We are how we are based on how our prior experiences shape us, due to neuroplasticity. So, even if somebody doesn't have something as obvious as a brain tumour, their brain will still be different. Decisions are made by the brain, and the brain is altered by experiences, therefore, prior experiences play a role in determining how a person behaves. None of us are operating in causal vacuums.