A JACC Advances analysis shows mortality involving both obesity and heart failure has tripled since 1999, surging during the COVID-19 pandemic and remaining well above pre-pandemic levels. Older adults bear the highest burden, but rates among younger adults have also tripled. Researchers call for stronger HF care, better obesity management, and equity-focused public health action.