Liu et al. performed [75] reported an 8-gene marker panel to improve clinical prediction of severe dengue progression that included LTF, UQCRQ, CKAP4 as increased and ARNTL, PDGFRB, TGFBR3, RASSF5, GDPD5 as decreased [75]. The gene discussed is BMAL1; the disease is dengue disease.