Study leader Cath Suter said it was interesting to note the reversibility of the diet-induced epigenetic changes.
"When we took the diet away from the mice, we found that the proportion of healthy and lean mice stayed the same for a generation or two, but then dropped off again," she said.
"This kind of reversibility could be very advantageous if a change in environment was only temporary, say, a change in climate.
"Populations could adapt quickly but retain the ability to revert back if necessary."
Co-author Jennifer Cropley said it could no longer be accepted that evolutionary changes only occurred through genetics.
"Over the years, we've come to accept that genetic changes underlie Darwin's theory of evolution and natural selection - that a chance genetic mutation occurs in a person, and if it's desirable or advantageous, it will be passed on through generations and eventually populations," she said.
"What this study gives us is a new way of understanding how we might have evolved and how populations can rapidly adapt to new environments.
"Genetic changes take many thousands of years to spread through a population, but with epigenetic changes, a whole population could change much more rapidly because epigenetic changes can occur in multiple individuals simultaneously and potentially be passed on by all of them."
- AAP