Alzheimer's Disease. Another cellular disease is Alzheimer's, which affects the nerve cells in the brain called neurons. Neurons form a complex network of communication with other nerve cells in the brain, and ultimately transmit signals to the body.ellular diseases occur when cells dysfunction; this may include the development of too many cells, deficiencies in existing cells or dysfunction or loss of essential cells.