Moreover, AF frequently coexists with comorbidities such as hypertension, diabetes, and obesity, which exacerbate inflammatory and oxidative stress pathways, elevating GDF-15 levels (Sartipy et al., 2017; Zafrir et al., 2018). The gene discussed is GDF15; the disease is Hypertension.