Yup. Real life is rarely tidy. I am sure many of us know lifelong smokers who lived to a ripe old age as well as fitness fanatics who had heart attacks in their 50s.Very interesting.
From that summary none of that really applied to my hen who died, except possible genetic susceptibility. They all eat the same feed which I wouldn't say is excessive from an energy standpoint, it is high in carbs I guess being grain based but it's wholegrain based so those carbs are balanced with a lot of fibre. They get meat meal daily plus meat scraps and dairy along with kitchen scraps. They have full access to a range of leafy green plants and pasture to forage on, plus bugs etc. They get lots of exercise and this hen in question was a tree sleeper, sleeping about 4 metres up. The corn portion of their diet is pretty minimal, they're lucky if they get 4 or 5 kernels each per day.
In saying all that I have a friend who got fatty liver syndrome and she was healthy weight, healthy diet at the time, just a genetic susceptibility in her case. She has to watch her carbohydrate intake.
It is all statistical not deterministic.
Same for chickens.