Back to Authors

Vaduganathan, Muthiah

https://orcid.org/0000-0003-0885-1953

Mayo Clinic

Brigham and Women's Hospital

Citations 16

Does Characterization of Phenotypic Heterogeneity Provide Mechanistic Insights or Influence the Response to Treatment? Experience in Positive and Neutral Trials in Patients With Heart Failure and a Preserved Ejection Fraction
Packer, Milton , Schiattarella, Gabriele G. , Burkhoff, Daniel , Butler, Javed , Lam, Carolyn S.P. , Zannad, Faı̈ez , Vaduganathan, Muthiah , Borlaug, Barry A. , Petrie, Mark C , Burkhoff, Daniel , Butler, Javed , Lam, Carolyn S P , Zannad, Faiez , Vaduganathan, Muthiah , Borlaug, Barry A , Schiattarella, Gabriele G. , Packer, Milton , Petrie, Mark C.

Circulation | July 20, 2026 | Volume: 154 | Issue: 3 | Pages: 271-287

10.1161/circulationaha.126.079235 Get It

At a time when there was no unifying hypothesis and no broadly effective treatments for heart failure with a preserved ejection fraction (HFpEF), it was proposed that HFpEF represented a multitude of different disorders. Accordingly, characterization of phenotypic heterogeneity was envisioned as a means of identifying novel causal pathways that could lead to new treatments while simultaneously discerning patients who would selectively benefit from a specific therapy. However, efforts over the past decade to characterize phenotypic diversity in diverse and complex ways have not achieved these goals. Subgroup analyses of neutral HFpEF trials have failed to reliably identify responders to treatments. Neither proteomics nor unsupervised cluster analysis across multiple phenotypic domains has yielded reproducible results (even in the same dataset), elucidated novel mechanistic pathways for new drug development, or identified patients most likely to benefit from treatment. In marked contrast to these efforts to characterize phenotypic heterogeneity, large-scale trials in HFpEF enrolled patients using broad eligibility criteria, and they established the benefits of sodium-glucose cotransporter 2 inhibitors and mineralocorticoid receptor antagonists without evidence for subgroup effects. However, it is noteworthy that patients enrolled in recent large-scale HFpEF trials were characterized by general uniformity with respect to the presence of excess adiposity, with central obesity being a feature of the vast majority of enrolled participants. Of note, patients with obesity showed particularly large benefits when treated with effective drugs for HFpEF. These observations raise the possibility that, if these trials had permitted the participation of patients with class III obesity or with lower natriuretic peptide levels, the magnitude of the observed treatment effects might have been greater than originally reported. These findings are consistent with a central role for visceral adiposity (and the secretion of an altered suite of adipokines) in the pathogenesis of HFpEF. Therefore, because the field of HFpEF has a unifying hypothesis (applicable to the large majority of patients), enrolled a broad population of patients in large-scale trials without subgroup interactions, and has several broadly applicable effective treatments (as is true for heart failure with a reduced ejection fraction), the motivation to characterize phenotypic heterogeneity in HFpEF in complex ways may no longer be supported or needed.
Application of a Transthyretin Amyloid Cardiomyopathy Score to Heart Failure with Mildly Reduced or Preserved Ejection Fraction
Claggett, Brian, AbouEzzeddine, Omar F. , Desai, Akshay S., Lam, Carolyn S.P., Minamisawa, Masatoshi, Lewis, Eldrin F. , Redfield, Margaret M. , Fontana, Marianna, Solomon, Scott D. , AbouEzzeddine, Omar F , Inciardi, Riccardo M. , Vaduganathan, Muthiah , Claggett, Brian , Borlaug, Barry A. , Desai, Akshay S , Jhund, Pardeep S. , Lam, Carolyn S.P. , Shah, Sanjiv J , Fontana, Marianna , Pfeffer, Marc Alan , McMurray, John J.V. , Solomon, Scott David

European Journal of Heart Failure | June 9, 2025 | Volume: 27 | Issue: 12 | Pages: 3012-3016

10.1002/ejhf.3698 Get It

Effect of Sacubitril/Valsartan in Heart Failure with Preserved Ejection Fraction Across the Age Spectrum in PARAGON-HF
Claggett, Brian, Chatur, Safia , O’Meara, Eileen , Rouleau, Jean L. , Redfield, Margaret M. , Lam, Carolyn, Packer, Milton, Shah, Amil M. , Čikeš, Maja , Pfeffer, Marc A., Solomon, Scott D. , Redfield, Margaret, Shah, Amil , Wang, Xiaowen , Vardeny, Orly , Claggett, Brian , Vaduganathan, Muthiah , Hegde, Sheila M. , Skali, Hicham , Pabón, Maria A. , Foà, Alberto , Kosztin, Annamária , Lam, Carolyn S.P. , Zile, Michael R. , Packer, Milton , Gori, Mauro , Merkely, Béla , McMurray, John J.V. , Solomon, Scott David

European Journal of Heart Failure | December 15, 2024 | Volume: 27 | Issue: 1 | Pages: 96-106

10.1002/ejhf.3535 Get It

Abstract Aims To evaluate clinical outcomes, echocardiographic features, and the efficacy and safety of sacubitril/valsartan compared to valsartan across age groups in the PARAGON-HF trial. Methods and results A total of 4796 participants ≥50 years of age with chronic heart failure (HF) and left ventricular ejection fraction (LVEF) ≥45% were divided into three age groups: <65 years (n = 825), 65–74 years (n = 1772), and ≥75 years (n = 2199). Echocardiograms of 1097 patients were analysed in a standardized fashion at a core imaging laboratory. The primary composite outcome was total HF hospitalizations and cardiovascular (CV) death. Older patients were more likely to experience primary composite outcomes (compared to patients <65 years, adjusted rate ratio [aRR] for ≥75 years: 1.39, 95% confidence interval [CI] 1.21–1.61), total HF hospitalization (aRR 1.27, 95% CI 1.09–1.49), and CV death (adjusted hazard ratio [aHR] 2.04, 95% CI 1.44–2.87). Age did not modify the effect of sacubitril/valsartan compared to valsartan on primary composite endpoint (pinteraction = 0.79) in the overall population or in those with LVEF ≤57%. Older adults randomized to sacubitril/valsartan were more likely to develop hypotension compared to those receiving valsartan (pinteraction = 0.026). Older patients had smaller left ventricular chamber sizes, higher LVEF, and were more likely to have abnormal measures of diastolic function. Conclusion Older patients with HF with preserved ejection fraction had higher event rates than younger patients, more adverse events overall, and more hypotension when treated with sacubitril/valsartan; however, the treatment benefits of sacubitril/valsartan were retained in older patients.
Beta-Blocker Use and Outcomes in Patients with Heart Failure and Mildly Reduced and Preserved Ejection Fraction
Henderson, Alasdair D , Shen, Li , Campbell, Ross T. , Boer, Rudolf A. de , Lam, Carolyn S.P., Maggioni, Aldo P. , Martínez, Felipe A. , Redfield, Margaret M. , Rouleau, Jean L. , Veldhuisen, Dirk Jan van, Zannad, Faı̈ez , Solomon, Scott, de Boer, Rudolf A , Maggioni, Aldo P , Matsumoto, Shingo , Kondo, Toru , Yang, Mingming , Anand, Inder S. , Desai, Akshay S , Lam, Carolyn S.P. , Packer, Milton , Veldhuisen, Dirk J. van , Vaduganathan, Muthiah , Zile, Michael R. , Jhund, Pardeep S. , McMurray, John J.V.

European Journal of Heart Failure | August 31, 2024 | Volume: 27 | Issue: 1 | Pages: 124-139

10.1002/ejhf.3383 Get It

ABSTRACT Aims In the absence of randomized trial evidence, we performed a large observational analysis of the association between beta-blocker (BB) use and clinical outcomes in patients with heart failure (HF) and mildly reduced (HFmrEF) and preserved ejection fraction (HFpEF). Methods and results We pooled individual patient data from four large HFmrEF/HFpEF trials (I-Preserve, TOPCAT, PARAGON-HF, and DELIVER). The primary outcome was the composite of cardiovascular death or HF hospitalization. Among the 16 951 patients included, the mean left ventricular ejection fraction (LVEF) was 56.8%, and 13 400 (79.1%) had HFpEF (LVEF ≥50%). Overall, 12 812 patients (75.6%) received a BB. The median bisoprolol-equivalent dose of BB was 5.0 (Q1–Q3: 2.5–5.0) mg with BB continuation rates of 93.1% at 2 years (in survivors). The unadjusted hazard ratio (HR) for the primary outcome did not differ between BB users and non-users (HR 0.98, 95% confidence interval [CI] 0.91–1.05), but the adjusted HR was lower in BB users than non-users (0.81, 95% CI 0.74–0.88), and this association was maintained across LVEF (pinteraction = 0.88). In subgroup analyses, the adjusted risk of the primary outcome was similar in BB users and non-users with or without a history of myocardial infarction, hypertension, or a baseline heart rate <70 bpm. By contrast, a better outcome with BB use was seen in patients with atrial fibrillation compared to those without atrial fibrillation (pintreraction = 0.02). Conclusions In this observational analysis of non-randomized BB treatment, there was no suggestion that BB use was associated with worse HF outcomes in HFmrEF/HFpEF, even after extensive adjustment for other prognostic variables.
Abstract 13729: Monotherapy With a P2Y12 Inhibitor versus Aspirin for Secondary Prevention of Atherosclerotic Cardiovascular Disease (ASCVD) Events: A Meta-Analysis of Randomized Trials
Chunawala, Zainali , Aggarwal, Devika, Bhatia, Kirtipal, Jain, Vardhmaan , Baber, Usman , Levisay, Justin , Mishkel, Gregory, Ricciardi, Mark J. , Furtado, Remo H M, Mukherjee, Debabrata , Bangalore, Sripal , Navarese, Eliano Pio , Vaduganathan, Muthiah , Zelniker, Thomas A. , Qamar, Arman

Circulation | April 23, 2024 | Volume: 144 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.144.suppl_1.13729 Get It

Background: Aspirin is the most frequently used antiplatelet monotherapy for secondary prevention in patients with established ASCVD. Trials comparing monotherapy with a P2Y12i versus aspirin have shown variable results. Methods: Medline, Embase, & Cochrane Central databases were searched to identify RCTs comparing monotherapy with a P2Y12i versus aspirin for secondary prevention in patients with established ASCVD (ischemic stroke, coronary, or peripheral artery disease). The primary outcome of interest was major adverse cardiac events (MACE). Secondary outcomes were myocardial infarction (MI), stroke, all-cause mortality, & major bleeding. The DerSimonian and Laird random-effects model was used to calculate risk ratios (RR) & the corresponding 95% confidence interval (CI). Heterogeneity among studies was assessed using the Higgins I 2 value. Results: 9 eligible RCTs (5 with clopidogrel & 4 with ticagrelor) with 62,336 patients were included in our analyses. Monotherapy with P2Y12i significantly reduced the risk of MACE by 11% (0.89, 95% CI 0.84 - 0.95, I 2 =0), & MI by 19% (0.81, 95% CI 0.71 - 0.92, I 2 =0) as compared with aspirin monotherapy (Figure). There was no significant difference in the risk of stroke (0.85, 95% CI 0.73-1.01), & all-cause mortality (1.01, 95% CI 0.92 - 1.11) between the 2 treatment groups. There was no significant difference in the risk of major bleeding with P2Y12i monotherapy as compared with aspirin (0.97, 95% CI 0.66 - 1.43, I 2 =0). Results were consistent irrespective of the P2Y12i. Conclusion: P2Y12i monotherapy is associated with a significant reduction in atherothrombotic events as compared with aspirin alone without an increased risk of major bleeding.
Abstract 10808: Prognostic Significance of Obstructive Coronary Artery Disease in Patients Admitted with Acute Decompensated Heart Failure: The ARIC Study Community Surveillance
Chunawala, Zainali , Caughey, Melissa C. , Qamar, Arman , Arora, Sameer , Pandey, Ambarish , Fudim, Marat , Vaduganathan, Muthiah , Mentz, Robert J.

Circulation | March 19, 2022 | Volume: 144 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.144.suppl_1.10808 Get It

Background: Coronary artery disease (CAD) is a common cause of heart failure (HF). Whether the extent of coronary artery stenosis differs by HF type or prognosis for patients admitted with acute decompensated heart failure (ADHF) is uncertain. Methods: The Atherosclerosis Risk in Communities (ARIC) study conducted hospital surveillance of adjudicated HF in 4 US areas from 2005-2014. Medical histories were abstracted from the hospital record. Obstructive CAD was defined as > 49% stenosis in the left main coronary artery or >74% stenosis in the other major coronary arteries. Associations between obstructive CAD and 28-day mortality were analyzed separately for heart failure with preserved ejection fraction (HFpEF) and reduced ejection fraction (HFrEF), adjusting for age, race, sex, year of admission, and coronary revascularization procedures. All analyses were weighted by the inverse of the sampling probability. Results: A total of 5115 patients admitted with ADHF underwent coronary angiography during the hospital visit (mean age = 72, 45% women, 28% Black, 30% HFpEF). Obstructive CAD was more prevalent with HFrEF ( Figure 1 ), whether at the left main coronary artery (16% vs 12%), left anterior descending artery (50% vs 35%), left circumflex artery (42% vs 34%), right coronary artery (45% vs 34%), or multiple coronary vessels (47% vs 34%). A similar proportion of patients with obstructive CAD underwent revascularization, irrespective of HF type (HFrEF: 55%, HFpEF: 61%). After adjustments, obstructive CAD (in any vessel) was associated with higher 28-day mortality, both for HFrEF (OR: 3.21; CI: 1.91 - 5.97) and HFpEF (OR: 3.62; 95% CI: 1.43 - 9.18) with no significant interaction by HF type ( P -interaction = 0.9). Conclusion: Patients hospitalized with ADHF and coexisting obstructive CAD are at greater risk of short-term mortality, irrespective of the HF type, warranting the need for effective interventions as well as secondary preventive measures in this population.
Impact of Chronic Obstructive Pulmonary Disease in Patients With Heart Failure With Preserved Ejection Fraction: Insights From PARAGON‐HF
Mooney, Leanne , Hawkins, Nathaniel M. , Jhund, Pardeep S. , Redfield, Margaret M. , Vaduganathan, Muthiah , Desai, Akshay S. , Rouleau, Jean L. , Minamisawa, Masatoshi, Shah, Amil M. , Lefkowitz, Martin, Veldhuisen, Dirk J. van , Maggioni, Aldo P. , Claggett, Brian , Solomon, Scott D. , McMurray, John J.V. , Zile, Michael R , Van Veldhuisen, Dirk J , Pfeffer, Marc Alan , Anand, Inder S , Maggioni, Aldo P , Claggett, Brian L , Solomon, Scott David , McMurray, John J V , Jhund, Pardeep S , Desai, Akshay S , Shah, Amil , Zile, Michael R. , Anand, Inder S. , Senni, Michele , Vaduganathan, Muthiah

Journal of the American Heart Association | November 19, 2021 | Volume: 10 | Issue: 23 | Pages: No page available

10.1161/jaha.121.021494 Get It

Background Little is known about the impact of chronic obstructive pulmonary disease (COPD) in patients with heart failure with preserved ejection fraction (HFpEF). Methods and Results We examined outcomes in patients with heart failure with preserved ejection fraction, according to COPD status, in the PARAGON‐HF (Prospective Comparison of Angiotensin Receptor Neprilysin Inhibitor With Angiotensin Receptor Blocker Global Outcomes in Heart Failure With Preserved Ejection Fraction) trial. The primary outcome was a composite of first and recurrent hospitalizations for heart failure and cardiovascular death. Of 4791 patients, 670 (14%) had COPD. Patients with COPD were more likely to be men (58% versus 47%; P <0.001) and had worse New York Heart Association functional class (class III/IV 24% versus 19%), worse Kansas City Cardiomyopathy Questionnaire Clinical Summary Scores (69 versus 76; P <0.001) and more frequent history of heart failure hospitalization (54% versus 47%; P <0.001). The decrement in Kansas City Cardiomyopathy Questionnaire Clinical Summary Scores with COPD was greater than for other common comorbidities. Patients with COPD had echocardiographic right ventricular enlargement, higher serum creatinine (100 μmol/L versus 96 μmol/L) and neutrophil‐to‐lymphocyte ratio (2.7 versus 2.5), than those without COPD. After multivariable adjustment, COPD was associated with worse outcomes: adjusted rate ratio for the primary outcome 1.51 (95% CI, 1.25–1.83), total heart failure hospitalization 1.54 (95% CI, 1.24–1.90), cardiovascular death (adjusted hazard ratio [HR], 1.42; 95% CI, 1.10–1.82), and all‐cause death (adjusted HR, 1.52; 95% CI, 1.25–1.84). COPD was associated with worse outcomes than other comorbidities and Kansas City Cardiomyopathy Questionnaire Clinical Summary Scores declined more in patients with COPD than in those without. Conclusions Approximately 1 in 7 patients with heart failure with preserved ejection fraction had concomitant COPD, which was associated with greater functional limitation and a higher risk of heart failure hospitalization and death. Registration URL: https://www.clinicaltrials.gov ; Unique identifier: NCT01920711 .
Prognostic significance of polyvascular disease in patients admitted with acute decompensated heart failure: the ARIC Study Community Surveillance
Chunawala, Zainali , Caughey, Melissa C. , Qamar, Arman , Arora, Sameer , Pandey, Ambarish , Fudim, Marat , Vaduganathan, Muthiah , Mentz, Robert J.

European Heart Journal | October 20, 2021 | Volume: 42 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehab724.1983 Get It

Abstract Introduction The prevalence and outcomes of polyvascular disease (PVD) in patients admitted with acute decompensated heart failure (ADHF) have not been previously reported, nor is it known whether associations differ for heart failure (HF) with reduced vs. preserved ejection fraction (HFrEF vs HFpEF, respectively). Purpose To investigate the relationship between atherosclerotic involvement of multiple arterial territories and mortality in patients hospitalized with ADHF. Methods The Atherosclerosis Risk in Communities (ARIC) study conducted hospital surveillance of adjudicated heart failure in 4 US areas from 2005–2014, with events verified by physician review. Medical histories were abstracted from the hospital record. PVD was defined by coexisting disease in ≥2 arterial beds, identified by prevalent coronary artery disease, peripheral arterial disease, and cerebrovascular disease. Mortality hazards of PVD vs. no PVD were analyzed separately for HFpEF and HFrEF, with adjustment for age, race, sex, year of admission and geographic region. All analyses were weighted by the inverse of the sampling probability. Results Of 24,936 ADHF hospitalizations (52% female, 32% Black, mean age 75 years), 19% had PVD (22% among HFrEF hospitalizations, 17% among HFpEF hospitalizations), Figure 1. There was an increasing trend in 1-year mortality with 0, 1 and ≥2 arterial bed involvement, both for patients with HFrEF (29% to 32% to 38%; P-trend=0.0006) and HFpEF (26% to 32% to 37%; P-trend &lt;0.0001). After adjustments, PVD was associated with a 20% higher hazard of 1-year mortality in patients with HFrEF (HR=1.23; 95% CI: 1.06–1.44) and a 30% higher hazard in patients with HFpEF (HR=1.33; 95% CI: 1.09–1.63), with no significant interaction by HF type (P-interaction = 0.5). Conclusion Patients hospitalized with ADHF and coexisting PVD have an increased risk of death, irrespective of HF type. Clinical attention should be directed toward PVD, with secondary prevention strategies enacted to improve the prognosis of this vulnerable population. Funding Acknowledgement Type of funding sources: Public Institution(s). Main funding source(s): National Institutes of Health Distributions of arterial diseaseTrends in 1-year mortality outcomes
Growth Differentiation Factor-15, Treatment with Liraglutide, and Clinical Outcomes Among Patients with Heart Failure
Sharma, Abhinav , Greene, Stephen J. , Fudim, Marat , Ambrosy, Andrew P. , Sun, Jie‐Lena , McNulty, Steven E., Mentz, Robert J. , Felker, G. Michael , Mentz, Robert J , Vaduganathan, Muthiah , Hernandez, Adrian F. , Borlaug, Barry A. , Velazquez, Eric J. , DeVore, Adam D. , Alhanti, Brooke , Margulies, Kenneth B.

ESC Heart Failure | June 1, 2021 | Volume: 8 | Issue: 4 | Pages: 2608-2616

10.1002/ehf2.13348 Get It

Abstract Aims Associations between growth differentiation factor-15 (GDF-15), cardiovascular outcomes, and exercise capacity among patients with a recent hospitalization for heart failure (HHF) and heart failure with reduced ejection fraction (HFrEF) are unknown. We utilized data from the ‘Functional Impact of GLP-1 for Heart Failure Treatment’ (FIGHT) study to address these knowledge gaps. Methods and results FIGHT was a randomized clinical trial testing the effect of liraglutide (vs. placebo) among 300 participants with HFrEF and a recent HHF. Multivariable regression models evaluated associations between baseline GDF-15 and change in GDF-15 (per 1000 pg/mL increase from baseline to 30 days) with clinical outcomes (at 180 days) and declines in exercise capacity (6 min walk distance ≥ 45 m). At baseline (n = 249), median GDF-15 value was 3221 pg/mL (interquartile range 1938–5511 pg/mL). Participants in the highest tertile of baseline GDF-15 were more likely to be male and have more co-morbidities. After adjustment, an increase in GDF-15 over 30 days was associated with higher risk of death or HHF [hazard ratio 1.35, 95% confidence interval (CI) 1.11–1.64]. In addition, higher baseline GDF-15 (per 1000 pg/mL until 6000 pg/mL) and an increase in GDF-15 over 30 days were associated with declining 6 min walk distance (odds ratio 1.26, 95% CI 1.02–1.55 and odds ratio 1.37, 95% CI 1.12–1.69, respectively). GDF-15 levels remained stable among participants randomized to liraglutide. Conclusions An increase in GDF-15 over 30 days among patients in HFrEF was independently associated with an increased risk of cardiovascular events and declining exercise capacity. These results support the value of longitudinal GDF-15 trajectory in informing risk of heart failure disease progression.
Trends, Management, and Outcomes of Acute Myocardial Infarction Hospitalizations With In‐Hospital‐Onset Versus Out‐of‐Hospital Onset: The ARIC Study
Caughey, Melissa C. , Arora, Sameer , Chunawala, Zainali , Vaduganathan, Muthiah , Pandey, Ambarish , Dai, Xuming , Smith, Sidney C. , Matsushita, Kunihiro , Pandey, Ambarish , Qamar, Arman , Gupta, Mohit Dayal , Gupta, Puneet Kumar , Vaduganathan, Muthiah

Journal of the American Heart Association | January 5, 2021 | Volume: 10 | Issue: 2 | Pages: No page available

10.1161/jaha.120.018414 Get It

Background Acute myocardial infarction (AMI) with in‐hospital onset (AMI‐IHO) has poor prognosis but is clinically underappreciated. Whether its occurrence has changed over time is uncertain. Methods and Results Since 1987, the ARIC (Atherosclerosis Risk in Communities) study has conducted adjudicated surveillance of AMI hospitalizations in 4 US communities. Our analysis was limited to patients aged 35 to 74 years with symptomatic AMI. Patients with symptoms initiating after hospital arrival were considered AMI‐IHO. A total of 26 678 weighted hospitalizations (14 276 unweighted hospitalizations) for symptomatic AMI were identified from 1995 to 2014, with 1137 (4%) classified as in‐hospital onset. The population incidence rate of AMI‐IHO increased in the 4 ARIC communities from 1995 through 2004 to 2005 through 2014 (12.7—16.9 events per 100 000 people; P for 20‐year trend <0.0001), as did the proportion of AMI hospitalizations with in‐hospital onset (3.7%–6.1%; P for 20‐year trend =0.03). The 10‐year proportions were stable for patients aged 35 to 64 years (3.0%–3.4%; P for 20‐year trend =0.3) but increased for patients aged ≥65 years (4.6%–7.8%; P for 20‐year trend =0.008; P for interaction by age group =0.04). AMI‐IHO had a more severe clinical course with lower use of AMI therapies or invasive strategies and higher in‐hospital (7% versus 3%), 28‐day (19% versus 5%), and 1‐year (29% versus 12%) mortality ( P< 0.0001 for all). Conclusions In this population‐based community surveillance, AMI‐IHO increased from 2005 to 2014, particularly among older patients. Quality initiatives to improve recognition and management of AMI‐IHO should be especially focused on hospitalized patients aged >65.