Tremors and other movement disorders can be related to deficiencies in certain vitamins, such as B1, B6, and particularly B12. Vitamin B12 is crucial for maintaining a healthy nervous system. Although severe Vitamin B12 deficiency is uncommon, even a mild deficiency can cause shakiness and tremors.