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Featured researches published by Di Lu.


Journal of Heart and Lung Transplantation | 2016

Trends and outcomes of patients with adult congenital heart disease and pulmonary hypertension listed for orthotopic heart transplantation in the United States.

Yamini Krishnamurthy; Lauren B. Cooper; Di Lu; Jacob N. Schroder; Mani A. Daneshmand; Joseph G. Rogers; Carmelo A. Milano; Adrian F. Hernandez; Chetan B. Patel

BACKGROUNDnHeart transplantation is increasing in patients with adult congenital heart disease (ACHD). In this population, the association of pulmonary hypertension (PH) with post-transplant outcomes is not well-defined.nnnMETHODSnUsing data from the United Network for Organ Sharing database (1987 to 2014), we identified ACHD patients listed for heart transplantation, and examined survival between those with and without PH (pre-transplant PH defined as transpulmonary pressure gradient >12 mm Hg).nnnRESULTSnAmong 983 ACHD patients, 216 (22%) had PH. At time of listing, PH patients had a transpulmonary pressure gradient of 17.0 mm Hg vs 6.0 mm Hg (p < 0.01) in the no-PH group. Although left ventricular assist device (LVAD) use was infrequent, 3.1% of PH patients were treated with an LVAD versus 6.8% of the no-PH patients. Days from listing to transplant, days from listing to death on the waitlist and length of post-transplant hospitalization were not significantly different between the PH and no-PH groups. However, PH was associated with higher waitlist mortality (HR 1.73, CI 1.25 to 2.41). Pre-transplant PH was not associated with post-transplant mortality at 30 days (HR 0.51, CI 0.23 to 1.13), 1 year (HR 0.68, 95% CI 0.40 to 1.18) or 5 years (HR 0.84, 95% CI 0.55 to 1.29).nnnCONCLUSIONSnPH is common among ACHD patients listed for transplant and is associated with increased waitlist mortality. Conversely, PH was not associated with worse survival after transplant. Bridge-to-transplant LVAD therapy was uncommon in this ACHD population.


Jacc-Heart Failure | 2018

Impact of Body Mass Index on Heart Failure by Race/Ethnicity From the Get With The Guidelines–Heart Failure (GWTG–HF) Registry

Tiffany M. Powell-Wiley; Julius S. Ngwa; Selomie Kebede; Di Lu; Phillip J. Schulte; Deepak L. Bhatt; Clyde W. Yancy; Gregg C. Fonarow; Michelle A. Albert

OBJECTIVESnThis study sought to evaluate the influence of race/ethnicity on the relationship between body mass index (BMI) and mortality in heart failure with preserved ejection fraction (HFpEF) and HF with reduced EF (HFrEF) patients.nnnBACKGROUNDnPrior studies demonstrated an obesity paradox among overweight and obese patients, where they have a better HF prognosis than normal weight patients. Less is known about the relationship between BMI and mortality among diverse patients with HF, particularly given disparities in obesity and HF prevalence.nnnMETHODSnThe authors used Get With The Guidelines-Heart Failure data to assess the relationship between BMI and in-hospital mortality by using logistic regression modeling. The authors assessed 30-day and 1-year rates of all-cause mortality following discharge by using Cox regression modeling.nnnRESULTSnA total of 39,647 patients with HF were included (32,434 [81.8%] white subjects; 3,809 [9.6%] black subjects; 1,928 [4.9%] Hispanic subjects; 544 [1.4%] Asian subjects; and 932 [2.3%] other subjects); 59.7% of subjects had HFpEF, and 30.7% were obese. More black and Hispanic patients had Class I or higher obesity (BMIxa0≥30 kg/m2) than whites, Asians, or other racial/ethnic groups (pxa0< 0.0001). Among subjects with HFpEF, higher BMI was associated withxa0lower 30-day mortality, up to 30 kg/m2 with a small risk increase above 30 kg/m2 (BMI: 30 vs. 18.5 kg/m2), hazard ratio (HR) of 0.63 (95% confidence interval [CI]: 0.54 to 0.73). A modest relationship was observed in HFrEF subjects (BMI: 30 vs. 18.5 kg/m2; HR: 0.73; 95% CI: 0.60 to 0.89), with no risk increase above 30 kg/m2. There were no significant interactions between BMI and race or ethnicity related to 30-day mortality (p > 0.05).nnnCONCLUSIONSnThis work is one of the first suggesting the obesity paradox for 30-day mortality exists at all BMI levelsxa0in HFrEF but not in patients with HFpEF. Higher BMI was associated with lower 30-day mortality across racial/ethnic groups in a manner inconsistent with the J-shaped relationship noted for coronary artery disease. Thexa0differential slope of obesity and mortality among HFpEF and patients with HFrEF potentially suggests differing mechanistic factors, requiring further exploration.


Journal of Heart and Lung Transplantation | 2016

Cardiac transplantation for older patients: Characteristics and outcomes in the septuagenarian population

Lauren B. Cooper; Di Lu; Robert J. Mentz; Joseph G. Rogers; Carmelo A. Milano; G. Michael Felker; Adrian F. Hernandez; Chetan B. Patel

BACKGROUNDnWith increasing age of patients with heart failure, it is important to understand the potential role for orthotopic heart transplant (OHT) in elderly patients. We examined recipient and donor characteristics and long-term outcomes of older recipients of OHT in the United States.nnnMETHODSnUsing the United Network for Organ Sharing database, we identified OHT recipients from the years 1987-2014 and stratified them by age 18-59 years old, 60-69 years old, and ≥70 years old. We compared baseline characteristics of recipients and donors and assessed outcomes across groups.nnnRESULTSnDuring this period, 50,432 patients underwent OHT; 71.8% (n = 36,190) were 18-59 years old, 26.8% (n = 13,527) were 60-69 years old, and 1.4% (n = 715) were ≥70 years old. Comparing the ≥70 years old group and 60-69 years old group, older patients had higher rates of ischemic etiology (53.6% vs 44.9%) and baseline renal dysfunction (61.4% vs 56.4%) and at the time of OHT were less likely to be currently hospitalized (45.0% vs 50.9%) or supported with left ventricular assist device therapy (21.0% vs 28.3%). Older recipients received organs from older donors (median age 36 years old vs 30 years old) who were more likely to have diabetes and substance use. After OHT, the median length of stay was similar between groups. At 1 year, of patients alive, patients ≥70 years old had fewer rejection episodes (17.8%) compared with patients 60-69 years old (29.5%). The 5-year mortality was 26.9% for recipients 18-59 years old, 29.3% for recipients 60-69 years old, and 30.8% for recipients ≥70 years old.nnnCONCLUSIONSnDespite advanced age and less ideal donors, OHT recipients in their 70s had similar outcomes to recipients in their 60s. Selected older patients should not routinely be excluded from consideration for OHT.


JAMA Cardiology | 2017

Association of US Centers for Medicare and Medicaid Services Hospital 30-Day Risk-Standardized Readmission Metric With Care Quality and Outcomes After Acute Myocardial Infarction: Findings From the National Cardiovascular Data Registry/Acute Coronary Treatment and Intervention Outcomes Network Registry–Get With the Guidelines

Ambarish Pandey; Harsh Golwala; Hurst M. Hall; Tracy Y. Wang; Di Lu; Ying Xian; Karen Chiswell; Karen E. Joynt; Abhinav Goyal; Sandeep R. Das; Dharam J. Kumbhani; Howard Julien; Gregg C. Fonarow; James A. de Lemos

Importance The US Centers for Medicare and Medicaid Services Hospital Readmissions Reduction Program penalizes hospitals with higher-than-expected risk-adjusted 30-day readmission rates (excess readmission ratio [ERR]u2009>u20091) after acute myocardial infarction (MI). However, the association of ERR with MI care processes and outcomes are not well established. Objective To evaluate the association between ERR for MI with in-hospital process of care measures and 1-year clinical outcomes. Design, Setting, and Participants Observational analysis of hospitalized patients with MI from National Cardiovascular Data Registry/Acute Coronary Treatment and Intervention Outcomes Network Registry–Get With the Guidelines centers subject to the first cycle of the Hospital Readmissions Reduction Program between July 1, 2008, and June 30, 2011. Exposures The ERR for MI (MI-ERR) in 2011. Main Outcomes and Measures Adherence to process of care measures during index hospitalization in the overall study population and risk of the composite outcome of mortality or all-cause readmission within 1 year of discharge and its individual components among participants with available Centers for Medicare and Medicaid Services–linked data. Results The median ages of patients in the MI-ERR greater than 1 and tertiles 1, 2, and 3 of the MI-ERR greater than 1 groups were 64, 63, 64, and 63 years, respectively. Among 380 hospitals that treated a total of 176 644 patients with MI during the study period, 43% had MI-ERR greater than 1. The proportions of patients of black race, those with heart failure signs at admission, and bleeding complications increased with higher MI-ERR. There was no significant association between adherence to MI performance measures and MI-ERR (adjusted odds ratio, 0.94; 95% CI, 0.81-1.08, per 0.1-unit increase in MI-ERR for overall defect-free care). Among the 51 453 patients with 1-year outcomes data available, higher MI-ERR was associated with higher adjusted risk of the composite outcome and all-cause readmission within 1 year of discharge. This association was largely driven by readmissions early after discharge and was not significant in landmark analyses beginning 30 days after discharge. The MI-ERR was not associated with risk for mortality within 1 year of discharge in the overall and 30-day landmark analyses. Conclusions and Relevance During the first cycle of the Hospital Readmissions Reduction Program, participating hospitals’ risk-adjusted 30-day readmission rates following MI were not associated with in-hospital quality of MI care or clinical outcomes occurring after the first 30 days after discharge.


Jacc-Heart Failure | 2016

Trends in the Use of Guideline-Directed Therapies Among Dialysis Patients Hospitalized With Systolic Heart Failure: Findings From the American Heart Association Get With The Guidelines-Heart Failure Program

Ambarish Pandey; Harsh Golwala; Adam D. DeVore; Di Lu; George Madden; Deepak L. Bhatt; Phillip J. Schulte; Paul A. Heidenreich; Clyde W. Yancy; Adrian F. Hernandez; Gregg C. Fonarow

OBJECTIVESnThe purpose of this study was to determine the temporal trends in the adherence to heart failure (HF)-related process of care measures and clinical outcomes among patients with acute decompensated HF with reducedxa0ejection fraction (HFrEF) and end-stage renal disease (ESRD).nnnBACKGROUNDnPrevious studies have demonstrated significant underuse of evidence-based HF therapies among patients with coexisting ESRD and HFrEF. However, it is unclear if the proportional use of evidence-based medical therapies and associated clinical outcomes among these patients has changed over time.nnnMETHODSnGet With The Guidelines-HF study participants who were admitted for acute HFrEF between January 2005 and June 2014 were stratified into 3 groups on the basis of their admission renal function: normal renal function, renal insufficiency without dialysis, and dialysis. Temporal change in proportional adherence to the HF-related process of care measures and incidence of clinical outcomes (1-year mortality, HF hospitalization, and all-cause hospitalization) during the study period was evaluated across the 3 renal function groups.nnnRESULTSnThe study included 111,846 patients with HFrEF from 390 participating centers, of whom 19% had renal insufficiency but who did not require dialysis, and 3% were on dialysis. There was a significant temporal increase in adherence to evidence-based medical therapies (angiotensin-converting enzyme inhibitor/angiotensin receptor blocker: p trend <0.0001, β-blockers: p trendxa0= 0.0089; post-discharge follow-up referral: pxa0trendxa0<0.0001) and defect-free composite care (p trendxa0<0.0001) among dialysis patients. An improvement in adherence to these measures was alsoxa0observed amongxa0patients with normal renal function and patients with renal insufficiency without a need for dialysis.xa0There was no significant change in cumulative incidence of clinical outcomes over time among the HF patients onxa0dialysis.nnnCONCLUSIONSnIn a large contemporary cohort of HFrEF patients with ESRD, adherence to the HF process of care measures has improved significantly over the past 10 years. Unlike patients with normal renal function, there was noxa0significant change in 1-year clinical outcomes over time among HF patients on dialysis.


Circulation | 2018

Association Between Hospital Volume, Processes of Care, and Outcomes in Patients Admitted With Heart Failure: Insights From Get With The Guidelines-Heart Failure

Dharam J. Kumbhani; Gregg C. Fonarow; Paul A. Heidenreich; Phillip J. Schulte; Di Lu; Adrian F. Hernandez; Clyde W. Yancy; Deepak L. Bhatt

Background: Hospital volume is frequently used as a structural metric for assessing quality of care, but its utility in patients admitted with acute heart failure (HF) is not well characterized. Accordingly, we sought to determine the relationship between admission volume, process-of-care metrics, and short- and long-term outcomes in patients admitted with acute HF. Methods: Patients enrolled in the Get With The Guidelines-HF registry with linked Medicare inpatient data at 342 hospitals were assessed. Volume was assessed both as a continuous variable, and quartiles based on the admitting hospital annual HF case volume, as well: 5 to 38 (quartile 1), 39 to 77 (quartile 2), 78 to 122 (quartile 3), 123 to 457 (quartile 4). The main outcome measures were (1) process measures at discharge (achievement of HF achievement, quality, reporting, and composite metrics); (2) 30-day mortality and hospital readmission; and (3) 6-month mortality and hospital readmission. Adjusted logistic and Cox proportional hazards models were used to study these associations with hospital volume. Results: A total of 125u2009595 patients with HF were included. Patients admitted to high-volume hospitals had a higher burden of comorbidities. On multivariable modeling, lower-volume hospitals were significantly less likely to be adherent to HF process measures than higher-volume hospitals. Higher hospital volume was not associated with a difference in in-hospital (odds ratio, 0.99; 95% confidence interval [CI], 0.94–1.05; P=0.78) or 30-day mortality (hazard ratio, 0.99; 95% CI, 0.97–1.01; P=0.26), or 30-day readmissions (hazard ratio, 0.99; 95% CI, 0.97–1.00; P=0.10). There was a weak association of higher volumes with lower 6-month mortality (hazard ratio, 0.98; 95% CI, 0.97–0.99; P=0.001) and lower 6-month all-cause readmissions (hazard ratio, 0.98; 95%, CI 0.97–1.00; P=0.025). Conclusions: Our analysis of a large contemporary prospective national quality improvement registry of older patients with HF indicates that hospital volume as a structural metric correlates with process measures, but not with 30-day outcomes, and only marginally with outcomes up to 6 months of follow-up. Hospital profiling should focus on participation in systems of care, adherence to process metrics, and risk-standardized outcomes rather than on hospital volume itself.


Journal of the American Heart Association | 2017

Improvement in Care and Outcomes for Emergency Medical Service–Transported Patients With ST‐Elevation Myocardial Infarction (STEMI) With and Without Prehospital Cardiac Arrest: A Mission: Lifeline STEMI Accelerator Study

Kristian Kragholm; Di Lu; Karen Chiswell; Hussein R. Al-Khalidi; Mayme L. Roettig; Matthew T. Roe; James G. Jollis; Christopher B. Granger

Background Patients with ST‐elevation myocardial infarction (STEMI) with out‐of‐hospital cardiac arrest (OHCA) may benefit from direct transport to a percutaneous cardiac intervention (PCI) hospital but have previously been less likely to bypass local non‐PCI hospitals to go to a PCI center. Methods and Results We reported time trends in emergency medical service transport and care of patients with STEMI with and without OHCA included from 171 PCI‐capable hospitals in 16 US regions with participation in the Mission: Lifeline STEMI Accelerator program between July 1, 2012, and March 31, 2014. Time trends by quarter were assessed using logistic regression with generalized estimating equations to account for hospital clustering. Of 13 189 emergency medical service–transported patients, 88.7% (N=11 703; 10.5% OHCA) were taken directly to PCI hospitals. Among 1486 transfer‐in patients, 21.7% had OHCA. Direct transport to a PCI center for OHCA increased from 74.7% (July 1, 2012) to 83.6% (March 31, 2014) (odds ratio per quarter, 1.07; 95% confidence interval, 1.02–1.14), versus 89.0% to 91.0% for patients without OHCA (odds ratio, 1.03; 95% confidence interval, 0.99–1.07; interaction P=0.23). The proportion with prehospital ECGs increased for patients taken directly to PCI centers (53.9%–61.9% for those with OHCA versus 73.9%–81.9% for those without OHCA; interaction P=0.12). Of 997 patients with OHCA taken directly to PCI hospitals and treated with primary PCI, first medical contact‐to‐device times within the guideline‐recommended goal of ≤90 minutes were met for 34.5% on July 1, 2012, versus 41.8% on March 31, 2014 (51.6% and 56.1%, respectively, for 9352 counterparts without OHCA; interaction P=0.72). Conclusions Direct transport to PCI hospitals increased for patients with STEMI with and without OHCA during the 2012 to 2014 Mission: Lifeline STEMI Accelerator program. Proportions with prehospital ECGs and timely reperfusion increased for patients taken directly to PCI hospitals.


American Heart Journal | 2018

Trends and outcomes of cardiac transplantation from donors dying of drug intoxication

Haider J. Warraich; Di Lu; Stacy Cobb; Lauren B. Cooper; Adam D. DeVore; Chetan B. Patel; Paul B. Rosenberg; Jacob N. Schroder; Mani A. Daneshmand; Carmelo A. Milano; Adrian F. Hernandez; Joseph G. Rogers; Robert J. Mentz

Background: Deaths from drug intoxication have increased in the United States but outcomes of recipients of orthotopic heart transplantation (OHT) from these donors are not well characterized. Methods: We performed a retrospective analysis of the United Network for Organ Sharings STAR database between January 2000 and March 2014 and assessed mortality and retransplantation using adjusted Cox models by mechanism of donor death. Results: Of the 31,660 OHTs from 2000 to 2014, 1233 (3.9%) were from drug intoxication. These donors were more likely to be female, white, with greater tobacco use and higher BMI compared to donors who died of other mechanisms. Drug intoxication accounted for 1.1% of OHT donors in 2000 and 6.2% in March 2014. No significant difference was observed in 10‐year mortality (adjusted hazard ratio [HR], 95% confidence interval [CI]: 0.99, 0.87‐1.13), 10‐year retransplantation (adjusted HR 0.84, 0.49‐1.41) or 1‐year and 3‐year rehospitalization with other mechanisms of death compared to drug intoxication. Conclusion: There has been a large increase in OHT donors who die of drug intoxication in the United States. OHT outcomes from these donors are similar to those dying from other mechanisms. These data have important implications for donor selection in context of the ongoing opioid epidemic.


Circulation-cardiovascular Quality and Outcomes | 2018

Abstract 282: The Effect of State Medicaid Expansions on Acute Myocardial Infarction Care Quality and Outcomes

Rishi K. Wadhera; Deepak L. Bhatt; Tracy Y. Wang; Di Lu; Joseph E. Lucas; Kirk N. Garratt; Robert W. Yeh; Karen E. Joynt Maddox


Circulation-cardiovascular Quality and Outcomes | 2018

Abstract 186: Improving Identification and Assessment of Readmission Risk for Acute Myocardial Infarction and Heart Failure Patients Following Implementation of a National Quality Improvement Program

Ty J Gluckman; Nancy M. Albert; Robert L. McNamara; Gregg C. Fonarow; Adnan Malik; Ralph G. Brindis; Di Lu; Matthew T. Roe; Judy Tingley; Smita Negi; Lee R. Goldberg; Susan Rogers; Julie Mobayed; Shilpa Patel; Beth Pruski; Kathleen Hewitt; Zaher Fanari; Joseph E. Lucas

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Deepak L. Bhatt

Brigham and Women's Hospital

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