Great Danes and mastiffs rarely live more than a decade, while Chihuahuas can live twice as long. Exactly why big dogs die younger than small ones do has been unclear — but new findings may help to solve that mystery.

The research, published Thursday (Oct. 8) in the journal Science, looked at a chemical code written on top of dogs’ DNA. This code, called the methylome, consists of chemical tags called methyl groups, which bind to DNA’s building blocks.

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Researchers created epigenetic clocks based on data from 894 dogs.

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