of a National Surgical, Obstetric, and Anesthesia Plan (NSOAP). METHODS: Using the World Federation of Societies of Anaesthesiologists (WFSA) Anaesthesia Facility Assessment Tool (AFAT), we conducted a cross-sectional survey of 26 of 32 Ministry of Health recognized hospitals that provide surgical care in Liberia. The surveyed hospitals served approximately 90% of the Liberian population. This assessment surveyed infrastructure, workforce, service delivery, information management, medications, and equipment and was performed between July and September 2019. Researchers obtained data from interviews with anesthesia department heads, medical directors and through direct site visits where possible. RESULTS: Anesthesiologist and nurse anesthetist workforce densities were 0.02 and 1.56 per 100,000 population, respectively, compared to 0.63 surgeons per 100,000 population and 0.52 obstetricians/gynecologists per 100,000 population. On average, there were 2 functioning operating rooms (ORs; OR in working condition that can be used for patient care) per hospital (standard deviation [SD] = 0.79; range, 1-3). Half of the hospitals surveyed had a postanesthesia care unit (PACU) and intensive care unit (ICU); however, only 1 hospital had mechanical ventilation capacity in the ICU. Ketamine and lidocaine were widely available. Intravenous (IV) morphine was always available in only 6 hospitals. None of the hospitals surveyed completely met the minimum World Health Organization (WHO)-WFSA standards for health care facilities where surgery and anesthesia are provided. CONCLUSIONS: Overall, we noted several critical gaps in anesthesia and surgical capacity in Liberia, in spite of the massive global response post-Ebola directed toward health system development. Further investment across all domains is necessary to attain minimum international standards and to facilitate the provision of safe surgery and anesthesia in Liberia. The study results will be considered in development of an NSOAP for Liberia.

Initiatives to broaden safety concerns in anaesthetic practice: The green operating room.

The health sector is a major contributor to climate change through its large carbon footprint. Hospitals are highly energy and resource intensive. Operating rooms (ORs) contribute to a major part of these emissions because of anaesthetic gases, energy-intensive equipment and waste. Besides initiatives aimed to mitigate hospitals' climate footprints, health care professionals need to be involved in this process by changing their professional and personal behaviours without compromising the quality of care. Education on metrics (greenhouse gases), concepts (life cycle) and strategies to reduce the health care footprint would help professionals to commit themselves to the issue. The 5R's rule (reduce, reuse, recycle, rethink and research) used to promote an environmentally friendly way of life can be applied to the medical field and especially to the operating room and anaesthesia. When applied in the ORs, these strategies help question the use of disposable devices, attires and packaging, as well as our professional and personal behaviour. Greening the ORs requires the engagement of all professionals as well as other departments (pharmacy, hygiene) and management. Economic and social co-benefits are expected from this process.

Global demand for cancer surgery and an estimate of the optimal surgical and anaesthesia workforce between 2018 and 2040: a population-based modelling study.

BACKGROUND: The growing demand for cancer surgery has placed a global strain on health systems. In-depth analyses of the global demand for cancer surgery and optimal workforce requirements are needed to plan service provision. We estimated the global demand for cancer surgery and the requirements for an optimal surgical and anaesthesia workforce, using benchmarks based on clinical guidelines. METHODS: Using models of benchmark surgical use based on clinical guidelines, we estimated the proportion of cancer cases with an indication for surgery across 183 countries, stratified by income group. These proportions were multiplied by age-adjusted national estimates of new cancer cases using GLOBOCAN 2018 data and then aggregated to obtain the estimated number of surgical procedures required globally. The numbers of cancer surgical procedures in 44 high-income countries were divided by the actual number of surgeons and anaesthetists in the respective countries to calculate cancer procedures per surgeon and anaesthetist ratios. Using the median (IQR) of these ratios as benchmarks, we developed a three-tiered optimal surgical and anaesthesia workforce matrix, and the predictions were extrapolated up to 2040. FINDINGS: Our model estimates that the number of cancer cases globally with an indication for surgery will increase by 5 million procedures (52%) between 2018 (9 065 000) and 2040 (13 821 000). The greatest relative increase in surgical demand will occur in 34 low-income countries, where we also observed the largest gaps in workforce requirements. To match the median benchmark for high-income countries, the surgical workforce in these countries would need to increase by almost four times and the anaesthesia workforce by nearly 5·5 times. The greatest increase in optimal workforce requirements from 2018 to 2040 will occur in low-income countries (from 28 000 surgeons to 58 000 surgeons; 107% increase), followed by lower-middle-income countries (from 166 000 surgeons to 277 000 surgeons; 67% increase). INTERPRETATION: The global demand for cancer surgery and the optimal workforce are predicted to increase over the next two decades and disproportionately affect low-income countries. These estimates provide an appropriate framework for planning the provision of surgical services for cancer worldwide. FUNDING: University of New South Wales Scientia Scholarship and UK Research and Innovation Global Challenges Research Fund.