A similar study conducted primarily in patients with systolic HF across varying stages concluded that the levels of inflammation such as IL-6, CRP, adiponectin, endothelin, and TNF-a, and oxidative stress, such as isoprostane increased along with the severity of heart failure. This evidence concerns the gene TNF and hydrops fetalis.