Findings suggest KD normalizes gut microbiome composition, reduces pro-inflammatory markers (ALOX5, COX1, COX2), improves body composition with favorable changes in adipokines (decreased leptin, increased adiponectin), and enhances clinical outcomes, including fatigue, depression, sleep quality, and quality of life measures. The gene discussed is ADIPOQ; the disease is depressive disorder.