Testosterone does increase risk of heart failure so that is certainly part of it.
Women are also more risk-averse. Risky living = high chance of dying https://m.economictimes.com/magazines/panache/men-have-a-shorter-life-expectancy-than-women-thanks-to-their-genes-says-harvard-study/articleshow/99119402.cms
It’ll probably be bears next