Jing et al. show that COVID-19 infection causes white adipose tissue (AT) browning in mice and hamsters, which is mediated by VEGF action in the AT. VEGF blockade can ameliorate browning phenotype and COVID-19-induced weight loss, potentially providing a strategy to treat infection-induced AT atrophy.