Male sex was found to be the highest-ranking risk factor, closely followed by serum IGF-1, when the relative impacts of non-genetic variables in Parkinson’s patients were examined using a comprehensive machine learning algorithm (IDEARS) (Allwright et al., 2023). Here, IGF1 is linked to Parkinson disease.