The Intersections of COVID-19, HIV, and Race/Ethnicity: Machine Learning Methods to Identify and Model Risk Factors for Severe COVID-19 in a Large U.S. National Dataset.

We investigate risk factors for severe COVID-19 in persons living with HIV (PWH), including among racialized PWH, using the U.S. population-sampled National COVID Cohort Collaborative (N3C) data released from January 1, 2020 to October 10, 2022. We defined severe COVID-19 as hospitalized with invasive mechanical ventilation, extracorporeal membrane oxygenation, discharge to hospice or death. We used machine learning methods to identify highly ranked, uncorrelated factors predicting severe COVID-19, and used multivariable logistic regression models to assess the associations of these variables with severe COVID-19 in several models, including race-stratified models. There were 3 241 627 individuals with incident COVID-19 cases and 81 549 (2.5%) with severe COVID-19, of which 17 445 incident COVID-19 and 1 020 (5.8%) severe cases were among PWH. The top highly ranked factors of severe COVID-19 were age, congestive heart failure (CHF), dementia, renal disease, sodium concentration, smoking status, and sex. Among PWH, age and sodium concentration were important predictors of COVID-19 severity, and the effect of sodium concentration was more pronounced in Hispanics (aOR 4.11 compared to aOR range: 1.47-1.88 for Black, White, and Other non-Hispanics). Dementia, CHF, and renal disease was associated with higher odds of severe COVID-19 among Black, Hispanic, and Other non-Hispanics PWH, respectively. Our findings suggest that the impact of factors, especially clinical comorbidities, predictive of severe COVID-19 among PWH varies by racialized groups, highlighting a need to account for race and comorbidity burden when assessing the risk of PWH developing severe COVID-19.

Developing wipe sampling strategy guidance for assessing environmental contamination of antineoplastic drugs.

Surveillance for environmental contamination of antineoplastic drugs has been recommended by authoritative bodies such as the United States Pharmacopeia and the National Association of Pharmacy Regulatory Authorities. Clear guidance is needed on how to develop sampling strategies that align with surveillance objectives efficiently and effectively. We conducted a series of simulations using previously collected surveillance data from nine cancer treatment centers to evaluate different sampling strategies. We evaluated the impact of sampling 2, 5, 10, or 20 surfaces, at monthly, quarterly, semi-annual, and annual frequencies, while employing either a random or sentinel surface selection strategy to assess contamination by a single antineoplastic drug (AD) or by a panel of three ADs. We applied two different benchmarks: a binary benchmark of above or below the limit of detection and AD-specific hygienic guidance values, based on 90th percentile values as quantitative benchmarks. The use of sentinel surfaces to evaluate a three-drug panel relative to 90th percentile hygienic guidance values (HGVs) resulted in the most efficient and effective surveillance strategy.

The impact of regional STEMI systems on protocol use and quality improvement initiatives in community hospitals without cardiac catheterization laboratories.

Study objective: Since the 1990s, national guidelines have recommended hospitals develop STEMI treatment protocols and monitor quality. A 2003 survey of Minnesota hospitals without cardiac catheterization laboratories (CCL) found <2/3 had STEMI protocols, <50% had a quality assessment (QA) process, and protocols in existence were incomplete. We evaluated temporal changes in STEMI processes in relationship to changes in mortality. Design setting and participants: Follow-up surveys were mailed to emergency departments at 108 Minnesota hospitals without CCL. Results: Among 87% of responding hospitals, 89% had formal protocols or guidelines for STEMI management compared to 63% in 2003 (p < 0.001). In 2010, 67% of hospitals had triage/transfer criteria and 15% of hospitals used protocols for transfer decisions, compared to only 8% (p < 0.001) and 1% (p = 0.098), respectively, in 2003. The percentage of hospitals transferring patients with STEMI from the emergency department increased from 23% in 2003 to 56% in 2010 (p < 0.001). During this time, age-adjusted acute MI mortality rate in Minnesota decreased 33% and was more pronounced in areas with regional STEMI systems. Conclusions: Since 2003, utilization of STEMI guidelines, protocols, and standing orders in Minnesota hospitals without CCL has markedly improved with <10% of hospitals lacking specific STEMI management protocols. The majority of hospitals routinely transfer patients with STEMI for primary PCI and have comprehensive QA processes. This improvement was stimulated by regional STEMI systems, further supporting the current class I recommendation for STEMI systems of care in current guidelines. The decline in Minnesota STEMI mortality paralleled the growth of regional STEMI systems.

Multi-institution assessment of the use and risk of cardiovascular computed tomography in pediatric patients with congenital heart disease.

BACKGROUND: Cardiac computed tomography (CT) is increasingly used in pediatric patients with congenital heart disease (CHD). Variability of practice and of comprehensive diagnostic risk across institutions is not known. METHODS: Four centers prospectively enrolled consecutive pediatric CHD patients <18 years of age undergoing cardiac CT from January 6, 2017 to 1/30/2020. Patient characteristics, cardiac CT data and comprehensive diagnostic risk were compared by age and institutions. Risk categories included sedation and anesthesia use, vascular access, contrast exposure, cardiovascular medication, adverse events (AEs), and estimated radiation dose. RESULTS: Cardiac CT was performed in 1045 pediatric patients at a median (interquartile range, IQR) age of 1.7 years (0.3, 11.0). The most common indications were arterial abnormalities, suspected coronary artery anomalies, functionally single ventricle heart disease, and tetralogy of Fallot/pulmonary atresia. Sedation was used in 8% and anesthesia in 11% of patients. Peripheral vascular access was utilized for 93%. Median contrast volume was 2 â€‹ml/kg. Beta blockers were administered in 11% of cases and nitroglycerin in 2% of cases. The median (IQR) total procedural dose length product (DLP) was 20 â€‹mGy∗cm (10, 50). Sedation, vascular access, contrast exposure, use of cardiovascular medications and radiation dose estimates varied significantly by institution and age (p â€‹< â€‹0.001). Seven minor adverse events (0.7%) and no major adverse events were reported. CONCLUSION: Cardiac CT for CHD is safe in pediatric patients when appropriate CT technology and expertise are available. Scans can be acquired at relatively low radiation exposure with few minor adverse events.

Transcatheter aortic valve replacement in patients with severe comorbidities: A retrospective cohort study.

OBJECTIVE: To investigate the long-term outcomes of patients with severe comorbidities (sCM) undergoing transcatheter aortic valve replacement (TAVR). BACKGROUND: The benefit of TAVR may be limited among patients with sCM due to a lack of mortality- or quality-of-life-benefit. METHODS: All TAVR patients in the Allina Health System between January 1, 2011 and August 7, 2018 were included (n = 890, 82 ± 8 years, 55% men). sCM included: severe lung disease, severe liver disease, end-stage renal disease, severe, severe dementia, severe dilated cardiomyopathy, and frailty. Outcomes between patients with (n = 215, 24%) and without (n = 675, 76%) sCM were compared. RESULTS: At baseline, patients with sCM had worse symptoms, higher STS-PROM and a lower Kansas City Cardiomyopathy Questionnaire (KCCQ) score compared to those without. During a median follow-up of 15 months (IQR, 7-29 months), there were 208 (23%) deaths. Patients with sCM had a lower 3-year survival free from all-cause mortality (40% vs. 79%, p < .001), and lower 3-year survival free from the composite endpoint of all-cause mortality, re-hospitalization for heart failure, myocardial infarction or stroke (31% vs. 64%, p < .001) compared to those without sCM. The estimated monthly increase in KCCQ scores following TAVR was 1.5, 95%CI (1.3, 1.7), p < .001 irrespective of sCM grouping. From Cox regression analysis, severe comorbidities, with the exception of liver disease, were associated with an increased risk of all-cause mortality and any additional comorbidity was associated with a multiplicative increase in risk of mortality of 2.8 (95%CI 2.3, 3.6), p < .001. CONCLUSIONS: TAVR patients with sCM have poor 3-year outcomes but may experience improvements in their quality of life.

Multidisciplinary shock team is associated with improved outcomes in patients undergoing ECPR.

OBJECTIVES: Veno-arterial extracorporeal membrane oxygenation (VA ECMO) has been increasingly used in cardiopulmonary resuscitation (ECPR) in select patients. Few centers have published their experience or outcomes with ECPR. The aim of our study was to evaluate outcomes of adult patients in cardiac arrest placed on VA ECMO in the catheterization laboratory. METHODS: We performed a retrospective analysis of adult patients in refractory cardiac arrest who underwent ECPR at the Minneapolis Heart Institute (MHI) at Abbott Northwestern Hospital from January 2012 to December 2017. Relevant data were obtained from electronic medical records, including arrest to ECMO flow time, total ECMO support time, and outcomes. RESULTS: Twenty-six adult patients underwent ECPR at the study site during the defined time period. Seven patients (27%) sustained cardiac arrest out of hospital, 19 patients arrested in-hospital with eight of those occurring in the catheterization laboratory. Seventeen (65%) patients had initial rhythm of ventricular fibrillation or tachycardia (VF/VT). All patients underwent mechanical CPR with LUCAS device. Overall 30 day and 6 month survival was 69%. Median time from arrest to ECMO flow was 46 mins (21,68) vs 61 mins (36,71) in survivors and non-survivors, respectively. Sixteen of 18 survivors discharged with a CPC score of 1 or 2. CONCLUSIONS: We demonstrate that adult patients in cardiac arrest initiated on VA ECMO in the cardiac catheterization laboratory and cared for by a multidisciplinary shock team in the critical care unit have superior long-term survival and functionally favorable neurologic recovery when compared to current literature.