Novel computational methods on electronic health record yields new estimates of transfusion-associated circulatory overload in populations enriched with high-risk patients.

BACKGROUND: Transfusion-associated circulatory overload (TACO) is a severe adverse reaction (AR) contributing to the leading cause of mortality associated with transfusions. As strategies to mitigate TACO have been increasingly adopted, an update of prevalence rates and risk factors associated with TACO using the growing sources of electronic health record (EHR) data can help understand transfusion safety. STUDY DESIGN AND METHODS: This retrospective study aimed to provide a timely and reproducible assessment of prevalence rates and risk factors associated with TACO. Novel natural language processing methods, now made publicly available on GitHub, were developed to extract ARs from 3178 transfusion reaction reports. Other patient-level data were extracted computationally from UCSF EHR between 2012 and 2022. The odds ratio estimates of risk factors were calculated using a multivariate logistic regression analysis with case-to-control matched on sex and age at a ratio of 1:5. RESULTS: A total of 56,208 patients received transfusions (total 573,533 units) at UCSF during the study period and 102 patients developed TACO. The prevalence of TACO was estimated to be 0.2% per patient (102/total 56,208). Patients with a history of coagulopathy (OR, 1.36; 95% CI, 1.04-1.79) and transplant (OR, 1.99; 95% CI, 1.48-2.68) were associated with increased odds of TACO. DISCUSSION: While TACO is a serious AR, events remained rare, even in populations enriched with high-risk patients. Novel computational methods can be used to find and continually surveil for transfusion ARs. Results suggest that patients with history or presence of coagulopathy and organ transplant should be carefully monitored to mitigate potential risks of TACO.

Patterns of Use and Clinical Outcomes with Angiotensin-Converting Enzyme Inhibitors and Angiotensin Receptor Blockers in Acute Heart Failure and Changes in Kidney Function: An Analysis of the Veterans' Health Administrative Database.

OBJECTIVE: The aim of the study was to determine patterns and predictors of utilization of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers (ACEI/ARBs) in patients with acute heart failure (AHF) and changes in kidney function at admission, hospitalization, and discharge in relation to clinical outcomes. METHODS: This retrospective analysis of the Veterans' Health Administration data (2016) included patients with heart failure (HF) with reduced ejection fraction who were hospitalized. Patients with an estimated glomerular filtration <15 cm3/min/1.73 m2 and those on dialysis were excluded. Patients were categorized based on the use of ACEI/ARB as continued, initiated, discontinued, or no therapy. Multivariable logistic regression evaluated predictors of being discharged home on an ACEI/ARB. Cox regression analysis evaluated outcomes (30 and 180-day mortality/HF readmissions). RESULTS: 3,652 patients were included, of which 37% of patients hospitalized for AHF had ACEI/ARB discontinued on admission, or not initiated. After adjusting for age, blood pressure, and serum potassium, a per-unit increase in admission serum creatinine (SCr) was independently associated with lower rates of continuation or initiation of ACEI/ARB odds ratio 0.51 95% confidence interval (CI) (0.46-0.57). Discharge on ACEI/ARB was independently associated with lower odds of 30- and 180-day mortality hazard ratio (HR) 0.36 95% CI (0.25-0.52), and HR 0.23 95% CI (0.19-0.27), respectively. CONCLUSION: Higher SCr at admission is an important determinant of ACEI/ARB being discontinued or withheld in patients admitted with AHF. ACEI/ARB at discharge was associated with lower mortality in patients with AHF.

Cardiovascular Disease Risk Management in Persons With HIV: Does Clinician Specialty Matter?

BACKGROUND: The impact of clinician specialty on cardiovascular disease risk factor outcomes among persons with HIV (PWH) is unclear. METHODS: PWH receiving care at 3 Southeastern US academic HIV clinics between January 2014 and December 2016 were retrospectively stratified into 5 groups based on the specialty of the clinician managing their hypertension or hyperlipidemia. Patients were followed until first atherosclerotic cardiovascular disease event, death, or end of study. Outcomes of interest were meeting 8th Joint National Commission (JNC-8) blood pressure (BP) goals and National Lipid Association (NLA) non-high-density lipoprotein (HDL) goals for hypertension and hyperlipidemia, respectively. Point estimates for associated risk factors were generated using modified Poisson regression with robust error variance. RESULTS: Of 1667 PWH in the analysis, 965 had hypertension, 205 had hyperlipidemia, and 497 had both diagnoses. At study start, the median patient age was 52 years, 66% were Black, and 65% identified as male. Among persons with hypertension, 24% were managed by an infectious diseases (ID) clinician alone, and 5% were co-managed by an ID clinician and a primary care clinician (PCC). Persons managed by an ID clinician were less likely to meet JNC-8 hypertension targets at the end of observation than the rest of the cohort (relative risk [RR], 0.84; 95% CI, 0.75-0.95), but when mean study blood pressure was considered, there was no difference between persons managed by ID and the rest of the cohort (RR, 0.96; 95% CI, 0.88-1.05). There was no significant association between the ID clinician managing hyperlipidemia and meeting NLA non-HDL goals (RR, 0.89; 95% CI, 0.68-1.15). CONCLUSIONS: Clinician specialty may play a role in suboptimal hypertension outcomes in persons with HIV.