Is Parkinson’s disease getting older? Demographic and modifiable determinants of age at onset in a large Italian tertiary care cohort

While demographic ageing largely accounts for the temporal increase in AAO, modifiable exposures, particularly cardiovascular/dysmetabolic comorbidities and environmental toxins, can significantly influence disease timing, though causal interpretation is limited by accumulation bias.