Finally, smoking may interact with other risk factors such as alcohol consumption and genetics (e.g., APOE gene) that are associated with increased CD (33).Although the mechanism by which smoking directly affects CD is as yet unknown, there is evidence to suggest that smoking does negatively affect brain structure (33).