Prevention strategies include careful use of medications, prompt treatment of infections, and regular monitoring of kidney function in individuals at risk, such as those with autoimmune disorders. Educating patients and healthcare providers about the potential nephrotoxic effects of certain drugs can also help reduce incidence rates.