Harnessing Big Data in Critical Care: Exploring a new European Dataset.

Freely available datasets have become an invaluable tool to propel data-driven research, especially in the field of critical care medicine. However, the number of datasets available is limited. This leads to the repeated reuse of datasets, inherently increasing the risk of selection bias. Additionally, the need arose to validate insights derived from one dataset with another. In 2023, the Salzburg Intensive Care database (SICdb) was introduced. SICdb offers insights in currently 27,386 intensive care admissions from 21,583 patients. It contains cases of general and surgical intensive care from all disciplines. Amongst others SICdb contains information about: diagnosis, therapies (including data on preceding surgeries), scoring, laboratory values, respiratory and vital signals, and configuration data. Data for SICdb (1.0.6) was collected at one single tertiary care institution of the Department of Anesthesiology and Intensive Care Medicine at the Salzburger Landesklinik (SALK) and Paracelsus Medical University (PMU) between 2013 and 2021. This article aims to elucidate on the characteristics of the dataset, the technical implementation, and provides analysis of its strengths and limitations.

Impact of sugammadex and neostigmine on outcome after major orthopaedic surgery: A population-based analysis.

BACKGROUND: Residual neuromuscular blockade after surgery remains a major concern given its association with pulmonary complications. However, current clinical practices with and the comparative impact on perioperative risk of various reversal agents remain understudied. OBJECTIVE: We investigated the use of sugammadex and neostigmine in the USA, and their impact on postoperative complications by examining national data. DESIGN: This population-based retrospective study used national Premier Healthcare claims data. SETTING AND PARTICIPANTS: Patients undergoing total hip/knee arthroplasty (THA, TKA), or lumbar spine fusion surgery between 2016 and 2019 in the United States who received neuromuscular blocking agents. INTERVENTION: The effects of sugammadex and neostigmine for pharmacologically enhanced reversal were compared with each other and with controls who received no reversal agent. MAIN OUTCOMES: included pulmonary complications, cardiac complications, and a need for postoperative ventilation. Mixed-effects regression models compared the outcomes between neostigmine, sugammadex, and controls. We report odds ratios (OR) and 95% confidence intervals (CI). Bonferroni-adjusted P values of 0.008 were used to indicate significance. RESULTS: Among 361 553 patients, 74.5% received either sugammadex (20.7%) or neostigmine (53.8%). Sugammadex use increased from 4.4% in 2016 to 35.4% in 2019, whereas neostigmine use decreased from 64.5% in 2016 to 43.4% in 2019. Sugammadex versus neostigmine or controls was associated with significantly reduced odds for cardiac complications (OR 0.86, 95% CI, 0.80 to 0.92 and OR 0.83, 95% CI, 0.78 to 0.89, respectively). Both sugammadex and neostigmine versus controls were associated with reduced odds for pulmonary complications (OR 0.85, 95% CI, 0.77 to 0.94 and OR 0.91, CI 0.85 to 0.98, respectively). A similar pattern of sugammadex and neostigmine was observed for a reduction in severe pulmonary complications, including the requirement of invasive ventilation (OR 0.54, 95% CI, 0.45 to 0.64 and OR 0.53, 95% CI, 0.46 to 0.6, respectively). CONCLUSIONS: Population-based data indicate that sugammadex and neostigmine both appear highly effective in reducing the odds of severe life-threatening pulmonary complications. Sugammadex, especially, was associated with reduced odds of cardiac complications.

Does the impact of peripheral nerve blocks vary by age and comorbidity subgroups? A nationwide population-based study.

INTRODUCTION: A large body of literature suggests that peripheral nerve blockade (PNB) is associated with improved perioperative outcomes in total hip and knee joint arthroplasty patients. However, it is unclear to what extent this association exists across patient subgroups based on age and health status. METHODS: Patients who underwent total joint arthroplasty were identified from the Premier Healthcare database (2006-2019). Mixed-effects models were applied to assess the relationship between exposure of interest (PNB use on the day of surgery) and various outcomes (postoperative respiratory complications, acute renal failure, delirium, intensive care unit admission, prolonged length of stay, and high opioid consumption) across multiple subgroups stratified by patient age and pre-existing comorbidities. RESULTS: PNB use and outcome association varies based on the patient's health and age characteristics. For adults and older adults with excellent or fair, there was a decrease in the likelihood of respiratory complication with the use of PNB (OR: 0.92, 95% CI 0.86 to 0.98; OR: 0.88, 95% CI 0.81 to 0.95; OR: 0.94, 95% CI 0.89 to 0.99, respectively). Peripheral nerve blocks were also associated with a reduction in the odds of high opioid consumption across all categories except adult patients in poor health. CONCLUSION: PNB use is associated with beneficial effects more commonly observed among patients with a lower comorbidity burden, without a clear pattern of association with patient age.

The impact of multimodal analgesia in coronary artery bypass graft surgery-a population-based analysis.

OBJECTIVE: Multimodal pain management aims to concurrently target several pain pathways for improved treatment efficacy and recovery. We investigated associations between multimodal analgesia use and postoperative complications, length of hospital stay (LOS), and opioid consumption among patients undergoing coronary artery bypass graft surgery. METHODS: This retrospective cohort study included 349,940 adult patients undergoing elective coronary artery bypass graft surgery (January 2006 to December 2019), from the national Premier Healthcare claims dataset. The study intervention was multimodal analgesia, defined as opioid use with the addition of nonopioid analgesic modalities. These included, nonsteroidal anti-inflammatory drugs, cyclooxygenase-2 inhibitors, paracetamol/acetaminophen, neuraxial anesthesia, steroids, gabapentin/pregabalin, and ketamine. Analgesic management was stratified into 4 categories: opioids only and multimodal analgesia with the addition of 1, 2 or ≥3 nonopioid analgesic modalities. Mixed-effects regression models measured associations between multimodal analgesia and postoperative complications, LOS, and opioid consumption measured in milligram oral morphine equivalents. RESULTS: Multimodal analgesia was associated with a beneficial dose response pattern. With increasing nonopioid analgesic modalities added to opioid analgesia, a stepwise decrease in complication risk was consistently observed, eg, with the addition of 1, 2, or ≥3 nonopioid modalities the odds for any complication decreased by 8% (odds ratio [OR], 0.92; confidence interval [CI], 0.90-0.94), 17% (OR, 0.83; CI, 0.81-0.86), and 22% (OR, 0.78; CI 0.69-0.79), respectively. This stepwise pattern was consistent in respiratory, cardiac, and renal complications individually. Similarly, LOS decreased stepwise with added analgesic modalities. CONCLUSIONS: These nationally representative data indicate that enhanced pain management by multiple pain pathways is associated with significant reductions in postoperative complications and shortened patient recovery.

Timing and threshold of high sensitive troponin T measurement for the prediction of mortality after cardiac surgery: a retrospective cohort analysis.

BACKGROUND: High sensitive cardiac troponin T (hsTnT) is a widely used biomarker of myocardial injury. Along with other high sensitive troponins, HsTnT can predict mortality in both cardiac and non-cardiac surgery. The aim of this study was to determine the association between hsTnT serum elevations in the immediate postoperative period until 120 h after cardiac surgery and the occurrence of in-hospital mortality compared to the Simplified Acute Physiology Score 3 (SAPS3). Additionally, we identified an ideal hsTnT serum threshold to predict in-hospital mortality. METHODS: We performed a retrospective single-institutional cohort analysis of 2179 patients undergoing cardiac surgery with cardiopulmonary bypass from 2013 to 2021. Logistic regression analysis was used to investigate an association of hsTnT at various time points and in-hospital mortality. The model was adjusted for relevant covariates including SAPS3, lactate and administered norepinephrine dosage. ROC analysis was performed to estimate the accuracy to predict mortality by serum hsTnT concentrations. This prediction was compared to the SAPS3 score. An ideal cutoff of hsTnT concentration was calculated by means of Youden index. RESULTS: In total 7576 troponins were measured at the predefined timepoints. 100 (4.59%) patients died during the hospital stay. The fourth hsTnT on d3 (at 96-120 h postoperatively) showed the highest association with in-hospital death (OR 1.56; 95% CI (1.39-1.76); p < 0.001). This finding persisted after multivariable adjustment (aOR 1.34; 95% CI (1.18-1.53); p < 0.001). In contrast, the third hsTnT on d2 (at 48-72 h postoperatively) showed the best discrimination for in-hospital mortality (AUC 82.75%; 95% CI (0.77-0.89). The prediction by the third hsTnT was comparable to the in-hospital mortality prediction by SAPS3 (AUC 79.36%; 95% CI (0.73-0.85); p = 0.056). The optimal cutoff for the third hsTnT was calculated to be 1264 ng/L (Sensitivity 0.62; Specificity 0.88). CONCLUSION: Elevated hsTnT after cardiac surgery was associated with an increased risk of in-hospital mortality. HsTnT measured on postoperative day 2 and 3 were most accurate to predict in-hospital mortality. The prediction of in-hospital mortality using hsTNT is comparable to mortality prediction using the SAPS3 score. HsTnT serum levels currently recommended to establish clinically important periprocedural myocardial injury are lower than thresholds identified in this study.

Evidence-based Perioperative Practice Utilization among Various Racial Populations-A Retrospective Cohort Trending Analysis of Lower Extremity Total Joint Arthroplasty Patients.

BACKGROUND: Various studies have demonstrated racial disparities in perioperative care and outcomes. The authors hypothesize that among lower extremity total joint arthroplasty patients, evidence-based perioperative practice utilization increased over time among all racial groups, and that standardized evidence-based perioperative practice care protocols resulted in reduction of racial disparities and improved outcomes. METHODS: The study analyzed 3,356,805 lower extremity total joint arthroplasty patients from the Premier Healthcare database (Premier Healthcare Solutions, Inc., USA). The exposure of interest was race (White, Black, Asian, other). Outcomes were evidence-based perioperative practice adherence (eight individual care components; more than 80% of these implemented was defined as "high evidence-based perioperative practice"), any major complication (including acute renal failure, delirium, myocardial infarction, pulmonary embolism, respiratory failure, stroke, or in-hospital mortality), in-hospital mortality, and prolonged length of stay. RESULTS: Evidence-based perioperative practice adherence rate has increased over time and was associated with reduced complications across all racial groups. However, utilization among Black patients was below that for White patients between 2006 and 2021 (odds ratio, 0.94 [95% CI, 0.93 to 0.95]; 45.50% vs. 47.90% on average). Independent of whether evidence-based perioperative practice components were applied, Black patients exhibited higher odds of major complications (1.61 [95% CI, 1.55 to 1.67] with high evidence-based perioperative practice; 1.43 [95% CI, 1.39 to 1.48] without high evidence-based perioperative practice), mortality (1.70 [95% CI, 1.29 to 2.25] with high evidence-based perioperative practice; 1.29 [95% CI, 1.10 to 1.51] without high evidence-based perioperative practice), and prolonged length of stay (1.45 [95% CI, 1.42 to 1.48] with high evidence-based perioperative practice; 1.38 [95% CI, 1.37 to 1.40] without high evidence-based perioperative practice) compared to White patients. CONCLUSIONS: Evidence-based perioperative practice utilization in lower extremity joint arthroplasty has been increasing during the last decade. However, racial disparities still exist with Black patients consistently having lower odds of evidence-based perioperative practice adherence. Black patients (compared to the White patients) exhibited higher odds of composite major complications, mortality, and prolonged length of stay, independent of evidence-based perioperative practice use, suggesting that evidence-based perioperative practice did not impact racial disparities regarding particularly the Black patients in this surgical cohort.

Anesthesia practice among joint arthroplasty patients with a previous lumbar spine surgery.

STUDY OBJECTIVE: To analyze the use of neuraxial techniques in total hip or knee arthroplasty patients who previously underwent lumbar spine surgeries. DESIGN: Retrospective analysis of a national database. SETTING: U.S. hospitals. PATIENTS: Patients undergoing a total hip or knee arthroplasty, stratified by those with a previous lumbar fusion or decompression procedure. MEASUREMENTS: Our primary outcome was the use of neuraxial anesthesia; secondary outcomes included combined complications, cardio-pulmonary complications, and prolonged length of stay. Patients with and without a history of a lumbar procedure were compared using mixed-effects regression. MAIN RESULTS: Among 758,857 THAs 8961 had a history of lumbar fusion and 8599 of decompression. Among 1,387,335 TKAs 15,827 had a history of lumbar fusion and 13,652 of decompression. History of a lumbar fusion was associated with lower odds of neuraxial anesthesia use in THA (OR: 0.74 CI: 0.70-0.79, p ≤0.0001) and TKA (OR: 0.80 CI: 0.77-0.84, p ≤0.0001). CONCLUSIONS: Previous lumbar fusion -but not decompression- surgery is associated with lower neuraxial anesthesia in THA/TKA patients, despite its use being universally associated with decreased length of stay. More research is needed to address the importance of neuraxial techniques in patients with prior spine surgery.

Women authorship in pain research: A bibliometric analysis from 2002 to 2021.

OBJECTIVES: There is a lack of data on the distribution of women first and senior authorships in pain journals. Using articles published in top North American pain journals over the past two decades, we sought to describe the prevalence and changes in women representation among first and last authors. METHODS: We retrieved all published research articles in four pain journals (Regional Anesthesia and Pain Medicine, Clinical Journal of Pain, Pain and The Journal of Pain) from 2002 to 2021 using the easyPubMed package. Subsequently, the 'gender' package in R was used to determine authors' gender by first names. Trends in gender authorship change over time were assessed. RESULTS: The final cohort consisted of 20,981 authors (from an initial total of 11,842 publications and 23,684 authors retrieved). Women authors were more often first compared to senior authors (46.7% vs. 30.5%). The proportion of women first authors (46.2% in 2002 vs. 48.4% in 2021) and women senior authors (22.4% in 2002 vs. 36.3% in 2021) increased over the course of the study period (all p-value <0.001). The Clinical Journal of Pain having the highest percentage of women authors and Regional Anesthesia and Pain Medicine had the lowest percentage of women authors. DISCUSSION: Our data demonstrated increasing women authorship in pain journals in the past 20 years, largely driven by an increase in first authorships. There still remains a large gap between first and senior authorship, indicative of disparity in the role that women play in research.

Neuraxial Use Among Total Knee and Hip Arthroplasty Patients With Multiple Sclerosis or Myasthenia Gravis.

BACKGROUND: Surgical patients with preexisting neurological diseases create greater challenges to perioperative management, and choice of anesthetic is often complicated. We investigated neuraxial anesthesia use in total knee and hip arthroplasty (TKA/THA) recipients with multiple sclerosis or myasthenia gravis compared to the general population. METHODS: We retrospectively analyzed patients undergoing a TKA/THA with a diagnosis of multiple sclerosis or myasthenia gravis (Premier Health Database, 2006-2019). The primary outcome was neuraxial anesthesia use in multiple sclerosis or myasthenia gravis patients compared to the general population. Secondary outcomes were length of stay, intensive care unit admission, and mechanical ventilation. We measured the association between the aforementioned subgroups and neuraxial anesthesia use. Subsequently, subgroup-specific associations between neuraxial anesthesia and secondary outcomes were measured. We report odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS: Among 2,184,193 TKA/THAs, 7559 and 3176 had a multiple sclerosis or myasthenia gravis diagnosis, respectively. Compared to the general population, neuraxial anesthesia use was lower in multiple sclerosis patients (OR, 0.61; CI, 0.57-0.65; P < .0001) and no different in myasthenia gravis patients (OR, 1.05; CI, 0.96-1.14; P = .304). Multiple sclerosis patients administered neuraxial anesthesia (compared to those without neuraxial anesthesia) had lower odds of prolonged length of stay (OR, 0.63; CI, 0.53-0.76; P < .0001) mirroring neuraxial anesthesia benefits seen in the general population. CONCLUSIONS: Neuraxial anesthesia use was lower in surgical patients with multiple sclerosis compared to the general population but no different in those with myasthenia gravis. Neuraxial use was associated with lower odds of prolonged length of stay.

Opioid sparing effects of intravenous and oral acetaminophen in hip fracture patients: A population-based study.

STUDY OBJECTIVE: Acetaminophen (APAP) and intravenous acetaminophen (IVAPAP) has been proposed as a part of many opioid-sparing multimodal analgesic pathways. The aim of this analysis was to compare the effectiveness of IVAPAP with oral APAP on opioid utilization and opioid-related adverse effects. DESIGN: Retrospective study of population-based database. PATIENTS: The Premier Healthcare database was queried patients undergoing surgery for a primary diagnosis of hip fracture from 2011 to 2019 yielding 245,976 patients. Primary exposure was use of IVAPAP or oral APAP on the day of surgery. INTERVENTIONS: None. MEASUREMENTS: The primary outcome of interest was opioid utilization over the hospital stay, secondary outcomes included opioid-related adverse effects, length, and costs of hospital stay. Mixed effect models measured the association of IVPAP and APAP and outcomes. MAIN RESULTS: In the study population 30.67% (75,445) received at least 1 dose of IVAPAP on the day of surgery. Upon adjusting for relevant covariates, patients who received IVPAP on the day of surgery had slightly higher opioid use standardized by length of hospital stay (2.8% CI: 2%, 3.6%; p < .001), higher hospital cost (2.7% CI: 2.1%, 3.4%), and higher odds of naloxone use (1.18, CI: 1.1, 1.27; p < .001) when compared with patients who received oral APAP. CONCLUSIONS: In this population, IVAPAP use on the day of surgery failed to reduce opioid use or associated opioid related adverse effects when compared with oral APAP. IVAPAP was associated with increased overall costs, opioid requirements, and naloxone use. These results do not support the use of IV over oral APAP routinely for hip fracture surgery patients.

Pediatric anesthesia practices during the COVID-19 pandemic: A retrospective cohort study.

Background and Aims: The onset of the coronavirus 2019 (COVID-19) pandemic brought together the American Society of Regional Anesthesia and Pain Medicine (ASRA) and the European Society of Regional Anaesthesia and Pain Therapy (ESRA) to release a joint statement on anesthesia use. Their statement included a recommendation to use regional anesthesia whenever possible to mitigate the risk associated with aerosolizing procedures. We sought to examine the utilization of anesthesia in pediatric patients undergoing a surgical procedure for fractures or ligament repairs before and during COVID-19. Methods: Using the Premier Health Database, we retrospectively analyzed pediatric patients undergoing a surgical intervention for fractures or ligament repair before and during COVID-19. We sought to determine if there were differences in anesthesia use among this cohort during the two time periods. Fracture groups included shoulder and clavicle, humerus and elbow, forearm and wrist, hand and finger, pelvis and hip, femur and knee, leg and ankles, and foot and toes. Ligament procedures included surgical intervention for the anterior cruciate ligament and ulnar collateral ligament repair. Results: We identified a total of 5935 patients undergoing a surgical procedure for fractures or ligament repairs before and during COVID-19. After exclusion for unknown anesthesia use, 2,807 patients were included in our cohort with 81.5% (n = 2288) of patients undergoing a procedure under general anesthesia, 6.4% (n = 181) under regional anesthesia, and 12.0% (n = 338) under combined general-regional anesthesia. There did not appear to be a significant difference in the type of anesthesia used before and during COVID-19 (p = 0.052). Conclusions: Our study did not identify a difference in anesthesia use before and during COVID-19 among pediatric patients undergoing a surgical procedure. Further studies should estimate the change in anesthesia used during the time period when elective procedures were resumed.

Outcomes After Orthopedic Trauma Surgery - What is the Role of the Anesthesia Choice?

The body of literature concerning the influence of anesthetic type on many perioperative outcomes has grown considerably in recent years. Most studies have suggested that particularly in orthopedic patients, regional anesthesia may be associated with improved perioperative outcomes. Orthopedic trauma presents itself as a field that might benefit from increased utilization of regional techniques with the goal to improve outcomes. This narrative review concludes that, indeed, regional anesthesia seems to provide benefits for morbidity, pain control, and improved return to function in hip fracture, rib fracture, and isolated extremity fracture patients.

Improving Safety of Bilateral Knee Arthroplasty: Impact of Selection Criteria on Perioperative Outcome.

Background: Bilateral total knee arthroplasty (BTKA) procedures are associated with an increased risk of complications when compared with unilateral approaches. In 2006, in an attempt to reduce this risk, our institution implemented selection criteria that specified younger and healthier patients as candidates for BTKA. Questions/Purpose: We sought to investigate the effect of these selection criteria on perioperative outcomes. Methods: In a retrospective cohort study, we used institutional data to identify patients who underwent BTKA between 1998 and 2014. Patients were divided into 2 groups: those who underwent surgery before the 2006 introduction of our selection criteria (1998-2006) and those who underwent surgery after (2007-2014). Groups were compared in terms of demographics, comorbidity burden, and incidence of perioperative complications. Regression analysis was performed, calculating incidence rate ratios to evaluate changes in complication rates. Results: Before the selection criteria were implemented in 2006, patients who underwent BTKA were older and had a higher comorbidity burden. The rate of major complications per 1000 hospital days decreased from 31.5 in 1998 to 7.9 in 2014. A reduction in cardiac complications was the most significant contributor to this decrease in major complications. Conclusion: After stringent criteria for BTKA candidates were implemented at our institution, selection of younger patients with lower comorbidity burden was accompanied by a reduction in the incidence of operative complications. This suggests that introducing such criteria can be associated with a reduction in adverse perioperative outcomes.