"It highlights how differences in our genes can have an impact on our body shape and structure."
The study, initially funded by the Health Research Council, was part of a long-running collaboration between Otago University and East Coast primary health organisation Ngāti Porou Hauora.
Study co-author Professor Tony Merriman recently shared the findings with communities in the East Coast.
"This finding demonstrates how knowledge about a genetic variant can help us to understand why some people of Māori and Pacific ancestry are healthy whilst also having a larger body size," Merriman said.
"Better understanding of such functions of genes like the CREBRF also adds evidential support to increasingly prevalent observations that body mass index may not accurately predict an individual's risk of developing type 2 diabetes."
Ngāti Porou Hauora's deputy chair, Huti Puketapu-Watson, said the research was helping to "de-stigmatise" obesity and type 2 diabetes - conditions in which genetics played an important role.
"It empowers us, and helps to break the 'one size fits all' models underpinning health systems - for example, assumptions that interventions informed by research with populations of European ancestry will work well for Māori and Pacific peoples."
The research programme was now being expanded to include other Māori and Pacific groups around the country, and further studies were exploring potential links between gene variants and chronic conditions like gout, heart and kidney disease.