Additional relevant variables included age, IL-17, TNF, and IFN-γ, while others such as BMI, hs-CRP, TyG index, duration of psoriasis, duration of treatment, HbA1c, smoking, and IL-1β demonstrated negligible or negative importance, indicating limited contribution to model performance. This evidence concerns the gene CRP and psoriasis.