The so-called "healthy obese" aren't necessarily as healthy as they think. They still have a higher risk of heart disease than normal-weight people, a new British study finds.

Folks dubbed healthy obese don't have metabolic problems typically associated with obesity -- such as high cholesterol, poor blood sugar control, diabetes or high blood pressure. But, it's been unclear if they are at increased risk for problems such as heart failure or stroke.

In this study, researchers analyzed 1995-2015 electronic health records of 3.5 million people aged 18 and older in the United Kingdom who were initially free of heart disease.

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Compared to normal-weight people with no metabolic problems, healthy obese people had a 50 percent higher risk of heart disease, a 7 percent higher risk of stroke, twice the risk of heart failure, and a greater risk of peripheral artery disease (or PAD, which is the narrowing of blood vessels to the arms and legs), the study found.

The researchers also found that the risk of heart disease in obese people rose with the number of metabolic problems. For example, compared to a normal-weight person with no metabolic abnormalities, an obese person with three metabolic abnormalities had almost three times the risk of coronary heart disease and nearly four times the risk for heart failure. Odds of PAD more than doubled, and risk of stroke was 58 percent higher.

"Metabolically healthy obese individuals are at higher risk of coronary heart disease, cerebrovascular disease and heart failure than normal-weight metabolically healthy individuals," said study author Dr. Rishi Caleyachetty.

"The priority of health professionals should be to promote and facilitate weight loss among obese persons, regardless of the presence or absence of metabolic abnormalities," said Caleyachetty, an epidemiologist at the University of Birmingham's College of Medical and Dental Sciences.

The study was scheduled for presentation Tuesday at the European Congress on Obesity, in Porto, Portugal.

"At the population level, so-called metabolically healthy obesity is not a harmless condition and perhaps it is better not to use this term to describe an obese person, regardless of how many metabolic complications they have," Caleyachetty said in a meeting news release.

Data and conclusions presented at meetings are usually considered preliminary until published in a peer-reviewed medical journal.