A systematic review and meta-analysis identified key biomarkers predictive of severe dengue manifestations, including elevated levels of CRP, AST, IL-8, and decreased albumin levels for DHF, and increased levels of VCAM-1, syndecan-1, AST, and CRP for severe dengue (SD). This evidence concerns the gene CRP and Dengue hemorrhagic fever.