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Featured researches published by Rajat Deo.


Circulation | 2017

Heart Disease and Stroke Statistics'2017 Update: A Report from the American Heart Association

Emelia J. Benjamin; Michael J. Blaha; Stephanie E. Chiuve; Mary Cushman; Sandeep R. Das; Rajat Deo; Sarah D. de Ferranti; James S. Floyd; Myriam Fornage; Cathleen Gillespie; Carmen R. Isasi; Monik Jimenez; Lori C. Jordan; Suzanne E. Judd; Daniel T. Lackland; Judith H. Lichtman; Lynda D. Lisabeth; Simin Liu; Chris T. Longenecker; Rachel H. Mackey; Kunihiro Matsushita; Dariush Mozaffarian; Michael E. Mussolino; Khurram Nasir; Robert W. Neumar; Latha Palaniappan; Dilip K. Pandey; Ravi R. Thiagarajan; Mathew J. Reeves; Matthew Ritchey

WRITING GROUP MEMBERS Emelia J. Benjamin, MD, SCM, FAHA Michael J. Blaha, MD, MPH Stephanie E. Chiuve, ScD Mary Cushman, MD, MSc, FAHA Sandeep R. Das, MD, MPH, FAHA Rajat Deo, MD, MTR Sarah D. de Ferranti, MD, MPH James Floyd, MD, MS Myriam Fornage, PhD, FAHA Cathleen Gillespie, MS Carmen R. Isasi, MD, PhD, FAHA Monik C. Jiménez, ScD, SM Lori Chaffin Jordan, MD, PhD Suzanne E. Judd, PhD Daniel Lackland, DrPH, FAHA Judith H. Lichtman, PhD, MPH, FAHA Lynda Lisabeth, PhD, MPH, FAHA Simin Liu, MD, ScD, FAHA Chris T. Longenecker, MD Rachel H. Mackey, PhD, MPH, FAHA Kunihiro Matsushita, MD, PhD, FAHA Dariush Mozaffarian, MD, DrPH, FAHA Michael E. Mussolino, PhD, FAHA Khurram Nasir, MD, MPH, FAHA Robert W. Neumar, MD, PhD, FAHA Latha Palaniappan, MD, MS, FAHA Dilip K. Pandey, MBBS, MS, PhD, FAHA Ravi R. Thiagarajan, MD, MPH Mathew J. Reeves, PhD Matthew Ritchey, PT, DPT, OCS, MPH Carlos J. Rodriguez, MD, MPH, FAHA Gregory A. Roth, MD, MPH Wayne D. Rosamond, PhD, FAHA Comilla Sasson, MD, PhD, FAHA Amytis Towfighi, MD Connie W. Tsao, MD, MPH Melanie B. Turner, MPH Salim S. Virani, MD, PhD, FAHA Jenifer H. Voeks, PhD Joshua Z. Willey, MD, MS John T. Wilkins, MD Jason HY. Wu, MSc, PhD, FAHA Heather M. Alger, PhD Sally S. Wong, PhD, RD, CDN, FAHA Paul Muntner, PhD, MHSc On behalf of the American Heart Association Statistics Committee and Stroke Statistics Subcommittee Heart Disease and Stroke Statistics—2017 Update


Circulation | 2012

Epidemiology and Genetics of Sudden Cardiac Death

Rajat Deo; Christine M. Albert

Sudden cardiac death (SCD) generally refers to an unexpected death from a cardiovascular cause in a person with or without preexisting heart disease. The specificity of this definition varies depending on whether the event was witnessed; however, most studies include cases that are associated with a witnessed collapse, death occurring within 1 hour of an acute change in clinical status, or an unexpected death that occurred within the previous 24 hours.1–3 Further, sudden cardiac arrest describes SCD cases with resuscitation records or aborted SCD cases in which the individual survived the cardiac arrest. The incidence of SCD in the United States ranges between 180 000 and 450 000 cases annually.4 These estimates vary owing to differences in SCD definitions and surveillance methods for case ascertainment.4,5 In recent prospective studies using multiple sources in the United States,6,7 Netherlands,8 Ireland,9 and China,10 SCD rates range from 50 to 100 per 100 000 in the general population.3 Despite the need for multiple sources of surveillance to provide a more accurate estimate of SCD incidence, it is clear that the overall burden in the population remains high. Although improvements in primary and secondary prevention have resulted in substantial declines in overall coronary heart disease (CHD) mortality over the past 30 years,11,12 SCD rates specifically have declined to a lesser extent.13–16 SCD still accounts for >50% of all CHD deaths and 15% to 20% of all deaths.17,18 For some segments of the population, rates are not decreasing19 and may actually be increasing.14,19 As a result, SCD prevention represents a major opportunity to further reduce mortality from CHD. Despite major advances in cardiopulmonary resuscitation20 and postresuscitation care, survival …


Circulation | 2018

Heart Disease and Stroke Statistics—2018 Update: A Report From the American Heart Association

Emelia J. Benjamin; Salim S. Virani; Clifton W. Callaway; Alanna M. Chamberlain; Alex R. Chang; Susan Cheng; Stephanie E. Chiuve; Mary Cushman; Francesca N. Delling; Rajat Deo; Sarah D. de Ferranti; Jane F. Ferguson; Myriam Fornage; Cathleen Gillespie; Carmen R. Isasi; Monik Jimenez; Lori C. Jordan; Suzanne E. Judd; Daniel T. Lackland; Judith H. Lichtman; Lynda D. Lisabeth; Simin Liu; Chris T. Longenecker; Pamela L. Lutsey; Jason S. Mackey; David B. Matchar; Kunihiro Matsushita; Michael E. Mussolino; Khurram Nasir; Martin O’Flaherty

Each chapter listed in the Table of Contents (see next page) is a hyperlink to that chapter. The reader clicks the chapter name to access that chapter. Each chapter listed here is a hyperlink. Click on the chapter name to be taken to that chapter. Each year, the American Heart Association (AHA), in conjunction with the Centers for Disease Control and Prevention, the National Institutes of Health, and other government agencies, brings together in a single document the most up-to-date statistics related to heart disease, stroke, and the cardiovascular risk factors listed in the AHA’s My Life Check - Life’s Simple 7 (Figure1), which include core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure [BP], and glucose control) that contribute to cardiovascular health. The Statistical Update represents …


Circulation | 2010

European Ancestry as a Risk Factor for Atrial Fibrillation in African Americans

Gregory M. Marcus; Alvaro Alonso; Carmen A. Peralta; Guillaume Lettre; Eric Vittinghoff; Steven A. Lubitz; Ervin R. Fox; Yamini S. Levitzky; Reena Mehra; Kathleen F. Kerr; Rajat Deo; Nona Sotoodehnia; Meggie Akylbekova; Patrick T. Ellinor; Dina N. Paltoo; Elsayed Z. Soliman; Emelia J. Benjamin; Susan R. Heckbert

Background— Despite a higher burden of standard atrial fibrillation (AF) risk factors, African Americans have a lower risk of AF than whites. It is unknown whether the higher risk is due to genetic or environmental factors. Because African Americans have varying degrees of European ancestry, we sought to test the hypothesis that European ancestry is an independent risk factor for AF. Methods and Results— We studied whites (n=4543) and African Americans (n=822) in the Cardiovascular Health Study (CHS) and whites (n=10 902) and African Americans (n=3517) in the Atherosclerosis Risk in Communities (ARIC) Study (n=3517). Percent European ancestry in African Americans was estimated with 1747 ancestry informative markers from the Illumina custom ITMAT-Broad-CARe array. Among African Americans without baseline AF, 120 of 804 CHS participants and 181 of 3517 ARIC participants developed incident AF. A meta-analysis from the 2 studies revealed that every 10% increase in European ancestry increased the risk of AF by 13% (hazard ratio, 1.13; 95% confidence interval, 1.03 to 1.23; P=0.007). After adjustment for potential confounders, European ancestry remained a predictor of incident AF in each cohort alone, with a combined estimated hazard ratio for each 10% increase in European ancestry of 1.17 (95% confidence interval, 1.07 to 1.29; P=0.001). A second analysis using 3192 ancestry informative markers from a genome-wide Affymetrix 6.0 array in ARIC African Americans yielded similar results. Conclusions— European ancestry predicted risk of incident AF. Our study suggests that investigating genetic variants contributing to differential AF risk in individuals of African versus European ancestry will be informative.


PLOS Genetics | 2011

Genome-wide association studies of the PR interval in African Americans

J. Gustav Smith; Jared W. Magnani; C. Palmer; Elsayed Z. Soliman; Solomon K. Musani; Kathleen F. Kerr; Renate B. Schnabel; Steven A. Lubitz; Nona Sotoodehnia; Susan Redline; Arne Pfeufer; Martina Müller; Daniel S. Evans; Michael A. Nalls; Yongmei Liu; Anne B. Newman; Alan B. Zonderman; Michele K. Evans; Rajat Deo; Patrick T. Ellinor; Dina N. Paltoo; Christopher Newton-Cheh; Emelia J. Benjamin; Reena Mehra; Alvaro Alonso; Susan R. Heckbert; Ervin R. Fox

The PR interval on the electrocardiogram reflects atrial and atrioventricular nodal conduction time. The PR interval is heritable, provides important information about arrhythmia risk, and has been suggested to differ among human races. Genome-wide association (GWA) studies have identified common genetic determinants of the PR interval in individuals of European and Asian ancestry, but there is a general paucity of GWA studies in individuals of African ancestry. We performed GWA studies in African American individuals from four cohorts (n = 6,247) to identify genetic variants associated with PR interval duration. Genotyping was performed using the Affymetrix 6.0 microarray. Imputation was performed for 2.8 million single nucleotide polymorphisms (SNPs) using combined YRI and CEU HapMap phase II panels. We observed a strong signal (rs3922844) within the gene encoding the cardiac sodium channel (SCN5A) with genome-wide significant association (p<2.5×10−8) in two of the four cohorts and in the meta-analysis. The signal explained 2% of PR interval variability in African Americans (beta  = 5.1 msec per minor allele, 95% CI  = 4.1–6.1, p = 3×10−23). This SNP was also associated with PR interval (beta = 2.4 msec per minor allele, 95% CI = 1.8–3.0, p = 3×10−16) in individuals of European ancestry (n = 14,042), but with a smaller effect size (p for heterogeneity <0.001) and variability explained (0.5%). Further meta-analysis of the four cohorts identified genome-wide significant associations with SNPs in SCN10A (rs6798015), MEIS1 (rs10865355), and TBX5 (rs7312625) that were highly correlated with SNPs identified in European and Asian GWA studies. African ancestry was associated with increased PR duration (13.3 msec, p = 0.009) in one but not the other three cohorts. Our findings demonstrate the relevance of common variants to African Americans at four loci previously associated with PR interval in European and Asian samples and identify an association signal at one of these loci that is more strongly associated with PR interval in African Americans than in Europeans.


Journal of the American College of Cardiology | 2014

Appropriateness of primary prevention implantable cardioverter- defibrillators at the time of generator replacement: Are indications still met?

Vinay Kini; Mohamad Khaled Soufi; Rajat Deo; Andrew E. Epstein; Rupa Bala; Michael P. Riley; Peter W. Groeneveld; Alaa Shalaby; Sanjay Dixit

OBJECTIVES This study sought to determine how often patients with primary prevention implantable cardioverter-defibrillators (ICDs) meet guideline-derived indications at the time of generator replacement. BACKGROUND Professional societies have developed guideline criteria for the appropriate implantation of an ICD for the primary prevention of sudden cardiac death. It is unknown whether patients continue to meet criteria when their devices need replacement for battery depletion. METHODS We performed a retrospective chart review of patients undergoing replacement of primary prevention ICDs at 2 tertiary Veterans Affairs Medical Centers. Indications for continued ICD therapy at the time of generator replacement included a left ventricular ejection fraction (LVEF) ≤35% or receipt of appropriate device therapy. RESULTS In our cohort of 231 patients, 59 (26%) no longer met guideline-driven indications for an ICD at the time of generator replacement. An additional 79 patients (34%) had not received any appropriate ICD therapies and had not undergone reassessment of their LVEF. Patients with an initial LVEF of 30% to 35% were less likely to meet indications for ICD therapy at the time of replacement (odds ratio: 0.52; 95% confidence interval: 0.30 to 0.88; p = 0.01). Patients without ICD indications subsequently received appropriate ICD therapies at a significantly lower rate than patients with indications (2.8% vs. 10.7% annually, p < 0.001). If ICD generator explantations were performed instead of replacements in the patients without ICD indications, the cost savings would be


Hypertension | 2011

Vitamin D, Parathyroid Hormone, and Sudden Cardiac Death Results From the Cardiovascular Health Study

Rajat Deo; Ronit Katz; Michael G. Shlipak; Nona Sotoodehnia; Bruce M. Psaty; Mark J. Sarnak; Linda F. Fried; Michel Chonchol; Ian H. de Boer; Daniel A. Enquobahrie; David S. Siscovick; Bryan Kestenbaum

1.6 million. CONCLUSIONS Approximately 25% of patients who receive primary prevention ICDs may no longer meet guideline indications for ICD use at the time of generator replacement, and these patients receive subsequent ICD therapies at a significantly lower rate.


Journal of The American Society of Nephrology | 2012

CKD and Sudden Cardiac Death: Epidemiology, Mechanisms, and Therapeutic Approaches

Isaac R. Whitman; Harold I. Feldman; Rajat Deo

Recent studies have demonstrated greater risks of cardiovascular events and mortality among persons who have lower 25-hydroxyvitamin D (25-OHD) and higher parathyroid hormone (PTH) levels. We sought to evaluate the association between markers of mineral metabolism and sudden cardiac death (SCD) among the 2312 participants from the Cardiovascular Health Study who were free of clinical cardiovascular disease at baseline. We estimated associations of baseline 25-OHD and PTH concentrations individually and in combination with SCD using Cox proportional hazards models after adjustment for demographics, cardiovascular risk factors, and kidney function. During a median follow-up of 14 years, there were 73 adjudicated SCD events. The annual incidence of SCD was greater among subjects who had lower 25-OHD concentrations, 2 events per 1000 for 25-OHD ≥20 ng/mL and 4 events per 1000 for 25-OHD <20 ng/mL. Similarly, SCD incidence was greater among subjects who had higher PTH concentrations, 2 events per 1000 for PTH <65 pg/mL and 4 events per 1000 for PTH ≥65 pg/mL. Multivariate adjustment attenuated associations of 25-OHD and PTH with SCD. Finally, 267 participants (11.7% of the cohort) had high PTH and low 25-OHD concentrations. This combination was associated with a >2-fold risk of SCD after adjustment (hazard ratio: 2.19 [95% CI: 1.17–4.10]; P=0.017) compared with participants with normal levels of PTH and 25-OHD. The combination of lower 25-OHD and higher PTH concentrations appears to be associated independently with SCD risk among older adults without cardiovascular disease.


Pharmacoepidemiology and Drug Safety | 2009

Validation of diagnostic codes for outpatient-originating sudden cardiac death and ventricular arrhythmia in Medicaid and Medicare claims data †

Sean Hennessy; Charles E. Leonard; Cristin P Freeman; Rajat Deo; Craig Newcomb; Stephen E. Kimmel; Brian L. Strom; Warren B. Bilker

Multiple studies demonstrate a strong independent association between CKD and cardiovascular events including death, heart failure, and myocardial infarction. This review focuses on recent clinical studies that expand this spectrum of adverse cardiovascular events to include ventricular arrhythmias and sudden cardiac death. In addition, experimental models suggest structural remodeling of the heart and electrophysiologic changes in this population. These processes may explain the increased arrhythmic risk in kidney disease and aid in identifying patients who are at higher risk for sudden cardiac death. Finally, we review here the data to support the use of pharmacologic and device-based therapies for both the primary and secondary prevention of sudden cardiac death.


Circulation-cardiovascular Quality and Outcomes | 2010

Cystatin C and Sudden Cardiac Death Risk in the Elderly

Rajat Deo; Nona Sotoodehnia; Ronit Katz; Mark J. Sarnak; Linda F. Fried; Michel Chonchol; Bryan Kestenbaum; Bruce M. Psaty; David S. Siscovick; Michael G. Shlipak

Sudden cardiac death (SD) and ventricular arrhythmias (VAs) caused by medications have arisen as an important public health concern in recent years. The validity of diagnostic codes in identifying SD/VA events originating in the ambulatory setting is not well known. This study examined the positive predictive value (PPV) of hospitalization and emergency department encounter diagnoses in identifying SD/VA events originating in the outpatient setting.

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David S. Siscovick

New York Academy of Medicine

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Harold I. Feldman

University of Pennsylvania

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Francis E. Marchlinski

Hospital of the University of Pennsylvania

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Ronit Katz

University of Washington

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Sanjay Dixit

Hospital of the University of Pennsylvania

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