The present application relates to novel methods for preventing, slowing the progression of, or treating nonalcoholic fatty liver (NAFL), nonalcoholic steatohepatitis (NASH), and/or liver fibrosis, and/or reducing the risks of liver cancer in subjects, such as HIV-infected subjects, using a GHRH molecule, e.g., trans-3-hexenoyl-GHRH(1-44)-NH2, or a pharmaceutically acceptable salt thereof. The subjects may have particular pathological features such as liver fibrosis, a hepatic fat fraction (HFF) of at least about 10%, serum alanine aminotransferase (ALT) levels of at least about 30 U/L, and/or a NAFLD Activity Score (NAS) of at least 4 or 5.