Uncovering Unrecognized Heart Failure With Preserved Ejection Fraction Among Individuals With Obesity and Dyspnea
Open accessAbstract
BACKGROUND: Although heart failure with preserved ejection fraction (HFpEF) has become the predominant heart failure subtype, it remains clinically under-recognized. HFpEF diagnosis is particularly challenging in the setting of obesity given the limitations of natriuretic peptides and resting echocardiography. We examined invasive and noninvasive HFpEF diagnostic criteria among individuals with obesity and dyspnea without known cardiovascular disease to determine the prevalence of hemodynamic HFpEF in the community. METHODS: Research volunteers with dyspnea and obesity underwent resting echocardiography; participants with possible pulmonary hypertension qualified for invasive cardiopulmonary exercise testing. HFpEF was defined using rest or exercise pulmonary capillary wedge pressure criteria (≥15 mm Hg or Δpulmonary capillary wedge pressure/Δcardiac output slope, >2.0 mm Hg·L −1 ·min − 1). RESULTS: Among n=78 participants (age, 53±13 years; 65% women; body mass index, 37.3±6.8 kg/m 2 ), 40 (51%) met echocardiographic criteria to undergo invasive cardiopulmonary exercise testing. In total, 24 participants (60% among the cardiopulmonary exercise testing group, 31% among the total sample) were diagnosed with HFpEF by rest or exercise pulmonary capillary wedge pressure (n=12) or exercise criteria (n=12). There were no differences in NT-proBNP (N-terminal pro-B-type natriuretic peptide; 79 [62–104] versus 73 [57–121] pg/mL) or resting echocardiography (mitral E/e′ ratio, 9.1±3.1 versus 8.0±2.7) among those with versus without HFpEF ( P >0.05 for all). Distributions of HFpEF diagnostic scores were similar, with the majority classified as intermediate risk (100% versus 93.75% [H 2 FPEF] and 87.5% versus 68.75% [HFA-PEFF (Heart Failure Association Pretest assessment, echocardiography and natriuretic peptide, functional testing, and final etiology)] in those with versus without HFpEF). CONCLUSIONS: Among adults with obesity and dyspnea without known cardiovascular disease, at least a third had clinically unrecognized HFpEF uncovered on invasive cardiopulmonary exercise testing. Clinical, biomarker, resting echocardiography, and diagnostic scores were similar among those with and without HFpEF. These results suggest clinical underdiagnosis of HFpEF among individuals with obesity and dyspnea and highlight limitations of noninvasive testing in the identification of HFpEF.
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In patients with HFpEF and obesity, a large proportion have circulating NT-proBNP levels in the normal range or lower than those used to qualify patients for large-scale HFpEF trials.
“A large proportion of patients with HFpEF and obesity have circulating levels of NT-proBNP in the normal range33–35 or lower than those that have been used to qualify patients for participation in large-scale HFpEF trials.”
From Effects of Tirzepatide on the Clinical Trajectory of Patients With Heart Failure, Preserved Ejection Fraction, and Obesity (2025) · cites this paper as [33]
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Lang, R., Badano, L., Mor-Avi, V., Afilalo, J., Armstrong, A., Ernande, L., Flachskampf, F., Foster, E., Goldstein, S., Kuznetsova, T., et al. (2015) · Journal of the American Society of Echocardiography · doi:10.1016/j.echo.2014.10.003 · Cited by 10,093 · see citing works
Once-Weekly Semaglutide in Adults with Overweight or Obesity
Wilding, J. P. H., Batterham, R. L., Calanna, S., Davies, M., Van Gaal, L. F., Lingvay, I., McGowan, B. M., Rosenstock, J., Tran, M. T. D., Wadden, T. A., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2032183 · Cited by 5,205 · see citing works
Empagliflozin in heart failure with a preserved ejection fraction
Anker, S. D., Butler, J., Filippatos, G., Ferreira, J. P., Bocchi, E., Böhm, M., Brunner–La Rocca, H.-P., Choi, D.-J., Chopra, V., Chuquiure-Valenzuela, E., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2107038 · Cited by 4,874 · see citing works
Haemodynamic definitions and updated clinical classification of pulmonary hypertension
Simonneau, G., Montani, D., Celermajer, D. S., Denton, C. P., Gatzoulis, M. A., Krowka, M., Williams, P. G., & Souza, R. (2019) · European Respiratory Journal · doi:10.1183/13993003.01913-2018 · Cited by 3,813 · see citing works
Pieske, B. M., Tschöpe, C., de Boer, R. A., Fraser, A. G., Anker, S. D., Donal, E., Edelmann, F., Fu, M. L. X., Guazzi, M., Lam, C. S. P., et al. (2019) · European Heart Journal · doi:10.1093/eurheartj/ehz641 · Cited by 1,906 · see citing works
Semaglutide in Patients with Heart Failure with Preserved Ejection Fraction and Obesity
Kosiborod, M. N., Abildstrøm, S. Z., Borlaug, B. A., Butler, J., Rasmussen, S., Davies, M., Hovingh, G. K., Kitzman, D. W., Lindegaard, M. L., Møller, D. V., et al. (2023) · New England Journal of Medicine · doi:10.1056/nejmoa2306963 · Cited by 1,669 · cited 1× · see citing works
“31,32 The role of these evolving therapies among those without evidence of rest congestion or in the prevention of HFpEF remains to be defined.”
BackgroundReddy, Y. N. V., Carter, R. E., Obokata, M., Redfield, M. M., & Borlaug, B. A. (2018) · Circulation · doi:10.1161/circulationaha.118.034646 · Cited by 1,294 · see citing works
Obokata, M., Reddy, Y. N. V., Pislaru, S. V., Melenovsky, V., & Borlaug, B. A. (2017) · Circulation · doi:10.1161/circulationaha.116.026807 · Cited by 1,179 · see citing works
Universal Definition and Classification of Heart Failure
Bozkurt, B., Coats, A. J. S., Tsutsui, H., Abdelhamid, M., Adamopoulos, S., Albert, N., Anker, S. D., Atherton, J. J., Böhm, M., Butler, J., et al. (2021) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2021.01.022 · Cited by 1,058 · see citing works
The effect of obesity on lung function
Dixon, A. E., & Peters, U. (2018) · Expert Review of Respiratory Medicine · doi:10.1080/17476348.2018.1506331 · Cited by 889 · see citing works
Heart Failure With Preserved Ejection Fraction
Borlaug, B. A., Sharma, K., Shah, S. J., & Ho, J. E. (2023) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2023.01.049 · Cited by 742 · see citing works
Self-citationObokata, M., Kane, G. C., Reddy, Y. N. V., Olson, T. P., Melenovsky, V., & Borlaug, B. A. (2017) · Circulation · doi:10.1161/circulationaha.116.024822 · Cited by 559 · see citing works
Melenovský, V., Borlaug, B. A., Rosen, B. D., Hay, I., Ferrucci, L., Morell, C., Lakatta, E. G., Najjar, S. S., & Kass, D. A. (2006) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2006.08.050 · Cited by 482 · see citing works
Borlaug, B. A., Jensen, M. D., Kitzman, D. W., Lam, C. S. P., Obokata, M., & Rider, O. J. (2023) · Cardiovascular Research · doi:10.1093/cvr/cvac120 · Cited by 450 · cited 1× · see citing works
“10,11 However, individuals with obesity may be less likely to be clinically diagnosed with HFpEF given the broad, noncardiac differential diagnosis for their dyspnea, spanning from obesity hypoventilation syndrome to deconditioning, as well as the limitations of volume assessment by physical…”
BackgroundShah, S. J., Borlaug, B. A., Kitzman, D. W., McCulloch, A. D., Blaxall, B. C., Agarwal, R., Chirinos, J. A., Collins, S., Deo, R. C., Gladwin, M. T., et al. (2020) · Circulation · doi:10.1161/circulationaha.119.041886 · Cited by 436 · see citing works
van Veldhuisen, D. J., Linssen, G. C. M., Jaarsma, T., van Gilst, W. H., Hoes, A. W., Tijssen, J. G. P., Paulus, W. J., Voors, A. A., & Hillege, H. L. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2012.12.044 · Cited by 415 · see citing works
Pieske, B. M., Tschöpe, C., de Boer, R. A., Fraser, A. G., Anker, S. D., Donal, E., Edelmann, F., Fu, M. L. X., Guazzi, M., Lam, C. S. P., et al. (2020) · European Journal of Heart Failure · doi:10.1002/ejhf.1741 · Cited by 401 · see citing works
Relationship between physical activity, body mass index, and risk of heart failure
Pandey, A., LaMonte, M., Klein, L., Ayers, C., Psaty, B. M., Eaton, C. B., Allen, N. B., de Lemos, J. A., Carnethon, M., Greenland, P., et al. (2017) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2016.11.081 · Cited by 398 · see citing works
Predictors of New-Onset Heart Failure
Ho, J. E., Lyass, A., Lee, D. S., Vasan, R. S., Kannel, W. B., Larson, M. G., & Levy, D. A. (2012) · Circulation Heart Failure · doi:10.1161/circheartfailure.112.972828 · Cited by 379 · see citing works
Self-citationShah, A. M., Čikeš, M., Prasad, N., Li, G., Getchevski, S., Claggett, B. L., Rizkala, A. R., Lukashevich, I., O’Meara, E., Ryan, J. J., et al. (2019) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2019.09.063 · Cited by 260 · see citing works
Eisman, A. S., Shah, R. V., Dhakal, B. P., Pappagianopoulos, P. P., Wooster, L. T., Bailey, C. S., Cunningham, T. F., Hardin, K. M., Baggish, A. L., Ho, J. E., et al. (2018) · Circulation Heart Failure · doi:10.1161/circheartfailure.117.004750 · Cited by 259 · see citing works
Self-citationVerbrugge, F. H., Omote, K., Reddy, Y. N. V., Sorimachi, H., Obokata, M., & Borlaug, B. A. (2022) · European Heart Journal · doi:10.1093/eurheartj/ehab911 · Cited by 214 · see citing works
Adiposity and Incident Heart Failure and its Subtypes
Rao, V. N., Zhao, D., Allison, M., Güallar, E., Sharma, K., Criqui, M. H., Cushman, M., Blumenthal, R. S., & Michos, E. D. (2018) · JACC Heart Failure · doi:10.1016/j.jchf.2018.07.009 · Cited by 202 · see citing works
Yared, K., Noseworthy, P. A., Weyman, A. E., McCabe, E. L., Picard, M. H., & Baggish, A. L. (2011) · Journal of the American Society of Echocardiography · doi:10.1016/j.echo.2011.03.008 · Cited by 187 · see citing works
Nadruz, W., West, E., Sengeløv, M., Santos, M., Groarke, J. D., Forman, D. E., Claggett, B. L., Skali, H., & Shah, A. M. (2017) · Journal of the American Heart Association · doi:10.1161/jaha.117.006000 · Cited by 165 · see citing works
Exercise Pulmonary Hypertension Predicts Clinical Outcomes in Patients With Dyspnea on Effort
Ho, J. E., Zern, E. K., Lau, E. S., Wooster, L. T., Bailey, C. S., Cunningham, T., Eisman, A. S., Hardin, K. M., Farrell, R., Sbarbaro, J. A., et al. (2020) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2019.10.048 · Cited by 165 · see citing works
Self-citationSelvaraj, S., Myhre, P. L., Vaduganathan, M., Claggett, B. L., Matsushita, K., Kitzman, D. W., Borlaug, B. A., Shah, A. M., & Solomon, S. D. (2020) · JACC Heart Failure · doi:10.1016/j.jchf.2020.03.013 · Cited by 150 · see citing works
Guazzi, M., Wilhelm, M., Halle, M., Craenenbroeck, E. M. V., Kemps, H., de Boer, R. A., Coats, A. J. S., Lund, L. H., MANCINI, D. M., Borlaug, B. A., et al. (2022) · European Journal of Heart Failure · doi:10.1002/ejhf.2601 · Cited by 142 · see citing works
Ho, J. E., Zern, E. K., Wooster, L. T., Bailey, C. S., Cunningham, T., Eisman, A. S., Hardin, K. M., Zampierollo, G. A., Jarolı́m, P., Pappagianopoulos, P. P., et al. (2019) · Circulation · doi:10.1161/circulationaha.118.039136 · Cited by 140 · see citing works
Self-citationArena, R. A., MYERS, J. N., Abella, J. P., Pinkstaff, S. O., Brubaker, P. H., Moore, B., Kitzman, D. W., Peberdy, M. A., Bensimhon, D., Chase, P. J., et al. (2009) · Circulation Heart Failure · doi:10.1161/circheartfailure.108.834168 · Cited by 123 · see citing works
Obokata, M., Reddy, Y. N. V., Melenovský, V., Sorimachi, H., Jarolı́m, P., & Borlaug, B. A. (2021) · European Journal of Heart Failure · doi:10.1002/ejhf.2377 · Cited by 100 · see citing works
Deliberating the Diagnostic Dilemma of Heart Failure With Preserved Ejection Fraction
Ho, J. E., Redfield, M. M., Lewis, G. D., Paulus, W. J., & Lam, C. S. P. (2020) · Circulation · doi:10.1161/circulationaha.119.041818 · Cited by 72 · see citing works
Self-citationHeart failure with preserved ejection fraction: relevance of a dedicated dyspnoea clinic
Verwerft, J., Soens, L., Wynants, J., Meysman, M., Jogani, S., Plein, D., Stroobants, S., Herbots, L., & Verbrugge, F. H. (2023) · European Heart Journal · doi:10.1093/eurheartj/ehad141 · Cited by 71 · see citing works
NT-proBNP for Risk Prediction in Heart Failure
Vergaro, G., Gentile, F., Meems, L. M. G., Aimo, A., Januzzi, J. L., Richards, M., Lam, C. S. P., Latini, R., Staszewsky, L. I., Anand, I. S., et al. (2021) · JACC Heart Failure · doi:10.1016/j.jchf.2021.05.014 · Cited by 69 · see citing works
Churchill, T. W., Li, S. X., Curreri, L. A., et al. (2021) · Circulation · doi:10.1161/circulationaha.120.050757 · Cited by 46 · see citing works
Harada, T., Kagami, K., Kato, T., Ishii, H., & Obokata, M. (2022) · Journal of Cardiovascular Development and Disease · doi:10.3390/jcdd9030087 · Cited by 31 · see citing works
Ahmadian, H. R., Sclafani, J. J., Emmons, E. E., Morris, M. J., Leclerc, K. M., & Slim, A. M. (2013) · Cardiology Research and Practice · doi:10.1155/2013/940170 · Cited by 24 · see citing works
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Research works printed but not linked: 2
- Anker SD, Butler J, Filippatos G, et al. ; EMPEROR-Preserved Trial Investigators. Empagliflozin in Heart Failure with a Preserved Ejection Fraction. N Engl J Med. 2021;385(16):1451-1461. [PubMed: 34449189]
- Vergaro G, Gentile F, Meems LMG, et al. NT-proBNP for Risk Prediction in Heart Failure: Identification of Optimal Cutoffs Across Body Mass Index Categories. JACC Heart Fail. 2021 Sep;9(9):653-663. [PubMed: 34246607]
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Tirzepatide for Heart Failure with Preserved Ejection Fraction and Obesity
Packer, M., Zile, M. R., Kramer, C. M., Baum, S. J., Litwin, S. E., Menon, V., Ge, J., Weerakkody, G. J., Ou, Y., Bunck, M. C., et al. (2025) · New England Journal of Medicine · doi:10.1056/nejmoa2410027 · Cited by 1,009 · see citing works
Zile, M. R., Borlaug, B. A., Kramer, C. M., Baum, S. J., Litwin, S. E., Menon, V., Ou, Y., Weerakkody, G. J., Hurt, K. C., Kanu, C., et al. (2025) · Circulation · doi:10.1161/circulationaha.124.072679 · Cited by 74 · see citing works
- Authors
- Kosyakovsky, L. B., Liu, E. E., Wang, J. K., Myers, L., Parekh, J. K., Knauss, H., Lewis, G. D., Malhotra, R., Nayor, M., Robbins, J. M., Gerszten, R. E., Hamburg, N. M., McNeill, J. N., Lau, E. S., & Ho, J. E.
- Affiliations
- Beth Israel Deaconess Medical Center (US)
- Massachusetts General Hospital (US)
- Boston University (US)
- Duke University (US)
- ORCID
- Venue
- Circulation: Heart Failure
- Published
- 2024-05
- Volume
- 17
- Issue
- 5
- Pages
- e011366-e011366
- ISSN
- 1941-3289 (ISSN-L)
- 1941-3297
- PMC
- PMC11214582
- OpenAlex
- W4396896680
- Cited by
- 43
- References
- 37
- Citations by year
- 2026: 18 · 2025: 20 · 2024: 5
- FWCI
- 12.88
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Circulation Heart Failure (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Heart, Lung, and Blood Institute (R01HL140224, R01HL134893, K23HL150327, K24HL153669, R01HL168889, R01HL160003, T32HL160522, K23HL159243)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Function and Risk Factors
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Keywords
- heart failure with preserved ejection fraction, obesity, dyspnea, pulmonary capillary wedge pressure, cardiopulmonary exercise testing, resting echocardiography, NT-proBNP, underdiagnosis, prevalence, natriuretic peptides, E/e' ratio, pulmonary hypertension
- MeSH terms
- Adult, Aged, Dyspnea, Echocardiography, Exercise Test, Female, Heart Failure, Humans, Male, Middle Aged, Obesity, Peptide Fragments, Pulmonary Wedge Pressure, Stroke Volume, Biomarkers, Prevalence, Ventricular Function, Left, Natriuretic Peptide, Brain
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