Citations 176

Minnesota Electronic Health Record Consortium COVID-19 Project: Informing Pandemic Response Through Statewide Collaboration Using Observational Data

Public Health Reports® | January 21, 2022 | Volume: 137 | Issue: 2 | Pages: 263-271

10.1177/00333549211061317 | PMID 35060411

Objective: Robust disease and syndromic surveillance tools are underdeveloped in the United States, as evidenced by limitations and heterogeneity in sociodemographic data collection throughout the COVID-19 pandemic. To monitor the COVID-19 pandemic in Minnesota, we developed a federated data network in March 2020 using electronic health record (EHR) data from 8 multispecialty health systems. Materials and Methods: In this serial cross-sectional study, we examined patients of all ages who received a COVID-19 polymerase chain reaction test, had symptoms of a viral illness, or received an influenza test from January 3, 2016, through November 7, 2020. We evaluated COVID-19 testing rates among patients with symptoms of viral illness and percentage positivity among all patients tested, in aggregate and by zip code. We stratified results by patient and area-level characteristics. Results: Cumulative COVID-19 positivity rates were similar for people aged 12-64 years (range, 15.1%-17.6%) but lower for adults aged ≥65 years (range, 9.3%-10.7%). We found notable racial and ethnic disparities in positivity rates early in the pandemic, whereas COVID-19 positivity was similarly elevated across most racial and ethnic groups by the end of 2020. Positivity rates remained substantially higher among Hispanic patients compared with other racial and ethnic groups throughout the study period. We found similar trends across area-level income and rurality, with disparities early in the pandemic converging over time. Practice Implications: We rapidly developed a distributed data network across Minnesota to monitor the COVID-19 pandemic. Our findings highlight the utility of using EHR data to monitor the current pandemic as well as future public health priorities. Building partnerships with public health agencies can help ensure data streams are flexible and tailored to meet the changing needs of decision makers.
Tracking Blood Pressure Control Performance and Process Metrics in 25 US Health Systems: The PCORnet Blood Pressure Control Laboratory

Journal of the American Heart Association | October 6, 2021 | Volume: 10 | Issue: 21 | Pages: No page available

10.1161/jaha.121.022224 | PMID 34612048

Background The National Patient‐Centered Clinical Research Network Blood Pressure Control Laboratory Surveillance System was established to identify opportunities for blood pressure (BP) control improvement and to provide a mechanism for tracking improvement longitudinally. Methods and Results We conducted a serial cross‐sectional study with queries against standardized electronic health record data in the National Patient‐Centered Clinical Research Network (PCORnet) common data model returned by 25 participating US health systems. Queries produced BP control metrics for adults with well‐documented hypertension and a recent encounter at the health system for a series of 1‐year measurement periods for each quarter of available data from January 2017 to March 2020. Aggregate weighted results are presented overall and by race and ethnicity. The most recent measurement period includes data from 1 737 995 patients, and 11 956 509 patient‐years were included in the trend analysis. Overall, 15% were Black, 52% women, and 28% had diabetes. BP control (<140/90 mm Hg) was observed in 62% (range, 44%–74%) but varied by race and ethnicity, with the lowest BP control among Black patients at 57% (odds ratio, 0.79; 95% CI, 0.66–0.94). A new class of antihypertensive medication (medication intensification) was prescribed in just 12% (range, 0.6%–25%) of patient visits where BP was uncontrolled. However, when medication intensification occurred, there was a large decrease in systolic BP (≈15 mm Hg; range, 5–18 mm Hg). Conclusions Major opportunities exist for improving BP control and reducing disparities, especially through consistent medication intensification when BP is uncontrolled. These data demonstrate substantial room for improvement and opportunities to close health equity gaps.
Sex Differences in Treatment Strategy and Adverse Outcomes Among Patients 75 and Older With Atrial Fibrillation in the MarketScan Database

No container title available | September 22, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-852138/v1

Abstract Background: Women with atrial fibrillation (AF) experience greater symptomatology, worse quality of life, and have a higher risk of stroke as compared to men, but are less likely to receive rhythm control treatment. Whether these differences exist in elderly patients with AF, and whether sex modifies the effectiveness of rhythm versus rate control therapy has not been assessed.Methods: We studied 135,850 men and 139,767 women aged ≥75 years diagnosed with AF in the MarketScan Medicare database between 2007-2015. Anticoagulant use was defined as use of warfarin or a direct oral anticoagulant. Rate control was defined as use of rate control medication or atrioventricular node ablation. Rhythm control was defined by use of anti-arrhythmic medication, catheter ablation or cardioversion. We used multivariable Poisson and Cox regression models to estimate the association of sex with treatment strategy and to determine whether the association of treatment strategy with adverse outcomes (bleeding, heart failure and stroke) differed by sex. Results: At the time of AF, women were on average (SD) 83.8 (5.6) years old and men 82.5 (5.2) years, respectively. Compared to men, women were less likely to receive an anticoagulant or rhythm control treatment. Rhythm control (vs. rate) was associated with a greater risk for heart failure with a significantly stronger association in women (HR women = 1.41, 95%CI 1.34-1.49; HR men= 1.21, 95%CI 1.15-1.28, p <0.0001 for interaction). No sex differences were observed for the association of treatment strategy with the risk of bleeding or stroke. Conclusion: Sex differences exist in the treatment of AF among patients aged 75 years and older. Women are less likely to receive an anticoagulant and rhythm control treatment. Women were also at a greater risk of experiencing heart failure as compared to men, when treated with rhythm control strategies for AF. Efforts are needed to enhance use AF therapies among women. Future studies will need to delve into the mechanisms underlying these differences.
Survival and associated comorbidities in inclusion body myositis

Rheumatology | September 15, 2021 | Volume: 61 | Issue: 5 | Pages: 2016-2024

10.1093/rheumatology/keab716 | PMID 34534271

Abstract Objective To evaluate survival and associated comorbidities in inclusion body myositis (IBM) in a population-based, case-control study. Methods We utilized the expanded Rochester Epidemiology Project medical records-linkage system, including 27 counties in Minnesota and Wisconsin, to identify patients with IBM, other inflammatory myopathies (IIM), and age/sex-matched population-controls. We compared the frequency of various comorbidities and survival among groups. Results We identified 50 IBM patients, 65 IIM controls and 294 population controls. Dysphagia was most common in IBM (64%) patients. The frequency of neurodegenerative disorders (dementia/parkinsonism) and solid cancers was not different between groups. Rheumatoid arthritis was the most common rheumatic disease in all groups. A total of 36% of IBM patients had a peripheral neuropathy, 6% had Sjögren’s syndrome and 10% had a haematologic malignancy. T-cell large granular lymphocytic leukaemia was only observed in the IBM group. None of the IBM patients had hepatitis B or C, or HIV. IBM patients were 2.7 times more likely to have peripheral neuropathy, 6.2 times more likely to have Sjögren’s syndrome and 3.9 times more likely to have a haematologic malignancy than population controls. IBM was associated with increased mortality, with a 10-year survival of 36% from index, compared with 67% in IIM and 59% in population controls. Respiratory failure or pneumonia (44%) was the most common cause of death. Conclusions IBM is associated with lower survival, and higher frequency of peripheral neuropathy, Sjögren’s syndrome and haematologic malignancies than the general population. Close monitoring of IBM-related complications is warranted.
Use of Artificial Intelligence Tools Across Different Clinical Settings

Circulation: Cardiovascular Quality and Outcomes | August 16, 2021 | Volume: 14 | Issue: 9 | Pages: No page available

10.1161/circoutcomes.121.008153 | PMID 34397260

A systematic review and gap analysis of frailty and oral health characteristics in older adults: A call for clinical translation

Gerodontology | July 31, 2021 | Volume: 38 | Issue: 4 | Pages: 338-350

10.1111/ger.12577 | PMID 34331353

AbstractObjectiveThis systematic review updates the evidence for association between oral health characteristics and frailty status, identifying gaps in translational dental research and application of frailty assessment into clinical practice.BackgroundClinicians have little guidance on stage‐appropriate dental treatment for medically complex older adults. Oral health characteristics have been associated with frailty status, determined through validated assessment tools representing a concise measure of health. Translation of frailty assessment into dental practice has not been the focus of previous reviews.MethodsUtilising the PRISMA framework for systematic reviews, a comprehensive database search identified articles describing the association of interest. Those included were cross‐sectional or longitudinal, in English, included participants aged 50 years or older, used validated frailty assessments and measured clinically relevant oral health outcomes. From 835 screened articles, 26 full‐text articles were eligible for quality appraisal and synthesis.ResultsFrailty prevalence ranged from 8.5% to 66.0%. Most studies utilised the Fried frailty criteria. Qualitative synthesis of 17 cross‐sectional and nine longitudinal studies demonstrated significant covariate‐adjusted association between frailty status and number of teeth, chewing ability, prosthetic characteristics, dental caries, periodontitis, dental utilisation and oral health‐related quality of life factors. Variability in findings reflected study sample diversity based on country of study origin, age at recruitment, sample size, frailty assessment type, use of clinical versus self‐reported outcome measures and differences in statistical analysis.ConclusionDespite robust evidence of association with oral health characteristics, frailty assessment has yet to be sufficiently applied to translational dental research and clinical practice.
Abstract P146: Depression Predicts Increased Healthcare Utilization and Death Among Community Patients with Heart Failure

Circulation: Cardiovascular Quality and Outcomes | July 3, 2021 | Volume: 4 | Issue: suppl_2 | Pages: No page available

10.1161/circoutcomes.4.suppl_2.ap146

Background: The increasing prevalence of heart failure (HF) and high associated costs has spurred investigation of factors related to adverse outcomes in these patients. Reports to date present discrepant evidence regarding the link between depression and HF outcomes, and only scarce data related to healthcare utilization in the form of emergency department (ED) visits are available. Purpose: To evaluate the relationship of depression with healthcare utilization and death among HF patients in the community. Methods: Residents of Olmsted, Dodge, and Fillmore, MN counties with HF were prospectively recruited between October 2007 and December 2010, and completed a 9-item Patient Health Questionnaire (PHQ-9) for depression categorized as: none-minimal (PHQ-9 score 0-4), mild (5-9), or moderate-severe (≥10). Anderson-Gill models were used to determine if depression predicted hospitalizations and ED visits while proportional hazards regression estimated hazard ratios for death. Results: Among 411 HF patients (mean age 73±13, 58% male), 15% had moderate-severe depression, 27% mild, and 58% none-minimal. Over a mean follow-up of 1.5 years, 613 hospitalizations, 786 ED visits, and 75 deaths occurred. The risk of all adverse outcomes increased stepwise with increasing severity of depression (Table). After adjustment for key clinical characteristics, moderate-severe depression was associated with nearly a 2-fold increased risk of hospitalization and ED visits, and almost a 4-fold increased risk of death. These results are independent of coexisting comorbidities. Conclusions: Depression is frequent among HF patients in the community and independently predicts a significant increase in the use of healthcare resources and mortality. Greater attention to the recognition and management of depression in HF may improve clinical outcomes and decrease healthcare utilization and expenditures in these patients. Hazard Ratios (95%CI) for Hospitalizations and All-Cause Mortality by Severity of Depression None-Minimal Mild Moderate-Severe P for trend Hospitalizations Crude 1.00 (ref) 1.23 (0.91-1.66) 2.01 (1.39-2.89) <0.001 Fully-Adjusted * 1.00 (ref) 1.15 (0.86-1.54) 1.93 (1.37-2.71) 0.001 Emergency Department Visits Crude 1.00 (ref) 1.42 (1.03-1.96) 1.99 (1.42-2.79) <0.001 Fully-Adjusted * 1.00 (ref) 1.39 (1.00-1.93) 1.98 (1.40-2.79) <0.001 All-Cause Mortality Crude 1.00 (ref) 1.53 (0.87-2.68) 3.33 (1.95-5.70) <0.001 Fully-Adjusted * 1.00 (ref) 1.55 (0.88-2.74) 3.84 (2.21-6.68) <0.001 * Adjusted for age, sex, and Charlson comorbidity index
Abstract P117: Frailty and Outcomes among Heart Failure Patients in the Community

Circulation: Cardiovascular Quality and Outcomes | July 3, 2021 | Volume: 4 | Issue: suppl_2 | Pages: No page available

10.1161/circoutcomes.4.suppl_2.ap117

Objective: To determine among community heart failure (HF) patients whether frailty is associated with an increased risk of hospitalization, emergency department (ED) visits and death, independently of comorbidities. Background: Frailty is associated with adverse outcomes in some populations; however the prognostic value of frailty among HF patients is not fully documented, particularly for healthcare utilization. Methods: Olmsted, Dodge and Fillmore County residents with HF between 10/2007 and 12/2010 were prospectively recruited to undergo frailty assessment. Frailty was defined as 3 or more of the following: unintentional weight loss >10 lbs. in 1 year, physical exhaustion, weak grip strength, and slowness and low activity measured by the SF-12 physical component score. Intermediate frailty was defined as having 1-2 components. To account for repeated events, Anderson-Gill modeling was used to determine if frailty predicted hospitalization or ED visits. Cox proportional hazards regression examined associations between frailty and death. Results: Among 409 patients (mean age 73±13, 58% male), 19% were frail and 55% had intermediate frailty. Within one year, 449 hospitalizations, 523 ED visits and 34 deaths occurred. There was a positive graded association between frailty and hospitalization and ED visits (Table). After adjustment for age, sex, ejection fraction and comorbidity, frailty was associated with an 80% increased risk of hospitalization and a 60% increased risk of ED visits. Frailty was also associated with more than a 2-fold increased risk of death after adjustment. Conclusion: In the community, frailty is prevalent and is a strong and independent predictor of hospitalizations, ED visits and death among HF patients. As it is independent from coexisting comorbidities, frailty defines new avenues for intervention and should be formally assessed clinically. Hazard Ratios (95% CI) for Hospitalizations, Emergency Department Visits and Death by Frailty Status Not Frail Intermediate Frail Frail P for trend Hospitalization Crude 1.00 1.46 (1.05-2.02) 2.15 (1.45-3.19) <0.001 Fully-adjusted 1.00 1.29 (0.94-1.77) 1.82 (1.22-2.73) 0.005 Emergency Department Visits Crude 1.00 1.59 (1.14-2.21) 1.88 (1.22-2.90) 0.002 Fully-adjusted 1.00 1.46 (1.05-2.05) 1.58 (1.01-2.48) 0.034 Death Crude 1.00 1.40 (0.73-2.69) 3.98 (2.01-7.90) <0.001 Fully-adjusted 1.00 0.87 (0.44-1.73) 2.42 (1.19-4.95) 0.003
Abstract 204: Cardiovascular Mortality and Non-fatal Cardiovascular Events After Diagnosis of Acute Aortic Syndrome

Circulation: Cardiovascular Quality and Outcomes | July 3, 2021 | Volume: 11 | Issue: suppl_1 | Pages: No page available

10.1161/circoutcomes.11.suppl_1.204

Background: Acute aortic syndrome (AAS) includes aortic dissection (AD), intramural hematoma (IMH) and penetrating aortic ulcer (PAU) and confers high rates of aortic related events. However, the risk of cardiovascular (CV) events in this patient group is unknown. The aim of this study was to define the rates of CV events in an incident cohort of AAS patients. Methods: Medical records and death certificates of all Olmsted County, MN residents with a diagnosis of AAS from 1995-2015 were reviewed and compared to age- and sex- matched population controls. Primary outcome was non-aortic CV mortality. Secondary outcome was overall mortality and first time non-fatal CV event (myocardial infarction (MI), heart failure (HF) or stroke). Events were analyzed using Cox proportional hazards regression adjusting for comorbidities. Results: Of 133 patients with AAS (77 AD, 21 IMH, 35 PAU) 57% were male, median age was 72 (SD 14) and median follow-up was 10 years. Overall survival in AAS cases and controls was 62% versus 83% at 5 years and 44% versus 60% at 10 years (adj HR 1.8, p<.001, 95% CI 1.3-2.4). CV death occurred in 21 (29%) of 73 AAS decedents due to HF (9), MI (5), other cardiac causes (5), stroke (1) and peripheral vascular disease (1). CV-related survival at 5 and 10 years after AAS diagnosis (91% and 81%) was not significantly different from controls (95% and 86%) after adjustment for comorbidities (adj HR 1.8, p=.1, 95% CI 0.9-3.6). AAS was associated with an increased risk of any first time CV event (adj HR 2.6, p<.001, 95% CI 1.6-4.4; Figure), first time diagnosis of MI (adj HR 2.8, p<.001, 95% CI 1.7-4.7) and HF (adj HR 3.2, p<.001, 95% CI 1.6-6.2) but not stroke. When excluding acute events within 14 days of diagnosis, AAS was still associated with a significantly higher mortality (adj HR 1.6, p=.011, 95% CI 1.1-2.4) and an increased risk of any first time CV event (adj HR 2.2, p=.018, 95% CI 1.1-4.1), first time MI (adj HR 2.2, p=.012, 95% CI 1.2-4.1) and HF (adj HR 2.9, p=.006, 95% CI 1.4-6.2) but not stroke. Conclusions: AAS is associated with a higher overall mortality and an increased risk of any first time CV event, first time MI and HF that persists beyond the acute phase. These data highlight the risk of CV events among those with AAS and implicate the need for long-term cardiovascular management in these patients.
Abstract 304: Nonfatal Outcomes Following Incident Atrial Fibrillation: A Community Study

Circulation: Cardiovascular Quality and Outcomes | July 3, 2021 | Volume: 7 | Issue: suppl_1 | Pages: No page available

10.1161/circoutcomes.7.suppl_1.304

Background: Atrial fibrillation (AF) is the most common cardiac arrhythmia in current clinical practice. Yet, contemporary community data on adverse outcomes, such as ischemic stroke (IS) and heart failure (HF), are scarce. Methods: We assembled a community-based cohort of incident AF among Olmsted County, MN residents ≥18 years of age from 2000-2010. IS, transient ischemic attack (TIA), and incident HF occurring through 12/31/2012 were identified using diagnosis codes and were manually validated. Cox proportional hazards regression was used to determine age- and sex-adjusted predictors of IS/TIA and HF, as well as the association of year of AF diagnosis with these outcomes after adjustment for demographics and comorbidities. Results: Among 3315 incident AF (mean age 72.6 years, 52% male), 346 (10%) developed a subsequent IS (n=230) or TIA (n=116) over a mean follow-up of 4.2 years. In the 2807 AF patients without prior HF, 782 (28%) developed HF over a mean of 3.9 years. Differences in the predictors of subsequent IS/TIA and HF were observed (Figure). Increasing age, female sex, and prior IS/TIA were associated with an increased risk of IS/TIA, whereas increasing age, obesity, smoking, prior myocardial infarction, diabetes, chronic obstructive pulmonary disease, peripheral vascular disease, prior IS/TIA, and renal disease predicted the development of HF after AF. The risk of subsequent IS/TIA or HF did not differ by year of AF diagnosis. Compared to those diagnosed with AF in 2000-2003, the adjusted hazard ratios (HR) (95% CI) for ischemic IS/TIA were 0.84 (0.65-1.08) and 1.02 (0.76-1.36) for those diagnosed with AF in 2004-2007 and 2008-2010, respectively (P time trend =0.58); similar results were observed for IS alone. The corresponding HRs for HF were 0.99 (0.83-1.16) and 0.93 (0.76-1.13) for those diagnosed with AF in 2004-2007 and 2008-2010 compared to 2000-2003 (P time trend =0.43). Conclusions: In the community, adverse outcomes are frequent after AF, and HF occurs more frequently than IS/TIA. Risk factors differed for IS/TIA and HF, suggesting that pathways to the occurrence of these outcomes, as well as prevention strategies, may differ. Finally, the occurrence of these outcomes did not decline over the last decade, highlighting the importance of continued rigorous surveillance of adverse outcomes in AF.