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Korsakoff's Syndrome is primarily caused by a deficiency in thiamine, also known as vitamin B1, which is often associated with severe alcoholism. Chronic alcohol consumption can lead to poor nutritional intake, impaired absorption of thiamine, and an inability to utilize thiamine in the body effectively. This deficiency affects areas of the brain involved in memory, particularly the mammillary bodies and the thalamus, leading to the characteristic symptoms of Korsakoff's Syndrome, which include significant memory impairments, confabulation, and confusion.

Unlike the other options, which suggest mechanisms that are either unrelated (such as genetic predispositions or traumatic injuries) or oversimplified (like the idea of neurotransmitter overproduction), the link between thiamine deficiency and neurological damage is well-established in the context of alcohol use. The understanding of Korsakoff's Syndrome emphasizes the importance of nutrition in brain health, particularly in individuals with high alcohol consumption.