Elevated pro - inflammatory cytokines like TNF - α and IL - 6 among RA patients have been linked to heart failure pathogenesis, emphasizing the interaction between systemic inflammation and cardiovascular dysfunction. This evidence concerns the gene TNF and heart failure.