Alzheimer's Treatment and Caregiver Support Act - Amends the Public Health Service Act to authorize the Secretary of Health and Human Services to make grants to public and nonprofit private health care providers to expand treatment services for patients with Alzheimer's disease and training and support services for families and caregivers. Obligates specified funds for medically underserved communities.