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Vaduganathan, Muthiah

0000-0003-0885-1953

Mayo Clinic

Division of Cardiovascular Medicine Brigham and Women's Hospital, Harvard Medical School, Boston, MA (M.V.).

Citations 4

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.
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 .
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.
Assessment of Heterogeneity in Heart Failure–Related Meta-Analyses
Khan, Muhammad Shahzeb , Li, Lin , Yasmin, Farah , Pandey, Ambarish , Vaduganathan, Muthiah , Pandey, Ambarish , Khan, Safi U. , Bajaj, Navkaranbir Singh , Murad, M. Hassan , Fonarow, Gregg C. , Butler, Javed , Vaduganathan, Muthiah

Circulation: Heart Failure | November 2, 2020 | Volume: 13 | Issue: 11 | Pages: No page available

10.1161/circheartfailure.120.007070 Get It

Background: Assessment of heterogeneity in meta-analyses is critical to ensure the consistency of pooled results. Therefore, we sought to assess the evaluation and reporting of heterogeneity in heart failure (HF) meta-analyses. Methods: Study level meta-analyses pertaining to HF were selected from January 2009 to July 2019, published in 11 high impact factor journals. We tabulated the overall proportion of the meta-analyses reporting statistical heterogeneity and specific metrics and methods employed to quantify and explore heterogeneity. Results: Of 126 HF meta-analyses (612 outcomes), heterogeneity was reported for 422 outcomes (68.9 %) in 108 meta-analyses. Out of the 422 outcomes reporting statistical heterogeneity, 137 outcomes (32.5%) had no observable heterogeneity: ( I 2 =0%), 40 outcomes (9.5%) had low heterogeneity ( I 2 <25%), 76 outcomes (18%) had moderate heterogeneity ( I 2 =25%–50%), and 169 outcomes (40%) had high heterogeneity ( I 2 >50%). Reporting of statistical heterogeneity was not significantly associated with year of publication, funding source, disclosure information, or the type of studies pooled. Sensitivity analysis (n=68) was the most common statistical technique employed to evaluate the source of heterogeneity followed by subgroup analyses (n=59) and meta-regression (n=40). Conclusions: Despite being an essential component of meta-analyses, heterogeneity was not reported for nearly 30% of outcomes and variably handled in contemporary HF meta-analyses. As meta-analyses increase across HF science, interpreting and handling of heterogeneity should be standardized.