Similarly, a study has found comparable neuropathy risks in individuals with long-standing Type 1 diabetes linked to obesity, where elevated BMI and poor lipid profiles contribute to nerve dysfunction via insulin resistance and systemic inflammation [32]. This evidence concerns the gene INS and type 1 diabetes mellitus.