In conclusion, Hsd17b13 knockdown in HFD‐obese adult mice was able to alleviate MASLD via regulation of fatty acid and phospholipid metabolism, thereby confirming HSD17B13 as a genuine therapeutic target for MASLD and the development of liver fibrosis. This evidence concerns the gene HSD17B13 and metabolic dysfunction-associated steatotic liver disease.