In conclusion, this study provides a comprehensive systems-level understanding of how natural compounds such as quercetin, epigallocatechin, and kaempferol can target pivotal signaling molecules, including STAT3, TP53, and SRC, to modulate key pathways involved in heart failure. Here, TP53 is linked to heart failure.