The research reveals new insights into the genes that underpin skull formation in people and animals.
Researchers at the University of Edinburgh in the UK analysed DNA samples from 374 pet dogs of various pedigree and mixed breeds.
All of the animals underwent body scans producing detailed 3D images of their heads.
These high-resolution CT scans enabled the researchers to take precise measurements of the shape of the dog's skull.
By comparing the dogs' genetic information with measurements of their skulls, the team were able to pinpoint DNA variations that are associated with different head shapes.
One variation - found to disrupt the activity of a gene called SMOC2 - was strongly linked to the length of the dog's face. Animals with the mutation had significantly flatter faces, a condition called brachycephaly.
Babies are sometimes born with brachycephaly too, though little is known about its causes.
The study was published in the journal Current Biology.
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