Isoniazid can cause peripheral neuropathy because it interferes with vitamin B₆ (pyridoxine) metabolism, producing functional pyridoxine deficiency. The risk is particularly important in susceptible patients. This is why pyridoxine supplementation is commonly used when clinically indicated during isoniazid treatment.