Grace Hsu
Kaiser Permanente
Network
Latest external collaboration on country level. Dive into details by clicking on the dots.
Publication
Featured researches published by Grace Hsu.
Journal of the American Heart Association | 2013
David D. McManus; Grace Hsu; Sue Hee Sung; Jane S. Saczynski; David H. Smith; David J. Magid; Jerry H. Gurwitz; Robert J. Goldberg; Alan S. Go
Background Atrial fibrillation (AF) and heart failure (HF) are 2 of the most common cardiovascular conditions nationally and AF frequently complicates HF. We examined how AF has impacts on adverse outcomes in HF‐PEF versus HF‐REF within a large, contemporary cohort. Methods and Results We identified all adults diagnosed with HF‐PEF or HF‐REF based on hospital discharge and ambulatory visit diagnoses and relevant imaging results for 2005–2008 from 4 health plans in the Cardiovascular Research Network. Data on demographic features, diagnoses, procedures, outpatient pharmacy use, and laboratory results were ascertained from health plan databases. Hospitalizations for HF, stroke, and any reason were identified from hospital discharge and billing claims databases. Deaths were ascertained from health plan and state death files. Among 23 644 patients with HF, 11 429 (48.3%) had documented AF (9081 preexisting, 2348 incident). Compared with patients who did not have AF, patients with AF had higher adjusted rates of ischemic stroke (hazard ratio [HR] 2.47 for incident AF; HR 1.57 for preexisting AF), hospitalization for HF (HR 2.00 for incident AF; HR 1.22 for preexisting AF), all‐cause hospitalization (HR 1.45 for incident AF; HR 1.15 for preexisting AF), and death (incident AF HR 1.67; preexisting AF HR 1.13). The associations of AF with these outcomes were similar for HF‐PEF and HF‐REF, with the exception of ischemic stroke. Conclusions AF is a potent risk factor for adverse outcomes in patients with HF‐PEF or HF‐REF. Effective interventions are needed to improve the prognosis of these high‐risk patients.
The American Journal of Medicine | 2013
Jerry H. Gurwitz; David J. Magid; David H. Smith; Robert J. Goldberg; David D. McManus; Larry A. Allen; Jane S. Saczynski; Micah L. Thorp; Grace Hsu; Sue Hee Sung; Alan S. Go
BACKGROUND We assessed the prevalence of preserved left ventricular ejection fraction in patients with incident heart failure and differences in the demographic and clinical characteristics that may differentiate patients presenting with heart failure with preserved versus reduced left ventricular ejection fraction. METHODS We identified all patients with newly diagnosed heart failure between 2005 and 2008 from 4 sites in the Cardiovascular Research Network on the basis of hospital discharge and ambulatory visit diagnoses, and assigned a category of preserved, borderline, or reduced left ventricular ejection fraction using data from electronic databases and chart review. RESULTS We identified 11,994 patients with incident heart failure; of these, 6210 (51.8%) had preserved left ventricular ejection fraction, 1870 (15.6%) had borderline systolic dysfunction, and 3914 (32.6%) had reduced left ventricular ejection fraction. For those with heart failure with preserved left ventricular ejection fraction, the mean age was 74.7 years and 57.1% were women; for those with borderline systolic dysfunction, the mean age was 71.6 years and 38.4% were women; and for those with reduced left ventricular ejection fraction, the mean age was 69.1 years and 32.6% were women. Compared with white patients, black patients were less likely to have heart failure with preserved systolic function. Those with a history of coronary artery bypass surgery, mitral or aortic valvular disease, atrial fibrillation or flutter, or a diagnosis of hypertension were more likely to have heart failure with preserved systolic function, as were those with a diverse range of noncardiac comorbid conditions, including chronic lung disease, chronic liver disease, a history of a hospitalized bleed, a history of a mechanical fall, a diagnosis of depression, and a diagnosis of dementia. Patients with a history of acute myocardial infarction and a history of ventricular fibrillation or ventricular tachycardia were less likely to have heart failure with preserved left ventricular ejection fraction. Patients with higher systolic blood pressures at baseline and lower low-density lipoprotein levels were more likely to have heart failure with preserved left ventricular ejection fraction, as were those with lower hemoglobin levels and the lowest glomerular filtration rates. CONCLUSIONS Heart failure with preserved left ventricular ejection fraction is the most common form of the heart failure syndrome among patients newly presenting with this condition, and women and older adults are especially affected. Evidence-based treatment strategies apply to less than one third of patients with newly diagnosed heart failure.
Circulation-cardiovascular Quality and Outcomes | 2013
David H. Smith; Micah L. Thorp; Jerry H. Gurwitz; David D. McManus; Robert J. Goldberg; Larry A. Allen; Grace Hsu; Sue Hee Sung; David J. Magid; Alan S. Go
Background— There is scant evidence on the effect that chronic kidney disease (CKD) confers on clinically meaningful outcomes among patients with heart failure with preserved left ventricular ejection fraction (HF-PEF). Methods and Results— We identified a community-based cohort of patients with HF. Electronic medical record data were used to divide into HF-PEF and reduced left ventricular EF on the basis of quantitative and qualitative estimates. Level of CKD was assessed by estimated glomerular filtration rate (eGFR) and by dipstick proteinuria. We followed patients for a median of 22.1 months for outcomes of death and hospitalization (HF-specific and all-cause). Multivariable Cox regression estimated the adjusted relative-risk of outcomes by level of CKD, separately for HF-PEF and HF with reduced left ventricular EF. We identified 14 579 patients with HF-PEF and 9762 with HF with reduced left ventricular EF. When compared with patients with eGFR between 60 and 89 mL/min per 1.73 m2, lower eGFR was associated with an independent graded increased risk of death and hospitalization. For example, among patients with HF-PEF, the risk of death was nearly double for eGFR 15 to 29 mL/min per 1.73 m2 and 7× higher for eGFR<15 mL/min per 1.73 m2, with similar findings in those with HF with reduced left ventricular EF. Conclusions— CKD is common and an important independent predictor of death and hospitalization in adults with HF across the spectrum of left ventricular systolic function. Our study highlights the need to develop new and effective interventions for the growing number of patients with HF complicated by CKD.
Circulation-heart Failure | 2013
Larry A. Allen; David J. Magid; Jerry H. Gurwitz; David H. Smith; Robert J. Goldberg; Jane S. Saczynski; Micah L. Thorp; Grace Hsu; Sue Hee Sung; Alan S. Go
Background—Although heart failure (HF) is a syndrome with important differences in response to therapy by left ventricular ejection fraction (LVEF), existing risk stratification models typically group all HF patients together. The relative importance of common predictor variables for important clinical outcomes across strata of LVEF is relatively unknown. Methods and Results—We identified all members with HF between 2005 and 2008 from 4 integrated healthcare systems in the Cardiovascular Research Network. LVEF was categorized as preserved (LVEF ≥50% or normal), borderline (41%–49% or mildly reduced), and reduced (⩽40% or moderately to severely reduced). We used Cox regression models to identify independent predictors of death and hospitalization by LVEF category. Among 30 094 ambulatory adults with HF, mean age was 74 years and 46% were women. LVEF was preserved in 49.5%, borderline in 16.2%, and reduced in 34.3% of patients. During a median follow-up of 1.8 years (interquartile range, 0.8–3.1), 8060 (26.8%) patients died, 8108 (26.9%) were hospitalized for HF, and 20 272 (67.4%) were hospitalized for any reason. In multivariable models, nearly all tested covariates performed similarly across LVEF strata for the outcome of death from any cause, as well as for HF-related and all-cause hospitalizations. Conclusions—We found that in a large, diverse contemporary HF population, risk assessment was strikingly similar across all LVEF categories. These data suggest that, although many HF therapies are uniquely applied to patients with reduced LVEF, individual prognostic factor performance does not seem to be significantly related to level of left ventricular systolic function.
The American Journal of Medicine | 2015
Jerry H. Gurwitz; David J. Magid; David H. Smith; Grace Hsu; Sue Hee Sung; Larry A. Allen; David D. McManus; Robert J. Goldberg; Alan S. Go
BACKGROUND An improved understanding of racial differences in the natural history, clinical characteristics, and outcomes of heart failure will have important clinical and public health implications. We assessed how clinical characteristics and outcomes vary across racial groups (whites, blacks, and Asians) in adults with heart failure with preserved ejection fraction. METHODS We identified all adults with heart failure with preserved ejection fraction between 2005 and 2008 from 4 health systems in the Cardiovascular Research Network using hospital principal discharge and ambulatory visit diagnoses. RESULTS Among 13,437 adults with confirmed heart failure with preserved ejection fraction, 85.9% were white, 7.6% were black, and 6.5% were Asian. After adjustment for potential confounders and use of cardiovascular therapies, compared with whites, blacks (adjusted hazard ratio [HR], 0.72; 95% confidence interval [CI], 0.62-0.85) and Asians (HR, 0.75; 95% CI, 0.64-0.87) had a lower risk of death from any cause. Compared with whites, blacks had a higher risk of hospitalization for heart failure (HR, 1.48; 95% CI, 1.29-1.68); no difference was observed for Asians compared with whites (HR, 1.01; 95% CI, 0.86-1.18). Compared with whites, no significant differences were detected in risk of hospitalization for any cause for blacks (HR, 1.03; 95% CI, 0.95-1.12) and Asians (HR, 0.93; 95% CI, 0.85-1.02). CONCLUSIONS In a diverse population with heart failure with preserved ejection fraction, we observed complex relationships between race and important clinical outcomes. More detailed studies of large populations are needed to fully characterize the epidemiologic picture and to elucidate potential pathophysiologic and treatment-response differences that may relate to race.
American Journal of Cardiology | 2013
Robert J. Goldberg; Jerry H. Gurwitz; Jane S. Saczynski; Grace Hsu; David D. McManus; David J. Magid; David H. Smith; Alan S. Go
Limited data exist describing the differences in the medical treatment of patients with heart failure with preserved ejection fraction (HF-PEF) from those with heart failure with reduced ejection fraction (HF-REF) in more generalizable population-based cohorts. We studied patients with incident HF diagnosed from 2005 to 2008 from 4 sites participating in the Cardiovascular Research Network. These patients, their medication profile, and left ventricular systolic function status were identified from the hospital discharge and ambulatory visit diagnoses, pharmacy dispensing information, and imaging reports found in the health plan electronic databases and through chart review. The study population consisted of 6,210 patients with newly diagnosed HF-PEF and 3,914 patients with newly diagnosed HF-REF. The mean age of our study population was 73 years, 48% were women, and 74% were white. The patients with HF-REF were less likely to have been treated with various cardiac and HF-related medications before their index HF event; however, they were significantly more likely to have been treated with new cardiac medications and HF therapies after the diagnosis of HF than were the patients with HF-PEF. After controlling for several potentially confounding factors, the patients with HF-PEF were significantly less likely to have been treated with multiple cardiac drug regimens (adjusted odds ratio 0.69, 95% confidence interval 0.59 to 0.81) and multiple HF-related therapies (adjusted odds ratio 0.40, 95% confidence interval 0.38 to 0.42) than were patients with HF-REF. In conclusion, the present results from a large, population-based sample suggest considerable variation in the previous and new use of different cardiac medication classes of drugs in patients with HF-PEF versus HF-REF.
Jacc-cardiovascular Imaging | 2014
Steven A. Farmer; Justin Lenzo; David J. Magid; Jerry H. Gurwitz; David H. Smith; Grace Hsu; Sue Hee Sung; Alan S. Go
Circulation-cardiovascular Quality and Outcomes | 2013
David H. Smith; Micah L. Thorp; Jerry H. Gurwitz; David D. McManus; Robert J. Goldberg; Larry A. Allen; Grace Hsu; Sue Hee Sung; David J. Magid; Alan S. Go
Clinical Medicine & Research | 2013
David McManus; Grace Hsu; Sue Hee Sung; Jane Saczynski; David H. Smith; David J. Magid; Jerry H. Gurwitz; Robert J. Goldberg; Alan S. Go
Circulation-cardiovascular Quality and Outcomes | 2013
David H. Smith; Micah L. Thorp; Jerry H. Gurwitz; David D. McManus; Robert J. Goldberg; Larry A. Allen; Grace Hsu; Sue Hee Sung; David J. Magid; Alan S. Go