Mechanistically, we found that TGFBR1 gene silencing decreased myocardial collagen synthesis through the Smad2/3 signaling pathway and inhibited cardiac hypertrophy through the p38/MAPK–JNK1/2 signaling pathway in HFpEF mice. The gene discussed is TGFBR1; the disease is cardiac hypertrophy.