Biological samples can be preserved using various techniques such as cryopreservation, lyophilization (freeze-drying), and chemical preservation. Cryopreservation involves freezing samples at very low temperatures, often using liquid nitrogen. Lyophilization removes moisture from samples, which can then be stored dry and rehydrated when needed. Chemical preservation uses solutions like formaldehyde to maintain sample integrity.