Development and preliminary assessment of a machine learning model to predict myocardial infarction and cardiac arrest after major operations.

INTRODUCTION: Accurate prediction of complications often informs shared decision-making. Derived over 10 years ago to enhance prediction of intra/post-operative myocardial infarction and cardiac arrest (MI/CA), the Gupta score has been criticized for unreliable calibration and inclusion of a wide spectrum of unrelated operations. In the present study, we developed a novel machine learning (ML) model to estimate perioperative risk of MI/CA and compared it to the Gupta score. METHODS: Patients undergoing major operations were identified from the 2016-2020 ACS-NSQIP. The Gupta score was calculated for each patient, and a novel ML model was developed to predict MI/CA using ACS NSQIP-provided data fields as covariates. Discrimination (C-statistic) and calibration (Brier score) of the ML model were compared to the existing Gupta score within the entire cohort and across operative subgroups. RESULTS: Of 2,473,487 patients included for analysis, 25,177 (1.0%) experienced MI/CA (55.2% MI, 39.1% CA, 5.6% MI and CA). The ML model, which was fit using a randomly selected training cohort, exhibited higher discrimination within the testing dataset compared to the Gupta score (C-statistic 0.84 vs 0.80, p < 0.001). Furthermore, the ML model had significantly better calibration in the entire cohort (Brier score 0.0097 vs 0.0100). Model performance was markedly improved among patients undergoing thoracic, aortic, peripheral vascular and foregut surgery. CONCLUSIONS: The present ML model outperformed the Gupta score in the prognostication of MI/CA across a heterogenous range of operations. Given the growing integration of ML into healthcare, such models may be readily incorporated into clinical practice and guide benchmarking efforts.

National Trends and Clinical Outcomes after Scooter Injury in the US: 2016 to 2020.

BACKGROUND: In recent years, the adoption of electric scooters has been accompanied by a surge of scooter-related injuries in the US, raising concerns for their severity and associated healthcare costs. This study aimed to assess temporal trends and outcomes of scooter-related hospital admissions compared with bicycle-related hospitalizations. STUDY DESIGN: This was a retrospective cohort study using the 2016 to 2020 National Inpatient Sample for patients younger than 65 years who were hospitalized after bicycle- and scooter-related injuries. The Trauma Mortality Prediction Model was used to quantify injury severity. The primary outcomes of interest were temporal trends of micromobility injuries. In-hospital mortality, rates of long bone fracture, traumatic brain injury, paralysis, length of stay, hospitalization costs, and nonhome discharge were secondarily assessed. RESULTS: Among 92,815 patients included in the study, 6,125 (6.6%) had scooter-related injuries. Compared with patients with bicycle-related injuries, patients with scooter-related injuries were more commonly younger than 18 years (26.7% vs 16.4%, p < 0.001) and frequently underwent major operations (55.8% vs 48.1%, p < 0.001). After risk adjustment, scooter-related injuries were associated with greater risks of long bone fracture (adjusted odds ratio 1.40, 95% CI 1.15 to 1.70) and paralysis (adjusted odds ratio 2.06, 95% CI 1.16 to 3.69) compared with bicycle-related injuries. Additionally, patients with bicycle- or scooter-related injuries had comparable index hospitalization durations of stay and costs. CONCLUSIONS: The prevalence and severity of scooter-related injuries have significantly increased in the US, thereby attributing to a substantial cost burden on the healthcare system. Multidisciplinary efforts to inform safety policies and enact targeted interventions are warranted to reduce scooter-related injuries.

Center-Level Variation in Hospitalization Costs of Transcatheter Aortic Valve Replacement.

BACKGROUND: Using a nationally representative database, the present study evaluated the degree of center-level variation in the cost of transcatheter aortic valve replacement (TAVR). METHODS: All adults undergoing elective, isolated TAVR were identified in the 2016 to 2018 Nationwide Readmissions Database. Multilevel mixed-effects models were used to identify patient and hospital characteristics associated with hospitalization costs. The random intercept for each hospital was generated and considered to be the baseline cost attributable to care at each center. Hospitals in the highest decile of baseline costs were classified as high-cost hospitals. The association of high-cost hospital status with in-hospital mortality and perioperative complications was subsequently assessed. RESULTS: An estimated 119,492 patients, with a mean age of 80 years and a 45.9% prevalence of female sex, met the study criteria. Analysis of random intercepts indicated that 54.3% of variability in costs was attributable to interhospital differences rather than patient factors. Perioperative respiratory failure, neurologic complications, and acute kidney injury were associated with increased episodic expenditure but did not explain the observed center-level variation. The baseline cost associated with each hospital ranged from -$26,000 to $162,000. Notably, high-cost hospital status was not linked to annual TAVR caseload or to odds of mortality (P = .83), acute kidney injury (P = .18), respiratory failure (P = .32), or neurologic complications (P = .55). CONCLUSIONS: The present analysis identified significant variation in the cost of TAVR, which was largely attributable to center-level rather than patient factors. Hospital TAVR volume and occurrence of complications were not drivers of the observed variation.

Association of prior bariatric surgery with financial and clinical outcomes of acute myocardial infarction.

BACKGROUND: Superior clinical outcomes after hospitalization for cardiovascular-related disease such as acute heart failure have been linked with prior history of bariatric surgery, but similar analyses in acute myocardial infarction (MI) are currently limited. OBJECTIVE: This work examines clinical outcomes and resource utilization in patients with acute MI hospitalizations with a prior history of bariatric surgery. SETTING: Academic university-affiliated hospital in the United States. METHODS: All adult patients with hospitalizations with a primary diagnosis of acute MI were queried using the 2016-2020 Nationwide Readmissions Database. The study population was comprised of patients with an International Classification of Diseases, Tenth Revision (ICD-10) diagnosis code for obesity (body mass index ≥35 kg/m2) as well as those with a prior history of bariatric surgery regardless of their body mass index status. Comparison was made between those with a prior history of bariatric surgery and those without. Univariate analysis and multivariate regression models were used to examine the association between bariatric surgery and outcomes of interest, which included in-hospital mortality, medical complications, and resource utilization. RESULTS: Of an estimated 2,736,606 hospitalizations for acute MI, 296,902 patients (10.8%) had a diagnosis of obesity and/or a prior history of bariatric surgery. The bariatric cohort was more frequently female and had a lower prevalence of congestive heart failure, chronic lung disease, diabetes, and electrolyte derangements than the nonbariatric cohort. After risk adjustment, prior history of bariatric surgery was associated with significantly lower odds of in-hospital mortality, cardiogenic shock, and acute kidney injury. Additionally, prior history of bariatric surgery was linked to a decreased duration of hospital stay and lower hospitalization costs as well as lower odds of nonhome discharge. CONCLUSION: Among acute MI patients with obesity, prior history of bariatric surgery was associated with decreased odds of in-hospital mortality, improved clinical outcomes, and lower resource utilization. Expansion of bariatric surgery programs may provide improved access to a medical intervention that is intertwined with cardiovascular health.

Association of insurance status with financial toxicity and outcome disparities after penetrating trauma and assault.

BACKGROUND: Financial toxicity, or the impact out-of-pocket medical expenses have on the quality of life, has not been widely enumerated in the trauma literature. We characterized the relationship between insurance status and the risk of financial toxicity after trauma and associated risk factors. METHODS: Adults admitted for gunshot wounds, other penetrating injuries, or blunt assault were identified from the 2015 to 2019 National Inpatient Sample. The outcome of interest was a risk of financial toxicity with separate regression models for uninsured and insured populations. RESULTS: Of an estimated 775,665 patients, 21.2% were at risk of financial toxicity. Patients at risk of financial toxicity were younger, more commonly male, less commonly White, and had a lower Elixhauser Index (Table 1). A higher proportion of uninsured patients were at risk of financial toxicity (40.8% vs 17.7%, P < .001) than insured patients. Whereas the proportion of uninsured patients at risk of financial toxicity significantly increased from 2015 to 2019, it was unchanged in insured patients. After adjustment, non-income demographic and clinical factors were not associated with the risk of financial toxicity amongst the insured. Conversely, the Black or Hispanic race, gunshot wounds, and any in-hospital complications were some factors associated with increased risk of financial toxicity in uninsured patients. CONCLUSION: An increasingly larger proportion of uninsured patients are at risk of financial toxicity after trauma. The risk of financial toxicity among the uninsured was more complex than in the insured and associated with race, gunshot wounds, and complications. Increasing insurance access and the adoption of trauma-informed care practices should be used to address financial toxicity in this population.

Cost Variation and Value of Care in Pulmonary Lobectomy Across the United States.

BACKGROUND: Optimization of value, or quality relative to costs, has garnered significant attention in the United States. We aimed to characterize center-level variation in costs and quality after pulmonary lobectomy using a national cohort. METHODS: Adults undergoing elective pulmonary lobectomy were identified in the 2016 to 2018 Nationwide Readmissions Database. Quality was defined by the absence of major adverse outcomes including respiratory failure, acute kidney injury, reoperation, and death. Risk-adjusted adverse outcome rates and costs were studied for institutions performing greater than or equal to 10 operations annually. Using observed-to-expected (O/E) ratios, high-value hospitals were defined as those with an O/E ratio less than 1 for costs and O/E ratio less than 1 for quality, while low-value hospitals were defined by the converse. RESULTS: Among 95 446 patients managed at 565 hospitals annually, the median center-level cost for lobectomy was $22 000 (interquartile range, $18 000-$27 000), while the median adverse outcome rate was 14.3% (interquartile range, 8.3%-23.1%). Centers with an O/E ratio less than 1 for adverse events exhibited a $2200/case reduction in risk-adjusted costs. Using O/E ratios, 35.2% of centers were classified as high value while 18.6% were low value. Compared with low-value centers, high-value centers treated older patients (67.1 years of age vs 65.5 years of age; P < .001) with greater comorbidities (Elixhauser Comorbidity Index 3.7 vs 2.9; P < .001) but had greater annual lobectomy volume (40 cases vs 30 cases; P = .001) and were more commonly teaching hospitals. CONCLUSIONS: Significant variation in costs and quality persists for lobectomy at the national level. Although high-value programs operated on patients at greater surgical risk, they had reduced complications and costs. Our findings suggest the need for dissemination of quality improvement and cost reduction practices.

The Presence of a Cost-Volume Relationship in Robotic-assisted Thoracoscopic Lung Resections.

OBJECTIVE: To characterize the relationship between institutional robotic-assisted pulmonary lobectomy volume and hospitalization costs. BACKGROUND: The high cost of robotic-assisted thoracoscopic surgery (RATS) is among several drivers of hesitation among nonadopters. Studies examining the impact of institutional experience on costs of RATS lobectomy are lacking. METHODS: Adults undergoing RATS lobectomy for primary lung cancers were identified from the 2016 to 2018 Nationwide Readmissions Database. A multivariable regression to model hospitalization costs was developed with the inclusion of hospital RATS lobectomy volume as restricted cubic splines. The volume corresponding to the inflection point of the spline was used to categorize hospitals as high- (HVH) or low-volume (LVH). We subsequently examined the association of HVH status with adverse events, length of stay, costs, and 30-day, nonelective readmissions. RESULTS: An estimated 14,756 patients underwent RATS lobectomy during the study period, with median cost of $23,000. Upon adjustment for patient and operative characteristics, hospital RATS volume was inversely associated with costs. Although only 17.2% of centers were defined as HVH, 51.7% of patients were managed at these centers. Patients at HVH and LVH had similar age, sex, and distribution of comorbidities. Notably, patients at HVH had decreased risk-adjusted odds of adverse events (adjusted odds ratio: 0.62, P <0.001), as well as significantly reduced length of stay (-0.8 d, P <0.001) and costs (-$3900, P <0.001). CONCLUSIONS: Increasing hospital RATS lobectomy volume was associated with reduced hospitalization costs. Our findings suggest the presence of streamlined care pathways at high-volume centers, which influence costs of care.

Regional Variation in the Use and Outcomes of Transcatheter Aortic Valve Replacement in California.

BACKGROUND: Transcatheter aortic valve replacement (TAVR) has been widely adopted for management of aortic stenosis. The purpose of this study was to examine regional access to and outcomes following TAVR in California. METHODS: Patients undergoing TAVR or isolated surgical aortic valve replacement (SAVR) from 2008 to 2019 in California were identified in the Office of Statewide Health Planning and Development database. California was divided into seven regions: Northern California, San Francisco Bay Area, Central California, Los Angeles, Inland Empire, Orange, and San Diego. Regional TAVR volumes were normalized to Medicare beneficiaries or isolated SAVR volume. Outcomes included risk-adjusted 30-day mortality and major adverse cardiovascular and cerebral events (MACCE). Trends were studied using non-parametric tests, and regional outcomes using logistic regression. RESULTS: TAVR volume increased annually since 2011, with 7148 cases performed in California in 2019. After normalization, variation in utilization of TAVR was evident, with the least performed in Central California. TAVR to SAVR ratios in 2019 were greatest in Northern California, Los Angeles, and San Diego, and least in the Inland Empire. After risk adjustment, there were no significant regional differences in 30-day mortality, but lower 30-day MACCE in the San Francisco Bay Area. CONCLUSIONS: Regional differences in TAVR utilization exist, with limited access in Central California and the Inland Empire, but risk-adjusted outcomes are similar. Efforts to reach underserved areas through existing program expansion or regional referrals may distribute transcatheter technology more equitably across California.

Clinical and financial outcomes of pulmonary resection for lung cancer in safety-net hospitals.

OBJECTIVE: Safety-net hospitals (SNHs) have previously been associated with inferior outcomes and greater resource use. However, this relationship has not been explored in the contemporary setting of pulmonary lobectomy. In the present national study we characterized the association between SNHs and mortality, complications, and resource use. METHODS: All adults (18 years of age or older) who underwent elective lobectomy for lung cancer were identified within the 2010 to 2019 Nationwide Readmissions Database. Hospitals in the highest quartile of safety-net burden were categorized as SNHs, and others non-SNHs. Multivariable regressions were developed to assess the independent association between safety-net status and outcomes of interest. RESULTS: Of an estimated 282,011 patients who met inclusion criteria, 41,015 (14.5%) were treated at SNHs. Patients at SNHs were younger but as commonly female, compared with non-SNHs. After multivariable adjustment, there was no association between SNHs and mortality. However, treatment at SNHs was linked to higher odds of pneumonia (adjusted odds ratio [AOR], 1.11; 95% CI, 1.02-1.21) and prolonged ventilation (AOR, 1.36; 95% CI, 1.11-1.66), as well as infectious (AOR, 1.24; 95% CI, 1.08-1.43), intraoperative (AOR, 1.22; 95% CI, 1.07-1.39), and overall complications (AOR, 1.07; 95% CI, 1.01-1.14). Patients at SNHs also showed a greater need for a blood transfusion (AOR, 1.37; 95% CI, 1.23-1.53). In addition, SNHs were associated with increased length of stay (+0.33 days; 95% CI, 0.17-0.48) and greater costs (+$4130; 95% CI, 3.34-4.92), relative to non-SNHs. CONCLUSIONS: Hospital safety-net status was associated with greater odds of perioperative complications and greater health care expenditure. Further investigation is necessary uncover the mechanisms contributing to these complications and eradicate persistent disparities in lobectomy.

Impact of inter-hospital transfer on outcomes of urgent cholecystectomy.

BACKGROUND: This study used a national cohort to characterize the impact of inter-hospital transfer status on outcomes following nonelective cholecystectomy for cholecystitis. METHODS: Nonelective cholecystectomies were identified using the 2016-2019 National Inpatient Sample. Multivariable models adjusting for patient and hospital characteristics were utilized to assess outcomes of interest. RESULTS: Of an estimated 530,696 patients, 5.3% were transferred. Transferred patients were older, more often male, and more likely to report income in the 0th-25th percentile, compared to others. After adjustment, transfer was associated with increased odds of infectious complications (AOR 1.31, 95%CI 1.06-1.60) and non-home discharge (AOR 1.59, 95%CI 1.45-1.74), but not mortality. Transfer was linked to a $600 cost decrement at the operating hospital (95%CI -$880-330). CONCLUSIONS: Transfer status is associated with greater postoperative infection, but not mortality. Given that disparities may play a role in transfer decisions, more work must be done to identify transfer drivers and improve patient outcomes.

Defining value in cardiac surgery: A contemporary analysis of cost variation across the United States.

Objective: Isolated coronary artery bypass grafting and aortic valve replacement are common cardiac operations performed in the United States and serve as platforms for benchmarking. The present national study characterized hospital-level variation in costs and value for coronary artery bypass grafting and aortic valve replacement. Methods: Adults undergoing elective, isolated coronary artery bypass grafting or aortic valve replacement were identified in the 2016-2018 Nationwide Readmissions Database. Center quality was defined by the proportion of patients without an adverse outcome (death, stroke, respiratory failure, pneumonia, sepsis, acute kidney injury, and reoperation). High-value hospitals were defined as those with observed-to-expected ratios less than 1 for costs and greater than 1 for quality, whereas the converse defined low-value centers. Results: Of 318,194 patients meeting study criteria, 71.9% underwent isolated coronary artery bypass grafting and 28.1% underwent aortic valve replacement. Variation in hospital-level costs was evident, with median center-level cost of $36,400 (interquartile range, 29,500-46,700) for isolated coronary artery bypass grafting and $38,400 (interquartile range, 32,300-47,700) for aortic valve replacement. Observed-to-expected ratios for quality ranged from 0.2 to 10.9 for isolated coronary artery bypass grafting and 0.1 to 11.7 for isolated aortic valve replacement. Hospital factors, including volume and quality, contributed to approximately 9.9% and 11.2% of initial cost variation for isolated coronary artery bypass grafting and aortic valve replacement. High-value centers had greater cardiac surgery operative volume and were more commonly teaching hospitals compared to low-value centers, but had similar patient risk profiles. Conclusions: Significant variation in hospital costs, quality, and value exists for 2 common cardiac operations. Center volume was associated with value and partly accounts for variation in costs. Our findings suggest the need for value-based care paradigms to reduce expenditures and optimize outcomes.

Clinical and financial impact of chronic kidney disease in emergency general surgery operations.

Introduction: Chronic kidney disease is frequently encountered in clinical practice and often requires more intricate management strategies. However, its impact on outcomes of patients warranting emergency general surgery has not been well characterized. The present study examined the association of chronic kidney disease stage on in-hospital outcomes and readmission following emergency general surgery using a nationally representative cohort. Methods: The 2016-2018 Nationwide Readmissions Database was queried to identify all adult hospitalizations for 1 of 6 common emergency general surgery operations. Patients were stratified by severity of chronic kidney disease into stages 1-3, stages 4-5, end-stage renal disease, and others (non-chronic kidney disease). Regression models were used to examine factors associated with mortality, readmissions, and costs. Results: Of an estimated 985,101 patients undergoing emergency general surgery, 60,949 (6.2%) had a diagnosis of chronic kidney disease (1-3: 67.1%, 4-5: 11.5%, end-stage renal disease: 23.4%). Unadjusted rates of mortality increased with chronic kidney disease in a stepwise manner (2.1% in non-chronic kidney disease to 16.9 in end-stage renal disease, P < .001), as did 90-day readmissions (9.2% to 29.7%, respectively, P < .001). After adjustment, all stages of chronic kidney disease exhibited increases in risk-adjusted rates of mortality (range: 0.2% in chronic kidney disease 1-3 to 12.2% in end-stage renal disease, P < .001). Relative to non-chronic kidney disease, end-stage renal disease had the greatest cost burden for those undergoing small bowel resection (ß +$83,600) and the least in cholecystectomy (+$30,400). Conclusion: Chronic kidney disease severity is associated with a stepwise increase in mortality, hospitalization costs, and 90-day readmissions. Our findings may better inform shared decision-making and have implications in benchmarking. Further studies for optimal management strategies in this high-risk group are needed.

Disparities in cardiac arrest and failure to rescue after major elective noncardiac operations.

BACKGROUND: Contemporary large-scale studies examining demographic and surgical factors associated with perioperative cardiac arrest and its associated outcomes are sparse. METHODS: Adults undergoing elective pancreatectomy, hepatectomy, lung resection, colectomy, gastrectomy, esophagectomy, abdominal aortic aneurysm repair, or hip replacement were identified between 2005 and 2018 using the National Inpatient Sample. Factors associated with cardiac arrest were of primary interest, while failure to rescue was also considered. Risk-adjusted outcomes were analyzed using logistic regressions to ascertain adjusted odds ratios as selected with Elastic Net methodology. RESULTS: Of an estimated 7,216,531 hospitalizations for major elective operations, 21,496 (0.3%) had cardiac arrest. The incidence of cardiac arrest decreased from 0.4% in 2005 to 0.3% in 2018, as did failure to rescue (65.4%-53.2%, P < .001). Factors including increased age (adjusted odds ratios: 1.02/year; 95% confidence interval, 1.01-1.02), higher Elixhauser comorbidity score (adjusted odds ratios: 1.46/point; 95% confidence interval, 1.44-1.49), abdominal aortic aneurysm repair (adjusted odds ratios: 1.67, 95% confidence interval, 1.25-2.23, reference: esophagectomy), and Black race (adjusted odds ratios: 1.60; 95% confidence interval, 1.43-1.80, reference: White) were independently associated with increased cardiac arrest. Furthermore, private insurance (private: adjusted odds ratios: 0.78; 95% confidence interval, 0.66-0.93, reference: Medicaid) and the highest income quartile (highest: adjusted odds ratios: 0.83; 95% confidence interval, 0.75-0.92, reference: lowest) were associated with lower adjusted odds of cardiac arrest. After cardiac arrest, Black race (adjusted odds ratios: 1.26; 95% CI, 1.02-1.56, reference: White) maintained increased adjusted odds of failure to rescue. CONCLUSION: Despite a reduction in the incidence of cardiac arrest and an associated improvement in survival, racial and socioeconomic disparities influence outcomes. These findings may advise policy changes to encourage equity in outcomes for those undergoing major elective operations.

Factors Associated With High Resource Use in Elective Adult Cardiac Surgery From 2005 to 2016.

BACKGROUND: Lack of consensus remains about factors that may be associated with high resource use (HRU) in adult cardiac surgical patients. This study aimed to identify patient-related, hospital, and perioperative characteristics associated with HRU admissions involving elective cardiac operations. METHODS: Data from the National Inpatient Sample was used to identify patients who underwent coronary artery bypass graft, valve replacement, and valve repair operations between 2005 and 2016. Admissions with HRU were defined as those in the highest decile for total hospital costs. Multivariable regressions were used to identify factors associated with HRU. RESULTS: An estimated 1,750,253 hospitalizations coded for elective cardiac operations. The median hospitalization cost was $34,700 (interquartile range, $26,800- to $47,100), with the HRU (N = 175,025) cutoff at $66,029. Although HRU patients comprised 10% of admissions, they accounted for 25% of cumulative costs. On multivariable regression, patient-related characteristics predictive of HRU included female sex, older age, higher comorbidity burden, non-White race, and highest income quartile. Hospital factors associated with HRU were low-volume hospitals for both coronary artery bypass graft and valvular operations. Among postoperative outcomes, mortality, infectious complications, extracorporeal membrane oxygenation use, and hospitalization for more than 8 days were associated with greater odds of HRU. CONCLUSIONS: In this nationwide study of elective cardiac surgical patients, several important patient-related and hospital factors, including patients' race, comorbidities, postoperative infectious complications, and low hospital operative volume were identified as predictors of HRU. These highly predictive factors may be used for benchmarking purposes and improvement in surgical planning.

Clinical and Financial Outcomes of Necrotizing Soft-Tissue Infections in Safety-Net Hospitals.

Background Prior work has demonstrated inferior outcomes for a multitude of medical and surgical conditions at hospitals with high burdens of underinsured patients (safety-net). The present study aimed to evaluate trends in incidence, clinical outcomes and resource utilization in the surgical management of necrotizing soft-tissue infections (NSTI) at safety-net hospitals. Materials and methods Adults requiring surgical debridement/amputation following NSTI-related hospitalizations were identified in the 2005-2018 National Inpatient Sample. Safety-net status (SNH) was assigned to institutions in the top tertile for annual proportion of underinsured patients. Logistic multivariable regression was utilized to evaluate the association of SNH with mortality, hospitalization duration (LOS), costs and discharge disposition. Results Of an estimated 212,692 patients, 76,719 (36.1%) were managed at SNH. The annual incidence of NSTI admissions increased overall while associated mortality declined. After adjustment, SNH status was associated with greater odds of mortality (adjusted odds ratios: 1.14, 95% CI: 1.03-1.26), LOS (ß: +1.8 d, 95% CI: 1.3-2.2) and costs (ß: +$4,400, 95% CI: 2,900-5,800). SNH patients had similar rates of amputation but lower likelihood of care facility or home health discharge. Conclusion With a rising incidence and overall reduction in mortality, safety-net hospitals persistently exhibit greater mortality and resource use for surgical NSTI admissions. Variation in access, disease presentation and timeliness of operative intervention may explain the observed findings.

Impact of Frailty on Clinical Outcomes and Hospitalization Costs Following Elective Colectomy.

BACKGROUND: Frailty has been increasingly recognized as a risk factor for inferior surgical outcomes and greater resource use. The present study evaluated the impact of a coding-based frailty tool on outcomes of elective colectomy in a national cohort. STUDY DESIGN: Adults undergoing elective colectomy were identified in the 2016-17 Nationwide Readmissions Database. Frailty was defined using the Johns Hopkins 10-domain coding-based binary tool. Generalized linear models were used to examine the association of frailty with in-hospital mortality, nonhome discharge, hospitalization duration (LOS), and inflation-adjusted costs. Kaplan-Meier survival analysis and log-rank test was used to compare readmissions up to 1-year. RESULTS: Of 133 175 patients, 10.6% were considered frail. The most common resections were sigmoid (43.9%) and right (34.7%) while total colectomy was least common (2.8%). After adjustment, frailty was associated with greater odds of mortality (3.2, 95% CI 2.8-3.8) and nonhome discharge (6.0, 95% CI 5.5-6.4) as well as a $13,400-increment (95% CI 12,400-14,400) in costs and 4.4-day (95% CI 4.1-4.6) increase in LOS. Nonelective readmissions at 30 days were greater in frail than non-frail groups (14.7% vs. 10.4%, P < .001). CONCLUSION: Frailty is associated with inferior clinical outcomes and increased resource use following elective colectomy. Inclusion of frailty in risk models may facilitate risk stratification and shared decision-making.

Impact of hospital volume on resource use after elective cardiac surgery: A contemporary analysis.

BACKGROUND: Institutional experience has been associated with reduced mortality after coronary artery bypass grafting and valve operations. Using a contemporary, national cohort, we examined the impact of hospital volume on hospitalization costs and postdischarge resource utilization after these operations. METHODS: Adults undergoing elective coronary artery bypass grafting or valve operations were identified in the 2016 to 2017 Nationwide Readmissions Database. Institutions were grouped into volume quartiles based on annual elective cardiac surgery caseload, and comparisons were made between the lowest and highest quartiles, using generalized linear models. RESULTS: Of an estimated 296,510 patients, 24.8% were treated at low-volume hospitals and 25.2% at high-volume hospitals. Compared with patients treated at low-volume hospitals, patients managed at high-volume hospitals were younger, had more comorbidities, and more frequently underwent combined coronary artery bypass grafting valve (13.0% vs 12.3%, P < .001) and multivalve operations (6.2% vs 3.1%, P < .001). After adjustment, operations at high-volume hospitals were associated with a $7,600 reduction (95% confidence interval $4,700-$10,500) in costs. High-volume hospitals were also associated with reduced odds of mortality, non-home discharge, and 30-day non-elective readmission compared to low-volume hospitals. CONCLUSION: Despite increased complexity at high-volume centers, greater operative volume was independently associated with reduced hospitalization costs and mortality after elective cardiac operations. Reduction in non-home discharge and readmissions suggests this effect to extend beyond acute hospitalization, which may guide value-based care paradigms.

Filtering Facepiece Respirator (N95 Respirator) Reprocessing: A Systematic Review.

IMPORTANCE: The COVID-19 pandemic has resulted in a persistent shortage of personal protective equipment; therefore, a need exists for hospitals to reprocess filtering facepiece respirators (FFRs), such as N95 respirators. OBJECTIVE: To perform a systematic review to evaluate the evidence on effectiveness and feasibility of different processes used for decontaminating N95 respirators. EVIDENCE REVIEW: A search of PubMed and EMBASE (through January 31, 2021) was completed for 5 types of respirator-decontaminating processes including UV irradiation, vaporized hydrogen peroxide, moist-heat incubation, microwave-generated steam, and ethylene oxide. Data were abstracted on process method, pathogen removal, mask filtration efficiency, facial fit, user safety, and processing capability. FINDINGS: Forty-two studies were included that examined 65 total types of masks. All were laboratory studies (no clinical trials), and 2 evaluated respirator performance and fit with actual clinical use of N95 respirators. Twenty-seven evaluated UV germicidal irradiation, 19 vaporized hydrogen peroxide, 9 moist-heat incubation, 10 microwave-generated steam, and 7 ethylene oxide. Forty-three types of N95 respirators were treated with UV irradiation. Doses of 1 to 2 J/cm2 effectively sterilized most pathogens on N95 respirators (>103 reduction in influenza virus [4 studies], MS2 bacteriophage [3 studies], Bacillus spores [2 studies], Escherichia virus MS2 [1 study], vesicular stomatitis virus [1 study], and Middle East respiratory syndrome virus/SARS-CoV-1 [1 study]) without degrading respirator components. Doses higher than 1.5 to 2 J/cm2 may be needed based on 2 studies demonstrating greater than 103 reduction in SARS-CoV-2. Vaporized hydrogen peroxide eradicated the pathogen in all 7 efficacy studies (>104 reduction in SARS-CoV-2 [3 studies] and >106 reduction of Bacillus and Geobacillus stearothermophilus spores [4 studies]). Pressurized chamber systems with higher concentrations of hydrogen peroxide caused FFR damage (6 studies), while open-room systems did not degrade respirator components. Moist heat effectively reduced SARS-CoV-2 (2 studies), influenza virus by greater than 104 (2 studies), vesicular stomatitis virus (1 study), and Escherichia coli (1 study) and preserved filtration efficiency and facial fit for 11 N95 respirators using preheated containers/chambers at 60 °C to 85 °C (5 studies); however, diminished filtration performance was seen for the Caron incubator. Microwave-generated steam (1100-W to 1800-W devices; 40 seconds to 3 minutes) effectively reduced pathogens by greater than 103 (influenza virus [2 studies], MS2 bacteriophage [3 studies], and Staphylococcus aureus [1 study]) and maintained filtration performance in 10 N95 respirators; however, damage was noted in least 1 respirator type in 4 studies. In 6 studies, ethylene oxide preserved respirator components in 16 N95 respirator types but left residual carcinogenic by-product (1 study). CONCLUSIONS AND RELEVANCE: Ultraviolet germicidal irradiation, vaporized hydrogen peroxide, moist heat, and microwave-generated steam processing effectively sterilized N95 respirators and retained filtration performance. Ultraviolet irradiation and vaporized hydrogen peroxide damaged respirators the least. More research is needed on decontamination effectiveness for SARS-CoV-2 because few studies specifically examined this pathogen.

Impact of hospital safety-net status on clinical outcomes following carotid artery revascularization.

BACKGROUND: High hospital safety-net burden has been associated with inferior clinical outcomes. We aimed to characterize the association of safety-net burden with outcomes in a national cohort of patients undergoing carotid interventions. METHODS: The 2010-2017 Nationwide Readmissions Database was used to identify adults undergoing carotid endarterectomy and carotid artery stenting. Hospitals were classified as low (LBH), medium, or high safety-net burden (HBH) based on the proportion of uninsured or Medicaid patients. Multivariable models were developed to evaluate associations between HBH and outcomes. RESULTS: Of an estimated 540,558 hospitalizations for a carotid intervention, 28.5% were at HBH. Patients treated at HBH were more likely to be admitted non-electively (28.7% vs 20.2%, P < .001), have symptomatic presentation (11.0% vs 7.7%, P < .001), and undergo carotid artery stenting (18.7% vs 8.9%, P < .001). After adjustment, HBH remained associated with increased odds of postoperative stroke (AOR 1.19, P = .023, Ref = LBH), non-home discharge (AOR 1.10, P = .026), 30-day readmissions (AOR 1.14, P < .001), and 31-90-day readmissions (AOR 1.13, P < .001), but not in-hospital mortality (AOR 1.18, P = .27). HBH was linked to increased hospitalization costs (ß +$2,169, P = .016). CONCLUSION: HBH was associated with postoperative stroke, non-home discharge, readmissions, and increased hospitalization costs after carotid revascularization. Further studies are warranted to alleviate healthcare inequality and improve outcomes at safety-net hospitals.

Outcomes and Resource Use Associated With Acute Respiratory Failure in Safety Net Hospitals Across the United States.

BACKGROUND: Despite the frequency and cost of hospitalizations for acute respiratory failure (ARF), the literature regarding the impact of hospital safety net burden on outcomes of these hospitalizations is sparse. RESEARCH QUESTION: How does safety net burden impact outcomes of ARF hospitalizations such as mortality, tracheostomy, and resource use? STUDY DESIGN AND METHODS: This was a retrospective cohort study using the National Inpatient Sample 2007-2017. All patients hospitalized with a primary diagnosis of ARF were tabulated using the International Classification of Diseases 9th and 10th Revision codes, and safety net burden was calculated using previously published methodology. High- and low-burden hospitals were generated from proportions of Medicaid and uninsured patients. Trends were analyzed using a nonparametric rank-based test, whereas multivariate logistic and linear regression models were used to establish associations of safety net burden with key clinical outcomes. RESULTS: Of an estimated 8,941,334 hospitalizations with a primary diagnosis of ARF, 33.9% were categorized as occurring at low-burden hospitals (LBHs) and 31.6% were categorized as occurring at high-burden hospitals (HBHs). In-hospital mortality significantly decreased at HBHs (22.8%-12.6%; nonparametric trend [nptrend] < .001) and LBHs (22.0%-10.9%; nptrend < .001) over the study period, as did tracheostomy placement (HBH, 5.6%-1.3%; LBH, 3.5%-0.8%; all nptrend <.001). After adjustment for patient and hospital factors, an HBH was associated with increased odds of mortality (adjusted OR [AOR], 1.11; 95% CI, 1.10-1.12) and tracheostomy use (AOR, 1.33; 95% CI, 1.29-1.37), as well as greater hospitalization costs (ß coefficient, +$1,083; 95% CI, $882-$1,294) and longer lengths of stay (ß coefficient, +3.3 days; 95% CI, 3.2-3.3 days). INTERPRETATION: After accounting for differences between patient cohorts, high safety net burden was associated independently with inferior clinical outcomes and increased costs after ARF hospitalizations. These findings emphasize the need for health care reform to ameliorate disparities within these safety net centers, which treat our most vulnerable populations.