Palliative care primarily benefits patients suffering from chronic, progressive, or terminal illnesses such as cancer, heart failure, chronic obstructive pulmonary disease (COPD), kidney disease, and neurological disorders like Alzheimer's disease. Family members of patients also benefit from palliative nursing, as it offers emotional support and education about the patient's condition and care needs.