This study identified MALAT1 and HIST1H2BC as novel diagnostic biomarkers and 27 shared differentially expressed genes (DEGs) commonto Ebola Virus Disease (EVD) and its overlapping diseases. The gene discussed is MALAT1; the disease is Ebola hemorrhagic fever.