S100A9 and atrial fibrillation: Chu et al.134also showed a significant correlation between S100A9 and AF using univariate logistic regression analysis, while the results of the binomial logistic regression analysis from the generalized linear model demonstrated a monotonic relationship between the two, proving that the risk of AF increases with the increase in S100A9 gene expression.