Furthermore, a cohort study done by Ghorbani et al. found that longitudinal changes in gal-3 are associated with cardiovascular and renal risk factors and independently predict future HF, cardiovascular disease, and mortality in the community [37]. The gene discussed is LGALS3; the disease is hydrops fetalis.