Waist-to-height Ratio Better Indicator than BMI of Patients with Heart Failure Outcome

Study Shows No Obesity Survival Paradox When We Measure Body Fat Better

Author: European Society of Cardiology - Contact: escardio.org
Published: 2023/03/22 - Updated: 2023/04/19
Peer-Reviewed: Yes
On This Page: Summary - Main Article - About/Author

Synopsis: Research shows there is an obesity paradox whereby patients with heart failure who are overweight or obese are thought to be less likely to be hospitalized or die than people of average weight. BMI fails to consider the body's composition of fat, muscle, and bone or where the fat is distributed. The study also shows no obesity survival paradox when we measure body fat better.


Obesity Paradox

The obesity paradox refers to extant evidence showing that obesity in older subjects or in patients with several chronic diseases may be protective and associated with decreased mortality. The paradox has been observed in people with cardiovascular disease and cancer.

Main Digest

"Anthropometric Measures and Adverse Outcomes in Heart Failure with Reduced Ejection Fraction: Revisiting the Obesity Paradox" - European Heart Journal.

New research has debunked the idea that there is an "obesity paradox," whereby patients with heart failure who are overweight or obese are thought to be less likely to end up in the hospital or die than people of normal weight.

The study, which is published in the European Heart Journal (1), shows that if doctors measure the ratio of waist to height of their patients, rather than looking at their body mass index (BMI), the supposed survival advantage for people with a BMI of 25kg/m2 or more disappears.

The "obesity paradox" relates to counter-intuitive findings suggesting that, although people are at greater risk of developing heart problems if they are overweight or obese, once a person has developed a heart condition, those with higher BMIs appeared to do better and were less likely to die than those of normal weight. Various explanations have been suggested, including the fact that once someone has developed heart problems, some extra fat is somehow protective against further health problems and death, especially as people who develop a severe and chronic illness often lose weight.

John McMurray, Professor of Medical Cardiology at the University of Glasgow (UK), who led the latest research, said:

"It has been suggested that living with obesity is a good thing for patients with heart failure and reduced ejection fraction - which is when the main chamber of the heart is unable to squeeze out the normal amounts of blood. We knew this could not be correct and that obesity must be bad rather than good. We reckoned that part of the problem was that BMI was a weak indicator of how much fatty tissue a patient has."

As Professor Stephan von Haehling, Consultant Cardiologist, and Dr Ryosuke Sato, a research fellow, both at the University of Göttingen Medical Center (Germany), write in an accompanying editorial (2), BMI fails to take account of the body's composition of fat, muscle and bone, or where the fat is distributed.

"Would it be feasible to assume that an American professional wrestler (more muscle) and a Japanese sumo wrestler (more fat) with the same BMI would have a similar risk of cardiovascular disease? The same is true for persons such as Arnold Schwarzenegger in his younger years when he starred as the 'Terminator' with a BMI of ~30 kg/m2."

The study is the first to look at different ways of measuring the size and proportions of patients, including BMI, but also anthropometric measurements such as waist-to-height ratio, waist circumference and waist-to-hip ratio, and adjusting the patient outcomes to take account of other factors that play a role in, or predict, these outcomes, such as levels of natriuretic peptides - hormones that are secreted in the blood when the heart is under pressure, as with heart failure.

"Natriuretic peptides are the single most important prognostic variable in patients with heart failure. Normally, levels of natriuretic peptides rise in people with heart failure, but patients living with obesity have lower levels than those who are normal weight," said Prof. McMurray.

Prof. McMurray and colleagues analysed data from 1832 women and 6567 men with heart failure and reduced ejection fraction who were enrolled in the PARADIGM-HF international randomised controlled trial taking place in 47 countries on six continents (3). When the patients were randomised, doctors collected data on BMI, blood pressure, anthropometric measurements, results from blood tests, medical histories and treatments. The researchers were interested in which patients were hospitalised with heart failure or who died from it.

An "obesity-survival paradox" showed lower death rates for people with BMIs of 25 kg/m2 or more (4), but this was eliminated when the researchers adjusted the results to take account of all the factors that can affect outcomes, including levels of natriuretic peptides.

First author of the study, Dr Jawad Butt, a research fellow from Copenhagen University Hospital-Rigshospitalet, Copenhagen (Denmark), who carried out the analyses, said:

"The paradox was far less evident when we looked at waist-to-height ratios, and it disappeared after adjustment for prognostic variables. After adjustment, both BMI and waist-to-height ratio showed that more body fat was associated with a greater risk of death or hospitalisation for heart failure, but this was more evident for waist-to-height ratio. When looking at waist-to-height ratio, we found the top 20% of people with the most fat had a 39% increased risk of being hospitalised for heart failure compared to people in the bottom 20% who had the least fat."

Prof. McMurray said:

"Our study shows there is no 'obesity survival paradox' when we use better ways of measuring body fat. BMI does not take into account the location of fat in the body or its amount relative to muscle or the weight of the skeleton, which may differ according to sex, age and race. In heart failure specifically, retained fluid also contributes to body weight. It is indices that do not include weight, such as waist-to-height ratio, that have clarified the true relationship between body fat and patient outcomes in our study, showing that greater adiposity is actually associated with worse not better outcomes, including high rates of hospitalisation and worse health-related quality of life."

"Obesity is not good and is bad in patients with heart failure and reduced ejection fraction. These observations raise the question as to whether weight loss might improve outcomes, and we need trials to test this. In the UK, the National Institute for Health and Care Excellence, NICE, now recommends that waist-to-height ratio instead of BMI is used for the general population, and we should support this for patients with heart failure too."

"It is important because the underdiagnosis of heart failure in people living with obesity is a major issue in primary care. Patients' symptoms of breathlessness are often dismissed as due solely to obesity. Obesity is a risk factor and driver of heart failure. Whereas in the past weight loss may have been a concern for patients with heart failure and reduced ejection fraction, today it is obesity."

Prof. von Haehling and Dr Sato write in their editorial:

"The present findings raise the alarm over the term 'obesity paradox', which has been claimed to be based on BMI. Can we tell obese HF (heart failure) patients just to stay as they are? To adequately address this question, not only should the obesity paradox be revisited even in patients with HF with preserved ejection fraction (HFpEF) and in lean HF patients by WHtR (waist-to-height ratio), which better reflects pathophysiological processes of obesity, but also further tests are warranted to validate the effect of weight loss in 'truly' obese HF patients with a high WHtR."

Limitations of the study are that it can be more difficult to accurately measure body shapes, such as waist circumference, especially when the measurements are carried out by different people; there may be further unknown factors that could affect the results; the analysis was carried out on measurements and other data taken at the time participants joined the study and did not take account of any changes in weight or waist circumference during the follow-up period; there were no data on the cardiorespiratory fitness of the participants, which could have an effect on the link between anthropometric measurements and outcomes; and, finally, only 153 patients were underweight, with a BMI of less than 18.5 kg/m2, and 171 patients with a waist-to-height ratio of less than 0.4 (0.5 is considered a healthy ratio), so the study's findings cannot be extrapolated to patients with low BMIs or waist-to-hip ratio.


(1) "Anthropometric measures and adverse outcomes in heart failure with reduced ejection fraction: revisiting the obesity paradox", by Jaward H. Butt et al. European Heart Journal. doi:10.1093/eurheartj/ehad083

(2) "Revisiting the obesity paradox in heart failure: what is the best anthropometric index to gauge obesity?" by Ryosuke Sato and Stephan von Haehling. European Heart Journal. doi:10.1093/eurheartj/ehad079

(3) PARADIGM-HF (Prospective comparison of ARNI with ACEI to Determine Impact on Global Mortality and Morbidity in Heart Failure) was a randomised, double-blind, placebo-controlled trial in patients with chronic heart failure with reduced ejection fraction (HFrEF), evaluating the efficacy and safety of angiotensin receptor-neprilysin inhibitor saubitril/valsartan compared with enalaparil, added to standard care.

(4) The study used the World Health Organization BMI categories: <18.5 kg/m2 is underweight, 18.5-24.9 kg/m2 is normal weight, 25-29.9 kg/m2 is overweight, and 30 kg/m2 upwards is obese.


This peer reviewed article relating to our Health and Disability section was selected for publishing by the editors of Disabled World due to its likely interest to our disability community readers. Though the content may have been edited for style, clarity, or length, the article "Waist-to-height Ratio Better Indicator than BMI of Patients with Heart Failure Outcome" was originally written by European Society of Cardiology, and published by Disabled-World.com on 2023/03/22 (Updated: 2023/04/19). Should you require further information or clarification, European Society of Cardiology can be contacted at escardio.org. Disabled World makes no warranties or representations in connection therewith.


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