Researchers focused on what's known as non-alcoholic fatty liver disease, which is associated with obesity and certain eating habits. While red and processed meat has long been linked to an increased risk of diabetes, certain cancers and heart disease, evidence to date has been mixed about its connection to liver disease.
The study team examined data on 789 adults who completed questionnaires about their eating and cooking habits and also underwent liver ultrasound scans as well as lab tests for insulin resistance.
Overall, 39 percent of the participants were found to have non-alcoholic fatty liver disease (NAFLD) and 31 percent had insulin resistance, which happens when the body is less effective at using the hormone insulin to convert sugars in the blood into energy for cells.
People who ate more processed and red meat than at least half of the other participants were 47 percent more likely to have liver disease and 55 percent more likely to have insulin resistance, researchers report in the Journal of Hepatology.
Both NAFLD and insulin resistance are among the suite of symptoms and traits that make up so-called metabolic syndrome, which raises risk for both heart disease and diabetes, the authors note.
"Evidence is mounting with regard to the harmful effect of over-consumption of red and processed meat," said lead study author Shira Zelber-Sagi, a nutrition researcher at the University of Haifa.
Cooking meat at high temperatures for longer periods of time until it's "well done" was also associated with a higher risk of liver disease and insulin resistance than eating meat more "rare" or cooked more briefly, the study also found.
Preparing meat "well done" forms compounds known as heterocyclic amines (HCAs) that are tied to both liver disease and insulin resistance, Zelber-Sagi said.
"In order to prevent insulin resistance and NAFLD, (people should consider) choosing fish, turkey or chicken as an animal protein source," she said in an email. "In addition, steaming or boiling food (is better than) grilling or frying meat at a high temperature until it is very well done."
Most people have a little bit of fat in their liver. Fatty liver disease can occur when more than 5 percent of the liver by weight is made up of fat. Excessive drinking can damage the liver and cause fat to accumulate, a condition known as alcoholic fatty liver, but even when people don't drink much, they can still develop non-alcoholic fatty liver disease.
The study participants were 59 years old on average and typically were overweight. About 15 percent had diabetes.
High consumption of red and processed meat was associated independently with liver disease and with insulin resistance regardless of saturated fat and cholesterol intake and other risk factors such as obesity, exercise, smoking and alcohol consumption.
The study wasn't a controlled experiment designed to prove whether or how red or processed meat might directly cause liver damage or insulin resistance.
Researchers also relied on participants to accurately recall and report how much meat they ate and how it was prepared, which might not always be an accurate picture of their eating habits.
Still, the results add to a large and growing body of evidence suggesting that people should limit how much red and processed meat they eat, said Dr. Jeffrey Schwimmer, a researcher at the University of California, San Diego, and director of the Fatty Liver Clinic at Rady Children's Hospital.
"Dietary recommendations are too complicated to develop from any one study," Schwimmer, who wasn't involved in the current research, said by email.