abdominal fat

I just culled four birds that were no longer laying, and I am wondering to what extent their abdominal fat played into it. A friend gave them to me- they had come from a stationary coop/run and were put into my mobile coop/run. They were feeding them twice a day, it sounded like, and I'm in the...