The reversibility of liver damage depends on the extent and duration of exposure to the toxin. Early intervention and cessation of the offending substance can often lead to recovery. Chronic exposure, however, may result in irreversible damage, such as cirrhosis, necessitating more intensive treatments like liver transplantation.