Those men likely suffer from low T. One of the associated diseases that go along with Covid-19 deaths is diabetes - most men with diabetes have terrible Testosterone profiles. In addition those men, as we know from the stats are unhealthy as they come generally.
Notice the middle charts concerning age and disease.