TNF-α (β = 0.263, p < 0.001), along with sleep quality (β = 0.27, p < 0.001) and depression (β = 0.376, p < 0.001), explained 42.7% of the variance in prenatal fatigue in the model. The gene discussed is TNF; the disease is major depressive disorder.